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@@ -0,0 +1,1201 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Exploratory Data Analysis\n",
+    "\n",
+    "The first phase of any data science project is exploratory data analysis. This involves getting to know the important features of the data. During this process, be open to accepting unexpected features.\n",
+    "* The data types in columns \n",
+    "* The granularity of data in rows\n",
+    "* Distributions of quantitative data and measurements such as center and spread.\n",
+    "* Relationships between values and items in the dataset."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Locating and Downloading Datasets\n",
+    "\n",
+    "With the advent of data driven technologies, data science datasets are becoming more accessible, larger, and more specific. In this notebook, we're focusing on two datasets, both obtained from kaggle. You can find a large range of other data science datasets on these website:\n",
+    "* www.kaggle.com/datasets\n",
+    "* azure.microsoft.com/en-au/services/open-datasets\n",
+    "* archive.ics.uci.edu/ml/datasets.php\n",
+    "* en.wikipedia.org/wiki/List_of_datasets_for_machine-learning_research"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "def load_data(DATASET_PATH):\n",
+    "    return pd.read_csv(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Dataset 1: World Happiness Report up to 2020\n",
+    "You can access this dataset here: www.kaggle.com/mathurinache/world-happiness-report \n",
+    "> This is an example of a dataset that is:\n",
+    "* High quality\n",
+    "* Numerical"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATASET_PATH = './datasets/happiness/2015.csv'\n",
+    "\n",
+    "#create pandas object\n",
+    "happiness = load_data(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Country</th>\n",
+       "      <th>Region</th>\n",
+       "      <th>Happiness Rank</th>\n",
+       "      <th>Happiness Score</th>\n",
+       "      <th>Standard Error</th>\n",
+       "      <th>Economy (GDP per Capita)</th>\n",
+       "      <th>Family</th>\n",
+       "      <th>Health (Life Expectancy)</th>\n",
+       "      <th>Freedom</th>\n",
+       "      <th>Trust (Government Corruption)</th>\n",
+       "      <th>Generosity</th>\n",
+       "      <th>Dystopia Residual</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Switzerland</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7.587</td>\n",
+       "      <td>0.03411</td>\n",
+       "      <td>1.39651</td>\n",
+       "      <td>1.34951</td>\n",
+       "      <td>0.94143</td>\n",
+       "      <td>0.66557</td>\n",
+       "      <td>0.41978</td>\n",
+       "      <td>0.29678</td>\n",
+       "      <td>2.51738</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Iceland</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7.561</td>\n",
+       "      <td>0.04884</td>\n",
+       "      <td>1.30232</td>\n",
+       "      <td>1.40223</td>\n",
+       "      <td>0.94784</td>\n",
+       "      <td>0.62877</td>\n",
+       "      <td>0.14145</td>\n",
+       "      <td>0.43630</td>\n",
+       "      <td>2.70201</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Denmark</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7.527</td>\n",
+       "      <td>0.03328</td>\n",
+       "      <td>1.32548</td>\n",
+       "      <td>1.36058</td>\n",
+       "      <td>0.87464</td>\n",
+       "      <td>0.64938</td>\n",
+       "      <td>0.48357</td>\n",
+       "      <td>0.34139</td>\n",
+       "      <td>2.49204</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Norway</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7.522</td>\n",
+       "      <td>0.03880</td>\n",
+       "      <td>1.45900</td>\n",
+       "      <td>1.33095</td>\n",
+       "      <td>0.88521</td>\n",
+       "      <td>0.66973</td>\n",
+       "      <td>0.36503</td>\n",
+       "      <td>0.34699</td>\n",
+       "      <td>2.46531</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Canada</td>\n",
+       "      <td>North America</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7.427</td>\n",
+       "      <td>0.03553</td>\n",
+       "      <td>1.32629</td>\n",
+       "      <td>1.32261</td>\n",
+       "      <td>0.90563</td>\n",
+       "      <td>0.63297</td>\n",
+       "      <td>0.32957</td>\n",
+       "      <td>0.45811</td>\n",
+       "      <td>2.45176</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Country          Region  Happiness Rank  Happiness Score  \\\n",
+       "0  Switzerland  Western Europe               1            7.587   \n",
+       "1      Iceland  Western Europe               2            7.561   \n",
+       "2      Denmark  Western Europe               3            7.527   \n",
+       "3       Norway  Western Europe               4            7.522   \n",
+       "4       Canada   North America               5            7.427   \n",
+       "\n",
+       "   Standard Error  Economy (GDP per Capita)   Family  \\\n",
+       "0         0.03411                   1.39651  1.34951   \n",
+       "1         0.04884                   1.30232  1.40223   \n",
+       "2         0.03328                   1.32548  1.36058   \n",
+       "3         0.03880                   1.45900  1.33095   \n",
+       "4         0.03553                   1.32629  1.32261   \n",
+       "\n",
+       "   Health (Life Expectancy)  Freedom  Trust (Government Corruption)  \\\n",
+       "0                   0.94143  0.66557                        0.41978   \n",
+       "1                   0.94784  0.62877                        0.14145   \n",
+       "2                   0.87464  0.64938                        0.48357   \n",
+       "3                   0.88521  0.66973                        0.36503   \n",
+       "4                   0.90563  0.63297                        0.32957   \n",
+       "\n",
+       "   Generosity  Dystopia Residual  \n",
+       "0     0.29678            2.51738  \n",
+       "1     0.43630            2.70201  \n",
+       "2     0.34139            2.49204  \n",
+       "3     0.34699            2.46531  \n",
+       "4     0.45811            2.45176  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#you can change the number in the brackets to increase/decrease how much data is shown\n",
+    "happiness.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 158 entries, 0 to 157\n",
+      "Data columns (total 12 columns):\n",
+      "Country                          158 non-null object\n",
+      "Region                           158 non-null object\n",
+      "Happiness Rank                   158 non-null int64\n",
+      "Happiness Score                  158 non-null float64\n",
+      "Standard Error                   158 non-null float64\n",
+      "Economy (GDP per Capita)         158 non-null float64\n",
+      "Family                           158 non-null float64\n",
+      "Health (Life Expectancy)         158 non-null float64\n",
+      "Freedom                          158 non-null float64\n",
+      "Trust (Government Corruption)    158 non-null float64\n",
+      "Generosity                       158 non-null float64\n",
+      "Dystopia Residual                158 non-null float64\n",
+      "dtypes: float64(9), int64(1), object(2)\n",
+      "memory usage: 14.9+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "happiness.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Happiness Rank</th>\n",
+       "      <th>Happiness Score</th>\n",
+       "      <th>Standard Error</th>\n",
+       "      <th>Economy (GDP per Capita)</th>\n",
+       "      <th>Family</th>\n",
+       "      <th>Health (Life Expectancy)</th>\n",
+       "      <th>Freedom</th>\n",
+       "      <th>Trust (Government Corruption)</th>\n",
+       "      <th>Generosity</th>\n",
+       "      <th>Dystopia Residual</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>158.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>79.493671</td>\n",
+       "      <td>5.375734</td>\n",
+       "      <td>0.047885</td>\n",
+       "      <td>0.846137</td>\n",
+       "      <td>0.991046</td>\n",
+       "      <td>0.630259</td>\n",
+       "      <td>0.428615</td>\n",
+       "      <td>0.143422</td>\n",
+       "      <td>0.237296</td>\n",
+       "      <td>2.098977</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>45.754363</td>\n",
+       "      <td>1.145010</td>\n",
+       "      <td>0.017146</td>\n",
+       "      <td>0.403121</td>\n",
+       "      <td>0.272369</td>\n",
+       "      <td>0.247078</td>\n",
+       "      <td>0.150693</td>\n",
+       "      <td>0.120034</td>\n",
+       "      <td>0.126685</td>\n",
+       "      <td>0.553550</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>2.839000</td>\n",
+       "      <td>0.018480</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.328580</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>40.250000</td>\n",
+       "      <td>4.526000</td>\n",
+       "      <td>0.037268</td>\n",
+       "      <td>0.545808</td>\n",
+       "      <td>0.856823</td>\n",
+       "      <td>0.439185</td>\n",
+       "      <td>0.328330</td>\n",
+       "      <td>0.061675</td>\n",
+       "      <td>0.150553</td>\n",
+       "      <td>1.759410</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>79.500000</td>\n",
+       "      <td>5.232500</td>\n",
+       "      <td>0.043940</td>\n",
+       "      <td>0.910245</td>\n",
+       "      <td>1.029510</td>\n",
+       "      <td>0.696705</td>\n",
+       "      <td>0.435515</td>\n",
+       "      <td>0.107220</td>\n",
+       "      <td>0.216130</td>\n",
+       "      <td>2.095415</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>118.750000</td>\n",
+       "      <td>6.243750</td>\n",
+       "      <td>0.052300</td>\n",
+       "      <td>1.158448</td>\n",
+       "      <td>1.214405</td>\n",
+       "      <td>0.811013</td>\n",
+       "      <td>0.549092</td>\n",
+       "      <td>0.180255</td>\n",
+       "      <td>0.309883</td>\n",
+       "      <td>2.462415</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>158.000000</td>\n",
+       "      <td>7.587000</td>\n",
+       "      <td>0.136930</td>\n",
+       "      <td>1.690420</td>\n",
+       "      <td>1.402230</td>\n",
+       "      <td>1.025250</td>\n",
+       "      <td>0.669730</td>\n",
+       "      <td>0.551910</td>\n",
+       "      <td>0.795880</td>\n",
+       "      <td>3.602140</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Happiness Rank  Happiness Score  Standard Error  \\\n",
+       "count      158.000000       158.000000      158.000000   \n",
+       "mean        79.493671         5.375734        0.047885   \n",
+       "std         45.754363         1.145010        0.017146   \n",
+       "min          1.000000         2.839000        0.018480   \n",
+       "25%         40.250000         4.526000        0.037268   \n",
+       "50%         79.500000         5.232500        0.043940   \n",
+       "75%        118.750000         6.243750        0.052300   \n",
+       "max        158.000000         7.587000        0.136930   \n",
+       "\n",
+       "       Economy (GDP per Capita)      Family  Health (Life Expectancy)  \\\n",
+       "count                158.000000  158.000000                158.000000   \n",
+       "mean                   0.846137    0.991046                  0.630259   \n",
+       "std                    0.403121    0.272369                  0.247078   \n",
+       "min                    0.000000    0.000000                  0.000000   \n",
+       "25%                    0.545808    0.856823                  0.439185   \n",
+       "50%                    0.910245    1.029510                  0.696705   \n",
+       "75%                    1.158448    1.214405                  0.811013   \n",
+       "max                    1.690420    1.402230                  1.025250   \n",
+       "\n",
+       "          Freedom  Trust (Government Corruption)  Generosity  \\\n",
+       "count  158.000000                     158.000000  158.000000   \n",
+       "mean     0.428615                       0.143422    0.237296   \n",
+       "std      0.150693                       0.120034    0.126685   \n",
+       "min      0.000000                       0.000000    0.000000   \n",
+       "25%      0.328330                       0.061675    0.150553   \n",
+       "50%      0.435515                       0.107220    0.216130   \n",
+       "75%      0.549092                       0.180255    0.309883   \n",
+       "max      0.669730                       0.551910    0.795880   \n",
+       "\n",
+       "       Dystopia Residual  \n",
+       "count         158.000000  \n",
+       "mean            2.098977  \n",
+       "std             0.553550  \n",
+       "min             0.328580  \n",
+       "25%             1.759410  \n",
+       "50%             2.095415  \n",
+       "75%             2.462415  \n",
+       "max             3.602140  "
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "happiness.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "happiness[\"Family\"].hist()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x1080 with 12 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "happiness.hist(bins=50, figsize=(20,15))\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "happiness.plot(kind=\"scatter\", x=\"Family\", y=\"Happiness Score\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "happiness.plot(kind=\"scatter\", x=\"Trust (Government Corruption)\", y=\"Happiness Score\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 16 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "attributes = [\"Happiness Score\", \"Economy (GDP per Capita)\", \"Family\",\n",
+    "\"Health (Life Expectancy)\"]\n",
+    "pd.plotting.scatter_matrix(happiness[attributes], figsize=(12, 8))\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "happiness.plot(kind=\"scatter\", x=\"Economy (GDP per Capita)\", y=\"Happiness Score\",\n",
+    "s=50, c=\"Generosity\", cmap=plt.get_cmap(\"jet\"), colorbar=True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Happiness Score                  1.000000\n",
+       "Economy (GDP per Capita)         0.780966\n",
+       "Family                           0.740605\n",
+       "Health (Life Expectancy)         0.724200\n",
+       "Freedom                          0.568211\n",
+       "Dystopia Residual                0.530474\n",
+       "Trust (Government Corruption)    0.395199\n",
+       "Generosity                       0.180319\n",
+       "Standard Error                  -0.177254\n",
+       "Happiness Rank                  -0.992105\n",
+       "Name: Happiness Score, dtype: float64"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "corr_matrix = happiness.corr()\n",
+    "corr_matrix[\"Happiness Score\"].sort_values(ascending=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Dataset 2: Police Shootings\n",
+    "You can access this dataset here: www.kaggle.com/washingtonpost/police-shootings\n",
+    "> This is an example of a dataset that is:\n",
+    "* Moderate quality\n",
+    "* Categorical"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATASET_PATH = './datasets/police_shooting/fatal-police-shootings-data.csv'\n",
+    "police = load_data(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>date</th>\n",
+       "      <th>manner_of_death</th>\n",
+       "      <th>armed</th>\n",
+       "      <th>age</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>race</th>\n",
+       "      <th>city</th>\n",
+       "      <th>state</th>\n",
+       "      <th>signs_of_mental_illness</th>\n",
+       "      <th>threat_level</th>\n",
+       "      <th>flee</th>\n",
+       "      <th>body_camera</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Tim Elliot</td>\n",
+       "      <td>1/2/2015</td>\n",
+       "      <td>shot</td>\n",
+       "      <td>gun</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>M</td>\n",
+       "      <td>A</td>\n",
+       "      <td>Shelton</td>\n",
+       "      <td>WA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>attack</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Lewis Lee Lembke</td>\n",
+       "      <td>1/2/2015</td>\n",
+       "      <td>shot</td>\n",
+       "      <td>gun</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>M</td>\n",
+       "      <td>W</td>\n",
+       "      <td>Aloha</td>\n",
+       "      <td>OR</td>\n",
+       "      <td>False</td>\n",
+       "      <td>attack</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>John Paul Quintero</td>\n",
+       "      <td>1/3/2015</td>\n",
+       "      <td>shot and Tasered</td>\n",
+       "      <td>unarmed</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>M</td>\n",
+       "      <td>H</td>\n",
+       "      <td>Wichita</td>\n",
+       "      <td>KS</td>\n",
+       "      <td>False</td>\n",
+       "      <td>other</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Matthew Hoffman</td>\n",
+       "      <td>1/4/2015</td>\n",
+       "      <td>shot</td>\n",
+       "      <td>toy weapon</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>M</td>\n",
+       "      <td>W</td>\n",
+       "      <td>San Francisco</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>attack</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Michael Rodriguez</td>\n",
+       "      <td>1/4/2015</td>\n",
+       "      <td>shot</td>\n",
+       "      <td>nail gun</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>M</td>\n",
+       "      <td>H</td>\n",
+       "      <td>Evans</td>\n",
+       "      <td>CO</td>\n",
+       "      <td>False</td>\n",
+       "      <td>attack</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 name      date   manner_of_death       armed   age gender  \\\n",
+       "0          Tim Elliot  1/2/2015              shot         gun  53.0      M   \n",
+       "1    Lewis Lee Lembke  1/2/2015              shot         gun  47.0      M   \n",
+       "2  John Paul Quintero  1/3/2015  shot and Tasered     unarmed  23.0      M   \n",
+       "3     Matthew Hoffman  1/4/2015              shot  toy weapon  32.0      M   \n",
+       "4   Michael Rodriguez  1/4/2015              shot    nail gun  39.0      M   \n",
+       "\n",
+       "  race           city state  signs_of_mental_illness threat_level  \\\n",
+       "0    A        Shelton    WA                     True       attack   \n",
+       "1    W          Aloha    OR                    False       attack   \n",
+       "2    H        Wichita    KS                    False        other   \n",
+       "3    W  San Francisco    CA                     True       attack   \n",
+       "4    H          Evans    CO                    False       attack   \n",
+       "\n",
+       "          flee  body_camera  \n",
+       "0  Not fleeing        False  \n",
+       "1  Not fleeing        False  \n",
+       "2  Not fleeing        False  \n",
+       "3  Not fleeing        False  \n",
+       "4  Not fleeing        False  "
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 5416 entries, 0 to 5415\n",
+      "Data columns (total 13 columns):\n",
+      "name                       5416 non-null object\n",
+      "date                       5416 non-null object\n",
+      "manner_of_death            5416 non-null object\n",
+      "armed                      5189 non-null object\n",
+      "age                        5181 non-null float64\n",
+      "gender                     5414 non-null object\n",
+      "race                       4895 non-null object\n",
+      "city                       5416 non-null object\n",
+      "state                      5416 non-null object\n",
+      "signs_of_mental_illness    5416 non-null bool\n",
+      "threat_level               5416 non-null object\n",
+      "flee                       5167 non-null object\n",
+      "body_camera                5416 non-null bool\n",
+      "dtypes: bool(2), float64(1), object(10)\n",
+      "memory usage: 476.1+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "police.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>age</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>5181.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>37.117931</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>13.116135</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>6.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>27.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>35.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>46.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>91.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "               age\n",
+       "count  5181.000000\n",
+       "mean     37.117931\n",
+       "std      13.116135\n",
+       "min       6.000000\n",
+       "25%      27.000000\n",
+       "50%      35.000000\n",
+       "75%      46.000000\n",
+       "max      91.000000"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police.describe()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Summary of people who were fleeing/mode of fleeing**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Not fleeing    3411\n",
+       "Car             900\n",
+       "Foot            692\n",
+       "Other           164\n",
+       "Name: flee, dtype: int64"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police[\"flee\"].value_counts()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Frequency histogram showing age based distribution of shooting victims**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "police[\"age\"].hist()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Age of youngest victim:  6.0\n",
+      "Age of oldest victim:  91.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Age of youngest victim: \",police[\"age\"].min())\n",
+    "print(\"Age of oldest victim: \",police[\"age\"].max())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Gender distribution**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "gender\n",
+       "F     238\n",
+       "M    5176\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police.groupby('gender').size()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "M    95.60399\n",
+       "F     4.39601\n",
+       "Name: gender, dtype: float64"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police['gender'].value_counts(normalize=True) * 100"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "labels = police['gender'].astype('category').cat.categories.tolist()\n",
+    "counts = police['gender'].value_counts()\n",
+    "sizes = [counts[var_cat] for var_cat in labels]\n",
+    "fig1, ax1 = plt.subplots()\n",
+    "ax1.pie(sizes, labels=labels, autopct='%1.1f%%', shadow=False) \n",
+    "ax1.axis('equal')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Race Distribution**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "W    50.582227\n",
+       "B    26.516854\n",
+       "H    18.426966\n",
+       "A     1.899898\n",
+       "N     1.593463\n",
+       "O     0.980592\n",
+       "Name: race, dtype: float64"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police['race'].value_counts(normalize=True) * 100"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Visualise race distribution where**\n",
+    " W: White, non-Hispanic B: Black, non-Hispanic A: Asian N: Native American H: Hispanic O: Other None: unknown"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "\n",
+    "race_count = police['race'].value_counts()\n",
+    "sns.set(style=\"darkgrid\")\n",
+    "sns.barplot(race_count.index, race_count.values, alpha=0.9)\n",
+    "plt.title('Frequency Distribution of Races')\n",
+    "plt.ylabel('Number of Occurrences', fontsize=12)\n",
+    "plt.xlabel('Race', fontsize=12)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Exercise 1\n",
+    "Use pandas and matplot lib to show the rate of shootings overtime"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Exercise 2\n",
+    "Locate another dataset on one of the websites mentioned above. Find interesting ways to visualise patterns, and post your work on SLACK!"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/topic_14/datasets/.gitkeep b/topic_14/datasets/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_14/datasets/2018.csv b/topic_14/datasets/2018.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19d77f16ba49b4c3efb56f7f30007f0dfb8dec95
--- /dev/null
+++ b/topic_14/datasets/2018.csv
@@ -0,0 +1,157 @@
+Overall rank,Country or region,Score,GDP per capita,Social support,Healthy life expectancy,Freedom to make life choices,Generosity,Perceptions of corruption
+1,Finland,7.632,1.305,1.592,0.874,0.681,0.202,0.393
+2,Norway,7.594,1.456,1.582,0.861,0.686,0.286,0.340
+3,Denmark,7.555,1.351,1.590,0.868,0.683,0.284,0.408
+4,Iceland,7.495,1.343,1.644,0.914,0.677,0.353,0.138
+5,Switzerland,7.487,1.420,1.549,0.927,0.660,0.256,0.357
+6,Netherlands,7.441,1.361,1.488,0.878,0.638,0.333,0.295
+7,Canada,7.328,1.330,1.532,0.896,0.653,0.321,0.291
+8,New Zealand,7.324,1.268,1.601,0.876,0.669,0.365,0.389
+9,Sweden,7.314,1.355,1.501,0.913,0.659,0.285,0.383
+10,Australia,7.272,1.340,1.573,0.910,0.647,0.361,0.302
+11,United Kingdom,7.190,1.244,1.433,0.888,0.464,0.262,0.082
+12,Austria,7.139,1.341,1.504,0.891,0.617,0.242,0.224
+13,Costa Rica,7.072,1.010,1.459,0.817,0.632,0.143,0.101
+14,Ireland,6.977,1.448,1.583,0.876,0.614,0.307,0.306
+15,Germany,6.965,1.340,1.474,0.861,0.586,0.273,0.280
+16,Belgium,6.927,1.324,1.483,0.894,0.583,0.188,0.240
+17,Luxembourg,6.910,1.576,1.520,0.896,0.632,0.196,0.321
+18,United States,6.886,1.398,1.471,0.819,0.547,0.291,0.133
+19,Israel,6.814,1.301,1.559,0.883,0.533,0.354,0.272
+20,United Arab Emirates,6.774,2.096,0.776,0.670,0.284,0.186,N/A
+21,Czech Republic,6.711,1.233,1.489,0.854,0.543,0.064,0.034
+22,Malta,6.627,1.270,1.525,0.884,0.645,0.376,0.142
+23,France,6.489,1.293,1.466,0.908,0.520,0.098,0.176
+24,Mexico,6.488,1.038,1.252,0.761,0.479,0.069,0.095
+25,Chile,6.476,1.131,1.331,0.808,0.431,0.197,0.061
+26,Taiwan,6.441,1.365,1.436,0.857,0.418,0.151,0.078
+27,Panama,6.430,1.112,1.438,0.759,0.597,0.125,0.063
+28,Brazil,6.419,0.986,1.474,0.675,0.493,0.110,0.088
+29,Argentina,6.388,1.073,1.468,0.744,0.570,0.062,0.054
+30,Guatemala,6.382,0.781,1.268,0.608,0.604,0.179,0.071
+31,Uruguay,6.379,1.093,1.459,0.771,0.625,0.130,0.155
+32,Qatar,6.374,1.649,1.303,0.748,0.654,0.256,0.171
+33,Saudi Arabia,6.371,1.379,1.331,0.633,0.509,0.098,0.127
+34,Singapore,6.343,1.529,1.451,1.008,0.631,0.261,0.457
+35,Malaysia,6.322,1.161,1.258,0.669,0.356,0.311,0.059
+36,Spain,6.310,1.251,1.538,0.965,0.449,0.142,0.074
+37,Colombia,6.260,0.960,1.439,0.635,0.531,0.099,0.039
+38,Trinidad & Tobago,6.192,1.223,1.492,0.564,0.575,0.171,0.019
+39,Slovakia,6.173,1.210,1.537,0.776,0.354,0.118,0.014
+40,El Salvador,6.167,0.806,1.231,0.639,0.461,0.065,0.082
+41,Nicaragua,6.141,0.668,1.319,0.700,0.527,0.208,0.128
+42,Poland,6.123,1.176,1.448,0.781,0.546,0.108,0.064
+43,Bahrain,6.105,1.338,1.366,0.698,0.594,0.243,0.123
+44,Uzbekistan,6.096,0.719,1.584,0.605,0.724,0.328,0.259
+45,Kuwait,6.083,1.474,1.301,0.675,0.554,0.167,0.106
+46,Thailand,6.072,1.016,1.417,0.707,0.637,0.364,0.029
+47,Italy,6.000,1.264,1.501,0.946,0.281,0.137,0.028
+48,Ecuador,5.973,0.889,1.330,0.736,0.556,0.114,0.120
+49,Belize,5.956,0.807,1.101,0.474,0.593,0.183,0.089
+50,Lithuania,5.952,1.197,1.527,0.716,0.350,0.026,0.006
+51,Slovenia,5.948,1.219,1.506,0.856,0.633,0.160,0.051
+52,Romania,5.945,1.116,1.219,0.726,0.528,0.088,0.001
+53,Latvia,5.933,1.148,1.454,0.671,0.363,0.092,0.066
+54,Japan,5.915,1.294,1.462,0.988,0.553,0.079,0.150
+55,Mauritius,5.891,1.090,1.387,0.684,0.584,0.245,0.050
+56,Jamaica,5.890,0.819,1.493,0.693,0.575,0.096,0.031
+57,South Korea,5.875,1.266,1.204,0.955,0.244,0.175,0.051
+58,Northern Cyprus,5.835,1.229,1.211,0.909,0.495,0.179,0.154
+59,Russia,5.810,1.151,1.479,0.599,0.399,0.065,0.025
+60,Kazakhstan,5.790,1.143,1.516,0.631,0.454,0.148,0.121
+61,Cyprus,5.762,1.229,1.191,0.909,0.423,0.202,0.035
+62,Bolivia,5.752,0.751,1.223,0.508,0.606,0.141,0.054
+63,Estonia,5.739,1.200,1.532,0.737,0.553,0.086,0.174
+64,Paraguay,5.681,0.835,1.522,0.615,0.541,0.162,0.074
+65,Peru,5.663,0.934,1.249,0.674,0.530,0.092,0.034
+66,Kosovo,5.662,0.855,1.230,0.578,0.448,0.274,0.023
+67,Moldova,5.640,0.657,1.301,0.620,0.232,0.171,0.000
+68,Turkmenistan,5.636,1.016,1.533,0.517,0.417,0.199,0.037
+69,Hungary,5.620,1.171,1.401,0.732,0.259,0.061,0.022
+70,Libya,5.566,0.985,1.350,0.553,0.496,0.116,0.148
+71,Philippines,5.524,0.775,1.312,0.513,0.643,0.120,0.105
+72,Honduras,5.504,0.620,1.205,0.622,0.459,0.197,0.074
+73,Belarus,5.483,1.039,1.498,0.700,0.307,0.101,0.154
+74,Turkey,5.483,1.148,1.380,0.686,0.324,0.106,0.109
+75,Pakistan,5.472,0.652,0.810,0.424,0.334,0.216,0.113
+76,Hong Kong,5.430,1.405,1.290,1.030,0.524,0.246,0.291
+77,Portugal,5.410,1.188,1.429,0.884,0.562,0.055,0.017
+78,Serbia,5.398,0.975,1.369,0.685,0.288,0.134,0.043
+79,Greece,5.358,1.154,1.202,0.879,0.131,0.000,0.044
+80,Lebanon,5.358,0.965,1.179,0.785,0.503,0.214,0.136
+81,Montenegro,5.347,1.017,1.279,0.729,0.259,0.111,0.081
+82,Croatia,5.321,1.115,1.161,0.737,0.380,0.120,0.039
+83,Dominican Republic,5.302,0.982,1.441,0.614,0.578,0.120,0.106
+84,Algeria,5.295,0.979,1.154,0.687,0.077,0.055,0.135
+85,Morocco,5.254,0.779,0.797,0.669,0.460,0.026,0.074
+86,China,5.246,0.989,1.142,0.799,0.597,0.029,0.103
+87,Azerbaijan,5.201,1.024,1.161,0.603,0.430,0.031,0.176
+88,Tajikistan,5.199,0.474,1.166,0.598,0.292,0.187,0.034
+89,Macedonia,5.185,0.959,1.239,0.691,0.394,0.173,0.052
+90,Jordan,5.161,0.822,1.265,0.645,0.468,0.130,0.134
+91,Nigeria,5.155,0.689,1.172,0.048,0.462,0.201,0.032
+92,Kyrgyzstan,5.131,0.530,1.416,0.594,0.540,0.281,0.035
+93,Bosnia and Herzegovina,5.129,0.915,1.078,0.758,0.280,0.216,0.000
+94,Mongolia,5.125,0.914,1.517,0.575,0.395,0.253,0.032
+95,Vietnam,5.103,0.715,1.365,0.702,0.618,0.177,0.079
+96,Indonesia,5.093,0.899,1.215,0.522,0.538,0.484,0.018
+97,Bhutan,5.082,0.796,1.335,0.527,0.541,0.364,0.171
+98,Somalia,4.982,0.000,0.712,0.115,0.674,0.238,0.282
+99,Cameroon,4.975,0.535,0.891,0.182,0.454,0.183,0.043
+100,Bulgaria,4.933,1.054,1.515,0.712,0.359,0.064,0.009
+101,Nepal,4.880,0.425,1.228,0.539,0.526,0.302,0.078
+102,Venezuela,4.806,0.996,1.469,0.657,0.133,0.056,0.052
+103,Gabon,4.758,1.036,1.164,0.404,0.356,0.032,0.052
+104,Palestinian Territories,4.743,0.642,1.217,0.602,0.266,0.086,0.076
+105,South Africa,4.724,0.940,1.410,0.330,0.516,0.103,0.056
+106,Iran,4.707,1.059,0.771,0.691,0.459,0.282,0.129
+107,Ivory Coast,4.671,0.541,0.872,0.080,0.467,0.146,0.103
+108,Ghana,4.657,0.592,0.896,0.337,0.499,0.212,0.029
+109,Senegal,4.631,0.429,1.117,0.433,0.406,0.138,0.082
+110,Laos,4.623,0.720,1.034,0.441,0.626,0.230,0.174
+111,Tunisia,4.592,0.900,0.906,0.690,0.271,0.040,0.063
+112,Albania,4.586,0.916,0.817,0.790,0.419,0.149,0.032
+113,Sierra Leone,4.571,0.256,0.813,0.000,0.355,0.238,0.053
+114,Congo (Brazzaville),4.559,0.682,0.811,0.343,0.514,0.091,0.077
+115,Bangladesh,4.500,0.532,0.850,0.579,0.580,0.153,0.144
+116,Sri Lanka,4.471,0.918,1.314,0.672,0.585,0.307,0.050
+117,Iraq,4.456,1.010,0.971,0.536,0.304,0.148,0.095
+118,Mali,4.447,0.370,1.233,0.152,0.367,0.139,0.056
+119,Namibia,4.441,0.874,1.281,0.365,0.519,0.051,0.064
+120,Cambodia,4.433,0.549,1.088,0.457,0.696,0.256,0.065
+121,Burkina Faso,4.424,0.314,1.097,0.254,0.312,0.175,0.128
+122,Egypt,4.419,0.885,1.025,0.553,0.312,0.092,0.107
+123,Mozambique,4.417,0.198,0.902,0.173,0.531,0.206,0.158
+124,Kenya,4.410,0.493,1.048,0.454,0.504,0.352,0.055
+125,Zambia,4.377,0.562,1.047,0.295,0.503,0.221,0.082
+126,Mauritania,4.356,0.557,1.245,0.292,0.129,0.134,0.093
+127,Ethiopia,4.350,0.308,0.950,0.391,0.452,0.220,0.146
+128,Georgia,4.340,0.853,0.592,0.643,0.375,0.038,0.215
+129,Armenia,4.321,0.816,0.990,0.666,0.260,0.077,0.028
+130,Myanmar,4.308,0.682,1.174,0.429,0.580,0.598,0.178
+131,Chad,4.301,0.358,0.907,0.053,0.189,0.181,0.060
+132,Congo (Kinshasa),4.245,0.069,1.136,0.204,0.312,0.197,0.052
+133,India,4.190,0.721,0.747,0.485,0.539,0.172,0.093
+134,Niger,4.166,0.131,0.867,0.221,0.390,0.175,0.099
+135,Uganda,4.161,0.322,1.090,0.237,0.450,0.259,0.061
+136,Benin,4.141,0.378,0.372,0.240,0.440,0.163,0.067
+137,Sudan,4.139,0.605,1.240,0.312,0.016,0.134,0.082
+138,Ukraine,4.103,0.793,1.413,0.609,0.163,0.187,0.011
+139,Togo,3.999,0.259,0.474,0.253,0.434,0.158,0.101
+140,Guinea,3.964,0.344,0.792,0.211,0.394,0.185,0.094
+141,Lesotho,3.808,0.472,1.215,0.079,0.423,0.116,0.112
+142,Angola,3.795,0.730,1.125,0.269,0.000,0.079,0.061
+143,Madagascar,3.774,0.262,0.908,0.402,0.221,0.155,0.049
+144,Zimbabwe,3.692,0.357,1.094,0.248,0.406,0.132,0.099
+145,Afghanistan,3.632,0.332,0.537,0.255,0.085,0.191,0.036
+146,Botswana,3.590,1.017,1.174,0.417,0.557,0.042,0.092
+147,Malawi,3.587,0.186,0.541,0.306,0.531,0.210,0.080
+148,Haiti,3.582,0.315,0.714,0.289,0.025,0.392,0.104
+149,Liberia,3.495,0.076,0.858,0.267,0.419,0.206,0.030
+150,Syria,3.462,0.689,0.382,0.539,0.088,0.376,0.144
+151,Rwanda,3.408,0.332,0.896,0.400,0.636,0.200,0.444
+152,Yemen,3.355,0.442,1.073,0.343,0.244,0.083,0.064
+153,Tanzania,3.303,0.455,0.991,0.381,0.481,0.270,0.097
+154,South Sudan,3.254,0.337,0.608,0.177,0.112,0.224,0.106
+155,Central African Republic,3.083,0.024,0.000,0.010,0.305,0.218,0.038
+156,Burundi,2.905,0.091,0.627,0.145,0.065,0.149,0.076
diff --git a/topic_14/datasets/fatal-police-shootings-data.csv b/topic_14/datasets/fatal-police-shootings-data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed5cf431477b7779f464a20175d080842ae0b735
--- /dev/null
+++ b/topic_14/datasets/fatal-police-shootings-data.csv
@@ -0,0 +1,5417 @@
+name,date,manner_of_death,armed,age,gender,race,city,state,signs_of_mental_illness,threat_level,flee,body_camera
+Tim Elliot,1/2/2015,shot,gun,53,M,A,Shelton,WA,TRUE,attack,Not fleeing,FALSE
+Lewis Lee Lembke,1/2/2015,shot,gun,47,M,W,Aloha,OR,FALSE,attack,Not fleeing,FALSE
+John Paul Quintero,1/3/2015,shot and Tasered,unarmed,23,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Matthew Hoffman,1/4/2015,shot,toy weapon,32,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Michael Rodriguez,1/4/2015,shot,nail gun,39,M,H,Evans,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Joe Brown,1/4/2015,shot,gun,18,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Arnold Buck,1/5/2015,shot,gun,22,M,H,Chandler,AZ,FALSE,attack,Car,FALSE
+Brock Nichols,1/6/2015,shot,gun,35,M,W,Assaria,KS,FALSE,attack,Not fleeing,FALSE
+Autumn Steele,1/6/2015,shot,unarmed,34,F,W,Burlington,IA,FALSE,other,Not fleeing,TRUE
+Leslie Sapp III,1/6/2015,shot,toy weapon,47,M,B,Knoxville,PA,FALSE,attack,Not fleeing,FALSE
+Patrick Wetter,1/6/2015,shot and Tasered,knife,25,M,W,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Ron Sneed,1/7/2015,shot,gun,31,M,B,Freeport,TX,FALSE,attack,Not fleeing,FALSE
+Hashim Hanif Ibn Abdul-Rasheed,1/7/2015,shot,knife,41,M,B,Columbus,OH,TRUE,other,Not fleeing,FALSE
+Nicholas Ryan Brickman,1/7/2015,shot,gun,30,M,W,Des Moines,IA,FALSE,attack,Car,FALSE
+Omarr Julian Maximillian Jackson,1/7/2015,shot,gun,37,M,B,New Orleans,LA,FALSE,attack,Foot,TRUE
+Loren Simpson,1/8/2015,shot,,28,M,W,Huntley,MT,FALSE,undetermined,Not fleeing,FALSE
+James Dudley Barker,1/8/2015,shot,shovel,42,M,W,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+Artago Damon Howard,1/8/2015,shot,unarmed,36,M,B,Strong,AR,FALSE,attack,Not fleeing,FALSE
+Thomas Hamby,1/8/2015,shot,gun,49,M,W,Syracuse,UT,FALSE,attack,Not fleeing,TRUE
+Jimmy Foreman,1/9/2015,shot,gun,71,M,W,England,AR,FALSE,attack,Not fleeing,FALSE
+Andy Martinez,1/9/2015,shot,gun,33,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Tommy Smith,1/11/2015,shot,gun,39,M,W,Arcola,IL,TRUE,attack,Not fleeing,FALSE
+Brian  Barbosa,1/11/2015,shot,gun,23,M,H,South Gate,CA,FALSE,attack,Not fleeing,FALSE
+Salvador Figueroa,1/11/2015,shot and Tasered,gun,29,M,H,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+John Edward O'Keefe,1/13/2015,shot,gun,34,M,W,Albuquerque,NM,FALSE,attack,Foot,TRUE
+Richard McClendon,1/13/2015,shot,knife,43,M,W,Jourdanton,TX,TRUE,other,Not fleeing,FALSE
+Marcus Golden,1/14/2015,shot,,24,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Michael Goebel,1/14/2015,shot,,29,M,W,Franklin County,MO,FALSE,attack,Not fleeing,FALSE
+Mario Jordan,1/14/2015,shot,gun,34,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,FALSE
+Talbot Schroeder,1/14/2015,shot,knife,75,M,W,Old Bridge,NJ,FALSE,attack,Not fleeing,FALSE
+Robert Edwards,1/14/2015,shot,gun,68,M,W,Lake Jackson,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey R. Nielson,1/14/2015,shot,knife,34,M,W,Draper,UT,FALSE,attack,Not fleeing,TRUE
+Donte Sowell,1/15/2015,shot,gun,27,M,B,Indianapolis,IN,FALSE,attack,Foot,FALSE
+Kavonda Earl Payton,1/15/2015,shot,gun,39,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Quincy Reed Reindl,1/15/2015,shot,gun,24,M,W,Bloomington,MN,TRUE,attack,Not fleeing,FALSE
+Jose Ceja,1/15/2015,shot,knife,36,M,H,Fairfield,CA,TRUE,other,Not fleeing,FALSE
+Nathan Massey,1/15/2015,shot,gun,33,M,W,Evangeline Parish,LA,FALSE,attack,Not fleeing,FALSE
+Scott Hall,1/16/2015,shot,gun,41,M,W,Mabank,TX,FALSE,attack,Car,FALSE
+Zaki Shinwary,1/16/2015,shot and Tasered,knife,48,M,O,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Terence Walker,1/17/2015,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,TRUE
+Pablo Meza,1/17/2015,shot,gun,24,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Brumley,1/17/2015,shot,knife,27,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Jonathan Guillory,1/18/2015,shot,gun,32,M,W,Maricopa,AZ,TRUE,attack,Not fleeing,FALSE
+Carter Castle,1/18/2015,shot and Tasered,gun,67,M,W,Gunlock,KY,TRUE,attack,Not fleeing,FALSE
+Paul Campbell,1/19/2015,shot,knife,49,M,W,Weymouth,MA,FALSE,attack,Not fleeing,FALSE
+Dewayne Carr,1/20/2015,shot,,42,M,B,Scottsdale,AZ,FALSE,other,Car,FALSE
+Todd Allen Hodge,1/21/2015,shot,gun,36,M,W,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Angel de Santos-Rodriguez,1/21/2015,shot,gun,36,M,H,Chapeno,TX,FALSE,attack,Foot,FALSE
+Isaac Holmes,1/21/2015,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Toto,1/21/2015,shot,gun,54,M,W,Derry,NH,TRUE,attack,Not fleeing,FALSE
+Tiano Meton,1/22/2015,shot,toy weapon,25,M,B,Sierra Blanca,TX,FALSE,attack,Car,FALSE
+Kristiana Coignard,1/22/2015,shot and Tasered,knife,17,F,W,Longview,TX,TRUE,other,Not fleeing,FALSE
+Demaris Turner,1/23/2015,shot,,29,M,B,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Jose Antonio Espinoza Ruiz,1/23/2015,shot,knife,56,M,H,Levelland,TX,FALSE,other,Not fleeing,FALSE
+Robert Francis Mesch,1/23/2015,shot,gun,61,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Daryl Myler,1/24/2015,shot,gun,45,M,W,Rexburg,ID,FALSE,attack,Not fleeing,FALSE
+Darin Hutchins,1/24/2015,shot,knife,26,M,B,Baltimore,MD,TRUE,other,Not fleeing,FALSE
+Wendell King,1/24/2015,shot,gun,40,M,W,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Orlando Jude Lopez,1/25/2015,shot,gun,26,M,H,Pueblo,CO,FALSE,attack,Car,FALSE
+William Campbell,1/25/2015,shot,gun,59,M,,Winslow,NJ,FALSE,attack,Not fleeing,FALSE
+Jessie Hernandez,1/26/2015,shot,,17,F,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Raymond Kmetz,1/26/2015,shot,gun,68,M,W,New Hope,MN,TRUE,attack,Not fleeing,FALSE
+Joshua Omar Garcia,1/26/2015,shot,unarmed,24,M,H,Tahoka,TX,FALSE,other,Car,FALSE
+David Garcia,1/26/2015,shot,knife,34,M,H,Wasco,CA,TRUE,other,Not fleeing,FALSE
+Tiffany Terry,1/27/2015,shot,knife,39,F,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Nicolas Leland Tewa,1/27/2015,shot,,26,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Chris Ingram,1/27/2015,shot,gun,29,M,W,Morenci,AZ,FALSE,attack,Not fleeing,FALSE
+Jermonte Fletcher,1/27/2015,shot,gun,33,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Alan Lance Alverson,1/28/2015,shot,gun,45,M,W,Sunset,TX,FALSE,attack,Not fleeing,FALSE
+Cody Karasek,1/28/2015,shot,gun,26,M,W,Rosenberg,TX,FALSE,attack,Not fleeing,FALSE
+Matautu Nuu,1/28/2015,shot and Tasered,hammer,35,M,A,Stockton,CA,TRUE,attack,Not fleeing,FALSE
+Alan James,1/29/2015,shot,gun,31,M,W,Wyoming,MI,TRUE,attack,Not fleeing,FALSE
+Ralph Willis,1/29/2015,shot,unarmed,42,M,W,Stillwater,OK,FALSE,other,Foot,FALSE
+John Barry Marshall,1/30/2015,shot,gun,48,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Victor Manuel Reyes,1/31/2015,shot,gun,31,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Edward Donnell Bright,1/31/2015,shot and Tasered,knife,54,M,B,Randallstown,MD,TRUE,other,Not fleeing,FALSE
+David Kassick,2/2/2015,shot,unarmed,59,M,W,Hummelstown,PA,FALSE,other,Foot,FALSE
+Francis Murphy Rose III,2/2/2015,shot,gun,42,M,W,Apple Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jacob Haglund,2/2/2015,shot,gun,17,M,W,Bay City,MI,FALSE,attack,Not fleeing,FALSE
+Ledarius D. Williams,2/3/2015,shot,gun,23,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Yuvette Henderson,2/3/2015,shot,gun,38,F,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Dewayne Deshawn Ward,2/3/2015,shot,knife,29,M,B,Antioch,CA,TRUE,other,Not fleeing,FALSE
+Anthony Purvis,2/3/2015,shot,gun,45,M,W,Douglas,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy Lett,2/4/2015,shot,unarmed,28,M,B,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Izzy Colon,2/4/2015,shot,gun,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Salvador Muna,2/4/2015,shot,gun,28,M,H,Tempe,AZ,FALSE,attack,Car,FALSE
+Joaquin Hernandez,2/4/2015,shot,unarmed,28,M,H,Tempe,AZ,FALSE,other,Not fleeing,FALSE
+Jimmy Ray Robinson Jr.,2/4/2015,shot,gun,51,M,B,Lorena,TX,FALSE,attack,Car,FALSE
+Markell Atkins,2/4/2015,shot,knife,36,M,B,Memphis,TN,FALSE,other,Not fleeing,FALSE
+Paul Alfred Eugene Johnson,2/5/2015,shot,gun,59,M,W,Chino,CA,FALSE,other,Car,FALSE
+Herbert Hill,2/6/2015,shot,gun,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+John  Sawyer,2/7/2015,shot,toy weapon,26,M,W,Calimesa,CA,FALSE,attack,Not fleeing,FALSE
+James Allen,2/7/2015,shot,gun,74,M,B,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+John Martin Whittaker,2/8/2015,shot,gun,33,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Sawyer Flache,2/8/2015,shot,gun,27,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Vincent Cordaro,2/8/2015,shot,gun,57,M,W,New City,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Paffen,2/8/2015,shot,gun,46,M,W,Orange County,FL,FALSE,attack,Not fleeing,FALSE
+Larry Hostetter,2/8/2015,shot,gun,41,M,W,Nocona,TX,FALSE,attack,Not fleeing,FALSE
+Kenneth Kreyssig,2/9/2015,shot,gun,61,M,W,Smyrna,ME,TRUE,undetermined,Not fleeing,FALSE
+Desmond Luster,2/9/2015,shot,gun,45,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Bess,2/10/2015,shot,gun,49,M,B,Whitehaven,TN,FALSE,attack,Not fleeing,FALSE
+Brian Fritze,2/10/2015,shot,gun,45,M,W,New Castle,CO,TRUE,attack,Car,FALSE
+Antonio Zambrano-Montes,2/10/2015,shot and Tasered,unarmed,35,M,H,Pasco,WA,TRUE,other,Foot,FALSE
+Phillip Watkins,2/11/2015,shot,knife,23,M,B,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Fletcher Ray Stewart,2/11/2015,shot,toy weapon,46,M,W,Dadeville,AL,TRUE,attack,Foot,TRUE
+Jonathan Larry Harden,2/13/2015,shot,,23,M,W,San Bernardino,CA,FALSE,attack,Car,FALSE
+Andres Lara-Rodriguez,2/13/2015,shot,gun,21,M,H,Kansas City,KS,FALSE,attack,Car,FALSE
+Richard Carlin,2/13/2015,shot,unarmed,35,M,H,Reading,PA,FALSE,other,Not fleeing,FALSE
+Matthew D. Belk,2/13/2015,shot,gun,27,M,W,McLemoresville,TN,FALSE,attack,Not fleeing,FALSE
+Daniel Mejia,2/13/2015,shot,knife,37,M,H,San Manuel,AZ,TRUE,other,Not fleeing,FALSE
+Jason C. Hendrix,2/14/2015,shot,gun,16,M,W,Essex,MD,TRUE,attack,Car,FALSE
+Roy Joy Day,2/14/2015,shot,gun,51,M,W,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Howard Brent Means Jr.,2/15/2015,shot,gun,34,M,W,Iuka,MS,FALSE,attack,Foot,FALSE
+Bruce Steward,2/15/2015,shot,hatchet,34,M,W,Colton,OR,TRUE,other,Not fleeing,FALSE
+Lavall Hall,2/15/2015,shot and Tasered,unarmed,25,M,B,Miami Gardens,FL,TRUE,other,Not fleeing,FALSE
+Lawrence Caldwell,2/16/2015,shot,gun,56,M,W,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Michael K. Casper,2/16/2015,shot,gun,26,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Cody Evans,2/16/2015,shot,toy weapon,24,M,W,Provo,UT,TRUE,attack,Not fleeing,FALSE
+Betty Sexton,2/17/2015,shot,gun,43,F,W,Gaston County,NC,FALSE,attack,Not fleeing,FALSE
+Michael Ireland,2/17/2015,shot,unarmed,31,M,W,Springfield,MO,FALSE,other,Foot,FALSE
+Matthew Lundy,2/17/2015,shot,gun,32,M,W,Eaton Rapids Township,MI,FALSE,attack,Not fleeing,FALSE
+Douglas Sparks,2/17/2015,shot,toy weapon,30,M,W,Tewksbury,MA,FALSE,attack,Foot,FALSE
+Pedro Juan Saldivar,2/17/2015,shot,,50,M,H,Del Rio,TX,FALSE,other,Not fleeing,FALSE
+Janisha Fonville,2/18/2015,shot,undetermined,20,F,B,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Ruben Villalpando,2/20/2015,shot,unarmed,31,M,H,Euless,TX,FALSE,other,Not fleeing,FALSE
+Stanley Lamar Grant,2/20/2015,shot,gun,38,M,B,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Douglas Harris,2/20/2015,shot,gun,77,M,B,Birmingham,AL,TRUE,attack,Not fleeing,FALSE
+Alejandro Salazar,2/20/2015,shot,gun,,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Jason Moncrief Carter,2/21/2015,shot,gun,41,M,W,Ruidoso,NM,FALSE,attack,Not fleeing,FALSE
+Kent Norman,2/21/2015,shot,knife,51,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Bradford Leonard,2/22/2015,shot,gun,50,M,W,Palm Bay,FL,FALSE,attack,Not fleeing,FALSE
+Robert Kohl,2/23/2015,shot,gun,47,M,W,Denham Springs,LA,TRUE,attack,Not fleeing,FALSE
+Michael Wayne Smashey,2/23/2015,shot,knife,37,M,W,Powder Springs,GA,FALSE,other,Not fleeing,FALSE
+Anthony Giaquinta,2/23/2015,shot,gun,41,M,W,Clarkesville,GA,FALSE,attack,Foot,FALSE
+A'Donte Washington,2/23/2015,shot,gun,16,M,B,Millbrook,AL,FALSE,attack,Not fleeing,FALSE
+Jerome Nichols,2/23/2015,shot and Tasered,knife,42,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Daniel Elrod,2/23/2015,shot and Tasered,unarmed,39,M,W,Omaha,NE,FALSE,other,Not fleeing,FALSE
+Joseph Biegert,2/24/2015,shot and Tasered,knife,30,M,W,Green Bay,WI,TRUE,attack,Not fleeing,FALSE
+Glenn Lewis,2/25/2015,shot,,27,M,B,Oklahoma City,OK,FALSE,other,Car,FALSE
+Francis Spivey,2/25/2015,shot,gun,43,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+David Cuevas,2/26/2015,shot,gun,42,M,H,Lakeland,FL,FALSE,attack,Foot,FALSE
+Amilcar Perez-Lopez,2/26/2015,shot,knife,21,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Rodney Biggs,2/26/2015,shot,unarmed,49,M,W,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Crystal Lee Miley Harry,2/26/2015,shot,gun,34,F,W,Sylvester,GA,FALSE,attack,Car,FALSE
+Alexander Phillip Long,2/26/2015,shot and Tasered,unarmed,31,M,W,Terre Haute,IN,FALSE,other,Not fleeing,FALSE
+Ernesto Javiar Canepa Diaz,2/27/2015,shot,unarmed,27,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Chazsten Freeman,2/28/2015,shot,gun,24,M,W,Pelzer,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Allen,2/28/2015,shot,unarmed,34,M,B,St Louis,MO,FALSE,other,Car,FALSE
+Jessica Uribe,2/28/2015,shot,knife,28,F,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Cornelius J. Parker,2/28/2015,shot,gun,28,M,B,Columbia,MO,FALSE,attack,Car,FALSE
+Ian Sherrod,2/28/2015,shot,gun,40,M,B,Tarboro,NC,TRUE,attack,Car,FALSE
+Stephanie Hill,2/28/2015,shot,gun,37,F,W,La Paz County,AZ,FALSE,attack,Car,FALSE
+Deven Guilford,2/28/2015,shot and Tasered,unarmed,17,M,W,Roxand Township,MI,FALSE,attack,Not fleeing,TRUE
+Hung Trieu,3/1/2015,shot,gun,35,M,A,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lewis Matkins,3/1/2015,shot,gun,49,M,W,Barton,MS,FALSE,attack,Not fleeing,FALSE
+Charly Leundeu Keunang,3/1/2015,shot and Tasered,unarmed,43,M,B,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Shaquille Barrow,3/2/2015,shot,gun,20,M,B,Joilet,IL,FALSE,other,Foot,FALSE
+Fednel Rhinvil,3/3/2015,shot,gun,25,M,B,Salisbury,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Metz,3/3/2015,shot,knife,25,M,W,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Derek Cruice,3/4/2015,shot,unarmed,26,M,W,Deltona,FL,FALSE,other,Not fleeing,FALSE
+Carl Lao,3/4/2015,shot,gun,28,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Tyrone Ryerson Lawrence,3/5/2015,shot,knife,45,M,B,Milwaukee,WI,TRUE,other,Not fleeing,FALSE
+Sergio Alexander Navas,3/5/2015,shot,unarmed,36,M,H,Burbank,CA,FALSE,other,Car,FALSE
+Tyson Hubbard,3/5/2015,shot,gun,34,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Tony Robinson,3/6/2015,shot,unarmed,19,M,B,Madison,WI,FALSE,attack,Foot,FALSE
+Naeschylus  Vinzant,3/6/2015,shot,unarmed,37,M,B,Aurora,CO,FALSE,undetermined,Foot,FALSE
+Andrew Anthony Williams,3/6/2015,shot,,48,M,B,Putnam Hall,FL,FALSE,other,Not fleeing,FALSE
+Adam Reinhart,3/7/2015,shot,gun,29,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Monique Jenee Deckard,3/8/2015,shot,knife,43,F,B,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Aurelio Duarte,3/8/2015,shot,gun,40,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Michael McKillop,3/8/2015,shot,,35,M,W,Claymont,DE,FALSE,attack,Car,FALSE
+Anthony Hill,3/9/2015,shot,unarmed,27,M,B,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Lester Brown,3/9/2015,shot,gun,58,M,W,Brevard,NC,FALSE,attack,Not fleeing,FALSE
+James Brent Damon,3/9/2015,shot,gun,46,M,W,Dinosaur,CO,FALSE,attack,Not fleeing,FALSE
+Cedrick Lamont Bishop,3/9/2015,shot,gun,30,M,B,Cocoa,FL,FALSE,attack,Not fleeing,FALSE
+Theodore Johnson,3/10/2015,shot,gun,64,M,B,Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jamie Croom,3/10/2015,shot,gun,31,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Christopher Mitchell,3/10/2015,shot,knife,23,M,W,Port Wentworth,GA,FALSE,attack,Not fleeing,TRUE
+Edixon  Franco,3/10/2015,shot,sword,37,M,H,Ontario,CA,TRUE,other,Car,FALSE
+Terry Garnett Jr.,3/11/2015,shot,,37,M,B,Elkton,MD,FALSE,other,Not fleeing,FALSE
+James Greenwell,3/11/2015,shot,gun,31,M,W,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Benito Osorio,3/11/2015,shot,gun,39,M,H,Santa Ana,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Dean Burgess,3/11/2015,shot,toy weapon,31,M,W,Kingman,AZ,TRUE,attack,Not fleeing,FALSE
+Gilbert Fleury,3/11/2015,shot,gun,54,M,W,Bay Minette,AL,FALSE,attack,Not fleeing,FALSE
+William Russell  Smith,3/11/2015,shot,gun,53,M,W,Hoover,AL,TRUE,attack,Not fleeing,FALSE
+Aaron Valdez,3/11/2015,shot,,25,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Bobby Gross,3/12/2015,shot,unarmed,35,M,B,Washington,DC,TRUE,other,Not fleeing,FALSE
+James Richard Jimenez,3/13/2015,shot,gun,41,M,H,Napa,CA,FALSE,other,Other,FALSE
+Fred  Liggett,3/13/2015,shot,gun,59,M,W,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Driver,3/13/2015,shot,knife,36,M,W,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Antonio Perez,3/13/2015,shot,unarmed,32,M,H,Walnut Creek,CA,FALSE,other,Foot,FALSE
+Clifton Reintzel,3/14/2015,shot,knife,53,M,W,Follansbee,WV,FALSE,other,Not fleeing,FALSE
+Aaron Siler,3/14/2015,shot,gun,26,M,W,Kenosha,WI,FALSE,attack,Car,FALSE
+Richard Castilleja,3/14/2015,shot,gun,29,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Troy Ray Boyd,3/15/2015,shot,machete,27,M,W,Ruth,MS,FALSE,other,Not fleeing,FALSE
+Justin Tolkinen,3/16/2015,shot,gun,28,M,W,St. Paul,MN,TRUE,attack,Not fleeing,FALSE
+William Dean Poole,3/16/2015,shot,gun,52,M,W,Gastonia,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Charles Shipley,3/17/2015,shot,gun,49,M,W,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Declan Owen,3/17/2015,shot,gun,24,M,W,Dublin,NC,FALSE,attack,Foot,FALSE
+Alice Brown,3/17/2015,shot,,24,F,W,San Francisco,CA,TRUE,other,Not fleeing,FALSE
+Eugene Smith,3/17/2015,shot,gun,20,M,W,Onalaska,TX,TRUE,attack,Not fleeing,FALSE
+Roberto Leon,3/17/2015,shot,unarmed,22,M,H,Sacramento,CA,FALSE,undetermined,Car,FALSE
+Kaylene Stone,3/18/2015,shot,gun,49,F,W,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Garland Lee Wingo,3/18/2015,shot,gun,64,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Jeff Alexander,3/18/2015,shot,knife,47,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Shane Watkins,3/19/2015,shot,box cutter,39,M,W,Lawrence County,AL,TRUE,other,Not fleeing,TRUE
+Brandon Jones,3/19/2015,shot,unarmed,18,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Brandon Rapp,3/19/2015,shot,gun,31,M,W,Middleton,ID,FALSE,attack,Not fleeing,TRUE
+Kendre Alston,3/19/2015,shot,gun,16,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Jamison  Childress,3/19/2015,shot,unarmed,20,M,W,Sumas,WA,TRUE,attack,Not fleeing,FALSE
+Robert Burdge,3/19/2015,shot,gun,36,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Richard White,3/20/2015,shot,machete,63,M,B,New Orleans,LA,TRUE,attack,Not fleeing,FALSE
+Tyrel Vick,3/20/2015,shot,gun,34,M,W,Coal County,OK,FALSE,attack,Not fleeing,FALSE
+Justin Fowler,3/20/2015,shot,gun,24,M,N,Red Valley,AZ,FALSE,attack,Car,FALSE
+Enoch Gaver,3/21/2015,shot,gun,21,M,W,Cottonwood,AZ,FALSE,attack,Not fleeing,FALSE
+James Ellis,3/21/2015,shot,gun,44,M,W,Clarendon,NY,FALSE,attack,Car,FALSE
+Gary Page,3/21/2015,shot,gun,60,M,W,Harmony,IN,TRUE,attack,Not fleeing,FALSE
+Jason Smith,3/21/2015,shot,gun,42,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Phillip Conley,3/22/2015,shot,knife,37,M,W,Vallejo,CA,TRUE,other,Not fleeing,FALSE
+Christopher Ryan Healy,3/22/2015,shot and Tasered,knife,36,M,W,Portland,OR,TRUE,other,Foot,FALSE
+Denzel Brown,3/22/2015,shot and Tasered,undetermined,21,M,B,Islip,NY,FALSE,attack,Car,FALSE
+Devin Gates,3/23/2015,shot,gun,24,M,B,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Walter J. Brown III,3/24/2015,shot,gun,29,M,B,Portsmouth,VA,TRUE,attack,Car,FALSE
+Scott Dunham,3/24/2015,shot,gun,57,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Stephen Snyder,3/24/2015,shot,gun,38,M,W,Fond du Lac,WI,FALSE,attack,Not fleeing,FALSE
+Nicholas Thomas,3/25/2015,shot,undetermined,23,M,B,Smyrna,GA,FALSE,other,Car,TRUE
+Jeremy Lorenza Kelly,3/25/2015,shot,gun,27,M,B,Johnsonville,SC,FALSE,attack,Foot,FALSE
+Victor Terrazas,3/25/2015,shot,gun,28,M,H,South Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Tassinari,3/25/2015,shot and Tasered,gun,63,M,W,Glendale,AZ,TRUE,other,Not fleeing,FALSE
+Deanne Choate,3/26/2015,shot,gun,53,F,W,Gardner,KS,FALSE,attack,Not fleeing,FALSE
+Adrian Solis,3/26/2015,shot,knife,35,M,H,Wilmington,CA,TRUE,other,Not fleeing,FALSE
+Megan Hockaday,3/27/2015,shot,knife,26,F,B,Oxnard,CA,FALSE,other,Not fleeing,FALSE
+Harvey Oates,3/27/2015,shot,gun,42,M,W,Fort Ashby,WV,FALSE,attack,Car,FALSE
+Angelo West,3/27/2015,shot,gun,41,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Gary Kendrick,3/27/2015,shot,gun,56,M,W,Encinitas,CA,TRUE,attack,Not fleeing,FALSE
+Jamalis Hall,3/27/2015,shot,knife,39,M,B,Fort Pierce,FL,FALSE,other,Not fleeing,FALSE
+Adrian Hernandez,3/27/2015,shot,toy weapon,23,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Neil Seifert,3/27/2015,shot,gun,40,M,W,Webster,MA,FALSE,attack,Foot,FALSE
+Byron Herbert,3/29/2015,shot,gun,29,M,B,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Robert Rooker,3/29/2015,shot,,26,M,W,Jasper,OH,FALSE,attack,Car,FALSE
+John Marcell Allen,3/30/2015,shot,gun,54,M,,Boulder City,NV,FALSE,attack,Not fleeing,FALSE
+Brian Babb,3/30/2015,shot,gun,49,M,W,Eugene,OR,TRUE,attack,Not fleeing,FALSE
+Jeremy Anderson,3/31/2015,shot,gun,36,M,W,Carollwood,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Quezada,3/31/2015,shot,toy weapon,21,M,H,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+Mya Hall,3/31/2015,shot,,27,F,B,Fort Meade,MD,FALSE,other,Car,FALSE
+Robert Washington,4/1/2015,shot,gun,37,M,B,Hawthorne,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Clyde,4/1/2015,shot,knife,36,M,W,Hamilton,NJ,FALSE,attack,Not fleeing,FALSE
+Darrin Langford,4/2/2015,shot,gun,32,M,B,Rock Island,IL,FALSE,attack,Foot,FALSE
+Eric Harris,4/2/2015,shot,unarmed,44,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Aaron Rutledge,4/2/2015,shot,gun,27,M,W,Pineville,LA,TRUE,attack,Not fleeing,FALSE
+Donald Hicks,4/2/2015,shot and Tasered,gun,63,M,W,Metropolis,IL,TRUE,attack,Not fleeing,FALSE
+Christopher Prevatt,4/3/2015,shot,knife,38,M,W,Winchester,VA,FALSE,other,Not fleeing,TRUE
+Justus Howell,4/4/2015,shot,gun,17,M,B,Zion,IL,FALSE,attack,Foot,FALSE
+Paul Anderson,4/4/2015,shot,gun,31,M,B,Orange,CA,FALSE,attack,Not fleeing,TRUE
+Ethan Noll,4/4/2015,shot,gun,34,M,W,Edgewood,NM,TRUE,attack,Car,FALSE
+Walter Scott,4/4/2015,shot and Tasered,unarmed,50,M,B,North Charleston,SC,FALSE,other,Foot,FALSE
+Ken Cockerel,4/5/2015,shot,knife,51,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Richard Hanna,4/5/2015,shot,gun,56,M,W,Tehachapi,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Myers,4/6/2015,shot,gun,23,M,W,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Desmond Willis,4/6/2015,shot,gun,25,M,B,Harvey,LA,FALSE,attack,Foot,FALSE
+Tyrell J. Larsen,4/6/2015,shot,gun,31,M,W,Jefferson County,ID,FALSE,attack,Car,FALSE
+Erick Rose,4/7/2015,shot,gun,32,M,W,Pottawatomie County,OK,FALSE,attack,Car,FALSE
+Douglas Faith,4/8/2015,shot,gun,60,M,W,San Antonio,TX,FALSE,attack,Car,FALSE
+Dexter Pernell Bethea,4/8/2015,shot,,42,M,B,Valdosta,GA,FALSE,attack,Car,FALSE
+Roberto Rodriguez,4/8/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Jeremy Weber,4/8/2015,shot,knife,28,M,A,Sunnyvale,CA,TRUE,other,Not fleeing,FALSE
+Gordon Kimbrell,4/9/2015,shot,sword,22,M,W,Navarre,FL,FALSE,attack,Not fleeing,FALSE
+Don Smith,4/9/2015,shot,gun,29,M,B,Monon,IN,FALSE,attack,Car,FALSE
+Jess Leipold,4/9/2015,shot,gun,31,M,W,Straban Township,PA,TRUE,attack,Not fleeing,FALSE
+Phillip Burgess,4/9/2015,shot,gun,28,M,W,Boiling Springs,SC,FALSE,attack,Not fleeing,FALSE
+Mark Smith,4/9/2015,shot and Tasered,,54,M,,Kellyville,OK,FALSE,attack,Other,FALSE
+Angel Cresencio Corona,4/10/2015,shot,knife,21,M,H,Corning,CA,FALSE,attack,Not fleeing,FALSE
+Richard Reed,4/10/2015,shot,gun,38,M,W,Topeka,KS,FALSE,attack,Car,FALSE
+Donald Allen,4/11/2015,shot,gun,66,M,W,Sand Springs,OK,TRUE,attack,Not fleeing,TRUE
+Mack Long,4/12/2015,shot,gun,36,M,B,Indianapolis,IN,FALSE,attack,Foot,TRUE
+Richard Dale Weaver,4/12/2015,shot,machete,83,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Jason Lee Evans,4/12/2015,shot,gun,32,M,W,Salemburg,NC,TRUE,attack,Car,FALSE
+Isaac Jimenez,4/13/2015,shot,gun,27,M,H,Alton,IL,FALSE,attack,Not fleeing,FALSE
+Colby Robinson,4/14/2015,shot,undetermined,26,M,B,DeSoto,TX,FALSE,undetermined,Foot,FALSE
+Christopher Grant Finley,4/14/2015,shot,machete,31,M,W,Jonesboro,AR,TRUE,attack,Not fleeing,FALSE
+Tevin Barkley,4/15/2015,shot,gun,22,M,B,Miami,FL,FALSE,undetermined,Foot,FALSE
+Dante Noble,4/15/2015,shot,knife,41,M,B,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Frank Shephard,4/15/2015,shot,unarmed,41,M,B,Houston,TX,FALSE,other,Car,FALSE
+Mark W. Adair,4/15/2015,shot,toy weapon,51,M,W,Columbia,MO,FALSE,attack,Car,TRUE
+Stanley Watson,4/15/2015,shot,gun,72,M,W,Cañon City,CO,TRUE,attack,Not fleeing,FALSE
+Ernesto Flores,4/15/2015,shot,toy weapon,52,M,H,Montclair,CA,TRUE,attack,Not fleeing,FALSE
+Rodolfo Velazquez,4/16/2015,shot,knife,47,M,H,Shafter,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Kemp,4/17/2015,shot,gun,18,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Elias Cavazos,4/17/2015,shot,gun,29,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Thaddeus McCarroll,4/17/2015,shot,knife,23,M,B,Jennings,MO,TRUE,other,Not fleeing,TRUE
+Erik Tellez,4/18/2015,shot,gun,43,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Grover Sapp,4/18/2015,shot,gun,45,M,W,Panama City,FL,FALSE,attack,Not fleeing,FALSE
+Michael Foster,4/19/2015,shot,gun,40,M,W,Wilmore,KY,TRUE,attack,Not fleeing,FALSE
+Dana Hlavinka,4/19/2015,shot,knife,44,M,W,Sidney,NE,FALSE,attack,Not fleeing,FALSE
+Santos Cortez Hernandez,4/20/2015,shot,gun,25,M,H,Mission,TX,FALSE,other,Not fleeing,FALSE
+Daniel Covarrubias,4/21/2015,shot,unarmed,37,M,N,Lakewood,WA,TRUE,other,Foot,FALSE
+Kimber Key,4/21/2015,shot,knife,59,M,W,Irmo,SC,TRUE,other,Not fleeing,FALSE
+Luis Martinez,4/21/2015,shot,knife,35,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Daniel Wolfe,4/21/2015,shot,,35,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+William Chapman,4/22/2015,shot,unarmed,18,M,B,Portsmouth,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Saavedra Ramirez,4/22/2015,shot,knife,51,M,H,Bisbee,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Efraim,4/22/2015,shot,gun,30,M,W,Queens,NY,TRUE,attack,Foot,FALSE
+Reginald McGregor,4/22/2015,shot,gun,31,M,B,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Lue Vang,4/22/2015,shot,gun,39,M,A,Eldorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Valadez,4/23/2015,shot,gun,26,M,W,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Joseph Potts,4/23/2015,shot,gun,51,M,W,Rufe,OK,FALSE,attack,Not fleeing,FALSE
+Hector Morejon,4/23/2015,shot,unarmed,19,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Karen Janks,4/24/2015,shot,,46,F,W,Windsor,CA,FALSE,attack,Car,FALSE
+Mark Cecil Hawkins,4/24/2015,shot,gun,49,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Gary Timmie  Collins,4/24/2015,shot,gun,63,M,W,Miami,OK,FALSE,attack,Car,FALSE
+Todd Jamal Dye,4/24/2015,shot,gun,20,M,B,Trinidad,CO,FALSE,attack,Foot,TRUE
+Brandon Lawrence,4/25/2015,shot,machete,25,M,W,Victoria,TX,TRUE,other,Not fleeing,TRUE
+David Felix,4/25/2015,shot,unarmed,24,M,B,New York,NY,TRUE,attack,Foot,FALSE
+Daniel Davis,4/25/2015,shot,knife,58,M,W,Clermont,FL,TRUE,other,Not fleeing,FALSE
+Billy Joe Patrick,4/26/2015,shot,unarmed,29,M,W,Bunch,OK,FALSE,attack,Not fleeing,FALSE
+Albert Hanson,4/26/2015,shot,gun,76,M,W,Kings County,CA,FALSE,attack,Not fleeing,FALSE
+Dean Genova,4/26/2015,shot,gun,45,M,W,Fountain Valley,CA,FALSE,attack,Not fleeing,FALSE
+Terrance  Kellom,4/27/2015,shot,hammer,20,M,B,Detroit,MI,FALSE,other,Not fleeing,FALSE
+David Parker,4/28/2015,shot,gun,58,M,W,Mansfield,OH,FALSE,attack,Not fleeing,FALSE
+Jared Johnson,4/28/2015,shot,gun,21,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Joshua Green,4/28/2015,shot,gun,27,M,W,Marion,IL,TRUE,attack,Not fleeing,FALSE
+Andrew Jackson,4/29/2015,shot,knife,26,M,W,Chickasha,OK,FALSE,other,Foot,FALSE
+Joshua Deysie,4/29/2015,shot,gun,33,M,H,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Luis Chavez-Diaz,4/29/2015,shot,gun,27,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Alexia Christian,4/29/2015,shot,gun,25,F,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Adkins,4/29/2015,shot,gun,53,M,B,Emporia,VA,TRUE,attack,Not fleeing,FALSE
+John Acree,4/29/2015,shot,gun,53,M,W,Nashville,TN,TRUE,attack,Not fleeing,FALSE
+Fridoon Zalbeg Nehad,4/30/2015,shot,unarmed,42,M,O,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Erick Emmanuel Sanchez,4/30/2015,shot and Tasered,metal object,22,M,H,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Kenneth Mathena,5/2/2015,shot,gun,52,M,W,Smyrna,DE,FALSE,attack,Not fleeing,TRUE
+Kevin Vance Norton,5/3/2015,shot,gun,36,M,W,Roosevelt,UT,TRUE,attack,Not fleeing,TRUE
+Elton Simpson,5/3/2015,shot,gun,30,M,B,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Nadir Soofi,5/3/2015,shot,gun,34,M,O,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Billy Grimm,5/3/2015,shot,gun,44,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Michael Asher,5/3/2015,shot,gun,53,M,W,Chavies,KY,FALSE,attack,Not fleeing,FALSE
+Roark Cook,5/4/2015,shot,toy weapon,36,M,W,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Brendon Glenn,5/5/2015,shot,unarmed,29,M,B,Venice,CA,FALSE,attack,Not fleeing,TRUE
+Thong Kien Ma,5/5/2015,shot,knife,32,M,A,South El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Robert A. Frost,5/5/2015,shot,gun,46,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+David William Johnson,5/6/2015,shot,gun,18,M,W,Wake Forest,NC,FALSE,attack,Car,FALSE
+Joseph Roy,5/7/2015,shot,knife,72,M,,Lawrenceville,GA,TRUE,other,Not fleeing,FALSE
+Michael Murphy,5/7/2015,shot,knife,38,M,W,Beacon,NY,FALSE,other,Car,FALSE
+Nephi Arriguin,5/7/2015,shot,,21,M,B,Cerritos,CA,FALSE,attack,Car,FALSE
+Shaun Johnson,5/8/2015,shot,sword,35,M,W,Kearny,AZ,FALSE,attack,Not fleeing,FALSE
+David Schwalm,5/8/2015,shot,gun,58,M,W,Constantia,NY,TRUE,attack,Not fleeing,FALSE
+Dedrick Marshall,5/8/2015,shot,gun,48,M,B,Harvey,LA,FALSE,attack,Not fleeing,FALSE
+Sam Holmes,5/8/2015,shot,,31,M,B,Fridley,MN,FALSE,attack,Car,FALSE
+Stephen  Cunningham,5/10/2015,shot,gun,47,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Lionel Lorenzo Young,5/10/2015,shot,,34,M,B,Landover,MD,FALSE,other,Car,FALSE
+Kelvin Goldston,5/11/2015,shot,,30,M,B,Fort Worth,TX,FALSE,attack,Car,FALSE
+Justin Way,5/11/2015,shot,knife,28,M,W,St. Augustine,FL,TRUE,other,Not fleeing,FALSE
+D'Angelo Stallworth,5/12/2015,shot,gun,28,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Alec Ouzounian,5/12/2015,shot,undetermined,40,M,W,Rancho Santa Margarita,CA,TRUE,other,Not fleeing,FALSE
+Bruce Zalonka,5/12/2015,shot and Tasered,gun,46,M,O,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Sean Michael Pelletier,5/14/2015,shot,gun,37,M,W,Portage,MI,TRUE,attack,Car,FALSE
+Cary Martin,5/14/2015,shot,gun,53,M,W,St. Augustine,FL,TRUE,attack,Not fleeing,FALSE
+Mark Farrar,5/15/2015,shot,gun,41,M,W,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Matt Coates,5/15/2015,shot,toy weapon,42,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Ronell Wade,5/16/2015,shot,gun,45,M,B,Harvey,IL,FALSE,attack,Foot,FALSE
+Dennis  Fiel,5/17/2015,shot,gun,34,M,W,San Diego,CA,TRUE,attack,Foot,TRUE
+Austin Goodner,5/17/2015,shot,gun,18,M,W,St. Petersburg,FL,TRUE,attack,Not fleeing,FALSE
+Timothy Jones,5/17/2015,shot,sword,27,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+Alfredo Rials-Torres,5/19/2015,shot,unarmed,54,M,H,Arlington,VA,FALSE,attack,Not fleeing,FALSE
+Jonathan McIntosh,5/19/2015,shot,gun,35,M,W,Cabot,AR,FALSE,attack,Not fleeing,FALSE
+David  Gaines,5/19/2015,shot,gun,17,M,W,Grand Junction,CO,FALSE,attack,Other,FALSE
+Anthony Gomez,5/20/2015,shot,gun,29,M,B,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Chrislon Talbott,5/20/2015,shot,gun,38,M,B,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Marcus Wheeler,5/20/2015,shot,gun,26,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Jonathan  Colley,5/20/2015,shot and Tasered,knife,52,M,W,Green,OH,FALSE,other,Not fleeing,FALSE
+Nikki Jo Burtsfield,5/20/2015,shot and Tasered,knife,39,F,W,Gillette,WY,FALSE,other,Car,FALSE
+David Alejandro Gandara,5/21/2015,shot,gun,22,M,H,El Paso,TX,TRUE,undetermined,Not fleeing,FALSE
+Javoris Washington,5/21/2015,shot,knife,29,M,B,Ft. Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+James Anthony Cooper,5/21/2015,shot,knife,43,M,W,North Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Elvin Diaz,5/21/2015,shot,knife,24,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Jerome Caldwell,5/21/2015,shot,gun,32,M,B,Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Michael Lowery,5/22/2015,shot,toy weapon,40,M,W,Somerset,PA,FALSE,attack,Not fleeing,FALSE
+James Horn,5/23/2015,shot,gun,47,M,W,Sedalia,MO,FALSE,attack,Not fleeing,FALSE
+Eric Robinson,5/23/2015,shot,gun,40,M,W,Eagar,AZ,FALSE,attack,Car,FALSE
+Caso Jackson,5/23/2015,shot,gun,25,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Cassandra Bolin,5/25/2015,shot,gun,31,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Briggs,5/25/2015,shot,knife,36,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Dalton Branch,5/26/2015,shot,gun,51,M,B,Queens,NY,FALSE,attack,Not fleeing,FALSE
+Jessie  Williams,5/26/2015,shot,undetermined,24,M,W,Bossier City,LA,FALSE,attack,Not fleeing,FALSE
+Millard Tallant III,5/26/2015,shot,gun,62,M,W,Snohomish,WA,TRUE,attack,Not fleeing,FALSE
+Scott McAllister,5/27/2015,shot,knife,39,M,W,Ideal Beach,NJ,FALSE,attack,Not fleeing,FALSE
+Garrett  Sandeno,5/27/2015,shot,toy weapon,24,M,W,Edmond,OK,TRUE,attack,Not fleeing,FALSE
+Harry Davis,5/27/2015,shot,knife,57,M,W,Rockville,GA,TRUE,attack,Not fleeing,FALSE
+Feras Morad,5/27/2015,shot and Tasered,unarmed,20,M,O,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Simon Hubble,5/27/2015,shot and Tasered,screwdriver,33,M,W,Alpine,CA,TRUE,other,Not fleeing,FALSE
+Darrell Morgan,5/28/2015,shot,gun,60,M,W,Lancaster,SC,FALSE,attack,Not fleeing,FALSE
+James Strong,5/28/2015,shot,gun,32,M,B,Northglenn,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Dothard,5/28/2015,shot,gun,40,M,B,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Kyle Baker,5/28/2015,shot and Tasered,lawn mower blade,18,M,W,Trenton,MI,FALSE,attack,Not fleeing,FALSE
+Kevin Allen,5/29/2015,shot,knife,36,M,B,Lyndhurst,NJ,FALSE,other,Not fleeing,FALSE
+Nehemiah Fischer,5/29/2015,shot,gun,35,M,W,Okmulgee County,OK,FALSE,attack,Not fleeing,FALSE
+Robert Box,5/29/2015,shot,gun,55,M,W,Wilderville,OR,FALSE,attack,Not fleeing,FALSE
+Ebin Lamont Proctor,5/30/2015,shot,unarmed,19,M,W,Cottonwood,AZ,FALSE,attack,Foot,FALSE
+Alexander Tirado Rivera,5/30/2015,shot,toy weapon,39,M,H,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+James Anthony Morris,5/31/2015,shot,gun,40,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+James Bushey,5/31/2015,shot,toy weapon,47,M,W,Palestine,TX,FALSE,attack,Not fleeing,TRUE
+Joseph Ladd,6/1/2015,shot,gun,23,M,W,Greece,NY,TRUE,attack,Other,FALSE
+Usaamah Rahim,6/2/2015,shot,knife,26,M,B,Roslindale,MA,FALSE,other,Not fleeing,FALSE
+Kamal Dajani,6/2/2015,shot,knife,26,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Martinez,6/3/2015,shot,gun,18,M,H,Ellis County,TX,TRUE,attack,Car,FALSE
+Edelmiro Hernandez,6/3/2015,shot,knife,33,M,H,Fuqua,TX,FALSE,other,Car,FALSE
+Ronald Neal,6/3/2015,shot,gun,56,M,W,Byram,NJ,TRUE,attack,Not fleeing,FALSE
+Lorenzo Garza,6/3/2015,shot,gun,46,M,H,Delano,CA,FALSE,attack,Car,FALSE
+Rudy Baca,6/3/2015,shot and Tasered,unarmed,36,M,H,Los Lunas,NM,FALSE,attack,Not fleeing,FALSE
+Jesus Quezada Gomez,6/5/2015,shot,gun,50,M,H,Santa Maria,CA,FALSE,attack,Not fleeing,FALSE
+Christie Cathers,6/5/2015,shot,,45,F,W,Morgantown,WV,FALSE,other,Car,FALSE
+James Smillie,6/6/2015,shot,gun,53,M,W,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Alejandro Campos Fernandez,6/6/2015,shot,gun,45,M,H,Watsonsville,CA,FALSE,attack,Foot,FALSE
+Joe Nevels,6/6/2015,shot,box cutter,42,M,W,Midland,TX,TRUE,other,Not fleeing,FALSE
+Damien Ramirez,6/6/2015,shot,gun,27,M,H,Strasburg,CO,FALSE,attack,Car,FALSE
+Demouria Hogg,6/6/2015,shot and Tasered,gun,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Matthew Wayne McDaniel,6/7/2015,shot,gun,36,M,W,Melbourne,FL,FALSE,attack,Not fleeing,FALSE
+Gene Marshall,6/7/2015,shot,gun,58,M,W,Woodland,WA,TRUE,attack,Not fleeing,FALSE
+James Johnson,6/8/2015,shot,gun,54,M,,Beech Grove,IN,TRUE,attack,Not fleeing,FALSE
+Rene Garcia,6/8/2015,shot,knife,30,M,H,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Richard Warolf,6/8/2015,shot,gun,69,M,W,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Jeremy Linhart,6/9/2015,shot,unarmed,30,M,W,Findlay,OH,FALSE,attack,Not fleeing,FALSE
+Greg  Hartley,6/9/2015,shot,gun,45,M,W,Tomball,TX,FALSE,attack,Car,FALSE
+QuanDavier Hicks,6/9/2015,shot,gun,22,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Ryan Bolinger,6/9/2015,shot,unarmed,28,M,W,Des Moines,IA,FALSE,other,Car,FALSE
+Isiah Hampton,6/10/2015,shot,gun,19,M,B,Bronx,NY,FALSE,attack,Not fleeing,FALSE
+Charles Ziegler,6/11/2015,shot,gun,40,M,B,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+Raymond  Phillips,6/11/2015,shot,gun,86,M,,Columbia,TN,TRUE,attack,Not fleeing,FALSE
+Fritz Severe,6/11/2015,shot,undetermined,46,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Mark Flores,6/11/2015,shot,gun,28,M,H,Bexar County,TX,TRUE,attack,Not fleeing,FALSE
+Raymond Peralta-Lantigua,6/11/2015,shot,knife,22,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Shelly Haendiges,6/12/2015,shot,toy weapon,17,F,W,Kokomo,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Hodge,6/13/2015,shot,gun,46,M,W,Fort Wayne,IN,FALSE,attack,Not fleeing,FALSE
+Deng Manyoun,6/13/2015,shot,flagpole,35,M,B,Louisville,KY,FALSE,other,Not fleeing,FALSE
+James Boulware,6/13/2015,shot,guns and explosives,35,M,W,Hutchins,TX,TRUE,attack,Not fleeing,FALSE
+Kenneth Garcia,6/14/2015,shot,,28,M,H,Stockton,CA,FALSE,attack,Car,FALSE
+Zane Terryn,6/14/2015,shot,gun,15,M,W,Cocoa,FL,TRUE,attack,Not fleeing,FALSE
+Kris Jackson,6/15/2015,shot,unarmed,22,M,B,South Lake Tahoe,CA,FALSE,other,Foot,FALSE
+Christopher DeLeon,6/16/2015,shot,gun,28,M,H,Visalia,CA,FALSE,attack,Not fleeing,FALSE
+Joe Charboneau,6/16/2015,shot,gun,31,M,N,Wood Lake,ND,FALSE,attack,Not fleeing,FALSE
+Wendy Chappell,6/17/2015,shot,gun,40,F,W,Clanton,AL,FALSE,attack,Car,FALSE
+Kenneth Lanphier,6/17/2015,shot,gun,48,M,W,Hobbs,NM,TRUE,attack,Not fleeing,FALSE
+Oleg Tcherniak,6/18/2015,shot,knife,58,M,W,Coney Island,NY,FALSE,attack,Foot,FALSE
+Santos Laboy,6/19/2015,shot,knife,44,M,H,Boston,MA,TRUE,other,Foot,FALSE
+Trepierre Hummons,6/19/2015,shot,gun,21,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Louis Atencio,6/19/2015,shot,gun,50,M,H,Greeley,CO,FALSE,attack,Not fleeing,FALSE
+Alfontish Cockerham,6/20/2015,shot,gun,23,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Adrian Simental,6/21/2015,shot,unarmed,24,M,H,Azusa,CA,TRUE,other,Not fleeing,FALSE
+Charles  Marshall,6/21/2015,shot,cordless drill,49,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+James Monroe Barrett,6/22/2015,shot,gun,60,M,W,Ronda,NC,FALSE,attack,Foot,FALSE
+Eduardo Reyes,6/22/2015,shot,gun,35,M,H,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+Tyler Wicks,6/22/2015,shot,gun,29,M,W,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Tyrone Harris,6/22/2015,shot,gun,20,M,B,Pittsburgh,PA,FALSE,attack,Car,FALSE
+Joshua Dyer,6/23/2015,shot,unarmed,34,M,W,Indianapolis,IN,FALSE,other,Car,FALSE
+Jonathan Wilson,6/23/2015,shot,knife,22,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Randall Waddel,6/23/2015,shot,knife,49,M,W,Weatherford,TX,TRUE,other,Foot,FALSE
+Taylor Culbertson,6/23/2015,shot,gun,32,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Damien A. Harrell,6/24/2015,shot,gun,26,M,B,York County,VA,FALSE,attack,Not fleeing,TRUE
+Spencer McCain,6/25/2015,shot,unarmed,41,M,B,Owings Mills,MD,TRUE,other,Not fleeing,FALSE
+Gilbert Jake Vanderburgh,6/25/2015,shot,gun,61,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Richard Matt,6/26/2015,shot,gun,49,M,W,Malone,NY,FALSE,attack,Other,FALSE
+Joe Angel Cisneros,6/26/2015,shot,gun,28,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Joshua Crittenden,6/27/2015,shot,gun,35,M,W,Tahlequah,OK,FALSE,attack,Not fleeing,TRUE
+Alan  Bellew,6/28/2015,shot,toy weapon,29,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Richard LaPort,6/29/2015,shot,gun,51,M,W,Edinburg,NY,TRUE,attack,Not fleeing,FALSE
+Clay Alan  Lickteig,6/30/2015,shot,gun,52,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Kevin Lamont Judson,7/1/2015,shot,,24,M,B,McMinnville,OR,FALSE,attack,Foot,FALSE
+Kaleb Landon,7/1/2015,shot,gun,32,M,W,Josephine County,OR,FALSE,attack,Car,FALSE
+Douglas Buckley,7/2/2015,shot,toy weapon,45,M,W,Brockton,MA,TRUE,attack,Not fleeing,FALSE
+Ton Nguyen,7/2/2015,shot,knife,60,M,A,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Victor Emanuel Larosa,7/2/2015,shot,unarmed,23,M,B,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Brian Johnson,7/2/2015,shot,crossbow,59,M,,Meadow Bridge,WV,TRUE,attack,Not fleeing,FALSE
+Arturo Lopez,7/3/2015,shot,gun,46,M,H,Lancaster,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Camacho,7/3/2015,shot,gun,33,M,H,Camden,NJ,TRUE,attack,Not fleeing,FALSE
+Joseph Julian,7/3/2015,shot,gun,40,M,W,Miami Beach,FL,FALSE,attack,Not fleeing,FALSE
+Cesar A. Limon Juarez,7/3/2015,shot and Tasered,knife,27,M,H,West Covina,CA,FALSE,attack,Not fleeing,FALSE
+Robert Elando Malone,7/4/2015,shot,gun,42,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Michael Shannon Gaby,7/4/2015,shot,gun,37,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Kawanza Beaty,7/4/2015,shot,gun,23,M,B,Newport News,VA,FALSE,attack,Foot,FALSE
+Bryan David Bauer,7/4/2015,shot,gun,36,M,W,Henderson,NV,FALSE,attack,Not fleeing,FALSE
+John Deming,7/5/2015,shot,unarmed,19,M,W,Pleasanton,CA,FALSE,attack,Foot,FALSE
+Michael Holt,7/5/2015,shot,gun,35,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Johnny Ray Anderson,7/5/2015,shot,unarmed,43,M,W,Hawaiian Gardens,CA,FALSE,other,Not fleeing,FALSE
+Richard Munroe,7/5/2015,shot and Tasered,toy weapon,25,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Tyler Rogers,7/6/2015,shot,gun,20,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Hagen Esty-Lennon,7/6/2015,shot,knife,42,M,W,Bath,NH,TRUE,other,Not fleeing,TRUE
+Jason Hendley,7/6/2015,shot,knife,29,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+David Oliva Sarabia,7/6/2015,shot and Tasered,knife,42,M,H,Atwater,CA,FALSE,attack,Car,FALSE
+John Leonard Berry,7/6/2015,shot and Tasered,,31,M,W,Lakewood,CA,TRUE,attack,Other,FALSE
+Marcellus Jamarcus Burley,7/7/2015,shot,gun,18,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Adam Dujanovic,7/7/2015,shot,metal pole,33,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Joe Cody,7/7/2015,shot,gun,59,M,W,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,7/7/2015,shot,gun,47,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Jose Graciano Lopez,7/7/2015,shot,gun,39,M,H,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Tremaine Dantzler,7/7/2015,shot,knife,37,M,B,Atlantic City,NJ,FALSE,attack,Foot,FALSE
+Nicholas Booth,7/7/2015,shot,gun,35,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Joshua Blough,7/7/2015,shot,knife,28,M,W,Elizabethtown,KY,FALSE,other,Not fleeing,FALSE
+Michael Terence Westrich,7/8/2015,shot,gun,59,M,W,Beaverton,OR,FALSE,attack,Not fleeing,FALSE
+Dallas Shatley,7/8/2015,shot,,62,M,W,Ashe County,NC,FALSE,attack,Car,TRUE
+Rocco Joseph Palmisano,7/9/2015,shot,gun,50,M,W,Parowan,UT,FALSE,attack,Not fleeing,FALSE
+Robert Hammonds,7/9/2015,shot,gun,68,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Martice Milliner,7/9/2015,shot,gun,27,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Cyrus Hurtado,7/9/2015,shot,gun,17,M,W,Boulder Creek,CA,TRUE,attack,Not fleeing,FALSE
+Javon Hawkins,7/9/2015,shot,sword,21,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Neil White,7/9/2015,shot and Tasered,Taser,38,M,W,Los Angeles,CA,FALSE,attack,Other,FALSE
+James Michael Todora,7/10/2015,shot,gun,54,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Freddie Blue,7/10/2015,shot,gun,20,M,B,Covington,GA,FALSE,attack,Not fleeing,FALSE
+Eugene McSwain,7/10/2015,shot,gun,25,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Billy Maine,7/11/2015,shot,gun,31,M,W,Olivehurst,CA,FALSE,attack,Not fleeing,FALSE
+Paul Castaway,7/12/2015,shot,knife,35,M,N,Denver,CO,TRUE,other,Foot,FALSE
+David Lepine,7/12/2015,shot,gun,60,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Matthew Watson,7/12/2015,shot,gun,24,M,W,River Forest,IL,FALSE,attack,Not fleeing,FALSE
+Christopher Benton,7/12/2015,shot,gun,27,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Salvado Ellswood,7/12/2015,shot and Tasered,unarmed,36,M,B,Plantation,FL,FALSE,attack,Not fleeing,FALSE
+Frederick Farmer,7/13/2015,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Matthew Ryan Graham,7/13/2015,shot,gun,24,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Rafael Suazo,7/13/2015,shot,,23,M,H,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+Jason Davis,7/13/2015,shot and Tasered,box cutter,41,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chacarion Avant,7/14/2015,shot,gun,20,M,B,Mascotte,FL,FALSE,attack,Not fleeing,FALSE
+Charles Crandall,7/14/2015,shot,gun,76,M,,Southington,OH,FALSE,attack,Not fleeing,FALSE
+Eugene Kailing,7/15/2015,shot and Tasered,metal pipe,43,M,W,Marion,MI,TRUE,other,Not fleeing,FALSE
+Antonio Gonzalez,7/16/2015,shot,sword,29,M,H,Wauwatosa,WI,TRUE,other,Not fleeing,FALSE
+Edward Foster III,7/16/2015,shot,gun,35,M,B,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Patrick Stephen Pippin,7/16/2015,shot,gun,30,M,W,Kansas City,KS,FALSE,attack,Other,FALSE
+Mohammad Youssef Abdulazeez,7/16/2015,shot,gun,24,M,O,Chattanooga,TN,TRUE,attack,Not fleeing,FALSE
+Saige Hack,7/16/2015,shot,gun,23,M,N,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Pierre Gabriel Koellner,7/16/2015,shot,gun,29,M,W,Opp,AL,FALSE,attack,Foot,FALSE
+Anthonie Smith,7/16/2015,shot and Tasered,metal hand tool,25,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Samuel Smith,7/17/2015,shot,knife,27,M,W,Seattle,WA,FALSE,other,Foot,FALSE
+Jackie Brand,7/17/2015,shot,gun,50,M,W,Needles,CA,TRUE,attack,Not fleeing,FALSE
+Darrius Stewart,7/17/2015,shot,unarmed,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Jose Roman Rodriguez,7/17/2015,shot,undetermined,24,M,H,Brownsville,TX,FALSE,other,Other,FALSE
+Albert Joseph Davis,7/17/2015,shot and Tasered,unarmed,23,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+David  Wheat Jr.,7/18/2015,shot,knife,22,M,W,Fort Collins,CO,TRUE,attack,Not fleeing,FALSE
+Kevin Thomas Snyder,7/18/2015,shot,gun,46,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Charles Edward Dewey,7/18/2015,shot,gun,65,M,W,Colby,KS,FALSE,attack,Not fleeing,FALSE
+Samuel DuBose,7/19/2015,shot,unarmed,43,M,B,Mt. Auburn,OH,FALSE,other,Car,TRUE
+Joshua LeBoeuf,7/20/2015,shot,gun,35,M,W,Winnie,TX,FALSE,attack,Other,FALSE
+Troy Francis,7/20/2015,shot,knife,54,M,,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Darren Billy Wilson,7/21/2015,shot,unarmed,47,M,W,White,GA,FALSE,other,Not fleeing,FALSE
+Joseph Fuller,7/21/2015,shot,gun,24,M,W,Oakland Park,FL,FALSE,other,Car,FALSE
+Jerrod Tyre,7/21/2015,shot,gun,35,M,W,Jesup,GA,FALSE,attack,Not fleeing,FALSE
+Francisco Benitez-Santiago,7/22/2015,shot,gun,25,M,H,Monroe,WI,FALSE,attack,Not fleeing,FALSE
+Devon Guisherd,7/22/2015,shot,gun,27,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Andre Dontrell Williams,7/22/2015,shot and Tasered,knife,26,M,B,Oklahoma City,OK,FALSE,other,Other,FALSE
+Dontae L. Martin,7/23/2015,shot,gun,34,M,B,Dayton,OH,FALSE,attack,Not fleeing,FALSE
+Brian Stortzum,7/23/2015,shot,gun,32,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,FALSE
+Robbie Lee Edison,7/23/2015,shot,toy weapon,47,M,W,Douglas,WY,FALSE,attack,Not fleeing,FALSE
+Tamala Satre,7/23/2015,shot,gun,44,F,W,Meadow Vista,CA,TRUE,attack,Not fleeing,FALSE
+Derek Wolfsteller,7/23/2015,shot and Tasered,unarmed,31,M,W,Plymouth,MN,TRUE,attack,Not fleeing,FALSE
+Seth Raines,7/24/2015,shot,gun,44,M,W,Studio City,CA,FALSE,attack,Not fleeing,FALSE
+Lee Aaron Gerston,7/24/2015,shot and Tasered,knife,30,M,W,Pinnacle,NC,FALSE,other,Not fleeing,FALSE
+Christopher Olmstead,7/25/2015,shot,blunt object,60,M,W,New Orleans,LA,TRUE,attack,Car,FALSE
+Roger Braswell,7/25/2015,shot,gun,50,M,W,Decatur,GA,TRUE,attack,Not fleeing,FALSE
+Bryan Keith  Day,7/25/2015,shot,toy weapon,36,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Earl Jackson,7/25/2015,shot,gun,59,M,B,Micanopy,FL,FALSE,attack,Not fleeing,FALSE
+Khari Westly,7/26/2015,shot,gun,33,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Zachary Hammond,7/26/2015,shot,,19,M,W,Seneca,SC,FALSE,other,Other,FALSE
+Timothy Milliken,7/27/2015,shot,knife,56,M,W,Irmo,SC,FALSE,attack,Not fleeing,FALSE
+Jean Paul Falgout,7/27/2015,shot,toy weapon,45,M,W,Houma,LA,TRUE,attack,Car,FALSE
+Samuel Forgy,7/27/2015,shot and Tasered,knife,22,M,W,Boulder,CO,FALSE,other,Not fleeing,FALSE
+Timothy Johnson,7/28/2015,shot,knife,41,M,,Manila,AR,FALSE,other,Not fleeing,FALSE
+Michael Malone,7/29/2015,shot,gun,34,M,H,Las Cruces,NM,FALSE,undetermined,Foot,FALSE
+Roger Darrin Barker,7/29/2015,shot,gun,53,M,W,Logan,UT,TRUE,attack,Not fleeing,FALSE
+Mark Perkins,7/30/2015,shot,gun,48,M,W,Gardnerville Ranchos,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Daniel Vrenon,7/30/2015,shot,gun,25,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Philip Vallejo,7/30/2015,shot,gun,30,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Oscar Lotari Romero,7/30/2015,shot and Tasered,metal stick,47,M,H,Whittier,CA,FALSE,attack,Not fleeing,FALSE
+Rafael Molina,7/31/2015,shot,gun,33,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Jeremy  Hatch,7/31/2015,shot,gun,34,M,W,Roswell,NM,FALSE,attack,Not fleeing,FALSE
+David  Cook,8/1/2015,shot,gun,52,M,,Nitro,WV,FALSE,attack,Not fleeing,FALSE
+Armando Serrano,8/1/2015,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Virgil Reynolds,8/2/2015,shot,,63,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+Antonio Clements,8/3/2015,shot,gun,49,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Malave,8/3/2015,shot,gun,18,M,W,Campbelltown,PA,FALSE,attack,Foot,FALSE
+Franklin Short,8/3/2015,shot,gun,71,M,W,Powhatan County,VA,FALSE,attack,Not fleeing,FALSE
+Shawn Ruble,8/3/2015,shot,toy weapon,35,M,W,Muncie,IN,TRUE,attack,Not fleeing,FALSE
+Daniel Robert Avila,8/4/2015,shot,undetermined,55,M,H,San Diego County,CA,TRUE,other,Not fleeing,FALSE
+Darius D. Graves,8/4/2015,shot,gun,31,M,B,Rantoul,IL,TRUE,undetermined,Not fleeing,TRUE
+Tyler Alexander Dattilo,8/5/2015,shot,knife,18,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+John Dieringer,8/5/2015,shot,knife,51,M,W,Greenfield,WI,TRUE,other,Not fleeing,FALSE
+Raymond Hodge,8/5/2015,shot,gun,39,M,B,Maui,HI,FALSE,attack,Not fleeing,FALSE
+Keshawn Dominique Hargrove,8/5/2015,shot,gun,20,M,B,Richmond,VA,FALSE,attack,Foot,FALSE
+Vincente Montano,8/5/2015,shot,hatchet,29,M,W,Antioch,TN,TRUE,attack,Not fleeing,FALSE
+Jason Galaviz,8/5/2015,shot,gun,40,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Gustavo Ponce-Galon,8/6/2015,shot,knife,42,M,H,Elsmere,KY,FALSE,attack,Not fleeing,FALSE
+Charles Bertram,8/6/2015,shot,gun,22,M,B,El Paso,TX,FALSE,attack,Car,FALSE
+Christian Taylor,8/7/2015,shot,unarmed,19,M,B,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Abel Correa,8/7/2015,shot,sharp object,24,M,H,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Aaron Marchese,8/7/2015,shot,toy weapon,30,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Mark Keckhafer,8/7/2015,shot,,53,M,W,Superior,MT,FALSE,other,Car,FALSE
+Tsombe Clark,8/7/2015,shot,gun,25,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Derrick Lee Hunt,8/7/2015,shot,knife,28,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Roderick Burr,8/8/2015,shot,gun,33,M,,Brookshire,TX,FALSE,attack,Not fleeing,FALSE
+Shamir Terrel Palmer,8/8/2015,shot,gun,24,M,B,Summerville,SC,FALSE,attack,Car,FALSE
+Jeffrey Clyde Wilkes,8/8/2015,shot,gun,59,M,W,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+Kevin McDaniel,8/8/2015,shot,gun,46,M,W,Spokane,WA,FALSE,attack,Not fleeing,FALSE
+Andre Green,8/9/2015,shot,,15,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Eric Tompkins,8/9/2015,shot,gun,41,M,W,Ardmore,OK,TRUE,attack,Not fleeing,FALSE
+Robert Patrick Quinn,8/9/2015,shot,toy weapon,77,M,,Pittston,PA,TRUE,attack,Not fleeing,FALSE
+Edrian Rivera,8/9/2015,shot,meat cleaver,22,M,H,San Jose,CA,FALSE,attack,Foot,FALSE
+Richard Tyler Young,8/10/2015,shot,,24,M,W,Gilbert,AZ,FALSE,other,Not fleeing,FALSE
+Casey George Alarcon,8/11/2015,shot,gun,34,M,W,Sandpoint,ID,FALSE,attack,Not fleeing,FALSE
+Randall Lance Hughes,8/11/2015,shot and Tasered,knife,48,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Richard Dean Shull Jr.,8/12/2015,shot,gun,24,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Nathaniel Wilks,8/12/2015,shot,gun,27,M,B,Oakland,CA,FALSE,attack,Car,TRUE
+Anthony Lorenzo Vallejo,8/12/2015,shot,gun,27,M,H,Hemet,CA,FALSE,attack,Car,FALSE
+Reginald Marshall,8/12/2015,shot,gun,27,M,B,Toledo,OH,FALSE,attack,Car,FALSE
+William Smith,8/12/2015,shot,gun,49,M,W,Hobbs,NM,FALSE,undetermined,Car,FALSE
+Redel Jones,8/12/2015,shot and Tasered,knife,30,F,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Garland Tyree,8/14/2015,shot,gun,38,M,B,Staten Island,NY,FALSE,attack,Not fleeing,FALSE
+Hector Rene Sorriano Gonzalez,8/14/2015,shot,gun,26,M,H,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Asshams Pharoah Manley,8/14/2015,shot,unarmed,30,M,B,District Heights,MD,TRUE,attack,Foot,FALSE
+Christopher Anderson,8/14/2015,shot and Tasered,box cutter,53,M,W,Bolton,CT,FALSE,attack,Car,FALSE
+Allen Matthew Baker,8/15/2015,shot,gun,23,M,B,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Benjamin Peter Ashley,8/15/2015,shot,,34,M,B,Inyokern,CA,FALSE,attack,Not fleeing,FALSE
+Jonathon  Pope,8/15/2015,shot,gun,30,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+John Unsworth,8/15/2015,shot and Tasered,unarmed,43,M,W,Hanover,IN,FALSE,attack,Not fleeing,FALSE
+Matthew Castillo,8/16/2015,shot,gun,29,M,H,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Steven B. Norton,8/16/2015,shot,gun,47,M,W,Kerrville,TX,FALSE,attack,Not fleeing,FALSE
+Frederick Roy,8/17/2015,shot,gun,35,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Richard Jacquez,8/17/2015,shot,unarmed,40,M,H,San Jose,CA,FALSE,other,Foot,FALSE
+Mansur Ball-Bey,8/19/2015,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Deviere Ernel Ransom,8/19/2015,shot,gun,24,M,B,Bloomfield Township,MI,FALSE,attack,Car,FALSE
+Jason Hale,8/19/2015,shot,gun,29,M,W,Hunters,WA,TRUE,attack,Foot,FALSE
+Wade Allen Baker,8/19/2015,shot,gun,44,M,W,Canton,NC,TRUE,attack,Not fleeing,FALSE
+Raul Herrera,8/20/2015,shot,gun,17,M,H,Ontario,CA,TRUE,attack,Not fleeing,FALSE
+Tyler Gerken,8/20/2015,shot,gun,19,M,W,Beverly,OH,TRUE,attack,Not fleeing,FALSE
+Jeffory Ray Tevis,8/20/2015,shot and Tasered,unarmed,50,M,W,Tuscaloosa,AL,TRUE,attack,Not fleeing,FALSE
+Timmy Walling,8/21/2015,shot,gun,57,M,W,Grapeview,WA,TRUE,attack,Not fleeing,FALSE
+Charles S. Hall,8/21/2015,shot,,30,M,W,North East,MD,FALSE,attack,Car,FALSE
+Alan Joseph Rushton,8/21/2015,shot,knife,38,M,W,Wake Forest,NC,FALSE,other,Not fleeing,FALSE
+Adam Schneider,8/22/2015,shot,gun,31,M,W,Cohasset,MN,FALSE,attack,Not fleeing,FALSE
+Jason Lee Alderman,8/22/2015,shot,carjack,29,M,W,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Nicholas Garner,8/22/2015,shot,,26,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Kenneth Henry Morgan,8/22/2015,shot,knife,64,M,W,King George,VA,FALSE,other,Not fleeing,FALSE
+Thaddeus Faison,8/22/2015,shot and Tasered,gun,39,M,B,Troy,NY,FALSE,attack,Foot,FALSE
+William Lee Snider,8/23/2015,shot,gun,57,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Richard Francis Compo,8/23/2015,shot,gun,36,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Ray Tompkins,8/23/2015,shot,gun,36,M,W,Arab,AL,FALSE,attack,Car,FALSE
+Julian Hoffman,8/23/2015,shot,toy weapon,21,M,W,Brick Township,NJ,FALSE,attack,Not fleeing,FALSE
+Bobby Troledge Norris,8/23/2015,shot,gun,53,M,B,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Marvin Maestas,8/25/2015,shot,gun,30,M,H,Santa Fe,NM,FALSE,attack,Foot,FALSE
+Curtis Smith,8/25/2015,shot,knife,34,M,B,West Chester,PA,FALSE,attack,Not fleeing,FALSE
+Todd Tomlinson,8/25/2015,shot,gun,53,M,W,Thonotosassa,FL,FALSE,attack,Not fleeing,FALSE
+Shane Rudolph,8/25/2015,shot,gun,45,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Marvin Arroliga,8/25/2015,shot,gun,22,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Steven Dodd,8/26/2015,shot,toy weapon,22,M,W,Hendersonville,TN,TRUE,attack,Not fleeing,FALSE
+Brent Pickard,8/26/2015,shot,gun,46,M,W,Chattanooga,TN,FALSE,attack,Car,FALSE
+Kyle Lambrose,8/26/2015,shot,gun,27,M,W,West Jordan,UT,TRUE,attack,Not fleeing,FALSE
+Yonas Alehegne,8/27/2015,shot,chain,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Robert Hober,8/27/2015,shot,box cutter,54,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Manuel Soriano,8/27/2015,shot,contractor's level,29,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bertrand Davis,8/27/2015,shot and Tasered,box cutter,42,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Gilbert Flores,8/28/2015,shot,undetermined,41,M,H,San Antonio,TX,TRUE,undetermined,Not fleeing,FALSE
+William Evans,8/28/2015,shot,gun,28,M,W,Spanish Fork,UT,TRUE,attack,Not fleeing,TRUE
+Felix Kumi,8/28/2015,shot,unarmed,61,M,B,Mount Vernon,NY,FALSE,other,Not fleeing,FALSE
+Devin Brian Dial,8/28/2015,shot,gun,23,M,W,Longview,TX,FALSE,attack,Not fleeing,FALSE
+James Marcus Brown,8/29/2015,shot,gun,25,M,B,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+Roger Albrecht,8/29/2015,shot,knife,,M,W,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Rafael Cruz Jr,8/29/2015,shot,unarmed,29,M,H,Chicago,IL,FALSE,undetermined,Car,FALSE
+Shawn Hall,8/30/2015,shot,gun,20,M,W,Cushing,OK,FALSE,attack,Not fleeing,FALSE
+David M.  Leon,8/30/2015,shot,gun,40,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+William Rippley,8/31/2015,shot,knife,45,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Cedric Maurice Williams,9/1/2015,shot,guns and explosives,33,M,B,Bluefield,WV,FALSE,attack,Foot,FALSE
+Charles Robert Shaw,9/1/2015,shot,gun,76,M,W,Twinsburg,OH,FALSE,attack,Not fleeing,FALSE
+Michael Todd Evans,9/1/2015,shot,gun,47,M,W,Artesia,NM,FALSE,attack,Not fleeing,FALSE
+Arthur Bates,9/2/2015,shot,gun,45,M,W,Prescott,AZ,TRUE,attack,Not fleeing,TRUE
+Freddy Centeno,9/3/2015,shot,unarmed,40,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Curtis James Meyer,9/4/2015,shot,gun,37,M,W,Mitchell,SD,TRUE,attack,Not fleeing,FALSE
+Richard Keith Kelley,9/4/2015,shot,gun,27,M,W,Weitchpec,CA,FALSE,attack,Car,FALSE
+Sully Lanier,9/4/2015,shot,gun,36,M,W,Springtown,TX,FALSE,attack,Not fleeing,FALSE
+Harrison Lambert,9/4/2015,shot,knife,23,M,W,Merrimack,NH,TRUE,other,Not fleeing,FALSE
+Jose Ramon Damiani Jr,9/4/2015,shot and Tasered,metal pipe,49,M,H,French Lick,IN,FALSE,attack,Not fleeing,FALSE
+La'vante Trevon Biggs,9/5/2015,shot,toy weapon,21,M,B,Durham,NC,TRUE,attack,Not fleeing,FALSE
+Luis Wenceslao,9/5/2015,shot,metal pipe,32,M,H,Ontario,CA,TRUE,other,Not fleeing,TRUE
+Angelo Delano Perry,9/5/2015,shot,gun,35,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+India Kager,9/5/2015,shot,unarmed,28,F,B,Virginia Beach,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Yero,9/6/2015,shot,gun,59,M,H,Little Havana,FL,FALSE,attack,Car,FALSE
+Mohamed Ibrahim,9/6/2015,shot,gun,28,M,B,Shreveport,LA,TRUE,attack,Car,FALSE
+William Verrett,9/6/2015,shot,gun,45,M,W,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Casimero Carlos Casillas,9/7/2015,shot,metal pipe,45,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Tristan Vent,9/8/2015,shot,gun,19,M,N,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Dustin Kuik,9/9/2015,shot,gun,25,M,W,Ashwaubenon,WI,FALSE,attack,Not fleeing,FALSE
+Tyrone Holman,9/9/2015,shot,guns and explosives,37,M,B,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Vincent J. Perdue,9/9/2015,shot,gun,33,M,N,Fairbanks,AK,FALSE,attack,Car,FALSE
+William Chau,9/9/2015,shot,knife,59,M,A,El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Tian Ma,9/10/2015,shot,knife,31,M,A,Potsdam,NY,FALSE,attack,Not fleeing,FALSE
+Bruce Santino,9/10/2015,shot,knife,35,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Brandon Foy,9/10/2015,shot,gun,29,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+ Austin Wilburly  Reid,9/10/2015,shot,gun,32,M,W,Lodi,CA,FALSE,attack,Foot,FALSE
+Eddie Tapia,9/10/2015,shot,gun,41,M,H,Downey,CA,FALSE,attack,Car,FALSE
+Robert T. Edwards,9/11/2015,shot,gun,31,M,W,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Phillip Pfleghardt,9/11/2015,shot,gun,44,M,W,Broomfield,CO,FALSE,attack,Car,FALSE
+Derick Davis,9/12/2015,shot,undetermined,23,M,W,Sylacauga,AL,FALSE,undetermined,Other,FALSE
+Jack Stevens Jr.,9/12/2015,shot,gun,45,M,W,West Knox,TN,FALSE,attack,Not fleeing,FALSE
+Martin Francis Hammen,9/13/2015,shot,gun,39,M,W,Wellman,IA,TRUE,attack,Not fleeing,FALSE
+Clifford Butler,9/13/2015,shot,gun,67,M,B,McAlester,OK,TRUE,attack,Not fleeing,FALSE
+Jeffrey Eugene Brooks,9/13/2015,shot,gun,29,M,W,Clute,TX,FALSE,attack,Car,FALSE
+Joseph Thompson Johnson-Shanks,9/14/2015,shot,gun,25,M,B,Princeton,KY,FALSE,attack,Car,FALSE
+David Todd Powell,9/14/2015,shot,unarmed,28,M,W,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+Tyrone Bass,9/15/2015,shot,unknown weapon,21,M,B,Chalmette,LA,FALSE,attack,Not fleeing,FALSE
+Florencio Chaidez,9/15/2015,shot,gun,32,M,H,Panorama City,CA,FALSE,attack,Not fleeing,TRUE
+Jorge  Suarez-Ruiz,9/15/2015,shot,gun,51,M,H,Miami,FL,TRUE,undetermined,Car,FALSE
+Carlos Wilhelm,9/15/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bobby R. Anderson,9/15/2015,shot,gun,27,M,B,Alexandria,LA,FALSE,other,Not fleeing,FALSE
+Rory Lynn Gunderman,9/16/2015,shot,gun,31,M,W,Lead,SD,TRUE,attack,Foot,FALSE
+Mark Gary,9/17/2015,shot,gun,50,M,W,Beaverton,MI,FALSE,attack,Not fleeing,FALSE
+Lawrence Price,9/17/2015,shot,gun,,M,W,Brodhead,KY,FALSE,attack,Not fleeing,FALSE
+Nicholas Alan Johnson,9/18/2015,shot,,32,M,W,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Gregory Herrell,9/18/2015,shot,undetermined,47,M,W,Dickson,TN,FALSE,undetermined,Not fleeing,FALSE
+Lucien Rolland,9/19/2015,shot,gun,46,M,W,Slidell,LA,FALSE,attack,Car,FALSE
+Scott Beech,9/19/2015,shot,gun,57,M,W,Washington County,AL,TRUE,attack,Not fleeing,TRUE
+Michael Thomas Pierce,9/20/2015,shot,gun,23,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,TRUE
+Jerrald Wright,9/20/2015,shot,gun,56,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Gerardo Ramirez,9/21/2015,shot,gun,24,M,H,Dallas,TX,TRUE,attack,Not fleeing,FALSE
+William Spaits,9/21/2015,shot,gun,27,M,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Tina Money,9/21/2015,shot,gun,23,F,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Timothy Wagner,9/21/2015,shot,gun,26,M,W,Barberville,FL,FALSE,attack,Not fleeing,FALSE
+Dominic Fuller,9/21/2015,shot,stapler,34,M,H,Auburndale,FL,FALSE,other,Foot,FALSE
+Steven McKenny,9/21/2015,shot and Tasered,unarmed,21,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Dante Osborne,9/22/2015,shot,gun,32,M,B,Oakland,CA,FALSE,attack,Car,FALSE
+Joel Dixon Smith,9/22/2015,shot,gun,33,M,W,Niceville,FL,TRUE,attack,Not fleeing,FALSE
+Tim Kyle Torngren,9/22/2015,shot,gun,55,M,W,Happy Valley,CA,TRUE,attack,Not fleeing,FALSE
+Donaven Kyle Anderson,9/22/2015,shot,gun,26,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Robert Berger,9/23/2015,shot,knife,48,M,O,Salt Lake City,UT,FALSE,attack,Not fleeing,FALSE
+Joseph Khammash,9/23/2015,shot,gun,35,M,W,McKinney,TX,FALSE,attack,Not fleeing,FALSE
+Keith Harrison McLeod,9/23/2015,shot,unarmed,19,M,B,Reisterstown,MD,FALSE,other,Foot,FALSE
+Kenneth Ray Pinter,9/23/2015,shot,gun,45,M,W,Grayson County,VA,FALSE,attack,Not fleeing,FALSE
+Jeremy McDole,9/23/2015,shot,gun,28,M,B,Wilmington,DE,TRUE,undetermined,Not fleeing,FALSE
+Ernesto Medina Lopez,9/24/2015,shot,knife,42,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Patrick O'Grady,9/24/2015,shot,gun,17,M,W,Fountain,CO,FALSE,attack,Not fleeing,FALSE
+Philip Quinn,9/24/2015,shot,screwdriver,30,M,O,St. Paul,MN,TRUE,other,Not fleeing,FALSE
+William Lemmon,9/25/2015,shot,unarmed,21,M,W,Akron,OH,TRUE,undetermined,Other,FALSE
+Jeffrey Blood,9/25/2015,shot,gun,45,M,W,Wilhoit,AZ,FALSE,attack,Not fleeing,FALSE
+James Anderson,9/25/2015,shot and Tasered,box cutter,33,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Anthony McKinney,9/26/2015,shot,knife,46,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Alejandro Lerma,9/26/2015,shot,gun,23,M,H,Lovington,NM,FALSE,attack,Not fleeing,FALSE
+Norma Angelica Guzman,9/27/2015,shot,knife,37,F,H,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Christopher Shell,9/27/2015,shot,gun,43,M,W,Rossville,GA,FALSE,attack,Not fleeing,FALSE
+Victor Oswaldo Coronado-Martinez,9/27/2015,shot,gun,40,M,H,Ponder,TX,FALSE,attack,Not fleeing,FALSE
+Alberto Hernandez,9/28/2015,shot,toy weapon,59,M,H,San Ysidro,CA,FALSE,attack,Not fleeing,TRUE
+Junior Prosper,9/28/2015,shot and Tasered,unarmed,31,M,B,Miami,FL,FALSE,attack,Foot,FALSE
+Patrick Stephen Lundstrom,9/29/2015,shot,blunt object,46,M,N,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Robert  Christen,9/29/2015,shot,unarmed,37,M,W,Mora,MN,FALSE,attack,Not fleeing,FALSE
+Brandon Lamar Johnson,9/30/2015,shot,gun,28,M,B,Beckley,WV,FALSE,attack,Car,FALSE
+David M. Diaz,10/2/2015,shot,gun,28,M,H,Sierra Vista,AZ,FALSE,attack,Car,FALSE
+Phyllis Ilene Jepsen,10/2/2015,shot,knife,55,F,W,Aloha,OR,TRUE,other,Not fleeing,FALSE
+Matthew Dobbins,10/2/2015,shot,unarmed,29,M,W,Amarillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Christian Pena,10/2/2015,shot and Tasered,knife,26,M,H,Rialto,CA,FALSE,attack,Not fleeing,FALSE
+James Joseph Byrd,10/4/2015,shot,beer bottle,45,M,,Van Nuys,CA,FALSE,undetermined,Not fleeing,FALSE
+Eric Edgell,10/4/2015,shot,gun,27,M,W,Muscle Shoals,AL,TRUE,attack,Foot,FALSE
+Jeffery McCallum,10/4/2015,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+James  Dunaway,10/5/2015,shot,gun,51,M,W,Hurst,TX,FALSE,attack,Foot,FALSE
+Rodney Jencsik,10/5/2015,shot,gun,50,M,W,Woodbridge,NJ,FALSE,attack,Not fleeing,FALSE
+Omar Ali,10/5/2015,shot,unarmed,27,M,O,Akron,OH,FALSE,other,Not fleeing,FALSE
+Charles A. Pettit,10/5/2015,shot,gun,18,M,B,Midwest City,OK,FALSE,attack,Not fleeing,FALSE
+Donald Miller II,10/6/2015,shot,gun,39,M,,Monterey,CA,TRUE,attack,Not fleeing,FALSE
+Amado Lago,10/7/2015,shot,machete,46,M,H,West Palm Beach,FL,FALSE,attack,Not fleeing,FALSE
+Gary Carmona Boitano,10/9/2015,shot,knife,19,M,B,Columbia,MD,FALSE,other,Not fleeing,FALSE
+Margaret Wagner,10/9/2015,shot,gun,62,F,,Aguanga,CA,FALSE,attack,Not fleeing,FALSE
+Christopher Whitmarsh,10/10/2015,shot,,49,M,W,Beverly,MA,TRUE,attack,Not fleeing,FALSE
+Richard Love,10/10/2015,shot,gun,31,M,W,Old Saybrook,CT,FALSE,attack,Not fleeing,FALSE
+William Combs,10/10/2015,shot,,38,M,W,Pinion Hills,CA,TRUE,other,Car,FALSE
+Travis Quay,10/10/2015,shot,crossbow,40,M,W,Cato Township,MI,FALSE,attack,Not fleeing,FALSE
+Anthony Aguilar,10/10/2015,shot and Tasered,unknown weapon,35,M,H,Lisle,IL,FALSE,undetermined,Not fleeing,FALSE
+Joe Pasquez Ortiz,10/11/2015,shot,undetermined,34,M,H,San Bernardino,CA,FALSE,undetermined,Other,FALSE
+Kevin Lau,10/11/2015,shot,gun,44,M,A,Lakes Charles,LA,FALSE,attack,Not fleeing,FALSE
+Bernard Brandon Powers,10/11/2015,shot,gun,23,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Robert Humberto Medellin,10/11/2015,shot,machete,43,M,H,West Odessa,TX,FALSE,other,Car,FALSE
+Jason Day,10/12/2015,shot,gun,,M,B,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Rudolph Smith,10/12/2015,shot,gun,31,M,W,Brookhaven,MS,FALSE,attack,Not fleeing,FALSE
+Brent Brannon,10/14/2015,shot,gun,27,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Michelle Marie Burg,10/14/2015,shot,gun,46,F,W,Naples,FL,TRUE,attack,Car,FALSE
+Samuel Villarreal,10/14/2015,shot,,18,M,H,Indio,CA,FALSE,other,Car,FALSE
+Michael Donald Clark,10/14/2015,shot,gun,59,M,,Seaside,CA,FALSE,attack,Not fleeing,FALSE
+Leslie Portis,10/14/2015,shot,gun,57,M,B,Monroeville,AL,FALSE,attack,Not fleeing,FALSE
+Jorge Santiago Tapia,10/15/2015,shot,gun,15,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Kaleb Alexander,10/15/2015,shot,gun,25,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Linda Lee Lush,10/15/2015,shot,gun,50,F,W,Las Vegas,NV,TRUE,attack,Car,FALSE
+Michael J. Brennan,10/15/2015,shot,toy weapon,31,M,W,Parma,OH,FALSE,attack,Car,FALSE
+Robert Burgess,10/15/2015,shot,gun,35,M,W,Kirkland,WA,FALSE,attack,Foot,FALSE
+Herbert Benitez,10/15/2015,shot,gun,27,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Martin  Ryans Jr.,10/15/2015,shot,gun,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Angel Rangel,10/16/2015,shot,unarmed,27,M,H,Valinda,CA,FALSE,attack,Not fleeing,FALSE
+Jason Foreman,10/16/2015,shot,gun,45,M,,Barrow County,GA,FALSE,attack,Not fleeing,FALSE
+Ricky Javenta Ball,10/16/2015,shot,undetermined,33,M,B,Columbus,MS,FALSE,undetermined,Foot,TRUE
+Jeffrey Womack,10/16/2015,shot,gun,27,M,W,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Gino Paredes,10/17/2015,shot,toy weapon,22,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Dequan Williams,10/17/2015,shot and Tasered,knife,28,M,B,York,PA,TRUE,other,Not fleeing,FALSE
+Corey Jones,10/18/2015,shot,gun,31,M,B,Palm Beach Gardens,FL,FALSE,undetermined,Not fleeing,FALSE
+Krikor Ekizian,10/18/2015,shot,knife,28,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Dion Lamont Ramirez,10/19/2015,shot,,53,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Roger D.  Hall,10/20/2015,shot,toy weapon,30,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Lamontez Jones,10/20/2015,shot,toy weapon,39,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Joel Lopes,10/20/2015,shot,gun,40,M,H,Truth or Consequences,NM,FALSE,attack,Not fleeing,FALSE
+Darien Greenwood,10/20/2015,shot,knife,30,M,W,Mandeville,LA,FALSE,attack,Not fleeing,FALSE
+Jonathan Tyler Gossman,10/20/2015,shot,gun,21,M,W,Cedar Rapids,IA,FALSE,attack,Foot,FALSE
+Miguel Angel Marin Galena,10/21/2015,shot,knife,35,M,H,Calexico,CA,FALSE,other,Other,FALSE
+Ryan Christopher Rodriguez,10/21/2015,shot,unarmed,21,M,H,West Goshen,CA,TRUE,attack,Not fleeing,FALSE
+Timothy Arnold,10/21/2015,shot,gun,47,M,W,Kentwood,MI,TRUE,attack,Not fleeing,FALSE
+Lawrence Green,10/22/2015,shot,knife,38,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Adriene Jamarr Ludd,10/22/2015,shot,gun,36,M,B,Carmichael,CA,FALSE,attack,Car,FALSE
+Stephen H. Brock,10/22/2015,shot,undetermined,53,M,W,Pine Top,KY,FALSE,other,Not fleeing,FALSE
+Juan Ulloa,10/24/2015,shot,gun,34,M,H,Highgrove,CA,FALSE,attack,Not fleeing,FALSE
+Rolly Thomas,10/24/2015,shot,gun,34,M,B,Cape Coral,FL,FALSE,attack,Not fleeing,TRUE
+Dominic Hutchinson,10/24/2015,shot,undetermined,30,M,B,Cathedral City,CA,FALSE,undetermined,Not fleeing,FALSE
+Arthur West,10/24/2015,shot,gun,28,M,W,Zanesville,OH,TRUE,attack,Not fleeing,FALSE
+Darren Myron Fude,10/24/2015,shot,gun,47,M,W,Paddock Lake,WI,FALSE,attack,Not fleeing,FALSE
+Jon Ployhar,10/24/2015,shot,undetermined,49,M,W,Kenai Peninsula,AK,FALSE,attack,Not fleeing,FALSE
+John Tozzi,10/24/2015,shot,gun,,M,,New Paltz,NY,FALSE,attack,Not fleeing,FALSE
+John Harley Turner,10/25/2015,shot,gun,36,M,W,Talking Rock,GA,FALSE,attack,Not fleeing,FALSE
+Kevin Brunson,10/26/2015,shot,,45,M,B,Frederick,MD,FALSE,other,Not fleeing,FALSE
+Marquesha McMillan,10/26/2015,shot,gun,21,F,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Kobvey Igbuhay,10/26/2015,shot,unarmed,18,M,O,Tampa,FL,FALSE,attack,Foot,FALSE
+Tyrie Cuyler,10/27/2015,shot,gun,25,M,B,Savannah,GA,FALSE,attack,Not fleeing,TRUE
+Anthony Ashford,10/28/2015,shot,unarmed,29,M,B,Point Loma,CA,FALSE,attack,Not fleeing,FALSE
+Ricky Keith Keeton,10/28/2015,shot,gun,57,M,W,Smithville,MS,FALSE,attack,Not fleeing,FALSE
+Jerry Michael Graham Jr.,10/28/2015,shot,gun,34,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Jasper Levi Adams,10/28/2015,shot,gun,35,M,W,Salem,OR,FALSE,attack,Car,FALSE
+Deaunte Lamar Bell,10/29/2015,shot,gun,,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Allen Quintez Swader,10/29/2015,shot,gun,18,M,W,Hohenwald,TN,FALSE,attack,Not fleeing,FALSE
+Floyd Ray Cook,10/30/2015,shot,gun,62,M,W,Burkesville,KY,FALSE,attack,Other,FALSE
+Mario Martinez,10/30/2015,shot,gun,29,M,H,Mesquite,TX,FALSE,attack,Car,FALSE
+Tony Berry,10/30/2015,shot,gun,25,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Daniel Nole,10/30/2015,shot and Tasered,knife,30,M,W,Norwood,OK,FALSE,attack,Foot,FALSE
+Brian Crawford,10/30/2015,shot,gun,24,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Larry Busby,10/30/2015,shot,gun,52,M,W,Old Town,FL,FALSE,attack,Not fleeing,FALSE
+Noah Harpham,10/31/2015,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Bennie Lee Tignor,10/31/2015,shot,unarmed,56,M,B,Opelika,AL,FALSE,other,Car,FALSE
+Luverne Roy Christensen,11/1/2015,shot,gun,49,M,W,Hutchinson,MN,FALSE,attack,Not fleeing,FALSE
+Killian O'Quinn,11/1/2015,shot,gun,20,M,W,Eureka,CA,FALSE,attack,Not fleeing,FALSE
+Jack Yantis,11/1/2015,shot,gun,62,M,W,Council,ID,FALSE,undetermined,Not fleeing,TRUE
+James Covington,11/2/2015,shot,gun,62,M,B,Washington,DC,FALSE,attack,Car,FALSE
+Jeremy Mardis,11/3/2015,shot,unarmed,6,M,W,Marksville,LA,FALSE,other,Car,TRUE
+Joseph Tyndall,11/4/2015,shot,gun,30,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+John Allen,11/4/2015,shot,gun,57,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Faisal Mohammad,11/4/2015,shot,knife,18,M,O,Merced,CA,FALSE,attack,Foot,FALSE
+Timothy Gene Smith,11/4/2015,shot,unarmed,47,M,W,Pacific Beach,CA,FALSE,other,Foot,TRUE
+David  Romanoski,11/5/2015,shot,gun,48,M,W,Morgantown,WV,FALSE,attack,Not fleeing,FALSE
+James Bigley,11/5/2015,shot,gun,20,M,W,Hominy,OK,TRUE,attack,Car,FALSE
+Jacob Hohman,11/5/2015,shot,hammer,30,M,W,Lakeshire,MO,FALSE,attack,Not fleeing,FALSE
+Laura Lemieux,11/5/2015,shot,gun,36,F,W,Goose Creek,SC,TRUE,attack,Not fleeing,FALSE
+Michael  Johnson,11/6/2015,shot,gun,51,M,W,Portland,OR,TRUE,attack,Not fleeing,FALSE
+James Francis Smyth,11/6/2015,shot,,55,M,W,Las Vegas,NV,FALSE,other,Car,FALSE
+Kim Lee Long,11/6/2015,shot,undetermined,48,M,W,Wadesboro,NC,FALSE,undetermined,Not fleeing,FALSE
+Delvin Simmons,11/9/2015,shot,,20,M,B,Spartanburg,SC,FALSE,attack,Car,FALSE
+Cesar Cuellar,11/9/2015,shot,gun,25,M,H,North Laredo,TX,TRUE,attack,Not fleeing,FALSE
+Dale Maverick Hudson,11/9/2015,shot,gun,26,M,W,Braxton County,WV,FALSE,attack,Not fleeing,FALSE
+Leonel Acevedo,11/9/2015,shot,gun,45,M,H,San Jose,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Cano,11/9/2015,shot and Tasered,bean-bag gun,35,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Eddie Gabriel Sanchez,11/10/2015,shot,gun,34,M,H,Chico,CA,FALSE,attack,Not fleeing,FALSE
+Jason Leanard Mesaros,11/10/2015,shot,,36,M,H,Brighton,CO,FALSE,other,Car,FALSE
+Andrew Blake,11/10/2015,shot,gun,22,M,W,Dillon,MT,FALSE,attack,Not fleeing,FALSE
+Dana Bruce Ott,11/10/2015,shot,toy weapon,63,M,W,Colorado Springs,CO,TRUE,attack,Not fleeing,FALSE
+Joseph Jaramillo,11/11/2015,shot,,31,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Javier Lopez Garcia,11/11/2015,shot,gun,25,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Brian Gavin,11/11/2015,shot,gun,57,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Ryan Quinn Martin,11/11/2015,shot,gun,32,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Moises Nero,11/12/2015,shot,knife,42,M,B,Sunnyvale,CA,FALSE,other,Not fleeing,FALSE
+Michael Joseph Bartkiewicz,11/13/2015,shot,toy weapon,52,M,W,Gibson County,TN,FALSE,attack,Not fleeing,FALSE
+Ernesto Gamino,11/13/2015,shot,undetermined,25,M,H,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Matthew Coleman,11/13/2015,shot,gun,25,M,W,Eden,GA,FALSE,attack,Foot,FALSE
+Ramon Salazar,11/14/2015,shot,hammer,31,M,H,Jurupa Valley,CA,FALSE,other,Not fleeing,FALSE
+Richard Perkins,11/15/2015,shot,toy weapon,39,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Shane Whitehead,11/15/2015,shot,unknown weapon,16,M,B,Germantown,PA,FALSE,attack,Not fleeing,FALSE
+Jamar Clark,11/15/2015,shot,unarmed,24,M,B,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+John David Livingston,11/15/2015,shot and Tasered,Taser,32,M,W,Spring Lake,NC,FALSE,attack,Not fleeing,FALSE
+Brent Noblitt,11/16/2015,shot,,25,M,W,Whitfield County,GA,FALSE,other,Car,FALSE
+Cameron Davis Long,11/16/2015,shot,,28,M,W,Leon County,TX,FALSE,undetermined,Car,FALSE
+Yohans Leon,11/17/2015,shot,gun,28,M,B,Miami,FL,TRUE,attack,Foot,FALSE
+Demetrius Bryant,11/17/2015,shot,gun,21,M,B,Cayce,SC,FALSE,attack,Not fleeing,FALSE
+Jeray Chatham,11/17/2015,shot,,30,M,B,Weatherford,TX,FALSE,other,Car,FALSE
+Derry Touchstone,11/17/2015,shot,unarmed,58,M,W,Arlington,GA,FALSE,other,Not fleeing,FALSE
+Francis Hartnett,11/17/2015,shot,gun,47,M,W,Little Egg Harbor,NJ,TRUE,attack,Not fleeing,FALSE
+Michael Tindall,11/17/2015,shot,gun,41,M,W,Weatherford,TX,FALSE,undetermined,Car,FALSE
+Cornelius Brown,11/18/2015,shot,unknown weapon,25,M,B,Opa-Locka,FL,FALSE,other,Not fleeing,FALSE
+Marcus Meridy,11/18/2015,shot,gun,44,M,B,Benton Township,MI,FALSE,attack,Not fleeing,FALSE
+Randy Allen Smith,11/19/2015,shot,gun,34,M,B,Manatee,FL,FALSE,attack,,FALSE
+Steve Dormil,11/19/2015,shot,knife,27,M,B,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Darick Napper,11/19/2015,shot,knife,34,M,B,Washington,DC,FALSE,other,Not fleeing,FALSE
+Nathaniel Harris Pickett,11/20/2015,shot,unarmed,29,M,B,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+William Tarrant,11/20/2015,shot,gun,39,M,W,Paulding County,GA,TRUE,attack,Not fleeing,FALSE
+Martin Arturo Rivera,11/20/2015,shot,gun,50,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Chris Nichols,11/21/2015,shot,unarmed,24,M,W,Colbert,OK,FALSE,attack,Foot,FALSE
+James Daniel Hall,11/22/2015,shot,knife,47,M,W,Fontana,CA,TRUE,attack,Not fleeing,FALSE
+Matthew Grows,11/22/2015,shot,gun,45,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Miguel Angel Martinez,11/22/2015,shot,gun,28,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Barry Kirk,11/23/2015,shot,gun,50,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Henry Reyna,11/23/2015,shot and Tasered,knife,49,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Michael Kirvelay,11/24/2015,shot,toy weapon,45,M,W,Columbia Heights,MN,FALSE,other,Not fleeing,FALSE
+Freddy Baez,11/24/2015,shot,gun,24,M,B,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Thomas Joseph Mceniry,11/24/2015,shot and Tasered,toy weapon,32,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Magnum Edgar Phillips,11/25/2015,shot,knife,23,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Douglas R. Slade,11/25/2015,shot,gun,52,M,W,Eagar,AZ,FALSE,attack,Not fleeing,FALSE
+Somer Speer,11/25/2015,shot,gun,37,F,W,Ozark,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Thomas,11/26/2015,shot,unarmed,26,M,W,Chico,CA,FALSE,other,Car,TRUE
+Rick Gullickson,11/27/2015,shot,gun,58,M,W,Lampe,MO,FALSE,attack,Not fleeing,FALSE
+Kevin Close,11/28/2015,shot,baseball bat and fireplace poker,50,M,W,Seagoville,TX,FALSE,other,Not fleeing,FALSE
+Justin D. McHenry,11/29/2015,shot,gun,22,M,W,Celina,OH,FALSE,attack,Not fleeing,FALSE
+Lionel Kerns,11/29/2015,shot,gun,53,M,W,Maysville,MO,FALSE,attack,Not fleeing,FALSE
+Ralph Aguilar,11/29/2015,shot,gun,69,M,H,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Hugo Fernando Celio,11/29/2015,shot,gun,23,M,H,Bakersfield,CA,FALSE,attack,Foot,FALSE
+Zachary Grigsby,11/29/2015,shot,gun,29,M,W,Lincoln,NE,FALSE,attack,,FALSE
+Tuan Hoang,11/30/2015,shot,,25,M,A,Aurora,CO,FALSE,attack,Car,FALSE
+Darius Smith,11/30/2015,shot,gun,18,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Fernando Sauceda,11/30/2015,shot,undetermined,31,M,H,Wink,TX,FALSE,other,Not fleeing,FALSE
+Joshua  Jozefowicz ,12/1/2015,shot,gun,23,M,W,Bangor,ME,FALSE,attack,Foot,FALSE
+John Anthony Gonzalez,12/1/2015,shot,gun,18,M,H,Norwalk,CA,FALSE,attack,Not fleeing,FALSE
+Phillip Munoz,12/2/2015,shot,gun,35,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Tashfeen Malik,12/2/2015,shot,gun,27,F,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Syed Farook,12/2/2015,shot,gun,28,M,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Mario Woods,12/2/2015,shot,knife,26,M,B,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Allen Pacheco,12/2/2015,shot,gun,32,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Florencio Lucero,12/2/2015,shot,gun,36,M,H,Deming,NM,FALSE,attack,Not fleeing,FALSE
+Neil Scott Stretesky,12/3/2015,shot,gun,66,M,W,Big Springs,NE,FALSE,attack,Not fleeing,FALSE
+Raymone M. Davis,12/4/2015,shot,gun,21,M,B,Mount Washington,PA,FALSE,attack,Not fleeing,FALSE
+Ivan Krstic,12/4/2015,shot and Tasered,metal stick,47,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Colten Price Marcellus,12/5/2015,shot,gun,24,M,W,Irving,TX,FALSE,attack,Foot,FALSE
+Michael L. Funk,12/5/2015,shot,gun,60,M,W,Neenah,WI,FALSE,other,Not fleeing,FALSE
+Sheilah Huck,12/5/2015,shot,gun,61,F,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Juan Perez,12/5/2015,shot,gun,38,M,H,Indio,CA,FALSE,attack,Not fleeing,FALSE
+David  Winesett,12/5/2015,shot and Tasered,straight edge razor,51,M,W,Miami,FL,FALSE,other,Not fleeing,TRUE
+Raymond Azevedo,12/6/2015,shot,gun,35,M,W,Seattle,WA,FALSE,attack,Car,FALSE
+Carlumandarlo Zaramo,12/6/2015,shot,gun,46,M,B,Richmond Heights,OH,TRUE,attack,Not fleeing,FALSE
+John Alan Britton,12/6/2015,shot,knife,48,M,W,Laramie,WY,TRUE,other,Not fleeing,FALSE
+Miguel Espinal,12/8/2015,shot,unarmed,36,M,B,Yonkers,NY,FALSE,other,Foot,FALSE
+Derek Stokes,12/8/2015,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Christopher Higdon,12/9/2015,shot,gun,66,M,W,Leitchfield,KY,FALSE,attack,Not fleeing,FALSE
+Sammy Monroe Echols,12/9/2015,shot,gun,51,M,,Pryor,OK,TRUE,attack,Not fleeing,FALSE
+Jason Bryant,12/10/2015,shot,gun,34,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Charles Edward Rosemond,12/10/2015,shot,gun,55,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Arthur Gendreau,12/10/2015,shot,knife,54,M,W,Marina,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/10/2015,shot,gun,,M,,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Steven Wickert,12/11/2015,shot,unarmed,36,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Christopher Goodlow,12/12/2015,shot,knife,25,M,B,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Javario Shante Eagle,12/12/2015,shot,gun and knife,24,M,B,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Nicholas Robertson,12/12/2015,shot,gun,28,M,B,Lynwood,CA,FALSE,attack,Not fleeing,FALSE
+Jonathan Wardlow,12/12/2015,shot,Taser,36,M,W,Healdton,OK,FALSE,attack,Not fleeing,FALSE
+Andrew Jospeh Todd,12/12/2015,shot,gun,20,M,W,East Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+Roy Carreon,12/12/2015,shot,knife,49,M,H,San Bernardino,CA,FALSE,attack,,FALSE
+Efrain Villanueva,12/12/2015,shot,unknown weapon,,M,,Aurora,CO,FALSE,attack,,FALSE
+Shirley  Weis,12/13/2015,shot,gun,51,F,W,Arlington,TX,TRUE,attack,Not fleeing,FALSE
+Ryan McMillan,12/13/2015,shot,ax,21,M,W,Denton,TX,TRUE,other,Not fleeing,FALSE
+Nephi  Leiataua,12/13/2015,shot,knife,30,M,O,Thurston County,WA,FALSE,attack,Not fleeing,FALSE
+Enrique Gonzalez,12/13/2015,shot,gun,32,M,H,Mountain View,CO,FALSE,attack,Not fleeing,FALSE
+Calvin McKinnis,12/14/2015,shot,gun,33,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Michael  Thomason,12/14/2015,shot,undetermined,56,M,W,Humboldt,TN,FALSE,undetermined,Not fleeing,FALSE
+Brenda Dean Kimberling,12/14/2015,shot,gun,48,F,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Mharloun Verdejo  Saycon,12/14/2015,shot,knife,39,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Hector Alvarez,12/14/2015,shot,undetermined,19,M,H,Gilroy,CA,FALSE,undetermined,,TRUE
+Roberto Sanchez,12/14/2015,shot,gun,45,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Mark Toney,12/14/2015,shot,gun,33,M,W,Mount Hope,WV,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gene Evans,12/14/2015,shot and Tasered,knife,52,M,W,Middle River,MD,TRUE,other,Not fleeing,FALSE
+Ronnie Dubose Carter,12/15/2015,shot,,51,M,B,Dallas,NC,FALSE,attack,Car,FALSE
+Bryant Neil Duncan,12/16/2015,shot,knife,,M,W,Camarillo,CA,TRUE,attack,Not fleeing,FALSE
+Douglas Yon,12/17/2015,shot,machete,25,M,W,Kent,OH,TRUE,other,Not fleeing,FALSE
+Christopher Fletcher,12/17/2015,shot,gun,24,M,W,Modesto,CA,FALSE,attack,Other,FALSE
+Erica Lauro,12/18/2015,shot,gun,22,F,W,Northwood,OH,FALSE,attack,Other,FALSE
+Amos Frerichs,12/18/2015,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Robert L. Martinez,12/18/2015,shot,toy weapon,58,M,H,Taos,NM,TRUE,attack,Not fleeing,FALSE
+Trayvon Scruggs,12/19/2015,shot,gun,24,M,B,Concord,VA,FALSE,attack,,FALSE
+Ruben Jose Herrera,12/19/2015,shot,undetermined,26,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,FALSE
+Leroy Browning,12/20/2015,shot,gun,30,M,B,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Mark  Ramirez,12/20/2015,shot,gun,31,M,H,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Guadalupe Quiroz,12/21/2015,shot,gun,34,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Bobby Daniels,12/21/2015,shot,gun,48,M,B,Douglasville,GA,FALSE,attack,Not fleeing,FALSE
+Michael Noel,12/21/2015,shot,unarmed,,M,B,Breaux Bridge,LA,TRUE,other,Not fleeing,FALSE
+Derek DeGroat,12/21/2015,shot,gun,21,M,W,Canaan Township,PA,TRUE,attack,Not fleeing,FALSE
+Robert L. Teter,12/21/2015,shot,gun,39,M,W,Deltona,FL,FALSE,attack,Not fleeing,FALSE
+Chan Leith,12/21/2015,shot,gun,25,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Barsnick,12/21/2015,shot,gun,30,M,W,Smartsville,CA,FALSE,attack,Not fleeing,FALSE
+Charles Reynolds,12/22/2015,shot,gun,61,M,,Ludlow,KY,FALSE,attack,Not fleeing,TRUE
+Kenneth Stephens,12/22/2015,shot,gun,56,M,W,Burlington,VT,FALSE,attack,Not fleeing,TRUE
+Michael Hilber,12/22/2015,shot,undetermined,29,M,W,Brooksville,FL,FALSE,undetermined,Car,FALSE
+Jose  Rodriguez,12/22/2015,shot,gun,19,M,H,Albuquerque,NM,FALSE,undetermined,Foot,TRUE
+Kevin Matthews,12/23/2015,shot,unarmed,35,M,B,Dearborn,MI,TRUE,other,Not fleeing,FALSE
+Schuylar Gunning,12/24/2015,shot,,36,M,W,Winnsboro,LA,FALSE,other,Car,FALSE
+Gregory Sanders,12/24/2015,shot,gun,54,M,,Pride,LA,TRUE,attack,Not fleeing,FALSE
+Terrozza Tyree Griffin,12/24/2015,shot,gun,24,M,B,Lansing,MI,FALSE,attack,Not fleeing,FALSE
+Omar Ventura,12/24/2015,shot,knife,23,M,H,Porterville,CA,FALSE,other,Not fleeing,FALSE
+William David Raff,12/25/2015,shot,knife,31,M,W,Palo Alto,CA,TRUE,attack,Not fleeing,FALSE
+Lonnie Niesen,12/26/2015,shot,brick,41,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Bettie Jones,12/26/2015,shot,unarmed,55,F,B,Chicago,IL,FALSE,other,,FALSE
+Quintonio LeGrier,12/26/2015,shot,baseball bat,19,M,B,Chicago,IL,TRUE,undetermined,Not fleeing,FALSE
+Gilbert Heredia,12/26/2015,shot,gun,38,M,H,Homedale,ID,FALSE,attack,Not fleeing,TRUE
+Michael Parker,12/27/2015,shot,undetermined,36,M,W,Lucedale,MS,FALSE,undetermined,Car,FALSE
+Sean Mould,12/27/2015,shot,knife,34,M,W,Tempe,AZ,TRUE,other,Not fleeing,TRUE
+Gayneaux Paul Trahan,12/27/2015,shot,undetermined,52,M,W,Franklin,LA,FALSE,undetermined,Not fleeing,FALSE
+Corey Jason Achstein,12/28/2015,shot,toy weapon,28,M,W,Suffolk,VA,FALSE,attack,Not fleeing,TRUE
+Siolosega Velega-Nuufolau,12/29/2015,shot,knife,50,F,O,Santa Nella,CA,TRUE,other,Not fleeing,FALSE
+Tien Hua,12/29/2015,shot,unknown weapon,,M,A,Rosemead,CA,FALSE,undetermined,Not fleeing,FALSE
+Fred Perez,12/30/2015,shot,knife,55,M,H,Fresno,CA,FALSE,attack,Not fleeing,TRUE
+John Randell Veach,12/30/2015,shot,undetermined,39,M,,Rawlins,WY,FALSE,undetermined,,FALSE
+Keith Childress,12/31/2015,shot,unarmed,23,M,B,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Joshua Sisson,1/1/2016,shot,knife,30,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Lance Light,1/2/2016,shot,gun,54,M,W,Maryneal,TX,FALSE,attack,Car,FALSE
+Lonnie Haskell Powers,1/2/2016,shot,gun,37,M,W,Sioux Falls,SD,FALSE,attack,Not fleeing,FALSE
+Sean O'Brien,1/2/2016,shot and Tasered,knife,37,M,W,Livingston,MT,FALSE,other,Not fleeing,FALSE
+Germonta Wallace,1/3/2016,shot,gun,30,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Eric John Senegal,1/4/2016,shot,undetermined,27,M,B,Ragley,LA,FALSE,undetermined,Not fleeing,FALSE
+Rodney Turner,1/4/2016,shot,gun,22,M,B,Oklahoma City,OK,FALSE,attack,Foot,TRUE
+Joel Anthony Nelson,1/5/2016,shot,,29,M,W,Olympia,WA,FALSE,attack,Foot,FALSE
+James K. Maher,1/5/2016,shot,knife,39,M,W,Johnson City,TN,FALSE,other,Foot,FALSE
+Carlton Antonio Murphy,1/5/2016,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Stephen Bukwich,1/5/2016,shot,gun,52,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Albert Thompson,1/5/2016,shot,hand torch,28,M,H,Ceres,CA,FALSE,other,Foot,FALSE
+David Zollo,1/5/2016,shot and Tasered,knife,54,M,W,Upper Darby,PA,TRUE,other,Not fleeing,FALSE
+Charles Hollstein,1/6/2016,shot,toy weapon,38,M,W,Zion,IL,TRUE,other,Foot,FALSE
+Alan Huberth Franco-Armenta,1/6/2016,shot,gun,32,M,H,Carrizozo,NM,TRUE,attack,Not fleeing,FALSE
+Kenneth Clay,1/6/2016,shot,gun,34,M,W,Daviess County,KY,FALSE,attack,Not fleeing,FALSE
+Eric C. Olsen,1/8/2016,shot,knife,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Andrew Earl Abernathy,1/8/2016,shot,gun,50,M,W,Acworth,GA,TRUE,attack,Not fleeing,FALSE
+David Jay Kent,1/10/2016,shot,chain saw,37,M,W,Kelso,WA,TRUE,other,Not fleeing,FALSE
+Christine A. Lucas,1/10/2016,shot,toy weapon,45,F,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alan Paul Bartley,1/11/2016,shot,,56,M,W,San Fernando,CA,FALSE,attack,Car,FALSE
+Robert Tenbrink,1/11/2016,shot,toy weapon,45,M,W,Cincinnati,OH,TRUE,attack,Foot,FALSE
+Ramone Lonergan,1/11/2016,shot,gun,32,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Ciara Meyer,1/11/2016,shot,unarmed,12,F,W,Penn Township,PA,FALSE,other,Not fleeing,FALSE
+Herman Bean,1/12/2016,shot,knife,49,M,N,Spenard,AK,TRUE,other,Not fleeing,FALSE
+Keith Richardson,1/12/2016,shot,gun,58,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Brandon Bearden,1/13/2016,shot,gun,29,M,W,Sevierville,TN,FALSE,other,Foot,TRUE
+Timothy Meehan,1/13/2016,shot,gun,60,M,W,Cle Elum,WA,TRUE,attack,Not fleeing,FALSE
+Willie Holderfield,1/14/2016,shot,gun,40,M,W,Hurst,IL,TRUE,attack,Not fleeing,FALSE
+Miguel Hernandez,1/14/2016,shot,knife,39,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+William Keith Waldron,1/15/2016,shot,gun,26,M,W,Elkins,WV,FALSE,attack,Not fleeing,FALSE
+Rakeem Bentley,1/15/2016,shot,gun,24,M,B,Southfield,MI,FALSE,attack,Not fleeing,FALSE
+Alfred Longoria,1/16/2016,shot,toy weapon,34,M,H,Hollywood Hills,CA,FALSE,other,Foot,FALSE
+Ashton Lane Morris,1/16/2016,shot,gun,27,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Adam Karjalainen,1/16/2016,shot,toy weapon,44,M,W,Beaverton,OR,FALSE,other,Not fleeing,FALSE
+Kelsey Rose Hauser,1/16/2016,shot,unarmed,25,F,W,El Cajon,CA,FALSE,other,Car,FALSE
+Clarence Layfield,1/16/2016,shot,,55,M,W,Petroleum,WV,FALSE,other,Car,FALSE
+Henry Bennett,1/16/2016,shot,gun,19,M,B,Belle Glade,FL,FALSE,attack,Foot,FALSE
+Crayton West,1/17/2016,shot,gun,52,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Corey Lee Henderson,1/17/2016,shot,gun,31,M,W,Salt Lake City,UT,FALSE,attack,Foot,TRUE
+Daniel Shaver,1/17/2016,shot,unarmed,26,M,W,Mesa,AZ,FALSE,other,Not fleeing,TRUE
+Efrain Herrera,1/17/2016,shot and Tasered,knife,24,M,H,North Hills,CA,FALSE,other,Not fleeing,FALSE
+Joshua Tate Fielding,1/17/2016,shot and Tasered,gun,38,M,W,Rainbow City,AL,FALSE,other,Not fleeing,FALSE
+Jordan Szymanski,1/18/2016,shot,gun,33,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Eric Provost,1/18/2016,shot,toy weapon,28,M,W,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Timothy Caruthers,1/18/2016,shot,knife,27,M,W,Medford,OR,FALSE,other,Foot,FALSE
+Levi Gene Wilson,1/18/2016,shot,gun,39,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Vasilios Alexander Katsouras,1/18/2016,shot,garden tool,29,M,W,Union City,CA,TRUE,other,Not fleeing,TRUE
+Gary Wayne Jones,1/19/2016,shot,gun,36,M,W,Dallas,TX,FALSE,attack,Car,FALSE
+Samuel Grady,1/19/2016,shot,knife,55,M,W,Statesville,NC,TRUE,other,Not fleeing,FALSE
+Jim Redmond,1/19/2016,shot,gun,28,M,W,Valdosta,GA,FALSE,attack,Not fleeing,FALSE
+Timothy Albert,1/20/2016,shot,gun,40,M,B,Port Barre,LA,FALSE,attack,Not fleeing,FALSE
+Randy Joe Sanders,1/20/2016,shot,gun,33,M,W,Meridianville,AL,FALSE,other,Foot,TRUE
+Michael Clyde Lynch,1/20/2016,shot,knife,37,M,W,Kerrville,TX,FALSE,other,Other,FALSE
+Cedric Norris,1/21/2016,shot,gun,39,M,B,Eufaula,OK,TRUE,attack,Car,FALSE
+Michael Lamar Robinson,1/23/2016,shot,toy weapon,43,M,W,Clanton,AL,FALSE,other,Not fleeing,TRUE
+Sergio Alvarado-Morales,1/25/2016,shot and Tasered,knife,38,M,H,Reno,NV,TRUE,other,Not fleeing,FALSE
+"Robert ""LaVoy"" Finicum",1/26/2016,shot,gun,55,M,W,Burns,OR,FALSE,other,Not fleeing,FALSE
+Scott Scanlon,1/27/2016,shot,gun,52,M,W,Mountain Pine,AR,FALSE,attack,Not fleeing,FALSE
+Johnathan Bratcher,1/27/2016,shot,gun,32,M,B,Memphis,TN,FALSE,attack,Other,TRUE
+Herman Flores,1/27/2016,shot,gun,31,M,H,Santa Fe,NM,FALSE,attack,Not fleeing,FALSE
+John Wesley Smith,1/27/2016,shot,knife,27,M,W,Latta,SC,FALSE,other,Not fleeing,FALSE
+Thongsavanh Vandarack,1/27/2016,shot,toy weapon,40,M,A,Lenoir City,TN,TRUE,other,Not fleeing,FALSE
+Janet Wilson,1/27/2016,shot,,31,F,B,Dearborn,MI,TRUE,other,Car,FALSE
+Nathan Lee Bailey,1/27/2016,shot,gun,30,M,W,Mansfield,TX,FALSE,attack,Car,FALSE
+Israel Vladimir Rodriguez,1/27/2016,shot,gun,26,M,H,Cobb County,GA,FALSE,attack,Car,FALSE
+Jacqueline D. Salyers,1/28/2016,shot,,32,F,N,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+William A. Adams,1/28/2016,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Foot,FALSE
+Christopher Kalonji,1/28/2016,shot,gun,19,M,B,Clackamas County,OR,TRUE,other,Not fleeing,FALSE
+Randolph McClain,1/29/2016,shot,gun,33,M,B,Lynn,MA,FALSE,attack,Other,FALSE
+Christopher Michael Dew,1/29/2016,shot,gun,29,M,B,Irving,TX,FALSE,other,Not fleeing,FALSE
+Angela Hiatt,1/29/2016,shot,,41,F,W,Phenix City,AL,FALSE,attack,Car,FALSE
+Charles M. Smith,1/30/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Philip B. Salazar,1/30/2016,shot,scissors,38,M,H,Fort Collins,CO,FALSE,other,Not fleeing,FALSE
+Jose Alegre,1/30/2016,shot,gun,64,M,H,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy J. Sinclair,1/30/2016,shot,gun,42,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Juan A. Ruiz,1/31/2016,shot,knife,46,M,H,Immokalee,FL,FALSE,other,Not fleeing,FALSE
+Jeffry Graves,1/31/2016,shot,gun,62,M,,Newark,CA,TRUE,attack,Not fleeing,FALSE
+Joshua Shane Bispo,1/31/2016,shot,gun,42,M,W,Bakersfield,CA,FALSE,attack,Car,FALSE
+Bruce Kelley,1/31/2016,shot and Tasered,knife,37,M,B,Wilkinsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Brown,1/31/2016,shot and Tasered,unarmed,25,M,W,Saginaw,TX,FALSE,attack,Not fleeing,FALSE
+Peter John,2/1/2016,shot,toy weapon,36,M,B,Washington,DC,FALSE,attack,Foot,FALSE
+Edgar Rene Alvarado,2/1/2016,shot,gun,21,M,H,Albuquerque,NM,TRUE,attack,Car,TRUE
+Justin Prescott,2/2/2016,shot and Tasered,knife,30,M,W,Rancho Cordova,CA,TRUE,other,Not fleeing,FALSE
+John Henry Neuman,2/3/2016,shot,gun,53,M,W,Schulter,OK,FALSE,attack,Not fleeing,FALSE
+Cristiaan Oliver Dubrino,2/3/2016,shot,gun,31,M,H,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Raymond Gassman,2/3/2016,shot,gun,22,M,N,Rosebud,SD,FALSE,attack,Not fleeing,TRUE
+Kayden Clarke,2/4/2016,shot,knife,24,M,W,Mesa,AZ,TRUE,other,Not fleeing,TRUE
+Antronie Scott,2/4/2016,shot,unarmed,36,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Scott Harless,2/4/2016,shot,gun,47,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thomas Hirko,2/4/2016,shot,toy weapon,54,M,W,Perry Township,OH,FALSE,attack,Not fleeing,FALSE
+Hector Leroy,2/4/2016,shot,gun,43,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Barawis,2/5/2016,shot,,38,M,O,Hilo,HI,FALSE,other,Car,FALSE
+Blake Edward Fitzgerald,2/5/2016,shot,gun,30,M,W,Milton,FL,FALSE,other,Car,FALSE
+Vinson Ray Strickland,2/5/2016,shot,gun,51,M,W,Union Grove,NC,FALSE,attack,Foot,FALSE
+Phillip Ferry,2/5/2016,shot,gun,55,M,W,Seaside,OR,FALSE,attack,Not fleeing,TRUE
+Jose Mendez,2/6/2016,shot,gun,16,M,H,Los Angeles,CA,FALSE,attack,Car,TRUE
+Marese V. Collins,2/7/2016,shot,gun,23,M,B,Columbus,OH,FALSE,other,Other,FALSE
+Phillip Luchsinger,2/7/2016,shot,gun,36,M,W,Austin,AR,FALSE,other,Not fleeing,FALSE
+Michael Laniado,2/7/2016,shot,knife,27,M,,Manchester,NJ,FALSE,other,Not fleeing,FALSE
+Shalamar Longer,2/8/2016,shot,gun,33,M,B,Chester,PA,FALSE,attack,Car,FALSE
+David Joseph,2/8/2016,shot,unarmed,17,M,B,Austin,TX,FALSE,other,Not fleeing,FALSE
+Eric Harris,2/8/2016,shot,,22,M,B,New Orleans,LA,FALSE,other,Car,FALSE
+Gustavo Najera,2/9/2016,shot,unarmed,22,M,H,Anaheim,CA,FALSE,undetermined,Not fleeing,TRUE
+Scottie Yanagawa,2/9/2016,shot,gun,29,M,O,Hilo,HI,FALSE,attack,Not fleeing,FALSE
+Timothy Vessels,2/10/2016,shot,gun,41,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+David Brian Evans,2/10/2016,shot,gun,67,M,W,Abingdon,MD,FALSE,attack,Not fleeing,FALSE
+Vincent Nageak,2/10/2016,shot,gun,36,M,N,Barrow,AK,FALSE,attack,Not fleeing,FALSE
+John Birkeland,2/10/2016,shot,knife,52,M,W,Roseville,MN,TRUE,attack,Not fleeing,TRUE
+Anthony Bertoni,2/10/2016,shot,gun,56,M,O,Henderson County,TX,TRUE,attack,Not fleeing,FALSE
+Alijah Jackson,2/11/2016,shot,knife,35,M,W,Maiden,NC,TRUE,other,Not fleeing,FALSE
+Matthew Quinn,2/11/2016,shot,ax,45,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Mohamed Barry,2/11/2016,shot,machete,30,M,B,Columbus,OH,FALSE,attack,Car,FALSE
+Peter Fanfan,2/12/2016,shot,gun,29,M,B,Boston,MA,TRUE,attack,Not fleeing,FALSE
+David Glen Watson,2/12/2016,shot,gun,53,M,W,Fort Worth,TX,FALSE,other,Not fleeing,FALSE
+Sahlah Ridgeway,2/12/2016,shot,gun,32,F,B,Syracuse,NY,TRUE,other,Not fleeing,FALSE
+Calvin Smith,2/13/2016,shot,gun,22,M,B,Baton Rouge,LA,TRUE,attack,Car,TRUE
+Calin Roquemore,2/13/2016,shot,unarmed,24,M,B,Beckville,TX,FALSE,other,Other,FALSE
+Dyzhawn L. Perkins,2/13/2016,shot,unarmed,19,M,B,Arvonia,VA,FALSE,attack,Not fleeing,FALSE
+Ali Eisa Abdalla Yahia,2/13/2016,shot and Tasered,gun,29,M,B,Urbandale,IA,FALSE,attack,Not fleeing,TRUE
+Marc Stoddart,2/14/2016,shot,knife,50,M,W,Bradenton,FL,TRUE,other,Not fleeing,FALSE
+Eduardo Rodriguez,2/14/2016,shot,gun,29,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Rammy Jaradat,2/14/2016,shot,knife,26,M,W,Van Nuys,CA,FALSE,other,Not fleeing,FALSE
+Brandon Lee Witt,2/15/2016,shot,undetermined,39,M,W,Yorba Linda,CA,FALSE,undetermined,Not fleeing,FALSE
+Guadalupe Sauceda,2/15/2016,shot,gun,52,M,H,Jal,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Andrews,2/16/2016,shot,knife,51,M,W,Fairfield,CT,TRUE,other,Not fleeing,FALSE
+Destry Meikle,2/16/2016,shot,,48,M,W,Republic,MO,FALSE,attack,Car,FALSE
+Shawn Henry Allen Dickens,2/16/2016,shot,gun,30,M,W,Mena,AR,FALSE,other,Foot,FALSE
+Paul Gaston,2/17/2016,shot,toy weapon,37,M,B,Cincinnati,OH,FALSE,other,Other,FALSE
+Jose Quintanilla,2/18/2016,shot,undetermined,30,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Oscar Reyes,2/18/2016,shot,undetermined,35,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Ronnie Padron,2/18/2016,shot,gun,32,M,H,Reno,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Noel,2/18/2016,shot and Tasered,undetermined,25,M,W,Commerce,GA,FALSE,other,Not fleeing,FALSE
+Justin Patrick Moses,2/19/2016,shot,knife,35,M,W,Ogden,UT,TRUE,attack,Not fleeing,FALSE
+Curtis James Dugger,2/19/2016,shot,gun,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Danny Rendon,2/20/2016,shot,gun,30,M,H,Anaheim,CA,FALSE,attack,Car,TRUE
+Edgar Camacho-Alvarado,2/20/2016,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Foot,FALSE
+Marcos Perea,2/20/2016,shot,gun,41,M,B,Lakewood,WA,FALSE,attack,Car,FALSE
+Charles Lee Lambert,2/20/2016,shot,gun,45,M,W,Iuka,MS,TRUE,attack,Not fleeing,FALSE
+Che Taylor,2/21/2016,shot,undetermined,46,M,B,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Sherrisa Homer,2/21/2016,shot,gun,36,F,N,Phoenix,AZ,TRUE,attack,Foot,FALSE
+Kisha Michael,2/21/2016,shot,gun,31,F,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Marquintan Sandlin,2/21/2016,shot,undetermined,32,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Patricia Kruger,2/21/2016,shot,gun,38,F,N,Houston,AK,FALSE,attack,Not fleeing,FALSE
+Gerardino Cayetano Gonzalez,2/22/2016,shot,gun,33,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Jamie Clark Long,2/22/2016,shot,knife,45,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+David Michael Green,2/22/2016,shot,,38,M,W,Mission,TX,TRUE,other,Car,FALSE
+Rouven Loch,2/22/2016,shot,toy weapon,22,M,W,Fairborn,OH,FALSE,other,Not fleeing,FALSE
+Travis Stevenson,2/23/2016,shot,,48,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Angel Alan Gleason,2/23/2016,shot,gun,36,M,H,Ripon,CA,FALSE,other,Other,FALSE
+Alex Buckner,2/23/2016,shot,gun,26,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Baltazar Ramos,2/23/2016,shot and Tasered,machete,39,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Robert Keil,2/24/2016,shot,knife,16,M,W,Blue Springs,MO,TRUE,other,Not fleeing,FALSE
+Martin Wirth,2/24/2016,shot,gun,58,M,W,Bailey,CO,TRUE,attack,Not fleeing,FALSE
+Victor Rivera,2/24/2016,shot,,27,M,H,Phoenix,AZ,FALSE,other,Car,FALSE
+Francisco Garcia,2/24/2016,shot,,26,M,H,Cerritos,CA,FALSE,attack,Not fleeing,FALSE
+Christopher J. Davis,2/24/2016,shot,unarmed,21,M,B,East Troy,WI,FALSE,other,Car,FALSE
+Luke Miller,2/25/2016,shot,gun,37,M,W,Evans,CO,FALSE,attack,Foot,TRUE
+Greg Gunn,2/25/2016,shot,pole,56,M,B,Montgomery,AL,FALSE,undetermined,Not fleeing,TRUE
+Tristan Conti,2/25/2016,shot,gun,19,M,W,Silver Springs,NV,FALSE,attack,Not fleeing,TRUE
+Cedric Ford,2/25/2016,shot,gun,38,M,B,Hesston,KS,TRUE,attack,Not fleeing,FALSE
+Kionte Desean Spencer,2/26/2016,shot,toy weapon,18,M,B,Roanoke,VA,TRUE,other,Not fleeing,FALSE
+Abraham Mitchell Fryer,2/26/2016,shot,unarmed,35,M,W,Rapid Valley,SD,FALSE,attack,Not fleeing,FALSE
+Fernando Hernandez,2/27/2016,shot,gun,23,M,H,San Antonio,TX,FALSE,attack,Car,TRUE
+Nathan Grissom,2/28/2016,shot,gun,41,M,W,Ashville,AL,FALSE,attack,Not fleeing,FALSE
+Earl Hicks,2/28/2016,shot,gun,44,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Akiel Denkins,2/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Dimitri Corcino,3/1/2016,shot,gun,39,M,H,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Jorge Brian Gonzalez,3/1/2016,shot,gun,22,M,H,Euless,TX,TRUE,attack,Not fleeing,FALSE
+Mickey Dewayne Sweatt,3/1/2016,shot,gun,37,M,W,Gautier,MS,FALSE,attack,Not fleeing,FALSE
+Travis Boyd Bradley,3/2/2016,shot,unarmed,36,M,W,Bel Air,MD,TRUE,other,Not fleeing,FALSE
+Daniel Burkhardt,3/2/2016,shot and Tasered,knife,41,M,W,Johnstown,PA,FALSE,other,Not fleeing,FALSE
+Sergio Ochoa,3/3/2016,shot,knife,27,M,H,Gilbert,AZ,FALSE,other,Car,FALSE
+John Alan Chamberlain,3/4/2016,shot,undetermined,66,M,,Sims,AR,FALSE,undetermined,,FALSE
+Brandon Stanley,3/4/2016,shot,unarmed,30,M,W,East Bernstadt,KY,FALSE,undetermined,Not fleeing,FALSE
+Darrell Bosell,3/5/2016,shot,gun,34,M,W,Cheektowaga,NY,TRUE,attack,Not fleeing,FALSE
+Herbert Ballance,3/5/2016,shot,gun,22,M,W,Beaumont,TX,TRUE,other,Not fleeing,FALSE
+Mark Minnick,3/6/2016,shot,gun,51,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+James Scott,3/6/2016,shot,unarmed,42,M,W,Bismarck,ND,FALSE,other,Foot,FALSE
+Osvaldo Torres,3/6/2016,shot,gun,41,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+Philip Vitullo,3/7/2016,shot,gun,49,M,W,Rochester,NY,TRUE,attack,Not fleeing,FALSE
+Bryon Rosas,3/7/2016,shot,knife,45,M,W,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Randall J. Selsor,3/7/2016,shot,undetermined,45,M,W,Topeka,KS,FALSE,undetermined,Not fleeing,FALSE
+"John Charles ""JC"" Graham",3/7/2016,shot,gun,42,M,W,Billings,MT,FALSE,attack,Not fleeing,FALSE
+Daniel H. Chavez,3/7/2016,shot,,41,M,H,Carlsbad,NM,FALSE,other,Car,FALSE
+Jeffrey Glen Casale,3/8/2016,shot,toy weapon,27,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Wesley Sheppard,3/10/2016,shot,toy weapon,37,M,W,Biloxi,MS,FALSE,other,Not fleeing,FALSE
+Arteair Porter Jr.,3/10/2016,shot,toy weapon,22,M,B,Reno,NV,TRUE,attack,Foot,FALSE
+Martin Hurtado,3/10/2016,shot,gun,21,M,H,Long Beach,CA,FALSE,other,Foot,FALSE
+Jason Meador,3/10/2016,shot,gun,50,M,W,Odessa,TX,TRUE,attack,Not fleeing,FALSE
+German Gonzalez,3/10/2016,shot,,23,M,H,Colorado City,CO,FALSE,attack,Car,FALSE
+Tyre Privott,3/11/2016,shot,gun,25,M,B,Norfolk,VA,FALSE,attack,Not fleeing,TRUE
+"Manford ""Butch"" Moore Jr.",3/11/2016,shot,gun,51,M,W,Rosalia,KS,TRUE,attack,Not fleeing,TRUE
+Jack Goodman,3/11/2016,shot,knife,46,M,W,Clinton,IL,TRUE,other,Not fleeing,FALSE
+Teodoro Valencia,3/11/2016,shot,gun,23,M,H,Newark,CA,FALSE,attack,Foot,FALSE
+Christopher Michael Tokazowski,3/12/2016,shot,gun,43,M,W,Greensboro,NC,TRUE,attack,Not fleeing,TRUE
+Peter Gaines,3/12/2016,shot and Tasered,unarmed,37,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Marco Loud,3/12/2016,shot and Tasered,Taser,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gevork Alachadzhyan,3/13/2016,shot,,45,M,W,Glendale,CA,TRUE,attack,Car,FALSE
+Jose Raul Cruz,3/13/2016,shot,unarmed,16,M,H,Addison,TX,FALSE,undetermined,Car,FALSE
+Joshua Grubb,3/13/2016,shot,unarmed,30,M,W,Lenoir City,TN,FALSE,other,Car,TRUE
+Wesley Chad Deerman,3/13/2016,shot,gun,26,M,W,Piedmont,AL,FALSE,attack,Car,FALSE
+Keith Montgomery Jr.,3/13/2016,shot,gun,24,M,B,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Amy Jean McCoy,3/13/2016,shot,hammer,38,F,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Jacai Colson,3/13/2016,shot,gun,28,M,B,Landover,MD,FALSE,other,Not fleeing,FALSE
+Lamar Harris,3/14/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Joseph Harris,3/15/2016,shot,gun,34,M,W,Russellville,KY,FALSE,other,Foot,FALSE
+Daniel J. Wooters,3/15/2016,shot,knife,38,M,W,Evansville,IN,FALSE,other,Car,TRUE
+Ed Russell McIver,3/15/2016,shot,gun,43,M,W,Fort Worth,TX,FALSE,other,Other,TRUE
+Cristian Rene Medina,3/16/2016,shot,unarmed,23,M,H,Florence,CA,TRUE,other,Not fleeing,FALSE
+Eric Hernandez,3/16/2016,shot,gun,33,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Dennis Penny,3/16/2016,shot,gun,40,M,W,Anson County,NC,TRUE,attack,Not fleeing,FALSE
+Map Kong,3/17/2016,shot,gun,38,M,A,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Sunny Chin,3/17/2016,shot,gun,53,M,A,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Scott Bennett,3/17/2016,shot,gun,29,M,B,Houston,TX,FALSE,attack,,FALSE
+Christopher Nelms,3/17/2016,shot,gun,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Michael Mallet,3/18/2016,shot,gun,49,M,,Byron,CA,TRUE,attack,Not fleeing,FALSE
+David Alma Giles,3/18/2016,shot,gun,60,M,W,Idaho Falls,ID,FALSE,other,Not fleeing,FALSE
+India Beaty,3/19/2016,shot,toy weapon,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Joshua Douglas,3/19/2016,shot,undetermined,24,M,W,Covington,LA,FALSE,undetermined,Car,FALSE
+Thurman Reynolds,3/19/2016,shot,gun,21,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dylan R. Whitaker,3/19/2016,shot,gun,23,M,W,White Plains,KY,FALSE,attack,Other,FALSE
+Boyd Keith Ballard,3/20/2016,shot,knife,61,M,W,Hopewell,VA,TRUE,other,Not fleeing,TRUE
+Clarence Briggs,3/20/2016,shot,gun,54,M,W,Fort Littleton,PA,FALSE,attack,Other,FALSE
+Abraham Martinez,3/20/2016,shot,gun,62,M,H,Fort Wayne,IN,FALSE,attack,Foot,FALSE
+Robert Dentmond,3/20/2016,shot,toy weapon,16,M,B,Gainesville,FL,TRUE,other,Not fleeing,FALSE
+Dylan Pape,3/21/2016,shot,toy weapon,25,M,W,Stamford,CT,TRUE,attack,Not fleeing,FALSE
+Edward J. Gorinski,3/21/2016,shot,gun,28,M,W,South Greensburg,PA,TRUE,attack,Car,FALSE
+"Ralph ""Phil"" Grenon",3/21/2016,shot and Tasered,knife,76,M,W,Burlington,VT,TRUE,other,Not fleeing,TRUE
+Ethan James Rincon,3/22/2016,shot,pick-axe,25,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Travis J. Blair,3/22/2016,shot,,33,M,W,Fredericksburg,VA,FALSE,attack,Other,TRUE
+Daven Scott Hannu,3/23/2016,shot,gun,51,M,W,Thornton,CO,FALSE,attack,Not fleeing,FALSE
+Raymond Gonzalez,3/23/2016,shot,gun,34,M,H,Fresno,CA,FALSE,attack,Foot,TRUE
+Alexio Allen,3/23/2016,shot,gun,30,M,B,Raleigh,TN,TRUE,attack,Not fleeing,FALSE
+Robert L. Dussourd,3/24/2016,shot,knife,44,M,W,Braintree,MA,FALSE,other,Foot,FALSE
+Dominique Silva,3/24/2016,shot,toy weapon,24,M,B,Pawtucket,RI,FALSE,attack,Foot,FALSE
+Andrew Mike,3/24/2016,shot,gun,29,M,W,Redlands,CA,FALSE,attack,Not fleeing,FALSE
+Joel A. Gonzales,3/24/2016,shot,gun and knife,48,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Mario Sandoval,3/24/2016,shot,gun,19,M,H,Pueblo of Laguna,NM,FALSE,attack,Not fleeing,TRUE
+Jermon Seals,3/24/2016,shot,gun,22,M,B,Blue Springs,MO,FALSE,attack,Not fleeing,FALSE
+Jose Perez,3/26/2016,shot,meat cleaver,39,M,H,Lowell,MA,TRUE,other,Not fleeing,FALSE
+Terrence Shane Blackburn,3/26/2016,shot,gun,36,M,W,Grundy,VA,TRUE,other,Not fleeing,FALSE
+Donald Andrew White,3/26/2016,shot,gun,55,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Patrick Matthew McManamon,3/26/2016,shot,gun,46,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Jeffrey Lanahan,3/27/2016,shot,knife,34,M,W,Lee's Summit,MO,TRUE,other,Not fleeing,FALSE
+Loreal Tsingine,3/27/2016,shot,scissors,27,F,N,Winslow,AZ,FALSE,other,Not fleeing,TRUE
+Robert D. Guerin,3/27/2016,shot,gun,33,M,W,Roswell,NM,TRUE,attack,Not fleeing,TRUE
+Deriante Deon Miller,3/27/2016,shot,gun,18,M,B,Kinston,NC,FALSE,other,Not fleeing,FALSE
+Earl Ashby,3/27/2016,shot,gun,33,M,W,Splendora,TX,TRUE,attack,Not fleeing,FALSE
+Robert Morgan Garrison Jr.,3/29/2016,shot,gun,51,M,W,Piedmont,SC,TRUE,attack,Not fleeing,FALSE
+Denise Fairchild,3/29/2016,shot,gun,50,F,W,Aitkin,MN,TRUE,attack,Not fleeing,FALSE
+Joseph Louis Melvin,3/29/2016,shot and Tasered,flashlight,46,M,W,Clearlake Park,CA,FALSE,attack,Not fleeing,TRUE
+Angel Montion,3/30/2016,shot,gun,33,M,W,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Ruben Cossyleon,3/30/2016,shot,gun,25,M,H,Glendale,AZ,FALSE,undetermined,Not fleeing,FALSE
+Thomas Lagano,3/30/2016,shot,gun,52,M,W,Jackson,GA,FALSE,attack,Not fleeing,FALSE
+Kimani Johnson,3/31/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Vincent Wood,3/31/2016,shot,gun,43,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+James Brown III,3/31/2016,shot,gun,34,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+James Craig Simpson,3/31/2016,shot,gun,31,M,B,Las Vegas,NV,FALSE,attack,Foot,TRUE
+Jesus Juarez,4/1/2016,shot,shovel,65,M,H,Lockhart,TX,TRUE,undetermined,Not fleeing,FALSE
+Joel Fabela,4/1/2016,shot,gun,37,M,H,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Cameron Gover,4/2/2016,shot,gun,30,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Melissa Boarts,4/3/2016,shot,unknown weapon,36,F,W,Macon County,AL,TRUE,other,Not fleeing,TRUE
+Darrin Andrew Martin,4/3/2016,shot,gun,25,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+David Mack,4/3/2016,shot,Taser,69,M,W,Eau Claire,WI,FALSE,attack,Not fleeing,FALSE
+Preston Paul Perez,4/3/2016,shot,undetermined,48,M,W,Raceland,LA,FALSE,undetermined,,FALSE
+Raul Salvador Marquez Heraldes,4/4/2016,shot,knife,50,M,H,Minneapolis,MN,TRUE,attack,Not fleeing,FALSE
+Peter J. Doherty,4/5/2016,shot,knife,52,M,W,West Springfield,MA,TRUE,other,Not fleeing,FALSE
+Kevin Hicks,4/5/2016,shot,unarmed,44,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,TRUE
+Marvin Cremeans,4/6/2016,shot,ax,60,M,W,Oak Hill,OH,FALSE,other,Not fleeing,FALSE
+Laronda Sweatt,4/6/2016,shot,ax,40,F,B,Gallatin,TN,FALSE,attack,Not fleeing,TRUE
+Cesar Frias,4/6/2016,shot and Tasered,knife,20,M,H,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Luis Gongora,4/7/2016,shot,knife,45,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Lance C. McIntire,4/7/2016,shot,,44,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Dazion Flenaugh,4/8/2016,shot,knife,40,M,B,Sacramento,CA,TRUE,other,Foot,FALSE
+Melissa M. Abbott,4/8/2016,shot,hatchet,25,F,W,Lake Hallie,WI,TRUE,other,Not fleeing,FALSE
+Lamont Gulley,4/8/2016,shot,knife,43,M,B,Kentwood,MI,FALSE,other,Not fleeing,TRUE
+Diahlo Grant,4/9/2016,shot,gun,27,M,B,New Brunswick,NJ,FALSE,attack,Foot,FALSE
+Quron Williams,4/9/2016,shot,gun,19,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Lonnie Ball,4/10/2016,shot,gun,39,M,W,Modesto,CA,FALSE,other,Car,FALSE
+William Clark,4/10/2016,shot,knife,30,M,W,Rotterdam,NY,TRUE,attack,Not fleeing,FALSE
+Arturo Yobani-Torrez Valdez,4/10/2016,shot,knife,28,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Efren Eloy Trujillo,4/11/2016,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Pierre Loury,4/11/2016,shot,gun,16,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dion Daman,4/12/2016,shot,unarmed,40,M,W,Denver,CO,FALSE,other,Car,FALSE
+Joshua Moreno,4/12/2016,shot,gun,38,M,H,Benton,IL,FALSE,attack,Car,FALSE
+Travis Wood,4/12/2016,shot,,20,M,W,Noma,FL,FALSE,other,Car,TRUE
+Rodney Watts,4/13/2016,shot,undetermined,35,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gray Wise,4/13/2016,shot,gun,52,M,W,Llano,TX,FALSE,attack,Not fleeing,FALSE
+Koltlee Whitson,4/13/2016,shot,gun,26,M,W,Sparta,TN,FALSE,attack,Car,FALSE
+Jeff Robertson,4/14/2016,shot and Tasered,unarmed,54,M,W,McPherson,KS,TRUE,attack,Not fleeing,FALSE
+Clemente Najera,4/15/2016,shot,baseball bat,38,M,H,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+David Swatsky,4/15/2016,shot,gun,52,M,W,Cache,OK,TRUE,attack,Not fleeing,FALSE
+Storm Allen Smith,4/15/2016,shot,undetermined,26,M,W,Muncie,IN,FALSE,attack,Foot,TRUE
+Gerald Robert Boyes,4/16/2016,shot,gun,53,M,W,Antioch,IL,FALSE,attack,Not fleeing,FALSE
+Kisha Arrone,4/17/2016,shot,gun,35,F,B,Dayton,OH,FALSE,other,Car,FALSE
+Eric John Wilson,4/17/2016,shot,unarmed,22,M,W,El Paso,TX,TRUE,other,Not fleeing,FALSE
+Richard Bard Jr.,4/17/2016,shot,gun,31,M,B,Vineland,NJ,FALSE,attack,Foot,FALSE
+George Tillman,4/17/2016,shot,gun,32,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Edson Thevenin,4/17/2016,shot,,37,M,B,Troy,NY,FALSE,attack,Car,FALSE
+Rico Don Rae Johnson,4/18/2016,shot,gun,28,M,B,Greenbelt,MD,FALSE,attack,Not fleeing,FALSE
+Demetrius Dorsey,4/18/2016,shot,gun,18,M,B,Mableton,GA,FALSE,attack,Not fleeing,FALSE
+Sylasone Ackhavong,4/19/2016,shot,gun,41,M,A,Charlotte,NC,TRUE,attack,Not fleeing,FALSE
+Jorevis Scruggs,4/19/2016,shot,gun,15,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Daniel Eric Blackmon,4/19/2016,shot,gun,38,M,W,Brooksville,AL,FALSE,attack,Car,FALSE
+Francis Scot Dufore,4/20/2016,shot,gun,41,M,W,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Jackie Lee Kirkham,4/20/2016,shot,unknown weapon,52,M,W,Perryville,AR,FALSE,other,Not fleeing,FALSE
+Mario Mejia Martinez,4/21/2016,shot,knife,48,M,H,Everett,MA,FALSE,other,Not fleeing,FALSE
+Tyler Hunkin,4/22/2016,shot,knife,29,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Carl Baranishyn,4/22/2016,shot,knife,51,M,W,Berne,NY,TRUE,attack,Not fleeing,FALSE
+Demarcus Semer,4/23/2016,shot,,21,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+Mitchell Oakley,4/23/2016,shot,gun,24,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jakob E. Wagner,4/23/2016,shot,gun,18,M,W,Antigo,WI,FALSE,attack,Not fleeing,FALSE
+Eric C. Wakup,4/23/2016,shot,gun,30,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Willie Tillman,4/23/2016,shot and Tasered,,33,M,B,Fayetteville,AR,FALSE,other,Car,TRUE
+Kay Frances Campbell,4/25/2016,shot,gun,60,F,W,East Flat Rock,NC,TRUE,attack,Not fleeing,FALSE
+Robin Barber,4/26/2016,shot,gun,28,M,W,Lakewood,CO,FALSE,attack,Foot,FALSE
+Joshua Brooks,4/26/2016,shot,gun,26,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,TRUE
+Jacquelyn Burke,4/26/2016,shot,gun,24,F,W,Albuquerque,NM,TRUE,attack,Car,FALSE
+Darrel S. Machemehl,4/26/2016,shot,gun,44,M,W,Kingsbury,TX,FALSE,other,Other,FALSE
+Cin Lam Mung,4/27/2016,shot,machete,34,M,A,Atlanta,GA,FALSE,other,Not fleeing,FALSE
+Damon Blair,4/27/2016,shot,gun,21,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+David Shane Anderson,4/27/2016,shot,gun,36,M,W,Milcreek,UT,FALSE,attack,Not fleeing,FALSE
+Kendar del Rosario,4/28/2016,shot,knife,37,M,B,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Lee Easter,4/28/2016,shot,gun,53,M,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Ashtian Barnes,4/28/2016,shot,,24,M,B,Houston,TX,FALSE,other,Car,FALSE
+Michael Kurtz,4/28/2016,shot and Tasered,knife,45,M,W,Spokane,WA,TRUE,other,Not fleeing,TRUE
+Jeffrey Darrell Hobbs,4/29/2016,shot,,48,M,W,Jackson,MO,FALSE,attack,Car,FALSE
+Oswald Mattner,4/30/2016,shot,knife,42,M,W,Wausau,WI,FALSE,other,Not fleeing,FALSE
+Mark Daniel Bess,4/30/2016,shot,knife,33,M,W,Spanish Fork,UT,FALSE,other,Foot,FALSE
+Bender Dass,4/30/2016,shot,,55,M,W,Florence,AZ,FALSE,attack,Car,FALSE
+Marion Habana,4/30/2016,shot,knife,28,M,A,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Charlin Charles,5/1/2016,shot,toy weapon,25,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald Branch,5/1/2016,shot,gun,28,M,W,Alamo,TN,TRUE,other,Not fleeing,FALSE
+Reginald Darnell Dogan,5/2/2016,shot,gun,52,M,B,Greenville,SC,FALSE,attack,Not fleeing,FALSE
+Raymond Hopper,5/3/2016,shot,knife,59,M,W,Visalia,CA,FALSE,other,Not fleeing,FALSE
+Richard Ferretti,5/4/2016,shot,,52,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Cayce A. DiTullio,5/4/2016,shot,gun,39,M,W,Burien,WA,FALSE,attack,Car,FALSE
+Matthew Tucker,5/4/2016,shot,knife,18,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Gerry J. Thompson,5/4/2016,shot,undetermined,40,M,W,Buffalo,MO,FALSE,attack,Not fleeing,FALSE
+Corey DiGiovanni,5/5/2016,shot,,36,M,W,Gretna,LA,FALSE,attack,Car,FALSE
+Burt Johnson,5/5/2016,shot,gun,38,M,B,Milwaukee,WI,FALSE,attack,Foot,TRUE
+Deresha Armstrong,5/5/2016,shot,gun,26,F,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald D. Williams,5/6/2016,shot,gun,,M,B,Weirton,WV,TRUE,other,Not fleeing,FALSE
+Nathan Q. Cates,5/7/2016,shot,gun,29,M,W,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Alton Fitzgerald Witchard,5/7/2016,shot,gun,37,M,B,St. Petersburg,FL,FALSE,attack,Other,FALSE
+Derek J. Sam,5/7/2016,shot and Tasered,knife,29,M,O,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Lionel Gibson,5/8/2016,shot,toy weapon,21,M,B,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Jaffort Smith,5/9/2016,shot,gun,33,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Christian Bowman,5/9/2016,shot,unarmed,23,M,W,St. Martin,MS,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,5/9/2016,shot,gun,26,M,W,Chicago,IL,FALSE,other,Foot,FALSE
+Joseph Napoli,5/9/2016,shot,gun,59,M,,Hog Valley,FL,FALSE,attack,Not fleeing,FALSE
+Jamie Stotts,5/9/2016,shot,gun,29,M,W,Nacogdoches,TX,TRUE,attack,Other,FALSE
+Arthur R. Williams,5/9/2016,shot,toy weapon,33,M,B,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Arthur DaRosa,5/10/2016,shot,knife,28,M,B,Taunton,MA,TRUE,attack,Not fleeing,FALSE
+Stephen Schuster,5/11/2016,shot,gun,35,M,W,Aurora,CO,FALSE,attack,Car,FALSE
+Thongsoune Vilaysane,5/11/2016,shot,,33,M,A,San Diego,CA,FALSE,other,Car,TRUE
+Sean Ryan Mondragon,5/11/2016,shot,gun,24,M,B,Greeley,CO,FALSE,attack,Car,FALSE
+Steve Godfrey,5/11/2016,shot,gun,,M,W,Byng,OK,TRUE,attack,Car,FALSE
+Robert Mark Diaz,5/13/2016,shot,gun,28,M,H,Boyle Heights,CA,FALSE,attack,Not fleeing,TRUE
+Cody Marsh,5/14/2016,shot,knife,19,M,W,Jacksonsville,FL,TRUE,other,Not fleeing,FALSE
+Francis Clark,5/14/2016,shot,gun,43,M,N,Phoenix,AZ,FALSE,attack,Not fleeing,TRUE
+Jeffrey Sims,5/14/2016,shot,gun,59,M,W,Osteen,FL,FALSE,attack,Not fleeing,FALSE
+Ryan Johnson,5/14/2016,shot and Tasered,gun,34,M,W,Stockbridge,GA,TRUE,other,Not fleeing,FALSE
+"Dracy ""Clint"" Pendleton",5/15/2016,shot,gun,35,M,W,Shawnee National Forest,IL,FALSE,attack,Foot,FALSE
+Jabril Robinson,5/16/2016,shot,gun,23,M,B,Riverdale,GA,FALSE,attack,Foot,FALSE
+Luke Sanders,5/17/2016,shot,ax,36,M,W,Siskiyou County,CA,TRUE,other,Not fleeing,FALSE
+Garry Conrad,5/18/2016,shot,knife,46,M,W,New York,NY,TRUE,other,Not fleeing,FALSE
+Joseph Weatherby,5/18/2016,shot,gun,44,M,W,Sullivan,MO,FALSE,attack,Other,FALSE
+Israel Santos-Banos,5/18/2016,shot,gun,20,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremias Cruz,5/19/2016,shot,unarmed,30,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Jessica Nelson-Williams,5/19/2016,shot,unarmed,29,F,B,San Francisco,CA,FALSE,other,Car,FALSE
+Jaime Ide,5/19/2016,shot,knife,35,M,H,Citrus Heights,CA,FALSE,other,Not fleeing,TRUE
+Timothy Brandon Stacy,5/19/2016,shot,gun,36,M,W,Fisty,KY,FALSE,attack,Not fleeing,FALSE
+Kentrill William Carraway,5/19/2016,shot,gun,22,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Joshua Beebee,5/20/2016,shot,knife,31,M,B,Omaha,NE,FALSE,other,Foot,TRUE
+Norman Campbell,5/21/2016,shot,gun,63,M,W,Chesterfield County,SC,FALSE,attack,Not fleeing,FALSE
+Travis Moore,5/21/2016,shot,unarmed,38,M,W,Oregon City,OR,TRUE,attack,Not fleeing,FALSE
+Mark Nelson,5/21/2016,shot,gun,31,M,N,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Michael Eugene Wilson Jr.,5/22/2016,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,TRUE
+Jorge Zambrano,5/22/2016,shot,gun,35,M,H,Oxford,MA,FALSE,attack,Not fleeing,FALSE
+Vernell Bing,5/22/2016,shot,unarmed,22,M,B,Jacksonville,FL,FALSE,other,Car,FALSE
+Bryson Fischer,5/22/2016,shot,gun,28,M,W,Boulder,CO,TRUE,attack,Not fleeing,FALSE
+Verl Bedonie,5/23/2016,shot,gun,26,M,N,Flagstaff,AZ,FALSE,attack,Foot,TRUE
+Bodhi Wilson Dean Phelps,5/24/2016,shot,knife,22,M,W,Gresham,OR,FALSE,other,Not fleeing,FALSE
+Leslie Goletz,5/24/2016,shot,Taser,57,M,,Harrisonville,MO,FALSE,other,Car,FALSE
+Mario Montoya,5/24/2016,shot,gun,31,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Derek Prophet,5/25/2016,shot,knife,43,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Doll Pierre-Louis,5/25/2016,shot,,24,M,B,Miami Gardens,FL,FALSE,other,Car,FALSE
+"Eugene ""Geno"" Francis Smith",5/26/2016,shot,gun,29,M,W,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Warren Christian,5/26/2016,shot,gun,43,M,W,Lansing,IL,FALSE,attack,Foot,FALSE
+TK Tk,5/26/2016,shot,gun,,M,,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Devonte Gates,5/26/2016,shot,undetermined,21,M,B,Washington Park,IL,FALSE,undetermined,Foot,FALSE
+Fernando Castro,5/26/2016,shot,gun,19,M,H,Solvang,CA,FALSE,attack,Car,FALSE
+Tk Tk,5/26/2016,shot,knife,,F,,Sneads,FL,FALSE,other,Not fleeing,FALSE
+Angel Daniel Navarro,5/26/2016,shot,gun,25,M,H,Socorro,NM,FALSE,attack,Car,FALSE
+Terry Edwards,5/27/2016,shot,gun,59,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Dennis Hudson,5/28/2016,shot,gun,50,M,B,Eastaboga,AL,FALSE,attack,Not fleeing,FALSE
+Dennis Humphrey,5/28/2016,shot,gun,58,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Dionisio Augustine Garza III,5/29/2016,shot,gun,25,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Donald Edward Brown III,5/29/2016,shot,knife,32,M,W,Deland,FL,FALSE,other,Not fleeing,FALSE
+John Mark Coffey,5/29/2016,shot,gun,53,M,W,Clinton,NC,FALSE,attack,Not fleeing,TRUE
+Todd Brent Burroughs,5/29/2016,shot and Tasered,unarmed,38,M,W,Stoneville,NC,FALSE,other,Car,FALSE
+Robert Wickizer,5/30/2016,shot,gun,70,M,W,Tualatin,OR,FALSE,attack,Not fleeing,FALSE
+Osee Calix,5/30/2016,shot,gun,33,M,B,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Nicholas Berger,5/31/2016,shot,knife,36,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+TK TK,6/1/2016,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,6/1/2016,shot,gun,21,M,B,Newnan,GA,FALSE,attack,Foot,TRUE
+Daniel Pigg,6/1/2016,shot,gun,51,M,W,Berea,KY,FALSE,attack,Foot,FALSE
+Willie Demetrius James,6/2/2016,shot,knife,43,M,B,Norfolk,VA,TRUE,other,Not fleeing,TRUE
+Rodney Rodriguez Smith,6/2/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Joshua Smith,6/3/2016,shot,knife,33,M,W,Wasilla,AK,FALSE,other,Not fleeing,FALSE
+"Hubert Thomas Burns, Jr.",6/3/2016,shot,knife,34,M,N,Parker,AZ,FALSE,other,Not fleeing,FALSE
+Daniel Jonathan Shaham,6/4/2016,shot,undetermined,31,M,W,Yreka,CA,FALSE,attack,Not fleeing,FALSE
+Demarco Rhymes,6/4/2016,shot,gun,35,M,B,Eufaula,AL,FALSE,attack,Other,TRUE
+Larry Dustin Stepp,6/4/2016,shot,knife,31,M,W,Muncie,IN,TRUE,other,Not fleeing,TRUE
+Christopher Michael Moran,6/5/2016,shot,gun,31,M,W,Cape Coral,FL,FALSE,other,Car,FALSE
+Henry Green,6/6/2016,shot,gun,23,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Kalyp Allen Rapoza,6/6/2016,shot,knife,25,M,O,Hilo,HI,FALSE,other,Not fleeing,FALSE
+Andrew Henson,6/7/2016,shot,unarmed,25,M,W,Wagoner,OK,FALSE,other,Car,TRUE
+Omar Villagomez,6/7/2016,shot,vehicle,21,M,H,Turlock,CA,FALSE,other,Not fleeing,FALSE
+Willis N. Walker,6/7/2016,shot,gun,49,M,B,Norman,VA,FALSE,other,Not fleeing,FALSE
+William David Powell,6/7/2016,shot,gun,63,M,W,Stockbridge,GA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia,6/8/2016,shot,gun,43,M,H,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William Michael Hollis,6/9/2016,shot,gun,34,M,W,Birmingham,AL,FALSE,attack,Car,FALSE
+James Allen Nickol,6/9/2016,shot,gun,38,M,W,York,PA,FALSE,attack,,FALSE
+John Michael Brisco,6/9/2016,shot,gun,52,M,B,Port Arthur,TX,FALSE,other,Foot,FALSE
+Clifford Tucker,6/9/2016,shot,gun,68,M,W,Ishpeming Township,MI,TRUE,attack,Not fleeing,TRUE
+TK TK,6/9/2016,shot,baton,,M,,Somerton,AZ,FALSE,attack,Not fleeing,FALSE
+Clayton Millsaps,6/10/2016,shot,baseball bat,29,M,W,Iredell County,NC,FALSE,other,Not fleeing,FALSE
+Bobby Sanchez,6/10/2016,shot,gun,32,M,H,Pueblo,CO,FALSE,attack,Foot,FALSE
+J. Juan Briseno-Ortega,6/10/2016,shot,gun,50,M,H,Yakima,WA,FALSE,attack,Not fleeing,TRUE
+Keith Bursey,6/10/2016,shot,gun,31,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Lyndarius Cortez Witherspoon,6/11/2016,shot,gun,27,M,B,Tupelo,MS,FALSE,attack,Car,FALSE
+Jesus Duran,6/11/2016,shot,spear,31,M,H,Maywood,CA,FALSE,other,Not fleeing,FALSE
+Omar Mateen,6/12/2016,shot,gun,29,M,O,Orlando,FL,TRUE,attack,Not fleeing,TRUE
+Daniel Bennett Edwards,6/12/2016,shot,knife,23,M,W,Eagle Mountain,UT,TRUE,other,Not fleeing,FALSE
+John Williams,6/12/2016,shot,gun,61,M,B,Hiseville,KY,FALSE,attack,Car,FALSE
+Joshua Sciscm,6/13/2016,shot,gun,33,M,W,Schenectady,NY,FALSE,attack,Not fleeing,FALSE
+Michael Moore,6/13/2016,shot,gun,18,M,B,Mobile,AL,FALSE,other,Not fleeing,FALSE
+Edward Acquisto,6/13/2016,shot,gun,80,M,H,Tiverton,RI,FALSE,attack,Car,FALSE
+Kenneth Allen Pointer,6/13/2016,shot,undetermined,43,M,W,Vancouver,WA,FALSE,undetermined,Car,FALSE
+Noel Rodriguez,6/14/2016,shot,,50,M,H,Boise,ID,FALSE,other,Car,TRUE
+Nicholas Ferro,6/14/2016,shot,gun,47,M,W,Odessa,MO,FALSE,attack,Not fleeing,FALSE
+Mohammad Moghaddam,6/14/2016,shot,gun,54,M,O,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Fernando Geovanni Llanez,6/14/2016,shot,undetermined,22,M,H,Chula Vista,CA,FALSE,attack,Not fleeing,FALSE
+Russell Rosser,6/15/2016,shot,,43,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Michael Rasmussen,6/15/2016,shot,gun,38,M,W,Pembine,WI,TRUE,attack,Car,FALSE
+Peter Grandpre,6/16/2016,shot,gun,36,M,W,Butte,MT,FALSE,attack,Not fleeing,TRUE
+Nicholas Damon,6/16/2016,shot,,30,M,H,Westminster,CO,FALSE,attack,Car,FALSE
+John Anderson,6/16/2016,shot,gun,59,M,W,Montpelier,OH,TRUE,other,Not fleeing,FALSE
+Ronald Delfino,6/16/2016,shot,gun,21,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+William Thomas Hennessey,6/18/2016,shot,toy weapon,34,M,W,Huntsville,AL,FALSE,attack,Not fleeing,TRUE
+Sergey Makarenko,6/18/2016,shot,,17,M,W,Carmichael,CA,FALSE,other,Car,FALSE
+Antwun Shumpert,6/18/2016,shot,unarmed,37,M,B,Tupelo,MS,FALSE,attack,Foot,FALSE
+Rashaun Lloyd,6/19/2016,shot,gun,25,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Anthony Ford,6/19/2016,shot,gun,30,M,,Fort Walton Beach,FL,FALSE,other,Not fleeing,FALSE
+Raufeal M. Bostick,6/20/2016,shot,gun,23,M,B,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Devin Christopher Scott,6/20/2016,shot and Tasered,knife,20,M,W,Lake Havasu City,AZ,FALSE,other,Not fleeing,TRUE
+Lane Lesko,6/21/2016,shot,toy weapon,19,M,W,Peterborough,NH,TRUE,attack,Car,FALSE
+Jeff Hyde,6/21/2016,shot,gun,50,M,W,Casper,WY,TRUE,attack,Not fleeing,FALSE
+Pedro Cruz-Amado,6/21/2016,shot,chair,24,M,H,Lawndale,NC,TRUE,attack,Not fleeing,FALSE
+Josiah Williams,6/22/2016,shot,gun,25,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Isaiah Core,6/22/2016,shot,,20,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Roger Ponce,6/22/2016,shot,knife,37,M,W,Wellington,FL,FALSE,other,Not fleeing,FALSE
+Quencezola Maurice Splunge,6/22/2016,shot,gun,44,M,B,Walls,MS,FALSE,attack,Foot,FALSE
+Deravis Caine Rogers,6/22/2016,shot,unarmed,22,M,B,Atlanta,GA,FALSE,undetermined,Other,FALSE
+Shaun Trevor Walke,6/22/2016,shot,gun,31,M,W,Bellville,TX,FALSE,attack,Not fleeing,TRUE
+Jay Anderson,6/23/2016,shot,gun,25,M,B,Wauwatosa,WI,FALSE,other,Not fleeing,TRUE
+Angelo Brown,6/23/2016,shot,gun,,M,B,Belleville,IL,FALSE,attack,Foot,FALSE
+Josh Herrera,6/23/2016,shot,gun,29,M,,Hanover,NM,FALSE,undetermined,Not fleeing,FALSE
+Ismael Miranda,6/24/2016,shot,gun,36,M,B,Paterson,NJ,FALSE,attack,Not fleeing,FALSE
+Randy Blecher,6/24/2016,shot,gun,50,M,W,Farmington,AR,FALSE,attack,Not fleeing,FALSE
+Christy Sheats,6/24/2016,shot,gun,42,F,W,Fulshear,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Angel Chavez-Angles,6/24/2016,shot,gun,42,M,H,Oklahoma City,OK,TRUE,other,Other,FALSE
+Jamil Alejandro Valladares,6/24/2016,shot,gun,26,M,H,Riverview,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Noble,6/25/2016,shot,unarmed,19,M,W,Fresno,CA,TRUE,other,Car,TRUE
+Waldemar Bogusiewicz,6/25/2016,shot,gun,59,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+William Ferguson,6/25/2016,shot,gun,,M,,Buckeye,AZ,FALSE,attack,Not fleeing,TRUE
+Rodrigo Guardiola,6/25/2016,shot and Tasered,unarmed,36,M,H,Gainesville,GA,FALSE,attack,Other,FALSE
+Terry Lynn Maurer,6/26/2016,shot,baseball bat,51,M,W,Columbia Township,MI,TRUE,attack,Not fleeing,FALSE
+Daniel Reyes,6/26/2016,shot,knife,27,M,H,Thomaston,CT,FALSE,other,Not fleeing,FALSE
+Germichael Kennedy,6/26/2016,shot,gun,22,M,B,Lincoln,NE,FALSE,attack,Foot,FALSE
+Donte L. Johnson,6/26/2016,shot,gun,30,M,B,Dolton,IL,FALSE,attack,Not fleeing,FALSE
+Michael Disbrowe,6/27/2016,shot,toy weapon,28,M,W,Boone,IA,TRUE,attack,Not fleeing,FALSE
+Sherman Evans,6/27/2016,shot,toy weapon,63,M,B,Washington,DC,TRUE,attack,Not fleeing,TRUE
+Blake Peacock,6/27/2016,shot,gun,32,M,W,Cochran,GA,FALSE,attack,Not fleeing,FALSE
+Travis Vierra,6/27/2016,shot,gun,26,M,W,Laguna Pueblo,NM,FALSE,attack,Not fleeing,FALSE
+Raymond Hutson,6/27/2016,shot,toy weapon,25,M,W,Frederica,DE,FALSE,other,Car,FALSE
+Barry Prak,6/28/2016,shot,knife,27,M,A,Long Beach,CA,FALSE,other,Foot,FALSE
+Walden Dang,6/28/2016,shot,knife,61,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Jessie J. Mills,6/29/2016,shot,undetermined,30,M,W,Barbourville,KY,FALSE,attack,Not fleeing,FALSE
+Tyrone Reado,6/29/2016,shot,gun,,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+Lafayette Evans,6/29/2016,shot,gun,37,M,B,Fort Madison,IA,FALSE,attack,Foot,FALSE
+Michael William Schumacher,6/29/2016,shot,pitchfork,41,M,W,Madison,WI,TRUE,other,Not fleeing,FALSE
+Kawme Dejuan Patrick,6/30/2016,shot,gun,25,M,B,Columbus,OH,FALSE,undetermined,,FALSE
+Tristan Vilters,6/30/2016,shot,gun,24,M,W,Park County,CO,FALSE,attack,Not fleeing,FALSE
+Jasen Scott Ramirez,6/30/2016,shot,undetermined,44,M,H,Douglas,WY,FALSE,undetermined,Not fleeing,FALSE
+Alexis George Mishtowt,7/1/2016,shot,gun,63,M,W,Landrum,SC,FALSE,attack,Not fleeing,TRUE
+Helmut Wihowski,7/1/2016,shot,knife,58,M,W,Jackson,WI,FALSE,other,Not fleeing,FALSE
+Steven McQueen,7/1/2016,shot and Tasered,gun,30,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Jai Lateef Solveig Williams,7/2/2016,shot,gun,35,M,B,Asheville,NC,FALSE,other,Car,FALSE
+Jonathan Lane Justiss,7/2/2016,shot,gun,50,M,W,Bristol,TN,FALSE,attack,Not fleeing,FALSE
+Shannon Labit,7/3/2016,shot,knife,40,M,W,New Iberia,LA,TRUE,other,Not fleeing,FALSE
+Raul Saavedra-Vargas,7/3/2016,shot,,,M,H,Reno,NV,FALSE,other,Car,FALSE
+Pedro Villanueva,7/3/2016,shot,,19,M,H,Fullerton,CA,FALSE,other,Car,FALSE
+William Tracy Patterson,7/4/2016,shot,gun,34,M,W,North Charleston,SC,FALSE,attack,Not fleeing,TRUE
+Anthony Nunez,7/4/2016,shot,gun,18,M,H,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Sidney Washington,7/4/2016,shot,gun,21,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/4/2016,shot,knife,,M,,Rosser,TX,FALSE,other,Not fleeing,TRUE
+Joshua Bolster,7/5/2016,shot,undetermined,29,M,W,Salem,OR,FALSE,undetermined,,FALSE
+Sam Newby,7/5/2016,shot,undetermined,49,M,W,Temecula,CA,FALSE,other,Car,FALSE
+Melissa Ventura,7/5/2016,shot,knife,24,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Alton Sterling,7/5/2016,shot and Tasered,undetermined,37,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,TRUE
+Philando Castile,7/6/2016,shot,gun,32,M,B,Falcon Heights,MN,FALSE,other,Not fleeing,TRUE
+Thomas Vandemark,7/6/2016,shot,gun,65,M,W,Rush Springs,OK,FALSE,other,Not fleeing,TRUE
+Vinson Lee Ramos,7/7/2016,shot,knife,37,M,H,Bell,CA,FALSE,other,Not fleeing,FALSE
+Adam Smith,7/7/2016,shot,,33,M,W,Clovis,CA,FALSE,other,Car,FALSE
+Earnest Fells,7/7/2016,shot,gun,63,M,B,Selma,AL,FALSE,attack,Not fleeing,TRUE
+Abraham Smith,7/8/2016,shot,knife,30,M,W,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Andre Johnson,7/9/2016,shot,gun,40,M,B,Broken Bow,OK,FALSE,attack,Car,FALSE
+Alva Burnett Braziel,7/10/2016,shot,gun,38,M,B,Houston,TX,FALSE,other,Not fleeing,TRUE
+Joseph Mann,7/11/2016,shot,knife,50,M,B,Sacramento,CA,TRUE,other,Not fleeing,TRUE
+Jason Brooks,7/11/2016,shot,gun,41,M,B,East St. Louis,IL,FALSE,attack,Not fleeing,FALSE
+Pablo Medina,7/11/2016,shot,gun,41,M,H,Romulus,MI,FALSE,attack,Not fleeing,FALSE
+Orville Edwards,7/11/2016,shot,gun,39,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Larry Darnell Gordon,7/11/2016,shot,gun,44,M,W,St. Joseph,MI,FALSE,attack,Not fleeing,FALSE
+Benjamin Zeckovic,7/12/2016,shot,hatchet,23,M,W,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Donald S. Myers,7/13/2016,shot,gun,32,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,TRUE
+Richard G. Dinneny,7/13/2016,shot,toy weapon,56,M,W,Middletown,NY,TRUE,other,Not fleeing,FALSE
+Dayten Ernest Harper,7/14/2016,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Bobby Horne,7/15/2016,shot,gun,63,M,W,Peachland,NC,TRUE,attack,Not fleeing,FALSE
+Billy D. Smith,7/16/2016,shot,gun,31,M,W,Lake Asbury,FL,TRUE,attack,Not fleeing,FALSE
+Patrick Fennell,7/16/2016,shot,gun,57,M,W,Little Egg Harbor Township,NJ,FALSE,other,Foot,FALSE
+Cody Wayne Jarrett,7/16/2016,shot and Tasered,gun,26,M,W,San Bernardino,CA,FALSE,attack,Other,FALSE
+Kevin Higgins,7/17/2016,shot,gun,39,M,W,Sheboygan,WI,FALSE,other,Not fleeing,FALSE
+Jermaine Johnson,7/17/2016,shot,gun,42,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Gavin Eugene Long,7/17/2016,shot,gun,29,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Michael Ray Ramsey,7/17/2016,shot and Tasered,screwdriver,43,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jerry Brimer,7/18/2016,shot,ax,56,M,W,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Javier Garcia Gaona,7/20/2016,shot,knife,31,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Derek Love,7/21/2016,shot,gun,50,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+BJ Medeiros,7/21/2016,shot,gun,36,M,O,Hilo,HI,TRUE,attack,Not fleeing,FALSE
+Paul Edward Yacabitis,7/22/2016,shot,gun,50,M,W,Buckhannon,WV,FALSE,attack,,FALSE
+Austin Jerry Lee Howard,7/23/2016,shot,knife,49,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+Bernard Wells,7/23/2016,shot,gun,31,M,B,Chino,CA,FALSE,attack,Foot,FALSE
+Steven Alfred Longoria,7/23/2016,shot,gun,34,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Robert Lee Lourenco,7/24/2016,shot,hatchet and gun,36,M,W,Winchester,CA,TRUE,attack,Not fleeing,FALSE
+Alvin R. Sylversmythe,7/24/2016,shot,knife,29,M,N,Gallup,NM,TRUE,other,Not fleeing,FALSE
+Jeff Cornell Tyson,7/25/2016,shot,gun,32,M,B,Indianapolis,IN,FALSE,attack,Car,FALSE
+Richard Risher,7/25/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Scot Minard,7/26/2016,shot,gun,50,M,W,Pine River,WI,FALSE,attack,Car,FALSE
+Juan Reynaldo Duran,7/26/2016,shot,gun,36,M,H,Artesia,NM,FALSE,other,,FALSE
+Devon Martes,7/27/2016,shot,gun,17,M,B,Metairie,LA,FALSE,attack,Foot,FALSE
+Dalvin Hollins,7/27/2016,shot,unarmed,19,M,B,Tempe,AZ,TRUE,attack,Foot,FALSE
+Dylan Liberti,7/27/2016,shot,knife,24,M,W,Scottsdale,AZ,FALSE,other,Foot,TRUE
+Saddam Trejeda-Campos,7/27/2016,shot,knife,24,M,H,San Bernardino,CA,TRUE,other,Not fleeing,FALSE
+Emil Ambrose Mecklenburg,7/27/2016,shot,knife,20,M,W,Malta,MT,FALSE,attack,Not fleeing,FALSE
+Michael Adams,7/27/2016,shot,knife,33,M,W,Estill Springs,TN,FALSE,other,Foot,TRUE
+Jorge Moreno-Aguirre,7/28/2016,shot,undetermined,41,M,H,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+Jeffrey Smith,7/28/2016,shot,undetermined,47,M,B,La Quinta,CA,FALSE,other,Car,FALSE
+Paul O'Neal,7/28/2016,shot,,18,M,B,Chicago,IL,FALSE,other,Car,TRUE
+Jesus Rael,7/28/2016,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,Other,FALSE
+Donnell Thompson,7/28/2016,shot,unarmed,27,M,B,Compton,CA,FALSE,attack,Other,FALSE
+Omar Gonzalez,7/28/2016,shot,undetermined,36,M,H,City Terrace,CA,FALSE,other,Car,TRUE
+Amanda Page Bivens,7/29/2016,shot,gun,40,F,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Melvin Faison,7/29/2016,shot,gun,59,M,W,Pleasant Hill,NC,FALSE,attack,Not fleeing,FALSE
+John Casey,7/31/2016,shot,rock,32,M,W,Phelps,KY,FALSE,attack,Foot,FALSE
+Mario Martinez Torres,7/31/2016,shot,undetermined,38,M,H,Wapato,WA,FALSE,undetermined,Not fleeing,FALSE
+Limichael Shine,7/31/2016,shot,knife,18,M,A,Manchester,NJ,TRUE,other,Not fleeing,TRUE
+Korryn Gaines,8/1/2016,shot,gun,23,F,B,Randallstown,MD,FALSE,attack,Not fleeing,FALSE
+Bryan N. Byrd,8/1/2016,shot,,43,M,W,Edmund,SC,FALSE,attack,Car,FALSE
+Kenneth Eugene Bonanno,8/1/2016,shot,gun,67,M,W,Stafford,VA,FALSE,attack,Not fleeing,FALSE
+Richard Swihart,8/1/2016,shot,undetermined,32,M,W,Santa Ana,CA,TRUE,attack,Not fleeing,FALSE
+Richard Lance London,8/2/2016,shot,gun,22,M,W,Lake City,SC,FALSE,attack,Car,FALSE
+Adam Jo Klimek,8/2/2016,shot,knife,31,M,W,Alexandria,MN,FALSE,other,Not fleeing,FALSE
+DeMarco Newman,8/2/2016,shot,gun,43,M,B,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Matthew David Conrad,8/2/2016,shot,gun,34,M,W,Hammett,ID,TRUE,attack,Car,FALSE
+William Bowers,8/2/2016,shot,undetermined,51,M,W,Castaic,CA,FALSE,other,Foot,FALSE
+Benjamin William Heaton,8/3/2016,shot,gun,31,M,W,Clearfield,UT,FALSE,attack,Foot,FALSE
+Bradley Carey,8/3/2016,shot,knife,54,M,W,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+E.J. Walters,8/3/2016,shot,gun,69,M,W,Scott County,VA,FALSE,other,Car,FALSE
+Johannes Wood,8/5/2016,shot,knife,58,M,W,Aldie,VA,TRUE,other,Not fleeing,FALSE
+Jamarion Rashad Robinson,8/5/2016,shot,gun,26,M,B,East Point,GA,TRUE,attack,Not fleeing,FALSE
+David Michael Moya,8/5/2016,shot,crossbow,31,M,,Santee,CA,TRUE,attack,Not fleeing,FALSE
+James Quealy,8/5/2016,shot,gun,59,M,W,Beaver Dam,WI,TRUE,attack,Not fleeing,FALSE
+Jawari Porter,8/7/2016,shot,knife,25,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Earl Pinckney,8/7/2016,shot,knife,20,M,B,Harrisburg,PA,TRUE,other,Not fleeing,FALSE
+Darnell Wicker,8/8/2016,shot,knife,57,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Michael McClurg,8/8/2016,shot,gun,56,M,W,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+James Eugene Burgess,8/8/2016,shot,gun,64,M,W,Wilkesboro,NC,FALSE,attack,Not fleeing,FALSE
+Juan J. Godines,8/8/2016,shot,gun,34,M,H,Georgetown,KY,FALSE,attack,Other,FALSE
+James W. Jennings,8/8/2016,shot,gun,69,M,W,Little Mountain,SC,TRUE,attack,Not fleeing,FALSE
+Ronald Smith,8/9/2016,shot,gun,45,M,W,Circleville,OH,TRUE,other,Not fleeing,FALSE
+Jesse James Romero,8/9/2016,shot,gun,14,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jeffrey Allen Morris,8/9/2016,shot,undetermined,44,M,W,Piedmont,SC,FALSE,other,Not fleeing,FALSE
+Jeff Martelli,8/11/2016,shot,gun,59,M,W,Tukwila,WA,TRUE,attack,Not fleeing,FALSE
+Sergio Daniel Weick,8/11/2016,shot,knife,33,M,H,Vista,CA,FALSE,undetermined,Other,FALSE
+Tommy Seneca,8/11/2016,shot,gun,54,M,W,Plaquemine,LA,FALSE,attack,Not fleeing,FALSE
+Jesus Armando Carillo,8/12/2016,shot,undetermined,22,M,H,Mesa,AZ,FALSE,other,Car,FALSE
+Dominic Rollice,8/12/2016,shot and Tasered,hammer,49,M,W,Tahlequah,OK,TRUE,other,Not fleeing,TRUE
+Sylville Smith,8/13/2016,shot,gun,23,M,B,Milwaukee,WI,FALSE,other,Foot,TRUE
+Ruben Horacio Strand Alvear,8/13/2016,shot,knife,38,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Perry Lee Heitman,8/13/2016,shot,gun,53,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Eric Ortega Soto,8/13/2016,shot,,36,M,H,Hayward,CA,FALSE,other,Car,FALSE
+Jovany Martinez,8/15/2016,shot,metal pole,29,M,H,Falls Church,VA,TRUE,other,Not fleeing,FALSE
+Danny Pirtle,8/15/2016,shot,gun,42,M,W,Counce,TN,FALSE,attack,Other,FALSE
+Michael S. Martin,8/16/2016,shot,gun,36,M,W,Rome,OH,FALSE,other,Car,FALSE
+Carl Nivens,8/16/2016,shot,gun,32,M,W,Lenoir,NC,FALSE,attack,Foot,TRUE
+Larry Eugene Kurtley,8/16/2016,shot,toy weapon,53,M,W,Apache Junction,AZ,FALSE,other,Not fleeing,FALSE
+Colby Friday,8/16/2016,shot,gun,30,M,B,Stockton,CA,FALSE,other,Foot,TRUE
+Marcos Antonio Gastelum,8/16/2016,shot,unarmed,25,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Kenney Watkins,8/16/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+John O'Handley,8/16/2016,shot,gun,55,M,W,Augusta,WV,FALSE,other,Not fleeing,FALSE
+Omer Ismail Ali,8/17/2016,shot,piece of wood,27,M,B,Kelso,WA,FALSE,attack,Not fleeing,FALSE
+Francisco Villarreal,8/18/2016,shot,gun,37,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Daniel Kevin Harris,8/18/2016,shot,unarmed,29,M,W,Charlotte,NC,FALSE,other,Car,TRUE
+Chad Irwin,8/18/2016,shot,knife,40,M,W,Antelope,CA,FALSE,other,Not fleeing,FALSE
+Joseph Weber,8/18/2016,shot,undetermined,36,M,W,Hays,KS,FALSE,other,Car,FALSE
+Trenton Lohman,8/18/2016,shot,gun,38,M,W,Poway,CA,FALSE,attack,Car,FALSE
+David Klassen,8/18/2016,shot,gun,29,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+David Fulton,8/18/2016,shot,gun,59,M,W,McKinneyville,CA,TRUE,attack,Not fleeing,FALSE
+Marcelo Luna,8/19/2016,shot,bayonet,47,M,H,East Hollywood,CA,TRUE,undetermined,Not fleeing,FALSE
+Jorge Ceniceros,8/19/2016,shot,gun,22,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kole B. Knight,8/19/2016,shot,toy weapon,31,M,W,New London,WI,TRUE,attack,Not fleeing,TRUE
+Kyle Zimbelman,8/19/2016,shot,undetermined,29,M,W,Reno,NV,FALSE,undetermined,Car,FALSE
+Todd P. Browning,8/19/2016,shot,knife,54,M,W,East Ridge,TN,FALSE,other,Not fleeing,FALSE
+Pedro Montanez,8/20/2016,shot,knife,71,M,H,Indio,CA,FALSE,other,Not fleeing,TRUE
+Juan Gabriel Torres,8/21/2016,shot,knife,36,M,H,Las Cruces,NM,FALSE,other,Not fleeing,TRUE
+Kelley Brandon Forte,8/22/2016,shot,knife,34,M,B,Hamilton,OH,FALSE,attack,Not fleeing,FALSE
+Bobby Lyn Buck,8/23/2016,shot,gun,49,M,W,Myra,TX,FALSE,other,Car,FALSE
+Elias Portillo,8/24/2016,shot,gun,36,M,H,Oak Cliff,TX,FALSE,attack,Foot,FALSE
+William Charbonneau,8/24/2016,shot,gun,43,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+Jeffrey Darren Hosea,8/24/2016,shot,gun,53,M,W,Shelbyville,TN,FALSE,attack,Not fleeing,FALSE
+Donta Taylor,8/25/2016,shot,gun,31,M,B,Compton,CA,FALSE,attack,Foot,FALSE
+David Coborubio,8/25/2016,shot,undetermined,32,M,H,Compton,CA,FALSE,undetermined,Not fleeing,FALSE
+Jerry Lee Jackson,8/25/2016,shot and Tasered,knife,63,M,,Fort Collins,CO,FALSE,other,Not fleeing,TRUE
+Matthew Gibbon,8/26/2016,shot,gun,41,M,W,Las Vegas,NV,FALSE,attack,Foot,FALSE
+Angel Torres Jr.,8/27/2016,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Darrel Hetrick,8/27/2016,shot,gun,82,M,W,Morgantown,WV,FALSE,attack,Not fleeing,TRUE
+Terry Salazar,8/27/2016,shot and Tasered,knife,49,M,,Denver,CO,FALSE,other,Not fleeing,FALSE
+Justin Kulhanek-Derks,8/28/2016,shot,gun,37,M,W,Eagan,MN,TRUE,attack,Not fleeing,FALSE
+Jaqwan Julius Terry,8/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Paula Dell Phillips,8/29/2016,shot,gun,35,F,W,Kingman,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Peacor,8/29/2016,shot and Tasered,knife,56,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+James Robert Richards,8/29/2016,shot and Tasered,gun,28,M,,Fairbanks,AK,FALSE,attack,Foot,TRUE
+Levonia Riggins,8/30/2016,shot,unarmed,22,M,B,Tampa,FL,FALSE,other,Not fleeing,FALSE
+Lyle Patrick Blanchard,8/30/2016,shot,gun,59,M,W,Harker Heights,TX,FALSE,attack,Other,FALSE
+Justin Baker,8/30/2016,shot and Tasered,chain saw,36,M,,Graham,WA,TRUE,attack,Not fleeing,FALSE
+Gregory Mathis,8/30/2016,shot and Tasered,knife,36,M,W,Weatherford,TX,FALSE,other,Not fleeing,FALSE
+Michael Ferguson,8/31/2016,shot,gun,21,M,W,Denver,CO,FALSE,attack,Foot,FALSE
+Thomas E. Sekscinski,8/31/2016,shot,,38,M,W,McDowell,MO,FALSE,other,Car,FALSE
+Ed Holup,9/1/2016,shot,,60,M,W,Sylvania Township,OH,TRUE,other,Not fleeing,FALSE
+Caleb J. Douglas,9/1/2016,shot,gun,18,M,W,Wichita,KS,FALSE,other,Car,TRUE
+Joshua Quintero,9/1/2016,shot,gun,23,M,H,Florence,CA,FALSE,other,Foot,FALSE
+TK TK,9/1/2016,shot and Tasered,pipe,,M,H,Huntington Park,CA,FALSE,other,Not fleeing,FALSE
+Joseph Moreno,9/2/2016,shot,gun,38,M,H,Alamogordo,NM,FALSE,attack,Foot,TRUE
+Randall Rodick,9/2/2016,shot,gun,40,M,,Parker,CO,TRUE,attack,Car,TRUE
+Michael Robert Musson,9/2/2016,shot,glass shard,22,M,W,Round Lake,IL,FALSE,other,Not fleeing,FALSE
+Michael Thompson,9/2/2016,shot,gun,38,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Jerome Damon,9/3/2016,shot,undetermined,25,M,B,Atlantic City,NJ,FALSE,undetermined,Foot,FALSE
+Cameron Ayers,9/3/2016,shot,undetermined,25,M,W,East Wenatchee,WA,FALSE,undetermined,Not fleeing,FALSE
+Donny Max Daugherty,9/3/2016,shot,gun,36,M,W,Metropolis,IL,FALSE,undetermined,Other,FALSE
+Jeremiah Richard Ramirez,9/3/2016,shot,gun,,M,,Temple,TX,FALSE,attack,Car,FALSE
+Jose Romero,9/4/2016,shot,knife,,M,H,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Simon Gomez,9/4/2016,shot,knife,44,M,H,Grand Junction,CO,TRUE,other,Not fleeing,FALSE
+Moses Ruben,9/5/2016,shot,gun,36,M,B,Ellis County,TX,FALSE,attack,Car,FALSE
+Cesar Garcia,9/5/2016,shot,gun,35,M,H,Austin,TX,FALSE,other,Not fleeing,FALSE
+David L. Anderson,9/6/2016,shot,vehicle,25,M,W,Omaha,NE,FALSE,other,Other,FALSE
+Bernard Cottrell,9/6/2016,shot,gun,65,M,,Spencer,WV,TRUE,attack,Car,FALSE
+Steven Del Rio,9/6/2016,shot,gun,31,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Larry Grant Whitehead,9/6/2016,shot,gun,70,M,W,Gray,TN,FALSE,other,Not fleeing,TRUE
+Dylan Papa,9/6/2016,shot,sword,25,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Lee Brown,9/7/2016,shot,knife,55,M,B,Albany,GA,FALSE,attack,Not fleeing,FALSE
+Jesse Daniel Joynt,9/7/2016,shot,undetermined,35,M,W,Titusville,FL,FALSE,undetermined,Not fleeing,FALSE
+Sadiq Bishara-Abaker Idris,9/7/2016,shot,gun,25,M,B,Wyoming,MI,FALSE,attack,Not fleeing,FALSE
+Francis Perry,9/8/2016,shot,gun,32,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Jose Torres,9/8/2016,shot,toy weapon,38,M,H,Delhi,CA,FALSE,attack,Not fleeing,FALSE
+Ricardo Tenorio,9/9/2016,shot,gun,32,M,H,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Travis Ell,9/9/2016,shot,unknown weapon,64,M,W,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Gregory Frazier,9/9/2016,shot,knife,55,M,B,Pompano Beach,FL,FALSE,other,Not fleeing,FALSE
+Dennis Claude Stanley,9/10/2016,shot,toy weapon,69,M,W,Montcalm,WV,TRUE,other,Not fleeing,TRUE
+Adrian Joseph Shaffer,9/10/2016,shot,gun,37,M,W,Boulder,CO,FALSE,attack,Not fleeing,TRUE
+Terrence Sterling,9/11/2016,shot,motorcycle,31,M,B,Washington,DC,FALSE,attack,Other,FALSE
+Eugene Craig,9/12/2016,shot,gun,86,M,,Saratoga,CA,FALSE,other,Not fleeing,FALSE
+Markell Bivins,9/12/2016,shot,knife,25,M,B,Cedar Rapids,IA,FALSE,attack,Not fleeing,FALSE
+Christian Vargas,9/12/2016,shot,unarmed,25,M,H,Colton,CA,FALSE,other,Car,FALSE
+Tyre King,9/14/2016,shot,toy weapon,13,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Robert Carrillo,9/15/2016,shot,gun,32,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Joseph Allen Schlosser,9/15/2016,shot,gun,69,M,W,Weeki Wachi,FL,TRUE,other,Not fleeing,FALSE
+Morgan Wayne Crocker,9/15/2016,shot and Tasered,gun,34,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Thomas P. Mone,9/16/2016,shot,gun,46,M,,Big Bear,MO,FALSE,attack,Not fleeing,FALSE
+Jesse Beshaw,9/16/2016,shot,unarmed,29,M,N,Winooski,VT,FALSE,other,Foot,TRUE
+Lucas Anderson,9/16/2016,shot,knife,29,M,W,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Terence Crutcher,9/16/2016,shot and Tasered,unarmed,40,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Robert Duh,9/17/2016,shot,hatchet,42,M,W,Beaumont,CA,FALSE,other,Not fleeing,FALSE
+Nicholas Glenn,9/17/2016,shot,gun,25,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Robert Young,9/17/2016,shot,toy weapon,45,M,W,Huntsville,AL,FALSE,attack,Other,TRUE
+William Joseph Ryan,9/17/2016,shot,gun,55,M,W,Rutherfordton,NC,TRUE,attack,Not fleeing,FALSE
+Dahir Adan,9/17/2016,shot,knife,22,M,O,St. Cloud,MN,FALSE,attack,Not fleeing,FALSE
+Philip Hasan,9/18/2016,shot,gun,61,M,B,Akron,OH,FALSE,other,Not fleeing,FALSE
+Michelle Miller,9/19/2016,shot,gun,46,F,W,Spring,TX,TRUE,attack,Not fleeing,TRUE
+Jeremy Ray Swenson,9/19/2016,shot,unknown weapon,30,M,W,Logan Canyon,UT,TRUE,other,Not fleeing,FALSE
+Gary Don Lafon,9/19/2016,shot,gun,56,M,W,Wood County,TX,TRUE,attack,Not fleeing,FALSE
+Charles Dove,9/20/2016,shot,gun,35,M,W,Decatur County,TN,FALSE,other,Car,TRUE
+Joshua Scott,9/20/2016,shot,gun,22,M,W,Port St. Lucie,FL,TRUE,attack,Not fleeing,FALSE
+Michael Goodale,9/20/2016,shot,unknown weapon,23,M,W,Mashantucket,CT,FALSE,other,Not fleeing,FALSE
+Keith Lamont Scott,9/20/2016,shot,gun,43,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Sandy Joe Duke,9/20/2016,shot,gun,43,M,W,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Thomas Tucker,9/20/2016,shot,gun,49,M,W,Westminster,CO,FALSE,other,Foot,FALSE
+Austin M. Baier,9/21/2016,shot,unarmed,23,M,W,Louisville,NE,FALSE,other,Not fleeing,FALSE
+Jesse Ataway,9/23/2016,shot,undetermined,41,M,W,Fair Oaks,CA,FALSE,attack,Foot,FALSE
+Oddis Bernard Colvin,9/23/2016,shot,,33,M,B,Pikesville,MD,FALSE,other,Not fleeing,TRUE
+Christopher Contreras,9/23/2016,shot,gun,30,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Cody Lafont,9/25/2016,shot,gun,25,M,W,Claremont,NH,TRUE,other,Not fleeing,FALSE
+Anthony Ray Bauer,9/26/2016,shot,gun,52,M,W,Garden City,ID,FALSE,attack,Other,FALSE
+Leeland White,9/26/2016,shot,gun,32,M,W,Little Rock,AR,TRUE,other,Not fleeing,FALSE
+Nathan DeSai,9/26/2016,shot,gun,46,M,W,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Jamie Joseph Lewis,9/26/2016,shot,gun,48,M,W,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Alfred Olango,9/27/2016,shot,unarmed,38,M,B,El Cajon,CA,TRUE,attack,Not fleeing,TRUE
+John Ethan Carpentier,9/27/2016,shot,,26,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Christopher Sowell,9/28/2016,shot,unarmed,32,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Johnathan Lozano-Murillo,9/28/2016,shot,knife,28,M,H,Valdosta,GA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Clair Cave,9/29/2016,shot,gun,53,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Clayton Eugene Baker,9/30/2016,shot,,38,M,W,Groveton,TX,FALSE,undetermined,Not fleeing,FALSE
+George Richards-Meyers,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Douglas Marrickus Rainey,9/30/2016,shot,gun,32,M,B,Campobello,SC,FALSE,attack,Foot,FALSE
+Richard Parent,9/30/2016,shot,gun,37,M,W,Belleville,MI,FALSE,attack,Other,FALSE
+Najier Salaam,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Jacquarius M. Robinson,9/30/2016,shot,gun,20,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Joshua Allen Perry,10/1/2016,shot,gun,28,M,W,Hometown,WV,FALSE,attack,Foot,FALSE
+Carnell Snell,10/1/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,undetermined,Foot,TRUE
+Daniel Perez,10/2/2016,shot,toy weapon,16,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Donte T. Jones,10/2/2016,shot,unknown weapon,36,M,B,Markham,IL,FALSE,other,Not fleeing,FALSE
+Robert Dapkus,10/3/2016,shot,gun,57,M,W,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+John H. Fetter,10/3/2016,shot,gun,49,M,W,Ventnor,NJ,FALSE,other,Not fleeing,FALSE
+Isaias Salgado,10/4/2016,shot,brick,31,M,H,Riverview,FL,FALSE,attack,Foot,FALSE
+Zachary Sutton,10/4/2016,shot,gun,26,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Dean Bruning,10/4/2016,shot,gun,51,M,W,Hessel,MI,TRUE,other,Not fleeing,FALSE
+Brandon Simmons,10/5/2016,shot,machete,28,M,W,Boulder,CO,TRUE,other,Not fleeing,FALSE
+Lucas M. Felkel,10/5/2016,shot,gun,35,M,W,Moncks Corner,SC,FALSE,attack,Car,FALSE
+Larry Daniel Matthews,10/7/2016,shot,pepper spray,57,M,B,Macon,GA,FALSE,other,Not fleeing,FALSE
+Joseph S. Schroeder,10/7/2016,shot,knife,36,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Eddie Collins,10/7/2016,shot,gun,42,M,W,Killeen,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Darnell Shackleford,10/7/2016,shot,gun,,M,B,Alexandria,LA,FALSE,attack,Not fleeing,FALSE
+Thomas Jeffery Burns,10/7/2016,shot,toy weapon,49,M,W,Benton,AR,FALSE,other,Not fleeing,FALSE
+Ricardo Hernandez,10/8/2016,shot,knife,21,M,H,Federal Way,WA,TRUE,other,Not fleeing,FALSE
+Dylan Rogers,10/8/2016,shot,,39,M,,Wetumka,OK,FALSE,other,Not fleeing,FALSE
+Kim Jackson,10/8/2016,shot,knife,53,F,W,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Charles Antrup,10/8/2016,shot,knife,62,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Deric J. Brown,10/9/2016,shot,gun,41,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Luis Michael Hoff,10/9/2016,shot,gun,40,M,W,Scottsdale,AZ,TRUE,other,Car,FALSE
+Dennis Hunt,10/10/2016,shot,gun,50,M,,Lumberton,NC,FALSE,other,Not fleeing,FALSE
+Maurico Barron,10/10/2016,shot,undetermined,27,M,H,Irvine,CA,TRUE,other,Not fleeing,FALSE
+Kheyanev Littledog,10/10/2016,shot,gun,19,M,N,Midland,TX,FALSE,other,,FALSE
+Devan Desnoyers,10/10/2016,shot,,26,M,W,Westlake,OH,FALSE,other,Car,FALSE
+Michael L. Taylor,10/11/2016,shot,knife,44,M,A,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Dominick Musulman,10/11/2016,shot,knife,30,M,W,Concord,CA,FALSE,other,Not fleeing,FALSE
+Blaine J. Beason,10/12/2016,shot,gun,31,M,W,Livingston Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kirk Figueroa,10/12/2016,shot,gun,33,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Matthew Brewer,10/12/2016,shot,gun,22,M,W,Morehead,KY,FALSE,attack,Not fleeing,FALSE
+Rex Vance Wilson,10/13/2016,shot,gun,50,M,,Las Vegas,NV,FALSE,other,Car,TRUE
+Patrick D. Reddeck,10/13/2016,shot,gun,38,M,W,Kent,WA,FALSE,other,Not fleeing,FALSE
+Shawn Pappe,10/13/2016,shot and Tasered,knife,46,M,W,Grants Pass,OR,TRUE,other,,FALSE
+Chaz Logan York,10/14/2016,shot,baseball bat,23,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+George Zapata,10/14/2016,shot,gun,24,M,H,Oak Cliff,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas McWherter,10/14/2016,shot,gun,26,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Daniel Richard Murphy,10/15/2016,shot,gun,38,M,,Phenix City,AL,FALSE,attack,Not fleeing,FALSE
+Micah Dsheigh Jester,10/16/2016,shot,toy weapon,26,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Sean Arlt,10/16/2016,shot and Tasered,metal rake,32,M,W,Santa Cruz,CA,TRUE,attack,Not fleeing,FALSE
+Rolando Delgado,10/17/2016,shot,sword,50,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Keegan Schweikle,10/17/2016,shot,gun,17,M,W,Benton,AR,TRUE,attack,Foot,FALSE
+Eric St. Germain,10/17/2016,shot and Tasered,knife,39,M,W,Holiday,FL,TRUE,other,Not fleeing,FALSE
+Darius Wimberly,10/18/2016,shot,gun,28,M,B,Benton Harbor,MI,FALSE,attack,Not fleeing,TRUE
+Deborah Danner,10/18/2016,shot,baseball bat,66,F,B,Bronx,NY,TRUE,attack,Not fleeing,FALSE
+Salvador Reyes,10/18/2016,shot,gun,42,M,H,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Charles Stidham,10/18/2016,shot,gun,34,M,W,Paris,KY,FALSE,attack,Not fleeing,FALSE
+Frank J. Sandor,10/19/2016,shot,,38,M,W,Willoughby,OH,FALSE,undetermined,Car,FALSE
+Anthony Garcia,10/19/2016,shot,gun,24,M,,Dallas,TX,FALSE,other,Not fleeing,FALSE
+Javier Munoz,10/19/2016,shot,undetermined,28,M,H,Henderson,NV,FALSE,attack,Car,FALSE
+Jacob DePetris,10/20/2016,shot,gun,29,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Renee Davis,10/21/2016,shot,gun,23,F,N,Muckleshoot Indian Reservation,WA,TRUE,other,Not fleeing,FALSE
+William Frost,10/21/2016,shot and Tasered,knife,58,M,W,Tulsa,OK,FALSE,other,,FALSE
+Nathaniel B. Dorough,10/22/2016,shot,unknown weapon,21,M,W,Westover,AL,TRUE,other,Not fleeing,FALSE
+Kristofer Daniel Youngquist,10/23/2016,shot,toy weapon,45,M,W,Peterson,MN,FALSE,attack,Not fleeing,FALSE
+Kenny Tomblin,10/23/2016,shot,gun,38,M,W,Edmonton,KY,FALSE,attack,Not fleeing,FALSE
+Demetrius Mac Moore,10/23/2016,shot,gun,40,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Aaron Marquis Ballard,10/24/2016,shot,gun,19,M,B,North St. Louis,MO,FALSE,attack,Car,FALSE
+Roy Lee Richards,10/25/2016,shot,toy weapon,46,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Brandon Jones,10/25/2016,shot,toy weapon,25,M,W,Elkton,MD,TRUE,attack,Not fleeing,FALSE
+Chelsea M. Porter,10/25/2016,shot,toy weapon,25,F,W,Elkton,MD,FALSE,attack,Not fleeing,FALSE
+Brandon Millard,10/25/2016,shot,knife,37,M,W,Lincoln,CA,TRUE,other,Not fleeing,FALSE
+Malcolm Loren Hickson,10/26/2016,shot,gun,25,M,B,Carrollton,TX,FALSE,other,Not fleeing,FALSE
+William Clifford Cole,10/26/2016,shot and Tasered,unarmed,36,M,W,Bartlesville,OK,FALSE,attack,Not fleeing,FALSE
+Kyle Killough,10/27/2016,shot,gun,32,M,W,Billings,MT,TRUE,other,Not fleeing,FALSE
+Thad Demarco Hale,10/27/2016,shot,gun and knife,33,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Edwin Amaya Maldonado,10/27/2016,shot,undetermined,24,M,H,Elberton,GA,FALSE,attack,Foot,FALSE
+Jay Johannes Holmgren,10/28/2016,shot,gun,37,M,W,Morris,MN,FALSE,attack,Other,FALSE
+Jason King,10/28/2016,shot,gun,38,M,B,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jun Wang,10/28/2016,shot,knife,45,M,A,North Royalton,OH,TRUE,attack,Not fleeing,FALSE
+Terrence Coleman,10/30/2016,shot,knife,31,M,B,Boston,MA,TRUE,other,Not fleeing,FALSE
+Kenneth Jack Kennedy,10/30/2016,shot,,34,M,W,Kingman,AZ,FALSE,other,Car,FALSE
+Jordan Gonzales,10/30/2016,shot,gun,23,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Michael Dale Vance Jr.,10/30/2016,shot,gun,38,M,,Leedey,OK,FALSE,attack,Car,FALSE
+Michelle Lee Shirley,10/31/2016,shot,vehicle,39,F,B,Torrance,CA,TRUE,attack,Car,FALSE
+Jose Armando Cueva,10/31/2016,shot,knife,55,M,H,Chatsworth,CA,FALSE,attack,Not fleeing,FALSE
+Ashley Sides,10/31/2016,shot,gun,31,F,W,Brookville,OH,FALSE,attack,Other,FALSE
+Henry Simpson,11/1/2016,shot,gun,76,M,W,Carson City,NV,FALSE,other,Not fleeing,FALSE
+Wilton Henry,11/2/2016,shot,gun,59,M,W,Houma,LA,TRUE,attack,Not fleeing,TRUE
+Jesse Jay Taylor,11/2/2016,shot,undetermined,40,M,W,West Jordan,UT,FALSE,undetermined,Other,FALSE
+Ferguson Laurent,11/3/2016,shot,gun,23,M,B,Salisbury,NC,FALSE,attack,Not fleeing,FALSE
+Dennis Kirk,11/3/2016,shot,knife,64,M,,Chambersburg,PA,TRUE,attack,Not fleeing,FALSE
+Rita King,11/3/2016,shot,gun,56,F,,Loganville,GA,FALSE,attack,Not fleeing,FALSE
+Abraham Ortiz,11/4/2016,shot,undetermined,26,M,H,Palm Springs,CA,FALSE,undetermined,Not fleeing,FALSE
+Manuel Rosales,11/4/2016,shot,gun,35,M,H,New York,NY,TRUE,attack,Other,FALSE
+John F. Zemola,11/5/2016,shot,knife,49,M,W,Lealman,FL,TRUE,other,Not fleeing,FALSE
+James Carl Coale,11/5/2016,shot,,36,M,W,Okemah,OK,FALSE,other,Car,FALSE
+Russell Elswick,11/5/2016,shot,gun,56,M,W,Clendenin,WV,FALSE,attack,Not fleeing,FALSE
+Edward Lowell Hills,11/5/2016,shot,gun,59,M,,Beaver,WA,FALSE,undetermined,,FALSE
+Patrick Wise,11/5/2016,shot,gun,34,M,W,Gladewater,TX,FALSE,other,Other,TRUE
+Joel B. Keenan,11/6/2016,shot,gun,43,M,W,Aiken,SC,TRUE,attack,Not fleeing,FALSE
+Jimmy L. Testa,11/6/2016,shot,metal pipe,31,M,W,Maurice River,NJ,FALSE,other,Foot,FALSE
+Christian Andrew Redwine,11/6/2016,shot,,17,M,W,Phenix City,AL,FALSE,other,Car,FALSE
+Joseph Newcomb,11/6/2016,shot,hammer,32,M,W,Hensley,WV,TRUE,other,Not fleeing,FALSE
+David Contreras,11/6/2016,shot and Tasered,undetermined,33,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Randy J. Clark,11/6/2016,shot and Tasered,,43,M,W,Bowling Green,KY,FALSE,undetermined,Car,FALSE
+Darryl Chisholm,11/7/2016,shot,gun,31,M,B,Philadelphia,PA,FALSE,attack,Other,FALSE
+Juan Ramos,11/8/2016,shot,gun,23,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Evan Cox,11/8/2016,shot,,26,M,W,Ashtabula,OH,FALSE,attack,Car,FALSE
+Carlos Mendez,11/8/2016,shot,gun,45,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Kenton Kobza,11/8/2016,shot and Tasered,unarmed,19,M,W,Hays,KS,FALSE,attack,Car,FALSE
+Daniel Erickson,11/9/2016,shot,gun,36,M,W,Show Low,AZ,FALSE,attack,Not fleeing,FALSE
+George Delacruz,11/10/2016,shot,gun,41,M,H,San Angelo,TX,FALSE,undetermined,,FALSE
+John Pacuicrk,11/10/2016,shot,gun,53,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Brian Gaither,11/11/2016,shot,,24,M,W,Grand Junction,CO,FALSE,attack,Car,FALSE
+Marco Romero,11/11/2016,shot,gun,,M,H,Boise,ID,FALSE,attack,Other,FALSE
+William Ray Score,11/11/2016,shot,gun,47,M,,Montrose County,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Depeiza,11/11/2016,shot and Tasered,unarmed,,M,B,East Point,GA,FALSE,attack,Foot,FALSE
+James Dale Ritchie,11/12/2016,shot,gun,40,M,W,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Richard T. Herrera,11/12/2016,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Juan Carlos Fernandez,11/13/2016,shot,gun,22,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Daniel Laguna,11/13/2016,shot,gun,21,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan M. Young,11/13/2016,shot and Tasered,baseball bat,38,M,,Bloomsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Cookson,11/15/2016,shot,knife,48,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Rasheem Singletary,11/15/2016,shot,,25,M,B,York County,PA,FALSE,other,Car,FALSE
+Robert Daffern,11/15/2016,shot,gun,37,M,W,Webster,TX,FALSE,attack,Not fleeing,FALSE
+Jose George Anthony Franco,11/16/2016,shot,machete,37,M,H,Whittier,CA,FALSE,other,Not fleeing,FALSE
+Edmund Leighty,11/16/2016,shot,gun,56,M,W,Redding,CA,FALSE,other,Not fleeing,FALSE
+Dontrell Montrese Carter,11/18/2016,shot,gun,25,M,B,Ludowici,GA,FALSE,attack,Not fleeing,FALSE
+Darius Jones,11/18/2016,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Joseph Leland Fletcher,11/18/2016,shot and Tasered,gun,35,M,W,Fort Walton Beach,FL,TRUE,other,Not fleeing,FALSE
+Samson Fleurant,11/18/2016,shot and Tasered,machete,25,M,B,Port St. Lucie,FL,TRUE,other,Not fleeing,FALSE
+Gabriel Parker,11/18/2016,shot and Tasered,machete,48,M,,Casa Grande,AZ,TRUE,other,Not fleeing,FALSE
+Adalid Flores,11/19/2016,shot,,29,M,H,Anaheim,CA,FALSE,attack,Foot,TRUE
+Steve Dwayne Vananda,11/19/2016,shot,gun,55,M,,Chickasha,OK,FALSE,attack,Not fleeing,TRUE
+Erickson Brito,11/19/2016,shot,baton,21,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Luke Smith,11/19/2016,shot and Tasered,knife,15,M,A,Watsonville,CA,FALSE,other,Foot,TRUE
+Andrew Moreno,11/20/2016,shot,gun,24,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jacob C. Stevens,11/20/2016,shot,gun,18,M,W,Kansas City,MO,FALSE,other,Foot,FALSE
+George Bush III,11/21/2016,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Michael Giles,11/21/2016,shot,knife,27,M,W,Lompoc,CA,TRUE,other,Foot,FALSE
+Mark Daniel Sly,11/22/2016,shot,gun,45,M,H,La Mirada,CA,FALSE,attack,Not fleeing,FALSE
+Ivory C. Pantallion,11/22/2016,shot,gun,36,M,B,Baytown,TX,FALSE,other,Car,FALSE
+Frank Nathaniel Clark,11/22/2016,shot,undetermined,34,M,B,Durham,NC,FALSE,undetermined,Not fleeing,FALSE
+Talif Scudder,11/22/2016,shot,gun,23,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+William J. Beavers,11/23/2016,shot,knife,43,M,W,Lealman,FL,FALSE,other,Not fleeing,FALSE
+Kajuan Raye,11/23/2016,shot,undetermined,19,M,B,Chicago,IL,FALSE,undetermined,Foot,FALSE
+Don Fitzgerald White,11/24/2016,shot,knife,45,M,,Jackson,TN,TRUE,attack,Not fleeing,FALSE
+Cleotha Mitchell,11/25/2016,shot,gun,37,M,B,Chicago,IL,FALSE,attack,,FALSE
+Jerome Chris Harmon,11/25/2016,shot,gun,23,M,B,Hattiesburg,MS,FALSE,attack,Other,FALSE
+Carlos Valencia,11/25/2016,shot,unarmed,26,M,H,Tucson,AZ,FALSE,other,Not fleeing,TRUE
+Derek Adame,11/26/2016,shot,,20,M,H,Surprise,AZ,FALSE,attack,Car,TRUE
+Norman J. Strobel,11/27/2016,shot,gun,59,M,W,Naples,ME,FALSE,attack,Not fleeing,FALSE
+Richard Grimes,11/27/2016,shot,gun,33,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Terrell Walker,11/27/2016,shot,gun,48,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Walter R. Echols,11/27/2016,shot and Tasered,blunt object,50,M,W,Olathe,KS,FALSE,attack,Not fleeing,FALSE
+Abdul Razak Ali Artan,11/28/2016,shot,knife,18,M,O,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Renato Cartagena,11/28/2016,shot,gun,23,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Irecas Valentine,11/28/2016,shot,,41,M,B,Hickory,NC,FALSE,other,Car,FALSE
+Michael McInnis,11/29/2016,shot,gun,41,M,W,Lynn,MA,FALSE,other,Not fleeing,FALSE
+Toby Cummins,11/29/2016,shot,rock,55,M,W,Friendswood,TX,FALSE,other,Car,TRUE
+Bradley King,11/29/2016,shot,knife,29,M,W,Avon,IN,TRUE,other,Not fleeing,FALSE
+Alexander Chance Partain,11/29/2016,shot,undetermined,31,M,W,Iva,SC,FALSE,other,Foot,FALSE
+David K. Crosby-Dowdy,11/30/2016,shot,gun,25,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+"Bruce Randall ""Zeus"" Johnson",12/1/2016,shot,gun,38,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Jose N. Barron Gomez,12/1/2016,shot,gun,,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Quinton Phillips,12/1/2016,shot,gun,83,M,W,Dover,AR,FALSE,attack,Not fleeing,FALSE
+Dylan M. Dalzell,12/2/2016,shot,crowbar,22,M,W,Simpsonsville,KY,FALSE,other,Not fleeing,FALSE
+Derek Lynn Scott,12/2/2016,shot,gun,33,M,W,Tuscumbia,AL,FALSE,attack,Not fleeing,FALSE
+Josh Dunne,12/2/2016,shot,undetermined,36,M,W,Las Cruces,NM,TRUE,undetermined,Not fleeing,FALSE
+Isreal Flores,12/3/2016,shot,gun,38,M,,Metairie,LA,FALSE,attack,Foot,FALSE
+Saif Nasser Mubarek Alameri,12/4/2016,shot,undetermined,26,M,A,Hudson,OH,FALSE,other,Foot,FALSE
+Norman Gary,12/4/2016,shot,gun,29,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Richard R. Jones,12/6/2016,shot,gun,55,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Westley Daum,12/6/2016,shot,gun,47,M,W,Orange City,FL,FALSE,attack,Not fleeing,FALSE
+Steven Wayne Liffel,12/6/2016,shot,gun,52,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Wayne Donald Dorsey,12/6/2016,shot and Tasered,oar,49,M,W,Fruitland Park,FL,FALSE,attack,Other,FALSE
+Keelan Charles Murray,12/7/2016,shot,undetermined,37,M,W,Dallas,TX,FALSE,undetermined,,FALSE
+Redrick Jevon Batiste,12/7/2016,shot,gun,37,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Riedmann,12/7/2016,shot,undetermined,36,M,W,Sioux City,IA,FALSE,other,Not fleeing,FALSE
+Steven Garrett Ward,12/7/2016,shot,knife,20,M,,Avella,PA,TRUE,attack,Not fleeing,FALSE
+Mark Anthony Hicks,12/7/2016,shot and Tasered,knife,31,M,B,Fayetteville,NC,FALSE,other,Not fleeing,TRUE
+TK TK,12/8/2016,shot,gun,,M,,Allen,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Joshua Whitney,12/9/2016,shot,,30,M,O,Keaau,HI,FALSE,other,Not fleeing,FALSE
+Brent Quinn,12/9/2016,shot,gun,,M,W,Leland,NC,FALSE,attack,Not fleeing,FALSE
+Scott MacIntosh,12/9/2016,shot,machete and gun,35,M,W,Forks Township,PA,TRUE,other,Not fleeing,FALSE
+Waltki Williams,12/10/2016,shot,gun,35,M,B,Sumter,SC,FALSE,attack,Foot,TRUE
+Samson G. Varner,12/10/2016,shot,knife,36,M,W,Greenwood,IN,FALSE,other,Not fleeing,TRUE
+Randy Lee Cumberledge,12/11/2016,shot,,39,M,W,Fairmont,WV,FALSE,other,Not fleeing,FALSE
+Jose Angel Vallarta,12/11/2016,shot,knife,30,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Amber Lewis,12/11/2016,shot,toy weapon,44,F,W,Bullhead City,AZ,TRUE,attack,Not fleeing,FALSE
+Gary Leon Herd,12/11/2016,shot,gun,24,M,W,Medicine Lodge,KS,FALSE,attack,Not fleeing,FALSE
+Timothy Case,12/11/2016,shot and Tasered,knife,53,M,W,York,NE,TRUE,other,Not fleeing,FALSE
+Francisco Serna,12/12/2016,shot,unarmed,73,M,H,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Rainer Tyler Smith,12/12/2016,shot,gun,31,M,W,Fort Valley,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Robledo,12/12/2016,shot,gun,28,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Lavar Montray Douglas,12/13/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Earl Labon Eubanks,12/13/2016,shot and Tasered,gun,32,M,B,Hampton,GA,TRUE,other,Not fleeing,FALSE
+Robert James Hess,12/15/2016,shot and Tasered,gun,60,M,W,Hacienda Heights,CA,FALSE,attack,Not fleeing,FALSE
+Jeremiah N. Anderson,12/16/2016,shot,gun,36,M,,Dallas,OR,FALSE,attack,Not fleeing,FALSE
+Jimmy Lee Lawson,12/17/2016,shot,knife,48,M,W,Arlington,TN,FALSE,undetermined,Not fleeing,FALSE
+Fidel Barrios,12/17/2016,shot,gun,33,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chassady LeClair,12/17/2016,shot,gun,44,M,N,Everett,WA,FALSE,other,Not fleeing,FALSE
+Ryan Joseph,12/18/2016,shot,undetermined,20,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Paul Kolar,12/18/2016,shot,gun,37,M,W,Ridgefield,WA,FALSE,other,Not fleeing,FALSE
+Ronald Roy Massengale,12/18/2016,shot,gun,72,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Roy Minton,12/19/2016,shot,undetermined,52,M,W,Granite Falls,NC,FALSE,undetermined,Not fleeing,FALSE
+Nick Hamilton,12/20/2016,shot,gun,31,M,,Hemet,CA,FALSE,other,Other,FALSE
+Martin Gomez,12/20/2016,shot,knife,46,M,H,Pharr,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2016,shot,knife,,M,,Brawley,CA,TRUE,other,Not fleeing,FALSE
+Ian Shea King,12/21/2016,shot,tire iron,31,M,,Ponca City,OK,FALSE,other,Not fleeing,FALSE
+Colton Calaway,12/21/2016,shot,gun,25,M,W,Burns Flat,OK,FALSE,attack,Other,FALSE
+William Newman,12/21/2016,shot,,46,M,,Knox,IN,FALSE,other,,FALSE
+Raymond Salaiz,12/21/2016,shot,,38,M,H,Reno,NV,FALSE,attack,Car,FALSE
+Benjamin Ortiz,12/21/2016,shot,knife,25,M,,Fayetteville,AR,TRUE,other,Not fleeing,FALSE
+TK TK,12/21/2016,shot,knife,,M,,Stockton,CA,FALSE,undetermined,Not fleeing,FALSE
+Matthew Blake Richardson,12/21/2016,shot,gun,27,M,W,Saraland,AL,FALSE,attack,Not fleeing,FALSE
+Anthony Lovell Eddington,12/21/2016,shot,gun,24,M,B,Coalinga,CA,FALSE,attack,Not fleeing,FALSE
+Terrence Thomas,12/22/2016,shot,gun,19,M,B,Capitol Heights,MD,FALSE,attack,Not fleeing,FALSE
+Stanley Eversol,12/23/2016,shot,crossbow,55,M,,Palm Harbor,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,12/23/2016,shot,,,M,,El Monte,CA,FALSE,other,Car,FALSE
+Michael Tyler Jacques,12/23/2016,shot and Tasered,undetermined,31,M,W,Bend,OR,TRUE,undetermined,Not fleeing,FALSE
+Daquan Antonio Westbrook,12/24/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,undetermined,Not fleeing,FALSE
+Miriam Ann Savino,12/24/2016,shot,knife,53,F,W,Lake Wales,FL,FALSE,other,Not fleeing,FALSE
+Orande Kandie Hayes,12/24/2016,shot,gun,,M,,Gadsden,AL,FALSE,attack,Foot,FALSE
+Zhonghua Li,12/24/2016,shot,scissors,48,M,A,Pico Rivera,CA,TRUE,attack,Not fleeing,FALSE
+Gerald Hall,12/25/2016,shot,knife,29,M,B,Washington,DC,FALSE,other,Not fleeing,TRUE
+James Tylka,12/25/2016,shot,gun,30,M,W,King City,OR,TRUE,attack,Car,FALSE
+Joseph Garcia,12/25/2016,shot,gun,33,M,,Desha,AR,FALSE,attack,Not fleeing,FALSE
+Michael Alan Altice,12/25/2016,shot,gun,61,M,W,Middleburg,FL,TRUE,attack,Not fleeing,FALSE
+Dustin Kirk,12/27/2016,shot,gun,35,M,,Grass Valley,CA,FALSE,attack,Not fleeing,FALSE
+Judy Boardman,12/27/2016,shot,gun,71,F,W,Pearland,TX,FALSE,attack,Not fleeing,FALSE
+Alfonso Lopez,12/27/2016,shot,knife,41,M,H,North Riverside,IL,FALSE,attack,Not fleeing,FALSE
+Jake Childers,12/27/2016,shot,gun,36,M,W,Campbellton,TX,FALSE,attack,Other,FALSE
+Christopher Blake Tucker,12/28/2016,shot,undetermined,28,M,W,Spring Hill,TN,FALSE,undetermined,Not fleeing,FALSE
+James L. Rich,12/29/2016,shot,gun,52,M,,Chestertown,MD,FALSE,undetermined,Not fleeing,TRUE
+Jamal Rollins,12/30/2016,shot,gun,21,M,B,Miami,FL,FALSE,other,Car,FALSE
+TK TK,12/30/2016,shot,gun,,M,,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Dustin Selby,12/30/2016,shot and Tasered,knife,31,M,,Phoenix,AZ,FALSE,other,Foot,FALSE
+Ricky Whidden,12/31/2016,shot,knife,46,M,W,Loxahatchee,FL,TRUE,attack,Not fleeing,FALSE
+Jason Michael Robison,12/31/2016,shot,gun,32,M,W,Huntingdon County,PA,FALSE,attack,Other,FALSE
+Chase Anthony Tuseth,12/31/2016,shot and Tasered,unarmed,33,M,W,Mankato,MN,FALSE,attack,Not fleeing,FALSE
+John McLaughlin,1/1/2017,shot,gun,42,M,W,Springfield,OH,FALSE,other,Not fleeing,FALSE
+Trevon Johnson,1/1/2017,shot,knife,17,M,B,Villa Park,IL,TRUE,other,Not fleeing,FALSE
+Chad Erik Roberts,1/1/2017,shot,gun,35,M,W,Woodstock,GA,FALSE,attack,Car,FALSE
+Juan Carlos Cuadra,1/1/2017,shot,gun,23,M,H,Houston,TX,FALSE,attack,Foot,FALSE
+Mark Guirguis,1/1/2017,shot,,21,M,B,Allen,TX,FALSE,attack,Car,FALSE
+James E. Lewis,1/1/2017,shot and Tasered,gun,44,M,B,Springfield,MO,TRUE,attack,Foot,FALSE
+Dale Hightower,1/3/2017,shot,gun,53,M,W,Gilmer,TX,TRUE,attack,Not fleeing,TRUE
+James Owens,1/3/2017,shot and Tasered,knife,63,M,B,Brooklyn,NY,TRUE,other,Not fleeing,FALSE
+Joshua Martino,1/4/2017,shot,gun,18,M,W,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Ruben Randolph,1/4/2017,shot,gun,51,M,B,Pomona,CA,FALSE,attack,Foot,FALSE
+Welby O'Dell Mullins,1/4/2017,shot,gun,64,M,W,Lancaster,KY,FALSE,attack,Not fleeing,FALSE
+Richard A. Jackson,1/4/2017,shot,unknown weapon,45,M,W,English,IN,FALSE,attack,Car,FALSE
+Luis Vargas,1/5/2017,shot,gun,20,M,H,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Randy Wayne Cole,1/5/2017,shot,gun,41,M,W,Monteagle,TN,TRUE,attack,Not fleeing,FALSE
+Sean Ryan Hake,1/6/2017,shot,knife,23,M,W,Sharon,PA,TRUE,other,Not fleeing,FALSE
+Jamal Parks,1/6/2017,shot,gun,32,M,B,Deerfield,IL,FALSE,attack,Other,FALSE
+Daniel Scott Giberson,1/7/2017,shot,knife,25,M,W,Princeton,WV,FALSE,other,Car,FALSE
+Travis Edward Baker,1/7/2017,shot,gun,42,M,W,Fairland,OK,FALSE,attack,Other,FALSE
+William Tucker Mathis,1/7/2017,shot,unarmed,41,M,W,Elkridge,MD,TRUE,attack,Not fleeing,FALSE
+Hector Navarrete,1/7/2017,shot,,31,M,H,Northglenn,CO,TRUE,other,Not fleeing,FALSE
+Carlos A. Cruz,1/7/2017,shot,gun,50,M,H,Independence,MO,TRUE,attack,Not fleeing,FALSE
+Gilbert Zambronio-Lovato,1/7/2017,shot,toy weapon,38,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Jason Aldridge,1/8/2017,shot,knife,44,M,W,Cumming,GA,TRUE,other,Not fleeing,FALSE
+JR Williams,1/9/2017,shot,unarmed,38,M,B,Phoenix,AZ,FALSE,other,Foot,TRUE
+Davion Henderson,1/9/2017,shot,gun,21,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Michael Rogers,1/10/2017,shot,knife,32,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Darrion Barnhill,1/10/2017,shot and Tasered,unarmed,23,M,B,Reagan,TN,FALSE,attack,Not fleeing,FALSE
+Ronnie Johnson,1/11/2017,shot,air conditioner,41,M,W,Austin,MN,FALSE,undetermined,Not fleeing,FALSE
+Hafez Abousamra,1/11/2017,shot,gun,41,M,O,Lake Elsinore,CA,FALSE,attack,Other,FALSE
+Jose A. Fernandez-Ventura,1/11/2017,shot,gun,38,M,H,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Kevin Ernest Tree,1/12/2017,shot,gun,54,M,W,Ocala,FL,TRUE,other,Not fleeing,FALSE
+Jamison Christopher Anderson,1/12/2017,shot,gun,20,M,N,Vineland,MN,FALSE,attack,Not fleeing,FALSE
+Rodney L. Hoback,1/12/2017,shot,knife,26,M,W,Pearisburg,VA,TRUE,attack,Not fleeing,FALSE
+Cameron Johnson,1/13/2017,shot,,29,M,O,Kahuku,HI,FALSE,other,Car,FALSE
+Scott Laurance Gilpin,1/14/2017,shot,gun,47,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Jahlire Nicholson,1/14/2017,shot and Tasered,screwdriver,28,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Eric David Anderson,1/15/2017,shot,gun,48,M,W,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Herbert Johnson,1/15/2017,shot,gun,34,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Sinuon Pream,1/15/2017,shot and Tasered,knife,37,F,A,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Dexter Martin Dumarce,1/15/2017,shot and Tasered,knife,33,M,W,Spokane,WA,FALSE,other,Foot,TRUE
+David Wesley Carroll,1/16/2017,shot,gun,36,M,W,Tyrone,GA,FALSE,attack,Other,FALSE
+Charles Christopher McClure,1/16/2017,shot,pole and knife,43,M,W,Fulton,KY,FALSE,other,Not fleeing,FALSE
+Mohammad Azim Doudzai,1/16/2017,shot and Tasered,gun and knife,32,M,A,Herndon,VA,FALSE,attack,Not fleeing,FALSE
+Christopher Dalton Sexton,1/17/2017,shot,gun,29,M,W,Soddy-Daisy,TN,TRUE,attack,Car,FALSE
+Dominic Hodges,1/17/2017,shot,gun,39,M,H,Twentynine Palms,CA,FALSE,attack,Not fleeing,FALSE
+Stoney McJunkin,1/18/2017,shot,metal pipe,40,M,W,Watts,OK,FALSE,attack,Not fleeing,FALSE
+Genevive Dawes,1/18/2017,shot,unarmed,21,F,W,Dallas,TX,FALSE,other,Car,TRUE
+Daniel Darnell Stroughter,1/18/2017,shot,hatchet,50,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Marquis Thomas,1/18/2017,shot,gun,19,M,B,Gary,IN,FALSE,attack,Car,FALSE
+Melvin DeLong,1/18/2017,shot,gun,28,M,N,Grand Forks,ND,FALSE,attack,Not fleeing,FALSE
+Marlon Joel Rodas-Sanchez,1/18/2017,shot and Tasered,knife,16,M,H,Salinas,CA,FALSE,other,Not fleeing,TRUE
+William D. Fisher,1/19/2017,shot,gun,49,M,W,Woodford,VA,TRUE,other,Not fleeing,FALSE
+Christopher Garza,1/19/2017,shot,gun,44,M,H,Fritch,TX,FALSE,attack,Foot,FALSE
+Elijah Smith,1/19/2017,shot and Tasered,knife,25,M,W,Florissant,MO,TRUE,attack,Not fleeing,FALSE
+Gino Martin Palazzolo,1/20/2017,shot,gun,39,M,W,Gainesville,FL,TRUE,attack,Not fleeing,FALSE
+Ronnie Lee Shorter,1/21/2017,shot,gun,44,M,B,Greenville,MS,FALSE,attack,Not fleeing,FALSE
+Paul Carr Palmer,1/21/2017,shot and Tasered,knife,50,M,W,Jean,NV,TRUE,attack,Not fleeing,FALSE
+Jon M. Alspaugh,1/22/2017,shot,gun,57,M,W,Waldoboro,ME,FALSE,attack,Not fleeing,FALSE
+Christopher Thompkins,1/22/2017,shot,gun,57,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jorge Victor,1/22/2017,shot,gun,33,M,H,Carson,CA,FALSE,other,Not fleeing,FALSE
+Angel Ramos,1/23/2017,shot,knife,21,M,H,Vallejo,CA,FALSE,attack,Not fleeing,TRUE
+Gary Mark Wigley,1/23/2017,shot,gun,52,M,W,Brooklet,GA,FALSE,attack,Foot,FALSE
+Daniel D. Rogers,1/23/2017,shot,unarmed,27,M,W,Springfield,IL,TRUE,attack,Not fleeing,TRUE
+Bruce Altenburger,1/23/2017,shot,gun,60,M,W,Wilmington,DE,TRUE,other,Not fleeing,FALSE
+Armond Brown,1/23/2017,shot and Tasered,knife,25,M,B,Kenner,LA,TRUE,other,Not fleeing,FALSE
+Josue Gallardo,1/24/2017,shot,gun,34,M,H,Atascadero,CA,FALSE,other,Not fleeing,FALSE
+Dakota A. Lukecart,1/24/2017,shot,unarmed,22,M,W,Sugar Creek,MO,FALSE,other,Car,FALSE
+Arties Manning,1/24/2017,shot,gun,26,M,B,New Orleans,LA,FALSE,attack,Car,TRUE
+Antonio Arturo Perez Garcia,1/24/2017,shot,gun,27,M,H,Bakersfield,CA,FALSE,attack,Other,FALSE
+Jeremy Lopez-Robledo,1/24/2017,shot,knife,29,M,H,Las Cruces,NM,TRUE,attack,Foot,TRUE
+Jonathan David Sper,1/24/2017,shot,unarmed,30,M,W,Algoma Township,MI,TRUE,attack,Not fleeing,FALSE
+Ramon Milanez,1/24/2017,shot,gun,32,M,H,Kuna,ID,FALSE,attack,Car,FALSE
+Jose Efrain Rodriguez,1/24/2017,shot and Tasered,gun,18,M,H,Lancaster City,PA,FALSE,attack,Not fleeing,FALSE
+Micah R. Lambert,1/25/2017,shot,,37,M,W,Oxford,AL,TRUE,attack,Car,FALSE
+Kevin Darnell Washington,1/25/2017,shot,gun,54,M,B,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Donovan Paul Scheurich,1/25/2017,shot,gun,50,M,W,Millston,WI,TRUE,attack,Not fleeing,TRUE
+Josue Javier Diaz,1/26/2017,shot,gun,28,M,H,Charlotte,NC,FALSE,other,Car,FALSE
+Kerry Lee Coomer,1/26/2017,shot,gun,59,M,W,Overlea,MD,TRUE,attack,Not fleeing,TRUE
+Deaundre Phillips,1/26/2017,shot,gun,24,M,B,Atlanta,GA,FALSE,other,Car,TRUE
+William Brigham,1/26/2017,shot,metal pipe,34,M,W,Madison Township,OH,FALSE,other,Not fleeing,FALSE
+Eduardo Hernandez,1/27/2017,shot,gun,25,M,H,Alhambra,CA,TRUE,attack,Not fleeing,TRUE
+Gerardo Coronado,1/28/2017,shot,gun,25,M,H,Fort Stockton,TX,FALSE,attack,Car,FALSE
+Mi'Chance Dunlap-Gittens,1/28/2017,shot,gun,17,M,B,Des Moines,WA,FALSE,attack,Not fleeing,FALSE
+Matthew Zank,1/28/2017,shot,toy weapon,48,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Bradley Joseph Szacaks,1/28/2017,shot,gun,45,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Val Thomas,1/29/2017,shot,Taser,53,M,,Oakdale,CT,TRUE,attack,Not fleeing,FALSE
+Steve Salgado,1/29/2017,shot,unarmed,18,M,H,Santa Ana,CA,FALSE,other,Foot,FALSE
+Marvin Washington,1/30/2017,shot,gun,50,M,B,Kiowa,OK,FALSE,other,Not fleeing,FALSE
+Jeremy Dowell,1/30/2017,shot,knife,36,M,W,Lynnwood,WA,TRUE,other,Not fleeing,FALSE
+Refugio Alvarez,1/30/2017,shot and Tasered,gun and knife,45,M,H,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Spencer Herckt,1/30/2017,shot and Tasered,beer bottle,42,M,W,Modesto,CA,FALSE,other,Not fleeing,FALSE
+TK TK,1/31/2017,shot and Tasered,knife,,M,B,Hollywood,CA,TRUE,attack,Not fleeing,FALSE
+Tavis Crane,2/1/2017,shot,,23,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+Michael Russo,2/1/2017,shot,,31,M,B,Highland,CA,FALSE,attack,Car,FALSE
+Kris Kristl,2/2/2017,shot,toy weapon,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Michael Sword,2/2/2017,shot,gun,57,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Miguel Angel Silva,2/2/2017,shot,gun,18,M,H,Wichita Falls,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose Gonzales Lera,2/3/2017,shot,gun,27,M,H,Olympic Valley,CA,FALSE,attack,Car,FALSE
+Yia Lee,2/3/2017,shot,gun,41,M,A,Panhandle,TX,FALSE,attack,Not fleeing,FALSE
+William David Whetstone,2/3/2017,shot,gun,33,M,W,Hickory,NC,FALSE,attack,Not fleeing,TRUE
+Jamake Cason Thomas,2/3/2017,shot,gun,22,M,B,Rowland,NC,FALSE,attack,Car,FALSE
+Daniel McMasters,2/3/2017,shot,gun,38,M,W,Grafton,WV,FALSE,attack,Not fleeing,FALSE
+Marco A. Gomez,2/3/2017,shot,,26,M,H,Forest Park,IL,FALSE,other,Car,FALSE
+Daniel Loren Rucker,2/3/2017,shot,gun,45,M,W,Irving,TX,FALSE,other,Not fleeing,FALSE
+Johnnie J. Harris,2/4/2017,shot,gun,68,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Thomas Scott Henry,2/4/2017,shot,gun,56,M,W,DeLand,FL,TRUE,attack,Not fleeing,FALSE
+Peter Torres,2/4/2017,shot,unarmed,23,M,H,Moultrie,GA,FALSE,other,Not fleeing,FALSE
+Nana Adomako,2/5/2017,shot,unarmed,45,M,B,Fremont,CA,TRUE,attack,Not fleeing,FALSE
+Shelly Porter,2/5/2017,shot,gun,41,M,B,Englewood,OH,TRUE,attack,Not fleeing,TRUE
+Andrew Byrd,2/5/2017,shot,,33,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Jerome Allen,2/6/2017,shot,toy weapon,22,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Cole Wooley,2/6/2017,shot,gun,50,M,B,Commerce City,CO,TRUE,attack,Not fleeing,FALSE
+Gerardo Vasquez,2/6/2017,shot and Tasered,knife,52,M,H,Santa Monica,CA,TRUE,attack,Foot,FALSE
+Bradley Nelson,2/7/2017,shot,gun,35,M,W,Mt. Pleasant,TN,TRUE,attack,Car,FALSE
+Curtis Jamal Deal,2/7/2017,shot,gun,18,M,B,Baltimore,MD,FALSE,other,Other,TRUE
+Richard Latimer,2/7/2017,shot,gun,34,M,W,Howland Township,OH,FALSE,attack,Not fleeing,FALSE
+Kenneth B. Huntzinger,2/7/2017,shot,,51,M,W,Richmond,KY,FALSE,other,,FALSE
+Alex Christopher Davis,2/7/2017,shot and Tasered,piece of wood,18,M,W,Jackson County,AL,FALSE,other,Not fleeing,FALSE
+Donald Parker,2/8/2017,shot,gun,29,M,W,Brookville,IN,FALSE,other,Not fleeing,FALSE
+Henry James Hunter,2/8/2017,shot,knife,34,M,N,Anadarko,OK,FALSE,other,,FALSE
+Chad Robertson,2/8/2017,shot,unarmed,25,M,B,Chicago,IL,FALSE,other,Foot,FALSE
+Quanice Derrick Hayes,2/9/2017,shot,toy weapon,17,M,B,Portland,OR,FALSE,undetermined,Foot,FALSE
+TK TK,2/9/2017,shot,undetermined,,M,,Crownpoint,NM,FALSE,undetermined,,FALSE
+Vincent Palma,2/9/2017,shot and Tasered,unarmed,26,M,W,Geneva Township,OH,FALSE,other,Not fleeing,FALSE
+Juan Salinas,2/9/2017,shot and Tasered,knife,33,M,H,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Justin Burton,2/10/2017,shot,knife,25,M,W,Vancouver,WA,FALSE,other,Foot,FALSE
+Jocques Scott Clemmons,2/10/2017,shot,gun,31,M,B,Nashville,TN,FALSE,other,Foot,FALSE
+Kadhar Bailey,2/10/2017,shot,,25,M,W,Vassalboro,ME,FALSE,other,,FALSE
+Ambroshia Fagre,2/10/2017,shot,unarmed,18,F,W,Vassalboro,ME,FALSE,other,,FALSE
+James Stephen McMullen,2/10/2017,shot,gun,45,M,W,Bethany,OK,FALSE,attack,Not fleeing,FALSE
+Carlos Keith Blackman,2/10/2017,shot,gun,25,M,B,Greensboro,NC,FALSE,attack,Other,TRUE
+Darryl L. Fuqua,2/10/2017,shot,gun,23,M,B,Bridgeton,NJ,FALSE,undetermined,Foot,FALSE
+Michelle Robey,2/10/2017,shot and Tasered,knife,55,F,W,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+Jason Robert Mendez,2/11/2017,shot,gun,37,M,W,Greenville,SC,FALSE,other,Not fleeing,FALSE
+Pekelo Sanchez,2/11/2017,shot,,33,M,A,Aiea,HI,FALSE,other,Car,FALSE
+Alonzo E. Ashley,2/11/2017,shot,gun,27,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William A. Young,2/11/2017,shot,metal stick,32,M,W,Louisville,KY,TRUE,attack,Not fleeing,TRUE
+TK TK,2/12/2017,shot,,,M,,Terrell,TX,FALSE,other,Other,FALSE
+Willard Eugene Scott,2/12/2017,shot,gun,31,M,B,Durham,NC,FALSE,other,Other,FALSE
+Bryan Devin Carreno,2/12/2017,shot,knife,26,M,H,Santa Barbara,CA,TRUE,other,Foot,FALSE
+Brandon S. Lambert,2/13/2017,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Drey Krause,2/13/2017,shot,gun,53,M,W,Golden Shores,AZ,FALSE,attack,Not fleeing,FALSE
+Raynard Burton,2/13/2017,shot,unarmed,19,M,B,Detroit,MI,FALSE,attack,Other,FALSE
+Michael Lee Morris,2/14/2017,shot,knife,53,M,W,Columbus,OH,TRUE,other,Not fleeing,FALSE
+David Zimmerman,2/14/2017,shot,,35,M,W,Vincennes,IN,FALSE,other,Other,FALSE
+Steven C. Oliger,2/14/2017,shot,gun,64,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Lee Bailey,2/15/2017,shot,gun,24,M,B,Durham,NC,FALSE,attack,Foot,FALSE
+Andrew McClendon,2/15/2017,shot,knife,33,M,W,Cape Girardeau,MO,FALSE,other,Not fleeing,FALSE
+Mauro Garnica,2/15/2017,shot,unknown weapon,55,M,H,Newman,CA,FALSE,attack,Not fleeing,FALSE
+Kadeem Torres,2/16/2017,shot,gun,17,M,B,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Joseph Tamayo,2/16/2017,shot,gun,48,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jimmy Briggs,2/16/2017,shot,gun,21,M,B,Gardena,CA,FALSE,attack,Foot,FALSE
+Jonathon  Daniel Simmons,2/16/2017,shot,gun,22,M,W,Douglas City,CA,FALSE,other,Not fleeing,FALSE
+Joshua Henry,2/17/2017,shot,unarmed,30,M,W,Grand Prarie,TX,TRUE,attack,Not fleeing,TRUE
+David English,2/17/2017,shot,knife,34,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Jean R. Valescot,2/17/2017,shot,gun,35,M,B,Big Lake,AK,FALSE,attack,Not fleeing,FALSE
+Jesse Enjaian,2/17/2017,shot,gun,32,M,W,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Chance David Baker,2/18/2017,shot,toy weapon,22,M,B,Portland,ME,TRUE,other,Not fleeing,FALSE
+Keo Crockett,2/18/2017,shot,gun,46,M,B,Efland,NC,FALSE,attack,Not fleeing,FALSE
+Christopher Carter,2/19/2017,shot,knife,27,M,B,Kent,OH,FALSE,attack,Not fleeing,FALSE
+Sergio Reyes,2/19/2017,shot,toy weapon,18,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Kyle Riggs,2/19/2017,shot,gun,33,M,W,Bull Shoals,AR,FALSE,attack,Not fleeing,FALSE
+Manuel Encinas,2/19/2017,shot,gun,26,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Jason Fanning,2/20/2017,shot,unarmed,27,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Taylor Hodge,2/20/2017,shot and Tasered,knife,26,M,W,Brooksville,FL,TRUE,attack,Not fleeing,FALSE
+Douglas Michael Smith,2/21/2017,shot,gun,51,M,W,Beaverton,OR,TRUE,other,Not fleeing,FALSE
+Don Clark,2/21/2017,shot,gun,63,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Nicolas Sanchez,2/21/2017,shot,gun,38,M,H,Roy,UT,FALSE,attack,Not fleeing,TRUE
+Bartolo Justice Sambrano,2/21/2017,shot,gun,25,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Misael Macias Cano,2/21/2017,shot,gun,39,M,H,Colorado Springs,CO,FALSE,other,Other,FALSE
+Medger Blake,2/22/2017,shot,knife,41,M,B,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Kyle Copson,2/22/2017,shot,knife,26,M,W,Princeton,WV,TRUE,other,Not fleeing,FALSE
+Morgan London Rankins,2/22/2017,shot,knife,30,F,B,Austin,TX,TRUE,other,Car,FALSE
+David Lee Montano,2/23/2017,shot,gun,33,M,H,Newton,KS,FALSE,attack,Not fleeing,FALSE
+Kenneth Robertson,2/23/2017,shot,gun,54,M,,Fairfax,OK,FALSE,attack,Not fleeing,FALSE
+Jimmie Patton,2/23/2017,shot,gun,38,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Steven Valenzuela,2/23/2017,shot,gun,24,M,H,Reno,NV,FALSE,other,Foot,FALSE
+Timothy Lionel Williams,2/23/2017,shot,gun,47,M,B,Washington,DC,FALSE,attack,Foot,TRUE
+Michael T. Stoudt,2/24/2017,shot,gun,62,M,W,Reading,PA,FALSE,attack,Not fleeing,FALSE
+Joey Isgrigg,2/24/2017,shot,gun,30,M,W,London,KY,TRUE,attack,Not fleeing,FALSE
+Jacqueline Cheyanne Johnson,2/24/2017,shot,gun,33,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Lorenzo Antoine Cruz,2/25/2017,shot,toy weapon,23,M,B,Rocklin,CA,TRUE,attack,Foot,FALSE
+William Dwayne Darby,2/25/2017,shot,gun,39,M,W,Lumpkin,GA,FALSE,attack,Car,FALSE
+Jacob Taulbee,2/26/2017,shot,knife,41,M,W,Englewood,FL,FALSE,other,Not fleeing,FALSE
+Evin Sanna Olsen,2/26/2017,shot,,46,F,W,Ripon,CA,FALSE,other,Car,FALSE
+Barry Michael Zumwalt,2/26/2017,shot,gun,36,M,W,Aragonite,UT,TRUE,other,Not fleeing,FALSE
+James Leroy Marker,2/26/2017,shot,gun,66,M,W,Floral City,FL,FALSE,other,Car,FALSE
+Joey J. Bridges,2/27/2017,shot,gun,27,M,W,Shelby,NC,TRUE,attack,Foot,FALSE
+Shawn M. Igers,2/27/2017,shot,gun,40,M,W,Corning,WI,FALSE,attack,Not fleeing,FALSE
+Earl Riley,2/28/2017,shot,gun,25,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Redding,2/28/2017,shot,gun,20,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+Jose Olivares,2/28/2017,shot,gun,43,M,H,Houma,LA,TRUE,other,Not fleeing,FALSE
+Epthen Lamont Johnson,3/1/2017,shot,knife,40,M,B,Lufkin,TX,FALSE,attack,Not fleeing,TRUE
+John Hall,3/2/2017,shot,gun,33,M,W,Rib Mountain,WI,TRUE,attack,Not fleeing,FALSE
+Isidro Bazan Jr,3/2/2017,shot,baseball bat,34,M,H,San Marcos,CA,FALSE,other,Not fleeing,FALSE
+Michael Cisneros,3/2/2017,shot,toy weapon,27,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rafael Navarro-Garcia,3/2/2017,shot,gun,25,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Ramon Andrade,3/2/2017,shot,knife,37,M,H,Paterson,NJ,TRUE,other,Not fleeing,FALSE
+Michael Kocher,3/3/2017,shot,gun,32,M,W,Englewood,CO,TRUE,other,Not fleeing,FALSE
+Dave Phoenix,3/3/2017,shot,toy weapon,25,M,N,Lemoore,CA,FALSE,attack,Not fleeing,FALSE
+George Lee Seeton,3/4/2017,shot,,38,M,W,Oklahoma City,OK,FALSE,attack,Car,TRUE
+Joseph Scott Inabinet,3/4/2017,shot,gun,50,M,W,Fountain Inn,SC,TRUE,attack,Not fleeing,FALSE
+Edward Manning,3/4/2017,shot,metal object,26,M,W,Cabazon,CA,FALSE,other,Foot,FALSE
+Alejandro Valencia Mendez,3/4/2017,shot and Tasered,pipe,70,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Roy Dale Evans,3/7/2017,shot,unarmed,38,M,W,Medina,OH,FALSE,other,Car,FALSE
+Dennis Todd Rogers,3/7/2017,shot and Tasered,sharp object,41,M,B,Ladera Heights,CA,TRUE,other,Not fleeing,FALSE
+Frank W. Wratny,3/8/2017,shot,gun,91,M,W,Union Township,PA,FALSE,attack,Not fleeing,FALSE
+TK TK,3/8/2017,shot,knife,,M,,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Iaroslav Mosiiuk,3/8/2017,shot,gun,25,M,W,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Steven Schiltz,3/9/2017,shot,baseball bat and bottle,29,M,W,Huntington Beach,CA,TRUE,other,Not fleeing,FALSE
+Jesus Alberto Geney,3/9/2017,shot and Tasered,knife,24,M,H,Santa Clara,CA,TRUE,other,,FALSE
+Damon Seitz,3/10/2017,shot,gun,40,M,W,Escondido,CA,TRUE,attack,Not fleeing,FALSE
+Mark Robert Carlberg,3/11/2017,shot,gun,51,M,W,Midlothian,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Wiley,3/11/2017,shot,gun,30,M,B,East Baton Rouge,LA,FALSE,attack,,FALSE
+Manuel Gonzalez,3/12/2017,shot,knife,28,M,H,Bellingham,WA,FALSE,attack,Foot,TRUE
+Michael Anthony Perez,3/12/2017,shot and Tasered,knife,33,M,H,Orange,CA,TRUE,other,Not fleeing,FALSE
+Luke O. Stewart,3/13/2017,shot,,23,M,B,Euclid,OH,FALSE,other,,TRUE
+Noel Aaron Russell,3/13/2017,shot,knife,23,M,W,Napa,CA,TRUE,other,Not fleeing,FALSE
+Rashad Daquan Opher,3/13/2017,shot,,20,M,B,Woodlawn,MD,FALSE,other,Other,TRUE
+Christopher Apostolos,3/14/2017,shot,unarmed,56,M,W,Toms River,NJ,TRUE,attack,,FALSE
+Ryan L. Rosa,3/14/2017,shot,,36,M,W,Fife,WA,FALSE,attack,Not fleeing,FALSE
+Alexander Meltz,3/14/2017,shot,gun,18,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+Shawn Anthony Dumitras,3/14/2017,shot,gun,43,M,W,Panama City Beach,FL,FALSE,attack,,FALSE
+"Elena ""Ebbie"" Mondragon",3/14/2017,shot,unarmed,16,F,H,Hayward,CA,FALSE,other,,FALSE
+Cordale Quinn Handy,3/15/2017,shot,gun,29,M,B,St. Paul,MN,FALSE,other,Not fleeing,FALSE
+Todd Munson,3/15/2017,shot,,25,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Frederick Ricardo Brown,3/16/2017,shot,gun,34,M,B,Warren,MI,FALSE,attack,Not fleeing,FALSE
+Jermaine Claybrooks,3/16/2017,shot,gun,32,M,B,Milwaukee,WI,FALSE,other,Not fleeing,TRUE
+Daniel Donarski,3/16/2017,shot,gun,58,M,W,Deltona,FL,TRUE,attack,Not fleeing,FALSE
+Rodney James Hess,3/16/2017,shot,,36,M,B,Alamo,TN,TRUE,attack,Not fleeing,TRUE
+Patrick Earl Gatson,3/16/2017,shot and Tasered,gun,32,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Brentant M. Lahey,3/17/2017,shot,knife,25,M,W,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Nancy Jane Lewellyn,3/17/2017,shot,toy weapon,59,F,W,Lakeland,TN,TRUE,attack,Not fleeing,FALSE
+Desmond Phillips,3/17/2017,shot and Tasered,knife,25,M,B,Chico,CA,TRUE,other,Not fleeing,FALSE
+Kevin C. Perry,3/18/2017,shot,gun,25,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Benjamin Christian Barnes,3/18/2017,shot,gun,42,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Jason Dennis Watkins,3/18/2017,shot,,36,M,W,Cedartown,GA,FALSE,other,Car,FALSE
+Clifton Knickmeyer,3/19/2017,shot,gun,59,M,W,Affton,MO,FALSE,attack,Other,FALSE
+Alteria Woods,3/19/2017,shot,unarmed,21,F,B,Gifford,FL,FALSE,other,Not fleeing,FALSE
+Trevor Allen Brice Gingras,3/19/2017,shot,gun,19,M,W,Cape Canaveral,FL,FALSE,attack,Foot,FALSE
+Mario Simoes,3/19/2017,shot,gun,45,M,H,DeLand,FL,TRUE,other,Car,FALSE
+TK Tk,3/19/2017,shot,knife,,M,,Desert Hot Springs,CA,FALSE,attack,Not fleeing,FALSE
+Charles Harris,3/22/2017,shot,knife,42,M,W,Booneville,KY,FALSE,other,Not fleeing,FALSE
+Don Johnson,3/22/2017,shot,gun,27,M,B,Crowley,LA,FALSE,attack,Not fleeing,FALSE
+Nengmy Vang,3/22/2017,shot,gun,45,M,A,Weston,WI,FALSE,attack,,FALSE
+William Stokes,3/23/2017,shot,machete,51,M,B,Des Moines,WA,TRUE,other,Not fleeing,FALSE
+Eddie Davis,3/23/2017,shot,knife,42,M,B,Sheridan,AR,FALSE,attack,Car,FALSE
+Francisco Valdez,3/23/2017,shot,knife,24,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Reno Joseph Owens,3/24/2017,shot,knife,39,M,B,Baltimore,MD,TRUE,other,Not fleeing,TRUE
+Austin Tyler Macon,3/24/2017,shot,gun,18,M,W,Cottonwood,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Gambaro,3/24/2017,shot,gun,26,M,H,Cisco,TX,FALSE,other,Foot,FALSE
+Fred Barragan,3/25/2017,shot,gun,35,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Paul Parienlla,3/26/2017,shot,gun,53,M,W,Anderson,CA,FALSE,attack,Not fleeing,FALSE
+Michael Hornibrook,3/26/2017,shot,gun,54,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+Justin Quincy Smith,3/26/2017,shot,gun,36,M,W,Wasilla,AK,FALSE,attack,Other,FALSE
+David Eric Ufferman,3/26/2017,shot,unarmed,56,M,W,Delray Beach,FL,TRUE,attack,Not fleeing,FALSE
+Steven Hopwood,3/27/2017,shot,gun,51,M,W,Lewisburg,TN,FALSE,attack,Not fleeing,FALSE
+Pryor Spencer Bailey,3/27/2017,shot,gun,45,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Richard Alexander Tilley,3/27/2017,shot,knife,28,M,W,Montgomery Village,MD,FALSE,other,Not fleeing,TRUE
+Peter J. Doffin,3/28/2017,shot,gun,36,M,W,Lafayette,IN,FALSE,attack,Car,FALSE
+Lee Pat Milks,3/28/2017,shot,gun,73,M,W,Manistee,MI,FALSE,attack,Not fleeing,FALSE
+Daniel Hendrix,3/29/2017,shot,gun,26,M,W,Chattanooga,TN,FALSE,other,Not fleeing,FALSE
+Troy Boyle,3/29/2017,shot,gun,41,M,W,Stockton,IL,FALSE,attack,Car,FALSE
+Doyle Wayne Johnson,3/29/2017,shot,gun,59,M,W,Byars,OK,FALSE,attack,Car,FALSE
+Leroy Brown,3/29/2017,shot,undetermined,28,M,B,New Castle,DE,FALSE,other,Car,FALSE
+Fred Ratliff,3/29/2017,shot,gun,45,M,W,Lawrenceburg,KY,FALSE,attack,Not fleeing,FALSE
+Dennis Wasson,3/29/2017,shot,,27,M,W,Whitewright,TX,FALSE,other,Car,FALSE
+Christopher Angelo Pizzichetta,3/30/2017,shot,,46,M,W,Cranbury Township,NJ,FALSE,other,Car,FALSE
+Marcus Williams,4/1/2017,shot,gun,34,M,B,Cantonment,FL,FALSE,attack,Foot,FALSE
+Phosowath Sengphong,4/1/2017,shot,knife,30,M,A,New Iberia,LA,FALSE,other,,FALSE
+Jose Antonio Hernandez,4/3/2017,shot and Tasered,gun,46,M,H,Pendleton,SC,TRUE,other,Not fleeing,TRUE
+Rogelio Vidal Landa,4/4/2017,shot,unarmed,47,M,H,Bakersfield,CA,FALSE,other,Foot,FALSE
+Michael Maldonado,4/4/2017,shot,,32,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Stephen Connard Ferry,4/4/2017,shot,gun,65,M,W,Napa,CA,FALSE,attack,Car,FALSE
+Michael Alcaraz,4/5/2017,shot,gun,19,M,H,Goshen,IN,FALSE,attack,Car,FALSE
+Austin Dakota Snyder,4/5/2017,shot,,22,M,W,Little Rock,AR,FALSE,other,,FALSE
+Christopher Wade,4/6/2017,shot,toy weapon,39,M,B,Westerville,OH,TRUE,attack,Not fleeing,FALSE
+Benjamin Ailstock,4/6/2017,shot,gun,38,M,W,Madison Township,OH,TRUE,attack,Not fleeing,FALSE
+Glenn Watenpool,4/6/2017,shot,gun,68,M,W,Bradenton,FL,FALSE,attack,Not fleeing,FALSE
+Richard Xavier Summers,4/6/2017,shot,gun,49,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kenneth Francis,4/6/2017,shot,gun,37,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+Jeffrey Lynn Curry,4/7/2017,shot,gun,33,M,A,Kyle,SD,FALSE,attack,Car,FALSE
+Gregory Kever,4/8/2017,shot,knife,25,M,W,Eau Claire,WI,FALSE,other,Not fleeing,FALSE
+Jose Gonzales Rendon,4/9/2017,shot,knife,36,M,H,Santa Paula,CA,FALSE,attack,Not fleeing,FALSE
+William Baker,4/9/2017,shot,gun,36,M,,Ontario,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Findlay,4/10/2017,shot,gun,30,M,W,Cleveland,OH,FALSE,other,Not fleeing,FALSE
+TK TK,4/10/2017,shot,gun,39,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Zelalem Eshetu Ewnetu,4/12/2017,shot,gun,28,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Erik Pamias,4/13/2017,shot,,28,M,W,Avondale,AZ,FALSE,other,Not fleeing,FALSE
+Charles Johnston,4/13/2017,shot,gun,25,M,W,Udall,KS,FALSE,attack,Car,FALSE
+Thomas Gezotis,4/13/2017,shot,gun,57,M,W,Suffield,CT,FALSE,other,,FALSE
+Charles Shands,4/14/2017,shot,gun,33,M,W,Spanaway,WA,TRUE,other,Car,FALSE
+Ivan Wilson,4/14/2017,shot,knife,24,M,N,Mandan,ND,FALSE,other,Not fleeing,FALSE
+TK TK,4/14/2017,shot,gun,,M,,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Olugbalah Ridley,4/15/2017,shot,gun,33,M,B,West Memphis,AR,FALSE,attack,,FALSE
+David Airth,4/15/2017,shot,knife,56,M,W,Newport Beach,CA,FALSE,other,Not fleeing,FALSE
+Frederick H. Hall,4/15/2017,shot,gun,56,M,W,Colebrook Township,OH,TRUE,attack,Not fleeing,FALSE
+Isaiah Murrietta-Golding,4/15/2017,shot,unarmed,16,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Darren Jahnke,4/16/2017,shot,gun,47,M,W,Vadnais Heights,MN,FALSE,other,Not fleeing,FALSE
+Michael Zennie Dial II,4/17/2017,shot,,33,M,W,Clarksville,TN,FALSE,other,Car,FALSE
+Casey Desper,4/18/2017,shot,,32,M,W,Brandywine,WV,FALSE,attack,Car,FALSE
+Keith Price,4/19/2017,shot,gun,21,M,B,Wilmington,DE,FALSE,attack,Other,TRUE
+Marion Lee Holliday,4/20/2017,shot,gun,64,M,W,Logan County,OK,TRUE,attack,Not fleeing,FALSE
+Damarius Butts,4/20/2017,shot,gun,19,M,B,Seattle,WA,FALSE,attack,,FALSE
+Jose Trejo,4/20/2017,shot,gun,26,M,H,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Pequeno,4/20/2017,shot,,25,M,H,Glendale,AZ,FALSE,other,Car,FALSE
+Sariah Marie Lane,4/20/2017,shot,unarmed,17,F,W,Glendale,AZ,FALSE,other,Car,FALSE
+Ray Valdez,4/20/2017,shot and Tasered,knife,55,M,H,San Antonio,TX,FALSE,other,,FALSE
+Chance Rickie Thompson,4/21/2017,shot,gun,25,M,W,West Linn,OR,TRUE,other,Not fleeing,FALSE
+Joseph Sin,4/22/2017,shot,hatchet and gun,43,M,A,Yuba City,CA,FALSE,attack,Foot,FALSE
+William D. Spates,4/22/2017,shot,,39,M,B,Portage,IN,TRUE,other,Not fleeing,FALSE
+Michael Wilson-Salzl,4/22/2017,shot,knife,24,M,W,Hamilton,OH,TRUE,other,Not fleeing,FALSE
+Wayne Noel Simard,4/23/2017,shot,gun,70,M,W,Prescott,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Becker,4/24/2017,shot,gun,79,M,W,Stewartstown,PA,TRUE,attack,Not fleeing,FALSE
+Kendell Wilson,4/24/2017,shot,gun,16,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Jacy Kevin McManus,4/24/2017,shot,unarmed,35,M,W,Wolf Creek,OR,FALSE,attack,Not fleeing,FALSE
+Daezion Turner,4/24/2017,shot,gun,15,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Hakim McNair,4/25/2017,shot,gun,23,M,B,Newark,NJ,FALSE,other,Car,FALSE
+Fred Cardenas,4/25/2017,shot,gun,53,M,H,Fort Worth,TX,TRUE,attack,,TRUE
+Juan Manuel Avilla,4/25/2017,shot,,20,M,H,Bellflower,CA,FALSE,other,Car,FALSE
+Gavin Williams,4/25/2017,shot and Tasered,knife,27,M,B,Lizella,GA,FALSE,other,Not fleeing,FALSE
+Charles Bossinger,4/26/2017,shot,gun,53,M,W,Lewistown,PA,TRUE,other,Not fleeing,FALSE
+Jason Thomas Christian,4/26/2017,shot,,32,M,W,Columbus,OH,FALSE,other,Car,FALSE
+Selwyn Aubrey Hall,4/26/2017,shot and Tasered,Taser,57,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Burgon Sealy,4/27/2017,shot,gun,26,M,B,Middletown,DE,FALSE,attack,Not fleeing,FALSE
+Tim A. Holmgren,4/27/2017,shot,gun,53,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Avery Richard,4/28/2017,shot,gun,32,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Luis Fernando Pacheco,4/28/2017,shot,gun,25,M,H,San Mateo,CA,FALSE,attack,Not fleeing,FALSE
+Jordan Edwards,4/29/2017,shot,unarmed,15,M,B,Balch Springs,TX,FALSE,undetermined,Not fleeing,TRUE
+Gene Bernhardt,4/29/2017,shot,crossbow,59,M,W,Papaaloa,HI,FALSE,other,Not fleeing,FALSE
+Caleb Jackson,4/29/2017,shot,gun,35,M,B,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Andrew James Lucero,4/29/2017,shot,,33,M,H,Eldorado,NM,FALSE,attack,Not fleeing,TRUE
+Devin Hawkins,4/30/2017,shot,gun,32,M,W,Tom,OK,TRUE,attack,Not fleeing,FALSE
+Peter Raymond Selis,4/30/2017,shot,gun,49,M,W,University City,CA,FALSE,attack,Not fleeing,FALSE
+James Edward Ray,4/30/2017,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Joseph William Alain,5/1/2017,shot,gun,25,M,W,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Jason Sebastian Roque,5/2/2017,shot,gun,20,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Rodney Henderson,5/2/2017,shot and Tasered,knife,48,M,B,Irving,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/3/2017,shot,knife,,M,,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Mirza Tatlic,5/3/2017,shot,gun,24,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Malik Carey,5/3/2017,shot,gun,18,M,B,Grand Rapids,MI,FALSE,attack,Not fleeing,TRUE
+William Dean,5/3/2017,shot,gun,67,M,W,Peachtree City,GA,TRUE,attack,Not fleeing,FALSE
+Nicholas Flusche,5/3/2017,shot,knife,26,M,W,San Francisco,CA,FALSE,attack,Not fleeing,TRUE
+Lucille Espinosa,5/4/2017,shot,gun,54,F,H,Katy,TX,TRUE,other,Not fleeing,FALSE
+Jacob Peterson,5/6/2017,shot,toy weapon,15,M,W,San Diego,CA,TRUE,attack,Not fleeing,TRUE
+Cedric Jamal Mifflin,5/7/2017,shot,undetermined,27,M,B,Phenix City,AL,FALSE,undetermined,Other,TRUE
+Jose Hernandez-Rossy,5/7/2017,shot,gun,26,M,H,Buffalo,NY,FALSE,attack,Foot,FALSE
+Steven Price,5/7/2017,shot,ax,62,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Landon Nobles,5/7/2017,shot,gun,24,M,B,Austin,TX,FALSE,attack,Foot,FALSE
+Mikel Laney McIntyre,5/8/2017,shot,rock,32,M,B,Rancho Cordova,CA,TRUE,attack,Foot,FALSE
+Anthony David Soderberg,5/8/2017,shot,gun,29,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Jayson Negron,5/9/2017,shot,,16,M,H,Bridgeport,CT,FALSE,undetermined,Car,FALSE
+Terry Percy Campbell,5/9/2017,shot,gun,25,M,B,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Joseph Jaster,5/9/2017,shot,gun,40,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+John Bittle,5/9/2017,shot,unarmed,39,M,W,Lexington,SC,FALSE,other,Foot,FALSE
+Scott N. Bloomfield,5/9/2017,shot,gun,34,M,W,Tiffin,OH,FALSE,attack,Not fleeing,FALSE
+Ian Thomas Little,5/9/2017,shot,toy weapon,36,M,W,Brighton Township,MI,TRUE,attack,Not fleeing,FALSE
+Terrell Kyreem Johnson,5/10/2017,shot,knife,24,M,B,Portland,OR,TRUE,other,Foot,FALSE
+Robin White,5/10/2017,shot,gun,50,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Jeroen Peter Koornwinder,5/10/2017,shot and Tasered,,50,M,W,Barona Indian Reservation,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2017,shot,gun,,M,H,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Ryan Lowell,5/12/2017,shot,gun,30,M,W,Billings,MT,TRUE,attack,Not fleeing,FALSE
+Jonathan David Victor,5/12/2017,shot,unarmed,35,M,W,Baldwin County,AL,FALSE,other,Not fleeing,FALSE
+Phillip O'Shea,5/12/2017,shot,gun,46,M,W,Jupiter,FL,FALSE,attack,Car,FALSE
+Ronald Singletary,5/12/2017,shot and Tasered,knife,51,M,B,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Maxwell Holt,5/13/2017,shot,gun,37,M,W,West Allis,WI,FALSE,attack,Foot,FALSE
+Clarence E. Coats,5/13/2017,shot,gun,41,M,B,Columbia,MO,FALSE,attack,,FALSE
+David Jay Juarez,5/14/2017,shot,gun,41,M,H,Kingman,AZ,FALSE,attack,Car,FALSE
+James A. Burton,5/14/2017,shot,gun,48,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+Jonie Block,5/15/2017,shot,gun,27,F,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jaison Fitzgerald,5/15/2017,shot,gun,29,M,B,Richmond,VA,FALSE,other,Not fleeing,FALSE
+Buford Shane Whitson,5/15/2017,shot,gun,47,M,W,Johnson City,TN,TRUE,attack,Other,FALSE
+TK TK,5/15/2017,shot,undetermined,,M,,Long Beach,CA,FALSE,attack,Other,FALSE
+Emmanuel Ibarra,5/15/2017,shot,knife,34,M,H,Del Mar,CA,TRUE,attack,Foot,FALSE
+Keith Andrew Chesser,5/15/2017,shot,crossbow,48,M,W,Wewoka,OK,FALSE,attack,Not fleeing,FALSE
+Isabelle Duval,5/16/2017,shot,gun,41,F,W,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Tristan Long,5/16/2017,shot,knife,25,M,B,Tempe,AZ,FALSE,other,,FALSE
+Edwin Fuentes,5/16/2017,shot,gun,24,M,H,Tustin,CA,TRUE,attack,Not fleeing,FALSE
+Marshall Barrus,5/16/2017,shot,gun,38,M,W,Three Forks,MT,FALSE,attack,Car,FALSE
+Daniel George Boak,5/17/2017,shot,,28,M,W,Arlington,VA,FALSE,attack,Car,FALSE
+Anthony Paul Ardo,5/20/2017,shot,fireworks,47,M,W,Lower Mount Bethel,PA,TRUE,other,Not fleeing,FALSE
+Roger Bubar,5/20/2017,shot,gun,65,M,W,Belgrade,ME,FALSE,attack,Not fleeing,FALSE
+Shannon Edward Estill,5/20/2017,shot,toy weapon,58,M,W,Pleasanton,CA,TRUE,attack,Not fleeing,TRUE
+Jimmie Montel Sanders,5/21/2017,shot,gun,33,M,B,Appleton,WI,FALSE,attack,Not fleeing,FALSE
+Joseph M. Hodgin,5/21/2017,shot,gun,43,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Ricco Devante Holden,5/21/2017,shot,unarmed,24,M,B,Converse,LA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia Petrovich,5/21/2017,shot,unarmed,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Aaron M. Thompson,5/22/2017,shot,knife,31,M,W,Mountain Home,ID,FALSE,attack,Not fleeing,FALSE
+Michael Anthony Bonini,5/23/2017,shot,gun,65,M,W,Pahrump,NV,FALSE,attack,Not fleeing,FALSE
+John Eno,5/23/2017,shot,gun,59,M,W,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Albert Gagnier,5/23/2017,shot,gun,74,M,W,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+Jorge Alberto Fuentes,5/23/2017,shot and Tasered,gun,21,M,H,Glendale,AZ,FALSE,attack,Other,FALSE
+Hayden J. Stutz,5/24/2017,shot,unarmed,24,M,W,Canton,OH,TRUE,attack,Not fleeing,TRUE
+TK TK,5/24/2017,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Buck,5/25/2017,shot,gun,23,M,W,Fairbanks,AK,FALSE,attack,Car,FALSE
+Hector Gamboa,5/26/2017,shot,unarmed,59,M,H,San Rafael,NM,FALSE,undetermined,Not fleeing,FALSE
+Jamie J. Robinson,5/26/2017,shot,gun,33,M,W,St. Louis,MO,TRUE,attack,Not fleeing,FALSE
+Joseph Zimmerman,5/26/2017,shot,toy weapon,34,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Ron Harlan Lewallen,5/27/2017,shot,,30,M,W,Oneida,TN,FALSE,other,Car,FALSE
+Eduardo Valencia,5/27/2017,shot,gun,30,M,,Austell,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,5/28/2017,shot,gun,,M,,Miami,FL,FALSE,attack,Car,FALSE
+Shaquian Tyrone Johnson,5/28/2017,shot,gun,22,M,B,Cary,NC,FALSE,attack,Not fleeing,FALSE
+Francis de la Cruz,5/28/2017,shot and Tasered,ax,35,M,,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Chad Dionne,5/29/2017,shot,gun,37,M,W,Arundel,ME,FALSE,other,Not fleeing,FALSE
+Joseph Godinez,5/29/2017,shot,,20,M,H,Vacaville,CA,FALSE,attack,Car,TRUE
+Larry Warren Kipps,5/29/2017,shot,gun,62,M,,Gerrardstown,WV,TRUE,attack,Not fleeing,FALSE
+Roman Jade Carrillo,5/30/2017,shot,gun,18,M,H,Salt Lake City,UT,FALSE,attack,Car,FALSE
+James Gleason,5/31/2017,shot,,24,M,W,Hesperia,CA,FALSE,attack,,FALSE
+James Daniel Hill,5/31/2017,shot,gun,17,M,W,Centennial,CO,FALSE,other,Other,FALSE
+Francisco Suarez-Madonado,6/1/2017,shot,gun,27,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Edward Everett Courtenay,6/2/2017,shot,,51,M,W,Yulee,FL,FALSE,attack,Car,FALSE
+Charles Darnell Baker,6/2/2017,shot,gun,29,M,B,Abbeville,AL,FALSE,attack,Not fleeing,FALSE
+Marc Brandon Davis,6/2/2017,shot,unarmed,34,M,B,Petal,MS,FALSE,attack,Not fleeing,FALSE
+Naway Willy,6/2/2017,shot,gun,18,M,A,Tulsa,OK,FALSE,attack,Foot,FALSE
+Corsean Lewis,6/2/2017,shot,gun,17,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Antonio Gerardo Rodriguez,6/2/2017,shot,gun,55,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lee Cramer,6/3/2017,shot,gun,44,M,W,Avondale,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremy Austin Lindsey,6/4/2017,shot,gun,27,M,W,Callahan,FL,FALSE,attack,,FALSE
+Bruce Dawley,6/4/2017,shot,gun,66,M,W,Campo,CA,TRUE,attack,Not fleeing,FALSE
+Charles Edgar Mullins,6/5/2017,shot,gun,45,M,W,Bardstown,KY,FALSE,attack,Car,FALSE
+John Spaulding,6/5/2017,shot,gun,47,M,B,Miami,FL,FALSE,other,,FALSE
+Quentin Louis Case,6/5/2017,shot,gun,34,M,W,Lakes Wales,FL,FALSE,attack,Other,FALSE
+Adrian Maurice Hardeman,6/5/2017,shot,gun,37,M,B,Gonzales County,TX,FALSE,other,,FALSE
+Mark Ellis,6/6/2017,shot,gun,54,M,W,Orrington,ME,FALSE,attack,Not fleeing,FALSE
+David W. Hamilton,6/6/2017,shot,gun,50,M,,Vancouver,WA,FALSE,attack,Car,FALSE
+Salvadro Alfredo Pablo Lopez,6/7/2017,shot,gun,21,M,H,Fresno,CA,FALSE,attack,,TRUE
+Isaiah M. Hammett,6/7/2017,shot,gun,21,M,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Blaine Robert Erb,6/7/2017,shot,gun,35,M,W,Dundalk,MD,FALSE,attack,Not fleeing,TRUE
+Donald Smith,6/7/2017,shot,gun,75,M,W,Hudson,NC,TRUE,attack,Not fleeing,FALSE
+Michele Rice,6/8/2017,shot,gun,33,F,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Junior,6/8/2017,shot,gun,45,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Rich,6/8/2017,shot,gun,48,M,W,Loveland,CO,FALSE,attack,,FALSE
+Paul Mashburn,6/8/2017,shot,gun,58,M,W,Roland,OK,TRUE,attack,Not fleeing,FALSE
+David Jones,6/8/2017,shot and Tasered,unarmed,30,M,B,Philadelphia,PA,FALSE,other,Foot,FALSE
+Antonio Juarez,6/9/2017,shot,gun,44,M,H,Lyons,IL,FALSE,attack,Car,FALSE
+Theodore Brendecke,6/9/2017,shot,gun,82,M,W,Miami,FL,TRUE,attack,,FALSE
+Joshua Barre,6/9/2017,shot and Tasered,knife,29,M,B,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Isaiah Obet,6/10/2017,shot,knife,25,M,O,Auburn,WA,FALSE,other,Car,FALSE
+Robin Blaylock,6/10/2017,shot,gun,53,M,W,North English,IA,FALSE,other,Not fleeing,FALSE
+Emmett Edward Hall,6/10/2017,shot,knife,60,M,W,Abilene,TX,TRUE,other,Not fleeing,FALSE
+Terry Williams,6/11/2017,shot,,19,M,B,Milwaukee,WI,FALSE,other,Car,FALSE
+Eleuterio Amaya-Torres,6/12/2017,shot,gun,63,M,H,Plano,TX,FALSE,attack,Not fleeing,FALSE
+John Wesley Bays,6/12/2017,shot,gun,50,M,W,Trosper,KY,FALSE,attack,Not fleeing,FALSE
+Avery D. Metrejean,6/12/2017,shot,gun,35,M,W,Cade,LA,FALSE,other,Not fleeing,FALSE
+Johnny Platas,6/12/2017,shot and Tasered,knife,45,M,H,Selma,CA,FALSE,other,Not fleeing,FALSE
+Austin Durham,6/13/2017,shot,gun,24,M,W,Jerseyville,IL,FALSE,attack,Foot,FALSE
+Barry Jones,6/13/2017,shot,gun,36,M,W,Hampton,NH,FALSE,other,Not fleeing,FALSE
+Jordan Frazier,6/13/2017,shot,gun,35,M,B,Baton Rouge,LA,FALSE,other,Not fleeing,FALSE
+Chazz Brown,6/13/2017,shot,gun,33,M,B,St Louis,MO,FALSE,attack,Not fleeing,FALSE
+James T. Hodgkinson,6/14/2017,shot,gun,66,M,W,Alexandria,VA,FALSE,attack,Not fleeing,FALSE
+Michael Morris,6/14/2017,shot,knife,54,M,W,Somerville,TN,TRUE,other,Not fleeing,FALSE
+Tommy Le,6/14/2017,shot and Tasered,pen,20,M,A,Burien,WA,FALSE,attack,Not fleeing,FALSE
+Michael Brown,6/15/2017,shot,gun,40,M,W,Newton,NH,FALSE,undetermined,Car,FALSE
+Robert J. Berube,6/16/2017,shot,gun,41,M,W,Water Valley,MS,FALSE,attack,Car,FALSE
+Hector Cisneros Soria,6/16/2017,shot,gun,30,M,H,Rialto,CA,FALSE,other,Not fleeing,TRUE
+Sergio Valdovinos,6/16/2017,shot,machete,32,M,H,Madera,CA,TRUE,other,Not fleeing,FALSE
+Jamie Dougan,6/16/2017,shot,unarmed,24,F,W,Water Valley,MS,FALSE,other,Car,FALSE
+Nathan Banks,6/16/2017,shot,gun,37,M,W,Antioch,CA,FALSE,other,Foot,FALSE
+Samantha Aguilar,6/17/2017,shot,,28,F,H,Montebello,CA,FALSE,other,Not fleeing,FALSE
+Joseph Paul Hogan,6/17/2017,shot,gun,48,M,W,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Charleena Lyles,6/18/2017,shot,knife,30,F,B,Seattle,WA,TRUE,other,Not fleeing,FALSE
+William Webster,6/18/2017,shot,gun,64,M,W,Waukesha,WI,TRUE,other,Not fleeing,FALSE
+Matthew Colton Stover,6/19/2017,shot,gun,21,M,N,Fairbanks,AK,TRUE,attack,Foot,FALSE
+Alton Folmar,6/19/2017,shot,gun,28,M,W,Dallas,TX,FALSE,other,Not fleeing,FALSE
+David Pacas,6/20/2017,shot,toy weapon,36,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+David Bryan Creson,6/20/2017,shot,gun,40,M,W,Franklin,TN,FALSE,attack,Car,FALSE
+Jacob Faulkner,6/20/2017,shot,gun,32,M,W,St. Clair Township,OH,TRUE,attack,Other,FALSE
+Robb Stewart,6/20/2017,shot,gun,50,M,W,Lehigh,KS,TRUE,other,Not fleeing,FALSE
+Pedro Ramirez,6/20/2017,shot and Tasered,knife,28,M,H,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Brandon D. Lukenbill,6/21/2017,shot,undetermined,33,M,W,Nevada,MO,FALSE,undetermined,Car,FALSE
+Daniel Francisco Valenzuela,6/21/2017,shot,knife,37,M,H,Millerton,OK,FALSE,other,Not fleeing,FALSE
+Armando Garcia-Muro,6/22/2017,shot,unarmed,17,M,H,Palmdale,CA,FALSE,other,Not fleeing,FALSE
+Santino Trevino,6/23/2017,shot,gun,20,M,H,Hollywood Hills,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Ramon Deltoro,6/23/2017,shot,,34,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Cameron Ollman,6/24/2017,shot,gun,37,M,W,Florence,OR,TRUE,attack,Car,FALSE
+Christopher Michael Murray,6/24/2017,shot,,24,M,W,Deer Park,AL,FALSE,other,Not fleeing,FALSE
+Jimmie Bevenue,6/24/2017,shot,gun,47,M,W,Tulsa,OK,FALSE,attack,Foot,FALSE
+Giovonn Joseph-McDade,6/24/2017,shot,,20,M,B,Kent,WA,FALSE,other,Car,FALSE
+Lawrence Heyward Jr.,6/25/2017,shot,gun,56,M,B,North Charleston,SC,FALSE,undetermined,Foot,FALSE
+Deveonte Johnson,6/25/2017,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Nicholas Johnston,6/25/2017,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Tillman,6/25/2017,shot,gun,56,M,,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Rip Huntington,6/26/2017,shot,gun,36,M,H,Rowe,NM,TRUE,attack,Not fleeing,FALSE
+Jason Magana Herrera,6/27/2017,shot and Tasered,gun,35,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+TK TK,6/28/2017,shot,gun,,M,,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Rodney L. Cole,6/28/2017,shot,screwdriver,37,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Aaron Bailey,6/29/2017,shot,unarmed,45,M,B,Indianapolis,IN,FALSE,other,Car,FALSE
+Marco Cardoza,6/29/2017,shot,toy weapon,41,M,H,Burbank,CA,FALSE,attack,Not fleeing,FALSE
+Joel Gatu Muturi,6/29/2017,shot,,23,M,B,Marietta,GA,FALSE,other,Not fleeing,FALSE
+Jose Guillermo Flores Colon,6/29/2017,shot,Taser,37,M,H,Deltona,FL,FALSE,other,Not fleeing,FALSE
+TK TK,6/30/2017,shot,gun,,F,,Denver,CO,FALSE,attack,Car,FALSE
+Chet Knuppel,6/30/2017,shot,unarmed,23,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Brett Rodriguez,6/30/2017,shot,gun,33,M,H,Westminster,CO,FALSE,other,Foot,FALSE
+Patrick Sanchez,7/1/2017,shot,gun,23,M,H,Glendale,AZ,FALSE,other,Not fleeing,TRUE
+Quintec Locke,7/1/2017,shot,gun,37,M,B,Lawndale,IL,FALSE,other,Not fleeing,TRUE
+Jeremy Holmes,7/1/2017,shot,knife,19,M,A,Fort Collins,CO,TRUE,other,Not fleeing,TRUE
+Tyson Williams,7/2/2017,shot,gun,39,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Daniel Craven,7/3/2017,shot,gun,53,M,W,Spokane,WA,FALSE,other,Not fleeing,TRUE
+John Donadio,7/3/2017,shot,gun,51,M,W,Fishers,IN,TRUE,attack,Not fleeing,FALSE
+Holden Gorka,7/3/2017,shot,gun,25,M,W,Hillsboro,OR,FALSE,attack,Foot,FALSE
+Christopher Henry Cashell,7/3/2017,shot,gun,45,M,W,Bonaire,GA,FALSE,undetermined,Not fleeing,FALSE
+TK TK,7/4/2017,shot,gun,,M,,Federal Heights,CO,FALSE,undetermined,Not fleeing,FALSE
+Miguel Gonzales,7/4/2017,shot,gun,28,M,H,Albuquerque,NM,FALSE,undetermined,Other,FALSE
+Dana Dubose,7/4/2017,shot,knife,36,M,B,Vandalia,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ray McCray,7/4/2017,shot,,32,M,H,Centerville,UT,TRUE,undetermined,Car,FALSE
+Donald Martin,7/4/2017,shot,gun,39,M,W,Belleville,IL,TRUE,attack,Not fleeing,FALSE
+Douglas West,7/4/2017,shot,gun,46,M,W,Richland,WA,FALSE,other,Not fleeing,FALSE
+Tyrone Orvy Peabody,7/4/2017,shot,gun,53,M,N,Pleasant View,CO,FALSE,attack,Not fleeing,FALSE
+Zepp Crouchet,7/4/2017,shot,gun,42,M,B,Antioch,CA,FALSE,other,Car,FALSE
+Alexander Bonds,7/5/2017,shot,gun,34,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Tiffany Lynn Potter,7/5/2017,shot,gun,29,F,W,Des Moines,IA,FALSE,attack,Foot,TRUE
+"Edwin ""Beanie"" Esker",7/5/2017,shot,chainsaw,53,M,W,Maeystown,IL,FALSE,other,Not fleeing,FALSE
+Jamie Huskey,7/5/2017,shot,gun,45,M,W,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan Coronel,7/5/2017,shot,unarmed,24,M,H,Vista,CA,FALSE,undetermined,Foot,FALSE
+Carroll Tuttle,7/5/2017,shot,gun,51,M,W,Madison,ME,FALSE,attack,,FALSE
+Jesus Cervantes,7/6/2017,shot,undetermined,35,M,H,Plant City,FL,FALSE,other,Car,FALSE
+Dejuan Guillory,7/6/2017,shot,unarmed,27,M,B,Mamou,LA,FALSE,other,Not fleeing,FALSE
+Brian Easley,7/7/2017,shot,unarmed,33,M,B,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2017,shot,undetermined,16,M,W,Huntsville,AL,FALSE,attack,Car,FALSE
+Kareem Ali Nadir Jones,7/7/2017,shot,gun,30,M,B,Columbus,OH,FALSE,undetermined,Not fleeing,TRUE
+Michael Anthony Rude,7/8/2017,shot,knife,22,M,A,Lacey,WA,TRUE,other,Not fleeing,FALSE
+Cardell Vance III,7/8/2017,shot,knife,23,M,B,Crescent City,FL,TRUE,other,Not fleeing,FALSE
+Tina Medlin,7/8/2017,shot,gun,50,F,W,Newton Grove,NC,FALSE,attack,Not fleeing,FALSE
+Ryan A. Probst,7/9/2017,shot,gun,28,M,W,Uniontown,OH,FALSE,attack,Not fleeing,FALSE
+Robert Yeiser,7/9/2017,shot,gun,34,M,W,Bainbridge Island,WA,FALSE,attack,Not fleeing,FALSE
+Brayant Alvarez,7/9/2017,shot,gun,24,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Taylor,7/9/2017,shot,gun,54,M,B,Akron,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ethan Mitchell,7/10/2017,shot,,26,M,W,Mt Airy,MD,FALSE,attack,Not fleeing,FALSE
+Gregory Shawn Thrower,7/10/2017,shot,gun,39,M,W,North Branch,MN,FALSE,attack,Car,FALSE
+Randy Engstrom,7/11/2017,shot,gun,34,M,W,Milwaukee,WI,TRUE,other,Car,FALSE
+Caleb Edward Blaylock,7/11/2017,shot,knife,27,M,W,Las Vegas,NV,TRUE,undetermined,,TRUE
+Steve Scott,7/11/2017,shot,gun,48,M,W,Poplar Bluff,MO,FALSE,other,Not fleeing,FALSE
+Antonio Garcia Jr.,7/11/2017,shot,knife,47,M,B,Leavenworth,KS,FALSE,undetermined,Not fleeing,FALSE
+Silas Andrew Smith,7/11/2017,shot,gun,54,M,W,Golden Valley,AZ,FALSE,attack,Foot,FALSE
+Dorsey Glenn Taulbee Jr.,7/12/2017,shot,gun,33,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+James Gerald Davis,7/12/2017,shot,undetermined,40,M,W,Lake View,SC,TRUE,other,Not fleeing,FALSE
+Keith Alan Eustace,7/12/2017,shot,blunt object,58,M,W,Grover Beach,CA,FALSE,other,Not fleeing,FALSE
+Chancey Chamblee,7/13/2017,shot,gun,55,M,W,Pima,AZ,FALSE,undetermined,,FALSE
+Stephen Steele,7/13/2017,shot,knife,47,M,W,Crystal Springs,FL,TRUE,other,Not fleeing,FALSE
+Pedro Rubio,7/13/2017,shot,knife,42,M,H,Goodyear,AZ,FALSE,attack,Not fleeing,FALSE
+Gerber Dieguez,7/15/2017,shot,gun,29,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Justine Damond,7/15/2017,shot,unarmed,40,F,W,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+Vaughn Shaw,7/15/2017,shot,gun,23,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Keith Wade,7/15/2017,shot,gun,23,M,W,Arlington,TX,FALSE,attack,Foot,FALSE
+India N. Nelson,7/17/2017,shot,gun,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Ernesto Sedillo,7/17/2017,shot,gun,52,M,H,Las Cruces,NM,FALSE,attack,Not fleeing,TRUE
+Eric Wesley Clark,7/17/2017,shot,gun,43,M,W,Culpeper,VA,FALSE,attack,Car,FALSE
+Jose Cazares,7/17/2017,shot,gun,37,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Thomas Reid,7/18/2017,shot,gun,32,M,W,Clay,AL,TRUE,attack,Not fleeing,FALSE
+Robert Earl Vaughan,7/18/2017,shot,gun,70,M,W,Springfield,OR,TRUE,other,Not fleeing,FALSE
+Mark Allan Smith,7/18/2017,shot,gun,36,M,,Eagar,AZ,FALSE,other,Not fleeing,FALSE
+Nolan Cornett,7/19/2017,shot,gun,24,M,W,Fair Oaks,CA,FALSE,attack,Not fleeing,FALSE
+Anthony Benavidez,7/19/2017,shot,knife,24,M,H,Santa Fe,NM,TRUE,other,Not fleeing,TRUE
+Farhad Jabbari,7/19/2017,shot,unarmed,38,M,O,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Joshua Daniels,7/20/2017,shot,gun,52,M,W,Neosho,MO,FALSE,attack,Not fleeing,FALSE
+Isaiah Perkins,7/20/2017,shot,gun,27,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Yahir Breito,7/21/2017,shot,knife,22,M,H,Santa Ana,CA,FALSE,other,Not fleeing,FALSE
+Vicente Velasquez,7/21/2017,shot,gun,42,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Martin Avena,7/21/2017,shot,gun,70,M,,Paulden,AZ,FALSE,attack,Not fleeing,TRUE
+Walter Lynde,7/23/2017,shot,toy weapon,49,M,W,Spencer,MA,FALSE,attack,Car,FALSE
+Michael Caponigro,7/23/2017,shot,gun,59,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Ismael Lopez Rodriguez,7/23/2017,shot,gun,41,M,H,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Kyle Scott Rushing,7/23/2017,shot,knife,34,M,W,Chico,CA,FALSE,attack,Not fleeing,TRUE
+Jerrod Kershaw,7/24/2017,shot,gun,31,M,W,St. Louis,MO,TRUE,attack,Car,FALSE
+Alexander J. Schoessel,7/25/2017,shot,ax,23,M,W,Richmond,VA,TRUE,other,Foot,FALSE
+Michael Joseph Harris,7/25/2017,shot,gun,28,M,W,Jacksonville,FL,FALSE,attack,Car,FALSE
+Moises Balladares,7/25/2017,shot,gun,33,M,H,Avondale,AZ,TRUE,attack,Not fleeing,FALSE
+Aries Clark,7/25/2017,shot,toy weapon,16,M,B,Marion,AR,FALSE,attack,Not fleeing,FALSE
+Andrew Collins,7/26/2017,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Other,FALSE
+Giovani Casiano,7/26/2017,shot,gun,26,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Susan Teel,7/26/2017,shot,knife,62,F,W,Vero Beach,FL,TRUE,attack,Not fleeing,FALSE
+Kesharn K. Burney,7/26/2017,shot,,25,M,B,Dayton,OH,FALSE,attack,Car,FALSE
+Sergio Velasco-Martinez,7/27/2017,shot,blunt object,25,M,H,Avenal,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Folden,7/27/2017,shot,knife,31,M,W,Wenatchee,WA,FALSE,other,Not fleeing,FALSE
+Alejandro Alvarado,7/27/2017,shot,knife,35,M,H,Chowchilla,CA,FALSE,attack,Not fleeing,FALSE
+Jerauld Phillip Hammond II,7/27/2017,shot,gun,46,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Deltra Henderson,7/27/2017,shot,gun,39,M,B,Homer,LA,FALSE,attack,Car,FALSE
+Michael Fitzgerald,7/27/2017,shot,gun,26,M,W,Grand Terrace,CA,FALSE,attack,Not fleeing,FALSE
+Raymond Cruz,7/28/2017,shot,,37,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Brian J. Skinner,7/28/2017,shot,knife,32,M,W,Glenville,NY,TRUE,other,Not fleeing,FALSE
+Rodney E. Jacobs,7/28/2017,shot,gun,31,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Dennis W. Robinson,7/29/2017,shot,gun,48,M,W,Melba,ID,FALSE,attack,Car,FALSE
+Jashod Arthur Carter,7/29/2017,shot,gun,29,M,B,Norco,CA,FALSE,attack,Car,FALSE
+Dwayne Jeune,7/31/2017,shot,knife,32,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Isaiah Tucker,7/31/2017,shot,unarmed,28,M,B,Oshkosh,WI,FALSE,attack,Car,TRUE
+Robert Savelli,7/31/2017,shot,gun,43,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Norberto Nieblas Reyes,7/31/2017,shot and Tasered,gun,39,M,H,Los Banos,CA,TRUE,attack,Not fleeing,FALSE
+Kerry Bradley,8/1/2017,shot,,37,M,B,Waco,TX,FALSE,attack,Car,FALSE
+Franklin Oden,8/1/2017,shot,gun,39,M,W,Visalia,CA,FALSE,attack,Foot,FALSE
+Mikle Eugene Dixon,8/1/2017,shot,knife,42,M,W,Mt. Airy,NC,FALSE,other,Not fleeing,FALSE
+Mark Anthony Sanchez,8/1/2017,shot,gun,33,M,H,Yuba City,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Salas,8/1/2017,shot,gun,25,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Preston Thornton,8/2/2017,shot,gun,29,M,B,Coushatta,LA,TRUE,attack,Not fleeing,FALSE
+Jeffrey Barboa,8/2/2017,shot,machete,45,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Quintas Harris,8/2/2017,shot,gun,27,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Phillip Rhoades,8/2/2017,shot,,28,M,W,Mannington,WV,FALSE,other,Car,FALSE
+Keith Burkholder,8/3/2017,shot,gun,57,M,W,Lima,OH,FALSE,attack,Not fleeing,FALSE
+Kemonte Cobbs,8/3/2017,shot,gun,15,M,B,Gary,IN,FALSE,attack,Foot,FALSE
+Aaron Payne,8/4/2017,shot,gun,33,M,W,Surfside Beach,SC,TRUE,attack,Not fleeing,FALSE
+Cory Stephens,8/4/2017,shot,gun,35,M,W,Spanish Springs,NV,FALSE,other,Not fleeing,FALSE
+TK TK,8/4/2017,shot,gun,47,M,B,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Jeremy Gabrial,8/4/2017,shot,toy weapon,31,M,W,Lauderdale County,MS,TRUE,attack,Not fleeing,TRUE
+Melissa Wiseman,8/4/2017,shot,gun,36,F,W,Marine City,MI,FALSE,other,Not fleeing,FALSE
+Joseph Miller,8/4/2017,shot,gun,54,M,W,Mead Township,PA,FALSE,other,Not fleeing,FALSE
+Timmy Wilson,8/5/2017,shot,gun,24,M,W,New Straitsville,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Garcia,8/5/2017,shot and Tasered,knife,35,M,H,Santa Rosa,CA,TRUE,attack,Not fleeing,TRUE
+Kyle Andrew Lankford,8/6/2017,shot,knife,32,M,W,Bon Aqua,TN,FALSE,other,Foot,FALSE
+Danatae Franklin,8/6/2017,shot,gun,28,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Winston Espino Sanchez,8/7/2017,shot,knife,45,M,H,North Bergen,NJ,FALSE,attack,Not fleeing,FALSE
+Jose Ortiz,8/7/2017,shot,knife,29,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Christopher K. Sales,8/7/2017,shot,unarmed,36,M,W,Blue Summit,MO,FALSE,other,Car,FALSE
+Peter James Robbins,8/8/2017,shot,gun,23,M,W,Junction City,KS,TRUE,attack,Not fleeing,FALSE
+Darreon Neal,8/8/2017,shot,gun,17,M,B,Dalton,IL,FALSE,other,Other,FALSE
+Eugene Nelson,8/9/2017,shot,,20,M,B,Kent,WA,FALSE,attack,Car,FALSE
+Mark P. Coffey,8/10/2017,shot,gun,33,M,W,Dyer,IN,FALSE,attack,,FALSE
+Eric Bogart,8/10/2017,shot,gun,49,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/11/2017,shot,gun,,M,,Channelview,TX,FALSE,attack,Not fleeing,FALSE
+Tyrease Carlyle,8/11/2017,shot,gun,31,M,B,Philadelphia,PA,TRUE,other,Not fleeing,FALSE
+Eduardo Navarrete,8/12/2017,shot,knife,35,M,H,Frederickstown,WA,FALSE,attack,Not fleeing,FALSE
+Christopher Collins,8/13/2017,shot,gun,24,M,W,Habersham,GA,FALSE,other,Not fleeing,FALSE
+Roger Burzinski,8/13/2017,shot,gun,54,M,W,La Crosse,WI,FALSE,other,Car,FALSE
+Carmen William Rongione,8/13/2017,shot,machete,41,M,W,Cosby,TN,FALSE,attack,Foot,FALSE
+Patrick Harmon,8/13/2017,shot,knife,50,M,B,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Hussein Hassan,8/13/2017,shot,sword,46,M,B,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Steven James Young,8/14/2017,shot,toy weapon,45,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Robert Emmett Bracewell Jr.,8/14/2017,shot,gun,20,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Herbert Gilbert,8/15/2017,shot,undetermined,37,M,B,Thomasville,GA,FALSE,undetermined,Not fleeing,TRUE
+Kenneth Lewis,8/16/2017,shot,gun,34,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+James Midkiff,8/16/2017,shot,gun,54,M,W,Livermore,CA,TRUE,attack,Not fleeing,FALSE
+Peter Daniel Grima,8/17/2017,shot,undetermined,65,M,W,Crenshaw County,AL,FALSE,undetermined,Not fleeing,FALSE
+Edgar Ramirez Carreto,8/17/2017,shot,knife,28,M,H,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Leroy Frank,8/18/2017,shot,knife,60,M,,Bloomfield,NJ,FALSE,other,Not fleeing,FALSE
+Clarence Belsar III,8/18/2017,shot,gun,26,M,W,Fairchance,PA,FALSE,attack,Not fleeing,FALSE
+Derrick Rashard Brabham,8/18/2017,shot,gun,25,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Thomas Justin Walton,8/19/2017,shot,Taser,32,M,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Jonathan Bolger,8/20/2017,shot,gun,44,M,W,Yellville,AR,FALSE,other,Not fleeing,FALSE
+Keshawn Wilson,8/20/2017,shot,gun,32,M,B,Brick,NJ,FALSE,attack,Not fleeing,FALSE
+TK TK,8/20/2017,shot,undetermined,,M,,Madera,CA,FALSE,other,Foot,FALSE
+Jeffrey Jacobs,8/21/2017,shot,toy weapon,42,M,W,Morganton,NC,FALSE,attack,Not fleeing,FALSE
+Dennia Flowers,8/21/2017,shot,gun,66,M,W,Colorado City,CO,FALSE,attack,Not fleeing,FALSE
+Tyler Whitmire,8/21/2017,shot,knife,22,M,W,Franklin,WI,TRUE,other,Other,FALSE
+Nathaniel Richmond,8/21/2017,shot,gun,51,M,B,Steubenville,OH,FALSE,attack,Not fleeing,FALSE
+Thomas Selje,8/21/2017,shot,gun,64,M,W,Pardeeville,WI,FALSE,attack,Not fleeing,FALSE
+Kiwi Herring,8/22/2017,shot,knife,30,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Henry Rivera Jr.,8/22/2017,shot,,71,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Robert Earl Adams,8/22/2017,shot,knife,30,M,W,Orcutt,CA,FALSE,other,Foot,FALSE
+Konstantin Morozov,8/22/2017,shot,gun,48,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Mark Aaron Jensen,8/22/2017,shot,gun,56,M,W,Durham,CA,TRUE,attack,Not fleeing,FALSE
+Ciara Howard,8/23/2017,shot,gun,26,F,W,Olathe,KS,TRUE,other,Not fleeing,FALSE
+Colton Puckett,8/24/2017,shot,gun,28,M,W,Waterford Township,MI,TRUE,other,Not fleeing,FALSE
+Isaias Raziel Ochoa,8/24/2017,shot,gun,19,M,H,Lemon Grove,CA,FALSE,attack,Foot,FALSE
+Scott Mayfield,8/24/2017,shot,gun,24,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Daniel Blyler,8/25/2017,shot,gun,44,M,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Kristen Ambury,8/25/2017,shot,gun,28,F,W,Sunrise,FL,TRUE,undetermined,Not fleeing,FALSE
+Charles David Robinson,8/25/2017,shot,unarmed,47,M,B,Woodville,GA,FALSE,attack,Foot,FALSE
+Michael Malik Kawon Lee,8/26/2017,shot,gun,18,M,B,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+William Wilson,8/27/2017,shot,gun,26,M,H,Farmington,NM,FALSE,attack,Not fleeing,FALSE
+Jason Hoops,8/27/2017,shot,gun,33,M,W,Kettering,OH,FALSE,other,Not fleeing,FALSE
+Dwayne Martin,8/27/2017,shot,knife,34,M,W,Sharpsburg,KY,FALSE,attack,Foot,FALSE
+Kostatinos Sfaelos,8/28/2017,shot,gun,62,M,W,New Milford,CT,FALSE,attack,Foot,FALSE
+William Matthew Holmes,8/28/2017,shot,undetermined,24,M,B,Newton,KS,TRUE,attack,Car,TRUE
+Ricky Ard,8/29/2017,shot,baseball bat,55,M,B,Evansville,IN,TRUE,other,Not fleeing,TRUE
+Larry Moore Miller,8/29/2017,shot,gun,68,M,,Jacksonville,AL,FALSE,attack,Not fleeing,FALSE
+Joshua Mark Cloud,8/29/2017,shot,gun,22,M,W,Lincoln Parish,LA,FALSE,attack,Not fleeing,FALSE
+Brandy Caldwell,8/29/2017,shot,gun,46,F,W,Watagua,TX,TRUE,other,Not fleeing,FALSE
+Anthony Antonio Ford,8/30/2017,shot,unarmed,27,M,B,Miami,FL,FALSE,other,Foot,FALSE
+Thomas Daniel Littlecloud,8/30/2017,shot,gun,32,M,N,Sacramento,CA,FALSE,attack,Car,FALSE
+Issac Cervantes,8/31/2017,shot,gun,22,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Debi Lynn Thorkelson,8/31/2017,shot,gun,54,F,W,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Michael Battles,9/1/2017,shot,toy weapon,32,M,W,Poultney,VT,TRUE,attack,Not fleeing,FALSE
+Roger Helgerson,9/1/2017,shot,unknown weapon,45,M,W,Mount Hope,WI,FALSE,other,Foot,FALSE
+Daniel Gillis,9/1/2017,shot,knife,36,M,W,Pittsfield,MA,TRUE,other,Foot,FALSE
+TK TK,9/2/2017,shot,gun,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Antwon Springer,9/3/2017,shot,gun,37,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,FALSE
+Henry Stephen Rakoz,9/3/2017,shot,gun,47,M,W,Longview,WA,FALSE,other,Not fleeing,FALSE
+William Porubsky,9/3/2017,shot,unarmed,30,M,W,Akron,OH,TRUE,attack,Not fleeing,TRUE
+Jarvis Hayes,9/3/2017,shot,,31,M,B,Myrtle Beach,SC,FALSE,attack,Car,FALSE
+Shane Marsh,9/4/2017,shot,knife,44,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+James Fuller,9/4/2017,shot and Tasered,chair,52,M,W,Columbus,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,9/5/2017,shot,,,F,,Spring,TX,FALSE,attack,Car,FALSE
+John Timmons,9/5/2017,shot,gun,67,M,,Hohenwald,TN,FALSE,other,Not fleeing,FALSE
+Daniel Wheelock,9/5/2017,shot,knife,16,M,W,Kendale Lakes,FL,FALSE,attack,Not fleeing,FALSE
+Rueben Galindo,9/6/2017,shot,gun,29,M,H,Charlotte,NC,FALSE,other,Not fleeing,FALSE
+Timothy Elam,9/6/2017,shot,unarmed,42,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Richards,9/6/2017,shot,knife,31,M,B,New York,NY,TRUE,other,Not fleeing,TRUE
+Eric Dwan Arnold,9/7/2017,shot,gun,41,M,B,Sacramento,CA,FALSE,attack,Car,FALSE
+Billy Joe Elmore,9/8/2017,shot,gun,45,M,W,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Michael Culhane,9/8/2017,shot,undetermined,50,M,W,Monett,MO,TRUE,other,Not fleeing,FALSE
+Ervin Eugene Sweat Jr.,9/9/2017,shot,gun,26,M,B,Arcata,CA,FALSE,attack,Not fleeing,FALSE
+Erick Perez,9/10/2017,shot,gun,22,M,H,Youngtown,AZ,FALSE,attack,Not fleeing,FALSE
+Joseph Charles Cook,9/10/2017,shot,gun,76,M,W,Huntersville,NC,FALSE,attack,Not fleeing,FALSE
+Frankie Santos,9/10/2017,shot,gun,58,M,H,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Hight,9/10/2017,shot,gun,32,M,W,Plano,TX,FALSE,attack,Not fleeing,FALSE
+Juan Flores,9/10/2017,shot,,19,M,H,Chicago,IL,FALSE,attack,Not fleeing,TRUE
+Thomas Addison,9/11/2017,shot,unknown weapon,25,M,N,Great Falls,MT,FALSE,other,Foot,FALSE
+Brian Patrick Allen,9/11/2017,shot,gun,48,M,W,Hixson,TN,FALSE,attack,Car,FALSE
+Vincent Edward Hernandez Jr,9/11/2017,shot,toy weapon,39,M,H,Bassett,CA,FALSE,attack,Not fleeing,FALSE
+Rodolfo Ballardo,9/13/2017,shot,gun,31,M,H,Quartzsite,AZ,FALSE,attack,Car,FALSE
+Gary Joe McCourt,9/14/2017,shot,knife,50,M,W,Frametown,WV,FALSE,attack,Not fleeing,FALSE
+Ruben Urbina,9/15/2017,shot,crowbar,15,M,H,Haymarket,VA,FALSE,other,Not fleeing,FALSE
+Matthew Michael McTague,9/15/2017,shot,,48,M,W,Hallandale Beach,FL,TRUE,attack,Car,FALSE
+Jacob Dominguez,9/15/2017,shot,unarmed,32,M,H,San Jose,CA,FALSE,other,Car,FALSE
+Scout Schultz,9/16/2017,shot,knife,21,,W,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Nicholas K. Perkins,9/17/2017,shot,gun,37,M,W,Oak Harbor,WA,TRUE,attack,Not fleeing,FALSE
+Brian Ziro,9/17/2017,shot,gun,21,M,B,West Milford,WV,FALSE,attack,Foot,FALSE
+Eric Alvarez,9/17/2017,shot and Tasered,knife,40,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Jesse VanSipe,9/18/2017,shot,gun,33,M,W,Piedmont,AL,TRUE,other,Not fleeing,FALSE
+Joshua Stubbs,9/19/2017,shot,gun and knife,25,M,W,Monroe,NC,FALSE,attack,Car,TRUE
+Jimme Knight Smith,9/19/2017,shot,gun,55,M,W,Independence,VA,TRUE,attack,Not fleeing,FALSE
+Randall Ross,9/19/2017,shot,undetermined,53,M,W,Bernice,LA,FALSE,undetermined,,FALSE
+TK TK,9/19/2017,shot,gun,,M,,La Porte,TX,TRUE,attack,Not fleeing,FALSE
+David Scott,9/19/2017,shot,knife,27,M,W,Chula Vista,CA,TRUE,attack,Not fleeing,FALSE
+Magdiel Sanchez,9/20/2017,shot,pipe,35,M,H,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Eddie Russell Jr.,9/20/2017,shot,gun,25,M,B,Peoria,IL,TRUE,other,Not fleeing,FALSE
+Haraesheo Rice,9/20/2017,shot,gun,31,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Mack Brinkley,9/21/2017,shot,gun,70,M,W,Boswell,OK,FALSE,attack,Car,FALSE
+Matthew Wells,9/21/2017,shot,knife,40,M,W,Tacoma,WA,TRUE,other,Not fleeing,FALSE
+Austin Dunsmore,9/21/2017,shot,undetermined,25,M,O,Denver,CO,FALSE,other,Car,FALSE
+Jose Felix Reyes,9/21/2017,shot,,38,M,H,Rockwall,TX,FALSE,attack,Car,FALSE
+Alexander Ochoa,9/22/2017,shot,gun and knife,26,M,H,Oceanside,CA,FALSE,attack,Not fleeing,FALSE
+Dillan Tabares,9/22/2017,shot,gun,27,M,O,Huntington Beach,CA,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2017,shot,undetermined,,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Scott Farnsworth,9/22/2017,shot,gun,28,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Bryan Wright,9/22/2017,shot,gun,40,M,W,Hattiesburg,MS,FALSE,attack,Not fleeing,FALSE
+Scott Michael Chamberlain,9/22/2017,shot,,44,M,W,Brooksville,FL,TRUE,attack,Car,FALSE
+Damien Murray,9/24/2017,shot,gun,39,M,B,San Francisco,CA,FALSE,other,Not fleeing,TRUE
+Jarred Burke,9/24/2017,shot,gun,24,M,W,New Castle,IN,FALSE,attack,Foot,FALSE
+Anthony Robinson,9/25/2017,shot,gun,32,M,B,Palmetto,FL,FALSE,attack,Foot,FALSE
+Cody O'Bryan,9/25/2017,shot,Taser,31,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Jeffory Hughes,9/26/2017,shot,gun,50,M,W,Fairview,TN,FALSE,attack,Not fleeing,FALSE
+Roger Craig Nielsen,9/26/2017,shot,gun,31,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Craig A. Johnson,9/26/2017,shot,gun,50,M,W,Coolin,ID,FALSE,other,Not fleeing,FALSE
+Demilo Trayuon Hodge,9/27/2017,shot,gun,45,M,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Anthony Wallace,9/27/2017,shot,gun,44,M,W,Spring Hill,FL,FALSE,attack,Car,FALSE
+Guy Lynn Scott,9/27/2017,shot,gun,48,M,W,Griffin,GA,TRUE,attack,Not fleeing,FALSE
+Michael Bruce Peterson,9/28/2017,shot,baton,39,M,W,Salt Lake City,UT,FALSE,other,Not fleeing,FALSE
+Dominique Tyrell White,9/28/2017,shot,gun,30,M,N,Topeka,KS,FALSE,attack,Foot,FALSE
+Quentin Starke,9/30/2017,shot,gun,44,M,W,Columbua,IN,FALSE,attack,Car,FALSE
+Tyrell Dewayne Pinkston,9/30/2017,shot,gun,28,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Lester Jesus Machado,10/1/2017,shot,,24,M,H,Hialeah,FL,FALSE,attack,Car,FALSE
+"Marquis ""Bubba"" Jones",10/1/2017,shot,gun,27,M,B,West Burlington,IA,FALSE,other,Other,TRUE
+Anthony Gallo,10/1/2017,shot,knife,34,M,W,Canton Township,PA,TRUE,other,Not fleeing,FALSE
+Micah McComas,10/1/2017,shot,unarmed,41,M,W,Seward,AK,FALSE,other,Car,TRUE
+George Randall Newman,10/1/2017,shot,gun,26,M,W,North Fort Collins,CO,FALSE,attack,Not fleeing,TRUE
+Joshua Lanflisi,10/1/2017,shot,gun and sword,38,M,W,St. Louis,MO,TRUE,other,Not fleeing,FALSE
+Kevin Anthony Battaglia,10/2/2017,shot,gun,33,M,W,Parkton,NC,TRUE,attack,Not fleeing,FALSE
+Marquinton T. Brooks,10/2/2017,shot,gun,22,M,W,West Ouachita,LA,FALSE,other,Foot,FALSE
+John Loaiza,10/3/2017,shot,pipe,40,M,W,Jefferson City,MO,FALSE,attack,Not fleeing,FALSE
+Chad Cochell,10/4/2017,shot,,34,M,W,Spokane,WA,TRUE,other,Not fleeing,FALSE
+Sandy Guardiola,10/4/2017,shot,gun,48,F,B,Canandaigua,NY,FALSE,attack,Not fleeing,FALSE
+Jomekia Minter,10/4/2017,shot,gun,37,M,B,Thomas County,GA,FALSE,attack,Not fleeing,FALSE
+Michael Ferrell,10/4/2017,shot,gun,67,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Brandon Lee Bohanon,10/5/2017,shot,unarmed,35,M,W,Hiram,GA,FALSE,other,Not fleeing,FALSE
+Cristino Umana-Garcia,10/5/2017,shot,knife,29,M,H,Finney County,KS,TRUE,other,Not fleeing,FALSE
+Phumee Lee,10/5/2017,shot,gun,28,M,A,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+Johnny Ray Leeds,10/5/2017,shot,gun,40,M,W,Leeds,AL,FALSE,attack,,FALSE
+German Ornelas,10/5/2017,shot,knife,31,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dale Sisson,10/6/2017,shot,gun,51,M,W,Golden,CO,FALSE,attack,Car,FALSE
+Garrett Hoose,10/6/2017,shot,gun,47,M,W,Perryopolis,PA,TRUE,other,Not fleeing,FALSE
+Ernesto Padron,10/6/2017,shot,gun,52,M,H,Miami,FL,FALSE,other,Foot,FALSE
+Matthew Jonathan Luis Hurtado,10/6/2017,shot,,28,M,H,Duarte,CA,FALSE,undetermined,,FALSE
+Roberto Callejas,10/6/2017,shot and Tasered,knife,35,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Samuel David Lanham,10/7/2017,shot,gun,25,M,W,Charleston,WV,TRUE,attack,Car,FALSE
+Roberto Avendano,10/8/2017,shot,machete,,M,H,Abingdon,VA,FALSE,other,Foot,FALSE
+Sabrina Ann Garcia,10/8/2017,shot,gun,34,F,H,Mesa,AZ,TRUE,undetermined,Foot,FALSE
+Albert Garcia,10/8/2017,shot,knife,58,M,H,San Fernando,CA,FALSE,other,Not fleeing,FALSE
+Corey Boykin,10/8/2017,shot,gun,24,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Cariann Hithon,10/8/2017,shot,,22,F,B,Miami,FL,FALSE,attack,Car,FALSE
+Glenn Southwood Jr.,10/8/2017,shot,gun,46,M,W,Pinetop-Lakeside,AZ,FALSE,attack,Not fleeing,FALSE
+Daniel James,10/10/2017,shot,gun,55,M,,Rochester,WA,TRUE,attack,,FALSE
+Vincent Dronet,10/11/2017,shot,,61,M,W,Biloxi,MS,FALSE,attack,Car,FALSE
+Brandon Wade Rucker,10/11/2017,shot,gun,43,M,W,Marana,AZ,FALSE,other,Not fleeing,FALSE
+Kristian Martinez,10/11/2017,shot,unarmed,44,M,H,Valdez,CO,FALSE,attack,Foot,FALSE
+John Robert Payne,10/12/2017,shot,gun,35,M,B,Homewood,AL,TRUE,attack,Foot,FALSE
+Sean D. Brady,10/12/2017,shot,gun,29,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Paul Dolen,10/13/2017,shot,gun,57,M,W,Wayne County,KY,FALSE,attack,Not fleeing,FALSE
+J.C. Hawkins,10/13/2017,shot,gun,42,M,B,Charlottesville,VA,FALSE,attack,Foot,FALSE
+Michael David Lopez,10/14/2017,shot,undetermined,44,M,H,Torrance,CA,FALSE,other,Car,FALSE
+Eddie Sanders,10/14/2017,shot,gun,25,M,,Olivehurst,CA,FALSE,other,Not fleeing,FALSE
+Eric Garrison,10/16/2017,shot,gun,20,M,B,Baltimore,MD,FALSE,other,Foot,TRUE
+James Michael Chappell,10/16/2017,shot,gun,32,M,W,Simpsonville,SC,FALSE,attack,Not fleeing,FALSE
+Luis David Flores,10/16/2017,shot,gun,34,M,H,Picture Rocks,AZ,FALSE,other,Not fleeing,FALSE
+Ezekiel Juan Duran,10/16/2017,shot,gun,18,M,H,Atwater,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Clayton Johnson,10/16/2017,shot and Tasered,gun,31,M,W,Kingwood,TX,FALSE,attack,Car,FALSE
+DeAndre Bethea,10/17/2017,shot,,24,M,B,Hampton,VA,FALSE,other,Not fleeing,FALSE
+Daniel Spear,10/18/2017,shot,gun,35,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Mitchell Fox,10/19/2017,shot,gun,34,M,W,Clearwater,FL,TRUE,other,Not fleeing,FALSE
+Matthew Whitley,10/19/2017,shot,gun,26,M,W,Kings Mountain,NC,FALSE,attack,Other,FALSE
+Dewboy Lister,10/19/2017,shot,unarmed,55,M,B,Corpus Christi,TX,FALSE,attack,Foot,TRUE
+Steven Wayne Truex,10/19/2017,shot and Tasered,gun,38,M,W,Birmingham,AL,FALSE,other,Not fleeing,FALSE
+Jamarco McShann,10/20/2017,shot,gun,23,M,B,Moraine,OH,TRUE,attack,Not fleeing,FALSE
+Jorge Cabrera,10/20/2017,shot,knife,54,M,,Houston,TX,FALSE,other,Not fleeing,FALSE
+Phillip Joel Trammell,10/20/2017,shot,knife,30,M,W,Fort Smith,OK,FALSE,attack,Not fleeing,TRUE
+Victor Gonzalez,10/21/2017,shot,hammer,44,M,H,Cloverdale,CA,FALSE,other,Not fleeing,FALSE
+Jason Marble,10/21/2017,shot,gun,37,M,W,Girard,OH,FALSE,attack,Not fleeing,FALSE
+Nicholas Pimentel,10/22/2017,shot,unarmed,27,M,H,Ceres,CA,FALSE,other,Car,FALSE
+Johnny Bonta,10/22/2017,shot,gun,43,M,N,Sparks,NV,FALSE,attack,Not fleeing,FALSE
+Samantha Hennard,10/22/2017,shot,gun,25,F,W,St. Joseph,MO,FALSE,attack,Foot,FALSE
+Dexter David Anthony Baxter,10/22/2017,shot,unarmed,30,M,N,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+Matthew David Palaita,10/23/2017,shot,gun,35,M,H,Lodi,CA,FALSE,attack,Not fleeing,FALSE
+Ashleigh Bertucci,10/23/2017,shot,gun,31,F,W,Shelbyville,KY,TRUE,other,Not fleeing,TRUE
+George Gipp,10/23/2017,shot,undetermined,35,M,N,Standing Rock Reservation,ND,FALSE,other,Car,FALSE
+Sean Bohinski,10/24/2017,shot,unarmed,37,M,W,Plymouth Township,PA,FALSE,attack,Not fleeing,FALSE
+Brandon Uzialko,10/24/2017,shot,gun,25,M,W,Norwich,CT,FALSE,attack,Foot,FALSE
+David Campos,10/24/2017,shot and Tasered,screwdriver,34,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Timothy Earl Jackson,10/25/2017,shot,gun,33,M,B,St. Petersburg,FL,FALSE,attack,Not fleeing,FALSE
+Antonio Levison,10/25/2017,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Foot,FALSE
+Sanders Surber,10/26/2017,shot,gun,32,M,W,Fairhope,AL,FALSE,attack,Other,FALSE
+Charles L. Wallace,10/26/2017,shot,,46,M,,Erie,PA,FALSE,other,Not fleeing,FALSE
+James M. Davis,10/26/2017,shot,gun,34,M,W,Horseheads,NY,FALSE,attack,Car,FALSE
+Jerry Richardson,10/27/2017,shot,machete,46,M,B,Indiantown,FL,TRUE,other,Not fleeing,FALSE
+Danny Sanchez,10/28/2017,shot,gun and car,40,M,H,Greeley,CO,FALSE,attack,Car,FALSE
+Lucas DeFord,10/28/2017,shot,gun,27,M,N,Black River Falls,WI,FALSE,other,Car,TRUE
+Baltazar Escalona-Baez,10/28/2017,shot,knife,17,M,H,Polk County,OR,FALSE,other,Car,FALSE
+Eric Higgs,10/29/2017,shot,gun,46,M,B,Tate County,MS,FALSE,attack,Car,FALSE
+Mark Bidon,10/29/2017,shot,gun,50,M,W,Centennial,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Lee Flowers,10/29/2017,shot,knife,41,M,W,New Castle,IN,FALSE,attack,Not fleeing,FALSE
+Kalin Jackson,10/29/2017,shot,,23,M,B,King of Prussia,PA,FALSE,other,Not fleeing,FALSE
+Robert James Lightfeather,10/30/2017,shot,gun,33,M,N,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Birelas-Contreras,10/31/2017,shot,knife,25,M,H,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Luvelle Kennon,10/31/2017,shot,undetermined,27,M,B,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Paul Landis Gorden,10/31/2017,shot,gun,39,M,W,Livingston,TN,FALSE,attack,Not fleeing,FALSE
+Vincent Hall,10/31/2017,shot,gun,22,M,B,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Heather Denean Bubrig,10/31/2017,shot,ax,37,F,W,Las Cruces,NM,TRUE,other,Not fleeing,FALSE
+Jamee Almarez,11/1/2017,shot,gun,27,M,H,Anniston,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Jacobs,11/1/2017,shot,,28,M,W,Pippa Passes,KY,FALSE,attack,Car,FALSE
+Wallace Jory,11/2/2017,shot,pitchfork,56,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jerry Roach,11/2/2017,shot,gun,71,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,11/2/2017,shot,gun,,M,,Inkster,MI,FALSE,attack,Not fleeing,FALSE
+Robert Powell,11/3/2017,shot,gun and car,53,M,W,Port Orange,FL,FALSE,attack,Car,FALSE
+Jorge Hidalgo,11/3/2017,shot,machete,43,M,,El Paso,TX,FALSE,other,,FALSE
+Marvin Stair,11/3/2017,shot,gun,44,M,,Batesville,AR,FALSE,attack,Not fleeing,FALSE
+Christopher Edward Loftis,11/3/2017,shot,gun and car,39,M,W,Ohatchee,AL,FALSE,attack,Car,FALSE
+Nyung Kyee,11/4/2017,shot,knife,56,M,A,Clarksville,AR,FALSE,attack,Not fleeing,FALSE
+Raymond Davis,11/4/2017,shot,gun,24,M,B,Columbus,MS,FALSE,other,Not fleeing,TRUE
+Michael Wayne Marin,11/4/2017,shot,gun,35,M,W,Parker,CO,FALSE,attack,,FALSE
+Frank Half,11/4/2017,shot,gun,30,M,N,Billings,MT,FALSE,attack,,FALSE
+Mason Johnson,11/4/2017,shot,gun,31,M,W,Owen County,IN,TRUE,attack,Not fleeing,FALSE
+Augustus Joshua Crawford,11/4/2017,shot,gun,20,M,B,Bakersfield,CA,FALSE,undetermined,Foot,FALSE
+John Quincy Grady,11/5/2017,shot,gun,35,M,W,Meridian,MS,FALSE,attack,Not fleeing,FALSE
+Marylsa Sanchez,11/5/2017,shot,,31,F,H,Rudioso,NM,FALSE,attack,Not fleeing,FALSE
+Eddie Lee Patterson,11/5/2017,shot,,49,M,B,Rockford,IL,FALSE,undetermined,Car,FALSE
+Pamela Webber,11/6/2017,shot,knife,54,F,W,Lynchburg,VA,TRUE,other,Not fleeing,FALSE
+TK TK,11/6/2017,shot,gun,48,M,W,Barstow,CA,FALSE,attack,Car,FALSE
+Talathia Brooks,11/7/2017,shot,gun,32,F,W,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+Jarrett Varnado,11/7/2017,shot,gun,35,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+James Jacob Bailey,11/8/2017,shot,gun,30,M,W,Forest Park,GA,FALSE,attack,Car,FALSE
+Roger Raymond York,11/8/2017,shot,gun,32,M,W,Clinton,TN,FALSE,attack,Foot,FALSE
+Victor Demetrius Bray,11/8/2017,shot,gun,31,M,W,Roanoke,VA,FALSE,other,Not fleeing,FALSE
+Jason Ike Pero,11/8/2017,shot,knife,14,M,N,Odanah,WI,FALSE,other,Not fleeing,FALSE
+Paul Jones,11/9/2017,shot,gun,25,M,B,Salisbury,NC,FALSE,attack,Car,FALSE
+Joseph Santos,11/9/2017,shot,,32,M,W,Providence,RI,FALSE,attack,Car,TRUE
+Charles Edwin Nickels,11/9/2017,shot,gun,35,M,W,Neshoba County,MS,TRUE,attack,Not fleeing,FALSE
+Kiser L. Sturgell,11/9/2017,shot,gun,27,M,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Ashley Jenkins,11/9/2017,shot,unarmed,23,F,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Terry A. Dubois,11/10/2017,shot,gun,55,M,W,Gibson,LA,TRUE,attack,Not fleeing,FALSE
+Thomas Aikens,11/10/2017,shot,knife,43,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ronald L. Klitzka,11/10/2017,shot,gun,62,M,W,Crystal,MN,TRUE,attack,Not fleeing,FALSE
+John Bazemore III,11/10/2017,shot,gun,25,M,B,Denver,CO,FALSE,other,Foot,FALSE
+TK TK,11/10/2017,shot,,,M,B,Hinds County,MS,FALSE,other,Not fleeing,FALSE
+Matthew Joseph Scudero,11/10/2017,shot,gun,50,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Shane Jensen,11/11/2017,shot,gun,19,M,W,Dakota City,IA,TRUE,attack,Other,FALSE
+Phillip Pitts,11/11/2017,shot,gun,41,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Eddy Longoria,11/11/2017,shot,gun,55,M,W,St. Tammany Parish,LA,FALSE,attack,Not fleeing,FALSE
+Larry Ruiz-Barreto,11/12/2017,shot,,19,M,H,Fall River,MA,FALSE,other,Car,FALSE
+Cornell Lockhart,11/13/2017,shot,knife,67,M,B,Tremont,NY,TRUE,attack,Not fleeing,TRUE
+Calvin Toney,11/13/2017,shot,unarmed,24,M,B,Baton Rouge,LA,FALSE,attack,Foot,TRUE
+Kevin J. Neal,11/14/2017,shot,gun,44,M,W,Rancho Tehama Reserve,CA,TRUE,undetermined,,FALSE
+Adam Brogdon,11/14/2017,shot,gun,23,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Keian Jones,11/14/2017,shot,knife,51,M,,Stockton,CA,FALSE,other,Car,FALSE
+Dustin Robert Pigeon,11/15/2017,shot,unarmed,29,M,A,Oklahoma City,OK,TRUE,other,Not fleeing,TRUE
+Thomas Barclay,11/15/2017,shot,gun,48,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Oscar Anaya,11/15/2017,shot,gun,22,M,H,Van Nuys,CA,FALSE,attack,Car,FALSE
+TK TK,11/15/2017,shot,knife,,M,B,Jackson,MS,FALSE,other,Not fleeing,FALSE
+Phillip Van Cise,11/15/2017,shot,gun,59,M,W,Elmira,NY,TRUE,attack,Not fleeing,FALSE
+Chester Randolph Ward,11/16/2017,shot,gun,68,M,B,Cedar Lake,TX,FALSE,attack,Not fleeing,FALSE
+Martin Jim,11/17/2017,shot,unarmed,25,M,W,Albuquerque,NM,FALSE,other,Car,FALSE
+Isaac Padilla,11/17/2017,shot,unarmed,23,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Shady Bell,11/17/2017,shot,gun,46,M,B,West Monroe,LA,FALSE,attack,Not fleeing,FALSE
+Bijan C. Ghaisar,11/17/2017,shot,unarmed,25,M,W,Fairfax,VA,FALSE,undetermined,Car,FALSE
+Seth Hardwick,11/17/2017,shot,gun,30,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Lawrence Hawkins,11/18/2017,shot,unarmed,56,M,B,Prichard,AL,FALSE,other,Car,FALSE
+Preston Bell,11/18/2017,shot,,24,M,N,Billings,MT,FALSE,attack,Car,FALSE
+Brian Calvert,11/18/2017,shot,,18,M,W,Warren County,KY,FALSE,attack,Car,FALSE
+Geronimo Vicente Santos,11/19/2017,shot,gun,34,M,,Lompoc,CA,FALSE,attack,,FALSE
+Jacob McCarty,11/19/2017,shot,gun,27,M,W,Greenville County,SC,FALSE,attack,Car,FALSE
+Matthew Donald Tobin,11/19/2017,shot,gun,26,M,W,Davenport,IA,FALSE,attack,Not fleeing,FALSE
+Seth William Johnson,11/20/2017,shot,knife,15,M,W,Gulfport,MS,FALSE,undetermined,Not fleeing,FALSE
+Emilio John Cruz Hernandez,11/23/2017,shot,gun,26,M,H,Klamath Falls,OR,FALSE,other,Foot,FALSE
+Nikolas Wanner,11/23/2017,shot,gun,32,M,W,Lebanon,MO,TRUE,attack,Not fleeing,FALSE
+Rehyen Bost-McMurray,11/23/2017,shot,gun,17,M,B,St. Louis,MO,FALSE,attack,,FALSE
+Jackie Germaine Ragland,11/23/2017,shot,gun,32,M,B,Pell City,AL,FALSE,attack,Not fleeing,FALSE
+David Leroy Thelen,11/23/2017,shot,knife,43,M,W,Holland Township,MI,TRUE,other,Not fleeing,FALSE
+Rocky Miles West,11/24/2017,shot,gun,26,M,W,Wimberley,TX,TRUE,attack,Not fleeing,FALSE
+Steve Steenhard,11/24/2017,shot,unknown weapon,51,M,W,Yuma,AZ,FALSE,undetermined,Not fleeing,FALSE
+Nelson F. Rodarte,11/25/2017,shot,gun,39,M,H,Penasco,NM,FALSE,attack,Not fleeing,FALSE
+Johnny Castro,11/26/2017,shot,gun,43,M,H,Lemoore,CA,FALSE,attack,Car,FALSE
+William Freddy Carter Jr.,11/26/2017,shot,gun,31,M,W,Huntsville,AL,FALSE,attack,Not fleeing,FALSE
+Daniel Navarro,11/26/2017,shot,knife,22,M,H,Covina,CA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Escobedo,11/27/2017,shot,gun,26,M,,Yakima,WA,FALSE,attack,Car,FALSE
+Christian Chavez,11/27/2017,shot,gun,40,M,H,South Gate,CA,TRUE,attack,Not fleeing,FALSE
+Robert Claude Smith,11/28/2017,shot,,64,M,W,Eaton County,MI,FALSE,attack,Car,FALSE
+Lucas Stone,11/28/2017,shot,gun,30,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+James C. Danforth,11/28/2017,shot,gun,59,M,W,Hillyard,WA,FALSE,attack,Foot,FALSE
+TK TK,11/29/2017,shot,undetermined,,M,,Three Points,AZ,FALSE,attack,,FALSE
+Aquoness Cathery,11/29/2017,shot,gun,24,M,B,Chicago,IL,FALSE,other,,TRUE
+Rufus Cedric Baker,11/30/2017,shot,gun,32,M,B,Hendersonville,NC,FALSE,other,Foot,FALSE
+Juan Andres Barillas,11/30/2017,shot,gun,37,M,H,North Hollywood,CA,FALSE,other,Car,FALSE
+Trent Fondren,12/1/2017,shot,knife,33,M,W,York,SC,FALSE,undetermined,,TRUE
+Keita O'Neil,12/1/2017,shot,unarmed,42,M,B,San Francisco,CA,FALSE,other,Car,TRUE
+Mario Guevara,12/2/2017,shot,knife,37,M,H,Colton,CA,TRUE,other,Not fleeing,FALSE
+Christopher Louis Willard,12/2/2017,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Gregory Ray Ham,12/3/2017,shot,sword,62,M,W,La Marque,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey Scott Cantrell,12/4/2017,shot,gun,46,M,W,Monticello,GA,FALSE,attack,Not fleeing,FALSE
+Mario Sanabria,12/5/2017,shot,machete,69,M,H,Bronx,NY,FALSE,other,Not fleeing,FALSE
+Johnnie D. Carter,12/5/2017,shot,gun,24,M,B,Bassett,VA,FALSE,attack,Not fleeing,FALSE
+Jean Pedro Pierre,12/6/2017,shot,unarmed,42,M,B,Lauderdale Lakes,FL,TRUE,attack,Not fleeing,TRUE
+Robert Page,12/6/2017,shot,gun,71,M,,Coral Springs,FL,TRUE,undetermined,Not fleeing,FALSE
+Scott Addison,12/6/2017,shot,gun,49,M,W,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Jesse Cole Shuping,12/7/2017,shot,gun,35,M,W,Peshtigo,WI,FALSE,attack,Car,FALSE
+Kyler Grabbingbear,12/7/2017,shot,undetermined,19,M,N,Denver,CO,FALSE,undetermined,Foot,FALSE
+John Souder,12/7/2017,shot,gun,40,M,W,Old Forge,PA,FALSE,attack,Car,FALSE
+Frederick Douglas Wilburn,12/7/2017,shot,,34,M,B,Tucson,AZ,FALSE,attack,Car,FALSE
+Vernchoy Saechao,12/8/2017,shot,gun,22,M,A,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Juliun Pitcher,12/9/2017,shot,gun,16,M,W,Dover,DE,FALSE,attack,Not fleeing,FALSE
+James Newman,12/9/2017,shot,gun,69,M,W,Rose Bud,AR,FALSE,attack,Not fleeing,FALSE
+Kyle Zahacefski,12/10/2017,shot,knife,24,M,W,Point Loma,CA,FALSE,other,,FALSE
+Kyle Anthony Mihecoby,12/10/2017,shot,Taser,28,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Ira Crawford,12/10/2017,shot,knife,26,M,,Mobile,AL,FALSE,attack,Not fleeing,FALSE
+Frank Lopez,12/10/2017,shot and Tasered,knife,48,M,,Artesia,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/11/2017,shot,gun,,M,,Seattle,WA,FALSE,attack,Car,TRUE
+Stacy Micheletti,12/11/2017,shot,unknown weapon,51,M,W,Great Falls,MT,FALSE,other,,FALSE
+Marcia Metzger Aiken,12/12/2017,shot,undetermined,50,F,,Rincon,GA,TRUE,undetermined,,FALSE
+Jeremy Patscheck,12/13/2017,shot,vehicle,,M,,Northglenn,CO,FALSE,attack,,FALSE
+TK TK,12/13/2017,shot,unknown weapon,,M,,Hamilton,AL,FALSE,other,Not fleeing,FALSE
+Zoe Dowdell,12/14/2017,shot,,20,M,B,New Britain,CT,FALSE,other,Car,FALSE
+Clifford Keller,12/15/2017,shot,gun,34,M,W,McMinnville,TN,FALSE,attack,Not fleeing,FALSE
+Robert Allen Morrison,12/15/2017,shot,gun,57,M,,Lexington,VA,FALSE,attack,Foot,FALSE
+Eric Campbell,12/15/2017,shot,gun,,M,,Yonkers,NY,FALSE,other,Car,FALSE
+Adam Radcliffe,12/15/2017,shot,,30,M,,Wilmington,DE,FALSE,other,Car,FALSE
+Michael Wilson,12/17/2017,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,FALSE
+TK TK,12/17/2017,shot,unknown weapon,,M,,Charleston,TN,FALSE,other,Foot,FALSE
+Willy Floyd McCord,12/17/2017,shot,gun,52,M,,Bremerton,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Crumbley,12/17/2017,shot,shovel,52,M,,Valley Head,WV,FALSE,attack,Not fleeing,FALSE
+Todd A. Stone,12/18/2017,shot,hatchet,48,M,B,Oak Park,MI,FALSE,other,Not fleeing,FALSE
+Tom Heath,12/19/2017,shot,knife,56,M,,Mulberry,AR,TRUE,other,Foot,FALSE
+TK TK,12/19/2017,shot,knife,24,M,,The Colony,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/19/2017,shot,gun,,M,,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+Robert Edwards,12/20/2017,shot,toy weapon,33,M,W,Miami Township,OH,TRUE,other,Not fleeing,FALSE
+Charles McBride,12/20/2017,shot,gun,56,M,,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Frankie Anchondo,12/20/2017,shot,unarmed,35,M,,Farmington,NM,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2017,shot,gun,,M,,Oceanside,CA,FALSE,undetermined,Foot,FALSE
+Kameron Prescott,12/21/2017,shot,unarmed,6,M,W,Schertz,TX,FALSE,other,Not fleeing,FALSE
+Amanda Lenee Jones,12/21/2017,shot,pipe,30,F,,Schertz,TX,FALSE,other,Foot,FALSE
+Jose Aguero,12/21/2017,shot,gun,26,M,H,Greeley,CO,TRUE,other,Foot,FALSE
+Ahmed Aminamin El-Mofty,12/22/2017,shot,gun,51,M,,Harrisburg,PA,FALSE,attack,Foot,FALSE
+Jeffrey John Golnick,12/22/2017,shot,gun,40,M,W,Gilbert,MN,FALSE,attack,Foot,FALSE
+Lawrence McClellon,12/22/2017,shot,gun,62,M,,Pocatello,ID,FALSE,other,Not fleeing,FALSE
+Jesse Murillo,12/23/2017,shot,metal object,32,M,,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jesse Champney,12/23/2017,shot,undetermined,26,M,,Canaan,NH,FALSE,undetermined,Not fleeing,FALSE
+Evilio Gomez,12/24/2017,shot,machete,46,M,H,Progreso,TX,FALSE,other,Not fleeing,FALSE
+Cody Dalton Eyre,12/24/2017,shot,gun,20,M,W,Fairbanks,AK,TRUE,attack,Not fleeing,TRUE
+Charlie Joseph Murillo,12/24/2017,shot,knife,25,M,,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jacob Craig,12/25/2017,shot,gun,,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Adrian Escobar,12/25/2017,shot,gun,28,M,,Yakima,WA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Fritz Macalevy,12/25/2017,shot,gun,44,M,,Boring,OR,FALSE,attack,Car,FALSE
+Jose Garcia,12/26/2017,shot,undetermined,31,M,,Yakima,WA,TRUE,undetermined,Not fleeing,FALSE
+Robert Miller,12/26/2017,shot,gun,40,M,,Tulare,CA,FALSE,attack,Car,FALSE
+James Alan Berrones,12/26/2017,shot,gun,46,M,,Roswell,NM,FALSE,attack,,FALSE
+Jesse Scarsbrook,12/26/2017,shot,gun,28,M,B,Lawrence,IN,FALSE,attack,Car,FALSE
+Robo Raikoglo,12/26/2017,shot,gun,30,M,W,Desert Hot Springs,CA,FALSE,attack,Car,FALSE
+Brooke Amelia Camacho,12/26/2017,shot,gun,38,F,,Farmers Branch,TX,FALSE,attack,Not fleeing,FALSE
+Salvador Byassee,12/26/2017,shot,knife,34,M,,300 block of State Line Road,TN,FALSE,other,Other,FALSE
+Joshua Paul Spottedhorse,12/26/2017,shot,gun,36,M,N,Spokane,WA,FALSE,attack,Foot,TRUE
+Dennis Plowden,12/27/2017,shot,,25,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Andrew Finch,12/27/2017,shot,unarmed,28,M,W,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Kenneth J. Perna-Rutsky,12/27/2017,shot,gun,38,M,W,Chester,VA,TRUE,attack,Not fleeing,FALSE
+Isaiah Christian Green,12/28/2017,shot,gun,20,M,,Dover Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Baird,12/28/2017,shot,gun,37,M,,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+Corey Bailey,12/28/2017,shot,gun,30,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Jarvis Lykes,12/29/2017,shot,undetermined,35,M,,Columbus,GA,FALSE,other,Car,FALSE
+Marco Antonio Carlos,12/30/2017,shot,gun,31,M,H,Redwood City,CA,FALSE,attack,Not fleeing,FALSE
+Heath Wayne Hodges,12/30/2017,shot,undetermined,36,M,W,Crowell,TX,FALSE,undetermined,,FALSE
+Oscar Sandoval,12/30/2017,shot,gun,39,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Matthew Riehl,12/31/2017,shot,gun,37,M,,Highlands Ranch,CO,TRUE,attack,Not fleeing,TRUE
+Ernie Macias,12/31/2017,shot,,32,M,,Delano,CA,FALSE,other,Car,FALSE
+Mark Steven Parkinson,1/1/2018,shot,gun,65,M,W,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Archie Lawhon III,1/1/2018,shot,gun,42,M,W,Romance,AR,FALSE,attack,Not fleeing,FALSE
+Gary Johns,1/1/2018,shot,gun,65,M,W,Edgewater,FL,TRUE,attack,Not fleeing,TRUE
+Shana Diane Musquiz,1/2/2018,shot,gun,30,F,W,Camp Wood,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Elliot,1/2/2018,shot,gun,49,M,W,Ozark,AR,TRUE,attack,Not fleeing,FALSE
+Louis C. Miller,1/2/2018,shot,knife,66,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Shaleem Tindle,1/3/2018,shot,gun,28,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Robert Hansen,1/4/2018,shot,gun,27,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Brandon O. Cude,1/4/2018,shot,gun,31,M,W,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+William B. Oleson,1/5/2018,shot,gun,46,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Ledarren D. Mixon,1/5/2018,shot,gun,28,M,B,Whitehall,OH,FALSE,attack,Not fleeing,FALSE
+Andy Vo,1/5/2018,shot,gun,35,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Daniel Saavedra-Arreola,1/6/2018,shot,pole and knife,24,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Charles Smith Jr.,1/6/2018,shot,gun,17,M,B,Little Rock,AR,FALSE,attack,Not fleeing,FALSE
+Jonathan William Leroy,1/6/2018,shot,baseball bat,39,M,W,McLoud,OK,FALSE,other,Not fleeing,FALSE
+Richard Rangel,1/6/2018,shot,gun,21,M,W,Round Rock,TX,FALSE,attack,Not fleeing,FALSE
+Skyler Burnette,1/6/2018,shot,knife,21,M,N,Sparta,WI,FALSE,other,Not fleeing,FALSE
+Guillermo Mendoza,1/6/2018,shot,gun,57,M,H,San Carlos Park,FL,FALSE,attack,Not fleeing,FALSE
+Gregory Stough,1/6/2018,shot,vehicle,27,M,W,Manchester Township,PA,FALSE,other,Car,FALSE
+Jackie Harlan Roberts,1/6/2018,shot,gun,62,M,W,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+John Bailon,1/6/2018,shot and Tasered,unarmed,40,M,B,Los Lunas,NM,FALSE,other,Car,FALSE
+Trayvon Mitchell,1/7/2018,shot,gun,38,M,B,Lauderhill,FL,FALSE,other,Foot,FALSE
+Alejandro Valdez,1/7/2018,shot,knife,27,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Richard R. Towler,1/7/2018,shot,gun,54,M,B,Danville,VA,FALSE,attack,Not fleeing,FALSE
+Michael Bender,1/7/2018,shot,gun,27,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Tyler Miller,1/7/2018,shot and Tasered,unarmed,51,M,W,Sedona,AZ,TRUE,other,Not fleeing,FALSE
+TK TK,1/8/2018,shot,gun,,M,,Horn Lake,MS,FALSE,attack,Car,FALSE
+Eugene Loftis,1/8/2018,shot,gun,25,M,W,Church Hill,TN,FALSE,other,Not fleeing,FALSE
+Primitivo Macias-Rodriguez,1/8/2018,shot,gun,46,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Travis Griffin,1/8/2018,shot,gun,20,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Frank William Pawul,1/8/2018,shot and Tasered,gun,32,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thompson Nguyen,1/9/2018,shot,ax,27,M,A,San Jose,CA,TRUE,other,Not fleeing,TRUE
+Shalun Dique Smith,1/10/2018,shot,vehicle,21,M,B,Palmdale,CA,FALSE,other,Car,FALSE
+Jose Arroyo-Rosales,1/11/2018,shot,gun,60,M,H,Fort Worth,TX,FALSE,attack,,FALSE
+Justin Coy Adkins,1/11/2018,shot,gun,44,M,W,Lexington County,SC,FALSE,attack,Car,FALSE
+Jonathan Bennett,1/11/2018,shot,gun,23,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Jared S.R. Williams,1/12/2018,shot,gun,31,M,W,Elko,NV,FALSE,other,Not fleeing,FALSE
+Terry Amons,1/12/2018,shot,gun,43,M,B,Pittsburg,CA,FALSE,other,Not fleeing,FALSE
+Jason D. Whittemore,1/12/2018,shot,gun,39,M,W,Scottsville,KY,FALSE,other,Not fleeing,FALSE
+Remi Sabbe,1/12/2018,shot,gun,54,M,W,Sherwood,OR,FALSE,attack,Car,FALSE
+Amanuel Dagebo,1/12/2018,shot,gun,22,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Juan Valencia,1/12/2018,shot,gun,36,M,,Puyallup,WA,FALSE,attack,Car,FALSE
+Jeffrey Alan Burleson,1/12/2018,shot,gun,37,M,W,Cave Junction,OR,FALSE,attack,Not fleeing,FALSE
+Joseph Hilton,1/13/2018,shot,gun,42,M,W,Huntersville,NC,TRUE,other,Not fleeing,TRUE
+Christian Escobedo,1/14/2018,shot,gun,22,M,H,El Sereno,CA,FALSE,other,Not fleeing,FALSE
+Robert Martinez,1/15/2018,shot,gun,42,M,H,Eugene,OR,FALSE,other,Not fleeing,FALSE
+Nathan Giffin,1/16/2018,shot,gun,32,M,W,Montpelier,VT,FALSE,undetermined,Foot,FALSE
+Victor M. Reyes,1/16/2018,shot,unknown weapon,30,M,H,Bedford,TX,FALSE,other,Not fleeing,FALSE
+Kerry Lee Nield,1/16/2018,shot,gun,53,F,W,Gooding,ID,FALSE,attack,Not fleeing,FALSE
+Bailey Turner,1/16/2018,shot and Tasered,unarmed,27,M,W,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Geraldine Townsend,1/17/2018,shot,pellet gun,72,F,B,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jihad Merrick,1/17/2018,shot,gun,29,M,B,Nashua,IA,TRUE,attack,Car,FALSE
+Brian Gregory,1/17/2018,shot,gun,34,M,B,Memphis,TN,FALSE,other,Car,FALSE
+Donte D. Shannon,1/17/2018,shot,gun,26,M,B,Racine,WI,FALSE,attack,Foot,FALSE
+Jordan Keckhut,1/17/2018,shot,knife,22,M,H,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Joseph Edward Haynes,1/17/2018,shot,unarmed,16,M,W,Franklin County,OH,FALSE,other,Not fleeing,FALSE
+Kevin Sturgis,1/18/2018,shot,gun,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Marshall Coleman,1/19/2018,shot,knife,58,M,W,Boonville,IN,TRUE,attack,Not fleeing,FALSE
+Nicholas Daniel Moore,1/20/2018,shot,knife,23,M,W,Fairmont,MN,FALSE,other,Not fleeing,FALSE
+Jason Lappe,1/20/2018,shot,gun,44,M,W,Dunwoody,GA,FALSE,other,Not fleeing,FALSE
+Shannon Jason Cables,1/20/2018,shot,gun,46,M,W,Lake Wales,FL,FALSE,attack,Not fleeing,FALSE
+Arther McAfee Jr.,1/20/2018,shot,unarmed,61,M,B,Longview,TX,TRUE,other,Not fleeing,FALSE
+John Albers,1/20/2018,shot,,17,M,W,Overland Park,KS,TRUE,other,Car,FALSE
+Ronald Jay Lawson,1/21/2018,shot,,46,M,W,Rockledge,FL,FALSE,other,Car,FALSE
+Ilkka O. Hiironen,1/21/2018,shot,unknown weapon,35,M,W,Ebey Island,WA,TRUE,other,Not fleeing,FALSE
+Joshua Dale Prough,1/22/2018,shot,gun,36,M,W,Battle Creek,MI,TRUE,other,Not fleeing,FALSE
+Aaron Olivarez Candanoza,1/22/2018,shot,,28,M,H,Irving,TX,FALSE,other,Car,FALSE
+Jonathan Duane Atchley,1/22/2018,shot,unarmed,37,M,W,Sallisaw,OK,FALSE,other,Not fleeing,FALSE
+Edward C. Gandy,1/22/2018,shot,claimed to be armed,47,M,W,Millville,NJ,TRUE,other,,FALSE
+Joe Delira-Alires,1/22/2018,shot,gun,35,M,H,Pueblo,CO,FALSE,attack,Other,TRUE
+Joseph E. Knight,1/22/2018,shot,gun,40,M,W,Tulsa,OK,FALSE,other,Car,FALSE
+Scott Senior,1/22/2018,shot,unknown weapon,38,M,,Crescent City,CA,FALSE,attack,,FALSE
+Ricky Jerome Boyd,1/23/2018,shot,BB gun,24,M,B,Chatham County,GA,FALSE,attack,,TRUE
+Alvaro Herrera,1/23/2018,shot,pipe,18,M,H,League City,TX,FALSE,attack,Foot,FALSE
+Corey Mobley,1/23/2018,shot,unarmed,38,M,B,Bradenton,FL,TRUE,other,Car,FALSE
+Shane McVey,1/23/2018,shot,unknown weapon,54,M,W,Idaho Falls,ID,FALSE,other,Foot,FALSE
+Humberto Vera-Munoz,1/24/2018,shot,unknown weapon,27,M,H,Sparks,NV,FALSE,other,Foot,FALSE
+David Byron Kidney,1/24/2018,shot,gun,62,M,W,Union Township,MI,FALSE,attack,Not fleeing,FALSE
+William Charles Mackenzie,1/25/2018,shot,gun,66,M,W,Little Orleans,MD,FALSE,attack,Not fleeing,FALSE
+Ulises Valladares,1/25/2018,shot,unarmed,47,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Dustin Gonzales Castillo,1/25/2018,shot,knife,19,M,H,San Antonio,TX,FALSE,attack,Other,FALSE
+Steven Hutchins,1/25/2018,shot,toy weapon,27,M,W,Buford,GA,TRUE,attack,Not fleeing,FALSE
+Christopher Eric Giles,1/26/2018,shot,gun,23,M,W,Austin,TX,FALSE,attack,Car,FALSE
+Axell Vivas,1/26/2018,shot,gun,42,M,H,Las Vegas,NV,TRUE,other,,FALSE
+Nathaniel T. Edwards,1/26/2018,shot,,43,M,B,Rock Falls,IL,FALSE,attack,Car,FALSE
+Matthew Zimmerman,1/26/2018,shot,knife,42,M,W,Alton,IL,FALSE,attack,Not fleeing,FALSE
+William Pollard,1/27/2018,shot,knife,45,M,B,Walton,IN,TRUE,other,Not fleeing,FALSE
+Crystalline Barnes,1/27/2018,shot,,21,F,B,Jackson,MS,FALSE,attack,Car,FALSE
+Kirsten Kloppe,1/27/2018,shot,gun,43,F,W,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Anthony S. McDaniel,1/28/2018,shot,gun,45,M,W,London,KY,FALSE,attack,Not fleeing,FALSE
+Billy Lewis Rucker,1/28/2018,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Foot,TRUE
+Paul David Johnson,1/28/2018,shot,gun,38,M,W,Chamblee,GA,FALSE,attack,Foot,FALSE
+Gregory Kocian,1/28/2018,shot,gun,33,M,W,Conroe,TX,FALSE,attack,Car,FALSE
+TK TK,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Michael Hansford,1/29/2018,shot,knife,52,M,B,Bronx,NY,FALSE,other,Foot,TRUE
+Mark Renee Flores,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Ricky Leon Rusche,1/30/2018,shot,unarmed,40,M,W,Pink,OK,FALSE,other,Not fleeing,FALSE
+Gilbert Salas,1/31/2018,shot,knife,20,M,H,St. James,MN,FALSE,other,Foot,FALSE
+Adrian Valdez,1/31/2018,shot,knife,39,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+James M. Burks,2/1/2018,shot,unarmed,35,M,W,Waverly,OH,TRUE,attack,Foot,FALSE
+Albert E. Morton,2/1/2018,shot,,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Daniel O. El,2/1/2018,shot,gun,32,M,B,Peoria,IL,FALSE,attack,Foot,FALSE
+William Young,2/1/2018,shot,gun,56,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Anthony Joe Williams,2/1/2018,shot,gun,37,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Alexander W. Simpson,2/1/2018,shot,gun,32,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Brett Dontae Bush,2/1/2018,shot,knife,28,M,B,Clayton,GA,FALSE,other,Other,FALSE
+Taylor Schnortz,2/1/2018,shot,gun,26,M,W,Helena,MT,TRUE,other,,FALSE
+Billy Ray Riggs,2/1/2018,shot,vehicle,38,M,,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Charlie Shoupe,2/2/2018,shot,knife,27,M,W,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+TK TK,2/2/2018,shot,gun,,M,,Winters,TX,TRUE,attack,Not fleeing,FALSE
+Mitchell Kitchen,2/3/2018,shot,toy weapon,,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Alan Greenough,2/3/2018,shot,unarmed,43,M,W,Reading,MA,FALSE,other,Foot,FALSE
+Ernie Lizana,2/3/2018,shot,gun,49,M,W,Gulfport,MS,FALSE,attack,Foot,FALSE
+Anthony Jacob Weber,2/4/2018,shot,gun,16,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jason Richard Sienze,2/5/2018,shot,gun,35,M,W,Nice,CA,FALSE,other,Not fleeing,FALSE
+Manuel Zetina,2/5/2018,shot,gun,19,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+James Benny Hobbs,2/6/2018,shot,unarmed,59,M,W,St. Augustine,FL,FALSE,other,Not fleeing,FALSE
+Alex Duran,2/6/2018,shot,knife,29,M,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Paul Mono,2/6/2018,shot,gun,65,M,,Laguna Woods,CA,FALSE,attack,Not fleeing,FALSE
+Cesar Bautista,2/6/2018,shot,,37,M,H,Los Angeles,CA,FALSE,other,Car,FALSE
+Hugo Steven Selva,2/7/2018,shot and Tasered,,22,M,W,Lantana,FL,FALSE,attack,Car,FALSE
+Lloyd Harris,2/8/2018,shot,BB gun,40,M,W,Antioch,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Colon,2/8/2018,shot,knife,35,M,H,Grant-Valkaria,FL,TRUE,other,Not fleeing,FALSE
+Tierre Guthrie,2/9/2018,shot,gun,39,M,B,Locust Grove,GA,FALSE,attack,Not fleeing,FALSE
+David Darden,2/9/2018,shot,vehicle,36,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+John Hamilton,2/9/2018,shot,gun,78,M,W,Flagstaff,AZ,FALSE,other,Not fleeing,TRUE
+Steven Tyler Reed,2/10/2018,shot,toy weapon,25,M,W,Columbus,OH,FALSE,undetermined,Foot,FALSE
+Troy Jacques,2/10/2018,shot,gun,41,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Michael Weber,2/10/2018,shot,gun,63,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Sidney T. Richardson,2/10/2018,shot and Tasered,machete,48,M,B,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Benjamin Gregware,2/11/2018,shot,gun,42,M,W,Bolton,VT,TRUE,other,Not fleeing,FALSE
+Mark Daniels,2/11/2018,shot,gun,39,M,B,Pittsburgh,PA,FALSE,attack,Foot,FALSE
+TK TK,2/11/2018,shot,gun,,M,,Grant,OK,FALSE,attack,Not fleeing,FALSE
+Raymond Bishop,2/12/2018,shot,gun,84,M,W,Homestead,FL,TRUE,attack,Not fleeing,FALSE
+Ronnell Foster,2/13/2018,shot,unarmed,33,M,B,Vallejo,CA,FALSE,attack,Foot,FALSE
+Peter Le,2/13/2018,shot,gun and knife,52,M,A,Denver,CO,FALSE,other,Not fleeing,FALSE
+Dawn Elika Center,2/13/2018,shot,gun,48,F,W,Willits,CA,FALSE,other,Car,FALSE
+TK TK,2/14/2018,shot,gun,,M,,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Jimmy Terry,2/14/2018,shot,knife,30,M,B,Merrillville,IN,TRUE,attack,Not fleeing,FALSE
+Travis D. Tucker,2/14/2018,shot,gun,29,M,W,Kokomo,IN,FALSE,other,Not fleeing,FALSE
+Preston Ray Holloway,2/14/2018,shot,gun,27,M,W,Belton,MO,TRUE,attack,Other,FALSE
+Donald Fulton,2/14/2018,shot,gun,41,M,W,Mobile,AL,TRUE,attack,Not fleeing,FALSE
+Arthur Joseph Gonzales,2/15/2018,shot,gun,57,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Fordell Hill,2/15/2018,shot,gun,27,M,N,Montezuma Creek,UT,FALSE,attack,Car,FALSE
+Wesley Taylor,2/15/2018,shot,gun,58,M,W,Henderson,NC,FALSE,attack,Not fleeing,FALSE
+Tim Berger,2/16/2018,shot,unknown weapon,59,M,W,Cocoa Beach,FL,TRUE,undetermined,,FALSE
+Odrey Paul Reed,2/16/2018,shot,undetermined,39,M,W,Sissonville,WV,TRUE,undetermined,,FALSE
+Lamar Green,2/17/2018,shot,gun,28,M,B,Inwood,WV,FALSE,attack,Not fleeing,FALSE
+Ryan Batchelder,2/17/2018,shot,,28,M,W,Hernando,FL,FALSE,other,Not fleeing,FALSE
+Nathaniel Montoya,2/17/2018,shot,,23,M,H,Las Cruces,NM,FALSE,other,Car,FALSE
+Paul Stanley Strickland,2/17/2018,shot,gun,55,M,W,Catoosa,OK,TRUE,attack,Not fleeing,FALSE
+Ernest Manuel Montelongo,2/18/2018,shot,gun,33,M,H,Guadalupe County,TX,FALSE,attack,Car,FALSE
+Jason Seavers,2/19/2018,shot,gun,41,M,,Seattle,WA,FALSE,attack,Not fleeing,FALSE
+Thomas Vincent Alvarez,2/19/2018,shot,gun,23,M,H,Austin,TX,TRUE,attack,Other,FALSE
+Lawrence Shaw,2/19/2018,shot,knife,45,M,B,Denton,TX,FALSE,other,Foot,TRUE
+Glenn Tyndell,2/21/2018,shot,gun,37,M,B,Fort Washington,MD,FALSE,attack,Car,FALSE
+Lonnie Smith,2/21/2018,shot,gun,21,M,B,Montgomery,AL,FALSE,attack,Foot,FALSE
+Michael Andrew Schieffer,2/21/2018,shot,gun,27,M,W,Stutsman County,ND,FALSE,attack,Car,FALSE
+Edward Hallinan,2/21/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Lee Edward Bonner,2/21/2018,shot,gun,37,M,B,Jackson,MS,FALSE,attack,Foot,FALSE
+Darion Baker,2/21/2018,shot,unarmed,22,M,B,Stratford,TX,FALSE,other,Car,FALSE
+Joshua D. Babb,2/22/2018,shot,gun,26,M,B,Church Hill,TN,FALSE,other,,FALSE
+Jacob Uptain,2/22/2018,shot,gun,27,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Mario Dantoni Bass,2/23/2018,shot,unarmed,37,M,B,Woodbridge,VA,FALSE,other,Foot,FALSE
+Douglas Kemp,2/23/2018,shot,toy weapon,58,M,W,Evansville,IN,FALSE,other,Not fleeing,FALSE
+Randall Beymer,2/24/2018,shot,toy weapon,62,M,W,Monongalia,WV,FALSE,attack,Not fleeing,TRUE
+Haydon Taylor,2/25/2018,shot,knife,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Douglas Oneyear,2/25/2018,shot,sword,36,M,W,Casper,WY,FALSE,other,Foot,FALSE
+TK TK,2/25/2018,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Aaron Clifford Fike,2/26/2018,shot,gun,27,M,W,Crawford County,OH,FALSE,attack,Foot,FALSE
+Joshua Kinnard,2/26/2018,shot,gun,37,M,W,Gilbert,AZ,FALSE,attack,,FALSE
+Ethan Straub,2/26/2018,shot,gun,25,M,W,Wamego,KS,FALSE,attack,Not fleeing,FALSE
+William Watson,2/26/2018,shot,gun,40,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Orbel Nazarians,2/26/2018,shot and Tasered,machete,22,M,W,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Marlon Smith,2/27/2018,shot,gun,29,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Dustin James Case,2/27/2018,shot,gun,20,M,W,Chester,SC,FALSE,other,Car,TRUE
+Curtis Bradley Ware,2/27/2018,shot,gun,33,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Qawi A. Muhammad,2/28/2018,shot,gun,48,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ernesto Michel,2/28/2018,shot,unknown weapon,47,M,H,Alamosa,CO,FALSE,other,Not fleeing,FALSE
+Timothy M. Gray,3/1/2018,shot,machete,40,M,B,Henrico,VA,FALSE,other,Car,FALSE
+Joel Jacobo,3/1/2018,shot,unknown weapon,29,M,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jose D. Gomez Burgos,3/2/2018,shot,unknown weapon,29,M,H,Bristol Township,PA,FALSE,other,Not fleeing,FALSE
+Stephen Hudak,3/2/2018,shot,gun,44,M,W,Glendale,AZ,FALSE,attack,Foot,FALSE
+Christopher Race,3/2/2018,shot,knife,36,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/2/2018,shot,undetermined,31,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Erik Dunham,3/2/2018,shot,gun,48,M,W,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+James Vaughn,3/2/2018,shot,unknown weapon,49,M,B,Clarksville,TX,FALSE,attack,Not fleeing,TRUE
+Amanda Alvarez,3/3/2018,shot,piece of wood,38,F,H,Pima County,AZ,FALSE,other,Not fleeing,FALSE
+Michael McEntee,3/3/2018,shot,gun,70,M,,Johnson County,MO,FALSE,attack,Not fleeing,FALSE
+Marvin McMillian,3/3/2018,shot,gun,41,M,B,Gulfport,MS,FALSE,attack,Not fleeing,FALSE
+Angel Luis Ortiz,3/4/2018,shot,toy weapon,,M,H,Abington Township,PA,FALSE,other,Not fleeing,FALSE
+Brandon Kuhlman,3/5/2018,shot,gun,28,M,W,Sandpoint,ID,TRUE,attack,Not fleeing,FALSE
+David Willoughby,3/5/2018,shot,toy weapon,33,M,W,Carroll County,GA,FALSE,attack,Not fleeing,FALSE
+Ryan L. Smith,3/5/2018,shot,knife,44,M,W,Lakeland,FL,TRUE,other,Foot,FALSE
+Robert Lewis Yates,3/5/2018,shot,gun,65,M,W,Barnwell,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,3/5/2018,shot,gun,,M,,Kansas City,MO,FALSE,attack,,FALSE
+Steven Dalton,3/5/2018,shot,gun,35,M,W,Oil Springs,KY,TRUE,attack,Not fleeing,FALSE
+Andrew Rossi,3/5/2018,shot,knife,25,M,W,Farmington,NM,FALSE,other,Not fleeing,FALSE
+Michael Kline,3/6/2018,shot,gun,40,M,W,North Manchester,IN,FALSE,attack,Not fleeing,TRUE
+Michael Reynolds,3/6/2018,shot,gun,36,M,W,Terre Haute,IN,TRUE,attack,Not fleeing,FALSE
+Steven Peters,3/6/2018,shot,gun,55,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Jesus Delgado-Duarte,3/6/2018,shot,gun,19,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Louis Troy Risinger,3/6/2018,shot,gun,70,M,W,Shelbyville,TX,FALSE,other,Not fleeing,FALSE
+James E. Waters,3/6/2018,shot,gun,37,M,B,Clinton,MO,TRUE,attack,Not fleeing,FALSE
+Donald McFarlane,3/7/2018,shot,gun,53,M,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Amelia Huron-Macias,3/7/2018,shot,unarmed,84,F,W,Bexar County,TX,FALSE,other,Not fleeing,FALSE
+Victor Ancira,3/7/2018,shot and Tasered,pick-axe,46,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamil Harvey,3/8/2018,shot,gun,29,M,B,Spotsylvania,VA,FALSE,attack,Other,FALSE
+TK TK,3/8/2018,shot,toy weapon,,M,,Pottstown,PA,TRUE,other,Not fleeing,FALSE
+Dwight Heckman,3/8/2018,shot,gun,27,M,N,Pilot Station,AK,FALSE,attack,Foot,FALSE
+TK TK,3/8/2018,shot,undetermined,,M,,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Alkeeta Allena Walker,3/9/2018,shot,knife,32,F,W,Tarpon Springs,FL,FALSE,other,Not fleeing,FALSE
+David Gardea,3/9/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Hieu Than,3/9/2018,shot,knife,38,M,A,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Stacey Reynolds,3/10/2018,shot,gun,20,M,B,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Orion Godbout,3/10/2018,shot,gun,45,M,H,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Pawlik,3/11/2018,shot,gun,32,M,W,Oakland,CA,TRUE,attack,Not fleeing,FALSE
+Andy Lucero,3/11/2018,shot,gun,48,M,H,Fort Sumner,NM,FALSE,other,Foot,FALSE
+Juan Garcia Alvarez,3/11/2018,shot,gun,57,M,H,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Decynthia Clements,3/12/2018,shot,knife,34,F,B,Elgin,IL,TRUE,other,Car,TRUE
+Jaden Marsh,3/12/2018,shot,gun,16,M,W,Midland,MI,TRUE,attack,Foot,FALSE
+Kenneth Scott Townley,3/12/2018,shot,gun,47,M,W,Blackman Township,MI,FALSE,attack,Foot,FALSE
+Brisco Tim Woodell,3/12/2018,shot,gun,61,M,W,Lexington,NC,FALSE,attack,Not fleeing,FALSE
+Justin Lee Dietrich,3/12/2018,shot,,32,M,W,West Fargo,ND,FALSE,attack,Car,FALSE
+Corky Lee Oliver,3/12/2018,shot,gun,31,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Michael Ward,3/12/2018,shot and Tasered,baseball bat,46,M,B,Manhasset,NY,FALSE,attack,Not fleeing,FALSE
+Jontell Reedom,3/12/2018,shot and Tasered,baton,27,M,B,Tulare,CA,TRUE,attack,Foot,FALSE
+Bryan Liles,3/13/2018,shot,gun,31,M,W,Sandy,UT,FALSE,other,Not fleeing,FALSE
+Ryan Chapman,3/14/2018,shot,,26,M,W,Keizer,OR,FALSE,other,Foot,FALSE
+Shermichael Ezeff,3/14/2018,shot,unarmed,31,M,B,East Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+TK TK,3/14/2018,shot,unknown weapon,,M,,Parmelee,SD,FALSE,other,,FALSE
+Cameron Hall,3/15/2018,shot and Tasered,unarmed,27,M,B,Casa Grande,AZ,FALSE,attack,Not fleeing,FALSE
+James Alfonso Vaughn,3/16/2018,shot,gun,49,M,B,Clarksville,TN,FALSE,attack,Not fleeing,FALSE
+Mark Clinton Harrell,3/16/2018,shot,knife,26,M,W,Jonesborough,TN,TRUE,other,Foot,FALSE
+William Langfitt,3/16/2018,shot,knife,28,M,W,Elk Plain,WA,TRUE,other,Not fleeing,FALSE
+Bobby Lovin,3/16/2018,shot,ax,62,M,W,Burnsville,NC,FALSE,other,,FALSE
+TK TK,3/16/2018,shot,undetermined,34,M,,Harris County,TX,FALSE,attack,Not fleeing,FALSE
+Osbaldo Jimenez Ramirez,3/17/2018,shot,gun,50,M,H,Valley View,CA,FALSE,other,Car,FALSE
+TK TK,3/18/2018,shot,,,M,,Lancaster,TX,FALSE,attack,Car,FALSE
+Stephon Clark,3/18/2018,shot,unarmed,23,M,B,Sacramento,CA,FALSE,other,Foot,TRUE
+Manuel Borrego,3/18/2018,shot,knife,40,M,H,South El Monte,CA,FALSE,other,Foot,FALSE
+Quintin J. Horner,3/19/2018,shot,gun,50,M,N,Utica,KY,FALSE,attack,Other,FALSE
+Michael Lavelle Holliman,3/19/2018,shot,crossbow,50,M,W,Lone Rock,AR,FALSE,other,Not fleeing,FALSE
+Steven Nguyen,3/19/2018,shot,unarmed,27,M,A,Denver,CO,FALSE,other,Car,FALSE
+Jermaine Massey,3/19/2018,shot and Tasered,knife,35,M,B,Greenville,SC,FALSE,other,Not fleeing,TRUE
+Joel Pflum,3/20/2018,shot,gun,32,M,W,Scott County,KY,FALSE,attack,Not fleeing,FALSE
+Kent Earl Pittman,3/20/2018,shot,gun,56,M,W,Timberlake,NC,TRUE,attack,Not fleeing,FALSE
+Chance Christopher Haegele,3/20/2018,shot,gun,20,M,W,Winter Haven,FL,TRUE,attack,Not fleeing,FALSE
+Scott Mielentz,3/20/2018,shot,gun,56,M,W,Princeton,NJ,FALSE,other,Not fleeing,FALSE
+Duane Preciado,3/21/2018,shot,gun,39,M,N,Owasso,OK,TRUE,attack,Not fleeing,TRUE
+Mark Allen Lunn,3/21/2018,shot,knife,47,M,W,Mannford,OK,TRUE,other,Not fleeing,FALSE
+Jason M. Raffaeli,3/21/2018,shot,gun,25,M,W,Amelia Island,FL,TRUE,attack,Not fleeing,FALSE
+Jehad Eid,3/21/2018,shot,gun,21,M,A,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Angel Uolla,3/21/2018,shot,knife,18,M,H,Littlefield,TX,FALSE,attack,Foot,FALSE
+Santiago Calderon,3/22/2018,shot,gun,36,M,H,Aurora,IL,FALSE,attack,Foot,FALSE
+Danny Thomas,3/22/2018,shot,unarmed,35,M,B,Greenspoint,TX,TRUE,attack,Not fleeing,FALSE
+Michael Leroy McGinnis,3/23/2018,shot,gun,29,M,W,Abilene,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Young,3/23/2018,shot,unarmed,32,M,,Bogalusa,LA,FALSE,attack,Not fleeing,FALSE
+Steven Cortez,3/23/2018,shot,gun,20,M,H,Childress,TX,FALSE,attack,Foot,FALSE
+Linus F. Phillip,3/23/2018,shot,,30,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kevin Hall,3/23/2018,shot,unknown weapon,40,M,W,Genesee Township,MI,FALSE,other,Car,FALSE
+Robert Vega,3/23/2018,shot,incendiary device,48,M,H,Douglas,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/23/2018,shot,unknown weapon,,M,,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+Kevin Robles,3/23/2018,shot and Tasered,knife,23,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Nikolai Yakunin,3/24/2018,shot,unarmed,42,M,W,Nikolaevsk,AK,FALSE,attack,Not fleeing,FALSE
+Zander M. Clark,3/24/2018,shot,knife,20,M,N,Anchorage,AK,FALSE,other,Foot,FALSE
+Kaitlin Marie Demeo,3/24/2018,shot,gun,25,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Hugo Alvarez,3/25/2018,shot,gun,28,M,H,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Nathan C. Castle,3/26/2018,shot,gun,34,M,W,Wise County,VA,FALSE,other,Car,FALSE
+Juan Carlos Romero,3/27/2018,shot,gun,41,M,H,Sanford,NC,FALSE,attack,Not fleeing,TRUE
+Isaac Michael Scroggie,3/27/2018,shot,unarmed,24,M,W,Midway,FL,TRUE,attack,Other,TRUE
+Evan Bashir,3/27/2018,shot,unknown weapon,29,M,W,Nampa,ID,FALSE,undetermined,Not fleeing,FALSE
+Holly Knighton,3/27/2018,shot,vehicle,33,F,W,Montgomery,AL,FALSE,attack,Car,FALSE
+Jose Aaron Gonzalez,3/27/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+William John Dominguez,3/28/2018,shot,gun and knife,31,M,W,Stillwater,OK,TRUE,other,Not fleeing,FALSE
+Aaron Ibrahem,3/28/2018,shot,gun,26,M,W,Lower Macungie Township,PA,FALSE,attack,Foot,FALSE
+Jesse Kilgus,3/28/2018,shot,gun,51,M,W,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Gerald Richard Johns,3/28/2018,shot,,64,M,W,Sylacauga,AL,FALSE,attack,Car,FALSE
+Robert B. Shaw,3/28/2018,shot,gun,29,M,W,Swansea,SC,TRUE,other,Car,FALSE
+George Pappas,3/28/2018,shot,knife,61,M,W,Surprise,AZ,FALSE,other,Not fleeing,FALSE
+Marco Antonio Saavedra,3/29/2018,shot,gun,44,M,H,Pasadena,TX,TRUE,attack,Other,TRUE
+Rodney Toler,3/29/2018,shot,gun,39,M,B,Charleston,WV,TRUE,attack,Car,FALSE
+James Decoursey,3/29/2018,shot,gun,35,M,W,Clarksville,TN,FALSE,other,Other,FALSE
+Christopher Gatewood,3/29/2018,shot and Tasered,knife,39,M,W,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Edward Van McCrae,3/30/2018,shot,gun,60,M,B,Winston-Salem,NC,FALSE,other,Not fleeing,FALSE
+Timothy Breckenridge,3/30/2018,shot,toy weapon,42,M,W,Atwater,CA,FALSE,other,Not fleeing,FALSE
+Jason Birt,3/31/2018,shot,machete,27,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Nicolas Sedano,3/31/2018,shot,,21,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Cresencio Rodriguez,4/1/2018,shot,gun,33,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Bobby Hinton,4/1/2018,shot,gun,60,M,B,New Llano,LA,FALSE,attack,Not fleeing,FALSE
+Joseph Walden Johnson,4/1/2018,shot,gun,24,M,W,Goodbee,LA,FALSE,attack,Car,FALSE
+Timothy Wyatt,4/1/2018,shot,gun,41,M,B,Tampa,FL,FALSE,attack,Car,FALSE
+Brian Bellamy,4/1/2018,shot,knife,41,M,B,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Christopher Hall,4/1/2018,shot,gun,34,M,B,Jackson,MI,TRUE,attack,Not fleeing,FALSE
+Luis Yair Alvarez,4/1/2018,shot,knife,23,M,H,Brownsville,TX,TRUE,other,Not fleeing,FALSE
+Donald McCarter,4/1/2018,shot,knife,38,M,W,Belton,MO,FALSE,other,,FALSE
+John Wussler,4/1/2018,shot,gun,58,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Jeffrey Louis Parker,4/3/2018,shot,gun,49,M,W,Huntsville,AL,TRUE,undetermined,Not fleeing,TRUE
+Deshawn Antonio Carswell,4/4/2018,shot,knife,27,M,B,Okmulgee,OK,TRUE,other,Not fleeing,FALSE
+Adan Rene Marrero,4/4/2018,shot,gun,34,M,H,Corpus Christi,TX,FALSE,other,Foot,FALSE
+Saheed Vassell,4/4/2018,shot,metal pipe,34,M,B,New York,NY,TRUE,attack,Not fleeing,FALSE
+Grady Parks,4/4/2018,shot,gun,70,M,,Molena,GA,FALSE,attack,Not fleeing,FALSE
+Alexis Stinson,4/4/2018,shot,gun,44,F,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kelvin Baldwin,4/4/2018,shot,gun,30,M,W,Mesa,AZ,FALSE,attack,Foot,FALSE
+Robert Litolff,4/5/2018,shot,gun,81,M,W,Greece,NY,FALSE,attack,Not fleeing,FALSE
+William Frazier,4/5/2018,shot,gun,40,M,W,Volant,PA,FALSE,attack,Not fleeing,FALSE
+Terrance Eppenger,4/5/2018,shot,knife,27,M,B,South Bend,IN,FALSE,other,Not fleeing,FALSE
+Diante Yarber,4/5/2018,shot,vehicle,26,M,B,Barstow,CA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Prasad,4/5/2018,shot,gun,18,M,A,Fremont,CA,FALSE,attack,Foot,FALSE
+Raymond Lyle Bell,4/5/2018,shot,gun,59,M,W,Reynoldsville,WV,FALSE,other,Foot,TRUE
+Rafael Ramirez,4/5/2018,shot,knife,56,M,H,South Bend,IN,TRUE,other,Not fleeing,FALSE
+Junior Davis Lopez,4/5/2018,shot,gun,22,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Jonathan Erick Alexander,4/6/2018,shot,gun,26,M,,Marysville,CA,FALSE,attack,Car,FALSE
+Antonio Aquino,4/6/2018,shot,gun,34,M,A,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Yielding,4/6/2018,shot,knife,23,M,W,Searcy County,AR,FALSE,attack,Foot,FALSE
+Mitchell Nelson,4/6/2018,shot,gun,36,M,W,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+John A. Elifritz,4/7/2018,shot,knife,48,M,W,Portland,OR,TRUE,other,Other,FALSE
+Larry Siordia,4/7/2018,shot,gun,33,M,W,Oroville,CA,FALSE,attack,Not fleeing,FALSE
+Carlos Roman Urias,4/8/2018,shot,toy weapon,24,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Juan Markee Jones,4/8/2018,shot,unarmed,25,M,B,Danville,VA,FALSE,other,Other,TRUE
+Elijah James Smith,4/8/2018,shot,screwdriver,20,M,B,West Valley City,UT,FALSE,other,Foot,TRUE
+Russell Bowman,4/8/2018,shot,screwdriver,45,M,W,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Daniel Joseph Carver,4/9/2018,shot,gun,29,M,W,Reseda,CA,FALSE,other,Foot,TRUE
+James Matthew Rogers,4/9/2018,shot,gun,34,M,W,Oaks,OK,FALSE,other,Not fleeing,TRUE
+Robert George Issa,4/9/2018,shot and Tasered,knife,23,M,W,Troy,MI,FALSE,attack,Not fleeing,FALSE
+Zachary Glen Hoven,4/9/2018,shot and Tasered,knife,29,M,W,Billings,MT,FALSE,attack,Not fleeing,TRUE
+Shawn Michael Hubbard,4/10/2018,shot,toy weapon,44,M,W,Billings,MT,FALSE,other,Not fleeing,FALSE
+Mark Powell,4/10/2018,shot,gun,39,M,,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Grechario Mack,4/10/2018,shot,knife,30,M,B,Baldwin Hills,CA,TRUE,other,Foot,FALSE
+Antonino Thomas Gordon,4/10/2018,shot,,28,M,W,Royal Oak,MI,FALSE,other,Car,FALSE
+Betty Lemoine,4/11/2018,shot,gun,71,F,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kenneth Ross,4/11/2018,shot,gun,25,M,B,Gardena,CA,FALSE,attack,Not fleeing,FALSE
+Keith Alan Kent,4/11/2018,shot,gun,61,M,W,Pembroke,NY,TRUE,attack,Not fleeing,TRUE
+Chad Eric Montgomery,4/11/2018,shot,machete,39,M,W,Sparta,NC,FALSE,other,Not fleeing,TRUE
+Kendall Lemoine,4/11/2018,shot,gun,50,M,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Dashaun Shepard,4/12/2018,shot,gun,,M,B,Atlanta,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin Evans,4/12/2018,shot,gun,23,M,W,Lake Elmo,MN,TRUE,undetermined,Not fleeing,FALSE
+Rumondale Jones,4/12/2018,shot,knife,39,M,B,Helena-West Helena,AR,FALSE,attack,Not fleeing,FALSE
+Steven Brooks,4/12/2018,shot,gun,45,M,B,Washington,PA,FALSE,attack,Other,FALSE
+TK TK,4/12/2018,shot,glass shard,,M,,Trinidad,CO,FALSE,other,Not fleeing,FALSE
+Kenneth Warren Resendez,4/13/2018,shot,knife,34,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Bruce Arnold Allee,4/13/2018,shot,gun,31,M,W,Thornton,CO,FALSE,other,Car,FALSE
+Jose Pietri,4/14/2018,shot,gun,55,M,H,Millville,NJ,FALSE,other,Car,FALSE
+Andre Lavance Rippy,4/14/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Other,FALSE
+Jessie Thedford,4/14/2018,shot,vehicle,32,M,W,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Eduardo Andrade,4/14/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Petrica Peter Muntean,4/14/2018,shot,toy weapon,24,M,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Ruben Stewart,4/15/2018,shot,knife,36,M,N,Lodge Grass,MT,FALSE,other,Not fleeing,FALSE
+Lonnie Marcel Bowen,4/17/2018,shot,screwdriver,41,M,B,Magna,UT,TRUE,attack,Car,FALSE
+Sanchez Lowe,4/17/2018,shot,,25,M,B,Austell,GA,FALSE,attack,Car,FALSE
+Justin Monjay,4/17/2018,shot,vehicle,39,M,W,Tishomingo,OK,FALSE,attack,Car,FALSE
+Charles Whitley,4/17/2018,shot,,40,M,W,Cumberland County,KY,FALSE,attack,Car,FALSE
+Justin Oakes,4/18/2018,shot,knife,32,M,W,Douglasville,GA,FALSE,attack,Not fleeing,TRUE
+William Ray Simcoe,4/18/2018,shot,gun,45,M,W,Greene County,MO,FALSE,attack,Foot,FALSE
+Dytadious Mobley,4/18/2018,shot,gun,31,M,B,Fort Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+Delorean Pikyavit,4/18/2018,shot,knife,32,M,N,Sugar House,UT,TRUE,other,Not fleeing,FALSE
+David Teneyuque,4/18/2018,shot,gun,48,M,B,Pavilion Township,MI,FALSE,attack,Not fleeing,FALSE
+Lockwood Adrian Gibson,4/20/2018,shot,vehicle,49,M,W,Foresthill,CA,TRUE,other,Car,FALSE
+James Bauduy,4/20/2018,shot,unarmed,48,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Matthew G. Brown,4/20/2018,shot,gun,18,M,W,Mackinaw,IL,FALSE,attack,Not fleeing,FALSE
+Timothy Wayne Anderson,4/21/2018,shot,knife,48,M,W,Boone,IA,FALSE,other,,FALSE
+Terrence Carlton,4/21/2018,shot,gun,25,M,B,Memphis,TN,FALSE,other,Foot,FALSE
+Matthew Hartman,4/22/2018,shot,gun,27,M,W,West Olive,MI,FALSE,attack,Not fleeing,FALSE
+Miguel Escalona Vivas,4/22/2018,shot,gun,37,M,H,Louisville,KY,FALSE,attack,Foot,FALSE
+Jesse Pena,4/24/2018,shot,gun,44,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Demonjhea Jordan,4/24/2018,shot,gun,27,M,B,Louisville,KY,FALSE,attack,,TRUE
+TK TK,4/24/2018,shot,gun,,M,,Harmony,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,4/24/2018,shot,gun,,M,,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Jese Paul Schlegel,4/25/2018,shot,gun,41,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Isaac Jackson,4/25/2018,shot,knife,42,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Boeh,4/25/2018,shot,gun,36,M,W,Denver,CO,FALSE,other,Car,FALSE
+James D. Warren,4/25/2018,shot,gun,89,M,,Grand Canyon Caverns,AZ,TRUE,attack,Not fleeing,FALSE
+Carlos Deone High,4/25/2018,shot,gun,37,M,B,Grand Prairie,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Lamar Carter,4/26/2018,shot,knife,22,M,,Vernon,TX,FALSE,attack,Car,FALSE
+Myra Lisa Micalizio,4/26/2018,shot,,56,F,W,Palermo,CA,FALSE,attack,Car,TRUE
+Brian Scott Tietze,4/26/2018,shot,gun,35,M,,Shelby Township,MI,TRUE,attack,Not fleeing,FALSE
+Shukri Ali Said,4/28/2018,shot,knife,36,F,A,Johns Creek,GA,TRUE,other,Not fleeing,FALSE
+David Navarro,4/28/2018,shot,gun,46,M,W,Northglenn,CO,FALSE,other,Not fleeing,FALSE
+Nolberto Hernandez Leon,4/28/2018,shot,gun,26,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Joseph L. Hoffman,4/28/2018,shot,gun,41,M,W,Casselberry,FL,FALSE,attack,Not fleeing,FALSE
+Brandon Busher,4/29/2018,shot,unarmed,38,M,W,Shreveport,LA,FALSE,attack,Foot,FALSE
+TK TK,4/29/2018,shot,unknown weapon,42,M,W,Redlands,CA,FALSE,other,Not fleeing,FALSE
+Michael Scott Knibbs,4/29/2018,shot,gun,47,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Joshua Lee Ewing,4/29/2018,shot,gun,26,M,W,Moorland,IA,FALSE,attack,Not fleeing,FALSE
+Abadi Gebregziber,4/30/2018,shot,knife,64,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Vigil Wolford,4/30/2018,shot and Tasered,knife,59,M,,Columbus,OH,FALSE,undetermined,,FALSE
+TK TK,5/1/2018,shot,gun,,M,,San Antonio,TX,FALSE,attack,Car,FALSE
+TK TK,5/1/2018,shot,gun,,M,,Quartzsite,AZ,FALSE,attack,Other,FALSE
+Roger Fortner,5/1/2018,shot,samurai sword,49,M,W,League City,TX,FALSE,other,Not fleeing,FALSE
+Jason Wayne Traversie,5/2/2018,shot,ax,44,M,W,Box Elder,SD,FALSE,other,,FALSE
+Billy Carson Pike,5/2/2018,shot,gun,48,M,W,Liberty,NC,FALSE,attack,Not fleeing,FALSE
+Manuel G. Palacio,5/2/2018,shot,gun,27,M,H,Kansas City,KS,FALSE,other,,FALSE
+Timothy Raye Mayfield,5/2/2018,shot,gun,67,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Damion Collier,5/2/2018,shot,gun,24,M,B,Columbus,GA,FALSE,attack,Car,FALSE
+Anthony Trujillo,5/3/2018,shot,machete,26,M,H,Orosi,CA,TRUE,attack,Not fleeing,FALSE
+Sean Louis Justin,5/3/2018,shot,knife,28,M,W,Sandia,TX,FALSE,attack,Not fleeing,FALSE
+Christopher A. Wolfe,5/4/2018,shot,gun,21,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+John Corneil,5/4/2018,shot,toy weapon,54,M,,Oakfield,ME,FALSE,other,Not fleeing,FALSE
+Mitchell Simmons,5/5/2018,shot,gun,24,M,W,Kettering,OH,FALSE,attack,Not fleeing,FALSE
+Stephen Charles Arthur,5/5/2018,shot,gun,51,M,,Scottsdale,AZ,FALSE,attack,Foot,FALSE
+Matthew Mathison,5/5/2018,shot,gun,59,M,,Bexar County,TX,TRUE,attack,Foot,FALSE
+Savannah Hill,5/5/2018,shot,vehicle,21,F,W,Aurora,MO,FALSE,attack,Car,FALSE
+Dwight Dearth,5/6/2018,shot,gun,73,M,W,Fairview,OH,TRUE,attack,Not fleeing,FALSE
+Franklin Robert Vaughn,5/6/2018,shot,gun,39,M,W,Prague,OK,FALSE,attack,Car,FALSE
+Terence Leslie,5/6/2018,shot,Taser,32,M,B,East Point,GA,FALSE,attack,Car,FALSE
+David P. Wolosin,5/6/2018,shot,gun,38,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Juan Alberto Silva,5/7/2018,shot,,32,M,H,Orlando,FL,FALSE,attack,Car,FALSE
+Albert Odom,5/7/2018,shot,gun,26,M,W,Tulsa,OK,FALSE,other,Not fleeing,TRUE
+Kimberly McCann,5/7/2018,shot,gun,55,F,W,Floyd County,GA,FALSE,attack,Car,FALSE
+David J. Robinson,5/7/2018,shot,gun,50,M,W,Appleton,WI,TRUE,other,Not fleeing,TRUE
+Lisa Rivera,5/7/2018,shot,gun,49,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Peter Boden,5/7/2018,shot,gun,48,M,W,Hackett,AR,FALSE,attack,Not fleeing,FALSE
+John Simson,5/8/2018,shot,gun,65,M,W,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Charles Hutchison,5/8/2018,shot,knife,37,M,,Tucson,AZ,FALSE,other,Foot,FALSE
+Phillip Cameron Gibson,5/8/2018,shot,toy weapon,37,M,W,Glade Spring,VA,FALSE,other,Other,FALSE
+Thomas Junior Garcia,5/8/2018,shot,knife,45,M,H,Greeley,CO,FALSE,other,Foot,FALSE
+Elliott Reed,5/9/2018,shot,gun,33,M,B,Jackson,MS,FALSE,attack,Not fleeing,FALSE
+Kenneth Carter,5/10/2018,shot,vehicle,46,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Michael E. Hutchman,5/10/2018,shot,gun,33,M,W,Lower Burrell,PA,FALSE,other,Not fleeing,FALSE
+TK TK,5/11/2018,shot,gun,,M,,York,WI,FALSE,attack,Car,FALSE
+Kelly G. Abbott,5/11/2018,shot,gun,51,M,,Clark County,WI,FALSE,attack,Car,FALSE
+Benjamin Lee Sellers,5/11/2018,shot,knife,33,M,W,Haughton,LA,FALSE,other,Not fleeing,FALSE
+Barry Freeman,5/11/2018,shot,gun,51,M,W,Evansville,IN,FALSE,attack,Foot,FALSE
+Bradley Daniel Webster,5/11/2018,shot,gun,52,M,W,Talihina,OK,FALSE,attack,Not fleeing,FALSE
+Jacob T. Eldridge,5/11/2018,shot,knife,24,M,N,Blackfoot,ID,FALSE,attack,Not fleeing,FALSE
+Darrell J. Bruffy,5/12/2018,shot,gun,55,M,W,Columbus,OH,FALSE,attack,Car,FALSE
+Willie Rogers Marable,5/13/2018,shot,unknown weapon,28,M,B,Portsmouth,VA,FALSE,other,Not fleeing,FALSE
+Philip Steven McMichael,5/13/2018,shot,gun,36,M,W,Amite,LA,FALSE,attack,Not fleeing,FALSE
+James Brian Kay,5/13/2018,shot,gun,54,M,,Carnesville,GA,FALSE,attack,Not fleeing,FALSE
+James Collins,5/13/2018,shot,gun,38,M,,Dearborn Heights,MI,FALSE,other,Not fleeing,FALSE
+Anthony Trice,5/14/2018,shot,gun,24,M,B,Clinton,MD,FALSE,attack,Not fleeing,FALSE
+Cody Reynolds,5/14/2018,shot,unarmed,20,M,W,Royal Oak,MI,FALSE,attack,Not fleeing,FALSE
+William N. Derick,5/14/2018,shot,gun,54,M,W,Wales,ME,FALSE,attack,Not fleeing,FALSE
+Rollie J. Davis,5/14/2018,shot,gun,53,M,W,Quincy,IL,FALSE,other,Not fleeing,FALSE
+Bob Browning Cruz,5/14/2018,shot,gun,36,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Marcus-David L. Peters,5/14/2018,shot and Tasered,unarmed,24,M,B,Richmond,VA,FALSE,attack,Car,TRUE
+David M. Romansky,5/15/2018,shot,gun,34,M,W,Lake Mary,FL,FALSE,other,Car,FALSE
+Kevin Nickle,5/16/2018,shot,knife,59,M,W,Martins Ferry,OH,FALSE,other,Not fleeing,FALSE
+Daniel Timothy Johnson,5/17/2018,shot,gun,34,M,W,Norman,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/18/2018,shot,gun,,M,,Plymouth Township,MI,TRUE,attack,Foot,FALSE
+Reynaldo Pena,5/18/2018,shot,unknown weapon,29,M,H,Laredo,TX,FALSE,other,,FALSE
+Dmitri Bullard,5/18/2018,shot,hatchet,24,M,W,Gresham,OR,FALSE,other,Car,FALSE
+Jimmy Alan Moss,5/19/2018,shot,,77,M,W,Sunridge,NV,FALSE,attack,,FALSE
+Corey Cordova,5/19/2018,shot,gun,30,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Santiago Evans-Valencia,5/19/2018,shot,gun,36,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Bradley J. Grant,5/20/2018,shot,gun,36,M,W,Baxter,KY,FALSE,other,Foot,FALSE
+Ray Wyatt,5/21/2018,shot,gun,58,M,W,Joshua Tree,CA,TRUE,attack,Foot,FALSE
+Ronald Clinton,5/21/2018,shot,,47,M,B,West Memphis,AR,FALSE,attack,Car,FALSE
+Martin Sandejo,5/22/2018,shot,knife,49,M,H,Mathis,TX,FALSE,other,Not fleeing,FALSE
+Makell Meyerin,5/23/2018,shot,gun,31,F,W,Gurnee,IL,FALSE,attack,Foot,FALSE
+Joshua M. Gomoll,5/23/2018,shot,knife,25,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Claudia Patricia Gomez Gonzalez,5/23/2018,shot,unarmed,,F,H,Rio Bravo,TX,FALSE,attack,Not fleeing,FALSE
+Dustin D. Odom,5/24/2018,shot,unarmed,30,M,W,Citra,FL,FALSE,attack,Foot,TRUE
+Brett Luengo,5/24/2018,shot,unarmed,33,M,W,Cleveland,OH,TRUE,attack,Not fleeing,FALSE
+Augustine Oliva,5/25/2018,shot,vehicle,29,M,W,Dumas,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/25/2018,shot,knife,,M,,Mountain Home,ID,FALSE,other,Car,FALSE
+Dustin Montano,5/25/2018,shot,knife,31,M,W,Fort Morgan,CO,TRUE,other,Not fleeing,FALSE
+Homer Woodroe Tyler,5/26/2018,shot,gun,51,M,W,Silsbee,TX,FALSE,other,Not fleeing,FALSE
+Raul Rivera,5/27/2018,shot,knife,42,M,H,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Eugene Baylis,5/27/2018,shot,gun,67,M,W,Grand Junction,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2018,shot,knife,,M,,Everton,MO,TRUE,other,Not fleeing,FALSE
+Michael Glad,5/28/2018,shot,gun,23,M,W,West Jordan,UT,FALSE,attack,Car,FALSE
+Rabi Brown,5/29/2018,shot,gun,34,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Armando Osuna,5/29/2018,shot,metal pipe,51,M,H,Riverbank,CA,FALSE,attack,Not fleeing,FALSE
+Zane Anthony James,5/29/2018,shot,toy weapon,19,M,W,Cottonwood Heights,UT,FALSE,other,Foot,FALSE
+Bryan Rodriguez,5/30/2018,shot,pick-axe,29,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Juvan Simon,5/30/2018,shot,gun,23,M,B,Florida City,FL,FALSE,undetermined,Not fleeing,FALSE
+Katherine Brazeau,5/31/2018,shot,knife,46,F,W,Fullerton,CA,TRUE,other,Not fleeing,FALSE
+Jerick Rasheem Gray,5/31/2018,shot,knife,42,M,B,Thomasville,NC,FALSE,attack,Car,FALSE
+Andres Estrada,6/1/2018,shot,unarmed,21,M,H,Dundee,FL,FALSE,attack,Not fleeing,FALSE
+Renie Cablay,6/1/2018,shot,knife,55,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,6/1/2018,shot,knife,,M,W,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Gus Tousis,6/2/2018,shot,,43,M,B,Chicago,IL,FALSE,attack,Car,FALSE
+Julio Eduardo Hernandez Mata,6/3/2018,shot,unarmed,32,M,H,Chickasha,OK,FALSE,other,Car,FALSE
+TK TK,6/3/2018,shot,ax,,M,,Mecca,CA,FALSE,other,Not fleeing,FALSE
+Rudy Molina,6/3/2018,shot,gun,34,M,H,Jurupa Valley,CA,FALSE,attack,Car,FALSE
+Joshua S. Stanford,6/4/2018,shot,gun,40,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+Abel Guzman,6/5/2018,shot,gun,55,M,H,Pearland,TX,TRUE,attack,Not fleeing,FALSE
+Joshua Nash Bryant,6/5/2018,shot,gun,20,M,W,Wilmington,NC,TRUE,other,Not fleeing,FALSE
+Maurice Granton,6/6/2018,shot,gun,24,M,B,Chicago,IL,FALSE,other,,FALSE
+Alan Goyano,6/6/2018,shot,glass shard,43,M,H,Merrick,NY,FALSE,other,,FALSE
+Roger Dale Sims,6/6/2018,shot,gun,56,M,W,LaGrange,GA,TRUE,attack,Not fleeing,FALSE
+Brian Puskas,6/6/2018,shot,gun,47,M,W,Delaware,OH,TRUE,other,Not fleeing,FALSE
+Wes Allen,6/7/2018,shot,gun,33,M,W,Albuquerque,NM,FALSE,attack,Car,FALSE
+Leslie Yolanda Salazar,6/7/2018,shot,knife,20,F,W,Austin,TX,FALSE,other,,TRUE
+Raymon Truitt,6/7/2018,shot,gun,28,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Douglas Conner,6/7/2018,shot,gun,50,M,W,Benton City,WA,FALSE,other,Not fleeing,FALSE
+Michael Renfroe,6/8/2018,shot,unarmed,36,M,W,Madison County,MS,FALSE,undetermined,Not fleeing,FALSE
+Todd Gregory,6/8/2018,shot,gun,47,M,W,Hardwick,NJ,TRUE,attack,Car,FALSE
+LaShanda Anderson,6/9/2018,shot,,36,F,B,Deptford,NJ,FALSE,other,Car,FALSE
+Timothy Owen,6/9/2018,shot,gun,49,M,W,Temple,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Vieweg,6/10/2018,shot,unknown weapon,34,M,W,Westminister,CO,FALSE,other,Foot,FALSE
+Robert Lawrence White,6/11/2018,shot,unarmed,41,M,B,Silver Spring,MD,TRUE,attack,Not fleeing,TRUE
+Nicolas Moncada,6/11/2018,shot,knife,29,M,H,Whittier,CA,FALSE,other,Car,FALSE
+DeNathe M. Guilliford,6/12/2018,shot,gun,34,M,B,Danville,IL,FALSE,attack,Car,FALSE
+Alexandre J. Aldrich,6/12/2018,shot,unarmed,34,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Marqueese Alston,6/12/2018,shot,gun,22,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Chavius Hollis,6/12/2018,shot,gun,26,M,B,Monroe,GA,TRUE,attack,,FALSE
+Stephen Cogelia,6/12/2018,shot,knife,32,M,W,Hardwick,NJ,FALSE,other,Not fleeing,FALSE
+TK TK,6/13/2018,shot,gun,,M,,Denver,CO,FALSE,attack,Foot,FALSE
+David Arthur,6/13/2018,shot,gun,44,M,W,Pike County,OH,FALSE,attack,Not fleeing,FALSE
+Dillan Shane Ezell,6/13/2018,shot,toy weapon,21,M,W,Eustis,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,6/14/2018,shot,gun,,F,,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Joseph Villanueva,6/14/2018,shot,gun,29,M,H,Hall County,GA,FALSE,attack,Foot,FALSE
+Terrence White,6/14/2018,shot,gun and car,18,M,B,Las Vegas,NV,FALSE,attack,Car,FALSE
+Timothy Mosley,6/14/2018,shot,gun,33,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Ashley Dean Fulkerson,6/14/2018,shot,sword,28,F,W,Kansas City,MO,FALSE,undetermined,Not fleeing,FALSE
+Robert A. White,6/14/2018,shot,gun,,M,W,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Marcelo Castellano,6/14/2018,shot,gun,40,M,H,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+David L. Hicks,6/15/2018,shot,unarmed,40,M,W,Nokomis,IL,FALSE,other,Foot,FALSE
+Michael D. Fletcher,6/16/2018,shot,toy weapon,53,M,,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dwayne Clyburn,6/16/2018,shot,knife,37,M,B,Warwick,NY,FALSE,other,Not fleeing,FALSE
+Richard Rivera,6/16/2018,shot,unarmed,47,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+TK TK,6/16/2018,shot,knife,30,M,,Van Nuys,CA,TRUE,attack,Not fleeing,FALSE
+Ronald Barney,6/16/2018,shot,gun,48,M,,Phoenix,AZ,FALSE,attack,Car,FALSE
+Tahaji Wells,6/17/2018,shot,gun,33,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+Abe Martinez,6/17/2018,shot,gun,44,M,H,South Salt Lake,UT,FALSE,other,Not fleeing,FALSE
+Charles Spillers,6/19/2018,shot,gun,65,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+Jonathan Buckley,6/19/2018,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Antwon Rose,6/19/2018,shot,unarmed,17,M,B,Pittsburgh,PA,FALSE,undetermined,Foot,FALSE
+Robert Roybal,6/19/2018,shot,knife,55,M,W,Tucumcari,NM,FALSE,attack,Not fleeing,FALSE
+Anthony Marcell Green,6/20/2018,shot,unarmed,33,M,B,Kingsland,GA,FALSE,attack,Foot,TRUE
+Jonathan Legg,6/20/2018,shot,gun,29,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+Jesse Wade Powell,6/20/2018,shot,metal pole,44,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+Logan Williamson,6/22/2018,shot,knife,37,M,W,Fairfield,OH,FALSE,attack,Not fleeing,FALSE
+Timothy Deal,6/22/2018,shot,knife,32,M,B,Atlantic City,NJ,FALSE,attack,Not fleeing,TRUE
+Thomas Albun Beall,6/22/2018,shot,knife,31,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/22/2018,shot,toy weapon,,M,,Inglewood,CA,TRUE,attack,Not fleeing,FALSE
+Schuyler Lake,6/22/2018,shot,knife,20,M,W,Albany,NY,TRUE,attack,Not fleeing,FALSE
+Thurman Blevins,6/23/2018,shot,gun,30,M,B,Minneapolis,MN,FALSE,attack,Foot,TRUE
+Detandel Pickens Devon,6/23/2018,shot,knife,25,M,B,Monroe,LA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/23/2018,shot,gun,,M,,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Eric Sweet,6/23/2018,shot,gun,47,M,W,Coos Bay,OR,FALSE,attack,Not fleeing,FALSE
+Robert L. Barton,6/23/2018,shot,gun and knife,48,M,W,Meridian,ID,FALSE,other,Not fleeing,FALSE
+Andrew Payne,6/23/2018,shot,gun,38,M,,Centennial,CO,FALSE,attack,Car,FALSE
+Steven Allan Kaluahinui Hyer Jr.,6/23/2018,shot,bow and arrow,32,M,O,North Shore,HI,TRUE,attack,Not fleeing,FALSE
+Luis Argueta,6/25/2018,shot,unknown weapon,18,M,H,Galveston,TX,FALSE,undetermined,,FALSE
+Bobby Blade,6/25/2018,shot,gun,29,M,W,Garland,TX,FALSE,attack,Car,FALSE
+William Shawn Mann,6/25/2018,shot,gun,30,M,W,Grenada,MS,FALSE,other,Car,FALSE
+James Sorrentino,6/25/2018,shot,gun,36,M,,Prompton,PA,TRUE,attack,Not fleeing,FALSE
+Joey Bronson,6/27/2018,shot,gun,39,M,W,Aurora,CO,FALSE,attack,Foot,FALSE
+Anthony Sanchez,6/29/2018,shot,gun,36,M,H,Aurora,CO,FALSE,attack,Car,TRUE
+Joshua Cartwright,6/29/2018,shot,gun,36,M,W,Russellville,AR,FALSE,attack,Not fleeing,FALSE
+James Palmquist,6/29/2018,shot,gun,54,M,W,Dade City,FL,TRUE,attack,Not fleeing,FALSE
+Rodney Lee Hunter,6/29/2018,shot,unknown weapon,27,M,B,Pomona,CA,FALSE,undetermined,Car,FALSE
+Jason Washington,6/29/2018,shot,gun,45,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Chukwumankpam Mbegbu,6/29/2018,shot,gun,19,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Garry Glenn Lawrence,6/29/2018,shot,ax,36,M,W,North Pole,AK,FALSE,other,,FALSE
+Randy Thomas Groom,6/29/2018,shot,knife,33,M,W,Lawrenceburg,TN,FALSE,other,Foot,FALSE
+Steve Ballard,6/29/2018,shot,gun,56,M,W,Waterford Township,MI,TRUE,attack,Car,FALSE
+TK TK,7/1/2018,shot,metal object,,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Daniel Norris,7/1/2018,shot,gun,33,M,W,Boise,ID,FALSE,attack,Foot,FALSE
+Larry San Nicolas,7/1/2018,shot,sword,60,M,A,Grandview,MO,FALSE,other,Not fleeing,FALSE
+Joshua B. Reed,7/1/2018,shot,knife,26,M,W,Panora,IA,FALSE,other,Not fleeing,FALSE
+Frank Dripps,7/3/2018,shot,gun,52,M,W,South Elgin,IL,FALSE,attack,Not fleeing,FALSE
+Lemuel Bunn,7/3/2018,shot,knife,40,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Terrell Eason,7/3/2018,shot,gun,33,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Millard Clark,7/3/2018,shot and Tasered,knife,41,M,W,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Ryan Force,7/4/2018,shot,gun,35,M,,Spalding County,GA,TRUE,attack,Not fleeing,TRUE
+Emmanuel Bitsuie,7/4/2018,shot,knife,32,M,N,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Abraham Noe Flores,7/4/2018,shot,gun,34,M,H,Red Bluff,CA,TRUE,attack,Not fleeing,FALSE
+Daniel A. Fuller,7/5/2018,shot,unarmed,26,M,W,Devil's Lake,ND,FALSE,attack,Foot,TRUE
+Raad Fakhri Salman,7/5/2018,shot,knife,62,M,A,Louisville,KY,FALSE,other,Not fleeing,FALSE
+Sylvia Marie Bejarano,7/5/2018,shot,gun,33,F,H,Tempe,AZ,FALSE,attack,Other,FALSE
+Tracy A. Richards,7/5/2018,shot,gun,55,M,W,Eustis,FL,TRUE,other,Not fleeing,FALSE
+John James Corrigan,7/5/2018,shot,toy weapon,38,M,W,Calaveras County,CA,TRUE,attack,Not fleeing,FALSE
+Charles Webb,7/6/2018,shot,gun,43,M,B,Overland Park,KS,FALSE,attack,Not fleeing,FALSE
+Eric Hash,7/6/2018,shot,incendiary device,38,M,A,Copper Center,AK,FALSE,other,,TRUE
+Kelly Kenneth Sutton,7/7/2018,shot,unarmed,27,M,W,Amity,OR,FALSE,attack,Foot,FALSE
+Harold Kraai,7/7/2018,shot,knife,52,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2018,shot,unknown weapon,,M,,Adams County,CO,FALSE,attack,Other,FALSE
+Rashaun Washington,7/7/2018,shot,unarmed,37,M,B,Vineland,NJ,FALSE,undetermined,,FALSE
+TK TK,7/8/2018,shot,gun,,M,,Westminster,CA,FALSE,other,Other,FALSE
+Craig Yelton,7/8/2018,shot,gun,34,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+John Francis Murphy,7/8/2018,shot,gun,41,M,W,Grand Forks,ND,TRUE,other,Not fleeing,FALSE
+Shaun Gates,7/10/2018,shot,knife,40,M,W,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Leonardo Cano,7/10/2018,shot,gun,53,M,H,Miami,FL,FALSE,attack,Car,FALSE
+William T. McCollum,7/10/2018,shot,gun,21,M,W,Casper,WY,TRUE,other,Car,FALSE
+TK TK,7/11/2018,shot,knife,,F,,Willis,TX,FALSE,other,Not fleeing,FALSE
+Salome Ramirez,7/11/2018,shot,toy weapon,34,M,H,Los Banos,CA,FALSE,other,Not fleeing,FALSE
+Fidel Miranda,7/11/2018,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Juan Luna,7/13/2018,shot,gun,25,M,H,Dilley,TX,FALSE,attack,Not fleeing,TRUE
+Archer Amorosi,7/13/2018,shot and Tasered,knife,16,M,W,Chanhassen,MN,TRUE,attack,Not fleeing,TRUE
+Harith Augustus,7/14/2018,shot,gun,37,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Jethro Benjamin,7/14/2018,shot,gun,68,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Marlin Mack,7/15/2018,shot,gun,25,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Isaac Chapa,7/15/2018,shot,gun,34,M,W,Alvin,TX,TRUE,attack,Not fleeing,FALSE
+Jonathan Molina,7/15/2018,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Hayes,7/17/2018,shot,unknown weapon,25,M,W,Altoona,IA,FALSE,other,Car,FALSE
+Rolando Brizuela,7/17/2018,shot,gun,57,M,H,Sparks,NV,FALSE,other,,FALSE
+Juan Manuel Correa-Leyva,7/17/2018,shot,gun,27,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Kerry Edwin Townsend,7/17/2018,shot,gun,51,M,W,Lenoir,NC,FALSE,attack,Not fleeing,FALSE
+Arthur Lujan,7/18/2018,shot,gun,30,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Wesley Shelton,7/18/2018,shot,gun,33,M,W,Fletcher,NC,FALSE,attack,Not fleeing,FALSE
+Mickey Coy,7/18/2018,shot,gun,,M,W,Pattison,TX,FALSE,attack,Not fleeing,FALSE
+Luis Cruz,7/19/2018,shot,gun,19,M,H,Peoria,IL,FALSE,other,Foot,FALSE
+Carmen Pizarro,7/19/2018,shot,gun,22,M,H,Pico Rivera,CA,FALSE,other,Other,FALSE
+Ruben Maya,7/20/2018,shot,toy weapon,37,M,H,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Javier Lopez,7/20/2018,shot,gun,19,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Justin Waiki,7/20/2018,shot,gun,33,M,O,Puna,HI,FALSE,attack,Car,FALSE
+Anthony Coleman,7/20/2018,shot,gun,38,M,W,Lady Lake,FL,FALSE,attack,Not fleeing,FALSE
+Arthur Levario,7/20/2018,shot,gun,45,M,H,Riverside,CA,FALSE,attack,Car,FALSE
+Vincent James Ewer,7/21/2018,shot,gun and car,39,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Anthony C. Lopez,7/21/2018,shot,vehicle,21,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dale Slocum,7/21/2018,shot,knife,56,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Melyda Marciela Corado,7/21/2018,shot,unarmed,27,F,H,Los Angeles,CA,FALSE,other,Foot,TRUE
+Eliuth Penaloza Nava,7/21/2018,shot,toy weapon,50,M,H,Anaheim,CA,TRUE,other,Foot,FALSE
+Logan Simpson,7/22/2018,shot,vehicle,16,M,W,Bixby,OK,FALSE,attack,Car,FALSE
+William Bacorn,7/22/2018,shot,gun,18,M,W,Hanover,CO,FALSE,attack,Not fleeing,FALSE
+Juan Garcia,7/22/2018,shot,unknown weapon,38,M,H,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Juan Ramon Ramos,7/22/2018,shot,box cutter,32,M,H,Highland,CA,FALSE,attack,Foot,FALSE
+Rosalio Hernandez Ortega,7/23/2018,shot,machete,33,M,H,Burlington,NC,TRUE,other,Not fleeing,FALSE
+Paul Meade,7/23/2018,shot,gun,71,M,W,Bristol,VA,TRUE,attack,Not fleeing,FALSE
+John Carlos Natera-Perez,7/23/2018,shot,knife,30,M,H,Silver Spring,MD,TRUE,other,Not fleeing,FALSE
+Donna Lynn Allen,7/24/2018,shot,vehicle,39,F,W,Soddy-Daisy,TN,FALSE,attack,Car,FALSE
+Devaughdre Delsha Rogers,7/24/2018,shot,gun,19,M,B,Starke,FL,FALSE,other,Car,FALSE
+Cashus Dean Case,7/24/2018,shot,gun,44,M,W,Seaside,OR,FALSE,other,Not fleeing,TRUE
+Richard R. Bahr,7/25/2018,shot,vehicle,54,M,W,Spokane,WA,FALSE,attack,Car,FALSE
+DMario Perkins,7/25/2018,shot,gun,29,M,B,Memphis,TN,TRUE,attack,Not fleeing,TRUE
+Jose Luis Rodriguez,7/25/2018,shot,gun,,M,H,Amarillo,TX,FALSE,other,Not fleeing,FALSE
+Brent C. Bowdon,7/25/2018,shot,unarmed,56,M,W,Lake Havasu,AZ,TRUE,other,Not fleeing,TRUE
+Michael Heatherly,7/25/2018,shot,gun,64,M,W,LaFollette,TN,TRUE,attack,Not fleeing,FALSE
+Daniel Hambrick,7/26/2018,shot,gun,25,M,B,Nashville,TN,FALSE,other,Foot,TRUE
+William Earnest Brooks,7/26/2018,shot,gun,43,M,,Walton County,GA,FALSE,attack,Foot,FALSE
+Jesus Hernandez Murillo,7/26/2018,shot,gun,18,M,H,Kent Station,WA,FALSE,other,Not fleeing,FALSE
+Kenneth Edwin Martell,7/26/2018,shot,gun,36,M,W,Lakemoor,IL,FALSE,other,Not fleeing,FALSE
+Sergio Acosta,7/26/2018,shot,toy weapon,24,M,H,Redondo Beach,CA,FALSE,undetermined,Not fleeing,FALSE
+Iman Joseph Buford,7/26/2018,shot,gun,30,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Gavalynn Mahuka,7/26/2018,shot,gun,53,M,A,Nanakuli,HI,TRUE,attack,Not fleeing,FALSE
+Cynthia Fields,7/27/2018,shot,unarmed,60,F,B,Savannah,GA,FALSE,other,,FALSE
+Richard Mendoza,7/27/2018,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,TRUE
+Lamar C. Richardson,7/28/2018,shot,gun,25,M,B,Toledo,OH,FALSE,other,Foot,TRUE
+Joseph Santos,7/28/2018,shot,unarmed,44,M,H,South Whitehall Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Michael Neal,7/28/2018,shot,undetermined,32,M,W,Pineville,LA,FALSE,undetermined,Car,FALSE
+Arthur Kenzie Garner,7/28/2018,shot,gun,33,M,W,Aberdeen,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/29/2018,shot,vehicle,,M,,Adams County,CO,FALSE,attack,Car,FALSE
+Richard Gary Black,7/30/2018,shot,gun,,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+James Edward Blackmon,7/31/2018,shot,gun,35,M,B,Mississippi County,AR,FALSE,attack,Foot,FALSE
+Skyler Martin,7/31/2018,shot,gun,23,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+David Edward Hall,8/1/2018,shot,gun,27,M,B,Oxon Hill,MD,FALSE,other,Foot,FALSE
+David Judge,8/1/2018,shot,gun,53,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Joey Mendoza,8/1/2018,shot,gun,35,M,H,Hereford,TX,FALSE,attack,Not fleeing,FALSE
+Tramaine Marquese Poole,8/1/2018,shot,gun,41,M,B,Sussex County,VA,FALSE,attack,Car,FALSE
+Michael Gonzalez,8/2/2018,shot,vehicle,57,M,,Westminster,CO,FALSE,attack,Car,FALSE
+Landon Christopher Wooten,8/2/2018,shot,toy weapon,18,M,W,Apopka,FL,FALSE,attack,Not fleeing,FALSE
+Danny Lee,8/3/2018,shot,gun,34,M,B,Pine Bluff,AR,FALSE,attack,Not fleeing,FALSE
+Johnny Kelley,8/3/2018,shot,gun,49,M,W,Trumann,AR,TRUE,attack,Not fleeing,FALSE
+Josh Martin,8/3/2018,shot,gun,31,M,W,Deer Park,WA,TRUE,attack,Not fleeing,FALSE
+Emmanuel Alquisiras,8/3/2018,shot,Taser,29,M,H,Seville,FL,TRUE,other,Not fleeing,TRUE
+Eric Benjamen Richards,8/4/2018,shot,gun,33,M,W,Liberty,MO,TRUE,attack,Not fleeing,FALSE
+John Randolph,8/4/2018,shot,gun,38,M,W,Delray Beach,FL,TRUE,other,Not fleeing,FALSE
+"William ""Billy"" James Hughes",8/5/2018,shot,gun,43,M,N,St. Paul,MN,FALSE,other,Not fleeing,TRUE
+Kevin Rhinehart,8/5/2018,shot,gun,58,M,,Hesperia,CA,FALSE,other,Not fleeing,FALSE
+James Bishop,8/5/2018,shot,baseball bat,29,M,W,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Johnny Fisher,8/5/2018,shot,gun,68,M,W,Van Buren,AR,FALSE,attack,Not fleeing,FALSE
+Spurgeon Daniels,8/6/2018,shot,knife,62,M,B,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Levester Taylor,8/6/2018,shot,metal pipe,39,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Ricardo Giddings,8/6/2018,shot,gun,59,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Daniel Boyer,8/7/2018,shot,gun,24,M,W,Monroe County,IN,FALSE,attack,Not fleeing,TRUE
+Daniel Valdez,8/7/2018,shot,gun,70,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Pedro Lucero,8/7/2018,shot,gun,42,M,H,Salt River Reservation,AZ,FALSE,other,Other,FALSE
+Michael Ducote,8/7/2018,shot,vehicle,26,M,W,Shreveport,LA,FALSE,other,Car,FALSE
+Joseph Robbins,8/8/2018,shot,vehicle,24,M,W,Carthage,TN,FALSE,attack,Not fleeing,FALSE
+Vaughn Denham,8/8/2018,shot,chain,48,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/8/2018,shot,knife,,M,,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Stephen L. Caldwell,8/8/2018,shot,knife,54,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Charles Meadows,8/9/2018,shot,gun,48,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Shaun Jeffery Christy,8/9/2018,shot,gun,37,M,W,Durham,NC,TRUE,attack,Not fleeing,TRUE
+Gregory Campfield,8/9/2018,shot,gun,40,M,B,Landover,MD,FALSE,other,Foot,FALSE
+Montae Shackleford,8/9/2018,shot,gun,28,M,B,Columbus,OH,FALSE,attack,Foot,FALSE
+Jackey Sampson,8/10/2018,shot,gun,43,M,W,Denham Springs,LA,FALSE,attack,,FALSE
+TK TK,8/11/2018,shot,gun,49,M,,Akron,OH,TRUE,attack,Foot,FALSE
+Adam Knowlton,8/12/2018,shot,knife,35,M,W,Hawkins,WI,TRUE,undetermined,Not fleeing,FALSE
+Anthony Daniel Vargas,8/12/2018,shot,gun,21,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Anthony Makai Hutchinson,8/12/2018,shot,gun,40,M,B,Waynesboro,VA,FALSE,attack,Car,FALSE
+Christopher Anthony Stone,8/13/2018,shot,gun,32,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Mario Hobson,8/13/2018,shot,gun,48,M,B,Milwaukee,WI,TRUE,other,Not fleeing,TRUE
+Mark Harvey,8/13/2018,shot,gun,32,M,,Richton Park,IL,FALSE,attack,Foot,TRUE
+Chris Cameron,8/13/2018,shot,gun,31,M,W,Creston,IA,TRUE,other,Not fleeing,FALSE
+TK TK,8/14/2018,shot,gun and knife,,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+"Charlie ""Lee"" Hodges",8/16/2018,shot,gun,58,M,W,Olustee,FL,FALSE,attack,Not fleeing,FALSE
+Adrian Herron,8/16/2018,shot,knife,30,M,B,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Aquantis Givens,8/17/2018,shot and Tasered,gun,21,M,B,Austin,TX,FALSE,attack,,FALSE
+Spencer Mendez,8/18/2018,shot,gun,15,M,H,Ceres,CA,FALSE,other,Other,TRUE
+Michael Harrison,8/18/2018,shot,knife,30,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Andres Arteaga,8/18/2018,shot and Tasered,gun,28,M,H,Phoenix,AZ,FALSE,other,Foot,FALSE
+Christopher Alexander Okamoto,8/19/2018,shot,toy weapon,21,M,B,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Bryan C. Bayne,8/19/2018,shot,gun,42,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Jeremiah Perdue,8/19/2018,shot,gun,33,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Charles Marcotte,8/19/2018,shot,gun,,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Jeffrey Dennis,8/20/2018,shot,vehicle,36,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Douglas Heath,8/20/2018,shot,gun,38,M,W,Gonic,NH,FALSE,attack,Not fleeing,FALSE
+Virginia Romero,8/23/2018,shot,vehicle,34,F,H,Los Lunas,NM,FALSE,other,Not fleeing,FALSE
+Donna Castleberry,8/23/2018,shot,sharp object,23,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Jeffery Paul Fabio,8/24/2018,shot,crossbow,44,M,W,Enoree,SC,TRUE,attack,Not fleeing,FALSE
+James Clay,8/24/2018,shot,toy weapon,20,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,TRUE
+Felipe Perez Casas,8/24/2018,shot,knife,41,M,H,Bakersfield,CA,FALSE,other,,FALSE
+Taylor K.E. Tincher,8/25/2018,shot,gun,18,M,W,Montgomery County,VA,TRUE,other,Not fleeing,FALSE
+Logan Montgomery,8/25/2018,shot,gun,29,M,W,Manchester Township,PA,FALSE,attack,Not fleeing,FALSE
+Jennifer Sharp,8/25/2018,shot,gun,37,F,W,Alamosa,CO,FALSE,attack,Car,FALSE
+Stephanie B. Owens,8/26/2018,shot,gun,41,F,W,Blacksburg,SC,TRUE,attack,Not fleeing,FALSE
+Fabian Ortiz Adame,8/27/2018,shot,gun and vehicle,25,M,W,Phoenix,AZ,FALSE,attack,Car,FALSE
+Bryce Schenkenberg,8/27/2018,shot,gun,20,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Eric Jay Hames,8/27/2018,shot,knife,34,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Sebastian Siney Chamale,8/28/2018,shot,unknown weapon,37,M,H,Tarboro,NC,FALSE,other,Not fleeing,FALSE
+Tyler Hodge,8/28/2018,shot,gun,18,M,W,Redlands,CA,TRUE,attack,Not fleeing,FALSE
+Randall McKenzie,8/29/2018,shot,gun,72,M,W,Washington Court House,OH,FALSE,other,Not fleeing,FALSE
+Jalon Johnson,8/29/2018,shot,vehicle,17,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Jessica Cribbs,8/30/2018,shot,gun,45,F,W,Beverly Hills,FL,FALSE,attack,Not fleeing,FALSE
+Vanessa Marquez,8/30/2018,shot,toy weapon,49,F,H,Pasadena,CA,TRUE,other,Not fleeing,TRUE
+Dennis Ray Blalock,8/31/2018,shot,gun,64,M,W,Floral City,FL,TRUE,attack,Not fleeing,FALSE
+Chase Sullivan,8/31/2018,shot,knife,36,M,W,Fairview,TN,TRUE,other,Not fleeing,FALSE
+Paul Askins,8/31/2018,shot,gun,61,M,W,Sedalia,CO,FALSE,attack,Not fleeing,TRUE
+Oshae Terry,9/1/2018,shot,vehicle,24,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+"Fernand ""Fred"" Lete",9/3/2018,shot,gun,70,M,H,Bernalillo,NM,FALSE,other,,FALSE
+Steve L. Anderson,9/3/2018,shot,knife,40,M,W,Cheney,WA,TRUE,other,Not fleeing,FALSE
+Aaron Demonta Fleming,9/3/2018,shot,gun,21,M,B,Covington,GA,FALSE,attack,Foot,FALSE
+Timmy Henley,9/4/2018,shot,knife,27,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+James Leatherwood,9/5/2018,shot,unarmed,23,M,B,Hollywood,FL,FALSE,undetermined,Not fleeing,FALSE
+Mitchell Owen Buel,9/5/2018,shot,undetermined,33,M,W,Morris,AL,FALSE,undetermined,Car,FALSE
+Christopher Sage,9/5/2018,shot,gun,45,M,W,Jonesville,NC,FALSE,attack,Not fleeing,FALSE
+Darell Richards,9/6/2018,shot,toy weapon,19,M,B,Sacramento,CA,FALSE,attack,Foot,FALSE
+DaShawn Cole,9/7/2018,shot,gun,28,M,B,Pawtucket,RI,FALSE,attack,,FALSE
+Elman Jerald Roberts,9/8/2018,shot,gun,63,M,W,Citronelle,AL,FALSE,attack,Not fleeing,FALSE
+Brandon Joyner,9/9/2018,shot,gun,,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Adam Jensen,9/9/2018,shot,knife,43,M,,Stanwood,WA,FALSE,other,Not fleeing,FALSE
+Dereshia Blackwell,9/9/2018,shot and Tasered,gun and knife,39,F,B,Missouri City,TX,FALSE,other,Not fleeing,FALSE
+Joel R. Andrade,9/10/2018,shot,gun and knife,53,M,,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Edward Reynolds,9/11/2018,shot,gun,57,M,W,Georgetown,KY,FALSE,attack,,FALSE
+Rafael Rivera,9/12/2018,shot,gun,32,M,H,Buffalo,NY,FALSE,attack,Not fleeing,TRUE
+Thomas Watkins,9/12/2018,shot,gun,38,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Ryan Yamasaki,9/13/2018,shot,box cutter,36,M,,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Detric Driver,9/14/2018,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,TRUE
+Garrett Finley Mitchell,9/14/2018,shot,gun,31,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+David Huffines,9/14/2018,shot,gun,40,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Christopher Lee Leonard,9/15/2018,shot,gun,31,M,W,Ankeny,IA,FALSE,attack,Not fleeing,TRUE
+Stephen Dove,9/15/2018,shot,knife,50,M,W,Jacksonville,AR,FALSE,attack,Not fleeing,TRUE
+Ricardo Avenia,9/16/2018,shot,gun,29,M,H,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Christopher Adam Borland,9/16/2018,shot,gun,40,M,,Walla Walla,WA,TRUE,other,Not fleeing,FALSE
+Bruce Smith,9/16/2018,shot,unknown weapon,25,M,W,Manitowoc,WI,FALSE,other,Not fleeing,FALSE
+Jerry Foster,9/16/2018,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Jose Alvarez,9/17/2018,shot,gun,23,M,H,Temple Hills,MD,FALSE,other,Foot,FALSE
+Susan Muller,9/17/2018,shot,knife,54,F,W,Maspeth,NY,TRUE,attack,Not fleeing,TRUE
+Damon Christopher Gayheart,9/17/2018,shot,vehicle,44,M,W,Christian County,KY,FALSE,attack,Car,FALSE
+Michael James Murphy,9/18/2018,shot,gun,43,M,W,Virginia Beach,VA,FALSE,attack,Foot,FALSE
+Jeffrey Sims,9/18/2018,shot,knife,37,M,W,Marysville,WA,TRUE,attack,Not fleeing,FALSE
+Freddie Joe Whitmore,9/20/2018,shot,gun,55,M,W,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Alexander Carballido,9/20/2018,shot,gun,40,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Joshua Works,9/22/2018,shot,gun,26,M,W,Henderson,NV,FALSE,attack,Foot,TRUE
+Nathaniel Sassafras,9/23/2018,shot,gun,29,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Ronald W. Leach,9/24/2018,shot,box cutter,29,M,W,Williamsburg,KY,FALSE,attack,Not fleeing,FALSE
+Phillip Serrano,9/24/2018,shot,vehicle,44,M,,Stead,NV,TRUE,other,Not fleeing,TRUE
+Ivan Pena,9/24/2018,shot,gun,42,M,H,East Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Michael Stout,9/24/2018,shot,gun,20,M,W,Peoria,AZ,FALSE,attack,Not fleeing,FALSE
+Dravious Burch,9/25/2018,shot,gun,34,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Jaime Lopez,9/25/2018,shot,knife,41,M,H,Stanfordville,NY,FALSE,other,Not fleeing,FALSE
+Paul Braswell,9/26/2018,shot,vehicle,29,M,B,Newark,NJ,FALSE,attack,Car,FALSE
+Joey Leon Nelson,9/27/2018,shot,gun and knife,19,M,W,Enid,OK,FALSE,attack,Car,FALSE
+Juan Angel Pinedo,9/27/2018,shot,gun,32,M,H,Las Cruces,NM,FALSE,other,Foot,FALSE
+Coltin Brennan Leblanc,9/27/2018,shot,vehicle,23,M,W,Hammond,LA,FALSE,other,Not fleeing,TRUE
+Datwan Keyo Lewis,9/27/2018,shot,gun,41,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Michael Perez,9/27/2018,shot and Tasered,knife,37,M,H,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Joseph Dawson,9/28/2018,shot,gun,24,M,W,Johns Island,SC,FALSE,attack,Not fleeing,FALSE
+Justin Snelson,9/29/2018,shot,undetermined,54,M,W,Okmulgee,OK,FALSE,undetermined,Car,FALSE
+Thomas Howard Luedtke,9/29/2018,shot,crossbow,58,M,W,Nampa,ID,TRUE,attack,,FALSE
+Walter Welch,9/29/2018,shot,gun,40,M,W,Epping,NH,FALSE,undetermined,Not fleeing,FALSE
+Patrick K. Kimmons,9/30/2018,shot,gun,27,M,B,Portland,OR,FALSE,attack,,FALSE
+Brian Lee Rogers,9/30/2018,shot,ax,40,M,W,Greenback,TN,TRUE,other,Not fleeing,FALSE
+Keagan Johnson,10/1/2018,shot,knife,23,M,W,Hastings,MN,FALSE,attack,Foot,TRUE
+Brian Baker,10/1/2018,shot,unarmed,33,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+"James ""Cody"" Martin",10/2/2018,shot,gun,26,M,W,Mableton,GA,TRUE,attack,Not fleeing,FALSE
+LaJuana Philips,10/2/2018,shot,vehicle,36,F,B,Victorville,CA,FALSE,attack,Not fleeing,FALSE
+Toby Bailey,10/3/2018,shot,gun,38,M,B,Bartlett,TN,TRUE,attack,Not fleeing,FALSE
+Arthur Harbison,10/4/2018,shot,knife,25,M,W,Greenville,MS,FALSE,attack,,FALSE
+William Cox,10/4/2018,shot,gun,45,M,,Scarbo,WV,FALSE,attack,Not fleeing,FALSE
+TK TK,10/5/2018,shot,gun,,M,,Hayti,MO,FALSE,attack,Not fleeing,FALSE
+Sershawn Martez Dillon,10/5/2018,shot,gun,31,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Phillip Samuel Moskios,10/5/2018,shot,gun,48,M,W,Klamath Falls,OR,FALSE,attack,Foot,FALSE
+Venson Kee Yazzie,10/5/2018,shot,knife,43,M,N,Chinle,AZ,FALSE,other,Not fleeing,FALSE
+Tison Dinney,10/7/2018,shot,machete,51,M,,Honolulu,HI,TRUE,attack,Not fleeing,TRUE
+Nicholas Salisbury,10/7/2018,shot,toy weapon,36,M,W,Auburn,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Hodges,10/7/2018,shot,gun,39,M,W,Lawtey,FL,TRUE,attack,Not fleeing,FALSE
+Aaron Joseph Chavez,10/8/2018,shot,knife,22,M,H,Clovis,NM,FALSE,other,Foot,FALSE
+Alexander G. Lindahl,10/8/2018,shot,vehicle,24,M,W,Okarche,OK,FALSE,attack,Car,FALSE
+Isaiah Ramirez,10/8/2018,shot,vehicle,36,M,W,Oak Ridge,TN,FALSE,attack,Car,FALSE
+Travis N. Craven,10/8/2018,shot,gun,25,M,W,Larimer County,CO,FALSE,other,Car,FALSE
+Samuel E. Rice,10/10/2018,shot,knife,30,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+Richard Palafox,10/10/2018,shot,gun,76,M,W,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Terrell Blake,10/10/2018,shot,gun,39,M,B,Rochester,NY,FALSE,attack,Car,FALSE
+Michael Johnson,10/10/2018,shot,knife,26,M,,Thousand Oaks,CA,TRUE,other,Not fleeing,TRUE
+Leslie Shayne Miller,10/10/2018,shot,gun,49,F,W,Sullivan,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Ryan Busse,10/10/2018,shot,gun,21,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Alonzo L. Smith,10/10/2018,shot,gun,31,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+TK TK,10/11/2018,shot,gun,,M,,Huntington Beach,CA,FALSE,other,Car,FALSE
+Diamonte Riviore,10/11/2018,shot,knife,22,M,B,West Jordan,UT,FALSE,other,,FALSE
+Matthew Chambers,10/12/2018,shot,gun,34,M,,Cobb County,GA,FALSE,attack,,FALSE
+Samuel Morris,10/12/2018,shot,knife,27,M,B,Fort Smith,AR,FALSE,other,Not fleeing,FALSE
+Ashley Elisna Grammer,10/12/2018,shot,vehicle,26,F,O,Puna,HI,FALSE,attack,Not fleeing,FALSE
+Kay Kenniker,10/12/2018,shot,gun,84,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob E. Albrethsen,10/12/2018,shot and Tasered,knife,17,M,W,Orem,OR,FALSE,other,Not fleeing,FALSE
+Umberto Sanchez Ramoz,10/14/2018,shot,knife,17,M,H,Woodville,CA,TRUE,attack,Not fleeing,FALSE
+Gregory Allen Tilly,10/14/2018,shot,gun,55,M,,Alamogordo,NM,FALSE,other,Not fleeing,FALSE
+Eric Jamar Lupain Stromer,10/14/2018,shot,gun,22,M,B,Jeffersonville,OH,FALSE,attack,Not fleeing,FALSE
+James Christopher Manus,10/14/2018,shot,gun,41,M,W,Hall County,GA,FALSE,attack,Not fleeing,FALSE
+Hustes Davila,10/15/2018,shot,gun,58,M,H,Hilltop,OH,FALSE,attack,,FALSE
+Donald Judd,10/16/2018,shot,vehicle,45,M,,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Weston Willow Well Cole,10/17/2018,shot,gun,29,M,W,Longview,WA,FALSE,attack,Foot,FALSE
+Keyshon Parham,10/17/2018,shot,gun,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Charles Roundtree,10/17/2018,shot,unarmed,18,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,10/17/2018,shot,knife,,M,,Quinlan,TX,FALSE,other,Not fleeing,FALSE
+James Lyle Kuehn,10/17/2018,shot and Tasered,knife,61,M,W,Kearns,UT,FALSE,other,,FALSE
+Bailey Greek,10/18/2018,shot,gun,18,M,W,Arvada,CO,FALSE,attack,Other,FALSE
+Andrey Tkachenko,10/18/2018,shot,gun,23,M,W,Salt Lake City,UT,FALSE,other,Car,FALSE
+Sean Dutcher,10/18/2018,shot,vehicle,38,M,W,Elkhorn,WI,FALSE,attack,Car,FALSE
+Jacob Servais,10/18/2018,shot,unarmed,19,M,B,Vineland,NJ,FALSE,other,Not fleeing,FALSE
+Mahlon Edward Summerour,10/18/2018,shot,toy weapon,63,M,B,Monroe,GA,TRUE,attack,Not fleeing,FALSE
+"Neico Crooks, Jr",10/19/2018,shot,vehicle,21,M,B,Miami,FL,FALSE,attack,Car,FALSE
+Christopher Calabro,10/19/2018,shot,knife,25,M,W,Brockton,MA,TRUE,other,Not fleeing,FALSE
+Edward Paul Zumski,10/20/2018,shot,gun,35,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Robert Smith,10/20/2018,shot,gun,50,M,W,Spanaway,WA,FALSE,other,Not fleeing,FALSE
+Kimberly Norris,10/20/2018,shot,gun,34,F,W,Darlington County,SC,FALSE,attack,Not fleeing,TRUE
+Cedric Pritchard,10/21/2018,shot,gun,,M,B,Washington,NC,FALSE,other,Not fleeing,TRUE
+TK TK,10/21/2018,shot,undetermined,,M,,Quincy,FL,FALSE,undetermined,Car,FALSE
+Jason Whittle,10/22/2018,shot,knife,26,M,W,Riverton,UT,FALSE,attack,Not fleeing,FALSE
+William David Williamson,10/22/2018,shot,unknown weapon,61,M,W,Newport,TN,FALSE,attack,Not fleeing,FALSE
+Tafahree Maynard,10/22/2018,shot and Tasered,lawn mower blade,18,M,B,Snellville,GA,FALSE,other,Not fleeing,FALSE
+Shaunday Mullins,10/23/2018,shot,gun,37,M,N,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Robert Mitchell,10/23/2018,shot,undetermined,27,M,W,Davenport,IA,FALSE,undetermined,Car,FALSE
+Nickolas Michael Peters,10/23/2018,shot,unarmed,24,M,W,Alderwood Manor,WA,FALSE,attack,Car,FALSE
+Salvador Morales,10/23/2018,shot,gun,37,M,H,Pittsburg,CA,FALSE,attack,Car,TRUE
+TK TK,10/24/2018,shot,gun and knife,45,M,,Detroit,MI,FALSE,other,Not fleeing,TRUE
+Armond Beckwith-Bell,10/25/2018,shot,vehicle and gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Lloyd Gerald Napouk,10/27/2018,shot,unknown weapon,44,M,A,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Christopher Carroll,10/27/2018,shot,gun,30,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Albert Ramon Dorsey,10/29/2018,shot,Taser,30,M,B,Hollywood,CA,FALSE,other,Not fleeing,TRUE
+Billy Jo Johnson,10/29/2018,shot,gun,34,M,W,South Lake Tahoe,CA,FALSE,attack,Car,FALSE
+Arnaldo Caraveo,10/29/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Derrick Alexander Sellman,10/29/2018,shot,vehicle,28,M,B,Parkville,MD,FALSE,attack,Car,FALSE
+Ida Christy Stiles,10/29/2018,shot,toy weapon,42,F,W,Jackson,GA,TRUE,attack,Not fleeing,FALSE
+John Wurms,10/31/2018,shot,gun,32,M,W,Port Orange,FL,FALSE,attack,Not fleeing,TRUE
+Tony Bernard Smith,10/31/2018,shot,gun,24,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+"Jose Centeno, Jr.",10/31/2018,shot,toy weapon,17,M,H,Houston,TX,FALSE,attack,Car,TRUE
+Gonzalo Rico-Jimenez,10/31/2018,shot,vehicle,26,M,H,North Las Vegas,NV,FALSE,attack,Car,FALSE
+Jesse J. Quinton,11/2/2018,shot,unarmed,35,M,B,Idaho Falls,ID,FALSE,attack,Foot,FALSE
+Andrew Moore,11/2/2018,shot,knife,25,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Robert Charles Foster,11/3/2018,shot,gun,65,M,,Bandon,OR,TRUE,attack,Not fleeing,FALSE
+Laudemer Arboleda,11/3/2018,shot,vehicle,33,M,B,Danville,CA,TRUE,other,Not fleeing,TRUE
+Kanwarbir Malhi,11/3/2018,shot,unknown weapon,25,M,A,Shelby Township,MI,FALSE,other,Not fleeing,FALSE
+Theoddeus Gray,11/4/2018,shot,gun,29,M,B,St. Clair Shores,MI,FALSE,attack,Foot,FALSE
+Anthony David Chavez,11/4/2018,shot,gun,18,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Ryan Millsap,11/4/2018,shot,vehicle,19,M,W,Clear Creek Canyon,CO,FALSE,attack,Car,FALSE
+Robbie Ramirez,11/4/2018,shot,unarmed,39,M,H,Laramie,WY,TRUE,undetermined,Foot,FALSE
+Gary J. Willis,11/5/2018,shot,gun,61,M,W,Glen Burnie,MD,FALSE,attack,Not fleeing,FALSE
+Henry Gregory Stroud,11/5/2018,shot,gun,36,M,W,Cocke County,TN,TRUE,attack,Not fleeing,FALSE
+George Smith,11/5/2018,shot,gun,72,M,W,Port Charlotte,FL,TRUE,attack,Not fleeing,FALSE
+Anovath Troy Kongvongxay,11/5/2018,shot,ax,48,M,A,Camp Croft,SC,TRUE,attack,Not fleeing,FALSE
+TK TK,11/6/2018,shot,gun,67,M,,St. Cloud,FL,TRUE,attack,Not fleeing,FALSE
+Delson Silva,11/7/2018,shot,gun,68,M,,Corona,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/7/2018,shot and Tasered,gun,,M,,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+"Jesus ""Chuy"" Guzman",11/8/2018,shot,gun,34,M,H,Charleston View,CA,FALSE,attack,Foot,FALSE
+Travis Jordan,11/9/2018,shot,unknown weapon,36,M,B,Minneapolis,MN,TRUE,undetermined,Not fleeing,TRUE
+Christopher William Parrish,11/9/2018,shot,rock,33,M,W,Ogden,UT,FALSE,attack,Car,FALSE
+Cody Paris Belgard,11/9/2018,shot,unarmed,30,M,W,Salt Lake City,UT,FALSE,undetermined,Car,TRUE
+James Hanchett,11/9/2018,shot,gun,61,M,W,Shakopee,MN,FALSE,attack,Not fleeing,FALSE
+Patrick Bryant,11/10/2018,shot,gun,41,M,B,Clarksdale,MS,FALSE,attack,Not fleeing,FALSE
+Elisha Edward Kelley,11/11/2018,shot,unarmed,52,M,W,Wagoner,OK,FALSE,other,Not fleeing,FALSE
+Jemel Roberson,11/11/2018,shot,gun,26,M,B,Robbins,IL,FALSE,other,Not fleeing,FALSE
+TK TK,11/11/2018,shot,gun,,M,H,Hemet,CA,FALSE,attack,Foot,FALSE
+Edward M. Walsh,11/12/2018,shot,knife,39,M,W,Mantoloking,NJ,FALSE,attack,Not fleeing,FALSE
+Andrew Kana,11/12/2018,shot,gun,36,M,A,Catoosa,OK,FALSE,other,Not fleeing,FALSE
+Tony Mathis,11/12/2018,shot,gun,47,M,B,Oklahoma City,OK,FALSE,undetermined,Other,FALSE
+Danny Ayala,11/12/2018,shot,knife,,M,H,Alpine,CA,FALSE,other,Not fleeing,TRUE
+Cesar Alehandro Ramos,11/12/2018,shot,gun,25,M,H,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Marty West,11/12/2018,shot and Tasered,knife,63,M,W,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Timothy Leon,11/13/2018,shot,unknown weapon,24,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Rene Prieto,11/13/2018,shot,gun,38,M,H,Pratt,KS,TRUE,attack,Not fleeing,FALSE
+Olajuwon Murphy,11/14/2018,shot,gun,22,M,B,Wythe County,VA,FALSE,attack,Not fleeing,FALSE
+Joseph Loughery,11/14/2018,shot,gun,59,M,W,Auburn,MA,FALSE,attack,Not fleeing,FALSE
+George Crenshaw,11/14/2018,shot,knife,55,M,,Haynesville,AL,FALSE,attack,Not fleeing,FALSE
+John David Manning,11/14/2018,shot,knife,29,M,W,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Allen Fanning,11/15/2018,shot,gun,18,M,B,Centennial,CO,FALSE,other,Not fleeing,FALSE
+Agustin Gonsalez,11/15/2018,shot,straight edge razor,29,M,H,Hayward,CA,TRUE,other,Not fleeing,FALSE
+"Jack Fields, Jr.",11/15/2018,shot,knife,25,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+GD Hendrix,11/15/2018,shot,metal pipe,48,M,W,Paradise,CA,TRUE,other,Car,FALSE
+Steven Smith,11/15/2018,shot,gun,60,M,W,Demopolis,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,11/16/2018,shot,gun,,M,,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Jenessa M. Cooper,11/17/2018,shot,gun,49,F,,Missoula,MT,FALSE,attack,Not fleeing,FALSE
+Rio Antwuan Thomas,11/17/2018,shot,vehicle,27,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+TK TK,11/18/2018,shot,gun,,M,,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Cedars,11/19/2018,shot,gun,65,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Christopher Williams,11/19/2018,shot,vehicle,41,M,W,Meridian,ID,FALSE,attack,Car,FALSE
+Roderick McDaniel,11/19/2018,shot,gun,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Craig Allen,11/20/2018,shot,gun,71,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Roderick McDaniel,11/20/2018,shot,vehicle,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Keaton James Larson,11/21/2018,shot,knife,22,M,W,Stillwater,MN,TRUE,other,Not fleeing,TRUE
+Billy G. Heeter,11/21/2018,shot,gun,52,M,W,Franklinton,OH,TRUE,other,Not fleeing,FALSE
+Robert William Reid,11/21/2018,shot,gun,42,M,W,Lincoln Township,MI,TRUE,attack,Not fleeing,FALSE
+Eugene Benjamin Weathers,11/21/2018,shot,gun,48,M,B,Talladega,AL,FALSE,attack,Not fleeing,FALSE
+Martin Lopez,11/21/2018,shot,knife,24,M,H,Bell Gardens,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/21/2018,shot,undetermined,,M,,Pasadena,TX,FALSE,attack,Foot,FALSE
+Emantic Fitzgerald Bradford,11/22/2018,shot,gun,21,M,B,Hoover,AL,FALSE,other,Not fleeing,FALSE
+Cameron McCarthy,11/22/2018,shot,machete,20,M,W,Palmer,AK,FALSE,other,Foot,FALSE
+Patrick Michael Langhoff,11/22/2018,shot,gun,59,M,W,Gunnison County,CO,FALSE,attack,Not fleeing,FALSE
+Christopher L. Anderson,11/23/2018,shot,gun,46,M,W,Bremen,KY,FALSE,attack,Not fleeing,FALSE
+Martez Webb,11/23/2018,shot,gun,23,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Felix Anthony Calata,11/24/2018,shot,vehicle,32,M,H,South Salt Lake,UT,TRUE,attack,Car,FALSE
+Sierra McCauley,11/26/2018,shot,knife,23,F,,South Knoxville,TN,TRUE,attack,Not fleeing,FALSE
+Nicholas Charles Ryan,11/27/2018,shot,gun,19,M,W,Centennial,CO,FALSE,attack,Car,TRUE
+Allen Scott Culpepper,11/27/2018,shot,gun,64,M,W,Clinton,UT,TRUE,undetermined,Not fleeing,FALSE
+Jarmane Logan,11/27/2018,shot,vehicle,35,M,B,Topeka,KS,FALSE,attack,Car,FALSE
+J Scot Alan Widmark,11/27/2018,shot,knife,41,M,W,Virginia,MN,FALSE,attack,,FALSE
+Bert E. Mercado,11/27/2018,shot,gun,42,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,11/28/2018,shot,gun,,M,,Lakewood,CO,FALSE,attack,Foot,FALSE
+Benjamin Kennedy,11/28/2018,shot,gun,35,M,W,Louisville,KY,FALSE,attack,,TRUE
+David Villagran,11/28/2018,shot,vehicle,33,M,H,Vancouver,WA,FALSE,attack,Car,FALSE
+Vernon May,11/29/2018,shot,gun,32,M,N,Bemidji,MN,FALSE,other,Not fleeing,TRUE
+Adrian Bunker,11/29/2018,shot,unknown weapon,37,M,W,Old Town,ME,FALSE,undetermined,Not fleeing,FALSE
+TK TK,11/30/2018,shot,gun,46,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ricardo Galvan,11/30/2018,shot,gun,37,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Matthew Lorenzen,11/30/2018,shot,gun,19,M,,New Underwood,SD,TRUE,attack,Car,FALSE
+John Young,12/1/2018,shot,meat cleaver,65,M,B,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Jarvis Randall,12/1/2018,shot,straight edge razor,30,M,B,Tamarac,FL,TRUE,attack,Not fleeing,FALSE
+Demontry Floytra Boyd,12/1/2018,shot and Tasered,knife,43,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Anthony Ray Borden-Cortez,12/4/2018,shot,toy weapon,18,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+David Alejandro Molina,12/5/2018,shot,gun,27,M,H,Napa,CA,TRUE,attack,Foot,FALSE
+Justin Smith,12/5/2018,shot,knife,41,M,W,Philadephia,PA,FALSE,attack,Not fleeing,FALSE
+Paul Ridgeway,12/5/2018,shot,gun,41,M,W,Martinez,CA,FALSE,attack,Foot,FALSE
+Anthony M. Edwards,12/5/2018,shot,knife,33,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+Dimaggio McNelly,12/6/2018,shot,gun,53,M,B,Henry County,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin David Larson,12/6/2018,shot,gun,42,M,W,Redding,CA,FALSE,attack,Car,FALSE
+Jason O'Bannon,12/6/2018,shot,gun,46,M,W,Pahrump,NV,TRUE,attack,Not fleeing,TRUE
+Jesus Lainez,12/7/2018,shot,unknown weapon,51,M,H,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Julius Ervin Tate,12/7/2018,shot,gun,16,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+James N. Robertson,12/8/2018,shot,knife,41,M,W,West Wendover,NV,FALSE,other,Car,FALSE
+Joshua Boyd,12/9/2018,shot,gun,24,M,B,Savannah,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Deandre Mitchell,12/9/2018,shot,gun,23,M,B,Torrance,CA,FALSE,undetermined,Not fleeing,FALSE
+Terry Don King,12/9/2018,shot,gun,50,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Shane Wentling,12/10/2018,shot,gun,41,M,W,Noble County,OK,FALSE,attack,Car,FALSE
+George Penev,12/10/2018,shot,knife,23,M,W,Fredonia,NY,TRUE,attack,Not fleeing,FALSE
+Kyle Hart,12/10/2018,shot,knife,33,M,W,Redwood City,CA,TRUE,other,Not fleeing,FALSE
+Kaley Gay,12/11/2018,shot,gun,25,F,W,Bibb County,GA,FALSE,attack,Not fleeing,FALSE
+Tori Kaneshiro,12/11/2018,shot,gun,30,F,A,Pahoa,HI,FALSE,attack,Not fleeing,FALSE
+Daniel Pierce,12/11/2018,shot,gun,58,M,W,Rangley,CO,TRUE,other,Not fleeing,TRUE
+Marcus Neal,12/11/2018,shot,knife,47,M,B,Buffalo,NY,TRUE,attack,Foot,FALSE
+Haze Connor Martin,12/11/2018,shot,knife,22,M,W,Pope County,AR,FALSE,other,Car,FALSE
+Tameka LaShay Simpson,12/11/2018,shot,gun,27,F,B,Calhoun,GA,FALSE,attack,Not fleeing,FALSE
+Demario Bass,12/12/2018,shot,vehicle,29,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Jason Emerson Connell,12/12/2018,shot,gun,43,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Parker Thomas,12/12/2018,shot,toy weapon,18,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Gabriel Romero,12/12/2018,shot,gun,19,M,H,Albuquerque,NM,TRUE,attack,Foot,FALSE
+Joshua Myers,12/13/2018,shot,gun,37,M,W,Bushnell,FL,FALSE,attack,Car,FALSE
+Andre Horton,12/13/2018,shot,gun,42,M,B,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Walter Kellogg,12/15/2018,shot,knife,57,M,,Shirley,NY,TRUE,other,Not fleeing,FALSE
+Edgar Espinoza,12/15/2018,shot,knife,35,M,H,Hanford,CA,FALSE,attack,Not fleeing,FALSE
+Edward Rudhman,12/16/2018,shot,gun,50,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Rodney J. Geiser,12/16/2018,shot,gun,60,M,W,Apple Creek,OH,TRUE,other,,TRUE
+Jacob Mohow,12/16/2018,shot,knife,35,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Richard L. Johnson,12/16/2018,shot,gun,46,M,,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+April Webster,12/16/2018,shot,knife,47,F,B,Darlington County,SC,TRUE,other,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,W,Natomas,CA,FALSE,other,Not fleeing,FALSE
+Angel Viola Decarlo,12/18/2018,shot,gun,31,F,B,Hopewell,VA,FALSE,attack,Foot,FALSE
+David Frederick,12/18/2018,shot,gun,24,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+Danny Washington,12/18/2018,shot,unarmed,27,M,B,Franklin Township,PA,FALSE,attack,Car,FALSE
+Keith A. Hawley,12/18/2018,shot,gun,27,M,W,Union City,PA,FALSE,attack,,FALSE
+TK TK,12/19/2018,shot,gun,,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,12/19/2018,shot,undetermined,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/20/2018,shot,gun,,M,,Lake Elsinore,CA,FALSE,attack,Car,FALSE
+Damon Barstad,12/20/2018,shot,Taser,23,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Jose Lemus,12/21/2018,shot,gun,57,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+David MacAdams,12/21/2018,shot,knife,56,M,W,Springfield,FL,FALSE,other,Not fleeing,FALSE
+Jason Delgado Perez,12/23/2018,shot,gun,36,M,H,Albuquerque,NM,TRUE,attack,Not fleeing,FALSE
+"Kaulana ""Toji"" Reinhardt",12/23/2018,shot,gun,,M,O,Wailuku,HI,FALSE,attack,Car,TRUE
+Abdias Flores,12/24/2018,shot,gun,,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Jennifer Vasquez,12/25/2018,shot,vehicle,24,F,H,San Jose,CA,FALSE,attack,Car,FALSE
+Antonio A. Ramos,12/25/2018,shot,gun,34,M,H,Buckeye,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Jerome Taylor,12/26/2018,shot,vehicle,17,M,B,Lakeland,FL,FALSE,attack,Car,FALSE
+Gary Warbritton,12/26/2018,shot,gun,21,M,W,Rector,AR,FALSE,attack,Not fleeing,FALSE
+Wayne Falana,12/26/2018,shot,gun,35,M,B,Clearwater,FL,TRUE,attack,Not fleeing,FALSE
+"Mark Wade ""Cornbread"" Luttrell",12/28/2018,shot,gun,34,M,W,Tullahoma,TN,FALSE,attack,Not fleeing,FALSE
+Glenn A. Rightsell,12/28/2018,shot,gun,56,M,W,Crawfordsville,IN,FALSE,other,Not fleeing,FALSE
+Shane Lyons,12/28/2018,shot,machete,35,M,B,Port Arthur,TX,FALSE,other,Not fleeing,FALSE
+Edwin C. Bundy,12/28/2018,shot,gun,46,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,12/29/2018,shot,gun,42,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Warren Jay Beaubien,12/30/2018,shot,machete,49,M,W,Llano,TX,FALSE,other,Not fleeing,FALSE
+Kerry D. Blake,12/30/2018,shot,pole,44,M,B,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Paul Arbitelle,12/30/2018,shot and Tasered,knife,45,M,W,Danbury,CT,FALSE,other,Not fleeing,FALSE
+Iosia Faletogo,12/31/2018,shot,gun,36,M,A,Seattle,WA,FALSE,attack,Foot,TRUE
+Matthew Hurley,12/31/2018,shot,gun,45,M,W,Fort Dodge,IA,FALSE,attack,Car,FALSE
+Jesus Ramos,12/31/2018,shot,undetermined,34,M,H,Longmont,CO,TRUE,other,Foot,FALSE
+TK TK,12/31/2018,shot,knife,18,M,,Van Nuys,CA,FALSE,other,Not fleeing,TRUE
+Dylan Michael Smith,1/1/2019,shot,gun,26,M,W,Davidson County,NC,FALSE,attack,Foot,FALSE
+Brandon Lovell Webster,1/1/2019,shot,vehicle,28,M,B,Shallotte,NC,FALSE,other,Car,FALSE
+Matthew Burroughs,1/2/2019,shot,vehicle,35,M,B,Niles,OH,FALSE,attack,Foot,FALSE
+Abdoulaye Thiam,1/2/2019,shot,knife,20,M,B,Whitehaven,TN,FALSE,other,Not fleeing,TRUE
+Arron Thomas Lambert,1/2/2019,shot,Taser,33,M,W,San Antonio,TX,FALSE,attack,Other,FALSE
+Samuel Garcia,1/3/2019,shot,gun,39,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Robert Myers,1/3/2019,shot,gun,63,M,W,Greenport,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Roberts,1/3/2019,shot,knife,27,M,W,Albert Lea,MN,TRUE,attack,,FALSE
+Abiel Innis De Joel Rios,1/3/2019,shot,gun,33,M,H,Visalia,CA,TRUE,attack,Not fleeing,FALSE
+Jae Wesley Hardy,1/3/2019,shot,gun,27,M,B,Millbrook,AL,FALSE,other,Car,FALSE
+Eric David Sauerhagen,1/3/2019,shot,gun,31,M,W,Bozeman,MT,FALSE,other,Not fleeing,FALSE
+Zonell Williams,1/4/2019,shot,gun,33,M,B,Treme,LA,TRUE,attack,Not fleeing,TRUE
+Jeremy Dean Duncan,1/4/2019,shot,vehicle,39,M,W,Amarillo,TX,FALSE,attack,Car,FALSE
+John Richard Camacho,1/4/2019,shot,toy weapon,27,M,W,San Marcos,TX,FALSE,other,Car,FALSE
+Lawrence Thompson III,1/4/2019,shot,gun,32,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Oliver Hernandez,1/5/2019,shot,ax,29,M,H,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Harold Thompson,1/5/2019,shot,gun,81,M,,Union County,SC,FALSE,attack,Not fleeing,FALSE
+Adolfo Gonzalez,1/5/2019,shot,gun,28,M,H,Lemon Grove,CA,FALSE,other,Not fleeing,FALSE
+David John Engebretson,1/5/2019,shot,gun,50,M,W,Milwaukie,OR,FALSE,attack,Not fleeing,FALSE
+Shaun Kennedy,1/5/2019,shot,gun,55,M,W,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Kevin Shawn Hanson,1/6/2019,shot,gun,42,M,B,Hurricane,WV,FALSE,attack,Car,FALSE
+TK TK,1/6/2019,shot,knife,,M,,Glen Valley,CA,FALSE,other,Not fleeing,FALSE
+James McDonald,1/6/2019,shot,gun,,M,,Cache,OK,FALSE,attack,Not fleeing,FALSE
+Andre C. Gladen,1/6/2019,shot and Tasered,knife,36,M,B,Portland,OR,TRUE,other,Not fleeing,FALSE
+Nil Houer,1/6/2019,shot,gun,38,M,A,Houston,TX,FALSE,other,Not fleeing,FALSE
+Miguel Barraza-Lugo,1/7/2019,shot,gun,38,M,H,Kent,WA,FALSE,attack,Car,FALSE
+David Novak,1/7/2019,shot,baseball bat,35,M,W,Spokane,WA,FALSE,attack,Not fleeing,TRUE
+Jeremy Dale Edmonds,1/7/2019,shot,knife,42,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Michael W. Mobley,1/8/2019,shot,gun,53,M,,Leadwood,MO,FALSE,attack,Not fleeing,FALSE
+Jerald Wilson,1/8/2019,shot and Tasered,beer bottle,33,M,,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Lee Burney,1/10/2019,shot,gun,70,M,B,Eclectic,AL,FALSE,other,Not fleeing,FALSE
+Geoffrey Morris,1/10/2019,shot,gun and vehicle,29,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Juston Landry,1/11/2019,shot,gun,26,M,B,Lake Charles,LA,FALSE,other,Other,FALSE
+Treshun Symone Miller,1/11/2019,shot,gun,20,M,B,Arlington,TX,FALSE,attack,Foot,FALSE
+Charles Frederick Landeros,1/11/2019,shot,gun,30,M,H,Eugene,OR,FALSE,attack,Not fleeing,TRUE
+Jacob Michael Harris,1/11/2019,shot,gun,19,M,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,1/11/2019,shot and Tasered,ax,,M,,Huntsville,TX,FALSE,other,Not fleeing,FALSE
+Bill Akes,1/12/2019,shot,hatchet,48,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Christopher A. Schmitt,1/12/2019,shot,toy weapon,58,M,W,Dearborn County,IN,TRUE,attack,Not fleeing,FALSE
+Dimas Diaz,1/13/2019,shot,unarmed,38,M,H,Calabasas,CA,FALSE,other,Car,FALSE
+Roberto Tapia,1/13/2019,shot,gun,28,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Nathan Thoe,1/13/2019,shot,gun,34,M,W,White Lake,SD,FALSE,other,Not fleeing,FALSE
+Keith Harvey,1/13/2019,shot,knife,43,M,,Lakewood,WA,TRUE,attack,Not fleeing,FALSE
+Jahmal Derrick Stewart,1/14/2019,shot,gun,45,M,B,Linda,CA,FALSE,attack,Not fleeing,FALSE
+Rodney Hamilton,1/14/2019,shot,gun,62,M,,Gainesville,GA,FALSE,other,Not fleeing,FALSE
+Amiliano Antonio Apodaca,1/14/2019,shot,unarmed,18,M,H,Pueblo,CO,FALSE,other,Car,FALSE
+Louis Jose Burrus,1/14/2019,shot,gun,25,M,H,El Paso,TX,FALSE,other,Foot,FALSE
+Nathaniel Holland,1/14/2019,shot,knife,38,M,B,Vacaville,CA,FALSE,attack,Foot,FALSE
+Damon Murad Asad,1/14/2019,shot,gun,33,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+William Owens,1/14/2019,shot,gun,39,M,B,Logan Township,NJ,FALSE,attack,Not fleeing,FALSE
+Dean Heerdt,1/15/2019,shot,gun,58,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Stanley Stepanski III,1/15/2019,shot,gun,48,M,W,Roseville,CA,FALSE,attack,Car,FALSE
+Antonio Arce,1/15/2019,shot,toy weapon,14,M,H,Tempe,AZ,FALSE,other,Foot,TRUE
+D'ettrick Griffin,1/15/2019,shot,vehicle,18,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+Quency Chavez Floyd,1/15/2019,shot,gun,22,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Shawn Joseph Billinger,1/16/2019,shot,unarmed,46,M,W,Fort Lupton,CO,TRUE,undetermined,Car,TRUE
+D'Angelo Brown,1/16/2019,shot,vehicle,,M,B,West Memphis,AR,FALSE,other,Car,FALSE
+Megan Rivera,1/16/2019,shot,vehicle,,F,W,West Memphis,AR,FALSE,other,Car,FALSE
+Terry Lee Cockrell,1/16/2019,shot,gun,57,M,W,Sperry,OK,TRUE,other,Foot,TRUE
+Danny Kelley,1/16/2019,shot,knife,32,M,W,Charlotte,NC,FALSE,other,Foot,FALSE
+Mikyas Mehary Tegegne,1/16/2019,shot,gun,31,M,B,Silver Spring,MD,FALSE,other,Foot,FALSE
+Jihad Merrick,1/16/2019,shot,vehicle,29,M,,Nashua,IA,TRUE,attack,Car,FALSE
+Dale Weich,1/18/2019,shot,gun,64,M,W,O'Fallon,MO,TRUE,attack,Not fleeing,FALSE
+Matthew Neil Tuhkanen,1/19/2019,shot,unarmed,35,M,W,St. Louis Park,MN,TRUE,undetermined,Not fleeing,FALSE
+Mark Leo Gregory Gago,1/19/2019,shot,ax,42,M,W,Clackamas County,OR,FALSE,attack,Not fleeing,FALSE
+Jason C. Minnick,1/19/2019,shot,vehicle,30,M,W,Knoxville,TN,FALSE,other,Car,FALSE
+Chance Mavity,1/20/2019,shot,gun,26,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Horacio Ruiz-Rodriguez,1/21/2019,shot,unarmed,37,M,H,Las Vegas,NV,TRUE,other,Car,FALSE
+Jimmy Atchison,1/22/2019,shot,unarmed,21,M,B,Atlanta,GA,FALSE,undetermined,Foot,FALSE
+Preston Oszust,1/23/2019,shot,unarmed,20,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,FALSE
+Dwight Steward,1/23/2019,shot,knife,46,M,B,Spokane,WA,FALSE,other,,FALSE
+TK TK,1/23/2019,shot,undetermined,,M,N,Naschitti,NM,FALSE,undetermined,,FALSE
+Marcus Gishal,1/23/2019,shot,gun,20,M,H,Flagstaff,AZ,FALSE,attack,Foot,FALSE
+Kevin Grant Vawter,1/23/2019,shot and Tasered,knife,46,M,W,South Haven,IN,TRUE,attack,Not fleeing,TRUE
+Katlyn Alix,1/24/2019,shot,unarmed,24,F,W,St. Louis,MO,FALSE,other,Not fleeing,FALSE
+Christian Albarran,1/24/2019,shot,unarmed,26,M,H,Ehrenberg,AZ,FALSE,other,Car,FALSE
+Jeffrey Lynn Jones,1/25/2019,shot,gun,60,M,W,Dyersburg,TN,FALSE,attack,Not fleeing,FALSE
+Russ Allen McClellan,1/25/2019,shot,gun,48,M,,Garland,TX,TRUE,attack,Not fleeing,FALSE
+Robert C. Martin,1/25/2019,shot,gun,69,M,,North Escambia,FL,TRUE,attack,Not fleeing,FALSE
+Jacob Archambault,1/27/2019,shot,vehicle,25,M,N,Rosebud,SD,FALSE,attack,Car,FALSE
+Joey Duane Ramirez,1/28/2019,shot,gun,29,M,H,Jackson,MI,FALSE,attack,Foot,FALSE
+Rhogena Nicholas,1/28/2019,shot,unarmed,58,F,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dennis Tuttle,1/28/2019,shot,gun,59,M,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gregory Griffin,1/28/2019,shot,unarmed,46,M,B,Newark,NJ,FALSE,other,Car,FALSE
+David Michael Bosiljevac,1/28/2019,shot,toy weapon,55,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Nekiylo Dawayne Graves,1/28/2019,shot,unknown weapon,27,M,B,Mercury,NV,FALSE,other,Car,FALSE
+Nicholas Philhower,1/28/2019,shot,gun,30,M,W,Kirkwood,NY,FALSE,attack,Car,FALSE
+Richard Moulton,1/28/2019,shot,gun,52,M,,Butte County,CA,FALSE,attack,Car,FALSE
+Carl Thayer,1/28/2019,shot and Tasered,knife,45,M,W,Tehama County,CA,FALSE,other,Other,FALSE
+Siatu'u Tauai,1/29/2019,shot,vehicle,51,M,O,Kalihi,HI,FALSE,attack,Car,FALSE
+Paul Cantu,1/29/2019,shot,gun,27,M,H,Austin,TX,TRUE,attack,Car,TRUE
+Michael Joe Jolls,1/30/2019,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Anthony Patrick Pellissier,1/30/2019,shot,unknown weapon,52,M,W,Midland,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,1/31/2019,shot,gun,24,M,,Passaic,NJ,FALSE,other,Foot,FALSE
+Robert Martinez,2/1/2019,shot,vehicle,45,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Henry Harold Russell,2/2/2019,shot,knife,47,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Johnny Weeks,2/2/2019,shot,gun,68,M,B,Buford,GA,FALSE,attack,Not fleeing,FALSE
+Isaiah Thomas,2/2/2019,shot,knife,40,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Dylan Joseph-Mark Cross,2/3/2019,shot,gun,18,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Asuncion J. Gomez-Guerrero,2/3/2019,shot,vehicle,35,M,H,Waukegan,IL,FALSE,attack,Car,TRUE
+Robert Matz,2/4/2019,shot,gun,80,M,W,Clarksburg,WV,FALSE,attack,Not fleeing,FALSE
+Corey Johnson,2/4/2019,shot,gun,44,M,B,Farmville,VA,FALSE,attack,Not fleeing,FALSE
+Anthony Dewayne Childs,2/5/2019,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Foot,FALSE
+Seth Keo Mallard,2/6/2019,shot,gun,20,M,W,LaSalle,CO,FALSE,attack,,FALSE
+Hunter Alan,2/6/2019,shot and Tasered,knife,48,M,,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Allon Jones,2/6/2019,shot,gun,43,M,B,Walter Hill,TN,TRUE,attack,Not fleeing,FALSE
+Miles Dylan Cooper,2/6/2019,shot,gun,25,M,W,Stone County,MS,FALSE,attack,Car,TRUE
+Bruce Carter,2/6/2019,shot,box cutter,38,M,B,Joilet,IL,FALSE,attack,Not fleeing,FALSE
+Danny Rodriguez,2/7/2019,shot,knife,34,M,H,Seattle,WA,FALSE,attack,Not fleeing,TRUE
+Michael Robert Novak,2/7/2019,shot,knife,58,M,W,Madera,CA,TRUE,attack,Not fleeing,TRUE
+Morgan Shane West,2/7/2019,shot,unarmed,38,M,W,Snyder,TX,FALSE,undetermined,Not fleeing,FALSE
+Nolan Hurtzig,2/7/2019,shot,undetermined,29,M,W,Banning,CA,FALSE,undetermined,,FALSE
+Jason Matthew Hill,2/7/2019,shot,gun,40,M,W,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Charles L. Cook,2/7/2019,shot,gun,49,M,W,Barberton,OH,FALSE,attack,Not fleeing,FALSE
+Aaron Allen Przekop,2/8/2019,shot,unarmed,25,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Joshua Rember Williams,2/8/2019,shot,knife,32,M,,New York,NY,FALSE,attack,Not fleeing,FALSE
+Willie Bo McCoy,2/9/2019,shot,gun,21,M,B,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey D. Tyree,2/9/2019,shot,knife,57,M,W,Virginia Beach,VA,TRUE,attack,Not fleeing,FALSE
+Jonathan Ramirez,2/9/2019,shot,gun,28,M,H,Bailey,NC,FALSE,other,Not fleeing,TRUE
+Gabriel Carter,2/9/2019,shot,gun,25,M,W,Del City,OK,FALSE,attack,Not fleeing,FALSE
+Ted Schmitz,2/10/2019,shot,knife,58,M,W,Waukesha,WI,TRUE,attack,Not fleeing,FALSE
+Willie Jermaine Robinson,2/10/2019,shot,gun,34,M,B,Greenville County,SC,TRUE,attack,Not fleeing,TRUE
+Eric Young,2/11/2019,shot,unarmed,34,M,W,Montgomery,WV,TRUE,other,Not fleeing,FALSE
+Ty'rell Pounds,2/11/2019,shot,gun,24,M,B,Crestwood,KY,FALSE,attack,Car,FALSE
+Phayvanh Inthavong,2/11/2019,shot,gun,32,M,A,Redding,CA,FALSE,attack,Foot,FALSE
+Alex Johnson,2/12/2019,shot,knife,58,M,B,Defiance,OH,FALSE,other,Not fleeing,FALSE
+Christopher Brimsey,2/12/2019,shot,gun,20,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Patrick Reed,2/12/2019,shot,gun,19,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Johnny Mathis,2/12/2019,shot,gun,46,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Garrett James Ebenal,2/13/2019,shot,gun,28,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Greg Alyn Carlson,2/13/2019,shot,gun,47,M,W,Apex,NC,FALSE,attack,Not fleeing,FALSE
+Wilfredo Hernandez,2/14/2019,shot,knife,47,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Michael Drayer,2/14/2019,shot,knife,34,M,W,Aspers,PA,FALSE,attack,Not fleeing,FALSE
+Mark Morasky,2/14/2019,shot,gun,,M,W,San Jose,CA,FALSE,attack,Car,FALSE
+Gary Marin,2/15/2019,shot,gun,45,M,B,Aurora,IL,FALSE,attack,Not fleeing,FALSE
+Michael Elam,2/16/2019,shot,gun,17,M,B,Chicago,IL,FALSE,other,Car,FALSE
+Nam Quang Le,2/16/2019,shot,gun,34,M,A,Clinton,MS,FALSE,attack,Not fleeing,FALSE
+Javier Hernandez Morales,2/17/2019,shot,gun,48,M,H,Napa Valley,CA,FALSE,attack,Not fleeing,TRUE
+Elizabeth Ann Stropp,2/17/2019,shot,gun,37,F,,Claiborne County,TN,FALSE,attack,Foot,FALSE
+Reginald Romero Bursey,2/17/2019,shot,gun,32,M,B,New Orleans,LA,FALSE,attack,Not fleeing,FALSE
+Delmar Espejo,2/18/2019,shot,unarmed,20,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Pierre Woods,2/18/2019,shot,gun,31,M,B,Pelehatchie,MS,TRUE,attack,Not fleeing,FALSE
+Clayton Joseph,2/19/2019,shot,knife,16,M,A,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Emanuel David Joshua Oates,2/19/2019,shot,machete,24,M,B,Baltimore,MD,FALSE,other,Not fleeing,FALSE
+Kyron Marcell Sands,2/20/2019,shot,gun,39,M,B,Norwich,CT,TRUE,attack,Car,FALSE
+Kyle Thomas,2/20/2019,shot,vehicle,26,M,W,Honolulu,HI,FALSE,attack,Car,FALSE
+Bradley Blackshire,2/22/2019,shot,vehicle,30,M,B,Little Rock,AR,FALSE,attack,Car,TRUE
+Kasim Kahrim,2/22/2019,shot,gun,36,M,O,Boston,MA,FALSE,attack,Car,FALSE
+Timothy Rhodes,2/22/2019,shot,gun,28,M,W,Walton,WV,FALSE,attack,Not fleeing,FALSE
+Neico Crooks,2/22/2019,shot,vehicle,21,M,B,Miami Gardens,FL,FALSE,attack,Car,FALSE
+Felipe Martinez,2/22/2019,shot,knife,36,M,H,Poteet,TX,FALSE,other,Car,FALSE
+Sterling Durant Humbert,2/23/2019,shot,gun,28,M,W,Carrollton,TX,FALSE,attack,Car,TRUE
+Daniel David Messmer,2/23/2019,shot,gun,24,M,W,Victorville,CA,TRUE,attack,Not fleeing,FALSE
+Angel Burke,2/23/2019,shot,gun,29,M,W,Clarksville,TN,FALSE,other,Foot,FALSE
+Jackie Scott Pendergrass,2/23/2019,shot,gun,44,M,W,Blountville,TN,FALSE,attack,Not fleeing,FALSE
+Tommy Kirby,2/24/2019,shot,undetermined,41,M,W,Flint,MI,FALSE,undetermined,Car,FALSE
+Bryan A. Ryder,2/25/2019,shot,knife,38,M,W,Springfield,MO,TRUE,other,,FALSE
+David Litton,2/25/2019,shot,gun,40,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Sasha Ann Pishko,2/26/2019,shot,vehicle,20,F,W,McIntosh County,GA,FALSE,attack,Car,FALSE
+Tyler Schmidtbauer,2/26/2019,shot,gun,27,M,W,Miltona,MN,FALSE,other,Not fleeing,TRUE
+Joseph Hart,2/26/2019,shot,gun,51,M,W,Huger,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Schmitt,2/26/2019,shot,gun,48,M,W,Struthers,OH,FALSE,attack,Not fleeing,FALSE
+James Scott Reed,2/27/2019,shot,gun,40,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Gary Clark,2/27/2019,shot,unknown weapon,21,M,,DeRidder,LA,FALSE,other,,FALSE
+Michael Pierce,2/28/2019,shot,gun,29,M,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Kenneth Joseph Sisneros,2/28/2019,shot,gun,34,M,H,Lone Tree,CO,FALSE,other,Foot,FALSE
+Brenda Rodriguez Mendoza,3/1/2019,shot,gun,20,F,H,Salinas,CA,FALSE,other,,FALSE
+Maurice Arrisgado,3/1/2019,shot,unarmed,47,M,A,Honolulu,HI,FALSE,other,Foot,FALSE
+Eduardo Munoz,3/1/2019,shot and Tasered,unarmed,29,M,H,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Ricky Lee Prichard,3/2/2019,shot,gun,49,M,,Sebewaing,MI,TRUE,attack,Not fleeing,FALSE
+Larry Todd Hoover,3/2/2019,shot,sword,33,M,W,Mount Holly,NC,TRUE,other,Not fleeing,FALSE
+Tyler J. Meier,3/2/2019,shot,unarmed,46,M,W,Fairchild,WI,FALSE,attack,Not fleeing,FALSE
+Clair Jewell,3/2/2019,shot,undetermined,35,F,W,Carter County,KY,FALSE,other,,FALSE
+TK TK,3/2/2019,shot,knife,,M,,Waco,TX,FALSE,attack,Not fleeing,FALSE
+Robert D. Richardson,3/3/2019,shot,toy weapon,40,M,,Glenoma,WA,FALSE,attack,Not fleeing,FALSE
+Luke Anthony Swann,3/4/2019,shot,gun,36,M,B,Des Moines,IA,FALSE,attack,Foot,FALSE
+Stephen Kaylor,3/4/2019,shot,gun,63,M,W,Rancho Mirage,CA,TRUE,attack,,FALSE
+Daniel Moncada,3/4/2019,shot,gun,27,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jeremy Ponce,3/4/2019,shot,gun,17,M,H,San Antonio,TX,FALSE,attack,Car,FALSE
+Shamikle Jackson,3/4/2019,shot,machete,22,M,B,Aurora,CO,FALSE,other,Not fleeing,TRUE
+Steven Louis Goins,3/5/2019,shot,gun,22,M,,DeKalb County,GA,FALSE,attack,Foot,FALSE
+Jared D. Kelly,3/5/2019,shot,gun,36,M,,Springfield,MO,FALSE,other,,FALSE
+Stephanie Areanda Quiroz,3/5/2019,shot,unarmed,21,F,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Joshua Worth,3/5/2019,shot,undetermined,31,M,W,Greenville,MS,TRUE,undetermined,,FALSE
+Danny Brogdon,3/5/2019,shot and Tasered,knife,56,M,W,Muskogee,OK,FALSE,other,Not fleeing,FALSE
+Antonio Joseph Valentine,3/5/2019,shot and Tasered,gun,32,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Donqaule Maurice Gray,3/6/2019,shot,gun,25,M,B,Morgantown,WV,FALSE,attack,Foot,FALSE
+Rodney Fisher,3/7/2019,shot,gun,47,M,W,Jonesboro,AR,FALSE,other,Not fleeing,FALSE
+Carlos Hunter,3/7/2019,shot,gun,,M,H,Vancouver,WA,FALSE,other,Not fleeing,FALSE
+Dylan Aikey,3/7/2019,shot,gun,23,M,W,Anchorage,AK,FALSE,attack,Foot,FALSE
+Thomas Wayne Swinford,3/8/2019,shot,toy weapon,34,M,W,Athens,GA,TRUE,attack,,TRUE
+Beth Plant,3/9/2019,shot,knife,51,F,W,Cheatham County,TN,FALSE,attack,Not fleeing,FALSE
+Eric Hagstrom,3/9/2019,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Joel David Kellay,3/9/2019,shot,gun,46,M,W,Pennfield Township,MI,FALSE,attack,Not fleeing,FALSE
+Tommy Wayne Welch,3/9/2019,shot,knife,59,M,W,Quanah,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose German,3/9/2019,shot,gun,40,M,,Buckeye,AZ,FALSE,attack,Car,FALSE
+Rodney Lassiter,3/9/2019,shot,gun,30,M,B,Monahans,TX,TRUE,attack,Not fleeing,FALSE
+Brandon Robertson,3/10/2019,shot,gun,34,M,N,Redding,CA,FALSE,attack,Foot,FALSE
+Phillip Wayne Outland,3/10/2019,shot,gun,44,M,W,Cofield,NC,FALSE,attack,Not fleeing,FALSE
+Sokhom Hon,3/10/2019,shot,unknown weapon,31,M,A,San Bernardino,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Montoya,3/10/2019,shot,gun,51,M,H,Lakewood,CO,FALSE,attack,Car,FALSE
+Michael J. D'Angelo,3/11/2019,shot,knife,34,M,W,Westminster,MD,FALSE,attack,Not fleeing,FALSE
+Robert Mark Frady,3/12/2019,shot,gun,45,M,W,Salacoa,GA,FALSE,attack,Not fleeing,FALSE
+Latasha Nicole Walton,3/12/2019,shot,vehicle,32,F,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Brandon Stacey,3/12/2019,shot,gun,31,M,W,Kalamazoo,MI,FALSE,attack,Not fleeing,FALSE
+Charles Ballard,3/13/2019,shot,vehicle,41,M,B,Ashland,CA,FALSE,attack,Car,TRUE
+Benjamin Melendez,3/13/2019,shot,knife,29,M,H,Grand Island,NE,FALSE,attack,Not fleeing,FALSE
+Nina Adams,3/13/2019,shot,gun,47,F,B,Greensburg,PA,TRUE,attack,Not fleeing,FALSE
+Henry Wayne Rivera,3/13/2019,shot,unarmed,30,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Shawn Taylor Waite,3/14/2019,shot,knife,27,M,N,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,3/14/2019,shot,gun,27,M,,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jerry Marrero,3/14/2019,shot,knife,38,M,H,Jacksonville,FL,TRUE,other,Not fleeing,FALSE
+George Wayne McCallum,3/14/2019,shot,gun,33,M,W,Monroe County,MS,TRUE,other,Car,FALSE
+Jason Williams,3/14/2019,shot,toy weapon,42,M,,Trenton,NJ,TRUE,other,Not fleeing,FALSE
+Victor J. Morales Zavala,3/14/2019,shot,gun,25,M,W,Ontario,OR,TRUE,attack,Car,FALSE
+Michael Cohen,3/15/2019,shot,gun,47,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Billy L. Walker,3/16/2019,shot,gun,53,M,,Macoupin County,IL,FALSE,attack,Other,FALSE
+James Young,3/16/2019,shot,gun,77,M,,The Dalles,OR,FALSE,attack,Not fleeing,FALSE
+Timothy John Beckwith,3/16/2019,shot,gun,49,M,W,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Jorge Luis Rivera-Melendez,3/17/2019,shot,gun,33,M,H,Clermont,FL,FALSE,other,,FALSE
+Kenneth Cherry,3/18/2019,shot and Tasered,sharp object,36,M,W,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Thomas Johnson,3/19/2019,shot,gun,22,M,B,Bastrop,LA,FALSE,undetermined,Foot,FALSE
+Juan Manuel Flores Del Toro,3/19/2019,shot,gun,29,M,H,Kittitas,WA,FALSE,attack,Car,FALSE
+Jesus Calderon,3/19/2019,shot,knife,52,M,H,Tampa,FL,TRUE,other,Not fleeing,FALSE
+James Hunn,3/19/2019,shot,gun,61,M,W,University City,MO,TRUE,attack,Not fleeing,FALSE
+Osaze Osagie,3/20/2019,shot,knife,29,M,B,State College,PA,TRUE,attack,Not fleeing,FALSE
+Stevie Garcia,3/20/2019,shot,gun,37,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Hannah Westall,3/20/2019,shot,toy weapon,26,F,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Erick Ramirez,3/21/2019,shot,knife,32,M,,Sandy Springs,GA,TRUE,attack,Not fleeing,FALSE
+Daishawn Brown,3/21/2019,shot,gun,19,M,B,Modesto,CA,FALSE,undetermined,Car,FALSE
+Bruce Puchel,3/22/2019,shot,gun,45,M,W,Ernul,NC,TRUE,other,Not fleeing,FALSE
+Derek Smith,3/22/2019,shot,knife,22,M,B,Walterboro,SC,FALSE,other,Not fleeing,FALSE
+Kevin Bruce Mason,3/24/2019,shot,unarmed,57,M,B,Baltimore,MD,FALSE,other,Not fleeing,TRUE
+Joseph David Durman,3/24/2019,shot,gun,46,M,W,Port St. Joe,FL,FALSE,other,Car,FALSE
+Danquirs Napoleon Franklin,3/25/2019,shot,gun,27,M,B,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+Abraham Arellano,3/25/2019,shot,gun,26,M,H,Thurmont,MD,TRUE,other,,FALSE
+Brandon Coty Elliott,3/25/2019,shot,gun,30,M,W,Horry County,SC,TRUE,other,Foot,FALSE
+Kaylon Robinson,3/25/2019,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Brandon Michael Jacque,3/27/2019,shot,vehicle,25,M,W,Burnet,TX,FALSE,attack,Not fleeing,TRUE
+Stephen Marshall,3/27/2019,shot,gun,51,M,W,Manchester,NH,FALSE,attack,Not fleeing,FALSE
+Leonardo Gallegos,3/27/2019,shot,gun,40,M,H,Cochran County,TX,FALSE,attack,Car,FALSE
+Kevin Samuel Capers,3/27/2019,shot,knife,47,M,W,Chickasha,OK,FALSE,other,Not fleeing,FALSE
+Chris Joseph,3/27/2019,shot,vehicle,38,M,B,Terrytown,LA,FALSE,attack,Not fleeing,FALSE
+Daviri Robertson,3/27/2019,shot,vehicle,39,M,B,Terrytown,LA,FALSE,attack,Car,FALSE
+Brian Leslie Statler,3/27/2019,shot,sword,30,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Eugene Horn,3/28/2019,shot,gun,43,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Augustine Gutierrez,3/28/2019,shot,gun,42,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Pierre J. Cher Frere,3/30/2019,shot,gun,25,M,B,Miami,FL,FALSE,attack,,FALSE
+Andrew John Mason,3/30/2019,shot,unarmed,22,M,W,Watuaga County,NC,FALSE,attack,Not fleeing,FALSE
+Ondrae Levado Hutchinson,3/30/2019,shot and Tasered,gun,30,M,B,Durham,NC,FALSE,attack,Foot,TRUE
+Stacy William Kenny,3/31/2019,shot,vehicle,33,F,W,Springfield,OR,TRUE,other,Car,FALSE
+Juan Padilla,3/31/2019,shot,knife,24,M,H,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Oscar Cain,3/31/2019,shot,gun,31,M,B,Atlanta,GA,FALSE,other,Foot,FALSE
+Kevin Ray McEnulty,3/31/2019,shot,gun,25,M,N,Fairbanks,AK,FALSE,other,Car,FALSE
+Lianna Renee London,4/1/2019,shot,gun,28,F,W,LaFollette,TN,FALSE,attack,Not fleeing,FALSE
+Veltavious Griggs,4/1/2019,shot,gun,19,M,B,Union City,GA,FALSE,attack,,FALSE
+Bishar Hassan,4/1/2019,shot,BB gun,31,M,B,Anchorage,AK,TRUE,other,Foot,FALSE
+TK TK,4/1/2019,shot and Tasered,undetermined,29,M,,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Donnell James Lang,4/2/2019,shot,unarmed,48,M,W,Redding,CA,TRUE,attack,Not fleeing,FALSE
+Barry A. Rucker,4/3/2019,shot,gun,53,M,W,Brownstown,IN,FALSE,other,Not fleeing,FALSE
+Alfonso Cervantes,4/3/2019,shot,gun,50,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Garner,4/3/2019,shot,gun,55,M,H,Boynton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Zachary Kinard,4/3/2019,shot,gun,,M,W,Pelion,SC,FALSE,other,Car,FALSE
+Thomas Verile,4/4/2019,shot,unarmed,37,M,W,Kalamazoo,MI,TRUE,other,Not fleeing,FALSE
+Daniel Robert Ramirez,4/4/2019,shot,gun,30,M,H,Anaheim,CA,FALSE,other,Not fleeing,FALSE
+Julius Glover,4/5/2019,shot,knife,26,M,,Bloomingdale,IL,FALSE,other,Car,FALSE
+Benjamin B. Lucas,4/6/2019,shot,gun,36,M,W,New Albany,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Orlando Bowers,4/7/2019,shot,gun,24,M,B,Greeneville,TN,FALSE,attack,Not fleeing,FALSE
+Marzeus Scott,4/7/2019,shot,unarmed,35,M,B,Blytheville,AR,TRUE,attack,Foot,TRUE
+Charles Bradley Payne,4/7/2019,shot,knife,42,M,W,Hamilton County,TN,FALSE,attack,Not fleeing,FALSE
+Harold Vincent Robinson,4/8/2019,shot,gun,37,M,B,Salt Lake City,UT,FALSE,attack,Car,FALSE
+Michael Wray Hensley,4/9/2019,shot,gun,28,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Gulley,4/9/2019,shot,gun,32,M,W,Henry County,IN,FALSE,attack,Not fleeing,FALSE
+Terry Davis,4/9/2019,shot,gun,33,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Trivenskey O. Odom,4/10/2019,shot,gun,27,M,B,Shreveport,LA,FALSE,attack,Car,FALSE
+Anthony Santana,4/10/2019,shot,gun,21,M,H,Indio,CA,FALSE,other,Not fleeing,FALSE
+David Wittman,4/10/2019,shot,gun,47,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+John Darlington,4/10/2019,shot,gun,57,M,W,Mexico Beach,FL,FALSE,other,Not fleeing,FALSE
+TK TK,4/11/2019,shot,gun,20,M,,Canutillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Demetrious Brooks,4/11/2019,shot,gun,34,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Marcus McVae,4/11/2019,shot,unarmed,34,M,B,Boerne,TX,FALSE,attack,Foot,FALSE
+Phillip Thomas Marsh,4/11/2019,shot,gun,30,M,W,DeLand,FL,TRUE,attack,Car,FALSE
+Theresa Medina-Thomas,4/11/2019,shot,vehicle,29,F,H,Ahwatukee,AZ,FALSE,other,Car,FALSE
+Myron Flowers,4/12/2019,shot,gun,28,M,B,Clinton,LA,FALSE,attack,Not fleeing,FALSE
+Juan Torres,4/12/2019,shot,wrench,39,M,H,Buckeye,AZ,TRUE,attack,Not fleeing,TRUE
+Luc Ciel,4/12/2019,shot,knife,54,M,A,Richmond,CA,FALSE,attack,Not fleeing,FALSE
+Augustus Combs,4/14/2019,shot,gun,27,M,W,Dalhart,TX,FALSE,other,Foot,FALSE
+Kawaski Trawick,4/14/2019,shot,knife,32,M,B,New York,NY,FALSE,other,Not fleeing,TRUE
+Clarence Leading Fighter,4/14/2019,shot,knife,32,M,N,Rushville,NE,FALSE,other,Foot,FALSE
+William Crawford,4/14/2019,shot,gun,47,M,W,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Brian Dellaann Butts,4/14/2019,shot,gun,33,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Henry Lane,4/14/2019,shot and Tasered,walking stick,42,M,N,Red Bluff,CA,TRUE,other,Foot,FALSE
+Samuel Charles Talbott,4/15/2019,shot,knife,,M,W,Pigeon Forge,TN,TRUE,other,Not fleeing,FALSE
+Tyler R. Johnson,4/16/2019,shot,knife,24,M,,Lee,NY,TRUE,other,Not fleeing,FALSE
+Chadwick Dale Martin,4/16/2019,shot,vehicle,24,M,W,Fountain Inn,SC,FALSE,attack,Car,FALSE
+Patrick West,4/16/2019,shot,sword,42,M,W,Montesano,WA,TRUE,other,Not fleeing,FALSE
+Akeen Brown,4/17/2019,shot,gun,34,M,B,Flint,MI,FALSE,attack,Not fleeing,FALSE
+"John Stewart, Jr.",4/17/2019,shot,knife,46,M,W,Pentress,WV,TRUE,attack,Foot,TRUE
+John Duane Fairbanks,4/18/2019,shot,gun,40,M,N,Coon Rapids,MN,FALSE,attack,Foot,TRUE
+Michael Allen Felch,4/18/2019,shot,gun,30,M,W,Fremont,CA,FALSE,attack,Not fleeing,TRUE
+Luiz Leizado,4/18/2019,shot,gun,42,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Soheil Antonio Mojarrad,4/20/2019,shot,knife,30,M,W,Raleigh,NC,FALSE,attack,Not fleeing,FALSE
+Carlton Steve Brooks,4/20/2019,shot,gun,63,M,W,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Anthony Jose Vega Cruz,4/20/2019,shot,vehicle,18,M,H,Wethersfield,CT,FALSE,attack,Foot,FALSE
+Sean Michael Collins,4/20/2019,shot,gun,29,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,TRUE
+Michael St. Clair,4/21/2019,shot,gun,42,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+David Flores Ramos,4/22/2019,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,,TRUE
+James Freeman,4/22/2019,shot,gun,46,M,,Watauga,TX,FALSE,attack,Not fleeing,FALSE
+Richard Allen Moench,4/22/2019,shot,gun,50,M,W,Shelby,MT,FALSE,attack,Not fleeing,FALSE
+Emory Moore,4/24/2019,shot,undetermined,29,M,W,Owingsville,KY,FALSE,attack,Car,FALSE
+Jonathan Patzel,4/24/2019,shot,knife,29,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Stanley Edward Thompson,4/25/2019,shot,gun,51,M,W,Apex,NC,FALSE,attack,,FALSE
+Blayne Erwin Morris,4/25/2019,shot,gun,23,M,,Lemoore,CA,FALSE,attack,Car,FALSE
+Max Helton,4/26/2019,shot,gun,43,M,,Clarksville,IN,TRUE,attack,Not fleeing,TRUE
+Kevin Leroy Beasley,4/26/2019,shot,rock,23,M,B,Denver,CO,TRUE,attack,Not fleeing,FALSE
+Jose Dominguez,4/28/2019,shot,gun,47,M,H,Sparks,NV,TRUE,other,Not fleeing,FALSE
+Carlos Manuel Dodero,4/28/2019,shot,gun,45,M,H,Austin,TX,TRUE,other,Not fleeing,TRUE
+Jeb Colin Brock,4/29/2019,shot,knife,42,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Alejandro Hernandez,4/29/2019,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Lawrence Bottoms,4/29/2019,shot,gun,29,M,W,Hancock County,MS,FALSE,attack,Foot,FALSE
+Shawna Widemann,4/29/2019,shot,hammer,49,F,A,Welch,WV,FALSE,other,Not fleeing,FALSE
+Isaiah Lewis,4/29/2019,shot and Tasered,unarmed,17,M,B,Edmond,OK,FALSE,attack,Foot,FALSE
+TK TK,4/30/2019,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+April Robertson,4/30/2019,shot,knife,45,F,W,Welcome,NC,FALSE,other,Not fleeing,FALSE
+TK TK,4/30/2019,shot,knife,,M,,Perris,CA,FALSE,other,Not fleeing,FALSE
+Reinaldo Gonzalez,5/1/2019,shot,knife,51,M,H,Miami,FL,FALSE,other,Not fleeing,FALSE
+Isaac Pineda,5/1/2019,shot,gun,37,M,H,Meadowlake,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,5/1/2019,shot,knife,,M,,Bruce,FL,FALSE,other,Not fleeing,FALSE
+Timothy Manuel,5/1/2019,shot,gun,28,M,W,Hiltons,VA,FALSE,attack,Foot,FALSE
+David Wayne West,5/2/2019,shot,unarmed,52,M,W,Glenwood,GA,FALSE,attack,Other,FALSE
+Robert Uhl Johnson,5/2/2019,shot,gun,76,M,,Parkville,MD,TRUE,attack,Not fleeing,TRUE
+Jorge Albert Merino,5/2/2019,shot,gun,37,M,H,Cedar Hill,TX,FALSE,other,Car,FALSE
+TK TK,5/4/2019,shot,vehicle,,M,,San Jose,CA,FALSE,attack,Car,TRUE
+Timothy Russell Majchrzak,5/4/2019,shot,gun,37,M,W,Hermantown,MN,FALSE,attack,Foot,FALSE
+Ethan Austin Murray,5/4/2019,shot,unarmed,25,M,W,Spokane,WA,TRUE,other,Foot,FALSE
+Saoun Pol,5/4/2019,shot,baseball bat,35,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jason Demarcus Larkin,5/4/2019,shot and Tasered,knife,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Herrera,5/5/2019,shot,knife,61,M,H,Angel Fire,NM,FALSE,other,Not fleeing,FALSE
+Pedro Colazo-villa,5/6/2019,shot,gun,33,M,H,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Cesar Tomix Sarmiento-Molina,5/7/2019,shot,gun,34,M,H,Milwaukee,WI,FALSE,other,Not fleeing,FALSE
+Aubrey Manning,5/7/2019,shot,gun,59,M,W,Lumberton,MS,FALSE,other,Not fleeing,FALSE
+Francisco Anthony Alcaraz,5/7/2019,shot,gun,32,M,H,Goleta,CA,FALSE,attack,Not fleeing,FALSE
+William R. Clark,5/9/2019,shot,vehicle,31,M,,Wytheville,VA,FALSE,attack,Car,FALSE
+Eddie Herrera,5/9/2019,shot,gun,49,M,H,Montebello,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Smith,5/9/2019,shot,knife,31,M,B,Seattle,WA,TRUE,attack,Not fleeing,TRUE
+Hector Lopez,5/9/2019,shot,gun,29,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Derrec Jamal Shaw,5/10/2019,shot,gun,25,M,B,Tulsa,OK,TRUE,attack,Foot,TRUE
+Sharell Brown,5/11/2019,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Fuller,5/11/2019,shot,gun,,M,B,Savannah,GA,FALSE,attack,Foot,FALSE
+Jeremy Potwin,5/11/2019,shot,gun,39,M,W,Tunbridge,VT,FALSE,attack,Not fleeing,FALSE
+Paul Mcvicker,5/11/2019,shot,gun,43,M,,Parks,AZ,FALSE,other,Car,FALSE
+Luis Quinones Rosa,5/11/2019,shot,gun,26,M,H,South Sioux City,NE,FALSE,attack,Not fleeing,FALSE
+Malik Ali Gresham,5/13/2019,shot,knife,36,M,B,Gardena,CA,FALSE,attack,Not fleeing,TRUE
+Pamela Shantay Turner,5/13/2019,shot,Taser,45,F,B,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+James Douglas Meadows,5/13/2019,shot,gun,45,M,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alex Steward Underdown,5/14/2019,shot,gun,54,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Ronny Rodriguez,5/15/2019,shot,knife,43,M,H,Tamarac,FL,FALSE,attack,,FALSE
+Ruben Houston,5/15/2019,shot,gun,,M,B,Appleton,WI,TRUE,attack,Not fleeing,TRUE
+Djuantez Anthony Mitchell,5/15/2019,shot,vehicle,30,M,B,Louisville,KY,FALSE,attack,Car,FALSE
+Michael Nieto,5/16/2019,shot,gun,,M,H,Palm Beach Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Elizabeth Harris,5/16/2019,shot,gun,58,F,W,New Boston,TX,TRUE,attack,Not fleeing,FALSE
+Luis Lomante,5/17/2019,shot,knife,39,M,H,Davie,FL,FALSE,other,Not fleeing,FALSE
+"Donald Davis, Jr.",5/17/2019,shot,gun,40,M,B,New Orleans,LA,FALSE,attack,,TRUE
+Daniel Warren,5/17/2019,shot,gun,36,M,B,Pasadena,CA,FALSE,attack,Not fleeing,TRUE
+Dion Grey Hat,5/18/2019,shot,undetermined,27,M,N,Tonalea,AZ,FALSE,undetermined,,FALSE
+Andrew Giovanni Meza,5/18/2019,shot,knife,20,M,H,Garden Grove,CA,TRUE,attack,Not fleeing,FALSE
+Robert Rabago,5/19/2019,shot,gun,17,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Esteban Martinez,5/19/2019,shot,unknown weapon,59,M,H,Huron,CA,FALSE,attack,Not fleeing,FALSE
+Lori Markham,5/19/2019,shot,gun,47,F,W,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+Ronnie Churches,5/19/2019,shot,gun,45,M,O,Miami Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Lawrence Lee Lovato,5/19/2019,shot,gun,46,M,,Trinidad,CO,FALSE,attack,Car,FALSE
+Michael Ann Godsey,5/20/2019,shot,gun,34,F,W,Blackwell,OK,FALSE,attack,Car,FALSE
+Carlos Javier Roman Santiago,5/20/2019,shot,knife,46,M,H,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Enosa Strickland,5/20/2019,shot,knife,26,M,B,Auburn,WA,FALSE,attack,Not fleeing,FALSE
+Juan Antonio Sillas,5/21/2019,shot,hammer,21,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Steven Case,5/21/2019,shot,gun,29,M,W,Auburn,ME,FALSE,attack,Not fleeing,FALSE
+Joseph M. Tedrick,5/22/2019,shot,gun,33,M,W,Ashland,WI,FALSE,other,Car,FALSE
+Christopher L. Brown,5/22/2019,shot,vehicle,32,M,,Montgomery Creek,KY,FALSE,attack,Car,FALSE
+David Marcus Reece,5/22/2019,shot,gun,47,M,W,Inman,SC,FALSE,attack,Not fleeing,FALSE
+Myles Frazier,5/22/2019,shot,gun,22,M,B,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/22/2019,shot,gun,,M,,Orange Park,FL,FALSE,attack,Not fleeing,FALSE
+Luke H. Patterson,5/23/2019,shot,unarmed,41,M,W,Montgomery,NY,FALSE,other,Not fleeing,FALSE
+Adam Michael McCoy,5/23/2019,shot,gun,28,M,W,Pearl River County,MS,TRUE,attack,Car,FALSE
+Fred Burton,5/23/2019,shot,gun,56,M,W,Wichita,KS,TRUE,attack,Not fleeing,FALSE
+Ryan Brett Thomas,5/24/2019,shot,gun,41,M,W,Indian River County,FL,FALSE,attack,Car,FALSE
+Carlvon Mayo,5/24/2019,shot,gun,35,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Hamid Ould-Rouis,5/24/2019,shot,unknown weapon,59,M,O,Fort Lauderdale,FL,FALSE,other,Other,FALSE
+Terrance Bridges,5/26/2019,shot,gun,30,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Billy Wade Webber,5/26/2019,shot,gun,48,M,,Odessa,TX,FALSE,attack,,FALSE
+Robert Sabater,5/27/2019,shot,gun,49,M,W,Wichita,KS,TRUE,attack,Foot,FALSE
+Nakia Smith,5/27/2019,shot,gun,41,M,B,Joliet,IL,FALSE,attack,Not fleeing,FALSE
+Curtis Stagger,5/28/2019,shot,gun,21,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Gerald Tremblay,5/29/2019,shot,gun,62,M,W,Wilmington,NC,TRUE,attack,Not fleeing,FALSE
+TK TK,5/30/2019,shot,gun,,F,,Ontario,CA,TRUE,other,Not fleeing,FALSE
+Crystal Danielle Ragland,5/30/2019,shot,gun,32,F,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Isaac Ray Ruiz,5/30/2019,shot,gun,22,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+Steve Huff,5/30/2019,shot,gun,58,M,W,Havre de Grace,MD,TRUE,other,Not fleeing,FALSE
+Kyle Needham,5/31/2019,shot,vehicle,32,M,W,Gorham,ME,FALSE,attack,Car,FALSE
+Jesse Sarey,5/31/2019,shot,unarmed,26,M,A,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Thomas Goodeyes Gay,6/1/2019,shot,unarmed,35,M,N,Bartlesville,OK,TRUE,undetermined,Not fleeing,FALSE
+Nikolai Landry,6/1/2019,shot,gun,27,M,W,Anderson,CA,FALSE,other,Not fleeing,FALSE
+Marcus Boles,6/1/2019,shot,knife,35,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Cody Wayne Seals,6/1/2019,shot,flashlight,38,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+Miles Hall,6/2/2019,shot,crowbar,23,M,B,Walnut Creek,CA,TRUE,attack,Not fleeing,TRUE
+David Hoal,6/3/2019,shot,gun,59,M,W,Collierville,TN,TRUE,attack,Not fleeing,FALSE
+Travis James Eckstein,6/3/2019,shot,gun,23,M,W,San Ysidro,CA,TRUE,attack,Car,FALSE
+Samuel Galberth,6/3/2019,shot,gun,43,M,B,Ardsley,NY,FALSE,attack,,FALSE
+Kevin Pudlik,6/3/2019,shot,unarmed,41,M,B,Detroit,MI,FALSE,other,Car,FALSE
+Martin Allen Goodier,6/4/2019,shot,knife,56,M,W,Davidsonville,MD,FALSE,other,Not fleeing,FALSE
+Erik Gebauer,6/4/2019,shot,gun,45,M,W,Indialantic,FL,FALSE,attack,Not fleeing,FALSE
+Fabian Rivera,6/5/2019,shot,gun,28,M,H,Bernalillo,NM,FALSE,other,Not fleeing,FALSE
+Jay Clem,6/5/2019,shot,gun,,M,W,Jonesboro,AR,TRUE,other,Not fleeing,FALSE
+Scott Hedgecock,6/5/2019,shot,knife,54,M,W,Trinity,NC,TRUE,attack,Not fleeing,FALSE
+Matthew Freeseha,6/5/2019,shot,gun,39,M,W,Escalon,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Twyman,6/6/2019,shot,unarmed,,M,B,Los Angeles,CA,FALSE,other,Car,FALSE
+Jose De Santiago Media,6/6/2019,shot,sharp object,41,M,H,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Edtwon Stamps,6/6/2019,shot,gun,27,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Harry Gipson,6/6/2019,shot,gun,70,M,W,Braxton,MS,TRUE,attack,,FALSE
+Jose Jesus Astorga,6/6/2019,shot,gun,,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Jose Salvador Meza,6/6/2019,shot,gun,35,M,H,San Gabriel,CA,FALSE,attack,Not fleeing,FALSE
+Rodnell Cotton,6/6/2019,shot,gun,26,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Zendall Noble,6/6/2019,shot,gun,58,M,W,Bonnyman,KY,FALSE,attack,Not fleeing,FALSE
+Jason Nash,6/7/2019,shot,gun,46,M,W,Bristol,TN,FALSE,other,Not fleeing,FALSE
+Bryan Bernard Wallace,6/8/2019,shot,gun,39,M,B,Clearwater,FL,FALSE,other,Not fleeing,FALSE
+Krystal Arvizu,6/8/2019,shot,ax,33,F,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+JaQuavion Slaton,6/9/2019,shot,gun,20,M,B,Fort Worth,TX,FALSE,other,Foot,FALSE
+David Wayne Downs,6/9/2019,shot,knife,38,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+William James Back,6/9/2019,shot,gun,41,M,W,Shirley,AR,FALSE,attack,Not fleeing,FALSE
+Ysidro Osornio-Velasquez,6/9/2019,shot,gun,32,M,H,Menifee,CA,FALSE,attack,Car,FALSE
+Terry Frost,6/10/2019,shot,vehicle,,M,W,Kingsport,TN,FALSE,attack,Not fleeing,FALSE
+"Vincense Williams, Jr.",6/10/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,other,Not fleeing,TRUE
+Brent Durbin-Daniel,6/10/2019,shot,gun,19,M,B,Lawton,OK,TRUE,other,Car,FALSE
+Jaquan Derrick Diijon Thompson,6/11/2019,shot,knife,27,M,B,Porteau,OK,FALSE,attack,Not fleeing,FALSE
+Eddie Humberto Segura,6/11/2019,shot,barstool,40,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Jimmy De Odell,6/11/2019,shot,unknown weapon,61,M,W,Hopkins County,TX,FALSE,other,Not fleeing,FALSE
+TK TK,6/11/2019,shot,toy weapon,56,M,,San Leandro,CA,TRUE,other,Not fleeing,FALSE
+Thomas Ray Berry,6/11/2019,shot,gun,52,M,,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Brandon Webber,6/12/2019,shot,vehicle,20,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Juan Manuel Moreno,6/12/2019,shot,unarmed,35,M,H,Farmers Branch,TX,FALSE,other,Car,FALSE
+Marquis Weems,6/13/2019,shot,vehicle,17,M,B,Rockville,MD,FALSE,attack,Car,FALSE
+Tramon Savage,6/13/2019,shot,vehicle,22,M,B,Jacksonville,AR,FALSE,attack,Car,FALSE
+TK TK,6/14/2019,shot,undetermined,,M,,Delano,CA,FALSE,undetermined,Foot,FALSE
+Michael Sheehan,6/15/2019,shot,gun,45,M,W,Belmont,NH,TRUE,other,Not fleeing,FALSE
+Mantry Norris,6/15/2019,shot,knife,20,M,B,Renton,WA,TRUE,attack,,FALSE
+Ty'Rese West,6/15/2019,shot,unknown weapon,18,M,B,Racine,WI,FALSE,other,Other,FALSE
+Jamarcus Dejun Moore,6/15/2019,shot,gun,28,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Alfredo Chino,6/15/2019,shot,knife,38,M,H,Toppenish,WA,FALSE,other,Not fleeing,FALSE
+TK TK,6/15/2019,shot,gun,,M,,Pearland,TX,FALSE,other,Not fleeing,FALSE
+Eric Jack Logan,6/16/2019,shot,knife,53,M,B,South Bend,IN,FALSE,attack,Not fleeing,FALSE
+Carlos Vale,6/16/2019,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Shawn Ray Wilson,6/16/2019,shot,gun,48,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Mark Anthony Galvan,6/17/2019,shot,vehicle,20,M,H,Brownsville,TX,FALSE,attack,Car,FALSE
+Francisco Tarin,6/17/2019,shot,gun,35,M,H,Las Cruces,NM,FALSE,attack,Car,FALSE
+Brian Isaack Clyde,6/17/2019,shot,gun,22,M,W,Dallas,TX,TRUE,attack,Foot,FALSE
+Josh Flores,6/18/2019,shot,knife,18,M,H,Centralia,WA,FALSE,other,Not fleeing,FALSE
+Michael Sheridan,6/18/2019,shot,gun,34,M,,Friendly Hills,CO,FALSE,attack,Not fleeing,FALSE
+DeWayne Watkins,6/18/2019,shot,toy weapon,74,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Juan Carlos Chapa,6/20/2019,shot,gun,33,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Eric Portillo,6/20/2019,shot,gun,38,M,,Tulsa,OK,FALSE,attack,Car,TRUE
+Dewayne Tackett,6/20/2019,shot,gun,38,M,W,Ashville,OH,FALSE,other,Car,FALSE
+Kevin Anthony Alaniz,6/22/2019,shot,gun,26,M,H,Big Sur,CA,FALSE,attack,,FALSE
+Scott William Robertson,6/22/2019,shot,gun,41,M,W,Phoenix,MD,FALSE,other,,TRUE
+Michael Spencer,6/23/2019,shot,knife,29,M,W,Springfield,OH,TRUE,attack,Foot,FALSE
+Jaymil Ellerbe,6/24/2019,shot,gun,19,M,B,Boston,MA,FALSE,attack,Car,TRUE
+Bradley Rundle,6/24/2019,shot,gun,61,M,B,Englewood,FL,FALSE,attack,Not fleeing,FALSE
+Peter Alexander Bohning,6/24/2019,shot,knife,34,M,W,Seminole,TX,FALSE,attack,Not fleeing,FALSE
+Tomas Hernandez,6/25/2019,shot,knife,35,M,H,San Antonio,TX,TRUE,other,Not fleeing,FALSE
+TK TK,6/25/2019,shot,knife,,M,,Miami,FL,FALSE,other,Not fleeing,FALSE
+Shawn D. Blowers,6/25/2019,shot,knife,43,M,W,Menasha,WI,FALSE,other,Not fleeing,FALSE
+Michael Norquest,6/26/2019,shot,sword,50,M,W,Timberville,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Collins III,6/26/2019,shot,sharp object,32,M,B,Sugarcreek,OH,FALSE,attack,Not fleeing,TRUE
+Marvin Green,6/27/2019,shot,gun,50,M,B,Springfield,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Ray Smith,6/27/2019,shot,undetermined,54,M,B,Orangeburg,SC,FALSE,undetermined,,FALSE
+Stephen D. Sloan,6/27/2019,shot,gun,35,M,W,Wolfe County,KY,FALSE,other,Not fleeing,FALSE
+Matthew Christian Smith,6/27/2019,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Paul David Rea,6/27/2019,shot,unarmed,18,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+William Aubrey Martin,6/27/2019,shot,vehicle,50,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Erik Sandoval,6/27/2019,shot,gun,41,M,H,Yucca Valley,CA,FALSE,attack,Not fleeing,FALSE
+Gene Pool,6/28/2019,shot,gun,37,M,B,Pueblo,CO,FALSE,other,Car,FALSE
+William Lamb,6/28/2019,shot,gun,76,M,W,Smyrna,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,6/28/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Car,FALSE
+Ryan Moody,6/28/2019,shot,gun,19,M,W,Pearl,MS,FALSE,attack,Not fleeing,FALSE
+Zackary Ryan Hoppe,6/28/2019,shot,gun,40,M,W,Bacliff,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,6/29/2019,shot,gun,61,M,W,Denton County,TX,FALSE,attack,,FALSE
+Jack Daniel West,6/29/2019,shot,gun,61,M,W,Lantana,TX,FALSE,attack,Not fleeing,TRUE
+Christopher Barela,7/1/2019,shot,gun,22,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+"Terry Allen ""Bubba"" Payne",7/1/2019,shot,gun,52,M,W,Pontotoc County,MS,FALSE,attack,Car,FALSE
+Aaron Hong,7/1/2019,shot,knife,23,M,A,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Ben Fields,7/1/2019,shot,knife,67,M,B,Port St. Lucie,FL,FALSE,other,Not fleeing,FALSE
+Chad Williams,7/2/2019,shot,ax,44,M,W,Bagley Township,MI,TRUE,attack,,FALSE
+Isak Abdirahman Aden,7/2/2019,shot,gun,23,M,O,Eagan,MN,FALSE,other,Foot,TRUE
+TK TK,7/2/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Robinson,7/2/2019,shot,gun,39,M,B,Elyria,OH,FALSE,attack,Car,FALSE
+Mark A. Naugle,7/3/2019,shot,hammer,53,M,W,Salem,IN,FALSE,other,Not fleeing,FALSE
+Stonechild Chiefstick,7/3/2019,shot,screwdriver,39,M,N,Poulsbo,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Pingel,7/3/2019,shot,knife,26,M,W,West Des Moines,IA,TRUE,other,Not fleeing,FALSE
+Christine Soto Venegas,7/3/2019,shot,toy weapon,38,F,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Li Xi Wang,7/3/2019,shot,unarmed,49,M,A,Chino,CA,FALSE,other,Not fleeing,TRUE
+Leonel Mendez,7/4/2019,shot,gun,34,M,H,Lakewood,CO,FALSE,attack,Foot,FALSE
+Olivio Sandoval Diaz,7/4/2019,shot and Tasered,piece of wood,47,M,H,Roswell,GA,FALSE,attack,Not fleeing,FALSE
+Jose Martinez,7/5/2019,shot,scissors,34,M,H,West Jordan,UT,FALSE,other,Foot,FALSE
+James C. Pinkston,7/5/2019,shot,gun,58,M,W,Mountain Grove,MO,FALSE,attack,Not fleeing,FALSE
+Hannah Williams,7/5/2019,shot,toy weapon,17,F,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Joshua Ortiz,7/5/2019,shot,unarmed,21,M,W,Oak View,CA,FALSE,attack,Not fleeing,FALSE
+Angel Ramos Otero,7/5/2019,shot,knife,37,M,H,Ruskin,FL,FALSE,other,Not fleeing,FALSE
+Kareem Omar Morgan,7/6/2019,shot,gun,43,M,B,Rosedale,MD,FALSE,attack,Other,FALSE
+Thomas Graham,7/7/2019,shot,knife,61,M,W,Jacksonville,AR,TRUE,attack,Not fleeing,FALSE
+Tymar Crawford,7/7/2019,shot,gun,28,M,B,Pensacola,FL,FALSE,attack,Car,FALSE
+Johnny W. Dellinger,7/7/2019,shot,gun,41,M,W,Timberville,VA,FALSE,other,Not fleeing,FALSE
+Johnny M. Vigil,7/7/2019,shot,gun,43,M,,Tularosa,NM,FALSE,attack,Not fleeing,FALSE
+Shawn Toney,7/8/2019,shot,gun,23,M,W,Brooklyn,OH,TRUE,attack,Not fleeing,FALSE
+Anthony James Gonzales,7/9/2019,shot,undetermined,36,M,H,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Sean Rambert,7/9/2019,shot,gun,23,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Grayson Schuessler,7/9/2019,shot,gun,26,M,W,Citrus Heights,CA,FALSE,attack,,FALSE
+Jason Harris,7/9/2019,shot and Tasered,knife,36,M,,Rancho Mirage,CA,FALSE,attack,Not fleeing,TRUE
+Darrell Allen,7/10/2019,shot,knife,32,M,B,Adelanto,CA,FALSE,attack,Foot,FALSE
+Dennis Edwards,7/10/2019,shot,gun,62,M,W,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Frankie Feliciano,7/11/2019,shot,knife,33,M,H,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Logan O. Johnsrud,7/11/2019,shot,knife,32,M,W,Arpin,WI,TRUE,attack,Not fleeing,FALSE
+Willem Van Spronsen,7/13/2019,shot,gun,69,M,W,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+Derek Antonio-Sanchez,7/13/2019,shot,unarmed,35,M,H,Kirkland,WA,FALSE,attack,Not fleeing,FALSE
+Brian H. Benfield,7/13/2019,shot,gun,46,M,W,Coleman,FL,FALSE,attack,Not fleeing,FALSE
+Jamahl Smith,7/13/2019,shot,knife,46,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Blige Sean Christopher Cypress,7/14/2019,shot,gun,22,M,B,Hollywood,FL,FALSE,attack,Car,FALSE
+Onaje Dickinson,7/14/2019,shot,gun,20,M,B,Penn Hills,PA,FALSE,attack,Foot,FALSE
+Dijon D. Watkins,7/14/2019,shot,gun,30,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Ashanti Pinkney,7/15/2019,shot,gun,49,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Anthony Brand,7/15/2019,shot,toy weapon,43,M,W,Salt Lake City,UT,TRUE,other,Not fleeing,TRUE
+Jose Javier Gonzalez,7/16/2019,shot,knife,52,M,H,Chino Hills,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Fischer,7/16/2019,shot,gun,62,M,,Memphis,IN,TRUE,attack,Not fleeing,FALSE
+Daryl Johannesson,7/16/2019,shot,gun,56,M,W,Porterdale,GA,FALSE,attack,Not fleeing,FALSE
+Brandon Ray Stansel,7/16/2019,shot,gun,36,M,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Kelly Danielle Brumley,7/16/2019,shot,gun,40,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Stephen Murray,7/17/2019,shot,toy weapon,52,M,B,Modesto,CA,FALSE,attack,Not fleeing,TRUE
+Mark Anson Schoggins,7/17/2019,shot,gun,35,M,W,McAlester,OK,FALSE,attack,Car,FALSE
+Roderick Wilson,7/17/2019,shot,gun,35,M,B,Birmingham,AL,FALSE,attack,Foot,FALSE
+Tony Orland Mills,7/18/2019,shot,gun,73,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Samuel Fullerton,7/18/2019,shot,gun,39,M,,Stone County,AR,FALSE,attack,,FALSE
+Patrick Martinez,7/18/2019,shot,knife,53,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Leo Brooks,7/18/2019,shot,gun,23,M,B,Metairie,LA,FALSE,other,Not fleeing,FALSE
+Makeyvion Devonte Cannon,7/18/2019,shot,gun,19,M,B,Fort Worth,TX,FALSE,attack,Not fleeing,TRUE
+Witney Rivera,7/19/2019,shot,garden tool,41,M,H,Pemberton,NJ,FALSE,other,,FALSE
+Jeffrey Bodie,7/19/2019,shot,gun,39,M,W,League City,TX,TRUE,attack,Not fleeing,FALSE
+Elisha Lucero,7/21/2019,shot,knife,28,F,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Hashim Jibiri Wilson,7/21/2019,shot,gun,28,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Shawan F. Allen,7/22/2019,shot,gun,,M,B,Wesson,MS,FALSE,attack,,FALSE
+John David Brown,7/22/2019,shot,gun,53,M,W,Ranburne,AL,TRUE,attack,Not fleeing,FALSE
+James Manzo,7/23/2019,shot,scissors,27,M,W,Asbury Park,NJ,TRUE,other,Not fleeing,FALSE
+Omari Thompson,7/23/2019,shot,gun,31,M,B,Ross Township,PA,FALSE,attack,Not fleeing,FALSE
+Joshua Vigil,7/23/2019,shot,gun,38,M,H,Colorado Springs,CO,FALSE,other,Car,FALSE
+Josef Delon Richardson,7/25/2019,shot,unarmed,38,M,B,Port Allen,LA,FALSE,undetermined,,FALSE
+Alphonso Zaporta,7/26/2019,shot,gun,41,M,H,Hartford,CT,FALSE,attack,Car,TRUE
+Todd Messner,7/26/2019,shot,gun,49,M,W,Three Springs,PA,FALSE,attack,Not fleeing,FALSE
+Donald Williams Allamong,7/26/2019,shot,gun,56,M,W,Sun City,SC,TRUE,other,Not fleeing,FALSE
+TK TK,7/27/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Adalberto Wolmar Rodriguez,7/28/2019,shot,gun,62,M,H,Boyton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Larry Pettiford,7/28/2019,shot,gun,69,M,,Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/29/2019,shot,gun,,M,,Houston,TX,FALSE,other,Car,FALSE
+Lane Christopher Martin,7/30/2019,shot,ax,31,M,W,Portland,OR,FALSE,attack,,FALSE
+Donald Lee Joseph,7/31/2019,shot,unknown weapon,37,M,W,Roy,UT,FALSE,other,,FALSE
+Jose Baca-Olivares,7/31/2019,shot,gun,,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Troy Petersen,7/31/2019,shot,gun,28,M,W,Council Bluffs,IA,FALSE,attack,Car,FALSE
+Robert Schneider,7/31/2019,shot,gun,46,M,,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Jerry Reeves,7/31/2019,shot,gun,42,M,,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Mauris Nishanga DeSilva,7/31/2019,shot and Tasered,knife,46,M,A,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamaal Simpson,8/1/2019,shot,gun,21,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Andre Leach,8/1/2019,shot,gun,27,M,,Allentown,PA,FALSE,attack,Not fleeing,FALSE
+Margarita Victoria Brooks,8/1/2019,shot,unarmed,30,F,W,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Eric Toon,8/1/2019,shot,gun,36,M,W,Charleston,WV,FALSE,attack,Other,FALSE
+David Willoughby,8/1/2019,shot,vehicle,54,M,,Jackson County,KY,FALSE,attack,Car,FALSE
+Lenny Blaine Griffin,8/1/2019,shot,knife,48,M,W,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Delano Williams,8/2/2019,shot,gun,55,M,,Charlottte,NC,TRUE,attack,Not fleeing,FALSE
+Mario Benjamin,8/2/2019,shot,gun,34,M,B,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Deshon Downing,8/2/2019,shot,gun,45,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+De'Von Bailey,8/3/2019,shot,gun,19,M,B,Colorado Springs,CO,FALSE,other,Foot,TRUE
+Oscar Ventura-Gonzalez,8/3/2019,shot,gun,32,M,H,Revere,MA,FALSE,attack,Car,FALSE
+John Clark,8/3/2019,shot,gun,35,M,,Safety Harbor,FL,FALSE,attack,Car,FALSE
+Cortney Ronald Staley,8/3/2019,shot,gun,32,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+Aigon Andrew Wallace,8/3/2019,shot,knife,25,M,,Loganville,GA,FALSE,attack,Foot,FALSE
+Connor Betts,8/4/2019,shot,gun,24,M,W,Dayton,OH,TRUE,attack,Not fleeing,FALSE
+Robert Clay Wilsford,8/4/2019,shot,gun,65,M,W,Hanceville,AL,TRUE,attack,Not fleeing,FALSE
+Riche Antonio Santiago,8/5/2019,shot,gun,29,M,H,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+James Lee Kirkwood,8/5/2019,shot,knife,49,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Marvin Alexis Urbina,8/5/2019,shot,vehicle,19,M,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Derrick Davidson,8/5/2019,shot,gun,56,M,W,Lowell,AR,TRUE,undetermined,Not fleeing,FALSE
+Kaizen Crossen,8/5/2019,shot,gun,39,M,B,Irvington,NJ,FALSE,attack,Not fleeing,FALSE
+William Biggs,8/5/2019,shot,gun,43,M,W,Pocahontas County,WV,FALSE,attack,Car,FALSE
+Allan George,8/5/2019,shot,gun,57,M,W,Rifle,CO,TRUE,other,Foot,FALSE
+Donald Babbit,8/6/2019,shot,gun,49,M,W,Shaler Township,PA,FALSE,attack,Not fleeing,FALSE
+Detravian Allison,8/7/2019,shot,gun,18,M,B,Longview,TX,FALSE,attack,Not fleeing,FALSE
+Toussaint Diamon Sims,8/8/2019,shot,gun,27,M,B,Moss Point,MS,FALSE,attack,Foot,TRUE
+Kevin Jenkins,8/8/2019,shot,gun,52,M,,Leitchfield,KY,TRUE,attack,Not fleeing,FALSE
+TK TK,8/9/2019,shot,knife,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Jason Xavier Salas,8/9/2019,shot,machete,52,M,H,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Jose Mendez,8/9/2019,shot,gun and vehicle,37,M,H,Kansas City,MO,FALSE,attack,Foot,FALSE
+Mark Johnson,8/9/2019,shot,toy weapon,62,M,,Montpelier,VT,TRUE,attack,Not fleeing,FALSE
+Manuel Charles Carter,8/10/2019,shot,knife,57,M,,Bradley County,TN,FALSE,attack,Not fleeing,FALSE
+Freddrick Andrews Hadden,8/10/2019,shot,gun,45,M,W,Augusta,GA,FALSE,attack,Car,FALSE
+John Michael George,8/11/2019,shot,gun,46,M,,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Aaron Luther,8/12/2019,shot,gun,49,M,W,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Scott Souders,8/12/2019,shot,gun,38,M,W,Chetopa,KS,FALSE,attack,Not fleeing,FALSE
+David Ingle,8/13/2019,shot,unarmed,31,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Jerry Orlando Weaver,8/13/2019,shot,gun,51,M,B,Clinton,TN,TRUE,attack,Not fleeing,FALSE
+Anthony Wayne French,8/13/2019,shot,gun,,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Roy Pearson,8/13/2019,shot,gun,51,M,B,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Cole Steele Jessup,8/13/2019,shot,vehicle,20,M,W,Ramseur,NC,FALSE,attack,Car,FALSE
+Thomas Michael Reynolds,8/14/2019,shot,gun,37,M,,Belton,SC,FALSE,other,Not fleeing,FALSE
+William Lloyd Jones,8/14/2019,shot,gun,49,M,,Formosa,AR,FALSE,attack,Not fleeing,FALSE
+Jamie Fernandez,8/15/2019,shot,gun,31,F,,Denver,CO,FALSE,attack,Foot,FALSE
+Jovany Mercado-Bedolla,8/16/2019,shot,knife,26,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+TK TK,8/16/2019,shot,gun,,M,,Spokane Valley,WA,FALSE,attack,Car,FALSE
+Rashad Cunningham,8/17/2019,shot,gun,25,M,B,Gary,IN,FALSE,undetermined,Not fleeing,FALSE
+Uzzle Jerome,8/17/2019,shot,gun,,M,B,Newport News,VA,FALSE,attack,Car,FALSE
+Mike Parsley,8/17/2019,shot,gun,62,M,W,Springville,IN,FALSE,attack,Not fleeing,FALSE
+Schaston Theodore Lamarr Hodge,8/17/2019,shot,gun,27,M,B,Dallas,TX,FALSE,attack,Car,TRUE
+Roberto Rene Gabriel,8/18/2019,shot,gun,33,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jared R. Nelson,8/18/2019,shot,sharp object,38,M,,Caledonia,WI,FALSE,attack,Not fleeing,FALSE
+Michael Lopez,8/19/2019,shot,gun,69,M,,Las Vegas,NV,FALSE,attack,Car,FALSE
+Carlos Torres,8/19/2019,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+TK TK,8/19/2019,shot,vehicle,,M,,Fullerton,CA,FALSE,attack,Car,TRUE
+Amari Malone,8/21/2019,shot,gun,18,M,B,Fort Worth,TX,FALSE,attack,Foot,TRUE
+James Crowe,8/21/2019,shot,unknown weapon,27,M,W,Nicholasville,KY,FALSE,undetermined,Not fleeing,FALSE
+TK TK,8/21/2019,shot,undetermined,50,M,H,Stanton,CA,FALSE,undetermined,,FALSE
+TK TK,8/21/2019,shot,gun,54,M,,North Aurora,IL,TRUE,attack,Not fleeing,FALSE
+Roger Schafer,8/22/2019,shot,toy weapon,57,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/22/2019,shot,undetermined,,M,,Westminster,CA,FALSE,other,Car,FALSE
+Michael Tuck,8/22/2019,shot,Taser,29,M,B,Dayton,OH,FALSE,attack,Foot,FALSE
+Riley Eugene Peay,8/22/2019,shot,unarmed,39,M,W,Glennville,GA,FALSE,attack,Not fleeing,FALSE
+Roberto Mata,8/22/2019,shot,gun,46,M,,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Chad Michael Breinholt,8/23/2019,shot,unarmed,31,M,W,West Valley City,UT,FALSE,other,Not fleeing,TRUE
+Larry Leonard Lowry,8/23/2019,shot,knife,34,M,W,Cottage Grove,OR,FALSE,other,Not fleeing,FALSE
+Dennis Carolino,8/24/2019,shot,shovel,52,M,H,El Cerrito,CA,TRUE,attack,Not fleeing,TRUE
+Channara Tom Pheap,8/26/2019,shot,unarmed,33,M,B,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,8/26/2019,shot,gun,,M,,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Raymond Lewis Williams,8/27/2019,shot,gun,37,M,B,Helena,AR,FALSE,attack,,FALSE
+Bobby Ray Moore,8/27/2019,shot,gun,67,M,,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Keith Carter,8/27/2019,shot,gun,52,M,B,Baton Rouge,LA,TRUE,attack,Car,FALSE
+Wallace Wilder,8/28/2019,shot,knife,62,M,B,Gordo,AL,TRUE,other,,FALSE
+Tyrone Domingo Banks,8/28/2019,shot,gun and car,30,M,B,Baltimore,MD,FALSE,attack,Car,FALSE
+Jeremy Connolly,8/28/2019,shot,knife,28,M,W,Salina,KS,FALSE,other,Not fleeing,FALSE
+Randall Gamboa,8/29/2019,shot,gun,16,M,,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,Jamaica,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Rene Enrique Ruiz,8/30/2019,shot,gun and vehicle,51,M,H,Tolleson,AZ,FALSE,attack,Other,FALSE
+Ricardo Hylton,8/30/2019,shot,gun,35,M,,Wilmington,DE,FALSE,attack,Not fleeing,FALSE
+Terry Tillman,8/31/2019,shot,gun,23,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+TK TK,8/31/2019,shot,gun,,M,,Wake County,NC,FALSE,attack,Foot,FALSE
+Kobe Heisler,8/31/2019,shot,hammer,23,M,,Brooklyn Center,MN,FALSE,other,Not fleeing,TRUE
+Shawn Fondren,8/31/2019,shot,vehicle,47,M,,Florence,MS,FALSE,other,Car,FALSE
+Seth Aaron Ator,8/31/2019,shot,gun,36,M,W,Odessa,TX,TRUE,attack,Car,FALSE
+Juan Carlos Macias,8/31/2019,shot,gun,37,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Robert Desjarlais,9/1/2019,shot,vehicle,49,M,W,Sand Springs,OK,FALSE,attack,Car,TRUE
+Sidney J. Holst,9/1/2019,shot,gun,49,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+TK TK,9/2/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Steven Cole Gill,9/2/2019,shot,grenade,35,M,W,Missoula,MT,TRUE,attack,Not fleeing,FALSE
+Tommy Luke Hranicky,9/2/2019,shot,knife,17,M,W,Kerrville,TX,FALSE,other,Not fleeing,FALSE
+Robert Anderson,9/2/2019,shot,undetermined,43,M,,Silver Springs,NV,FALSE,attack,Not fleeing,FALSE
+Attillio Gilmartin,9/3/2019,shot,gun,30,M,W,Bluff City,TN,FALSE,attack,Car,FALSE
+Eduard Alexis Lopez-Ucles,9/3/2019,shot,vehicle,34,M,H,Kaukauna,WI,FALSE,other,Car,FALSE
+Terry Pierce,9/3/2019,shot,vehicle,46,M,W,Van Wert,OH,TRUE,other,Car,FALSE
+Fares J. Al-Samno,9/4/2019,shot,knife,29,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Kenneth Lawson,9/4/2019,shot,knife,62,M,,Victorville,CA,TRUE,other,Not fleeing,FALSE
+Michael E. Robbins,9/4/2019,shot,gun,53,M,,Rigby,ID,FALSE,attack,Not fleeing,FALSE
+Cortez Shepherd,9/5/2019,shot,gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Sam Burt,9/5/2019,shot,gun,65,M,,LaGrange,GA,FALSE,attack,Not fleeing,FALSE
+John Carras,9/5/2019,shot,unarmed,43,M,W,East Hartford,CT,FALSE,attack,Not fleeing,FALSE
+Vondarrow Dewayne Fisher,9/6/2019,shot,gun,42,M,B,Glendora,CA,FALSE,other,Foot,FALSE
+Brian Quinones,9/7/2019,shot,knife,30,M,H,Richfield,MN,TRUE,other,Car,FALSE
+TK TK,9/7/2019,shot,knife,,M,,Nacogdoches,TX,FALSE,other,Not fleeing,FALSE
+Christopher Johnson,9/8/2019,shot,gun,51,M,,Longview,WA,TRUE,attack,Not fleeing,FALSE
+Bennie Branch,9/8/2019,shot,toy weapon,24,M,B,Tacoma,WA,FALSE,undetermined,Foot,FALSE
+Quentin Broadus,9/9/2019,shot,gun,27,M,B,Oklahoma City,OK,FALSE,attack,Other,TRUE
+Kristopher Fitzpatrick,9/9/2019,shot,gun,41,M,W,Aberdeen,WA,FALSE,attack,Foot,FALSE
+Hector Miranda,9/9/2019,shot,gun and knife,47,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Bobby Ray Duckworth,9/10/2019,shot,knife,26,M,B,Wellington,UT,TRUE,other,Not fleeing,TRUE
+Caleb Daniel Peterson,9/11/2019,shot,gun,20,M,W,Burlington,IA,FALSE,attack,Foot,FALSE
+Tasjon Tyreek Osbourne,9/11/2019,shot,gun,18,M,B,Columbus,OH,FALSE,other,Car,FALSE
+TK TK,9/12/2019,shot,gun,,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Allen Cates,9/12/2019,shot,undetermined,29,M,W,Independence,MO,FALSE,attack,,FALSE
+Alvaro Duran Venegas,9/12/2019,shot,piece of wood,35,M,H,Santa Clarita,CA,FALSE,attack,Not fleeing,FALSE
+Robert E. Domine,9/13/2019,shot,gun,77,M,W,Loyal,WI,FALSE,attack,Not fleeing,FALSE
+TK TK,9/13/2019,shot,gun,25,M,,Bracketville,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas Walker,9/14/2019,shot,toy weapon,31,M,B,Arlington,TX,TRUE,attack,Not fleeing,TRUE
+Melvin Watkins,9/14/2019,shot,unarmed,54,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,FALSE
+Jose Orona,9/14/2019,shot,gun,33,M,H,Plainview,TX,TRUE,attack,Not fleeing,FALSE
+James Hilton Glaze,9/14/2019,shot,gun,76,M,W,Ooltewah,TN,TRUE,attack,Not fleeing,FALSE
+Brian Dryer,9/15/2019,shot,knife,28,M,W,Oklahoma City,OK,TRUE,attack,Not fleeing,TRUE
+Ronald Davis,9/15/2019,shot,knife,31,M,B,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+TK TK,9/15/2019,shot,gun,,M,,Katy,TX,FALSE,attack,Foot,FALSE
+Eric Carter,9/16/2019,shot,gun,53,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Jeffrey Michael Gibble,9/16/2019,shot,gun,33,M,W,Elizabethon,TN,FALSE,attack,Foot,FALSE
+Kristopher Adams,9/16/2019,shot,gun,37,M,W,Sanger,TX,FALSE,attack,Foot,FALSE
+TK TK,9/16/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Foot,FALSE
+Gay Ellen Plack,9/17/2019,shot,hatchet,57,F,W,Richmond,VA,TRUE,attack,Not fleeing,TRUE
+TK TK,9/17/2019,shot,vehicle,,M,,Milton,FL,FALSE,attack,Car,FALSE
+Brian Rodden,9/17/2019,shot,samurai sword,36,M,W,Oceanside,NY,TRUE,attack,Not fleeing,FALSE
+Gregory Edwards,9/17/2019,shot and Tasered,gun,39,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Scott Gabriel Spangler,9/18/2019,shot,gun,43,M,W,Salem,OR,FALSE,attack,Not fleeing,FALSE
+Gabriel Rouse,9/18/2019,shot,gun,44,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Willie Hudson,9/18/2019,shot,gun,33,M,B,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Shawn Stevens,9/18/2019,shot and Tasered,knife,49,M,B,Wilkinsburg,PA,FALSE,attack,Not fleeing,FALSE
+Jordan Michael Griffin,9/19/2019,shot,pellet gun,18,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+John Emory Sawyer,9/19/2019,shot,unknown weapon,74,M,,Soddy Daisy,TN,TRUE,other,Not fleeing,FALSE
+Adam Paul English,9/20/2019,shot,gun,21,M,W,Gainesville,GA,TRUE,attack,Not fleeing,TRUE
+Scott Johnson,9/20/2019,shot,gun,57,M,W,Lakewood,CO,FALSE,attack,Not fleeing,FALSE
+Jeffrey Peterson,9/21/2019,shot,gun,29,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Anderson Antelope,9/21/2019,shot,knife,58,M,N,Riverton,WY,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2019,shot,gun,74,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Raymond Hernandez,9/23/2019,shot,gun,63,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jeffery Tyler Aycock,9/23/2019,shot,gun,28,M,W,Floyd County,GA,FALSE,attack,Foot,FALSE
+Charles Nation,9/23/2019,shot,unknown weapon,31,M,,Lowell,AR,FALSE,other,Not fleeing,FALSE
+Jarod Lee Smith,9/24/2019,shot,gun,41,M,,Huntington,WV,FALSE,attack,Not fleeing,FALSE
+Haywood Cannon,9/24/2019,shot,gun,67,M,W,Richlands,NC,FALSE,attack,Car,FALSE
+Ronald Michael McCrary,9/24/2019,shot,knife,63,M,,Sanford,NC,FALSE,other,,FALSE
+Daryl Strickland,9/25/2019,shot,gun,64,M,W,Hartsville,SC,FALSE,attack,Not fleeing,FALSE
+Kevin Dudenhefer,9/25/2019,shot and Tasered,gun,32,M,W,Lacombe,LA,TRUE,attack,Not fleeing,FALSE
+Leonard Shand,9/26/2019,shot,knife,49,M,B,Hyattsville,MD,FALSE,attack,Not fleeing,FALSE
+Chad Willis Huggins,9/26/2019,shot,gun,28,M,W,Lexington County,SC,FALSE,attack,Other,FALSE
+TK TK,9/26/2019,shot,vehicle,,M,,La Habra,CA,FALSE,attack,Car,FALSE
+TK TK,9/26/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Jamaal Ramone Taylor,9/28/2019,shot,knife,31,M,B,Baltimore,MD,FALSE,attack,Foot,FALSE
+TK TK,9/28/2019,shot,gun,,M,,Boston,MA,FALSE,attack,Foot,FALSE
+David Page,9/29/2019,shot,toy weapon,20,M,W,Monument,CO,TRUE,attack,Not fleeing,FALSE
+Richard Cabrera,9/29/2019,shot,gun,38,M,,Miami,FL,FALSE,attack,,FALSE
+Antonio Williams,9/29/2019,shot,gun,27,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Angela Louise Perkins,9/29/2019,shot,vehicle,38,F,W,Cotter,MO,FALSE,attack,Car,FALSE
+Dewayne Morgan,9/29/2019,shot and Tasered,unarmed,37,M,W,Longview,TX,FALSE,attack,Foot,FALSE
+Anthony Watkins,9/30/2019,shot,gun and car,36,M,W,Yucca Valley,CA,FALSE,attack,Car,FALSE
+Raphael Michael Torres,9/30/2019,shot and Tasered,knife,35,M,H,Gainesville,GA,FALSE,other,Foot,FALSE
+Jack Thomas Naylor,10/1/2019,shot,gun,50,M,W,Drennen,WV,FALSE,attack,Not fleeing,FALSE
+Roy Tucker,10/1/2019,shot,gun,75,M,W,Elkton,KY,FALSE,attack,Not fleeing,FALSE
+Joseph Jesk,10/1/2019,shot,BB gun and vehicle,32,M,W,Bridgeview,IL,FALSE,attack,Foot,FALSE
+Christopher G. Louras,10/1/2019,shot,gun,34,M,W,Rutland,VT,FALSE,attack,Car,FALSE
+Ronald Audette,10/3/2019,shot,gun,61,M,,Grovetown,GA,TRUE,attack,Not fleeing,FALSE
+Michael John,10/3/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Bruce William Clark,10/4/2019,shot,wasp spray,37,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Massey,10/5/2019,shot,air pistol,33,M,W,Carrollton,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,10/6/2019,shot,Airsoft pistol,55,M,,Herald,CA,FALSE,other,Not fleeing,FALSE
+Bradley Arning,10/6/2019,shot,gun,42,M,,Maryland Heights,MO,FALSE,attack,Not fleeing,FALSE
+Antonio Vasquez,10/6/2019,shot,knife,37,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Maurice Holley,10/6/2019,shot,gun,55,M,B,Sacramento,CA,FALSE,other,Not fleeing,TRUE
+Joshua Chase Conner,10/7/2019,shot,knife,31,M,W,Kountze,TX,FALSE,other,Not fleeing,FALSE
+Bobby Lee Vaughn,10/7/2019,shot,gun,54,M,W,Tahlequah,OK,TRUE,attack,Not fleeing,TRUE
+Crederick Joseph,10/8/2019,shot,baton,37,M,B,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Cimino,10/8/2019,shot,vehicle,48,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Zachary Aldrige Hall,10/8/2019,shot,vehicle,28,M,W,Layton,UT,FALSE,attack,Car,FALSE
+Leo Craig,10/9/2019,shot,gun,31,M,B,Oklahoma City,OK,FALSE,attack,,TRUE
+Michael Uccello,10/10/2019,shot,vehicle,48,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Norbert Beyet,10/10/2019,shot,gun,58,M,W,Farmington,NM,FALSE,attack,Not fleeing,TRUE
+David Doyle,10/11/2019,shot,gun,56,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Matthew Abrams,10/11/2019,shot,gun,40,M,,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+Sayven Lane Rowland,10/11/2019,shot,gun,19,M,W,Pittsburg,OK,FALSE,attack,Other,FALSE
+Atatiana Jefferson,10/12/2019,shot,unarmed,28,F,B,Fort Worth,TX,FALSE,other,Not fleeing,TRUE
+Matthew Graham,10/12/2019,shot,gun,32,M,,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Sawandi Asad Toussaint,10/12/2019,shot,gun,21,M,B,El Monte,CA,FALSE,attack,Foot,FALSE
+Fernando Mora,10/12/2019,shot,machete,57,M,H,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Levy Isacc Madueno Santibanez,10/13/2019,shot,gun,17,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Emilio Mojica,10/13/2019,shot,baseball bat,22,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Jose Eduardo Flores,10/13/2019,shot,gun,26,M,H,Buckeye,AZ,FALSE,attack,,FALSE
+TK TK,10/14/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Whitfield,10/14/2019,shot,unarmed,31,M,B,Ethel,LA,TRUE,undetermined,Foot,FALSE
+Victor Jarvis,10/14/2019,shot,gun,61,M,B,High Point,NC,FALSE,attack,Not fleeing,FALSE
+Bonny Thomas,10/14/2019,shot,knife,54,F,W,Athens,GA,FALSE,attack,Not fleeing,TRUE
+Dennis Patrick,10/15/2019,shot,gun,28,M,W,Jamestown,NC,TRUE,attack,Not fleeing,FALSE
+Cameron Ely,10/15/2019,shot,unarmed,30,M,W,Hope Ranch,CA,FALSE,other,Not fleeing,FALSE
+Nasheem Prioleau,10/15/2019,shot,gun,30,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+David James Bamber,10/15/2019,shot,gun,28,M,W,Wendell,ID,FALSE,other,Car,FALSE
+Akinyia Malik Jerome Gray,10/15/2019,shot,gun,26,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Chase Andrew Austin,10/16/2019,shot,gun,28,M,W,Roanoke,VA,FALSE,attack,Other,FALSE
+Lazzeri James Frazier,10/16/2019,shot,gun,21,M,B,Sherman Oaks,CA,FALSE,other,Not fleeing,FALSE
+Allan Feliz,10/17/2019,shot,vehicle,31,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Marcus Hartsfield,10/17/2019,shot,straight edge razor,27,M,W,Oakridge,OR,FALSE,other,Not fleeing,FALSE
+Christopher DeQuan Crosby,10/17/2019,shot,gun,34,M,B,Warren,AR,FALSE,attack,Car,FALSE
+Cameron Bennett,10/17/2019,shot,gun and vehicle,22,M,B,Fayette,MS,FALSE,attack,Car,FALSE
+David Sanders,10/18/2019,shot,vehicle,46,M,,St. Joseph County,MI,FALSE,attack,Not fleeing,FALSE
+Malachi Crane,10/18/2019,shot,gun,29,M,W,Idaho Falls,ID,TRUE,attack,Not fleeing,FALSE
+Charles Tsakiris,10/18/2019,shot,knife,38,M,W,Farmingdale,NJ,FALSE,attack,Not fleeing,FALSE
+McLemore Ronald,10/19/2019,shot,baseball bat and knife,51,M,W,Leesburg,FL,TRUE,other,Not fleeing,FALSE
+Ricky Leonard Harris,10/19/2019,shot,gun,61,M,,Easley,SC,FALSE,attack,Not fleeing,FALSE
+Terry Countryman,10/19/2019,shot,gun and vehicle,34,M,W,Palestine,TX,FALSE,attack,Other,FALSE
+Steven Day,10/20/2019,shot,gun,30,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Amber Lea Dewitt,10/20/2019,shot,toy weapon,33,F,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Joseph Bernhard-Williams Kisar,10/21/2019,shot,gun,21,M,W,Trotwood,OH,FALSE,attack,Car,FALSE
+Jason Livegood,10/21/2019,shot,gun,39,M,W,Hillsboro,OR,FALSE,attack,Not fleeing,FALSE
+Claudia Nadia Rodriguez,10/21/2019,shot,gun,37,F,H,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Adam Martinez,10/21/2019,shot and Tasered,gun,36,M,,Denver,CO,FALSE,attack,Car,FALSE
+Dominador Araquel Rabot,10/22/2019,shot,sharp object,55,M,,Carson,CA,FALSE,other,Not fleeing,FALSE
+Jordan Wade Waldrop,10/23/2019,shot,gun,34,M,W,Sweetwater,TX,FALSE,attack,Not fleeing,FALSE
+Matthew Wayne Sutton,10/23/2019,shot,vehicle,47,M,W,El Paso,TX,FALSE,attack,Car,FALSE
+David W. Shafer,10/23/2019,shot,gun,61,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Victor Hernandez,10/23/2019,shot,gun,29,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Vincent Michael Smith,10/23/2019,shot,gun,29,M,W,Huntington,IN,TRUE,attack,Foot,FALSE
+Delfon Kinney,10/23/2019,shot,gun,44,M,B,Long Beach,CA,FALSE,attack,Not fleeing,TRUE
+Michael Babcock,10/24/2019,shot,gun,53,M,W,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Anthony Viadeo,10/25/2019,shot,toy weapon,31,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Shannon Gail Rupert,10/25/2019,shot,scissors,45,F,W,Bossier City,LA,FALSE,other,Not fleeing,FALSE
+Anthony John Michael Zapier,10/25/2019,shot,vehicle,19,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Clayton Andrews,10/25/2019,shot,gun,40,M,W,Kansas,OK,FALSE,attack,Not fleeing,FALSE
+Kwesi Ashun,10/25/2019,shot,chair,33,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,10/25/2019,shot,gun,,M,,Albuquerque,NM,FALSE,other,Car,FALSE
+Matthew James Fleming,10/25/2019,shot,unknown weapon,,M,,Dalton,GA,FALSE,other,Not fleeing,FALSE
+Nan Zhao,10/26/2019,shot,gun,45,M,A,Athens,GA,FALSE,attack,Foot,TRUE
+TK TK,10/26/2019,shot,baseball bat,,M,,Imperial County,CA,FALSE,other,Foot,FALSE
+Clayton Andrews,10/26/2019,shot,gun,40,M,W,Creek County,OK,TRUE,attack,Car,FALSE
+Johnathan Wayne Slattery,10/26/2019,shot and Tasered,gun,27,M,W,Walloon Lake,MI,TRUE,attack,Not fleeing,FALSE
+Dean Thomas,10/27/2019,shot,gun,63,M,W,Madison,WI,FALSE,attack,Not fleeing,FALSE
+Luis Arreguin-Lara,10/27/2019,shot,gun,50,M,H,Tulsa,OK,FALSE,attack,Not fleeing,TRUE
+Earnest Easterling,10/27/2019,shot,gun,25,M,B,Carmichael,CA,FALSE,attack,Not fleeing,FALSE
+Dana Sherrod Fletcher,10/27/2019,shot and Tasered,gun,39,M,B,Madison,AL,FALSE,attack,Not fleeing,FALSE
+Arturo Moreno,10/27/2019,shot and Tasered,crowbar,42,M,H,Porterville,CA,TRUE,attack,Not fleeing,FALSE
+Terry W. Chanley,10/28/2019,shot,hammer,25,M,W,Evansville,IN,FALSE,attack,Not fleeing,TRUE
+John Feggins,10/30/2019,shot,gun,24,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Pinkerman,10/30/2019,shot,gun,,M,W,Ona,WV,FALSE,attack,Not fleeing,FALSE
+Wilmer Spikes,10/30/2019,shot,knife,67,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Billy Kongphouthakhoun,10/30/2019,shot,gun,,M,A,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Myers,10/30/2019,shot,ax,62,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Danny James Hall,10/31/2019,shot,gun,34,M,W,Bascom,FL,FALSE,attack,Car,FALSE
+Francis Calonge,10/31/2019,shot,toy weapon,33,M,W,San Jose,CA,TRUE,attack,Not fleeing,TRUE
+Edward Roe,10/31/2019,shot,gun,56,M,W,Pearson,GA,FALSE,attack,Not fleeing,FALSE
+Benjamin Diaz,11/1/2019,shot,sharp object,22,M,H,Alamogordo,NM,FALSE,attack,Car,FALSE
+Anthony Pena,11/1/2019,shot,gun,46,M,H,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Luis Morales-Camacho,11/1/2019,shot,gun,41,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Luis Fino Nabarrette,11/1/2019,shot,gun,38,M,H,Odessa,TX,FALSE,attack,Car,FALSE
+Benjamin Diaz,11/1/2019,shot,box cutter,22,M,H,Alamogordo,NM,FALSE,attack,Not fleeing,FALSE
+John Hale,11/2/2019,shot,undetermined,42,M,W,Dexter,KY,FALSE,attack,,FALSE
+Michael Kifer,11/2/2019,shot and Tasered,sword,29,M,W,Vero Beach,FL,FALSE,attack,Not fleeing,FALSE
+Curtis French,11/3/2019,shot,knife,56,M,W,Parkland,WA,TRUE,other,Not fleeing,TRUE
+Michael Austin,11/3/2019,shot,gun,32,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,11/4/2019,shot,gun,,M,,Sunland Park,NM,FALSE,attack,Foot,FALSE
+Matthew Rasmussen,11/4/2019,shot,sharp object,31,M,W,Glendale,AZ,TRUE,attack,Not fleeing,TRUE
+Daniel M. Munoz,11/4/2019,shot,gun,21,M,H,Las Cruces,NM,FALSE,attack,,FALSE
+Nash Fiske,11/4/2019,shot,gun,31,M,W,Two Rivers,WI,FALSE,other,Not fleeing,FALSE
+Maurice Brown,11/5/2019,shot,gun,48,M,B,East Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jay P. Messer,11/5/2019,shot,gun,58,M,W,Pettis County,MO,FALSE,attack,Not fleeing,FALSE
+Michael Lee Nguyen,11/5/2019,shot,gun,32,M,A,Leon,WI,FALSE,other,Not fleeing,FALSE
+Christopher Alan Noe,11/5/2019,shot and Tasered,knife,45,M,W,Willis,TX,FALSE,other,Car,FALSE
+Eddie Ray Maxwell,11/6/2019,shot,gun,37,M,B,Tahlequah,OK,FALSE,attack,Not fleeing,FALSE
+Corben Hunter Jones,11/6/2019,shot,undetermined,20,M,W,Henryetta,OK,FALSE,undetermined,,FALSE
+Raul Casas Campo,11/6/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,,FALSE
+Treva Smutherman,11/6/2019,shot,gun,31,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Guy Thomas Barnard,11/7/2019,shot,BB gun,26,M,W,Wadsworth,OH,FALSE,attack,,FALSE
+Shelby Gazaway,11/7/2019,shot,gun,32,M,B,Louisville,KY,FALSE,attack,,FALSE
+Gerald Newton Allen,11/7/2019,shot,gun,66,M,W,Conyers,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Mills,11/7/2019,shot,gun,37,M,W,Ashtabula Township,OH,FALSE,other,Not fleeing,FALSE
+Ray Correll,11/8/2019,shot,gun,38,M,W,Lincolnton,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Roberts,11/9/2019,shot,gun,29,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Ryan D. Hemmingson,11/9/2019,shot,knife,44,M,W,Everett,WA,TRUE,other,Not fleeing,FALSE
+Daniel Thomas Childers,11/9/2019,shot and Tasered,knife,28,M,W,Union County,SC,FALSE,other,Not fleeing,FALSE
+John Luce,11/11/2019,shot,gun,22,M,W,Lakewood,CO,FALSE,other,Foot,FALSE
+Tammy Pierce,11/11/2019,shot,gun,59,F,W,Loveland,CO,FALSE,attack,Not fleeing,FALSE
+James Aubrey,11/11/2019,shot,gun,56,M,,Cedar City,UT,FALSE,attack,Not fleeing,FALSE
+Sidney Alexis Renew,11/11/2019,shot,vehicle,20,F,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Justin Anderson,11/12/2019,shot,gun,39,M,W,Oklahoma City,OK,FALSE,attack,,FALSE
+Michael Kahalehoe,11/12/2019,shot,vehicle and gun,30,M,O,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Roy McAllister,11/13/2019,shot,gun,27,M,B,Wilson,NC,FALSE,attack,Foot,FALSE
+Chris Ervie,11/13/2019,shot,knife,,M,W,Mandarin,FL,TRUE,undetermined,Not fleeing,TRUE
+Omar Enrique Garcia,11/13/2019,shot,sword,37,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Kennith Waynon Hooker,11/14/2019,shot,screwdriver,52,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Michael  A. Jolly,11/14/2019,shot,gun,35,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Treon McCoy,11/15/2019,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,11/15/2019,shot,gun,,M,,Westborough,MA,FALSE,other,Not fleeing,FALSE
+Mark Sheppard,11/15/2019,shot,gun,27,M,B,Cleveland,OH,FALSE,other,Foot,FALSE
+TK TK,11/16/2019,shot,unknown weapon,,M,,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+Garrett Ryberg,11/16/2019,shot,gun,27,M,W,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Sikon,11/16/2019,shot,unarmed,41,M,W,Alliance,OH,FALSE,attack,Foot,FALSE
+Dante Redmond Jones,11/18/2019,shot,gun,28,M,B,Franklin County,WA,FALSE,attack,Car,FALSE
+Cody McClintick,11/18/2019,shot,gun,26,M,W,Kansas City,MO,FALSE,attack,,FALSE
+Joel Avery,11/19/2019,shot,gun,,M,W,Horn Lake,MS,FALSE,other,Not fleeing,FALSE
+Alex Flores,11/19/2019,shot,knife,34,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jacob Cato,11/19/2019,shot,gun,34,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Luis A. Cardona,11/19/2019,shot,gun,38,M,H,West Kewaunee,WI,FALSE,attack,,FALSE
+Christopher Terrell Willis,11/19/2019,shot,gun,32,M,B,Des Plaines,IL,FALSE,attack,Not fleeing,FALSE
+Raul Antonio Menjivar Saabedra,11/19/2019,shot and Tasered,knife,50,M,H,Preston,ID,FALSE,other,Not fleeing,FALSE
+Paul Cheek,11/20/2019,shot,knife,55,M,W,Dahlonega,GA,FALSE,other,Not fleeing,FALSE
+William Harris,11/20/2019,shot,gun,51,M,W,Hampton,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Simeus,11/20/2019,shot,gun,18,M,B,Henderson,NV,FALSE,attack,,TRUE
+Jessica Ann Beedles,11/20/2019,shot,gun,42,F,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Anthony Chilcott,11/22/2019,shot,vehicle,36,M,W,Black Diamond,WA,FALSE,attack,Not fleeing,FALSE
+Lance Edward Smith,11/22/2019,shot,gun,37,M,B,Elizabethtown,NC,FALSE,attack,Not fleeing,FALSE
+Ariane Lamont McCree,11/23/2019,shot,gun,28,M,B,Chester,SC,FALSE,attack,Foot,TRUE
+Estevon Cruz,11/23/2019,shot,toy weapon,24,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Steven Forrest Saucier,11/24/2019,shot,gun,34,M,W,Gaines Township,MI,FALSE,attack,Not fleeing,FALSE
+Nathaniel Pinnock,11/25/2019,shot,vehicle and machete,22,M,B,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jason Quincey Niccum,11/25/2019,shot,gun,42,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Eric Sopp,11/26/2019,shot,ice pick,48,M,W,Sparks,MD,TRUE,attack,Car,TRUE
+Hollis Lewis,11/26/2019,shot,gun,51,M,W,Greeneville,TN,FALSE,attack,Not fleeing,TRUE
+Micduff Lamarco Robinson,11/27/2019,shot,sword,40,M,B,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Jeremy Pelican,11/28/2019,shot,gun,34,M,W,Barton County,MO,FALSE,other,Car,FALSE
+Derrick Everett,11/28/2019,shot,gun,30,M,B,Tampa,FL,FALSE,attack,Other,FALSE
+Nicholas Cantelmi,11/28/2019,shot,gun and vehicle,31,M,W,Jim Thorpe,PA,FALSE,attack,Other,FALSE
+Raymond Lee,11/29/2019,shot,toy weapon,54,M,W,Modesto,CA,FALSE,attack,,TRUE
+TK TK,11/29/2019,shot,gun,46,M,,Lewes,DE,TRUE,attack,Not fleeing,FALSE
+Kenneth Layton,11/29/2019,shot,gun,60,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+Keith Alan Bruce,11/29/2019,shot,gun,40,M,W,Watkins,CO,FALSE,attack,Car,FALSE
+TK TK,11/29/2019,shot,undetermined,,M,W,Eatonville,WA,FALSE,other,Car,FALSE
+Eliborio Rodriguez,11/30/2019,shot,unarmed,40,M,H,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Anthony Rosso,12/1/2019,shot,gun,68,M,W,Secaucus,NJ,FALSE,attack,,FALSE
+Jimmie Phillips,12/1/2019,shot,gun,68,M,B,Morrow,GA,FALSE,attack,Not fleeing,FALSE
+Donald James Eversen,12/1/2019,shot,knife,60,M,W,Concord,CA,FALSE,attack,Not fleeing,TRUE
+Yemerson Melendez,12/1/2019,shot,gun and vehicle,16,M,H,Fort Pierce,FL,FALSE,attack,Other,FALSE
+Steven Kerr,12/1/2019,shot,vehicle,25,M,W,Plant City,FL,FALSE,attack,Car,FALSE
+Jordan Oliver,12/1/2019,shot and Tasered,"car, knife and mace",20,M,W,Hanover Township,PA,FALSE,attack,Car,FALSE
+Jerric Harris,12/2/2019,shot,gun,21,M,B,Daytona Beach,FL,FALSE,attack,Foot,TRUE
+Dai Phuoc Nguyen,12/2/2019,shot,knife,38,M,A,Los Angeles,CA,FALSE,other,,FALSE
+Michael Dean,12/2/2019,shot,unarmed,28,M,B,Temple,TX,FALSE,undetermined,Not fleeing,FALSE
+Neil Chiago,12/2/2019,shot,gun,18,M,N,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Thomas Cole Thompson,12/3/2019,shot,gun,,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Cameron Lamb,12/3/2019,shot,gun,26,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Miguel Russo,12/3/2019,shot,gun,31,M,B,Syracuse,NY,FALSE,attack,Not fleeing,TRUE
+Alvern Donnell Walker,12/5/2019,shot,gun,58,M,B,Avon,CO,FALSE,attack,Car,FALSE
+Demetrius Williams,12/5/2019,shot,vehicle,31,M,B,Marshall,TX,FALSE,attack,Foot,FALSE
+Lamar Alexander,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Ronnie Jerome Hill,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Chad James Green,12/5/2019,shot,gun,41,M,W,San Bernardino,CA,FALSE,other,Foot,FALSE
+Hunter Steven James Lowry,12/6/2019,shot,gun,23,M,W,Westminster,CO,FALSE,other,,FALSE
+Dominick Matt,12/6/2019,shot,gun,17,M,B,Bentonville,AR,FALSE,other,Not fleeing,FALSE
+London T. Phillips,12/7/2019,shot,gun,35,M,W,Fayetteville,AR,FALSE,attack,Not fleeing,FALSE
+Mark Richard Coleman,12/7/2019,shot,gun,65,M,W,Nokomis,FL,TRUE,attack,Not fleeing,FALSE
+Koben S. Henriksen,12/8/2019,shot,knife,51,M,W,Portland,OR,TRUE,other,Not fleeing,FALSE
+Antonio Nichols,12/9/2019,shot,gun,47,M,B,St. Helena Parish,LA,FALSE,other,Not fleeing,FALSE
+Robert Allen Elfgen,12/10/2019,shot,gun,42,M,W,Fort Madison,IA,FALSE,other,,FALSE
+Mauro Carrillo,12/10/2019,shot,baseball bat,42,M,H,Hesperia,CA,FALSE,attack,Not fleeing,FALSE
+Kreed Cornell Bateman,12/10/2019,shot,gun,31,M,B,Andrews,SC,FALSE,attack,,FALSE
+Montay Steven Penning,12/10/2019,shot,gun,23,M,B,Beloit,WI,FALSE,other,Car,FALSE
+Francine Graham,12/10/2019,shot,gun,50,F,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+David N. Anderson,12/10/2019,shot,gun,47,M,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+Terrence Edward White,12/10/2019,shot,gun,66,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Daniel E. Condon,12/10/2019,shot and Tasered,hatchet,55,M,W,Arietta,NY,TRUE,attack,,FALSE
+Delos P. Lowe,12/11/2019,shot,gun,68,M,W,Nelson Township,PA,TRUE,attack,Not fleeing,FALSE
+Matthew Jonathan Krupar,12/11/2019,shot,unarmed,31,M,W,League City,TX,FALSE,attack,Not fleeing,FALSE
+Cortez Bufford,12/12/2019,shot,gun,24,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+Cade Humphrey,12/12/2019,shot,knife,30,M,W,Washita County,OK,FALSE,attack,Car,FALSE
+Taveonte Art Emmanuel,12/12/2019,shot,gun,34,M,B,Anaheim,CA,FALSE,other,Not fleeing,TRUE
+Bradley Cutchens,12/12/2019,shot,gun,23,M,W,Ozark,AL,TRUE,attack,Not fleeing,FALSE
+Anthony Tovar,12/12/2019,shot,toy weapon,43,M,W,Renton,WA,FALSE,other,Not fleeing,FALSE
+Romello Barnes,12/12/2019,shot,knife,22,M,B,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Erik Lee,12/12/2019,shot and Tasered,knife,43,M,,Orange,CA,TRUE,other,Not fleeing,TRUE
+Jamee Christopher Deonte Johnson,12/14/2019,shot,gun and car,22,M,B,Jacksonville,FL,FALSE,attack,Car,TRUE
+Victor A. Parsons,12/14/2019,shot,gun,42,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Louis Patrick Veal,12/14/2019,shot,gun,65,M,B,Redford Township,MI,FALSE,attack,Not fleeing,FALSE
+Alejandro Betancourt-Mendoza,12/14/2019,shot,knife,18,M,H,Pasco,WA,FALSE,attack,Not fleeing,FALSE
+Kean Walker,12/15/2019,shot,gun,23,M,W,Milwaukee,WI,FALSE,attack,Car,FALSE
+Chiasher Fong Vue,12/15/2019,shot,gun,52,M,A,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Mohammad Jamal Isaifan,12/15/2019,shot,gun,40,M,O,Akron,OH,TRUE,other,Foot,FALSE
+Mario Alberto Torres,12/15/2019,shot,gun,27,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dustin Spencer,12/16/2019,shot,gun,34,M,O,Kalihi,HI,FALSE,attack,Foot,FALSE
+Jorge Serrano,12/16/2019,shot,gun,25,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Bernie Rascon,12/16/2019,shot,undetermined,28,M,H,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Kyle Horton,12/17/2019,shot,gun,,M,W,Wilmington,NC,FALSE,attack,Not fleeing,FALSE
+Clyde Jacob Sullivan,12/17/2019,shot,gun,27,M,W,Fort Walton Beach,FL,FALSE,attack,Car,FALSE
+Ricky Lee Gardipee,12/17/2019,shot,gun,41,M,W,Great Falls,MT,FALSE,attack,Foot,FALSE
+Paul Jarvis,12/17/2019,shot,gun,63,M,,El Paso,TX,FALSE,attack,,FALSE
+Dana Brown,12/17/2019,shot and Tasered,knife,27,M,O,Honolulu,HI,FALSE,attack,,TRUE
+Tyler Hall,12/18/2019,shot,gun,29,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Gary Wayne Madewell,12/19/2019,shot,knife,38,M,W,Smith County,TN,FALSE,other,,FALSE
+Christopher Gray,12/19/2019,shot,knife,29,M,W,Davis,CA,TRUE,attack,Not fleeing,TRUE
+Jason Elliot Waterhouse,12/19/2019,shot,unknown weapon,47,M,W,Lakewood,CO,TRUE,attack,Not fleeing,FALSE
+Kentrey Marquis Witherspoon,12/19/2019,shot,gun,28,M,B,Lenoir,NC,FALSE,attack,Foot,FALSE
+Jayson Arron Colvin,12/19/2019,shot,gun,38,M,W,Eustis,FL,FALSE,attack,Foot,FALSE
+Emanuel Johnson,12/19/2019,shot and Tasered,gun,21,M,B,Brentwood,NY,FALSE,attack,Foot,FALSE
+John Resetar,12/20/2019,shot,gun,44,M,W,Randolph County,IN,FALSE,attack,Not fleeing,FALSE
+Steven DeWayne Haizlip,12/20/2019,shot,gun,61,M,B,Winston-Salem,NC,FALSE,attack,Not fleeing,FALSE
+Mohamed Ahemed Al-Hashemi,12/20/2019,shot and Tasered,Taser,25,M,B,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Mark Stoddard,12/21/2019,shot,gun,40,M,W,Emery County,UT,FALSE,attack,Car,FALSE
+Marc Denver Thompson,12/21/2019,shot,shovel,26,M,W,Carroll County,GA,FALSE,attack,Foot,FALSE
+Michael DeCastro,12/21/2019,shot,knife,57,M,W,Ithaca,NY,FALSE,attack,Not fleeing,FALSE
+Brian Lee Mullen,12/21/2019,shot,gun,57,M,W,Evansville,IN,TRUE,other,Not fleeing,FALSE
+Romir Talley,12/22/2019,shot,gun,24,M,B,Wilkinsburg,PA,FALSE,attack,Foot,FALSE
+Jesse Adams,12/22/2019,shot,gun,34,M,,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Kenneth Collins,12/22/2019,shot,unknown weapon,46,M,B,Hattiesburg,MS,FALSE,other,Other,FALSE
+Richard Ruiz,12/23/2019,shot,gun and vehicle,38,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Austin Chase Swindle,12/23/2019,shot,gun,24,M,W,Bryant,AR,TRUE,attack,Not fleeing,FALSE
+Macario Hernandez,12/23/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Harvey Cantrell,12/24/2019,shot,gun,65,M,W,Deltona,FL,TRUE,attack,Not fleeing,TRUE
+Elray Barber,12/24/2019,shot,gun,60,M,B,Oklahoma City,OK,FALSE,attack,Car,FALSE
+David A. White,12/24/2019,shot,gun,56,M,,Springfield,MO,FALSE,other,Not fleeing,FALSE
+Lori Jean Canada,12/25/2019,shot,gun,59,F,W,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Deangelo Rashad Martin,12/25/2019,shot,vehicle,23,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Antonio Smith,12/26/2019,shot,unknown weapon,35,M,B,Memphis,TN,FALSE,other,,FALSE
+Juan Rosa,12/26/2019,shot,gun,35,M,H,Auburndale,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Camacho,12/27/2019,shot,gun and knife,16,M,H,Limerick,ME,FALSE,other,,FALSE
+John Lowell Dollen,12/27/2019,shot,gun,,M,W,Linthicum,MD,TRUE,attack,Not fleeing,FALSE
+Frederick Jeremy Atkin,12/27/2019,shot,undetermined,42,M,W,South Ogden,UT,FALSE,undetermined,Car,FALSE
+Henry Kistler Berry,12/27/2019,shot and Tasered,Taser,43,M,W,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Albert Benjamin Simon,12/28/2019,shot,gun,52,M,W,Houston,TX,FALSE,other,Foot,FALSE
+A.B. Carr,12/28/2019,shot,unknown weapon,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Heriberto Rodriguez,12/28/2019,shot,unknown weapon,27,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Troy Kirk,12/28/2019,shot,knife,31,M,W,Lancaster,OH,TRUE,attack,Not fleeing,TRUE
+Craig Ellis See,12/28/2019,shot,knife,34,M,W,Clearlake Oaks,CA,FALSE,attack,Foot,FALSE
+John Bott,12/29/2019,shot,gun,76,M,,DeSoto County,MS,TRUE,attack,,FALSE
+Patrick Alden,12/29/2019,shot,gun,29,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Kelly Michael Stephens,12/29/2019,shot,chain,34,M,W,Juneau,AK,FALSE,other,Not fleeing,FALSE
+Manuel Gonzales Verdugo,12/29/2019,shot,knife,,M,H,El Centro,CA,FALSE,other,Not fleeing,FALSE
+TK TK,12/30/2019,shot,gun,18,M,B,Houston,TX,FALSE,attack,Other,FALSE
+Debra D. Arbuckle,12/30/2019,shot,vehicle,51,F,W,Wichita,KS,FALSE,attack,Car,FALSE
+Cody McCaulou,12/30/2019,shot,vehicle,25,M,W,Fulton,MO,FALSE,attack,Car,FALSE
+Eric M. Tellez,12/31/2019,shot,knife,28,M,W,Globe,AZ,FALSE,other,Not fleeing,FALSE
+Frederick Perkins,12/31/2019,shot,vehicle,37,M,B,Chesterfield,MO,FALSE,attack,Car,FALSE
+Dedrick Thomas,12/31/2019,shot,gun,,M,B,Forrest City,AR,FALSE,attack,,FALSE
+Malik Williams,12/31/2019,shot,gun,23,M,B,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Terry Hudson,12/31/2019,shot,gun,57,M,B,Omaha,NE,FALSE,attack,Not fleeing,TRUE
+Michael Vincent Davis,12/31/2019,shot,gun,49,M,W,Cross Lanes,WV,FALSE,attack,Foot,FALSE
+Derrick A. Elseth,1/1/2020,shot,gun,24,M,W,Richmond County,VA,FALSE,other,Not fleeing,FALSE
+Teddy James Maverick Varner,1/1/2020,shot,gun,29,M,,Central Point,OR,TRUE,attack,Not fleeing,TRUE
+Gerardo Antonio Conchas-Bustas,1/1/2020,shot,knife,20,M,O,Denver,CO,FALSE,attack,Not fleeing,TRUE
+Gabriel Strickland,1/1/2020,shot and Tasered,toy weapon,25,M,W,Grass Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jeffery Dale Millsap,1/2/2020,shot,gun,26,M,W,Holt,MO,FALSE,attack,Car,FALSE
+Stanley Hayes,1/2/2020,shot,gun,69,M,,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Jamari Daiwon Tarver,1/2/2020,shot,vehicle,26,M,B,North Las Vegas,NV,FALSE,attack,Car,TRUE
+Troy Sullenger,1/2/2020,shot,gun,41,M,W,Murrieta,CA,FALSE,attack,Car,TRUE
+Mariano Ocon,1/2/2020,shot,gun,31,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Gregory,1/2/2020,shot and Tasered,knife,30,M,H,Ansonia,CT,FALSE,attack,Not fleeing,TRUE
+Tyree Davis,1/4/2020,shot and Tasered,knife,25,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+George Dison,1/5/2020,shot,gun,57,M,W,Elkmont,AL,FALSE,attack,Not fleeing,FALSE
+Kwamae Jones,1/5/2020,shot,gun,17,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Brandon D. Roberts,1/5/2020,shot,knife,27,M,B,Milford,DE,TRUE,other,Not fleeing,FALSE
+Drew Nichols Wallas-Flores,1/5/2020,shot,gun,30,M,H,Lubbock,TX,FALSE,attack,Foot,FALSE
+Miciah Lee,1/5/2020,shot,gun,18,M,B,Sparks,NV,TRUE,other,Car,FALSE
+Samuel Lanham,1/5/2020,shot and Tasered,knife,50,M,W,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Troy Chase Caster,1/6/2020,shot,gun,21,M,W,Asheboro,NC,FALSE,attack,Car,FALSE
+Xavier Jaime Rovie,1/6/2020,shot,gun,28,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Orlando Abeyta,1/6/2020,shot,gun,28,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Nico Descheenie,1/6/2020,shot,gun,25,M,,Aurora,CO,FALSE,other,Car,FALSE
+Dallas Pearce,1/6/2020,shot,toy weapon,33,M,A,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Daniel Duane Jensen,1/7/2020,shot,gun,59,M,W,North Pole,AK,FALSE,attack,Not fleeing,FALSE
+Dustin M. Eaton,1/8/2020,shot,gun,34,M,W,Bismarck,MO,FALSE,attack,Not fleeing,FALSE
+Madison Adams,1/8/2020,shot,gun,27,M,,Nipton,CA,TRUE,attack,Car,FALSE
+Earl Facey,1/9/2020,shot,gun,37,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Cody Carnes,1/9/2020,shot,gun,30,M,W,Bismarck,ND,TRUE,attack,Not fleeing,FALSE
+Joshua Franklin Roberts,1/9/2020,shot,gun,41,M,,Powatan Point,OH,FALSE,other,Car,FALSE
+Claude Fain,1/9/2020,shot,gun,47,M,B,Philadelphia,PA,TRUE,attack,Not fleeing,FALSE
+Bernie Wade Johnson,1/9/2020,shot and Tasered,hammer,34,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Ruiz,1/10/2020,shot,vehicle,24,M,H,Muscoy,CA,FALSE,attack,Car,FALSE
+Clando Anitok,1/10/2020,shot and Tasered,unarmed,25,M,A,Spokane,WA,FALSE,other,Car,FALSE
+Eric Reynolds,1/11/2020,shot,unknown weapon,,M,W,Glenwood Springs,CO,FALSE,other,Car,FALSE
+Henry Isaac Jones,1/11/2020,shot,gun,47,M,B,Bainbridge,GA,FALSE,attack,Not fleeing,FALSE
+Ryan O. Simms,1/11/2020,shot and Tasered,knife,49,M,B,Miami Beach,FL,FALSE,attack,,FALSE
+Victor Valencia,1/12/2020,shot,toy weapon,31,M,H,Los Angeles,CA,TRUE,attack,,FALSE
+Brad Stirewalt,1/12/2020,shot,gun,47,M,W,Carthage,MO,FALSE,attack,Car,FALSE
+Thomas Charles Snyder,1/12/2020,shot,gun,52,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Keenan McCain,1/13/2020,shot,gun,29,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Randy Glen Goodale,1/13/2020,shot,vehicle,45,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Eliezer Perez,1/14/2020,shot,knife,51,M,H,The Villages,FL,FALSE,attack,Not fleeing,FALSE
+Renard Antonio Daniels,1/15/2020,shot,knife,55,M,B,Cocoa,FL,FALSE,attack,Not fleeing,TRUE
+Frank Cogar,1/15/2020,shot,gun,35,M,W,Missoula,MT,FALSE,other,Not fleeing,FALSE
+Landwell Vance McCall,1/15/2020,shot,gun,50,M,W,Fleetwood,NC,FALSE,attack,Not fleeing,FALSE
+Aaron Phillips,1/15/2020,shot,gun,31,M,W,Mulberry,FL,FALSE,other,Not fleeing,FALSE
+Albert Lee Hughes,1/15/2020,shot and Tasered,chair,47,M,B,Lawrenceville,GA,FALSE,attack,Not fleeing,FALSE
+Jack Bolinger,1/16/2020,shot,gun,35,M,W,Wausau,WI,FALSE,attack,,FALSE
+Owen Barton,1/16/2020,shot,gun,66,M,W,Yerington,NV,FALSE,other,Not fleeing,FALSE
+Murbarak Soulemane,1/16/2020,shot and Tasered,knife,19,M,B,West Haven,CT,FALSE,other,Car,TRUE
+Samuel David Mallard,1/17/2020,shot,undetermined,19,M,B,Powder Springs,GA,FALSE,undetermined,Car,FALSE
+Dustin Alexander Nealis,1/19/2020,shot,unknown weapon,43,M,W,Sebring,FL,FALSE,undetermined,Not fleeing,FALSE
+Edward Gendron,1/20/2020,shot,gun,57,M,W,Waterbury,CT,FALSE,attack,Not fleeing,FALSE
+Miguel Mercado Segura,1/20/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Jonathan David Messare,1/20/2020,shot,machete,41,M,W,Sedona,AZ,FALSE,other,Not fleeing,FALSE
+Dustin Furr,1/20/2020,shot,gun,39,M,W,Lafayette,IN,FALSE,other,Not fleeing,FALSE
+Anthony Langley,1/21/2020,shot,gun,24,M,W,Atkins,AR,FALSE,attack,Foot,FALSE
+Reginald Leon Boston,1/21/2020,shot,gun,20,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Rory Behling,1/21/2020,shot,gun,32,M,W,Fox Crossing,WI,FALSE,other,Not fleeing,FALSE
+Miguel Mercado Segura,1/21/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Darius J. Tarver,1/21/2020,shot and Tasered,meat cleaver,22,M,B,Denton,TX,TRUE,attack,Not fleeing,FALSE
+Sok Chin Son,1/21/2020,shot and Tasered,knife,60,M,A,Lacey,WA,FALSE,attack,Not fleeing,FALSE
+Jon Phillip Bryant,1/22/2020,shot,knife,40,M,W,Arvada,CO,FALSE,other,Not fleeing,FALSE
+Armando Moreno Garcia,1/22/2020,shot,gun,37,M,H,Mesa,AZ,FALSE,attack,,FALSE
+Adam Ray Hernandez,1/22/2020,shot,undetermined,34,M,W,Moore,OK,FALSE,other,Car,FALSE
+Deandre Lee Seaborough-Patterson,1/23/2020,shot,gun,22,M,B,Savannah,GA,FALSE,other,Foot,FALSE
+James Lewis Mathis,1/23/2020,shot,knife,30,M,W,Paris,TX,FALSE,other,,FALSE
+Gage Scott Southard,1/23/2020,shot,gun,26,M,W,Wasilla,AK,FALSE,attack,Car,FALSE
+Marquis Golden,1/23/2020,shot,gun,29,M,B,St. Petersburg,FL,FALSE,attack,Car,FALSE
+Andrew Smyrna,1/23/2020,shot,vehicle,32,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Michael Rivera,1/23/2020,shot,vehicle,32,M,B,Bloomingdale,NJ,FALSE,attack,Car,FALSE
+Scott Joseph Weber,1/24/2020,shot,gun,27,M,W,San Angelo,TX,FALSE,attack,Other,FALSE
+Toby Diller,1/24/2020,shot,gun,31,M,H,Oak Park,CA,FALSE,attack,Foot,TRUE
+Rebecca Angel Alexander,1/24/2020,shot,gun,35,F,W,Coden,AL,TRUE,attack,Not fleeing,FALSE
+D'ovion Semaj Perkins,1/25/2020,shot,gun,19,M,B,Aurora,CO,FALSE,other,Car,FALSE
+Joshua James Brown,1/25/2020,shot,gun,34,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Kevin Alan Smallman,1/27/2020,shot,vehicle,32,M,W,Chandler,AZ,FALSE,attack,Car,FALSE
+William Howard Green,1/27/2020,shot,unarmed,43,M,B,Temple Hills,MD,FALSE,attack,Not fleeing,FALSE
+Aaron T. Booker,1/27/2020,shot,gun,22,M,B,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+John Francis Tippett,1/27/2020,shot,gun,43,M,W,Lexington Park,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Greenleaf,1/28/2020,shot,knife,27,M,W,Scottsdale,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Cocio,1/28/2020,shot,gun,39,M,H,Tuscson,AZ,FALSE,attack,Not fleeing,FALSE
+Jonathan Bentley,1/28/2020,shot,vehicle,37,M,W,Shelby Gap,KY,FALSE,attack,Not fleeing,FALSE
+Jaquyn Oneill Light,1/29/2020,shot,undetermined,20,M,B,Graham,NC,FALSE,undetermined,Foot,FALSE
+Clint Stevens,1/29/2020,shot,gun,34,M,W,Deposit,NY,TRUE,attack,Not fleeing,FALSE
+Justin Leman,1/29/2020,shot,gun,32,M,W,Kasilof,AK,FALSE,attack,Foot,FALSE
+Chad Nicolia,1/30/2020,shot,gun,41,M,,Hockingport,OH,FALSE,attack,Not fleeing,FALSE
+Abdirahman Salad,1/30/2020,shot,gun,15,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Keith Dutree Collins,1/30/2020,shot,toy weapon,52,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Richard Davis,1/30/2020,shot,gun,29,M,,Kansas City,MO,FALSE,attack,Foot,FALSE
+Leonard Parker,2/1/2020,shot,vehicle,53,M,B,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Vincent Conti,2/1/2020,shot,gun,24,M,W,Spring Hill,FL,FALSE,attack,Not fleeing,FALSE
+Ronnell Mouzon,2/1/2020,shot,gun,41,M,B,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Alvin Cole,2/2/2020,shot,gun,17,M,B,Wauwatosa,WI,FALSE,attack,Foot,FALSE
+Jason Gora,2/2/2020,shot,vehicle and gun,44,M,W,Minot,ME,FALSE,attack,Foot,FALSE
+Chris Cadotte,2/2/2020,shot,knife,63,M,,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Marc Dominic Neal,2/3/2020,shot,gun,56,M,B,Millcreek,UT,FALSE,other,Not fleeing,FALSE
+Darius Tarver,2/4/2020,shot,meat cleaver,23,M,B,Denton,TX,FALSE,other,Not fleeing,FALSE
+Shawn Michael Taylor,2/4/2020,shot,gun,32,M,W,Allen,OK,FALSE,attack,Foot,FALSE
+Dominique Antwon Anderson,2/4/2020,shot,machete,26,M,B,Home Garden,CA,FALSE,attack,Not fleeing,FALSE
+Thomas Barbosa,2/4/2020,shot,knife,41,M,W,Ono,CA,TRUE,other,Car,FALSE
+Daniel Murillo,2/5/2020,shot,knife,56,M,W,Washoe,NV,FALSE,other,Not fleeing,FALSE
+Gaston A. Nava-Saucedo,2/5/2020,shot,vehicle,33,M,H,Topeka,KS,FALSE,attack,Car,FALSE
+Sean Patrick Constance,2/6/2020,shot,gun,37,M,W,Port Charlotte,FL,FALSE,attack,Car,FALSE
+Juston Root,2/7/2020,shot,gun,41,M,W,Brookline,MA,TRUE,attack,Car,FALSE
+Michael Collins,2/7/2020,shot,knife,38,M,W,Sapulpa,OK,TRUE,other,Not fleeing,FALSE
+Joshua Downing,2/7/2020,shot,gun,32,M,,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Douglas Harold Hart,2/8/2020,shot,gun,67,M,W,Vestavia Hills,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,2/8/2020,shot,gun,,M,,Cuba,MO,FALSE,attack,Not fleeing,FALSE
+Gordon Whitaker,2/9/2020,shot,gun,45,M,W,Kennewick,WA,FALSE,attack,Foot,FALSE
+Erik Robinson,2/9/2020,shot,knife,23,M,,Orange County,FL,FALSE,other,Not fleeing,FALSE
+Zane Blaisdell,2/9/2020,shot,knife,48,M,W,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Jeremy Grayson,2/9/2020,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Leatherwood,2/9/2020,shot,gun,47,M,W,Byron,GA,FALSE,attack,Not fleeing,FALSE
+Bobby Gibbs,2/10/2020,shot,gun,40,M,B,Forrest City,AR,FALSE,attack,Not fleeing,FALSE
+Jeremy Todd Baham,2/10/2020,shot,gun,40,M,W,Lafayette,LA,FALSE,other,Not fleeing,FALSE
+Thomas Ray Chamblee,2/10/2020,shot,gun,34,M,W,Albertville,AL,FALSE,attack,Other,TRUE
+Hans Alejandro Huitz,2/12/2020,shot,gun,51,M,N,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Michael Marullo,2/12/2020,shot,gun,33,M,W,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Jeremey Fox,2/12/2020,shot,undetermined,42,M,,Bossier City,LA,FALSE,other,Not fleeing,TRUE
+Dakota Lee Chlarson,2/13/2020,shot,scissors,25,M,N,Dickinson,ND,FALSE,attack,Not fleeing,FALSE
+Brian Francis Filion,2/13/2020,shot,gun,41,M,W,Salt Lake City,UT,FALSE,other,Foot,FALSE
+Aaron Marcos Valdez,2/13/2020,shot,gun,19,M,H,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Abel Lopez-Lopez,2/13/2020,shot,undetermined,37,M,,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+William Bluestone,2/14/2020,shot,gun,21,M,H,Silverton,OR,FALSE,other,Not fleeing,TRUE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,other,Car,FALSE
+David Kent Heeke,2/14/2020,shot,gun,63,M,W,Commerce City,CO,TRUE,other,Car,FALSE
+Christopher Gutierrez,2/14/2020,shot,knife,,M,H,Rialto,CA,FALSE,other,Not fleeing,FALSE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,attack,Car,FALSE
+Daelyn Polu,2/15/2020,shot,gun,16,M,A,Achorage,AK,FALSE,attack,Not fleeing,FALSE
+Thomas Murray,2/16/2020,shot,vehicle,31,M,W,Newbury,MA,FALSE,attack,Car,FALSE
+Kerry Michael Bounsom,2/16/2020,shot,gun,33,M,A,Long Beach,CA,FALSE,attack,Foot,FALSE
+Rudy Arenas,2/16/2020,shot,gun,40,M,H,Poinciana,FL,FALSE,attack,Car,FALSE
+Brandon Lewis,2/16/2020,shot,gun,34,M,W,Harrison County,IN,FALSE,attack,Car,FALSE
+Travis Mullins,2/17/2020,shot,gun,29,M,W,Greenville,TN,FALSE,attack,Not fleeing,FALSE
+Jeremy Dewey,2/17/2020,shot,gun,27,M,N,Pinetop,AZ,FALSE,attack,Not fleeing,FALSE
+Kevin Adolphe,2/18/2020,shot,gun,23,M,B,Orlando,FL,FALSE,other,Foot,FALSE
+Alex Francisco Vazquez,2/19/2020,shot,gun,38,M,H,Red Bluff,CA,FALSE,attack,Not fleeing,FALSE
+Joseph Jewell,2/20/2020,shot,gun,17,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+John Daniel Dixon,2/20/2020,shot,gun,75,M,W,DeKalb County,GA,FALSE,other,Not fleeing,FALSE
+John James Monahan,2/21/2020,shot,gun,26,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Manuel Arebalo,2/21/2020,shot,sharp object,40,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,gun,,M,,Old Mines,MO,TRUE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,unarmed,,F,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rodrigo Ivan Aguirre,2/22/2020,shot,gun,36,M,H,Deming,NM,FALSE,attack,Other,FALSE
+Boyce Melvin Thayer,2/23/2020,shot,gun,83,M,,Jamestown,NC,FALSE,attack,Not fleeing,FALSE
+Lucas Alvarado,2/24/2020,shot,gun,27,M,W,Milwaukee,WI,FALSE,other,Foot,FALSE
+Print Zutavern,2/24/2020,shot,gun,28,M,W,Arnold,NE,TRUE,other,Not fleeing,FALSE
+Stephen O'Brien,2/24/2020,shot,unarmed,20,M,W,Floresville,TX,TRUE,other,Not fleeing,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Sumter County,SC,FALSE,attack,Not fleeing,FALSE
+Kenneth Sashington,2/25/2020,shot,gun,38,M,B,Tuscumbia,AL,FALSE,attack,Foot,FALSE
+SanJuan Migayle Thomas,2/25/2020,shot,gun,39,M,,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Matthew Felix,2/25/2020,shot,vehicle,19,M,,New York,NY,FALSE,attack,Car,FALSE
+Neal Stuart Nevada,2/25/2020,shot,knife,23,M,,Pocatello,ID,FALSE,other,Car,FALSE
+Dylan Olmeda,2/25/2020,shot,gun,16,M,W,Georgetown,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,2/25/2020,shot,undetermined,,M,,Brea,CA,FALSE,undetermined,,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Dalzell,SC,FALSE,attack,Not fleeing,FALSE
+David William Irving,2/26/2020,shot,undetermined,35,M,,Kansas City,MO,FALSE,undetermined,,FALSE
+Justin Lee Stackhouse,2/26/2020,shot,vehicle,30,M,B,Bradenton,FL,FALSE,attack,Car,FALSE
+Ramiro Carrasco,2/26/2020,shot,gun,30,M,H,Greeley,CO,FALSE,other,Not fleeing,FALSE
+James Thomson,2/26/2020,shot,gun,30,M,W,Tahlequah,OK,FALSE,attack,Car,FALSE
+William Resto,2/26/2020,shot,knife,54,M,,Sylvania Township,OH,FALSE,other,Not fleeing,FALSE
+TK TK,2/26/2020,shot,unarmed,,M,,Garden Grove,CA,FALSE,attack,,TRUE
+Kent Richard Kruger,2/27/2020,shot,gun,36,M,W,Lakeville,MN,TRUE,attack,Not fleeing,FALSE
+Joshua David Hernandez Lord,2/27/2020,shot,knife,33,M,W,Clarkdale,AZ,FALSE,other,,FALSE
+Dorgel Cisnero-Mesa,2/27/2020,shot,gun,39,M,H,Jacksonville,FL,TRUE,attack,,FALSE
+Jose L. Rivera,2/28/2020,shot,gun,22,M,H,Moses Lake,WA,FALSE,attack,Other,FALSE
+Anthony Taylor,2/29/2020,shot,gun,49,M,B,Milwaukee,WI,FALSE,other,,FALSE
+Richard Rodriguez,2/29/2020,shot,gun,45,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Douris,2/29/2020,shot,knife,45,M,W,Henderson,NV,FALSE,other,Not fleeing,FALSE
+Joshua Russell,3/1/2020,shot,gun,30,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Raymundo Aaron Ceja,3/1/2020,shot,gun,30,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Santa Ana,CA,FALSE,other,,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Cloverleaf,TX,TRUE,attack,Not fleeing,FALSE
+Ian Austin Wilson,3/1/2020,shot,gun,31,M,W,Mocksville,NC,FALSE,attack,,FALSE
+Cody Hodges,3/2/2020,shot,toy weapon,34,M,,Keithville,LA,TRUE,attack,Not fleeing,FALSE
+Terry Cagle,3/2/2020,shot,BB gun,73,M,W,Sherman,TX,FALSE,attack,Car,FALSE
+Jose Antonio Gainza,3/3/2020,shot,knife,49,M,,Miami-Dade,FL,FALSE,other,Not fleeing,FALSE
+Ryan Bass,3/3/2020,shot,gun,39,M,W,Riverside,WA,FALSE,attack,,FALSE
+Christopher Palmer,3/4/2020,shot,unarmed,37,M,W,Manila,AR,FALSE,attack,Not fleeing,FALSE
+Gary Lee Tierney,3/4/2020,shot,gun,73,M,,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Gene Beasley,3/5/2020,shot,gun,,M,W,Ariton,AL,FALSE,other,Car,FALSE
+Ajay Kamil Ayseli,3/5/2020,shot,knife,31,M,O,Henrico,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Jamaal Brewer,3/5/2020,shot,gun,25,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jacob Frausto,3/6/2020,shot,gun,41,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Tyler M. Jones,3/6/2020,shot,gun,24,M,B,Fairfield,OH,FALSE,other,Not fleeing,FALSE
+Barry Gedeus,3/6/2020,shot,unarmed,27,M,B,Fort Lauderdale,FL,FALSE,attack,Foot,FALSE
+Jerry Gaghins,3/6/2020,shot,knife,,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Mullins,3/6/2020,shot,unarmed,32,M,W,Edison,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Adam Miller,3/7/2020,shot,knife,33,M,,Stroudsburg,PA,FALSE,other,Not fleeing,FALSE
+Gary Brown,3/7/2020,shot,vehicle,43,M,W,Harrison Township,OH,FALSE,attack,Car,FALSE
+Charles Harwood,3/8/2020,shot,gun,65,M,,Montgomery,AL,FALSE,attack,Not fleeing,FALSE
+Lawson Edward Schaber,3/8/2020,shot,gun,84,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Desiree Nicole Garza,3/8/2020,shot,knife,29,F,H,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Brian Marksberry,3/8/2020,shot,unarmed,31,M,W,Humble,TX,FALSE,other,Foot,FALSE
+Keith P. Haux,3/8/2020,shot,gun,57,M,W,Backus,MN,FALSE,other,Not fleeing,FALSE
+Aaron Tolen,3/8/2020,shot,unarmed,37,M,W,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Jennifer Taylor,3/9/2020,shot,gun,29,F,W,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Bonito Garcia,3/9/2020,shot,screwdriver,47,M,H,Elmendorf,TX,FALSE,other,,FALSE
+Pablo Elias,3/10/2020,shot,unarmed,44,M,H,Bell Gardens,CA,TRUE,undetermined,,FALSE
+Joshua Christopher Noles,3/11/2020,shot,gun,38,M,W,Elkton,FL,FALSE,attack,Car,FALSE
+Mary Kate Field,3/11/2020,shot,gun,32,F,W,Anchor Point,AK,FALSE,attack,,FALSE
+Breonna Taylor,3/12/2020,shot,unarmed,26,F,B,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Duncan Socrates Lemp,3/12/2020,shot,gun,21,M,W,Potomac,MD,FALSE,attack,Not fleeing,TRUE
+Donnie Sanders,3/12/2020,shot,unarmed,47,M,B,Kansas City,MO,FALSE,undetermined,Foot,FALSE
+Jorge Martinez,3/13/2020,shot,undetermined,30,M,H,Claremore,OK,FALSE,attack,Foot,FALSE
+Marc Morgan,3/13/2020,shot,gun,62,M,W,New Kensington,PA,FALSE,attack,,FALSE
+Rosario Angel Alvarado,3/13/2020,shot,toy weapon,41,M,H,Chandler,AZ,FALSE,attack,Not fleeing,FALSE
+Dung Nguyen,3/13/2020,shot,gun,50,M,A,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Mullins,3/13/2020,shot,knife,,M,W,Mufreesboro,TN,FALSE,other,Not fleeing,FALSE
+TK TK,3/14/2020,shot,vehicle,48,M,,Cocoa,FL,FALSE,attack,Car,FALSE
+Jeremiah Medina,3/14/2020,shot,gun,31,M,H,Taos,NM,FALSE,attack,Car,FALSE
+Justin Griggs,3/14/2020,shot,gun,30,M,W,Louisville,KY,FALSE,attack,Foot,TRUE
+Chase Brooks,3/14/2020,shot,undetermined,32,M,W,Springfield,OR,FALSE,attack,Not fleeing,FALSE
+Rory Edwin Murray,3/14/2020,shot,gun,30,M,,Lodi,CA,FALSE,attack,Car,FALSE
+Jesse Cadillo,3/14/2020,shot,gun,20,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Brandon Potter,3/15/2020,shot,gun,38,M,W,High Point,NC,FALSE,attack,,FALSE
+Catherine Gomez,3/15/2020,shot,knife,25,F,H,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Douglas J. Foster,3/15/2020,shot,gun,47,M,W,Lewistown,MT,FALSE,attack,Car,FALSE
+Dakota Yancey,3/15/2020,shot,gun,19,M,W,Chase City,VA,FALSE,other,Car,FALSE
+Darwin Foy,3/16/2020,shot,gun,35,M,B,Webster City,IA,FALSE,attack,Not fleeing,FALSE
+Juanito Ovalle,3/16/2020,shot,machete,58,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,3/16/2020,shot,gun,,M,,Miami,FL,TRUE,attack,Other,FALSE
+Dakota Wayne Yancey,3/16/2020,shot,gun,18,M,W,Mecklenburg,VA,FALSE,attack,,FALSE
+Marvin O'Reilly,3/16/2020,shot,undetermined,55,M,,Tucson,AZ,FALSE,undetermined,Foot,FALSE
+Charity Thorne,3/16/2020,shot,vehicle,42,F,W,Myerstown,PA,FALSE,attack,Car,FALSE
+William Simpkins,3/17/2020,shot,gun,39,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Harold Spencer,3/18/2020,shot,gun,61,M,B,Iota,LA,FALSE,other,,FALSE
+Steven Alire,3/18/2020,shot,gun,51,M,W,Orchard Mesa,CO,FALSE,other,Foot,FALSE
+Lebarron Ballard,3/18/2020,shot and Tasered,knife,28,M,B,Abilene,TX,FALSE,attack,Foot,FALSE
+Kyle Anthony Eichler,3/19/2020,shot,unknown weapon,33,M,W,Wheeling,MO,FALSE,undetermined,,FALSE
+Charles Parker,3/19/2020,shot and Tasered,knife,47,M,W,Port Jervis,NY,TRUE,other,Not fleeing,FALSE
+Larry Millraney,3/20/2020,shot,gun,39,M,W,Franklin County,TN,FALSE,attack,Car,FALSE
+Mycael Johnson,3/20/2020,shot,unarmed,31,M,B,Tallahassee,FL,FALSE,attack,Other,FALSE
+Kamall Koby Edwards,3/20/2020,shot,gun,18,M,B,Cuthbert,GA,FALSE,attack,Foot,FALSE
+Alvin Lamont Baum,3/20/2020,shot,gun,23,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Israel Lucas,3/21/2020,shot,undetermined,30,M,,Mojave,CA,FALSE,attack,,FALSE
+Bryan Pena,3/21/2020,shot,unknown weapon,28,M,,Taylorsville,UT,FALSE,other,Other,FALSE
+Gerald Johnson,3/22/2020,shot,toy weapon,55,M,,Sacramento,CA,FALSE,attack,Not fleeing,TRUE
+Carlos Delgado,3/23/2020,shot,pick-axe,46,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Charles Edward Marsh,3/23/2020,shot,gun,50,M,W,Mojave,CA,FALSE,attack,Not fleeing,FALSE
+Michael Wallace,3/24/2020,shot,gun,34,M,W,Schenectady,NY,TRUE,attack,Not fleeing,FALSE
+Kathryn R. Hale,3/24/2020,shot,vehicle,32,F,W,Shelton,WA,FALSE,attack,Car,FALSE
+Christopher Joel Mock,3/24/2020,shot,gun,45,M,W,WInston Salem,NC,FALSE,attack,Car,FALSE
+Maurico Hernandez,3/24/2020,shot,gun,31,M,H,El Paso,TX,FALSE,attack,Car,FALSE
+Matthew Moore,3/25/2020,shot,gun,19,M,W,Pahrump,NV,FALSE,attack,Not fleeing,TRUE
+Glenn A. White,3/25/2020,shot,knife,53,M,W,London,AR,TRUE,other,Not fleeing,FALSE
+Deanna Marie Owsianiak,3/26/2020,shot,gun,55,F,W,Ormond Beach,FL,FALSE,attack,Not fleeing,FALSE
+John Mark Hendrick,3/26/2020,shot,unarmed,32,M,W,Linwood,NC,FALSE,other,Car,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Portland,OR,FALSE,other,Not fleeing,FALSE
+Robert Harman Sword,3/27/2020,shot,gun,46,M,W,Buchanan,VA,TRUE,attack,Not fleeing,FALSE
+Tyrell Fincher,3/27/2020,shot,gun,26,M,B,Newburgh,NY,FALSE,attack,,TRUE
+TK TK,3/27/2020,shot,gun,,M,,Lehigh Acres,FL,FALSE,attack,Foot,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Salem,OR,FALSE,other,,FALSE
+Thomas Owens,3/28/2020,shot,gun,49,M,,Gray,KY,FALSE,attack,Not fleeing,FALSE
+Shane Farwell,3/28/2020,shot,gun,46,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+Jacob  Emry Mcilveen,3/29/2020,shot,gun,22,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Etonne Tanzymore,3/30/2020,shot,gun,38,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Jessie Stringfield,3/30/2020,shot,gun,44,M,W,Louisville,KY,FALSE,attack,Not fleeing,TRUE
+Anthony Eduardo Pacheco,3/31/2020,shot,sword,37,M,H,Pomona,CA,FALSE,other,Not fleeing,FALSE
+Valente Acosta-Bustillos,3/31/2020,shot,shovel,52,M,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Shane Tilman Kent,3/31/2020,shot,gun,29,M,W,Asheville,NC,FALSE,attack,Not fleeing,FALSE
+John H. Ross,3/31/2020,shot,gun and car,29,M,,Hinton,VA,FALSE,attack,Car,FALSE
+TK TK,3/31/2020,shot,knife,,,,Burkesville,KY,FALSE,attack,Car,FALSE
+Austin Hines,4/1/2020,shot,gun and vehicle,19,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Nathan R. Hodge,4/2/2020,shot,gun,66,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+David A. Xanatos,4/2/2020,shot,knife,40,M,W,Lincoln CIty,OR,FALSE,other,Not fleeing,FALSE
+Jose Moreno,4/2/2020,shot,Taser,30,M,H,Mesa,AZ,FALSE,attack,Other,FALSE
+Joseph Zahaczewski,4/2/2020,shot,gun,69,M,W,Irving,TX,FALSE,attack,,FALSE
+Jose Soto,4/2/2020,shot,unarmed,27,M,H,Manchester,CT,TRUE,other,Not fleeing,FALSE
+Leneard Bliss,4/4/2020,shot,knife,,M,,Nutter Fort,WV,FALSE,other,Not fleeing,FALSE
+TK TK,4/5/2020,shot,gun,59,M,,Hialeah,FL,FALSE,attack,Not fleeing,FALSE
+Carl Manning,4/5/2020,shot,unknown weapon,62,M,W,Manchester,NH,FALSE,other,Not fleeing,FALSE
+Michael Leon Hammett,4/5/2020,shot,knife,,M,W,Ada,OK,TRUE,attack,Not fleeing,FALSE
+Philip Castonguay,4/5/2020,shot,metal pipe,39,M,W,Milford,MA,FALSE,attack,Not fleeing,FALSE
+Richard Lee Kampstra,4/5/2020,shot,gun,67,M,W,Melbourne,FL,FALSE,other,,FALSE
+Kelvin Parks,4/6/2020,shot,gun,54,M,W,Florence,AL,FALSE,attack,Foot,FALSE
+Yamil Acevedo,4/6/2020,shot,vehicle,29,M,H,North Miami Beach,FL,FALSE,attack,Car,FALSE
+Brandon Mark Stokes,4/7/2020,shot,gun and car,37,M,,Eatonville,WA,TRUE,attack,Car,FALSE
+Idris Abdus-Salaam,4/7/2020,shot,knife,33,M,B,Knoxville,TN,FALSE,other,Not fleeing,FALSE
+Joshua Bacco,4/7/2020,shot,knife,31,M,W,El Mirage,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob Matthew Dau,4/7/2020,shot,vehicle,38,M,W,Clinton,IA,FALSE,other,Car,TRUE
+Derek T. Swanson,4/7/2020,shot,gun,28,M,W,Caddo Parish,LA,FALSE,attack,Other,FALSE
+Dewayne Curtis Lafond,4/7/2020,shot,gun,45,M,B,Refugio,TX,FALSE,attack,Not fleeing,FALSE
+Rick Howell,4/8/2020,shot,gun,59,M,W,Salisbury,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Dariandre Ruffin,4/8/2020,shot,gun,17,M,B,Columbia,SC,FALSE,other,Foot,FALSE
+Zyon Romeir Wyche,4/9/2020,shot,gun,19,M,B,Colonial Heights,VA,FALSE,attack,Foot,FALSE
+Kenneth Jeremy Blair,4/9/2020,shot,Taser,36,M,W,Winchester,TN,FALSE,attack,Foot,FALSE
+Zachary Shane Gifford,4/9/2020,shot,unarmed,39,M,W,Brandon,CO,FALSE,attack,Foot,FALSE
+Matt Goff,4/10/2020,shot,gun,,M,W,Klamath Falls,OR,FALSE,attack,Car,FALSE
+Giuseppe Particianone,4/10/2020,shot,unarmed,33,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Shawn Lee,4/11/2020,shot,machete,48,M,,Ritzville,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Lee Adams,4/11/2020,shot,gun,31,M,B,Pottstown,PA,FALSE,attack,Not fleeing,FALSE
+Leah Baker,4/11/2020,shot,knife,29,F,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Errol Bolin,4/11/2020,shot,gun,51,M,W,West Terre Haute,IN,FALSE,attack,Not fleeing,FALSE
+TK TK,4/11/2020,shot,gun,,M,,Clackamas County,OR,FALSE,attack,,FALSE
+Justin Silvernale,4/12/2020,shot,knife,35,M,W,Daly City,CA,TRUE,other,Car,FALSE
+Miguel Gomez,4/12/2020,shot,gun,56,M,,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,4/13/2020,shot,screwdriver,,M,,Jackson,MS,FALSE,attack,Foot,FALSE
+Javier Vidal,4/13/2020,shot,gun,36,M,H,Lamont,CA,FALSE,attack,Car,FALSE
+Thomas A. Powell,4/14/2020,shot,gun,31,M,W,Old Town,ME,FALSE,attack,Not fleeing,FALSE
+Tony Clements,4/15/2020,shot,gun,33,M,,Hubert,NC,FALSE,attack,Not fleeing,FALSE
+Leslie Flynn,4/15/2020,shot,gun,39,M,W,Blair,NE,FALSE,attack,Not fleeing,FALSE
+Randy Ashland,4/15/2020,shot,gun,58,M,W,Waukesha,WI,FALSE,attack,Not fleeing,FALSE
+Goldie Bellinger,4/15/2020,shot,gun,39,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Barraza,4/16/2020,shot,gun and car,24,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Salvatore Friscia,4/16/2020,shot,vehicle,48,M,W,Philipsburg,MT,FALSE,attack,Not fleeing,FALSE
+Anthony Wilson,4/16/2020,shot,gun,28,M,,Jefferson City,MO,FALSE,attack,Foot,FALSE
+Jasman Washington,4/16/2020,shot,vehicle,31,M,B,Lubbock,TX,FALSE,attack,Car,FALSE
+Derick L. Powe,4/17/2020,shot,gun,,M,B,Daphne,AL,TRUE,attack,Not fleeing,FALSE
+Marcus Eugene Epps,4/17/2020,shot,knife,43,M,W,Anderson,SC,FALSE,attack,,FALSE
+Steven Taylor,4/18/2020,shot,baseball bat,33,M,B,San Leandro,CA,FALSE,other,Not fleeing,FALSE
+Willie J. Hampton,4/18/2020,shot,gun,37,M,,Raytown,MO,FALSE,other,Not fleeing,FALSE
+Austin Dean Heights,4/18/2020,shot,gun,24,M,W,Mankato,MN,TRUE,attack,Other,FALSE
+Mason Workman,4/19/2020,shot,gun,40,M,W,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Virgill Thrope,4/19/2020,shot,gun,28,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Chase Rosa,4/21/2020,shot,gun,24,M,B,Las Vegas,NV,FALSE,attack,Car,TRUE
+Nicholas Chavez,4/21/2020,shot,sharp object,27,M,H,Houston,TX,TRUE,other,Foot,FALSE
+Elmer L. Mack,4/22/2020,shot,gun,40,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Christopher Lawson,4/22/2020,shot,gun,31,M,,Springfield,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,4/22/2020,shot,knife,,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Joshua Johnson,4/22/2020,shot,toy weapon,35,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Luan Agolli,4/23/2020,shot,gun,42,M,W,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Fred Brown,4/23/2020,shot,unarmed,34,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Michael Ramos,4/24/2020,shot,unarmed,42,M,H,Austin,TX,FALSE,undetermined,Car,FALSE
+Timothy Darryl Slides,4/24/2020,shot,gun,28,M,,Lenoir,NC,FALSE,attack,Not fleeing,TRUE
+Brandan Reid Nylander,4/24/2020,shot,gun,24,M,W,Napa,CA,FALSE,other,Car,FALSE
+Marlon Aaron Bonds,4/24/2020,shot,gun,53,M,,Denton,TX,FALSE,attack,,FALSE
+Roy Joiner,4/24/2020,shot,gun,67,M,,Adel,GA,FALSE,attack,Not fleeing,FALSE
+Reed Rickabaugh,4/24/2020,shot,gun,59,M,W,Hiram,ME,FALSE,attack,Not fleeing,FALSE
+Farron Morris Hammond,4/25/2020,shot,gun,61,M,W,Hogansville,GA,FALSE,attack,Not fleeing,FALSE
+Bradley G. Pullman,4/26/2020,shot,vehicle,48,M,,Wayne,NJ,FALSE,other,Car,FALSE
+De Quang Tran,4/26/2020,shot,gun,26,M,A,La Plata,MD,FALSE,attack,Not fleeing,FALSE
+Nicolas Chavez,4/27/2020,shot,sharp object,27,M,,Houston,TX,TRUE,other,Not fleeing,FALSE
+Robert Musser,4/28/2020,shot,gun,32,M,W,Buckeye,AZ,FALSE,attack,Car,FALSE
+William E. Abbe,4/28/2020,shot and Tasered,sharp object,50,M,W,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Caballero,4/29/2020,shot,gun,38,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Artemio Mondragon Alfaro,4/29/2020,shot,vehicle,29,M,W,Madera County,CA,FALSE,attack,Other,FALSE
+Malcolm Xavier Ray Williams,4/29/2020,shot,gun,27,M,B,Jeffersonville,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,4/30/2020,shot,gun,,M,,Los Angeles,CA,FALSE,other,Car,FALSE
+Timothy Alan Gilbert,4/30/2020,shot,gun,43,M,W,Martin County,KY,FALSE,attack,Car,FALSE
+William Debose,5/1/2020,shot,gun,21,M,B,Denver,CO,FALSE,other,Other,TRUE
+Nicholas Bils,5/1/2020,shot,unarmed,36,M,W,San Diego,CA,TRUE,other,Foot,FALSE
+Shaun Lee Fuhr,5/1/2020,shot,unarmed,24,M,B,Seattle,WA,FALSE,attack,Foot,TRUE
+TK TK,5/1/2020,shot,knife,,M,,Hialeah,FL,FALSE,undetermined,Foot,FALSE
+Brent Martin,5/1/2020,shot,gun,32,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Said Joquin,5/1/2020,shot,gun,26,M,B,Lakewood,WA,FALSE,attack,Not fleeing,FALSE
+Michael Ferguson,5/3/2020,shot,gun,54,M,W,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Kortney Shawn Price,5/3/2020,shot,gun,44,M,W,Caldwell County,NC,FALSE,other,Car,TRUE
+Michael Faries,5/3/2020,shot,gun,69,M,W,Oakland City,IN,FALSE,other,Not fleeing,FALSE
+Filipe Periera,5/3/2020,shot,gun,45,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Armando Salvatierra,5/3/2020,shot,knife,26,M,H,San Jose,CA,FALSE,attack,Not fleeing,TRUE
+Chad Adams,5/3/2020,shot,gun,43,M,W,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Phillip Michael Carney,5/3/2020,shot,gun,38,M,W,Overland Park,KS,FALSE,attack,Car,FALSE
+Tyler Wayne Kracht,5/3/2020,shot,undetermined,28,M,,Sterling,CO,FALSE,other,Car,FALSE
+Mark Anthony Jones,5/4/2020,shot,knife,36,M,,Monterey Park,CA,FALSE,other,Not fleeing,FALSE
+Demontre Bruner,5/4/2020,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,FALSE
+Qavon Webb,5/5/2020,shot,gun,23,M,B,Webster Groves,MO,FALSE,attack,Not fleeing,FALSE
+Sandra Lee Harmon,5/5/2020,shot,gun,56,F,W,Half Moon Bay,CA,FALSE,attack,Not fleeing,FALSE
+William Shimp,5/5/2020,shot,gun,33,M,W,Kansas City,MO,FALSE,attack,Car,FALSE
+Justin Charland,5/5/2020,shot,samurai sword,40,M,W,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Jah'Sean Iandie Hodge,5/5/2020,shot,knife,21,M,B,St. Cloud,FL,FALSE,other,Foot,FALSE
+Alfredo Delarosa,5/5/2020,shot and Tasered,Taser,20,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Dreasjon Reed,5/6/2020,shot,gun,21,M,B,Indianapolis,IN,FALSE,attack,Car,TRUE
+TK TK,5/6/2020,shot,knife,20,M,,Renton,WA,FALSE,other,,FALSE
+James Joseph James,5/6/2020,shot,knife,47,M,W,Graham,NC,FALSE,attack,Car,FALSE
+Vincent Ralph Pena,5/6/2020,shot,gun,38,M,H,Commerce City,CO,FALSE,attack,Foot,FALSE
+Ruben Escarrega,5/7/2020,shot,knife,31,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+James Pease,5/7/2020,shot,gun,51,M,W,Jean,NV,FALSE,attack,Car,FALSE
+McHale Rose,5/7/2020,shot,gun,19,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Gomez,5/7/2020,shot,knife,21,M,H,Wasco,CA,FALSE,attack,Not fleeing,FALSE
+Adrian Medearis,5/8/2020,shot,Taser,48,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Lloyd Nelson,5/8/2020,shot,gun,47,M,,Pasadena,CA,FALSE,other,Car,FALSE
+Edgar Melgar,5/9/2020,shot,gun,42,M,H,Green Bay,WI,FALSE,attack,Not fleeing,FALSE
+Finan H. Berhe,5/9/2020,shot,knife,30,M,B,Silver Spring,MD,FALSE,other,Not fleeing,TRUE
+Yassin Mohamed,5/9/2020,shot,rock,47,M,B,Claxton,GA,FALSE,attack,Foot,FALSE
+Darrin Jon Patterson,5/9/2020,shot,gun,57,M,W,Idaho Springs,CO,FALSE,attack,Car,FALSE
+Jonathan Carter,5/9/2020,shot,unknown weapon,27,M,W,Calypso,NC,FALSE,other,Not fleeing,FALSE
+Jayson Thompson,5/9/2020,shot,knife,33,M,,Grand Junction,CO,FALSE,other,,FALSE
+Ward Benjamin McClain,5/9/2020,shot,gun,25,M,,Greenville,SC,FALSE,attack,Foot,FALSE
+David Urrea,5/10/2020,shot,knife,50,M,W,Joshua Tree,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2020,shot,hammer,,M,,Laguna Niguel,CA,FALSE,undetermined,,FALSE
+Gregory Howe,5/12/2020,shot,gun,37,M,W,Deltona,FL,FALSE,attack,Car,TRUE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Rayshard Scales,5/14/2020,shot,toy weapon,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Robert Tincher,5/14/2020,shot,knife,49,M,W,Union Township,OH,TRUE,other,Not fleeing,FALSE
+Anthony Ysaac,5/14/2020,shot,gun,26,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Donny Leek,5/14/2020,shot,gun,47,M,W,San Angelo,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Angel,5/14/2020,shot,gun,30,M,,Rapid City,SD,FALSE,attack,Car,FALSE
+Roy Ogden,5/15/2020,shot,gun,65,M,,Ladson,SC,FALSE,attack,Car,FALSE
+TK TK,5/15/2020,shot,gun,42,M,,San Leandro,CA,FALSE,attack,Not fleeing,FALSE
+Robert Avila,5/15/2020,shot,vehicle,31,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Hunter Carlstrom,5/15/2020,shot,gun,33,M,W,Oxford,MS,FALSE,attack,Car,FALSE
+Robert Johnson,5/16/2020,shot,gun,29,M,B,Essex,MD,FALSE,other,Not fleeing,TRUE
+Wallace Dean Staples,5/16/2020,shot,gun,42,M,W,Greenville,GA,FALSE,attack,Foot,FALSE
+Randy Roszell Lewis,5/16/2020,shot,knife,38,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Juan M. Montalvo,5/17/2020,shot,gun,25,M,H,Pasco,WA,FALSE,attack,,FALSE
+Brian Cooper,5/17/2020,shot,gun,49,M,,Germantown,TN,FALSE,other,Not fleeing,FALSE
+Bernard Ledlow,5/17/2020,shot,gun,39,M,W,East Baton Rouge,LA,FALSE,attack,Other,FALSE
+Robert Wayne Lawson,5/18/2020,shot,gun,64,M,W,St. Francis County,AR,FALSE,attack,Not fleeing,FALSE
+Jacob Bubb,5/18/2020,shot,gun,28,M,W,Suring,WI,FALSE,other,Not fleeing,FALSE
+Levi Morse,5/19/2020,shot,gun,32,M,W,Chunchula,AL,FALSE,attack,Not fleeing,FALSE
+Wilbon Cleveland Woodard,5/19/2020,shot,unknown weapon,69,M,W,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Tyler Hays,5/19/2020,shot,unarmed,29,M,W,Sale Creek,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,5/19/2020,shot and Tasered,knife,,M,,Seattle,WA,FALSE,undetermined,Foot,TRUE
+TK TK,5/20/2020,shot,gun,,M,,Viera,FL,TRUE,attack,Not fleeing,FALSE
+Tobby Wiggins,5/20/2020,shot,undetermined,45,M,B,Atmore,AL,FALSE,other,Foot,FALSE
+Ryan Whitaker,5/21/2020,shot,gun,40,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Willie Lee Quarles,5/21/2020,shot,gun,60,M,B,Greenwood,SC,FALSE,attack,Not fleeing,FALSE
+Bernardo Palacios-Carbajal,5/23/2020,shot,gun,22,M,H,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Maurice S. Gordon,5/23/2020,shot,unarmed,28,M,B,Bass River,NJ,FALSE,other,Not fleeing,FALSE
+Christopher Clark,5/23/2020,shot,gun,36,M,,Paterson,NJ,FALSE,undetermined,,FALSE
+Gary Kevin Partin,5/23/2020,shot,gun,57,M,,Bell County,KY,FALSE,other,Car,FALSE
+Michael Snyder,5/24/2020,shot,gun,44,M,,Bulls Gap,TN,TRUE,attack,Foot,FALSE
+Anthony Grove,5/24/2020,shot,gun,52,M,,Flathead County,MT,FALSE,attack,Not fleeing,FALSE
+Gary P. Dorton,5/25/2020,shot,knife,43,M,,Jonesborough,TN,TRUE,attack,Not fleeing,FALSE
+Joe Louis Castillanos,5/25/2020,shot,gun,38,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dion Johnson,5/25/2020,shot,undetermined,28,M,B,Phoenix,AZ,FALSE,undetermined,Not fleeing,FALSE
+Reymar Gagarin,5/25/2020,shot,toy weapon,35,M,,Modesto,CA,TRUE,attack,Not fleeing,TRUE
+Justin Mink,5/25/2020,shot,knife,33,M,,League City,TX,FALSE,attack,Not fleeing,FALSE
+Richard Councilman,5/26/2020,shot,toy weapon,,M,,Jamestown,CA,TRUE,other,Not fleeing,FALSE
+Jason Jesse Gallegos,5/26/2020,shot,gun,37,M,W,Lansing,MI,TRUE,attack,Not fleeing,TRUE
+Kenneth Bennett,5/26/2020,shot,toy weapon,61,M,,Manlius,NY,TRUE,attack,Not fleeing,FALSE
+John Alvarado,5/26/2020,shot,gun,22,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Tracy Drowne,5/26/2020,shot,gun,42,F,W,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,5/26/2020,shot,gun,,M,,Thornton,CO,FALSE,attack,,FALSE
+Robert Avitia,5/26/2020,shot,gun,18,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+John Vik,5/26/2020,shot,gun,47,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+John Allen Dunaway,5/26/2020,shot and Tasered,undetermined,61,M,,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Tony McDade,5/27/2020,shot,gun,38,M,B,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Joshua Blessed,5/27/2020,shot,vehicle and gun,58,M,W,Geneseo,NY,FALSE,attack,Car,FALSE
+Rommel Mendoza,5/27/2020,shot,sword,50,M,H,Los Angeles,CA,FALSE,attack,,FALSE
+Hector Hernandez,5/27/2020,shot,knife,31,M,H,Fullerton,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Scott,5/27/2020,shot,knife,30,M,,Wilburton,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2020,shot,undetermined,,M,,Luverne,AL,FALSE,undetermined,Not fleeing,FALSE
+Modesto Reyes,5/27/2020,shot and Tasered,gun,35,M,B,Jefferson Parish,LA,FALSE,attack,Other,TRUE
+John Benedict Coleman,5/28/2020,shot,gun,53,M,W,Ogden,UT,FALSE,attack,Not fleeing,FALSE
+Steven Edward Ferguson,5/28/2020,shot,vehicle,31,M,W,Centennial,CO,FALSE,attack,Car,FALSE
+TK TK,5/28/2020,shot,crowbar,,M,,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Ruben Smith,5/28/2020,shot,gun,35,M,B,North Little Rock,AR,FALSE,other,Not fleeing,FALSE
+TK TK,5/28/2020,shot and Tasered,knife,,M,,Washington County,OR,FALSE,other,Not fleeing,TRUE
+Heba Momtaz Al-Azhari,5/29/2020,shot,knife,22,F,O,Temple Terrace,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/29/2020,shot,toy weapon,,M,W,Lancaster,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,gun,32,M,A,San Diego,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,knife,,M,,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Momodou Lamin Sisay,5/29/2020,shot,gun,39,M,B,Snellville,GA,FALSE,attack,Car,FALSE
+Jarvis Sullivan,5/29/2020,shot,vehicle,44,M,B,Yulee,FL,FALSE,attack,Car,FALSE
+Derrick Thompson,5/30/2020,shot,gun,46,M,B,Fountain,FL,FALSE,attack,Not fleeing,FALSE
+Israel Berry,5/31/2020,shot,undetermined,49,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Thomas Sutherlin,5/31/2020,shot and Tasered,gun,32,M,W,Watertown,WI,FALSE,attack,Not fleeing,FALSE
+David McAtee,6/1/2020,shot,gun,53,M,B,Louisville,KY,FALSE,attack,,TRUE
+Jorge Gomez,6/1/2020,shot,gun,25,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Emblem Moore,6/1/2020,shot,undetermined,36,M,W,Fayetteville,AR,FALSE,undetermined,Not fleeing,FALSE
+Robert James Lyon,6/2/2020,shot,gun,65,M,,Cottonwood,CA,FALSE,other,Not fleeing,FALSE
+Sean Monterrosa,6/2/2020,shot,hammer,22,M,H,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Tyquarn Graves,6/2/2020,shot,gun,33,M,B,Brooklyn,NY,FALSE,other,Not fleeing,TRUE
+Mary Lawrence,6/3/2020,shot,knife,39,F,W,Poteau,OK,FALSE,other,Not fleeing,FALSE
+Gregory W. Hallback,6/3/2020,shot,gun,44,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Eric A. Galvan,6/3/2020,shot,gun,25,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Scott Anderson Hutton,6/3/2020,shot,undetermined,36,M,W,Alexander,AR,FALSE,undetermined,Not fleeing,FALSE
+Benjamin Ballard,6/5/2020,shot,gun,42,M,W,Mustang,OK,FALSE,attack,Not fleeing,FALSE
+Kamal Flowers,6/6/2020,shot,gun,24,M,B,New Rochelle,NY,FALSE,attack,Foot,FALSE
+Erik Salgado,6/6/2020,shot,undetermined,22,M,H,Oakland,CA,FALSE,undetermined,Not fleeing,FALSE
+Gregory Lee Turnure,6/6/2020,shot,metal pipe,37,M,,Clarkrange,TN,FALSE,attack,Not fleeing,FALSE
+Jeffrey McClure,6/7/2020,shot,pellet gun,26,M,,East Northport,NY,FALSE,other,Not fleeing,FALSE
+Jarrid Hurst,6/7/2020,shot,knife,35,M,W,Industry,CA,TRUE,other,Not fleeing,FALSE
+Michael Seltzer,6/8/2020,shot,gun,81,M,,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Marcus James Uribe,6/9/2020,shot,gun,31,M,,Englewood,CO,FALSE,attack,,FALSE
+Lewis Ruffin,6/9/2020,shot,gun,38,M,B,Orlando,FL,FALSE,attack,,FALSE
+Jerry M. Bethel,6/10/2020,shot,gun,59,M,,Weippe,ID,FALSE,attack,,FALSE
+Gregorio Cruz Vanloo,6/11/2020,shot,gun,28,M,W,DeKalb County,TN,FALSE,other,Other,FALSE
+Mason James Lira,6/11/2020,shot,gun,26,M,W,Paso Robles,CA,TRUE,attack,Foot,FALSE
+Michael Thomas,6/11/2020,shot,undetermined,62,M,B,Lancaster,CA,FALSE,undetermined,Not fleeing,FALSE
+Rayshard Brooks,6/12/2020,shot,Taser,27,M,B,Atlanta,GA,FALSE,attack,Foot,TRUE
+Caine Van Pelt,6/12/2020,shot,gun,23,M,B,Crown Point,IN,FALSE,attack,Car,FALSE
+Hannah Fizer,6/13/2020,shot,unarmed,25,F,W,Sedalia,MO,FALSE,other,Not fleeing,FALSE
+William Slyter,6/13/2020,shot,gun,22,M,W,Kansas City,MO,FALSE,other,Other,FALSE
+TK TK,6/13/2020,shot,undetermined,,M,,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Nicholas Hirsh,6/15/2020,shot,gun,31,M,W,Lawrence,KS,FALSE,attack,Car,FALSE
+TK TK,6/16/2020,shot,gun,24,M,,Beach Park,IL,FALSE,attack,Not fleeing,FALSE
+TK TK,6/16/2020,shot,gun,27,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
diff --git a/topic_14/datasets/happiness/.gitkeep b/topic_14/datasets/happiness/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_14/datasets/happiness/2015.csv b/topic_14/datasets/happiness/2015.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e70b5719cc5680ca0d0e6adedcc9db27be432752
--- /dev/null
+++ b/topic_14/datasets/happiness/2015.csv
@@ -0,0 +1,159 @@
+Country,Region,Happiness Rank,Happiness Score,Standard Error,Economy (GDP per Capita),Family,Health (Life Expectancy),Freedom,Trust (Government Corruption),Generosity,Dystopia Residual
+Switzerland,Western Europe,1,7.587,0.03411,1.39651,1.34951,0.94143,0.66557,0.41978,0.29678,2.51738
+Iceland,Western Europe,2,7.561,0.04884,1.30232,1.40223,0.94784,0.62877,0.14145,0.4363,2.70201
+Denmark,Western Europe,3,7.527,0.03328,1.32548,1.36058,0.87464,0.64938,0.48357,0.34139,2.49204
+Norway,Western Europe,4,7.522,0.0388,1.459,1.33095,0.88521,0.66973,0.36503,0.34699,2.46531
+Canada,North America,5,7.427,0.03553,1.32629,1.32261,0.90563,0.63297,0.32957,0.45811,2.45176
+Finland,Western Europe,6,7.406,0.0314,1.29025,1.31826,0.88911,0.64169,0.41372,0.23351,2.61955
+Netherlands,Western Europe,7,7.378,0.02799,1.32944,1.28017,0.89284,0.61576,0.31814,0.4761,2.4657
+Sweden,Western Europe,8,7.364,0.03157,1.33171,1.28907,0.91087,0.6598,0.43844,0.36262,2.37119
+New Zealand,Australia and New Zealand,9,7.286,0.03371,1.25018,1.31967,0.90837,0.63938,0.42922,0.47501,2.26425
+Australia,Australia and New Zealand,10,7.284,0.04083,1.33358,1.30923,0.93156,0.65124,0.35637,0.43562,2.26646
+Israel,Middle East and Northern Africa,11,7.278,0.0347,1.22857,1.22393,0.91387,0.41319,0.07785,0.33172,3.08854
+Costa Rica,Latin America and Caribbean,12,7.226,0.04454,0.95578,1.23788,0.86027,0.63376,0.10583,0.25497,3.17728
+Austria,Western Europe,13,7.2,0.03751,1.33723,1.29704,0.89042,0.62433,0.18676,0.33088,2.5332
+Mexico,Latin America and Caribbean,14,7.187,0.04176,1.02054,0.91451,0.81444,0.48181,0.21312,0.14074,3.60214
+United States,North America,15,7.119,0.03839,1.39451,1.24711,0.86179,0.54604,0.1589,0.40105,2.51011
+Brazil,Latin America and Caribbean,16,6.983,0.04076,0.98124,1.23287,0.69702,0.49049,0.17521,0.14574,3.26001
+Luxembourg,Western Europe,17,6.946,0.03499,1.56391,1.21963,0.91894,0.61583,0.37798,0.28034,1.96961
+Ireland,Western Europe,18,6.94,0.03676,1.33596,1.36948,0.89533,0.61777,0.28703,0.45901,1.9757
+Belgium,Western Europe,19,6.937,0.03595,1.30782,1.28566,0.89667,0.5845,0.2254,0.2225,2.41484
+United Arab Emirates,Middle East and Northern Africa,20,6.901,0.03729,1.42727,1.12575,0.80925,0.64157,0.38583,0.26428,2.24743
+United Kingdom,Western Europe,21,6.867,0.01866,1.26637,1.28548,0.90943,0.59625,0.32067,0.51912,1.96994
+Oman,Middle East and Northern Africa,22,6.853,0.05335,1.36011,1.08182,0.76276,0.63274,0.32524,0.21542,2.47489
+Venezuela,Latin America and Caribbean,23,6.81,0.06476,1.04424,1.25596,0.72052,0.42908,0.11069,0.05841,3.19131
+Singapore,Southeastern Asia,24,6.798,0.0378,1.52186,1.02,1.02525,0.54252,0.4921,0.31105,1.88501
+Panama,Latin America and Caribbean,25,6.786,0.0491,1.06353,1.1985,0.79661,0.5421,0.0927,0.24434,2.84848
+Germany,Western Europe,26,6.75,0.01848,1.32792,1.29937,0.89186,0.61477,0.21843,0.28214,2.11569
+Chile,Latin America and Caribbean,27,6.67,0.058,1.10715,1.12447,0.85857,0.44132,0.12869,0.33363,2.67585
+Qatar,Middle East and Northern Africa,28,6.611,0.06257,1.69042,1.0786,0.79733,0.6404,0.52208,0.32573,1.55674
+France,Western Europe,29,6.575,0.03512,1.27778,1.26038,0.94579,0.55011,0.20646,0.12332,2.21126
+Argentina,Latin America and Caribbean,30,6.574,0.04612,1.05351,1.24823,0.78723,0.44974,0.08484,0.11451,2.836
+Czech Republic,Central and Eastern Europe,31,6.505,0.04168,1.17898,1.20643,0.84483,0.46364,0.02652,0.10686,2.67782
+Uruguay,Latin America and Caribbean,32,6.485,0.04539,1.06166,1.2089,0.8116,0.60362,0.24558,0.2324,2.32142
+Colombia,Latin America and Caribbean,33,6.477,0.05051,0.91861,1.24018,0.69077,0.53466,0.0512,0.18401,2.85737
+Thailand,Southeastern Asia,34,6.455,0.03557,0.9669,1.26504,0.7385,0.55664,0.03187,0.5763,2.31945
+Saudi Arabia,Middle East and Northern Africa,35,6.411,0.04633,1.39541,1.08393,0.72025,0.31048,0.32524,0.13706,2.43872
+Spain,Western Europe,36,6.329,0.03468,1.23011,1.31379,0.95562,0.45951,0.06398,0.18227,2.12367
+Malta,Western Europe,37,6.302,0.04206,1.2074,1.30203,0.88721,0.60365,0.13586,0.51752,1.6488
+Taiwan,Eastern Asia,38,6.298,0.03868,1.29098,1.07617,0.8753,0.3974,0.08129,0.25376,2.32323
+Kuwait,Middle East and Northern Africa,39,6.295,0.04456,1.55422,1.16594,0.72492,0.55499,0.25609,0.16228,1.87634
+Suriname,Latin America and Caribbean,40,6.269,0.09811,0.99534,0.972,0.6082,0.59657,0.13633,0.16991,2.79094
+Trinidad and Tobago,Latin America and Caribbean,41,6.168,0.10895,1.21183,1.18354,0.61483,0.55884,0.0114,0.31844,2.26882
+El Salvador,Latin America and Caribbean,42,6.13,0.05618,0.76454,1.02507,0.67737,0.4035,0.11776,0.10692,3.035
+Guatemala,Latin America and Caribbean,43,6.123,0.05224,0.74553,1.04356,0.64425,0.57733,0.09472,0.27489,2.74255
+Uzbekistan,Central and Eastern Europe,44,6.003,0.04361,0.63244,1.34043,0.59772,0.65821,0.30826,0.22837,2.23741
+Slovakia,Central and Eastern Europe,45,5.995,0.04267,1.16891,1.26999,0.78902,0.31751,0.03431,0.16893,2.24639
+Japan,Eastern Asia,46,5.987,0.03581,1.27074,1.25712,0.99111,0.49615,0.1806,0.10705,1.68435
+South Korea,Eastern Asia,47,5.984,0.04098,1.24461,0.95774,0.96538,0.33208,0.07857,0.18557,2.21978
+Ecuador,Latin America and Caribbean,48,5.975,0.04528,0.86402,0.99903,0.79075,0.48574,0.1809,0.11541,2.53942
+Bahrain,Middle East and Northern Africa,49,5.96,0.05412,1.32376,1.21624,0.74716,0.45492,0.306,0.17362,1.73797
+Italy,Western Europe,50,5.948,0.03914,1.25114,1.19777,0.95446,0.26236,0.02901,0.22823,2.02518
+Bolivia,Latin America and Caribbean,51,5.89,0.05642,0.68133,0.97841,0.5392,0.57414,0.088,0.20536,2.82334
+Moldova,Central and Eastern Europe,52,5.889,0.03799,0.59448,1.01528,0.61826,0.32818,0.01615,0.20951,3.10712
+Paraguay,Latin America and Caribbean,53,5.878,0.04563,0.75985,1.30477,0.66098,0.53899,0.08242,0.3424,2.18896
+Kazakhstan,Central and Eastern Europe,54,5.855,0.04114,1.12254,1.12241,0.64368,0.51649,0.08454,0.11827,2.24729
+Slovenia,Central and Eastern Europe,55,5.848,0.04251,1.18498,1.27385,0.87337,0.60855,0.03787,0.25328,1.61583
+Lithuania,Central and Eastern Europe,56,5.833,0.03843,1.14723,1.25745,0.73128,0.21342,0.01031,0.02641,2.44649
+Nicaragua,Latin America and Caribbean,57,5.828,0.05371,0.59325,1.14184,0.74314,0.55475,0.19317,0.27815,2.32407
+Peru,Latin America and Caribbean,58,5.824,0.04615,0.90019,0.97459,0.73017,0.41496,0.05989,0.14982,2.5945
+Belarus,Central and Eastern Europe,59,5.813,0.03938,1.03192,1.23289,0.73608,0.37938,0.1909,0.11046,2.1309
+Poland,Central and Eastern Europe,60,5.791,0.04263,1.12555,1.27948,0.77903,0.53122,0.04212,0.16759,1.86565
+Malaysia,Southeastern Asia,61,5.77,0.0433,1.12486,1.07023,0.72394,0.53024,0.10501,0.33075,1.88541
+Croatia,Central and Eastern Europe,62,5.759,0.04394,1.08254,0.79624,0.78805,0.25883,0.0243,0.05444,2.75414
+Libya,Middle East and Northern Africa,63,5.754,0.07832,1.13145,1.11862,0.7038,0.41668,0.11023,0.18295,2.09066
+Russia,Central and Eastern Europe,64,5.716,0.03135,1.13764,1.23617,0.66926,0.36679,0.03005,0.00199,2.27394
+Jamaica,Latin America and Caribbean,65,5.709,0.13693,0.81038,1.15102,0.68741,0.50442,0.02299,0.2123,2.32038
+North Cyprus,Western Europe,66,5.695,0.05635,1.20806,1.07008,0.92356,0.49027,0.1428,0.26169,1.59888
+Cyprus,Western Europe,67,5.689,0.0558,1.20813,0.89318,0.92356,0.40672,0.06146,0.30638,1.88931
+Algeria,Middle East and Northern Africa,68,5.605,0.05099,0.93929,1.07772,0.61766,0.28579,0.17383,0.07822,2.43209
+Kosovo,Central and Eastern Europe,69,5.589,0.05018,0.80148,0.81198,0.63132,0.24749,0.04741,0.2831,2.76579
+Turkmenistan,Central and Eastern Europe,70,5.548,0.04175,0.95847,1.22668,0.53886,0.4761,0.30844,0.16979,1.86984
+Mauritius,Sub-Saharan Africa,71,5.477,0.07197,1.00761,0.98521,0.7095,0.56066,0.07521,0.37744,1.76145
+Hong Kong,Eastern Asia,72,5.474,0.05051,1.38604,1.05818,1.01328,0.59608,0.37124,0.39478,0.65429
+Estonia,Central and Eastern Europe,73,5.429,0.04013,1.15174,1.22791,0.77361,0.44888,0.15184,0.0868,1.58782
+Indonesia,Southeastern Asia,74,5.399,0.02596,0.82827,1.08708,0.63793,0.46611,0,0.51535,1.86399
+Vietnam,Southeastern Asia,75,5.36,0.03107,0.63216,0.91226,0.74676,0.59444,0.10441,0.1686,2.20173
+Turkey,Middle East and Northern Africa,76,5.332,0.03864,1.06098,0.94632,0.73172,0.22815,0.15746,0.12253,2.08528
+Kyrgyzstan,Central and Eastern Europe,77,5.286,0.03823,0.47428,1.15115,0.65088,0.43477,0.04232,0.3003,2.2327
+Nigeria,Sub-Saharan Africa,78,5.268,0.04192,0.65435,0.90432,0.16007,0.34334,0.0403,0.27233,2.89319
+Bhutan,Southern Asia,79,5.253,0.03225,0.77042,1.10395,0.57407,0.53206,0.15445,0.47998,1.63794
+Azerbaijan,Central and Eastern Europe,80,5.212,0.03363,1.02389,0.93793,0.64045,0.3703,0.16065,0.07799,2.00073
+Pakistan,Southern Asia,81,5.194,0.03726,0.59543,0.41411,0.51466,0.12102,0.10464,0.33671,3.10709
+Jordan,Middle East and Northern Africa,82,5.192,0.04524,0.90198,1.05392,0.69639,0.40661,0.14293,0.11053,1.87996
+Montenegro,Central and Eastern Europe,82,5.192,0.05235,0.97438,0.90557,0.72521,0.1826,0.14296,0.1614,2.10017
+China,Eastern Asia,84,5.14,0.02424,0.89012,0.94675,0.81658,0.51697,0.02781,0.08185,1.8604
+Zambia,Sub-Saharan Africa,85,5.129,0.06988,0.47038,0.91612,0.29924,0.48827,0.12468,0.19591,2.6343
+Romania,Central and Eastern Europe,86,5.124,0.06607,1.04345,0.88588,0.7689,0.35068,0.00649,0.13748,1.93129
+Serbia,Central and Eastern Europe,87,5.123,0.04864,0.92053,1.00964,0.74836,0.20107,0.02617,0.19231,2.025
+Portugal,Western Europe,88,5.102,0.04802,1.15991,1.13935,0.87519,0.51469,0.01078,0.13719,1.26462
+Latvia,Central and Eastern Europe,89,5.098,0.0464,1.11312,1.09562,0.72437,0.29671,0.06332,0.18226,1.62215
+Philippines,Southeastern Asia,90,5.073,0.04934,0.70532,1.03516,0.58114,0.62545,0.12279,0.24991,1.7536
+Somaliland region,Sub-Saharan Africa,91,5.057,0.06161,0.18847,0.95152,0.43873,0.46582,0.39928,0.50318,2.11032
+Morocco,Middle East and Northern Africa,92,5.013,0.0342,0.73479,0.64095,0.60954,0.41691,0.08546,0.07172,2.45373
+Macedonia,Central and Eastern Europe,93,5.007,0.05376,0.91851,1.00232,0.73545,0.33457,0.05327,0.22359,1.73933
+Mozambique,Sub-Saharan Africa,94,4.971,0.07896,0.08308,1.02626,0.09131,0.34037,0.15603,0.22269,3.05137
+Albania,Central and Eastern Europe,95,4.959,0.05013,0.87867,0.80434,0.81325,0.35733,0.06413,0.14272,1.89894
+Bosnia and Herzegovina,Central and Eastern Europe,96,4.949,0.06913,0.83223,0.91916,0.79081,0.09245,0.00227,0.24808,2.06367
+Lesotho,Sub-Saharan Africa,97,4.898,0.09438,0.37545,1.04103,0.07612,0.31767,0.12504,0.16388,2.79832
+Dominican Republic,Latin America and Caribbean,98,4.885,0.07446,0.89537,1.17202,0.66825,0.57672,0.14234,0.21684,1.21305
+Laos,Southeastern Asia,99,4.876,0.06698,0.59066,0.73803,0.54909,0.59591,0.24249,0.42192,1.73799
+Mongolia,Eastern Asia,100,4.874,0.03313,0.82819,1.3006,0.60268,0.43626,0.02666,0.3323,1.34759
+Swaziland,Sub-Saharan Africa,101,4.867,0.08742,0.71206,1.07284,0.07566,0.30658,0.0306,0.18259,2.48676
+Greece,Western Europe,102,4.857,0.05062,1.15406,0.92933,0.88213,0.07699,0.01397,0,1.80101
+Lebanon,Middle East and Northern Africa,103,4.839,0.04337,1.02564,0.80001,0.83947,0.33916,0.04582,0.21854,1.57059
+Hungary,Central and Eastern Europe,104,4.8,0.06107,1.12094,1.20215,0.75905,0.32112,0.02758,0.128,1.24074
+Honduras,Latin America and Caribbean,105,4.788,0.05648,0.59532,0.95348,0.6951,0.40148,0.06825,0.23027,1.84408
+Tajikistan,Central and Eastern Europe,106,4.786,0.03198,0.39047,0.85563,0.57379,0.47216,0.15072,0.22974,2.11399
+Tunisia,Middle East and Northern Africa,107,4.739,0.03589,0.88113,0.60429,0.73793,0.26268,0.06358,0.06431,2.12466
+Palestinian Territories,Middle East and Northern Africa,108,4.715,0.04394,0.59867,0.92558,0.66015,0.24499,0.12905,0.11251,2.04384
+Bangladesh,Southern Asia,109,4.694,0.03077,0.39753,0.43106,0.60164,0.4082,0.12569,0.21222,2.51767
+Iran,Middle East and Northern Africa,110,4.686,0.04449,1.0088,0.54447,0.69805,0.30033,0.05863,0.38086,1.6944
+Ukraine,Central and Eastern Europe,111,4.681,0.04412,0.79907,1.20278,0.6739,0.25123,0.02961,0.15275,1.5714
+Iraq,Middle East and Northern Africa,112,4.677,0.05232,0.98549,0.81889,0.60237,0,0.13788,0.17922,1.95335
+South Africa,Sub-Saharan Africa,113,4.642,0.04585,0.92049,1.18468,0.27688,0.33207,0.08884,0.11973,1.71956
+Ghana,Sub-Saharan Africa,114,4.633,0.04742,0.54558,0.67954,0.40132,0.42342,0.04355,0.23087,2.30919
+Zimbabwe,Sub-Saharan Africa,115,4.61,0.0429,0.271,1.03276,0.33475,0.25861,0.08079,0.18987,2.44191
+Liberia,Sub-Saharan Africa,116,4.571,0.11068,0.0712,0.78968,0.34201,0.28531,0.06232,0.24362,2.77729
+India,Southern Asia,117,4.565,0.02043,0.64499,0.38174,0.51529,0.39786,0.08492,0.26475,2.27513
+Sudan,Sub-Saharan Africa,118,4.55,0.0674,0.52107,1.01404,0.36878,0.10081,0.1466,0.19062,2.20857
+Haiti,Latin America and Caribbean,119,4.518,0.07331,0.26673,0.74302,0.38847,0.24425,0.17175,0.46187,2.24173
+Congo (Kinshasa),Sub-Saharan Africa,120,4.517,0.0368,0,1.0012,0.09806,0.22605,0.07625,0.24834,2.86712
+Nepal,Southern Asia,121,4.514,0.03607,0.35997,0.86449,0.56874,0.38282,0.05907,0.32296,1.95637
+Ethiopia,Sub-Saharan Africa,122,4.512,0.0378,0.19073,0.60406,0.44055,0.4345,0.15048,0.24325,2.44876
+Sierra Leone,Sub-Saharan Africa,123,4.507,0.07068,0.33024,0.95571,0,0.4084,0.08786,0.21488,2.51009
+Mauritania,Sub-Saharan Africa,124,4.436,0.03947,0.45407,0.86908,0.35874,0.24232,0.17461,0.219,2.11773
+Kenya,Sub-Saharan Africa,125,4.419,0.04734,0.36471,0.99876,0.41435,0.42215,0.05839,0.37542,1.78555
+Djibouti,Sub-Saharan Africa,126,4.369,0.08096,0.44025,0.59207,0.36291,0.46074,0.28105,0.18093,2.05125
+Armenia,Central and Eastern Europe,127,4.35,0.04763,0.76821,0.77711,0.7299,0.19847,0.039,0.07855,1.75873
+Botswana,Sub-Saharan Africa,128,4.332,0.04934,0.99355,1.10464,0.04776,0.49495,0.12474,0.10461,1.46181
+Myanmar,Southeastern Asia,129,4.307,0.04351,0.27108,0.70905,0.48246,0.44017,0.19034,0.79588,1.41805
+Georgia,Central and Eastern Europe,130,4.297,0.04221,0.7419,0.38562,0.72926,0.40577,0.38331,0.05547,1.59541
+Malawi,Sub-Saharan Africa,131,4.292,0.0613,0.01604,0.41134,0.22562,0.43054,0.06977,0.33128,2.80791
+Sri Lanka,Southern Asia,132,4.271,0.03751,0.83524,1.01905,0.70806,0.53726,0.09179,0.40828,0.67108
+Cameroon,Sub-Saharan Africa,133,4.252,0.04678,0.4225,0.88767,0.23402,0.49309,0.05786,0.20618,1.95071
+Bulgaria,Central and Eastern Europe,134,4.218,0.04828,1.01216,1.10614,0.76649,0.30587,0.00872,0.11921,0.89991
+Egypt,Middle East and Northern Africa,135,4.194,0.0326,0.8818,0.747,0.61712,0.17288,0.06324,0.11291,1.59927
+Yemen,Middle East and Northern Africa,136,4.077,0.04367,0.54649,0.68093,0.40064,0.35571,0.07854,0.09131,1.92313
+Angola,Sub-Saharan Africa,137,4.033,0.04758,0.75778,0.8604,0.16683,0.10384,0.07122,0.12344,1.94939
+Mali,Sub-Saharan Africa,138,3.995,0.05602,0.26074,1.03526,0.20583,0.38857,0.12352,0.18798,1.79293
+Congo (Brazzaville),Sub-Saharan Africa,139,3.989,0.06682,0.67866,0.6629,0.31051,0.41466,0.11686,0.12388,1.68135
+Comoros,Sub-Saharan Africa,140,3.956,0.04797,0.23906,0.79273,0.36315,0.22917,0.199,0.17441,1.95812
+Uganda,Sub-Saharan Africa,141,3.931,0.04317,0.21102,1.13299,0.33861,0.45727,0.07267,0.29066,1.42766
+Senegal,Sub-Saharan Africa,142,3.904,0.03608,0.36498,0.97619,0.4354,0.36772,0.10713,0.20843,1.44395
+Gabon,Sub-Saharan Africa,143,3.896,0.04547,1.06024,0.90528,0.43372,0.31914,0.11091,0.06822,0.99895
+Niger,Sub-Saharan Africa,144,3.845,0.03602,0.0694,0.77265,0.29707,0.47692,0.15639,0.19387,1.87877
+Cambodia,Southeastern Asia,145,3.819,0.05069,0.46038,0.62736,0.61114,0.66246,0.07247,0.40359,0.98195
+Tanzania,Sub-Saharan Africa,146,3.781,0.05061,0.2852,1.00268,0.38215,0.32878,0.05747,0.34377,1.38079
+Madagascar,Sub-Saharan Africa,147,3.681,0.03633,0.20824,0.66801,0.46721,0.19184,0.08124,0.21333,1.851
+Central African Republic,Sub-Saharan Africa,148,3.678,0.06112,0.0785,0,0.06699,0.48879,0.08289,0.23835,2.7223
+Chad,Sub-Saharan Africa,149,3.667,0.0383,0.34193,0.76062,0.1501,0.23501,0.05269,0.18386,1.94296
+Guinea,Sub-Saharan Africa,150,3.656,0.0359,0.17417,0.46475,0.24009,0.37725,0.12139,0.28657,1.99172
+Ivory Coast,Sub-Saharan Africa,151,3.655,0.05141,0.46534,0.77115,0.15185,0.46866,0.17922,0.20165,1.41723
+Burkina Faso,Sub-Saharan Africa,152,3.587,0.04324,0.25812,0.85188,0.27125,0.39493,0.12832,0.21747,1.46494
+Afghanistan,Southern Asia,153,3.575,0.03084,0.31982,0.30285,0.30335,0.23414,0.09719,0.3651,1.9521
+Rwanda,Sub-Saharan Africa,154,3.465,0.03464,0.22208,0.7737,0.42864,0.59201,0.55191,0.22628,0.67042
+Benin,Sub-Saharan Africa,155,3.34,0.03656,0.28665,0.35386,0.3191,0.4845,0.0801,0.1826,1.63328
+Syria,Middle East and Northern Africa,156,3.006,0.05015,0.6632,0.47489,0.72193,0.15684,0.18906,0.47179,0.32858
+Burundi,Sub-Saharan Africa,157,2.905,0.08658,0.0153,0.41587,0.22396,0.1185,0.10062,0.19727,1.83302
+Togo,Sub-Saharan Africa,158,2.839,0.06727,0.20868,0.13995,0.28443,0.36453,0.10731,0.16681,1.56726
diff --git a/topic_14/datasets/police_shooting/.gitkeep b/topic_14/datasets/police_shooting/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_14/datasets/police_shooting/fatal-police-shootings-data.csv b/topic_14/datasets/police_shooting/fatal-police-shootings-data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed5cf431477b7779f464a20175d080842ae0b735
--- /dev/null
+++ b/topic_14/datasets/police_shooting/fatal-police-shootings-data.csv
@@ -0,0 +1,5417 @@
+name,date,manner_of_death,armed,age,gender,race,city,state,signs_of_mental_illness,threat_level,flee,body_camera
+Tim Elliot,1/2/2015,shot,gun,53,M,A,Shelton,WA,TRUE,attack,Not fleeing,FALSE
+Lewis Lee Lembke,1/2/2015,shot,gun,47,M,W,Aloha,OR,FALSE,attack,Not fleeing,FALSE
+John Paul Quintero,1/3/2015,shot and Tasered,unarmed,23,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Matthew Hoffman,1/4/2015,shot,toy weapon,32,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Michael Rodriguez,1/4/2015,shot,nail gun,39,M,H,Evans,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Joe Brown,1/4/2015,shot,gun,18,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Arnold Buck,1/5/2015,shot,gun,22,M,H,Chandler,AZ,FALSE,attack,Car,FALSE
+Brock Nichols,1/6/2015,shot,gun,35,M,W,Assaria,KS,FALSE,attack,Not fleeing,FALSE
+Autumn Steele,1/6/2015,shot,unarmed,34,F,W,Burlington,IA,FALSE,other,Not fleeing,TRUE
+Leslie Sapp III,1/6/2015,shot,toy weapon,47,M,B,Knoxville,PA,FALSE,attack,Not fleeing,FALSE
+Patrick Wetter,1/6/2015,shot and Tasered,knife,25,M,W,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Ron Sneed,1/7/2015,shot,gun,31,M,B,Freeport,TX,FALSE,attack,Not fleeing,FALSE
+Hashim Hanif Ibn Abdul-Rasheed,1/7/2015,shot,knife,41,M,B,Columbus,OH,TRUE,other,Not fleeing,FALSE
+Nicholas Ryan Brickman,1/7/2015,shot,gun,30,M,W,Des Moines,IA,FALSE,attack,Car,FALSE
+Omarr Julian Maximillian Jackson,1/7/2015,shot,gun,37,M,B,New Orleans,LA,FALSE,attack,Foot,TRUE
+Loren Simpson,1/8/2015,shot,,28,M,W,Huntley,MT,FALSE,undetermined,Not fleeing,FALSE
+James Dudley Barker,1/8/2015,shot,shovel,42,M,W,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+Artago Damon Howard,1/8/2015,shot,unarmed,36,M,B,Strong,AR,FALSE,attack,Not fleeing,FALSE
+Thomas Hamby,1/8/2015,shot,gun,49,M,W,Syracuse,UT,FALSE,attack,Not fleeing,TRUE
+Jimmy Foreman,1/9/2015,shot,gun,71,M,W,England,AR,FALSE,attack,Not fleeing,FALSE
+Andy Martinez,1/9/2015,shot,gun,33,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Tommy Smith,1/11/2015,shot,gun,39,M,W,Arcola,IL,TRUE,attack,Not fleeing,FALSE
+Brian  Barbosa,1/11/2015,shot,gun,23,M,H,South Gate,CA,FALSE,attack,Not fleeing,FALSE
+Salvador Figueroa,1/11/2015,shot and Tasered,gun,29,M,H,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+John Edward O'Keefe,1/13/2015,shot,gun,34,M,W,Albuquerque,NM,FALSE,attack,Foot,TRUE
+Richard McClendon,1/13/2015,shot,knife,43,M,W,Jourdanton,TX,TRUE,other,Not fleeing,FALSE
+Marcus Golden,1/14/2015,shot,,24,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Michael Goebel,1/14/2015,shot,,29,M,W,Franklin County,MO,FALSE,attack,Not fleeing,FALSE
+Mario Jordan,1/14/2015,shot,gun,34,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,FALSE
+Talbot Schroeder,1/14/2015,shot,knife,75,M,W,Old Bridge,NJ,FALSE,attack,Not fleeing,FALSE
+Robert Edwards,1/14/2015,shot,gun,68,M,W,Lake Jackson,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey R. Nielson,1/14/2015,shot,knife,34,M,W,Draper,UT,FALSE,attack,Not fleeing,TRUE
+Donte Sowell,1/15/2015,shot,gun,27,M,B,Indianapolis,IN,FALSE,attack,Foot,FALSE
+Kavonda Earl Payton,1/15/2015,shot,gun,39,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Quincy Reed Reindl,1/15/2015,shot,gun,24,M,W,Bloomington,MN,TRUE,attack,Not fleeing,FALSE
+Jose Ceja,1/15/2015,shot,knife,36,M,H,Fairfield,CA,TRUE,other,Not fleeing,FALSE
+Nathan Massey,1/15/2015,shot,gun,33,M,W,Evangeline Parish,LA,FALSE,attack,Not fleeing,FALSE
+Scott Hall,1/16/2015,shot,gun,41,M,W,Mabank,TX,FALSE,attack,Car,FALSE
+Zaki Shinwary,1/16/2015,shot and Tasered,knife,48,M,O,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Terence Walker,1/17/2015,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,TRUE
+Pablo Meza,1/17/2015,shot,gun,24,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Brumley,1/17/2015,shot,knife,27,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Jonathan Guillory,1/18/2015,shot,gun,32,M,W,Maricopa,AZ,TRUE,attack,Not fleeing,FALSE
+Carter Castle,1/18/2015,shot and Tasered,gun,67,M,W,Gunlock,KY,TRUE,attack,Not fleeing,FALSE
+Paul Campbell,1/19/2015,shot,knife,49,M,W,Weymouth,MA,FALSE,attack,Not fleeing,FALSE
+Dewayne Carr,1/20/2015,shot,,42,M,B,Scottsdale,AZ,FALSE,other,Car,FALSE
+Todd Allen Hodge,1/21/2015,shot,gun,36,M,W,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Angel de Santos-Rodriguez,1/21/2015,shot,gun,36,M,H,Chapeno,TX,FALSE,attack,Foot,FALSE
+Isaac Holmes,1/21/2015,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Toto,1/21/2015,shot,gun,54,M,W,Derry,NH,TRUE,attack,Not fleeing,FALSE
+Tiano Meton,1/22/2015,shot,toy weapon,25,M,B,Sierra Blanca,TX,FALSE,attack,Car,FALSE
+Kristiana Coignard,1/22/2015,shot and Tasered,knife,17,F,W,Longview,TX,TRUE,other,Not fleeing,FALSE
+Demaris Turner,1/23/2015,shot,,29,M,B,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Jose Antonio Espinoza Ruiz,1/23/2015,shot,knife,56,M,H,Levelland,TX,FALSE,other,Not fleeing,FALSE
+Robert Francis Mesch,1/23/2015,shot,gun,61,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Daryl Myler,1/24/2015,shot,gun,45,M,W,Rexburg,ID,FALSE,attack,Not fleeing,FALSE
+Darin Hutchins,1/24/2015,shot,knife,26,M,B,Baltimore,MD,TRUE,other,Not fleeing,FALSE
+Wendell King,1/24/2015,shot,gun,40,M,W,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Orlando Jude Lopez,1/25/2015,shot,gun,26,M,H,Pueblo,CO,FALSE,attack,Car,FALSE
+William Campbell,1/25/2015,shot,gun,59,M,,Winslow,NJ,FALSE,attack,Not fleeing,FALSE
+Jessie Hernandez,1/26/2015,shot,,17,F,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Raymond Kmetz,1/26/2015,shot,gun,68,M,W,New Hope,MN,TRUE,attack,Not fleeing,FALSE
+Joshua Omar Garcia,1/26/2015,shot,unarmed,24,M,H,Tahoka,TX,FALSE,other,Car,FALSE
+David Garcia,1/26/2015,shot,knife,34,M,H,Wasco,CA,TRUE,other,Not fleeing,FALSE
+Tiffany Terry,1/27/2015,shot,knife,39,F,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Nicolas Leland Tewa,1/27/2015,shot,,26,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Chris Ingram,1/27/2015,shot,gun,29,M,W,Morenci,AZ,FALSE,attack,Not fleeing,FALSE
+Jermonte Fletcher,1/27/2015,shot,gun,33,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Alan Lance Alverson,1/28/2015,shot,gun,45,M,W,Sunset,TX,FALSE,attack,Not fleeing,FALSE
+Cody Karasek,1/28/2015,shot,gun,26,M,W,Rosenberg,TX,FALSE,attack,Not fleeing,FALSE
+Matautu Nuu,1/28/2015,shot and Tasered,hammer,35,M,A,Stockton,CA,TRUE,attack,Not fleeing,FALSE
+Alan James,1/29/2015,shot,gun,31,M,W,Wyoming,MI,TRUE,attack,Not fleeing,FALSE
+Ralph Willis,1/29/2015,shot,unarmed,42,M,W,Stillwater,OK,FALSE,other,Foot,FALSE
+John Barry Marshall,1/30/2015,shot,gun,48,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Victor Manuel Reyes,1/31/2015,shot,gun,31,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Edward Donnell Bright,1/31/2015,shot and Tasered,knife,54,M,B,Randallstown,MD,TRUE,other,Not fleeing,FALSE
+David Kassick,2/2/2015,shot,unarmed,59,M,W,Hummelstown,PA,FALSE,other,Foot,FALSE
+Francis Murphy Rose III,2/2/2015,shot,gun,42,M,W,Apple Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jacob Haglund,2/2/2015,shot,gun,17,M,W,Bay City,MI,FALSE,attack,Not fleeing,FALSE
+Ledarius D. Williams,2/3/2015,shot,gun,23,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Yuvette Henderson,2/3/2015,shot,gun,38,F,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Dewayne Deshawn Ward,2/3/2015,shot,knife,29,M,B,Antioch,CA,TRUE,other,Not fleeing,FALSE
+Anthony Purvis,2/3/2015,shot,gun,45,M,W,Douglas,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy Lett,2/4/2015,shot,unarmed,28,M,B,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Izzy Colon,2/4/2015,shot,gun,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Salvador Muna,2/4/2015,shot,gun,28,M,H,Tempe,AZ,FALSE,attack,Car,FALSE
+Joaquin Hernandez,2/4/2015,shot,unarmed,28,M,H,Tempe,AZ,FALSE,other,Not fleeing,FALSE
+Jimmy Ray Robinson Jr.,2/4/2015,shot,gun,51,M,B,Lorena,TX,FALSE,attack,Car,FALSE
+Markell Atkins,2/4/2015,shot,knife,36,M,B,Memphis,TN,FALSE,other,Not fleeing,FALSE
+Paul Alfred Eugene Johnson,2/5/2015,shot,gun,59,M,W,Chino,CA,FALSE,other,Car,FALSE
+Herbert Hill,2/6/2015,shot,gun,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+John  Sawyer,2/7/2015,shot,toy weapon,26,M,W,Calimesa,CA,FALSE,attack,Not fleeing,FALSE
+James Allen,2/7/2015,shot,gun,74,M,B,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+John Martin Whittaker,2/8/2015,shot,gun,33,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Sawyer Flache,2/8/2015,shot,gun,27,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Vincent Cordaro,2/8/2015,shot,gun,57,M,W,New City,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Paffen,2/8/2015,shot,gun,46,M,W,Orange County,FL,FALSE,attack,Not fleeing,FALSE
+Larry Hostetter,2/8/2015,shot,gun,41,M,W,Nocona,TX,FALSE,attack,Not fleeing,FALSE
+Kenneth Kreyssig,2/9/2015,shot,gun,61,M,W,Smyrna,ME,TRUE,undetermined,Not fleeing,FALSE
+Desmond Luster,2/9/2015,shot,gun,45,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Bess,2/10/2015,shot,gun,49,M,B,Whitehaven,TN,FALSE,attack,Not fleeing,FALSE
+Brian Fritze,2/10/2015,shot,gun,45,M,W,New Castle,CO,TRUE,attack,Car,FALSE
+Antonio Zambrano-Montes,2/10/2015,shot and Tasered,unarmed,35,M,H,Pasco,WA,TRUE,other,Foot,FALSE
+Phillip Watkins,2/11/2015,shot,knife,23,M,B,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Fletcher Ray Stewart,2/11/2015,shot,toy weapon,46,M,W,Dadeville,AL,TRUE,attack,Foot,TRUE
+Jonathan Larry Harden,2/13/2015,shot,,23,M,W,San Bernardino,CA,FALSE,attack,Car,FALSE
+Andres Lara-Rodriguez,2/13/2015,shot,gun,21,M,H,Kansas City,KS,FALSE,attack,Car,FALSE
+Richard Carlin,2/13/2015,shot,unarmed,35,M,H,Reading,PA,FALSE,other,Not fleeing,FALSE
+Matthew D. Belk,2/13/2015,shot,gun,27,M,W,McLemoresville,TN,FALSE,attack,Not fleeing,FALSE
+Daniel Mejia,2/13/2015,shot,knife,37,M,H,San Manuel,AZ,TRUE,other,Not fleeing,FALSE
+Jason C. Hendrix,2/14/2015,shot,gun,16,M,W,Essex,MD,TRUE,attack,Car,FALSE
+Roy Joy Day,2/14/2015,shot,gun,51,M,W,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Howard Brent Means Jr.,2/15/2015,shot,gun,34,M,W,Iuka,MS,FALSE,attack,Foot,FALSE
+Bruce Steward,2/15/2015,shot,hatchet,34,M,W,Colton,OR,TRUE,other,Not fleeing,FALSE
+Lavall Hall,2/15/2015,shot and Tasered,unarmed,25,M,B,Miami Gardens,FL,TRUE,other,Not fleeing,FALSE
+Lawrence Caldwell,2/16/2015,shot,gun,56,M,W,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Michael K. Casper,2/16/2015,shot,gun,26,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Cody Evans,2/16/2015,shot,toy weapon,24,M,W,Provo,UT,TRUE,attack,Not fleeing,FALSE
+Betty Sexton,2/17/2015,shot,gun,43,F,W,Gaston County,NC,FALSE,attack,Not fleeing,FALSE
+Michael Ireland,2/17/2015,shot,unarmed,31,M,W,Springfield,MO,FALSE,other,Foot,FALSE
+Matthew Lundy,2/17/2015,shot,gun,32,M,W,Eaton Rapids Township,MI,FALSE,attack,Not fleeing,FALSE
+Douglas Sparks,2/17/2015,shot,toy weapon,30,M,W,Tewksbury,MA,FALSE,attack,Foot,FALSE
+Pedro Juan Saldivar,2/17/2015,shot,,50,M,H,Del Rio,TX,FALSE,other,Not fleeing,FALSE
+Janisha Fonville,2/18/2015,shot,undetermined,20,F,B,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Ruben Villalpando,2/20/2015,shot,unarmed,31,M,H,Euless,TX,FALSE,other,Not fleeing,FALSE
+Stanley Lamar Grant,2/20/2015,shot,gun,38,M,B,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Douglas Harris,2/20/2015,shot,gun,77,M,B,Birmingham,AL,TRUE,attack,Not fleeing,FALSE
+Alejandro Salazar,2/20/2015,shot,gun,,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Jason Moncrief Carter,2/21/2015,shot,gun,41,M,W,Ruidoso,NM,FALSE,attack,Not fleeing,FALSE
+Kent Norman,2/21/2015,shot,knife,51,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Bradford Leonard,2/22/2015,shot,gun,50,M,W,Palm Bay,FL,FALSE,attack,Not fleeing,FALSE
+Robert Kohl,2/23/2015,shot,gun,47,M,W,Denham Springs,LA,TRUE,attack,Not fleeing,FALSE
+Michael Wayne Smashey,2/23/2015,shot,knife,37,M,W,Powder Springs,GA,FALSE,other,Not fleeing,FALSE
+Anthony Giaquinta,2/23/2015,shot,gun,41,M,W,Clarkesville,GA,FALSE,attack,Foot,FALSE
+A'Donte Washington,2/23/2015,shot,gun,16,M,B,Millbrook,AL,FALSE,attack,Not fleeing,FALSE
+Jerome Nichols,2/23/2015,shot and Tasered,knife,42,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Daniel Elrod,2/23/2015,shot and Tasered,unarmed,39,M,W,Omaha,NE,FALSE,other,Not fleeing,FALSE
+Joseph Biegert,2/24/2015,shot and Tasered,knife,30,M,W,Green Bay,WI,TRUE,attack,Not fleeing,FALSE
+Glenn Lewis,2/25/2015,shot,,27,M,B,Oklahoma City,OK,FALSE,other,Car,FALSE
+Francis Spivey,2/25/2015,shot,gun,43,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+David Cuevas,2/26/2015,shot,gun,42,M,H,Lakeland,FL,FALSE,attack,Foot,FALSE
+Amilcar Perez-Lopez,2/26/2015,shot,knife,21,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Rodney Biggs,2/26/2015,shot,unarmed,49,M,W,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Crystal Lee Miley Harry,2/26/2015,shot,gun,34,F,W,Sylvester,GA,FALSE,attack,Car,FALSE
+Alexander Phillip Long,2/26/2015,shot and Tasered,unarmed,31,M,W,Terre Haute,IN,FALSE,other,Not fleeing,FALSE
+Ernesto Javiar Canepa Diaz,2/27/2015,shot,unarmed,27,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Chazsten Freeman,2/28/2015,shot,gun,24,M,W,Pelzer,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Allen,2/28/2015,shot,unarmed,34,M,B,St Louis,MO,FALSE,other,Car,FALSE
+Jessica Uribe,2/28/2015,shot,knife,28,F,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Cornelius J. Parker,2/28/2015,shot,gun,28,M,B,Columbia,MO,FALSE,attack,Car,FALSE
+Ian Sherrod,2/28/2015,shot,gun,40,M,B,Tarboro,NC,TRUE,attack,Car,FALSE
+Stephanie Hill,2/28/2015,shot,gun,37,F,W,La Paz County,AZ,FALSE,attack,Car,FALSE
+Deven Guilford,2/28/2015,shot and Tasered,unarmed,17,M,W,Roxand Township,MI,FALSE,attack,Not fleeing,TRUE
+Hung Trieu,3/1/2015,shot,gun,35,M,A,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lewis Matkins,3/1/2015,shot,gun,49,M,W,Barton,MS,FALSE,attack,Not fleeing,FALSE
+Charly Leundeu Keunang,3/1/2015,shot and Tasered,unarmed,43,M,B,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Shaquille Barrow,3/2/2015,shot,gun,20,M,B,Joilet,IL,FALSE,other,Foot,FALSE
+Fednel Rhinvil,3/3/2015,shot,gun,25,M,B,Salisbury,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Metz,3/3/2015,shot,knife,25,M,W,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Derek Cruice,3/4/2015,shot,unarmed,26,M,W,Deltona,FL,FALSE,other,Not fleeing,FALSE
+Carl Lao,3/4/2015,shot,gun,28,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Tyrone Ryerson Lawrence,3/5/2015,shot,knife,45,M,B,Milwaukee,WI,TRUE,other,Not fleeing,FALSE
+Sergio Alexander Navas,3/5/2015,shot,unarmed,36,M,H,Burbank,CA,FALSE,other,Car,FALSE
+Tyson Hubbard,3/5/2015,shot,gun,34,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Tony Robinson,3/6/2015,shot,unarmed,19,M,B,Madison,WI,FALSE,attack,Foot,FALSE
+Naeschylus  Vinzant,3/6/2015,shot,unarmed,37,M,B,Aurora,CO,FALSE,undetermined,Foot,FALSE
+Andrew Anthony Williams,3/6/2015,shot,,48,M,B,Putnam Hall,FL,FALSE,other,Not fleeing,FALSE
+Adam Reinhart,3/7/2015,shot,gun,29,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Monique Jenee Deckard,3/8/2015,shot,knife,43,F,B,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Aurelio Duarte,3/8/2015,shot,gun,40,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Michael McKillop,3/8/2015,shot,,35,M,W,Claymont,DE,FALSE,attack,Car,FALSE
+Anthony Hill,3/9/2015,shot,unarmed,27,M,B,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Lester Brown,3/9/2015,shot,gun,58,M,W,Brevard,NC,FALSE,attack,Not fleeing,FALSE
+James Brent Damon,3/9/2015,shot,gun,46,M,W,Dinosaur,CO,FALSE,attack,Not fleeing,FALSE
+Cedrick Lamont Bishop,3/9/2015,shot,gun,30,M,B,Cocoa,FL,FALSE,attack,Not fleeing,FALSE
+Theodore Johnson,3/10/2015,shot,gun,64,M,B,Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jamie Croom,3/10/2015,shot,gun,31,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Christopher Mitchell,3/10/2015,shot,knife,23,M,W,Port Wentworth,GA,FALSE,attack,Not fleeing,TRUE
+Edixon  Franco,3/10/2015,shot,sword,37,M,H,Ontario,CA,TRUE,other,Car,FALSE
+Terry Garnett Jr.,3/11/2015,shot,,37,M,B,Elkton,MD,FALSE,other,Not fleeing,FALSE
+James Greenwell,3/11/2015,shot,gun,31,M,W,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Benito Osorio,3/11/2015,shot,gun,39,M,H,Santa Ana,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Dean Burgess,3/11/2015,shot,toy weapon,31,M,W,Kingman,AZ,TRUE,attack,Not fleeing,FALSE
+Gilbert Fleury,3/11/2015,shot,gun,54,M,W,Bay Minette,AL,FALSE,attack,Not fleeing,FALSE
+William Russell  Smith,3/11/2015,shot,gun,53,M,W,Hoover,AL,TRUE,attack,Not fleeing,FALSE
+Aaron Valdez,3/11/2015,shot,,25,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Bobby Gross,3/12/2015,shot,unarmed,35,M,B,Washington,DC,TRUE,other,Not fleeing,FALSE
+James Richard Jimenez,3/13/2015,shot,gun,41,M,H,Napa,CA,FALSE,other,Other,FALSE
+Fred  Liggett,3/13/2015,shot,gun,59,M,W,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Driver,3/13/2015,shot,knife,36,M,W,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Antonio Perez,3/13/2015,shot,unarmed,32,M,H,Walnut Creek,CA,FALSE,other,Foot,FALSE
+Clifton Reintzel,3/14/2015,shot,knife,53,M,W,Follansbee,WV,FALSE,other,Not fleeing,FALSE
+Aaron Siler,3/14/2015,shot,gun,26,M,W,Kenosha,WI,FALSE,attack,Car,FALSE
+Richard Castilleja,3/14/2015,shot,gun,29,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Troy Ray Boyd,3/15/2015,shot,machete,27,M,W,Ruth,MS,FALSE,other,Not fleeing,FALSE
+Justin Tolkinen,3/16/2015,shot,gun,28,M,W,St. Paul,MN,TRUE,attack,Not fleeing,FALSE
+William Dean Poole,3/16/2015,shot,gun,52,M,W,Gastonia,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Charles Shipley,3/17/2015,shot,gun,49,M,W,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Declan Owen,3/17/2015,shot,gun,24,M,W,Dublin,NC,FALSE,attack,Foot,FALSE
+Alice Brown,3/17/2015,shot,,24,F,W,San Francisco,CA,TRUE,other,Not fleeing,FALSE
+Eugene Smith,3/17/2015,shot,gun,20,M,W,Onalaska,TX,TRUE,attack,Not fleeing,FALSE
+Roberto Leon,3/17/2015,shot,unarmed,22,M,H,Sacramento,CA,FALSE,undetermined,Car,FALSE
+Kaylene Stone,3/18/2015,shot,gun,49,F,W,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Garland Lee Wingo,3/18/2015,shot,gun,64,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Jeff Alexander,3/18/2015,shot,knife,47,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Shane Watkins,3/19/2015,shot,box cutter,39,M,W,Lawrence County,AL,TRUE,other,Not fleeing,TRUE
+Brandon Jones,3/19/2015,shot,unarmed,18,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Brandon Rapp,3/19/2015,shot,gun,31,M,W,Middleton,ID,FALSE,attack,Not fleeing,TRUE
+Kendre Alston,3/19/2015,shot,gun,16,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Jamison  Childress,3/19/2015,shot,unarmed,20,M,W,Sumas,WA,TRUE,attack,Not fleeing,FALSE
+Robert Burdge,3/19/2015,shot,gun,36,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Richard White,3/20/2015,shot,machete,63,M,B,New Orleans,LA,TRUE,attack,Not fleeing,FALSE
+Tyrel Vick,3/20/2015,shot,gun,34,M,W,Coal County,OK,FALSE,attack,Not fleeing,FALSE
+Justin Fowler,3/20/2015,shot,gun,24,M,N,Red Valley,AZ,FALSE,attack,Car,FALSE
+Enoch Gaver,3/21/2015,shot,gun,21,M,W,Cottonwood,AZ,FALSE,attack,Not fleeing,FALSE
+James Ellis,3/21/2015,shot,gun,44,M,W,Clarendon,NY,FALSE,attack,Car,FALSE
+Gary Page,3/21/2015,shot,gun,60,M,W,Harmony,IN,TRUE,attack,Not fleeing,FALSE
+Jason Smith,3/21/2015,shot,gun,42,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Phillip Conley,3/22/2015,shot,knife,37,M,W,Vallejo,CA,TRUE,other,Not fleeing,FALSE
+Christopher Ryan Healy,3/22/2015,shot and Tasered,knife,36,M,W,Portland,OR,TRUE,other,Foot,FALSE
+Denzel Brown,3/22/2015,shot and Tasered,undetermined,21,M,B,Islip,NY,FALSE,attack,Car,FALSE
+Devin Gates,3/23/2015,shot,gun,24,M,B,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Walter J. Brown III,3/24/2015,shot,gun,29,M,B,Portsmouth,VA,TRUE,attack,Car,FALSE
+Scott Dunham,3/24/2015,shot,gun,57,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Stephen Snyder,3/24/2015,shot,gun,38,M,W,Fond du Lac,WI,FALSE,attack,Not fleeing,FALSE
+Nicholas Thomas,3/25/2015,shot,undetermined,23,M,B,Smyrna,GA,FALSE,other,Car,TRUE
+Jeremy Lorenza Kelly,3/25/2015,shot,gun,27,M,B,Johnsonville,SC,FALSE,attack,Foot,FALSE
+Victor Terrazas,3/25/2015,shot,gun,28,M,H,South Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Tassinari,3/25/2015,shot and Tasered,gun,63,M,W,Glendale,AZ,TRUE,other,Not fleeing,FALSE
+Deanne Choate,3/26/2015,shot,gun,53,F,W,Gardner,KS,FALSE,attack,Not fleeing,FALSE
+Adrian Solis,3/26/2015,shot,knife,35,M,H,Wilmington,CA,TRUE,other,Not fleeing,FALSE
+Megan Hockaday,3/27/2015,shot,knife,26,F,B,Oxnard,CA,FALSE,other,Not fleeing,FALSE
+Harvey Oates,3/27/2015,shot,gun,42,M,W,Fort Ashby,WV,FALSE,attack,Car,FALSE
+Angelo West,3/27/2015,shot,gun,41,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Gary Kendrick,3/27/2015,shot,gun,56,M,W,Encinitas,CA,TRUE,attack,Not fleeing,FALSE
+Jamalis Hall,3/27/2015,shot,knife,39,M,B,Fort Pierce,FL,FALSE,other,Not fleeing,FALSE
+Adrian Hernandez,3/27/2015,shot,toy weapon,23,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Neil Seifert,3/27/2015,shot,gun,40,M,W,Webster,MA,FALSE,attack,Foot,FALSE
+Byron Herbert,3/29/2015,shot,gun,29,M,B,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Robert Rooker,3/29/2015,shot,,26,M,W,Jasper,OH,FALSE,attack,Car,FALSE
+John Marcell Allen,3/30/2015,shot,gun,54,M,,Boulder City,NV,FALSE,attack,Not fleeing,FALSE
+Brian Babb,3/30/2015,shot,gun,49,M,W,Eugene,OR,TRUE,attack,Not fleeing,FALSE
+Jeremy Anderson,3/31/2015,shot,gun,36,M,W,Carollwood,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Quezada,3/31/2015,shot,toy weapon,21,M,H,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+Mya Hall,3/31/2015,shot,,27,F,B,Fort Meade,MD,FALSE,other,Car,FALSE
+Robert Washington,4/1/2015,shot,gun,37,M,B,Hawthorne,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Clyde,4/1/2015,shot,knife,36,M,W,Hamilton,NJ,FALSE,attack,Not fleeing,FALSE
+Darrin Langford,4/2/2015,shot,gun,32,M,B,Rock Island,IL,FALSE,attack,Foot,FALSE
+Eric Harris,4/2/2015,shot,unarmed,44,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Aaron Rutledge,4/2/2015,shot,gun,27,M,W,Pineville,LA,TRUE,attack,Not fleeing,FALSE
+Donald Hicks,4/2/2015,shot and Tasered,gun,63,M,W,Metropolis,IL,TRUE,attack,Not fleeing,FALSE
+Christopher Prevatt,4/3/2015,shot,knife,38,M,W,Winchester,VA,FALSE,other,Not fleeing,TRUE
+Justus Howell,4/4/2015,shot,gun,17,M,B,Zion,IL,FALSE,attack,Foot,FALSE
+Paul Anderson,4/4/2015,shot,gun,31,M,B,Orange,CA,FALSE,attack,Not fleeing,TRUE
+Ethan Noll,4/4/2015,shot,gun,34,M,W,Edgewood,NM,TRUE,attack,Car,FALSE
+Walter Scott,4/4/2015,shot and Tasered,unarmed,50,M,B,North Charleston,SC,FALSE,other,Foot,FALSE
+Ken Cockerel,4/5/2015,shot,knife,51,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Richard Hanna,4/5/2015,shot,gun,56,M,W,Tehachapi,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Myers,4/6/2015,shot,gun,23,M,W,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Desmond Willis,4/6/2015,shot,gun,25,M,B,Harvey,LA,FALSE,attack,Foot,FALSE
+Tyrell J. Larsen,4/6/2015,shot,gun,31,M,W,Jefferson County,ID,FALSE,attack,Car,FALSE
+Erick Rose,4/7/2015,shot,gun,32,M,W,Pottawatomie County,OK,FALSE,attack,Car,FALSE
+Douglas Faith,4/8/2015,shot,gun,60,M,W,San Antonio,TX,FALSE,attack,Car,FALSE
+Dexter Pernell Bethea,4/8/2015,shot,,42,M,B,Valdosta,GA,FALSE,attack,Car,FALSE
+Roberto Rodriguez,4/8/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Jeremy Weber,4/8/2015,shot,knife,28,M,A,Sunnyvale,CA,TRUE,other,Not fleeing,FALSE
+Gordon Kimbrell,4/9/2015,shot,sword,22,M,W,Navarre,FL,FALSE,attack,Not fleeing,FALSE
+Don Smith,4/9/2015,shot,gun,29,M,B,Monon,IN,FALSE,attack,Car,FALSE
+Jess Leipold,4/9/2015,shot,gun,31,M,W,Straban Township,PA,TRUE,attack,Not fleeing,FALSE
+Phillip Burgess,4/9/2015,shot,gun,28,M,W,Boiling Springs,SC,FALSE,attack,Not fleeing,FALSE
+Mark Smith,4/9/2015,shot and Tasered,,54,M,,Kellyville,OK,FALSE,attack,Other,FALSE
+Angel Cresencio Corona,4/10/2015,shot,knife,21,M,H,Corning,CA,FALSE,attack,Not fleeing,FALSE
+Richard Reed,4/10/2015,shot,gun,38,M,W,Topeka,KS,FALSE,attack,Car,FALSE
+Donald Allen,4/11/2015,shot,gun,66,M,W,Sand Springs,OK,TRUE,attack,Not fleeing,TRUE
+Mack Long,4/12/2015,shot,gun,36,M,B,Indianapolis,IN,FALSE,attack,Foot,TRUE
+Richard Dale Weaver,4/12/2015,shot,machete,83,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Jason Lee Evans,4/12/2015,shot,gun,32,M,W,Salemburg,NC,TRUE,attack,Car,FALSE
+Isaac Jimenez,4/13/2015,shot,gun,27,M,H,Alton,IL,FALSE,attack,Not fleeing,FALSE
+Colby Robinson,4/14/2015,shot,undetermined,26,M,B,DeSoto,TX,FALSE,undetermined,Foot,FALSE
+Christopher Grant Finley,4/14/2015,shot,machete,31,M,W,Jonesboro,AR,TRUE,attack,Not fleeing,FALSE
+Tevin Barkley,4/15/2015,shot,gun,22,M,B,Miami,FL,FALSE,undetermined,Foot,FALSE
+Dante Noble,4/15/2015,shot,knife,41,M,B,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Frank Shephard,4/15/2015,shot,unarmed,41,M,B,Houston,TX,FALSE,other,Car,FALSE
+Mark W. Adair,4/15/2015,shot,toy weapon,51,M,W,Columbia,MO,FALSE,attack,Car,TRUE
+Stanley Watson,4/15/2015,shot,gun,72,M,W,Cañon City,CO,TRUE,attack,Not fleeing,FALSE
+Ernesto Flores,4/15/2015,shot,toy weapon,52,M,H,Montclair,CA,TRUE,attack,Not fleeing,FALSE
+Rodolfo Velazquez,4/16/2015,shot,knife,47,M,H,Shafter,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Kemp,4/17/2015,shot,gun,18,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Elias Cavazos,4/17/2015,shot,gun,29,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Thaddeus McCarroll,4/17/2015,shot,knife,23,M,B,Jennings,MO,TRUE,other,Not fleeing,TRUE
+Erik Tellez,4/18/2015,shot,gun,43,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Grover Sapp,4/18/2015,shot,gun,45,M,W,Panama City,FL,FALSE,attack,Not fleeing,FALSE
+Michael Foster,4/19/2015,shot,gun,40,M,W,Wilmore,KY,TRUE,attack,Not fleeing,FALSE
+Dana Hlavinka,4/19/2015,shot,knife,44,M,W,Sidney,NE,FALSE,attack,Not fleeing,FALSE
+Santos Cortez Hernandez,4/20/2015,shot,gun,25,M,H,Mission,TX,FALSE,other,Not fleeing,FALSE
+Daniel Covarrubias,4/21/2015,shot,unarmed,37,M,N,Lakewood,WA,TRUE,other,Foot,FALSE
+Kimber Key,4/21/2015,shot,knife,59,M,W,Irmo,SC,TRUE,other,Not fleeing,FALSE
+Luis Martinez,4/21/2015,shot,knife,35,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Daniel Wolfe,4/21/2015,shot,,35,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+William Chapman,4/22/2015,shot,unarmed,18,M,B,Portsmouth,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Saavedra Ramirez,4/22/2015,shot,knife,51,M,H,Bisbee,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Efraim,4/22/2015,shot,gun,30,M,W,Queens,NY,TRUE,attack,Foot,FALSE
+Reginald McGregor,4/22/2015,shot,gun,31,M,B,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Lue Vang,4/22/2015,shot,gun,39,M,A,Eldorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Valadez,4/23/2015,shot,gun,26,M,W,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Joseph Potts,4/23/2015,shot,gun,51,M,W,Rufe,OK,FALSE,attack,Not fleeing,FALSE
+Hector Morejon,4/23/2015,shot,unarmed,19,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Karen Janks,4/24/2015,shot,,46,F,W,Windsor,CA,FALSE,attack,Car,FALSE
+Mark Cecil Hawkins,4/24/2015,shot,gun,49,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Gary Timmie  Collins,4/24/2015,shot,gun,63,M,W,Miami,OK,FALSE,attack,Car,FALSE
+Todd Jamal Dye,4/24/2015,shot,gun,20,M,B,Trinidad,CO,FALSE,attack,Foot,TRUE
+Brandon Lawrence,4/25/2015,shot,machete,25,M,W,Victoria,TX,TRUE,other,Not fleeing,TRUE
+David Felix,4/25/2015,shot,unarmed,24,M,B,New York,NY,TRUE,attack,Foot,FALSE
+Daniel Davis,4/25/2015,shot,knife,58,M,W,Clermont,FL,TRUE,other,Not fleeing,FALSE
+Billy Joe Patrick,4/26/2015,shot,unarmed,29,M,W,Bunch,OK,FALSE,attack,Not fleeing,FALSE
+Albert Hanson,4/26/2015,shot,gun,76,M,W,Kings County,CA,FALSE,attack,Not fleeing,FALSE
+Dean Genova,4/26/2015,shot,gun,45,M,W,Fountain Valley,CA,FALSE,attack,Not fleeing,FALSE
+Terrance  Kellom,4/27/2015,shot,hammer,20,M,B,Detroit,MI,FALSE,other,Not fleeing,FALSE
+David Parker,4/28/2015,shot,gun,58,M,W,Mansfield,OH,FALSE,attack,Not fleeing,FALSE
+Jared Johnson,4/28/2015,shot,gun,21,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Joshua Green,4/28/2015,shot,gun,27,M,W,Marion,IL,TRUE,attack,Not fleeing,FALSE
+Andrew Jackson,4/29/2015,shot,knife,26,M,W,Chickasha,OK,FALSE,other,Foot,FALSE
+Joshua Deysie,4/29/2015,shot,gun,33,M,H,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Luis Chavez-Diaz,4/29/2015,shot,gun,27,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Alexia Christian,4/29/2015,shot,gun,25,F,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Adkins,4/29/2015,shot,gun,53,M,B,Emporia,VA,TRUE,attack,Not fleeing,FALSE
+John Acree,4/29/2015,shot,gun,53,M,W,Nashville,TN,TRUE,attack,Not fleeing,FALSE
+Fridoon Zalbeg Nehad,4/30/2015,shot,unarmed,42,M,O,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Erick Emmanuel Sanchez,4/30/2015,shot and Tasered,metal object,22,M,H,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Kenneth Mathena,5/2/2015,shot,gun,52,M,W,Smyrna,DE,FALSE,attack,Not fleeing,TRUE
+Kevin Vance Norton,5/3/2015,shot,gun,36,M,W,Roosevelt,UT,TRUE,attack,Not fleeing,TRUE
+Elton Simpson,5/3/2015,shot,gun,30,M,B,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Nadir Soofi,5/3/2015,shot,gun,34,M,O,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Billy Grimm,5/3/2015,shot,gun,44,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Michael Asher,5/3/2015,shot,gun,53,M,W,Chavies,KY,FALSE,attack,Not fleeing,FALSE
+Roark Cook,5/4/2015,shot,toy weapon,36,M,W,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Brendon Glenn,5/5/2015,shot,unarmed,29,M,B,Venice,CA,FALSE,attack,Not fleeing,TRUE
+Thong Kien Ma,5/5/2015,shot,knife,32,M,A,South El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Robert A. Frost,5/5/2015,shot,gun,46,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+David William Johnson,5/6/2015,shot,gun,18,M,W,Wake Forest,NC,FALSE,attack,Car,FALSE
+Joseph Roy,5/7/2015,shot,knife,72,M,,Lawrenceville,GA,TRUE,other,Not fleeing,FALSE
+Michael Murphy,5/7/2015,shot,knife,38,M,W,Beacon,NY,FALSE,other,Car,FALSE
+Nephi Arriguin,5/7/2015,shot,,21,M,B,Cerritos,CA,FALSE,attack,Car,FALSE
+Shaun Johnson,5/8/2015,shot,sword,35,M,W,Kearny,AZ,FALSE,attack,Not fleeing,FALSE
+David Schwalm,5/8/2015,shot,gun,58,M,W,Constantia,NY,TRUE,attack,Not fleeing,FALSE
+Dedrick Marshall,5/8/2015,shot,gun,48,M,B,Harvey,LA,FALSE,attack,Not fleeing,FALSE
+Sam Holmes,5/8/2015,shot,,31,M,B,Fridley,MN,FALSE,attack,Car,FALSE
+Stephen  Cunningham,5/10/2015,shot,gun,47,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Lionel Lorenzo Young,5/10/2015,shot,,34,M,B,Landover,MD,FALSE,other,Car,FALSE
+Kelvin Goldston,5/11/2015,shot,,30,M,B,Fort Worth,TX,FALSE,attack,Car,FALSE
+Justin Way,5/11/2015,shot,knife,28,M,W,St. Augustine,FL,TRUE,other,Not fleeing,FALSE
+D'Angelo Stallworth,5/12/2015,shot,gun,28,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Alec Ouzounian,5/12/2015,shot,undetermined,40,M,W,Rancho Santa Margarita,CA,TRUE,other,Not fleeing,FALSE
+Bruce Zalonka,5/12/2015,shot and Tasered,gun,46,M,O,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Sean Michael Pelletier,5/14/2015,shot,gun,37,M,W,Portage,MI,TRUE,attack,Car,FALSE
+Cary Martin,5/14/2015,shot,gun,53,M,W,St. Augustine,FL,TRUE,attack,Not fleeing,FALSE
+Mark Farrar,5/15/2015,shot,gun,41,M,W,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Matt Coates,5/15/2015,shot,toy weapon,42,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Ronell Wade,5/16/2015,shot,gun,45,M,B,Harvey,IL,FALSE,attack,Foot,FALSE
+Dennis  Fiel,5/17/2015,shot,gun,34,M,W,San Diego,CA,TRUE,attack,Foot,TRUE
+Austin Goodner,5/17/2015,shot,gun,18,M,W,St. Petersburg,FL,TRUE,attack,Not fleeing,FALSE
+Timothy Jones,5/17/2015,shot,sword,27,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+Alfredo Rials-Torres,5/19/2015,shot,unarmed,54,M,H,Arlington,VA,FALSE,attack,Not fleeing,FALSE
+Jonathan McIntosh,5/19/2015,shot,gun,35,M,W,Cabot,AR,FALSE,attack,Not fleeing,FALSE
+David  Gaines,5/19/2015,shot,gun,17,M,W,Grand Junction,CO,FALSE,attack,Other,FALSE
+Anthony Gomez,5/20/2015,shot,gun,29,M,B,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Chrislon Talbott,5/20/2015,shot,gun,38,M,B,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Marcus Wheeler,5/20/2015,shot,gun,26,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Jonathan  Colley,5/20/2015,shot and Tasered,knife,52,M,W,Green,OH,FALSE,other,Not fleeing,FALSE
+Nikki Jo Burtsfield,5/20/2015,shot and Tasered,knife,39,F,W,Gillette,WY,FALSE,other,Car,FALSE
+David Alejandro Gandara,5/21/2015,shot,gun,22,M,H,El Paso,TX,TRUE,undetermined,Not fleeing,FALSE
+Javoris Washington,5/21/2015,shot,knife,29,M,B,Ft. Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+James Anthony Cooper,5/21/2015,shot,knife,43,M,W,North Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Elvin Diaz,5/21/2015,shot,knife,24,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Jerome Caldwell,5/21/2015,shot,gun,32,M,B,Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Michael Lowery,5/22/2015,shot,toy weapon,40,M,W,Somerset,PA,FALSE,attack,Not fleeing,FALSE
+James Horn,5/23/2015,shot,gun,47,M,W,Sedalia,MO,FALSE,attack,Not fleeing,FALSE
+Eric Robinson,5/23/2015,shot,gun,40,M,W,Eagar,AZ,FALSE,attack,Car,FALSE
+Caso Jackson,5/23/2015,shot,gun,25,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Cassandra Bolin,5/25/2015,shot,gun,31,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Briggs,5/25/2015,shot,knife,36,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Dalton Branch,5/26/2015,shot,gun,51,M,B,Queens,NY,FALSE,attack,Not fleeing,FALSE
+Jessie  Williams,5/26/2015,shot,undetermined,24,M,W,Bossier City,LA,FALSE,attack,Not fleeing,FALSE
+Millard Tallant III,5/26/2015,shot,gun,62,M,W,Snohomish,WA,TRUE,attack,Not fleeing,FALSE
+Scott McAllister,5/27/2015,shot,knife,39,M,W,Ideal Beach,NJ,FALSE,attack,Not fleeing,FALSE
+Garrett  Sandeno,5/27/2015,shot,toy weapon,24,M,W,Edmond,OK,TRUE,attack,Not fleeing,FALSE
+Harry Davis,5/27/2015,shot,knife,57,M,W,Rockville,GA,TRUE,attack,Not fleeing,FALSE
+Feras Morad,5/27/2015,shot and Tasered,unarmed,20,M,O,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Simon Hubble,5/27/2015,shot and Tasered,screwdriver,33,M,W,Alpine,CA,TRUE,other,Not fleeing,FALSE
+Darrell Morgan,5/28/2015,shot,gun,60,M,W,Lancaster,SC,FALSE,attack,Not fleeing,FALSE
+James Strong,5/28/2015,shot,gun,32,M,B,Northglenn,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Dothard,5/28/2015,shot,gun,40,M,B,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Kyle Baker,5/28/2015,shot and Tasered,lawn mower blade,18,M,W,Trenton,MI,FALSE,attack,Not fleeing,FALSE
+Kevin Allen,5/29/2015,shot,knife,36,M,B,Lyndhurst,NJ,FALSE,other,Not fleeing,FALSE
+Nehemiah Fischer,5/29/2015,shot,gun,35,M,W,Okmulgee County,OK,FALSE,attack,Not fleeing,FALSE
+Robert Box,5/29/2015,shot,gun,55,M,W,Wilderville,OR,FALSE,attack,Not fleeing,FALSE
+Ebin Lamont Proctor,5/30/2015,shot,unarmed,19,M,W,Cottonwood,AZ,FALSE,attack,Foot,FALSE
+Alexander Tirado Rivera,5/30/2015,shot,toy weapon,39,M,H,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+James Anthony Morris,5/31/2015,shot,gun,40,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+James Bushey,5/31/2015,shot,toy weapon,47,M,W,Palestine,TX,FALSE,attack,Not fleeing,TRUE
+Joseph Ladd,6/1/2015,shot,gun,23,M,W,Greece,NY,TRUE,attack,Other,FALSE
+Usaamah Rahim,6/2/2015,shot,knife,26,M,B,Roslindale,MA,FALSE,other,Not fleeing,FALSE
+Kamal Dajani,6/2/2015,shot,knife,26,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Martinez,6/3/2015,shot,gun,18,M,H,Ellis County,TX,TRUE,attack,Car,FALSE
+Edelmiro Hernandez,6/3/2015,shot,knife,33,M,H,Fuqua,TX,FALSE,other,Car,FALSE
+Ronald Neal,6/3/2015,shot,gun,56,M,W,Byram,NJ,TRUE,attack,Not fleeing,FALSE
+Lorenzo Garza,6/3/2015,shot,gun,46,M,H,Delano,CA,FALSE,attack,Car,FALSE
+Rudy Baca,6/3/2015,shot and Tasered,unarmed,36,M,H,Los Lunas,NM,FALSE,attack,Not fleeing,FALSE
+Jesus Quezada Gomez,6/5/2015,shot,gun,50,M,H,Santa Maria,CA,FALSE,attack,Not fleeing,FALSE
+Christie Cathers,6/5/2015,shot,,45,F,W,Morgantown,WV,FALSE,other,Car,FALSE
+James Smillie,6/6/2015,shot,gun,53,M,W,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Alejandro Campos Fernandez,6/6/2015,shot,gun,45,M,H,Watsonsville,CA,FALSE,attack,Foot,FALSE
+Joe Nevels,6/6/2015,shot,box cutter,42,M,W,Midland,TX,TRUE,other,Not fleeing,FALSE
+Damien Ramirez,6/6/2015,shot,gun,27,M,H,Strasburg,CO,FALSE,attack,Car,FALSE
+Demouria Hogg,6/6/2015,shot and Tasered,gun,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Matthew Wayne McDaniel,6/7/2015,shot,gun,36,M,W,Melbourne,FL,FALSE,attack,Not fleeing,FALSE
+Gene Marshall,6/7/2015,shot,gun,58,M,W,Woodland,WA,TRUE,attack,Not fleeing,FALSE
+James Johnson,6/8/2015,shot,gun,54,M,,Beech Grove,IN,TRUE,attack,Not fleeing,FALSE
+Rene Garcia,6/8/2015,shot,knife,30,M,H,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Richard Warolf,6/8/2015,shot,gun,69,M,W,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Jeremy Linhart,6/9/2015,shot,unarmed,30,M,W,Findlay,OH,FALSE,attack,Not fleeing,FALSE
+Greg  Hartley,6/9/2015,shot,gun,45,M,W,Tomball,TX,FALSE,attack,Car,FALSE
+QuanDavier Hicks,6/9/2015,shot,gun,22,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Ryan Bolinger,6/9/2015,shot,unarmed,28,M,W,Des Moines,IA,FALSE,other,Car,FALSE
+Isiah Hampton,6/10/2015,shot,gun,19,M,B,Bronx,NY,FALSE,attack,Not fleeing,FALSE
+Charles Ziegler,6/11/2015,shot,gun,40,M,B,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+Raymond  Phillips,6/11/2015,shot,gun,86,M,,Columbia,TN,TRUE,attack,Not fleeing,FALSE
+Fritz Severe,6/11/2015,shot,undetermined,46,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Mark Flores,6/11/2015,shot,gun,28,M,H,Bexar County,TX,TRUE,attack,Not fleeing,FALSE
+Raymond Peralta-Lantigua,6/11/2015,shot,knife,22,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Shelly Haendiges,6/12/2015,shot,toy weapon,17,F,W,Kokomo,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Hodge,6/13/2015,shot,gun,46,M,W,Fort Wayne,IN,FALSE,attack,Not fleeing,FALSE
+Deng Manyoun,6/13/2015,shot,flagpole,35,M,B,Louisville,KY,FALSE,other,Not fleeing,FALSE
+James Boulware,6/13/2015,shot,guns and explosives,35,M,W,Hutchins,TX,TRUE,attack,Not fleeing,FALSE
+Kenneth Garcia,6/14/2015,shot,,28,M,H,Stockton,CA,FALSE,attack,Car,FALSE
+Zane Terryn,6/14/2015,shot,gun,15,M,W,Cocoa,FL,TRUE,attack,Not fleeing,FALSE
+Kris Jackson,6/15/2015,shot,unarmed,22,M,B,South Lake Tahoe,CA,FALSE,other,Foot,FALSE
+Christopher DeLeon,6/16/2015,shot,gun,28,M,H,Visalia,CA,FALSE,attack,Not fleeing,FALSE
+Joe Charboneau,6/16/2015,shot,gun,31,M,N,Wood Lake,ND,FALSE,attack,Not fleeing,FALSE
+Wendy Chappell,6/17/2015,shot,gun,40,F,W,Clanton,AL,FALSE,attack,Car,FALSE
+Kenneth Lanphier,6/17/2015,shot,gun,48,M,W,Hobbs,NM,TRUE,attack,Not fleeing,FALSE
+Oleg Tcherniak,6/18/2015,shot,knife,58,M,W,Coney Island,NY,FALSE,attack,Foot,FALSE
+Santos Laboy,6/19/2015,shot,knife,44,M,H,Boston,MA,TRUE,other,Foot,FALSE
+Trepierre Hummons,6/19/2015,shot,gun,21,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Louis Atencio,6/19/2015,shot,gun,50,M,H,Greeley,CO,FALSE,attack,Not fleeing,FALSE
+Alfontish Cockerham,6/20/2015,shot,gun,23,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Adrian Simental,6/21/2015,shot,unarmed,24,M,H,Azusa,CA,TRUE,other,Not fleeing,FALSE
+Charles  Marshall,6/21/2015,shot,cordless drill,49,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+James Monroe Barrett,6/22/2015,shot,gun,60,M,W,Ronda,NC,FALSE,attack,Foot,FALSE
+Eduardo Reyes,6/22/2015,shot,gun,35,M,H,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+Tyler Wicks,6/22/2015,shot,gun,29,M,W,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Tyrone Harris,6/22/2015,shot,gun,20,M,B,Pittsburgh,PA,FALSE,attack,Car,FALSE
+Joshua Dyer,6/23/2015,shot,unarmed,34,M,W,Indianapolis,IN,FALSE,other,Car,FALSE
+Jonathan Wilson,6/23/2015,shot,knife,22,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Randall Waddel,6/23/2015,shot,knife,49,M,W,Weatherford,TX,TRUE,other,Foot,FALSE
+Taylor Culbertson,6/23/2015,shot,gun,32,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Damien A. Harrell,6/24/2015,shot,gun,26,M,B,York County,VA,FALSE,attack,Not fleeing,TRUE
+Spencer McCain,6/25/2015,shot,unarmed,41,M,B,Owings Mills,MD,TRUE,other,Not fleeing,FALSE
+Gilbert Jake Vanderburgh,6/25/2015,shot,gun,61,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Richard Matt,6/26/2015,shot,gun,49,M,W,Malone,NY,FALSE,attack,Other,FALSE
+Joe Angel Cisneros,6/26/2015,shot,gun,28,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Joshua Crittenden,6/27/2015,shot,gun,35,M,W,Tahlequah,OK,FALSE,attack,Not fleeing,TRUE
+Alan  Bellew,6/28/2015,shot,toy weapon,29,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Richard LaPort,6/29/2015,shot,gun,51,M,W,Edinburg,NY,TRUE,attack,Not fleeing,FALSE
+Clay Alan  Lickteig,6/30/2015,shot,gun,52,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Kevin Lamont Judson,7/1/2015,shot,,24,M,B,McMinnville,OR,FALSE,attack,Foot,FALSE
+Kaleb Landon,7/1/2015,shot,gun,32,M,W,Josephine County,OR,FALSE,attack,Car,FALSE
+Douglas Buckley,7/2/2015,shot,toy weapon,45,M,W,Brockton,MA,TRUE,attack,Not fleeing,FALSE
+Ton Nguyen,7/2/2015,shot,knife,60,M,A,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Victor Emanuel Larosa,7/2/2015,shot,unarmed,23,M,B,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Brian Johnson,7/2/2015,shot,crossbow,59,M,,Meadow Bridge,WV,TRUE,attack,Not fleeing,FALSE
+Arturo Lopez,7/3/2015,shot,gun,46,M,H,Lancaster,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Camacho,7/3/2015,shot,gun,33,M,H,Camden,NJ,TRUE,attack,Not fleeing,FALSE
+Joseph Julian,7/3/2015,shot,gun,40,M,W,Miami Beach,FL,FALSE,attack,Not fleeing,FALSE
+Cesar A. Limon Juarez,7/3/2015,shot and Tasered,knife,27,M,H,West Covina,CA,FALSE,attack,Not fleeing,FALSE
+Robert Elando Malone,7/4/2015,shot,gun,42,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Michael Shannon Gaby,7/4/2015,shot,gun,37,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Kawanza Beaty,7/4/2015,shot,gun,23,M,B,Newport News,VA,FALSE,attack,Foot,FALSE
+Bryan David Bauer,7/4/2015,shot,gun,36,M,W,Henderson,NV,FALSE,attack,Not fleeing,FALSE
+John Deming,7/5/2015,shot,unarmed,19,M,W,Pleasanton,CA,FALSE,attack,Foot,FALSE
+Michael Holt,7/5/2015,shot,gun,35,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Johnny Ray Anderson,7/5/2015,shot,unarmed,43,M,W,Hawaiian Gardens,CA,FALSE,other,Not fleeing,FALSE
+Richard Munroe,7/5/2015,shot and Tasered,toy weapon,25,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Tyler Rogers,7/6/2015,shot,gun,20,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Hagen Esty-Lennon,7/6/2015,shot,knife,42,M,W,Bath,NH,TRUE,other,Not fleeing,TRUE
+Jason Hendley,7/6/2015,shot,knife,29,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+David Oliva Sarabia,7/6/2015,shot and Tasered,knife,42,M,H,Atwater,CA,FALSE,attack,Car,FALSE
+John Leonard Berry,7/6/2015,shot and Tasered,,31,M,W,Lakewood,CA,TRUE,attack,Other,FALSE
+Marcellus Jamarcus Burley,7/7/2015,shot,gun,18,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Adam Dujanovic,7/7/2015,shot,metal pole,33,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Joe Cody,7/7/2015,shot,gun,59,M,W,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,7/7/2015,shot,gun,47,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Jose Graciano Lopez,7/7/2015,shot,gun,39,M,H,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Tremaine Dantzler,7/7/2015,shot,knife,37,M,B,Atlantic City,NJ,FALSE,attack,Foot,FALSE
+Nicholas Booth,7/7/2015,shot,gun,35,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Joshua Blough,7/7/2015,shot,knife,28,M,W,Elizabethtown,KY,FALSE,other,Not fleeing,FALSE
+Michael Terence Westrich,7/8/2015,shot,gun,59,M,W,Beaverton,OR,FALSE,attack,Not fleeing,FALSE
+Dallas Shatley,7/8/2015,shot,,62,M,W,Ashe County,NC,FALSE,attack,Car,TRUE
+Rocco Joseph Palmisano,7/9/2015,shot,gun,50,M,W,Parowan,UT,FALSE,attack,Not fleeing,FALSE
+Robert Hammonds,7/9/2015,shot,gun,68,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Martice Milliner,7/9/2015,shot,gun,27,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Cyrus Hurtado,7/9/2015,shot,gun,17,M,W,Boulder Creek,CA,TRUE,attack,Not fleeing,FALSE
+Javon Hawkins,7/9/2015,shot,sword,21,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Neil White,7/9/2015,shot and Tasered,Taser,38,M,W,Los Angeles,CA,FALSE,attack,Other,FALSE
+James Michael Todora,7/10/2015,shot,gun,54,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Freddie Blue,7/10/2015,shot,gun,20,M,B,Covington,GA,FALSE,attack,Not fleeing,FALSE
+Eugene McSwain,7/10/2015,shot,gun,25,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Billy Maine,7/11/2015,shot,gun,31,M,W,Olivehurst,CA,FALSE,attack,Not fleeing,FALSE
+Paul Castaway,7/12/2015,shot,knife,35,M,N,Denver,CO,TRUE,other,Foot,FALSE
+David Lepine,7/12/2015,shot,gun,60,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Matthew Watson,7/12/2015,shot,gun,24,M,W,River Forest,IL,FALSE,attack,Not fleeing,FALSE
+Christopher Benton,7/12/2015,shot,gun,27,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Salvado Ellswood,7/12/2015,shot and Tasered,unarmed,36,M,B,Plantation,FL,FALSE,attack,Not fleeing,FALSE
+Frederick Farmer,7/13/2015,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Matthew Ryan Graham,7/13/2015,shot,gun,24,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Rafael Suazo,7/13/2015,shot,,23,M,H,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+Jason Davis,7/13/2015,shot and Tasered,box cutter,41,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chacarion Avant,7/14/2015,shot,gun,20,M,B,Mascotte,FL,FALSE,attack,Not fleeing,FALSE
+Charles Crandall,7/14/2015,shot,gun,76,M,,Southington,OH,FALSE,attack,Not fleeing,FALSE
+Eugene Kailing,7/15/2015,shot and Tasered,metal pipe,43,M,W,Marion,MI,TRUE,other,Not fleeing,FALSE
+Antonio Gonzalez,7/16/2015,shot,sword,29,M,H,Wauwatosa,WI,TRUE,other,Not fleeing,FALSE
+Edward Foster III,7/16/2015,shot,gun,35,M,B,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Patrick Stephen Pippin,7/16/2015,shot,gun,30,M,W,Kansas City,KS,FALSE,attack,Other,FALSE
+Mohammad Youssef Abdulazeez,7/16/2015,shot,gun,24,M,O,Chattanooga,TN,TRUE,attack,Not fleeing,FALSE
+Saige Hack,7/16/2015,shot,gun,23,M,N,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Pierre Gabriel Koellner,7/16/2015,shot,gun,29,M,W,Opp,AL,FALSE,attack,Foot,FALSE
+Anthonie Smith,7/16/2015,shot and Tasered,metal hand tool,25,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Samuel Smith,7/17/2015,shot,knife,27,M,W,Seattle,WA,FALSE,other,Foot,FALSE
+Jackie Brand,7/17/2015,shot,gun,50,M,W,Needles,CA,TRUE,attack,Not fleeing,FALSE
+Darrius Stewart,7/17/2015,shot,unarmed,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Jose Roman Rodriguez,7/17/2015,shot,undetermined,24,M,H,Brownsville,TX,FALSE,other,Other,FALSE
+Albert Joseph Davis,7/17/2015,shot and Tasered,unarmed,23,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+David  Wheat Jr.,7/18/2015,shot,knife,22,M,W,Fort Collins,CO,TRUE,attack,Not fleeing,FALSE
+Kevin Thomas Snyder,7/18/2015,shot,gun,46,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Charles Edward Dewey,7/18/2015,shot,gun,65,M,W,Colby,KS,FALSE,attack,Not fleeing,FALSE
+Samuel DuBose,7/19/2015,shot,unarmed,43,M,B,Mt. Auburn,OH,FALSE,other,Car,TRUE
+Joshua LeBoeuf,7/20/2015,shot,gun,35,M,W,Winnie,TX,FALSE,attack,Other,FALSE
+Troy Francis,7/20/2015,shot,knife,54,M,,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Darren Billy Wilson,7/21/2015,shot,unarmed,47,M,W,White,GA,FALSE,other,Not fleeing,FALSE
+Joseph Fuller,7/21/2015,shot,gun,24,M,W,Oakland Park,FL,FALSE,other,Car,FALSE
+Jerrod Tyre,7/21/2015,shot,gun,35,M,W,Jesup,GA,FALSE,attack,Not fleeing,FALSE
+Francisco Benitez-Santiago,7/22/2015,shot,gun,25,M,H,Monroe,WI,FALSE,attack,Not fleeing,FALSE
+Devon Guisherd,7/22/2015,shot,gun,27,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Andre Dontrell Williams,7/22/2015,shot and Tasered,knife,26,M,B,Oklahoma City,OK,FALSE,other,Other,FALSE
+Dontae L. Martin,7/23/2015,shot,gun,34,M,B,Dayton,OH,FALSE,attack,Not fleeing,FALSE
+Brian Stortzum,7/23/2015,shot,gun,32,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,FALSE
+Robbie Lee Edison,7/23/2015,shot,toy weapon,47,M,W,Douglas,WY,FALSE,attack,Not fleeing,FALSE
+Tamala Satre,7/23/2015,shot,gun,44,F,W,Meadow Vista,CA,TRUE,attack,Not fleeing,FALSE
+Derek Wolfsteller,7/23/2015,shot and Tasered,unarmed,31,M,W,Plymouth,MN,TRUE,attack,Not fleeing,FALSE
+Seth Raines,7/24/2015,shot,gun,44,M,W,Studio City,CA,FALSE,attack,Not fleeing,FALSE
+Lee Aaron Gerston,7/24/2015,shot and Tasered,knife,30,M,W,Pinnacle,NC,FALSE,other,Not fleeing,FALSE
+Christopher Olmstead,7/25/2015,shot,blunt object,60,M,W,New Orleans,LA,TRUE,attack,Car,FALSE
+Roger Braswell,7/25/2015,shot,gun,50,M,W,Decatur,GA,TRUE,attack,Not fleeing,FALSE
+Bryan Keith  Day,7/25/2015,shot,toy weapon,36,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Earl Jackson,7/25/2015,shot,gun,59,M,B,Micanopy,FL,FALSE,attack,Not fleeing,FALSE
+Khari Westly,7/26/2015,shot,gun,33,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Zachary Hammond,7/26/2015,shot,,19,M,W,Seneca,SC,FALSE,other,Other,FALSE
+Timothy Milliken,7/27/2015,shot,knife,56,M,W,Irmo,SC,FALSE,attack,Not fleeing,FALSE
+Jean Paul Falgout,7/27/2015,shot,toy weapon,45,M,W,Houma,LA,TRUE,attack,Car,FALSE
+Samuel Forgy,7/27/2015,shot and Tasered,knife,22,M,W,Boulder,CO,FALSE,other,Not fleeing,FALSE
+Timothy Johnson,7/28/2015,shot,knife,41,M,,Manila,AR,FALSE,other,Not fleeing,FALSE
+Michael Malone,7/29/2015,shot,gun,34,M,H,Las Cruces,NM,FALSE,undetermined,Foot,FALSE
+Roger Darrin Barker,7/29/2015,shot,gun,53,M,W,Logan,UT,TRUE,attack,Not fleeing,FALSE
+Mark Perkins,7/30/2015,shot,gun,48,M,W,Gardnerville Ranchos,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Daniel Vrenon,7/30/2015,shot,gun,25,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Philip Vallejo,7/30/2015,shot,gun,30,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Oscar Lotari Romero,7/30/2015,shot and Tasered,metal stick,47,M,H,Whittier,CA,FALSE,attack,Not fleeing,FALSE
+Rafael Molina,7/31/2015,shot,gun,33,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Jeremy  Hatch,7/31/2015,shot,gun,34,M,W,Roswell,NM,FALSE,attack,Not fleeing,FALSE
+David  Cook,8/1/2015,shot,gun,52,M,,Nitro,WV,FALSE,attack,Not fleeing,FALSE
+Armando Serrano,8/1/2015,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Virgil Reynolds,8/2/2015,shot,,63,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+Antonio Clements,8/3/2015,shot,gun,49,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Malave,8/3/2015,shot,gun,18,M,W,Campbelltown,PA,FALSE,attack,Foot,FALSE
+Franklin Short,8/3/2015,shot,gun,71,M,W,Powhatan County,VA,FALSE,attack,Not fleeing,FALSE
+Shawn Ruble,8/3/2015,shot,toy weapon,35,M,W,Muncie,IN,TRUE,attack,Not fleeing,FALSE
+Daniel Robert Avila,8/4/2015,shot,undetermined,55,M,H,San Diego County,CA,TRUE,other,Not fleeing,FALSE
+Darius D. Graves,8/4/2015,shot,gun,31,M,B,Rantoul,IL,TRUE,undetermined,Not fleeing,TRUE
+Tyler Alexander Dattilo,8/5/2015,shot,knife,18,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+John Dieringer,8/5/2015,shot,knife,51,M,W,Greenfield,WI,TRUE,other,Not fleeing,FALSE
+Raymond Hodge,8/5/2015,shot,gun,39,M,B,Maui,HI,FALSE,attack,Not fleeing,FALSE
+Keshawn Dominique Hargrove,8/5/2015,shot,gun,20,M,B,Richmond,VA,FALSE,attack,Foot,FALSE
+Vincente Montano,8/5/2015,shot,hatchet,29,M,W,Antioch,TN,TRUE,attack,Not fleeing,FALSE
+Jason Galaviz,8/5/2015,shot,gun,40,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Gustavo Ponce-Galon,8/6/2015,shot,knife,42,M,H,Elsmere,KY,FALSE,attack,Not fleeing,FALSE
+Charles Bertram,8/6/2015,shot,gun,22,M,B,El Paso,TX,FALSE,attack,Car,FALSE
+Christian Taylor,8/7/2015,shot,unarmed,19,M,B,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Abel Correa,8/7/2015,shot,sharp object,24,M,H,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Aaron Marchese,8/7/2015,shot,toy weapon,30,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Mark Keckhafer,8/7/2015,shot,,53,M,W,Superior,MT,FALSE,other,Car,FALSE
+Tsombe Clark,8/7/2015,shot,gun,25,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Derrick Lee Hunt,8/7/2015,shot,knife,28,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Roderick Burr,8/8/2015,shot,gun,33,M,,Brookshire,TX,FALSE,attack,Not fleeing,FALSE
+Shamir Terrel Palmer,8/8/2015,shot,gun,24,M,B,Summerville,SC,FALSE,attack,Car,FALSE
+Jeffrey Clyde Wilkes,8/8/2015,shot,gun,59,M,W,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+Kevin McDaniel,8/8/2015,shot,gun,46,M,W,Spokane,WA,FALSE,attack,Not fleeing,FALSE
+Andre Green,8/9/2015,shot,,15,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Eric Tompkins,8/9/2015,shot,gun,41,M,W,Ardmore,OK,TRUE,attack,Not fleeing,FALSE
+Robert Patrick Quinn,8/9/2015,shot,toy weapon,77,M,,Pittston,PA,TRUE,attack,Not fleeing,FALSE
+Edrian Rivera,8/9/2015,shot,meat cleaver,22,M,H,San Jose,CA,FALSE,attack,Foot,FALSE
+Richard Tyler Young,8/10/2015,shot,,24,M,W,Gilbert,AZ,FALSE,other,Not fleeing,FALSE
+Casey George Alarcon,8/11/2015,shot,gun,34,M,W,Sandpoint,ID,FALSE,attack,Not fleeing,FALSE
+Randall Lance Hughes,8/11/2015,shot and Tasered,knife,48,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Richard Dean Shull Jr.,8/12/2015,shot,gun,24,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Nathaniel Wilks,8/12/2015,shot,gun,27,M,B,Oakland,CA,FALSE,attack,Car,TRUE
+Anthony Lorenzo Vallejo,8/12/2015,shot,gun,27,M,H,Hemet,CA,FALSE,attack,Car,FALSE
+Reginald Marshall,8/12/2015,shot,gun,27,M,B,Toledo,OH,FALSE,attack,Car,FALSE
+William Smith,8/12/2015,shot,gun,49,M,W,Hobbs,NM,FALSE,undetermined,Car,FALSE
+Redel Jones,8/12/2015,shot and Tasered,knife,30,F,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Garland Tyree,8/14/2015,shot,gun,38,M,B,Staten Island,NY,FALSE,attack,Not fleeing,FALSE
+Hector Rene Sorriano Gonzalez,8/14/2015,shot,gun,26,M,H,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Asshams Pharoah Manley,8/14/2015,shot,unarmed,30,M,B,District Heights,MD,TRUE,attack,Foot,FALSE
+Christopher Anderson,8/14/2015,shot and Tasered,box cutter,53,M,W,Bolton,CT,FALSE,attack,Car,FALSE
+Allen Matthew Baker,8/15/2015,shot,gun,23,M,B,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Benjamin Peter Ashley,8/15/2015,shot,,34,M,B,Inyokern,CA,FALSE,attack,Not fleeing,FALSE
+Jonathon  Pope,8/15/2015,shot,gun,30,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+John Unsworth,8/15/2015,shot and Tasered,unarmed,43,M,W,Hanover,IN,FALSE,attack,Not fleeing,FALSE
+Matthew Castillo,8/16/2015,shot,gun,29,M,H,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Steven B. Norton,8/16/2015,shot,gun,47,M,W,Kerrville,TX,FALSE,attack,Not fleeing,FALSE
+Frederick Roy,8/17/2015,shot,gun,35,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Richard Jacquez,8/17/2015,shot,unarmed,40,M,H,San Jose,CA,FALSE,other,Foot,FALSE
+Mansur Ball-Bey,8/19/2015,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Deviere Ernel Ransom,8/19/2015,shot,gun,24,M,B,Bloomfield Township,MI,FALSE,attack,Car,FALSE
+Jason Hale,8/19/2015,shot,gun,29,M,W,Hunters,WA,TRUE,attack,Foot,FALSE
+Wade Allen Baker,8/19/2015,shot,gun,44,M,W,Canton,NC,TRUE,attack,Not fleeing,FALSE
+Raul Herrera,8/20/2015,shot,gun,17,M,H,Ontario,CA,TRUE,attack,Not fleeing,FALSE
+Tyler Gerken,8/20/2015,shot,gun,19,M,W,Beverly,OH,TRUE,attack,Not fleeing,FALSE
+Jeffory Ray Tevis,8/20/2015,shot and Tasered,unarmed,50,M,W,Tuscaloosa,AL,TRUE,attack,Not fleeing,FALSE
+Timmy Walling,8/21/2015,shot,gun,57,M,W,Grapeview,WA,TRUE,attack,Not fleeing,FALSE
+Charles S. Hall,8/21/2015,shot,,30,M,W,North East,MD,FALSE,attack,Car,FALSE
+Alan Joseph Rushton,8/21/2015,shot,knife,38,M,W,Wake Forest,NC,FALSE,other,Not fleeing,FALSE
+Adam Schneider,8/22/2015,shot,gun,31,M,W,Cohasset,MN,FALSE,attack,Not fleeing,FALSE
+Jason Lee Alderman,8/22/2015,shot,carjack,29,M,W,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Nicholas Garner,8/22/2015,shot,,26,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Kenneth Henry Morgan,8/22/2015,shot,knife,64,M,W,King George,VA,FALSE,other,Not fleeing,FALSE
+Thaddeus Faison,8/22/2015,shot and Tasered,gun,39,M,B,Troy,NY,FALSE,attack,Foot,FALSE
+William Lee Snider,8/23/2015,shot,gun,57,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Richard Francis Compo,8/23/2015,shot,gun,36,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Ray Tompkins,8/23/2015,shot,gun,36,M,W,Arab,AL,FALSE,attack,Car,FALSE
+Julian Hoffman,8/23/2015,shot,toy weapon,21,M,W,Brick Township,NJ,FALSE,attack,Not fleeing,FALSE
+Bobby Troledge Norris,8/23/2015,shot,gun,53,M,B,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Marvin Maestas,8/25/2015,shot,gun,30,M,H,Santa Fe,NM,FALSE,attack,Foot,FALSE
+Curtis Smith,8/25/2015,shot,knife,34,M,B,West Chester,PA,FALSE,attack,Not fleeing,FALSE
+Todd Tomlinson,8/25/2015,shot,gun,53,M,W,Thonotosassa,FL,FALSE,attack,Not fleeing,FALSE
+Shane Rudolph,8/25/2015,shot,gun,45,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Marvin Arroliga,8/25/2015,shot,gun,22,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Steven Dodd,8/26/2015,shot,toy weapon,22,M,W,Hendersonville,TN,TRUE,attack,Not fleeing,FALSE
+Brent Pickard,8/26/2015,shot,gun,46,M,W,Chattanooga,TN,FALSE,attack,Car,FALSE
+Kyle Lambrose,8/26/2015,shot,gun,27,M,W,West Jordan,UT,TRUE,attack,Not fleeing,FALSE
+Yonas Alehegne,8/27/2015,shot,chain,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Robert Hober,8/27/2015,shot,box cutter,54,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Manuel Soriano,8/27/2015,shot,contractor's level,29,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bertrand Davis,8/27/2015,shot and Tasered,box cutter,42,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Gilbert Flores,8/28/2015,shot,undetermined,41,M,H,San Antonio,TX,TRUE,undetermined,Not fleeing,FALSE
+William Evans,8/28/2015,shot,gun,28,M,W,Spanish Fork,UT,TRUE,attack,Not fleeing,TRUE
+Felix Kumi,8/28/2015,shot,unarmed,61,M,B,Mount Vernon,NY,FALSE,other,Not fleeing,FALSE
+Devin Brian Dial,8/28/2015,shot,gun,23,M,W,Longview,TX,FALSE,attack,Not fleeing,FALSE
+James Marcus Brown,8/29/2015,shot,gun,25,M,B,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+Roger Albrecht,8/29/2015,shot,knife,,M,W,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Rafael Cruz Jr,8/29/2015,shot,unarmed,29,M,H,Chicago,IL,FALSE,undetermined,Car,FALSE
+Shawn Hall,8/30/2015,shot,gun,20,M,W,Cushing,OK,FALSE,attack,Not fleeing,FALSE
+David M.  Leon,8/30/2015,shot,gun,40,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+William Rippley,8/31/2015,shot,knife,45,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Cedric Maurice Williams,9/1/2015,shot,guns and explosives,33,M,B,Bluefield,WV,FALSE,attack,Foot,FALSE
+Charles Robert Shaw,9/1/2015,shot,gun,76,M,W,Twinsburg,OH,FALSE,attack,Not fleeing,FALSE
+Michael Todd Evans,9/1/2015,shot,gun,47,M,W,Artesia,NM,FALSE,attack,Not fleeing,FALSE
+Arthur Bates,9/2/2015,shot,gun,45,M,W,Prescott,AZ,TRUE,attack,Not fleeing,TRUE
+Freddy Centeno,9/3/2015,shot,unarmed,40,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Curtis James Meyer,9/4/2015,shot,gun,37,M,W,Mitchell,SD,TRUE,attack,Not fleeing,FALSE
+Richard Keith Kelley,9/4/2015,shot,gun,27,M,W,Weitchpec,CA,FALSE,attack,Car,FALSE
+Sully Lanier,9/4/2015,shot,gun,36,M,W,Springtown,TX,FALSE,attack,Not fleeing,FALSE
+Harrison Lambert,9/4/2015,shot,knife,23,M,W,Merrimack,NH,TRUE,other,Not fleeing,FALSE
+Jose Ramon Damiani Jr,9/4/2015,shot and Tasered,metal pipe,49,M,H,French Lick,IN,FALSE,attack,Not fleeing,FALSE
+La'vante Trevon Biggs,9/5/2015,shot,toy weapon,21,M,B,Durham,NC,TRUE,attack,Not fleeing,FALSE
+Luis Wenceslao,9/5/2015,shot,metal pipe,32,M,H,Ontario,CA,TRUE,other,Not fleeing,TRUE
+Angelo Delano Perry,9/5/2015,shot,gun,35,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+India Kager,9/5/2015,shot,unarmed,28,F,B,Virginia Beach,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Yero,9/6/2015,shot,gun,59,M,H,Little Havana,FL,FALSE,attack,Car,FALSE
+Mohamed Ibrahim,9/6/2015,shot,gun,28,M,B,Shreveport,LA,TRUE,attack,Car,FALSE
+William Verrett,9/6/2015,shot,gun,45,M,W,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Casimero Carlos Casillas,9/7/2015,shot,metal pipe,45,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Tristan Vent,9/8/2015,shot,gun,19,M,N,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Dustin Kuik,9/9/2015,shot,gun,25,M,W,Ashwaubenon,WI,FALSE,attack,Not fleeing,FALSE
+Tyrone Holman,9/9/2015,shot,guns and explosives,37,M,B,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Vincent J. Perdue,9/9/2015,shot,gun,33,M,N,Fairbanks,AK,FALSE,attack,Car,FALSE
+William Chau,9/9/2015,shot,knife,59,M,A,El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Tian Ma,9/10/2015,shot,knife,31,M,A,Potsdam,NY,FALSE,attack,Not fleeing,FALSE
+Bruce Santino,9/10/2015,shot,knife,35,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Brandon Foy,9/10/2015,shot,gun,29,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+ Austin Wilburly  Reid,9/10/2015,shot,gun,32,M,W,Lodi,CA,FALSE,attack,Foot,FALSE
+Eddie Tapia,9/10/2015,shot,gun,41,M,H,Downey,CA,FALSE,attack,Car,FALSE
+Robert T. Edwards,9/11/2015,shot,gun,31,M,W,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Phillip Pfleghardt,9/11/2015,shot,gun,44,M,W,Broomfield,CO,FALSE,attack,Car,FALSE
+Derick Davis,9/12/2015,shot,undetermined,23,M,W,Sylacauga,AL,FALSE,undetermined,Other,FALSE
+Jack Stevens Jr.,9/12/2015,shot,gun,45,M,W,West Knox,TN,FALSE,attack,Not fleeing,FALSE
+Martin Francis Hammen,9/13/2015,shot,gun,39,M,W,Wellman,IA,TRUE,attack,Not fleeing,FALSE
+Clifford Butler,9/13/2015,shot,gun,67,M,B,McAlester,OK,TRUE,attack,Not fleeing,FALSE
+Jeffrey Eugene Brooks,9/13/2015,shot,gun,29,M,W,Clute,TX,FALSE,attack,Car,FALSE
+Joseph Thompson Johnson-Shanks,9/14/2015,shot,gun,25,M,B,Princeton,KY,FALSE,attack,Car,FALSE
+David Todd Powell,9/14/2015,shot,unarmed,28,M,W,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+Tyrone Bass,9/15/2015,shot,unknown weapon,21,M,B,Chalmette,LA,FALSE,attack,Not fleeing,FALSE
+Florencio Chaidez,9/15/2015,shot,gun,32,M,H,Panorama City,CA,FALSE,attack,Not fleeing,TRUE
+Jorge  Suarez-Ruiz,9/15/2015,shot,gun,51,M,H,Miami,FL,TRUE,undetermined,Car,FALSE
+Carlos Wilhelm,9/15/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bobby R. Anderson,9/15/2015,shot,gun,27,M,B,Alexandria,LA,FALSE,other,Not fleeing,FALSE
+Rory Lynn Gunderman,9/16/2015,shot,gun,31,M,W,Lead,SD,TRUE,attack,Foot,FALSE
+Mark Gary,9/17/2015,shot,gun,50,M,W,Beaverton,MI,FALSE,attack,Not fleeing,FALSE
+Lawrence Price,9/17/2015,shot,gun,,M,W,Brodhead,KY,FALSE,attack,Not fleeing,FALSE
+Nicholas Alan Johnson,9/18/2015,shot,,32,M,W,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Gregory Herrell,9/18/2015,shot,undetermined,47,M,W,Dickson,TN,FALSE,undetermined,Not fleeing,FALSE
+Lucien Rolland,9/19/2015,shot,gun,46,M,W,Slidell,LA,FALSE,attack,Car,FALSE
+Scott Beech,9/19/2015,shot,gun,57,M,W,Washington County,AL,TRUE,attack,Not fleeing,TRUE
+Michael Thomas Pierce,9/20/2015,shot,gun,23,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,TRUE
+Jerrald Wright,9/20/2015,shot,gun,56,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Gerardo Ramirez,9/21/2015,shot,gun,24,M,H,Dallas,TX,TRUE,attack,Not fleeing,FALSE
+William Spaits,9/21/2015,shot,gun,27,M,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Tina Money,9/21/2015,shot,gun,23,F,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Timothy Wagner,9/21/2015,shot,gun,26,M,W,Barberville,FL,FALSE,attack,Not fleeing,FALSE
+Dominic Fuller,9/21/2015,shot,stapler,34,M,H,Auburndale,FL,FALSE,other,Foot,FALSE
+Steven McKenny,9/21/2015,shot and Tasered,unarmed,21,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Dante Osborne,9/22/2015,shot,gun,32,M,B,Oakland,CA,FALSE,attack,Car,FALSE
+Joel Dixon Smith,9/22/2015,shot,gun,33,M,W,Niceville,FL,TRUE,attack,Not fleeing,FALSE
+Tim Kyle Torngren,9/22/2015,shot,gun,55,M,W,Happy Valley,CA,TRUE,attack,Not fleeing,FALSE
+Donaven Kyle Anderson,9/22/2015,shot,gun,26,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Robert Berger,9/23/2015,shot,knife,48,M,O,Salt Lake City,UT,FALSE,attack,Not fleeing,FALSE
+Joseph Khammash,9/23/2015,shot,gun,35,M,W,McKinney,TX,FALSE,attack,Not fleeing,FALSE
+Keith Harrison McLeod,9/23/2015,shot,unarmed,19,M,B,Reisterstown,MD,FALSE,other,Foot,FALSE
+Kenneth Ray Pinter,9/23/2015,shot,gun,45,M,W,Grayson County,VA,FALSE,attack,Not fleeing,FALSE
+Jeremy McDole,9/23/2015,shot,gun,28,M,B,Wilmington,DE,TRUE,undetermined,Not fleeing,FALSE
+Ernesto Medina Lopez,9/24/2015,shot,knife,42,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Patrick O'Grady,9/24/2015,shot,gun,17,M,W,Fountain,CO,FALSE,attack,Not fleeing,FALSE
+Philip Quinn,9/24/2015,shot,screwdriver,30,M,O,St. Paul,MN,TRUE,other,Not fleeing,FALSE
+William Lemmon,9/25/2015,shot,unarmed,21,M,W,Akron,OH,TRUE,undetermined,Other,FALSE
+Jeffrey Blood,9/25/2015,shot,gun,45,M,W,Wilhoit,AZ,FALSE,attack,Not fleeing,FALSE
+James Anderson,9/25/2015,shot and Tasered,box cutter,33,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Anthony McKinney,9/26/2015,shot,knife,46,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Alejandro Lerma,9/26/2015,shot,gun,23,M,H,Lovington,NM,FALSE,attack,Not fleeing,FALSE
+Norma Angelica Guzman,9/27/2015,shot,knife,37,F,H,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Christopher Shell,9/27/2015,shot,gun,43,M,W,Rossville,GA,FALSE,attack,Not fleeing,FALSE
+Victor Oswaldo Coronado-Martinez,9/27/2015,shot,gun,40,M,H,Ponder,TX,FALSE,attack,Not fleeing,FALSE
+Alberto Hernandez,9/28/2015,shot,toy weapon,59,M,H,San Ysidro,CA,FALSE,attack,Not fleeing,TRUE
+Junior Prosper,9/28/2015,shot and Tasered,unarmed,31,M,B,Miami,FL,FALSE,attack,Foot,FALSE
+Patrick Stephen Lundstrom,9/29/2015,shot,blunt object,46,M,N,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Robert  Christen,9/29/2015,shot,unarmed,37,M,W,Mora,MN,FALSE,attack,Not fleeing,FALSE
+Brandon Lamar Johnson,9/30/2015,shot,gun,28,M,B,Beckley,WV,FALSE,attack,Car,FALSE
+David M. Diaz,10/2/2015,shot,gun,28,M,H,Sierra Vista,AZ,FALSE,attack,Car,FALSE
+Phyllis Ilene Jepsen,10/2/2015,shot,knife,55,F,W,Aloha,OR,TRUE,other,Not fleeing,FALSE
+Matthew Dobbins,10/2/2015,shot,unarmed,29,M,W,Amarillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Christian Pena,10/2/2015,shot and Tasered,knife,26,M,H,Rialto,CA,FALSE,attack,Not fleeing,FALSE
+James Joseph Byrd,10/4/2015,shot,beer bottle,45,M,,Van Nuys,CA,FALSE,undetermined,Not fleeing,FALSE
+Eric Edgell,10/4/2015,shot,gun,27,M,W,Muscle Shoals,AL,TRUE,attack,Foot,FALSE
+Jeffery McCallum,10/4/2015,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+James  Dunaway,10/5/2015,shot,gun,51,M,W,Hurst,TX,FALSE,attack,Foot,FALSE
+Rodney Jencsik,10/5/2015,shot,gun,50,M,W,Woodbridge,NJ,FALSE,attack,Not fleeing,FALSE
+Omar Ali,10/5/2015,shot,unarmed,27,M,O,Akron,OH,FALSE,other,Not fleeing,FALSE
+Charles A. Pettit,10/5/2015,shot,gun,18,M,B,Midwest City,OK,FALSE,attack,Not fleeing,FALSE
+Donald Miller II,10/6/2015,shot,gun,39,M,,Monterey,CA,TRUE,attack,Not fleeing,FALSE
+Amado Lago,10/7/2015,shot,machete,46,M,H,West Palm Beach,FL,FALSE,attack,Not fleeing,FALSE
+Gary Carmona Boitano,10/9/2015,shot,knife,19,M,B,Columbia,MD,FALSE,other,Not fleeing,FALSE
+Margaret Wagner,10/9/2015,shot,gun,62,F,,Aguanga,CA,FALSE,attack,Not fleeing,FALSE
+Christopher Whitmarsh,10/10/2015,shot,,49,M,W,Beverly,MA,TRUE,attack,Not fleeing,FALSE
+Richard Love,10/10/2015,shot,gun,31,M,W,Old Saybrook,CT,FALSE,attack,Not fleeing,FALSE
+William Combs,10/10/2015,shot,,38,M,W,Pinion Hills,CA,TRUE,other,Car,FALSE
+Travis Quay,10/10/2015,shot,crossbow,40,M,W,Cato Township,MI,FALSE,attack,Not fleeing,FALSE
+Anthony Aguilar,10/10/2015,shot and Tasered,unknown weapon,35,M,H,Lisle,IL,FALSE,undetermined,Not fleeing,FALSE
+Joe Pasquez Ortiz,10/11/2015,shot,undetermined,34,M,H,San Bernardino,CA,FALSE,undetermined,Other,FALSE
+Kevin Lau,10/11/2015,shot,gun,44,M,A,Lakes Charles,LA,FALSE,attack,Not fleeing,FALSE
+Bernard Brandon Powers,10/11/2015,shot,gun,23,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Robert Humberto Medellin,10/11/2015,shot,machete,43,M,H,West Odessa,TX,FALSE,other,Car,FALSE
+Jason Day,10/12/2015,shot,gun,,M,B,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Rudolph Smith,10/12/2015,shot,gun,31,M,W,Brookhaven,MS,FALSE,attack,Not fleeing,FALSE
+Brent Brannon,10/14/2015,shot,gun,27,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Michelle Marie Burg,10/14/2015,shot,gun,46,F,W,Naples,FL,TRUE,attack,Car,FALSE
+Samuel Villarreal,10/14/2015,shot,,18,M,H,Indio,CA,FALSE,other,Car,FALSE
+Michael Donald Clark,10/14/2015,shot,gun,59,M,,Seaside,CA,FALSE,attack,Not fleeing,FALSE
+Leslie Portis,10/14/2015,shot,gun,57,M,B,Monroeville,AL,FALSE,attack,Not fleeing,FALSE
+Jorge Santiago Tapia,10/15/2015,shot,gun,15,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Kaleb Alexander,10/15/2015,shot,gun,25,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Linda Lee Lush,10/15/2015,shot,gun,50,F,W,Las Vegas,NV,TRUE,attack,Car,FALSE
+Michael J. Brennan,10/15/2015,shot,toy weapon,31,M,W,Parma,OH,FALSE,attack,Car,FALSE
+Robert Burgess,10/15/2015,shot,gun,35,M,W,Kirkland,WA,FALSE,attack,Foot,FALSE
+Herbert Benitez,10/15/2015,shot,gun,27,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Martin  Ryans Jr.,10/15/2015,shot,gun,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Angel Rangel,10/16/2015,shot,unarmed,27,M,H,Valinda,CA,FALSE,attack,Not fleeing,FALSE
+Jason Foreman,10/16/2015,shot,gun,45,M,,Barrow County,GA,FALSE,attack,Not fleeing,FALSE
+Ricky Javenta Ball,10/16/2015,shot,undetermined,33,M,B,Columbus,MS,FALSE,undetermined,Foot,TRUE
+Jeffrey Womack,10/16/2015,shot,gun,27,M,W,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Gino Paredes,10/17/2015,shot,toy weapon,22,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Dequan Williams,10/17/2015,shot and Tasered,knife,28,M,B,York,PA,TRUE,other,Not fleeing,FALSE
+Corey Jones,10/18/2015,shot,gun,31,M,B,Palm Beach Gardens,FL,FALSE,undetermined,Not fleeing,FALSE
+Krikor Ekizian,10/18/2015,shot,knife,28,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Dion Lamont Ramirez,10/19/2015,shot,,53,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Roger D.  Hall,10/20/2015,shot,toy weapon,30,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Lamontez Jones,10/20/2015,shot,toy weapon,39,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Joel Lopes,10/20/2015,shot,gun,40,M,H,Truth or Consequences,NM,FALSE,attack,Not fleeing,FALSE
+Darien Greenwood,10/20/2015,shot,knife,30,M,W,Mandeville,LA,FALSE,attack,Not fleeing,FALSE
+Jonathan Tyler Gossman,10/20/2015,shot,gun,21,M,W,Cedar Rapids,IA,FALSE,attack,Foot,FALSE
+Miguel Angel Marin Galena,10/21/2015,shot,knife,35,M,H,Calexico,CA,FALSE,other,Other,FALSE
+Ryan Christopher Rodriguez,10/21/2015,shot,unarmed,21,M,H,West Goshen,CA,TRUE,attack,Not fleeing,FALSE
+Timothy Arnold,10/21/2015,shot,gun,47,M,W,Kentwood,MI,TRUE,attack,Not fleeing,FALSE
+Lawrence Green,10/22/2015,shot,knife,38,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Adriene Jamarr Ludd,10/22/2015,shot,gun,36,M,B,Carmichael,CA,FALSE,attack,Car,FALSE
+Stephen H. Brock,10/22/2015,shot,undetermined,53,M,W,Pine Top,KY,FALSE,other,Not fleeing,FALSE
+Juan Ulloa,10/24/2015,shot,gun,34,M,H,Highgrove,CA,FALSE,attack,Not fleeing,FALSE
+Rolly Thomas,10/24/2015,shot,gun,34,M,B,Cape Coral,FL,FALSE,attack,Not fleeing,TRUE
+Dominic Hutchinson,10/24/2015,shot,undetermined,30,M,B,Cathedral City,CA,FALSE,undetermined,Not fleeing,FALSE
+Arthur West,10/24/2015,shot,gun,28,M,W,Zanesville,OH,TRUE,attack,Not fleeing,FALSE
+Darren Myron Fude,10/24/2015,shot,gun,47,M,W,Paddock Lake,WI,FALSE,attack,Not fleeing,FALSE
+Jon Ployhar,10/24/2015,shot,undetermined,49,M,W,Kenai Peninsula,AK,FALSE,attack,Not fleeing,FALSE
+John Tozzi,10/24/2015,shot,gun,,M,,New Paltz,NY,FALSE,attack,Not fleeing,FALSE
+John Harley Turner,10/25/2015,shot,gun,36,M,W,Talking Rock,GA,FALSE,attack,Not fleeing,FALSE
+Kevin Brunson,10/26/2015,shot,,45,M,B,Frederick,MD,FALSE,other,Not fleeing,FALSE
+Marquesha McMillan,10/26/2015,shot,gun,21,F,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Kobvey Igbuhay,10/26/2015,shot,unarmed,18,M,O,Tampa,FL,FALSE,attack,Foot,FALSE
+Tyrie Cuyler,10/27/2015,shot,gun,25,M,B,Savannah,GA,FALSE,attack,Not fleeing,TRUE
+Anthony Ashford,10/28/2015,shot,unarmed,29,M,B,Point Loma,CA,FALSE,attack,Not fleeing,FALSE
+Ricky Keith Keeton,10/28/2015,shot,gun,57,M,W,Smithville,MS,FALSE,attack,Not fleeing,FALSE
+Jerry Michael Graham Jr.,10/28/2015,shot,gun,34,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Jasper Levi Adams,10/28/2015,shot,gun,35,M,W,Salem,OR,FALSE,attack,Car,FALSE
+Deaunte Lamar Bell,10/29/2015,shot,gun,,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Allen Quintez Swader,10/29/2015,shot,gun,18,M,W,Hohenwald,TN,FALSE,attack,Not fleeing,FALSE
+Floyd Ray Cook,10/30/2015,shot,gun,62,M,W,Burkesville,KY,FALSE,attack,Other,FALSE
+Mario Martinez,10/30/2015,shot,gun,29,M,H,Mesquite,TX,FALSE,attack,Car,FALSE
+Tony Berry,10/30/2015,shot,gun,25,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Daniel Nole,10/30/2015,shot and Tasered,knife,30,M,W,Norwood,OK,FALSE,attack,Foot,FALSE
+Brian Crawford,10/30/2015,shot,gun,24,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Larry Busby,10/30/2015,shot,gun,52,M,W,Old Town,FL,FALSE,attack,Not fleeing,FALSE
+Noah Harpham,10/31/2015,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Bennie Lee Tignor,10/31/2015,shot,unarmed,56,M,B,Opelika,AL,FALSE,other,Car,FALSE
+Luverne Roy Christensen,11/1/2015,shot,gun,49,M,W,Hutchinson,MN,FALSE,attack,Not fleeing,FALSE
+Killian O'Quinn,11/1/2015,shot,gun,20,M,W,Eureka,CA,FALSE,attack,Not fleeing,FALSE
+Jack Yantis,11/1/2015,shot,gun,62,M,W,Council,ID,FALSE,undetermined,Not fleeing,TRUE
+James Covington,11/2/2015,shot,gun,62,M,B,Washington,DC,FALSE,attack,Car,FALSE
+Jeremy Mardis,11/3/2015,shot,unarmed,6,M,W,Marksville,LA,FALSE,other,Car,TRUE
+Joseph Tyndall,11/4/2015,shot,gun,30,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+John Allen,11/4/2015,shot,gun,57,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Faisal Mohammad,11/4/2015,shot,knife,18,M,O,Merced,CA,FALSE,attack,Foot,FALSE
+Timothy Gene Smith,11/4/2015,shot,unarmed,47,M,W,Pacific Beach,CA,FALSE,other,Foot,TRUE
+David  Romanoski,11/5/2015,shot,gun,48,M,W,Morgantown,WV,FALSE,attack,Not fleeing,FALSE
+James Bigley,11/5/2015,shot,gun,20,M,W,Hominy,OK,TRUE,attack,Car,FALSE
+Jacob Hohman,11/5/2015,shot,hammer,30,M,W,Lakeshire,MO,FALSE,attack,Not fleeing,FALSE
+Laura Lemieux,11/5/2015,shot,gun,36,F,W,Goose Creek,SC,TRUE,attack,Not fleeing,FALSE
+Michael  Johnson,11/6/2015,shot,gun,51,M,W,Portland,OR,TRUE,attack,Not fleeing,FALSE
+James Francis Smyth,11/6/2015,shot,,55,M,W,Las Vegas,NV,FALSE,other,Car,FALSE
+Kim Lee Long,11/6/2015,shot,undetermined,48,M,W,Wadesboro,NC,FALSE,undetermined,Not fleeing,FALSE
+Delvin Simmons,11/9/2015,shot,,20,M,B,Spartanburg,SC,FALSE,attack,Car,FALSE
+Cesar Cuellar,11/9/2015,shot,gun,25,M,H,North Laredo,TX,TRUE,attack,Not fleeing,FALSE
+Dale Maverick Hudson,11/9/2015,shot,gun,26,M,W,Braxton County,WV,FALSE,attack,Not fleeing,FALSE
+Leonel Acevedo,11/9/2015,shot,gun,45,M,H,San Jose,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Cano,11/9/2015,shot and Tasered,bean-bag gun,35,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Eddie Gabriel Sanchez,11/10/2015,shot,gun,34,M,H,Chico,CA,FALSE,attack,Not fleeing,FALSE
+Jason Leanard Mesaros,11/10/2015,shot,,36,M,H,Brighton,CO,FALSE,other,Car,FALSE
+Andrew Blake,11/10/2015,shot,gun,22,M,W,Dillon,MT,FALSE,attack,Not fleeing,FALSE
+Dana Bruce Ott,11/10/2015,shot,toy weapon,63,M,W,Colorado Springs,CO,TRUE,attack,Not fleeing,FALSE
+Joseph Jaramillo,11/11/2015,shot,,31,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Javier Lopez Garcia,11/11/2015,shot,gun,25,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Brian Gavin,11/11/2015,shot,gun,57,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Ryan Quinn Martin,11/11/2015,shot,gun,32,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Moises Nero,11/12/2015,shot,knife,42,M,B,Sunnyvale,CA,FALSE,other,Not fleeing,FALSE
+Michael Joseph Bartkiewicz,11/13/2015,shot,toy weapon,52,M,W,Gibson County,TN,FALSE,attack,Not fleeing,FALSE
+Ernesto Gamino,11/13/2015,shot,undetermined,25,M,H,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Matthew Coleman,11/13/2015,shot,gun,25,M,W,Eden,GA,FALSE,attack,Foot,FALSE
+Ramon Salazar,11/14/2015,shot,hammer,31,M,H,Jurupa Valley,CA,FALSE,other,Not fleeing,FALSE
+Richard Perkins,11/15/2015,shot,toy weapon,39,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Shane Whitehead,11/15/2015,shot,unknown weapon,16,M,B,Germantown,PA,FALSE,attack,Not fleeing,FALSE
+Jamar Clark,11/15/2015,shot,unarmed,24,M,B,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+John David Livingston,11/15/2015,shot and Tasered,Taser,32,M,W,Spring Lake,NC,FALSE,attack,Not fleeing,FALSE
+Brent Noblitt,11/16/2015,shot,,25,M,W,Whitfield County,GA,FALSE,other,Car,FALSE
+Cameron Davis Long,11/16/2015,shot,,28,M,W,Leon County,TX,FALSE,undetermined,Car,FALSE
+Yohans Leon,11/17/2015,shot,gun,28,M,B,Miami,FL,TRUE,attack,Foot,FALSE
+Demetrius Bryant,11/17/2015,shot,gun,21,M,B,Cayce,SC,FALSE,attack,Not fleeing,FALSE
+Jeray Chatham,11/17/2015,shot,,30,M,B,Weatherford,TX,FALSE,other,Car,FALSE
+Derry Touchstone,11/17/2015,shot,unarmed,58,M,W,Arlington,GA,FALSE,other,Not fleeing,FALSE
+Francis Hartnett,11/17/2015,shot,gun,47,M,W,Little Egg Harbor,NJ,TRUE,attack,Not fleeing,FALSE
+Michael Tindall,11/17/2015,shot,gun,41,M,W,Weatherford,TX,FALSE,undetermined,Car,FALSE
+Cornelius Brown,11/18/2015,shot,unknown weapon,25,M,B,Opa-Locka,FL,FALSE,other,Not fleeing,FALSE
+Marcus Meridy,11/18/2015,shot,gun,44,M,B,Benton Township,MI,FALSE,attack,Not fleeing,FALSE
+Randy Allen Smith,11/19/2015,shot,gun,34,M,B,Manatee,FL,FALSE,attack,,FALSE
+Steve Dormil,11/19/2015,shot,knife,27,M,B,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Darick Napper,11/19/2015,shot,knife,34,M,B,Washington,DC,FALSE,other,Not fleeing,FALSE
+Nathaniel Harris Pickett,11/20/2015,shot,unarmed,29,M,B,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+William Tarrant,11/20/2015,shot,gun,39,M,W,Paulding County,GA,TRUE,attack,Not fleeing,FALSE
+Martin Arturo Rivera,11/20/2015,shot,gun,50,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Chris Nichols,11/21/2015,shot,unarmed,24,M,W,Colbert,OK,FALSE,attack,Foot,FALSE
+James Daniel Hall,11/22/2015,shot,knife,47,M,W,Fontana,CA,TRUE,attack,Not fleeing,FALSE
+Matthew Grows,11/22/2015,shot,gun,45,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Miguel Angel Martinez,11/22/2015,shot,gun,28,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Barry Kirk,11/23/2015,shot,gun,50,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Henry Reyna,11/23/2015,shot and Tasered,knife,49,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Michael Kirvelay,11/24/2015,shot,toy weapon,45,M,W,Columbia Heights,MN,FALSE,other,Not fleeing,FALSE
+Freddy Baez,11/24/2015,shot,gun,24,M,B,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Thomas Joseph Mceniry,11/24/2015,shot and Tasered,toy weapon,32,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Magnum Edgar Phillips,11/25/2015,shot,knife,23,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Douglas R. Slade,11/25/2015,shot,gun,52,M,W,Eagar,AZ,FALSE,attack,Not fleeing,FALSE
+Somer Speer,11/25/2015,shot,gun,37,F,W,Ozark,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Thomas,11/26/2015,shot,unarmed,26,M,W,Chico,CA,FALSE,other,Car,TRUE
+Rick Gullickson,11/27/2015,shot,gun,58,M,W,Lampe,MO,FALSE,attack,Not fleeing,FALSE
+Kevin Close,11/28/2015,shot,baseball bat and fireplace poker,50,M,W,Seagoville,TX,FALSE,other,Not fleeing,FALSE
+Justin D. McHenry,11/29/2015,shot,gun,22,M,W,Celina,OH,FALSE,attack,Not fleeing,FALSE
+Lionel Kerns,11/29/2015,shot,gun,53,M,W,Maysville,MO,FALSE,attack,Not fleeing,FALSE
+Ralph Aguilar,11/29/2015,shot,gun,69,M,H,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Hugo Fernando Celio,11/29/2015,shot,gun,23,M,H,Bakersfield,CA,FALSE,attack,Foot,FALSE
+Zachary Grigsby,11/29/2015,shot,gun,29,M,W,Lincoln,NE,FALSE,attack,,FALSE
+Tuan Hoang,11/30/2015,shot,,25,M,A,Aurora,CO,FALSE,attack,Car,FALSE
+Darius Smith,11/30/2015,shot,gun,18,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Fernando Sauceda,11/30/2015,shot,undetermined,31,M,H,Wink,TX,FALSE,other,Not fleeing,FALSE
+Joshua  Jozefowicz ,12/1/2015,shot,gun,23,M,W,Bangor,ME,FALSE,attack,Foot,FALSE
+John Anthony Gonzalez,12/1/2015,shot,gun,18,M,H,Norwalk,CA,FALSE,attack,Not fleeing,FALSE
+Phillip Munoz,12/2/2015,shot,gun,35,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Tashfeen Malik,12/2/2015,shot,gun,27,F,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Syed Farook,12/2/2015,shot,gun,28,M,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Mario Woods,12/2/2015,shot,knife,26,M,B,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Allen Pacheco,12/2/2015,shot,gun,32,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Florencio Lucero,12/2/2015,shot,gun,36,M,H,Deming,NM,FALSE,attack,Not fleeing,FALSE
+Neil Scott Stretesky,12/3/2015,shot,gun,66,M,W,Big Springs,NE,FALSE,attack,Not fleeing,FALSE
+Raymone M. Davis,12/4/2015,shot,gun,21,M,B,Mount Washington,PA,FALSE,attack,Not fleeing,FALSE
+Ivan Krstic,12/4/2015,shot and Tasered,metal stick,47,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Colten Price Marcellus,12/5/2015,shot,gun,24,M,W,Irving,TX,FALSE,attack,Foot,FALSE
+Michael L. Funk,12/5/2015,shot,gun,60,M,W,Neenah,WI,FALSE,other,Not fleeing,FALSE
+Sheilah Huck,12/5/2015,shot,gun,61,F,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Juan Perez,12/5/2015,shot,gun,38,M,H,Indio,CA,FALSE,attack,Not fleeing,FALSE
+David  Winesett,12/5/2015,shot and Tasered,straight edge razor,51,M,W,Miami,FL,FALSE,other,Not fleeing,TRUE
+Raymond Azevedo,12/6/2015,shot,gun,35,M,W,Seattle,WA,FALSE,attack,Car,FALSE
+Carlumandarlo Zaramo,12/6/2015,shot,gun,46,M,B,Richmond Heights,OH,TRUE,attack,Not fleeing,FALSE
+John Alan Britton,12/6/2015,shot,knife,48,M,W,Laramie,WY,TRUE,other,Not fleeing,FALSE
+Miguel Espinal,12/8/2015,shot,unarmed,36,M,B,Yonkers,NY,FALSE,other,Foot,FALSE
+Derek Stokes,12/8/2015,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Christopher Higdon,12/9/2015,shot,gun,66,M,W,Leitchfield,KY,FALSE,attack,Not fleeing,FALSE
+Sammy Monroe Echols,12/9/2015,shot,gun,51,M,,Pryor,OK,TRUE,attack,Not fleeing,FALSE
+Jason Bryant,12/10/2015,shot,gun,34,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Charles Edward Rosemond,12/10/2015,shot,gun,55,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Arthur Gendreau,12/10/2015,shot,knife,54,M,W,Marina,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/10/2015,shot,gun,,M,,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Steven Wickert,12/11/2015,shot,unarmed,36,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Christopher Goodlow,12/12/2015,shot,knife,25,M,B,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Javario Shante Eagle,12/12/2015,shot,gun and knife,24,M,B,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Nicholas Robertson,12/12/2015,shot,gun,28,M,B,Lynwood,CA,FALSE,attack,Not fleeing,FALSE
+Jonathan Wardlow,12/12/2015,shot,Taser,36,M,W,Healdton,OK,FALSE,attack,Not fleeing,FALSE
+Andrew Jospeh Todd,12/12/2015,shot,gun,20,M,W,East Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+Roy Carreon,12/12/2015,shot,knife,49,M,H,San Bernardino,CA,FALSE,attack,,FALSE
+Efrain Villanueva,12/12/2015,shot,unknown weapon,,M,,Aurora,CO,FALSE,attack,,FALSE
+Shirley  Weis,12/13/2015,shot,gun,51,F,W,Arlington,TX,TRUE,attack,Not fleeing,FALSE
+Ryan McMillan,12/13/2015,shot,ax,21,M,W,Denton,TX,TRUE,other,Not fleeing,FALSE
+Nephi  Leiataua,12/13/2015,shot,knife,30,M,O,Thurston County,WA,FALSE,attack,Not fleeing,FALSE
+Enrique Gonzalez,12/13/2015,shot,gun,32,M,H,Mountain View,CO,FALSE,attack,Not fleeing,FALSE
+Calvin McKinnis,12/14/2015,shot,gun,33,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Michael  Thomason,12/14/2015,shot,undetermined,56,M,W,Humboldt,TN,FALSE,undetermined,Not fleeing,FALSE
+Brenda Dean Kimberling,12/14/2015,shot,gun,48,F,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Mharloun Verdejo  Saycon,12/14/2015,shot,knife,39,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Hector Alvarez,12/14/2015,shot,undetermined,19,M,H,Gilroy,CA,FALSE,undetermined,,TRUE
+Roberto Sanchez,12/14/2015,shot,gun,45,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Mark Toney,12/14/2015,shot,gun,33,M,W,Mount Hope,WV,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gene Evans,12/14/2015,shot and Tasered,knife,52,M,W,Middle River,MD,TRUE,other,Not fleeing,FALSE
+Ronnie Dubose Carter,12/15/2015,shot,,51,M,B,Dallas,NC,FALSE,attack,Car,FALSE
+Bryant Neil Duncan,12/16/2015,shot,knife,,M,W,Camarillo,CA,TRUE,attack,Not fleeing,FALSE
+Douglas Yon,12/17/2015,shot,machete,25,M,W,Kent,OH,TRUE,other,Not fleeing,FALSE
+Christopher Fletcher,12/17/2015,shot,gun,24,M,W,Modesto,CA,FALSE,attack,Other,FALSE
+Erica Lauro,12/18/2015,shot,gun,22,F,W,Northwood,OH,FALSE,attack,Other,FALSE
+Amos Frerichs,12/18/2015,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Robert L. Martinez,12/18/2015,shot,toy weapon,58,M,H,Taos,NM,TRUE,attack,Not fleeing,FALSE
+Trayvon Scruggs,12/19/2015,shot,gun,24,M,B,Concord,VA,FALSE,attack,,FALSE
+Ruben Jose Herrera,12/19/2015,shot,undetermined,26,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,FALSE
+Leroy Browning,12/20/2015,shot,gun,30,M,B,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Mark  Ramirez,12/20/2015,shot,gun,31,M,H,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Guadalupe Quiroz,12/21/2015,shot,gun,34,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Bobby Daniels,12/21/2015,shot,gun,48,M,B,Douglasville,GA,FALSE,attack,Not fleeing,FALSE
+Michael Noel,12/21/2015,shot,unarmed,,M,B,Breaux Bridge,LA,TRUE,other,Not fleeing,FALSE
+Derek DeGroat,12/21/2015,shot,gun,21,M,W,Canaan Township,PA,TRUE,attack,Not fleeing,FALSE
+Robert L. Teter,12/21/2015,shot,gun,39,M,W,Deltona,FL,FALSE,attack,Not fleeing,FALSE
+Chan Leith,12/21/2015,shot,gun,25,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Barsnick,12/21/2015,shot,gun,30,M,W,Smartsville,CA,FALSE,attack,Not fleeing,FALSE
+Charles Reynolds,12/22/2015,shot,gun,61,M,,Ludlow,KY,FALSE,attack,Not fleeing,TRUE
+Kenneth Stephens,12/22/2015,shot,gun,56,M,W,Burlington,VT,FALSE,attack,Not fleeing,TRUE
+Michael Hilber,12/22/2015,shot,undetermined,29,M,W,Brooksville,FL,FALSE,undetermined,Car,FALSE
+Jose  Rodriguez,12/22/2015,shot,gun,19,M,H,Albuquerque,NM,FALSE,undetermined,Foot,TRUE
+Kevin Matthews,12/23/2015,shot,unarmed,35,M,B,Dearborn,MI,TRUE,other,Not fleeing,FALSE
+Schuylar Gunning,12/24/2015,shot,,36,M,W,Winnsboro,LA,FALSE,other,Car,FALSE
+Gregory Sanders,12/24/2015,shot,gun,54,M,,Pride,LA,TRUE,attack,Not fleeing,FALSE
+Terrozza Tyree Griffin,12/24/2015,shot,gun,24,M,B,Lansing,MI,FALSE,attack,Not fleeing,FALSE
+Omar Ventura,12/24/2015,shot,knife,23,M,H,Porterville,CA,FALSE,other,Not fleeing,FALSE
+William David Raff,12/25/2015,shot,knife,31,M,W,Palo Alto,CA,TRUE,attack,Not fleeing,FALSE
+Lonnie Niesen,12/26/2015,shot,brick,41,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Bettie Jones,12/26/2015,shot,unarmed,55,F,B,Chicago,IL,FALSE,other,,FALSE
+Quintonio LeGrier,12/26/2015,shot,baseball bat,19,M,B,Chicago,IL,TRUE,undetermined,Not fleeing,FALSE
+Gilbert Heredia,12/26/2015,shot,gun,38,M,H,Homedale,ID,FALSE,attack,Not fleeing,TRUE
+Michael Parker,12/27/2015,shot,undetermined,36,M,W,Lucedale,MS,FALSE,undetermined,Car,FALSE
+Sean Mould,12/27/2015,shot,knife,34,M,W,Tempe,AZ,TRUE,other,Not fleeing,TRUE
+Gayneaux Paul Trahan,12/27/2015,shot,undetermined,52,M,W,Franklin,LA,FALSE,undetermined,Not fleeing,FALSE
+Corey Jason Achstein,12/28/2015,shot,toy weapon,28,M,W,Suffolk,VA,FALSE,attack,Not fleeing,TRUE
+Siolosega Velega-Nuufolau,12/29/2015,shot,knife,50,F,O,Santa Nella,CA,TRUE,other,Not fleeing,FALSE
+Tien Hua,12/29/2015,shot,unknown weapon,,M,A,Rosemead,CA,FALSE,undetermined,Not fleeing,FALSE
+Fred Perez,12/30/2015,shot,knife,55,M,H,Fresno,CA,FALSE,attack,Not fleeing,TRUE
+John Randell Veach,12/30/2015,shot,undetermined,39,M,,Rawlins,WY,FALSE,undetermined,,FALSE
+Keith Childress,12/31/2015,shot,unarmed,23,M,B,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Joshua Sisson,1/1/2016,shot,knife,30,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Lance Light,1/2/2016,shot,gun,54,M,W,Maryneal,TX,FALSE,attack,Car,FALSE
+Lonnie Haskell Powers,1/2/2016,shot,gun,37,M,W,Sioux Falls,SD,FALSE,attack,Not fleeing,FALSE
+Sean O'Brien,1/2/2016,shot and Tasered,knife,37,M,W,Livingston,MT,FALSE,other,Not fleeing,FALSE
+Germonta Wallace,1/3/2016,shot,gun,30,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Eric John Senegal,1/4/2016,shot,undetermined,27,M,B,Ragley,LA,FALSE,undetermined,Not fleeing,FALSE
+Rodney Turner,1/4/2016,shot,gun,22,M,B,Oklahoma City,OK,FALSE,attack,Foot,TRUE
+Joel Anthony Nelson,1/5/2016,shot,,29,M,W,Olympia,WA,FALSE,attack,Foot,FALSE
+James K. Maher,1/5/2016,shot,knife,39,M,W,Johnson City,TN,FALSE,other,Foot,FALSE
+Carlton Antonio Murphy,1/5/2016,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Stephen Bukwich,1/5/2016,shot,gun,52,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Albert Thompson,1/5/2016,shot,hand torch,28,M,H,Ceres,CA,FALSE,other,Foot,FALSE
+David Zollo,1/5/2016,shot and Tasered,knife,54,M,W,Upper Darby,PA,TRUE,other,Not fleeing,FALSE
+Charles Hollstein,1/6/2016,shot,toy weapon,38,M,W,Zion,IL,TRUE,other,Foot,FALSE
+Alan Huberth Franco-Armenta,1/6/2016,shot,gun,32,M,H,Carrizozo,NM,TRUE,attack,Not fleeing,FALSE
+Kenneth Clay,1/6/2016,shot,gun,34,M,W,Daviess County,KY,FALSE,attack,Not fleeing,FALSE
+Eric C. Olsen,1/8/2016,shot,knife,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Andrew Earl Abernathy,1/8/2016,shot,gun,50,M,W,Acworth,GA,TRUE,attack,Not fleeing,FALSE
+David Jay Kent,1/10/2016,shot,chain saw,37,M,W,Kelso,WA,TRUE,other,Not fleeing,FALSE
+Christine A. Lucas,1/10/2016,shot,toy weapon,45,F,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alan Paul Bartley,1/11/2016,shot,,56,M,W,San Fernando,CA,FALSE,attack,Car,FALSE
+Robert Tenbrink,1/11/2016,shot,toy weapon,45,M,W,Cincinnati,OH,TRUE,attack,Foot,FALSE
+Ramone Lonergan,1/11/2016,shot,gun,32,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Ciara Meyer,1/11/2016,shot,unarmed,12,F,W,Penn Township,PA,FALSE,other,Not fleeing,FALSE
+Herman Bean,1/12/2016,shot,knife,49,M,N,Spenard,AK,TRUE,other,Not fleeing,FALSE
+Keith Richardson,1/12/2016,shot,gun,58,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Brandon Bearden,1/13/2016,shot,gun,29,M,W,Sevierville,TN,FALSE,other,Foot,TRUE
+Timothy Meehan,1/13/2016,shot,gun,60,M,W,Cle Elum,WA,TRUE,attack,Not fleeing,FALSE
+Willie Holderfield,1/14/2016,shot,gun,40,M,W,Hurst,IL,TRUE,attack,Not fleeing,FALSE
+Miguel Hernandez,1/14/2016,shot,knife,39,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+William Keith Waldron,1/15/2016,shot,gun,26,M,W,Elkins,WV,FALSE,attack,Not fleeing,FALSE
+Rakeem Bentley,1/15/2016,shot,gun,24,M,B,Southfield,MI,FALSE,attack,Not fleeing,FALSE
+Alfred Longoria,1/16/2016,shot,toy weapon,34,M,H,Hollywood Hills,CA,FALSE,other,Foot,FALSE
+Ashton Lane Morris,1/16/2016,shot,gun,27,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Adam Karjalainen,1/16/2016,shot,toy weapon,44,M,W,Beaverton,OR,FALSE,other,Not fleeing,FALSE
+Kelsey Rose Hauser,1/16/2016,shot,unarmed,25,F,W,El Cajon,CA,FALSE,other,Car,FALSE
+Clarence Layfield,1/16/2016,shot,,55,M,W,Petroleum,WV,FALSE,other,Car,FALSE
+Henry Bennett,1/16/2016,shot,gun,19,M,B,Belle Glade,FL,FALSE,attack,Foot,FALSE
+Crayton West,1/17/2016,shot,gun,52,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Corey Lee Henderson,1/17/2016,shot,gun,31,M,W,Salt Lake City,UT,FALSE,attack,Foot,TRUE
+Daniel Shaver,1/17/2016,shot,unarmed,26,M,W,Mesa,AZ,FALSE,other,Not fleeing,TRUE
+Efrain Herrera,1/17/2016,shot and Tasered,knife,24,M,H,North Hills,CA,FALSE,other,Not fleeing,FALSE
+Joshua Tate Fielding,1/17/2016,shot and Tasered,gun,38,M,W,Rainbow City,AL,FALSE,other,Not fleeing,FALSE
+Jordan Szymanski,1/18/2016,shot,gun,33,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Eric Provost,1/18/2016,shot,toy weapon,28,M,W,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Timothy Caruthers,1/18/2016,shot,knife,27,M,W,Medford,OR,FALSE,other,Foot,FALSE
+Levi Gene Wilson,1/18/2016,shot,gun,39,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Vasilios Alexander Katsouras,1/18/2016,shot,garden tool,29,M,W,Union City,CA,TRUE,other,Not fleeing,TRUE
+Gary Wayne Jones,1/19/2016,shot,gun,36,M,W,Dallas,TX,FALSE,attack,Car,FALSE
+Samuel Grady,1/19/2016,shot,knife,55,M,W,Statesville,NC,TRUE,other,Not fleeing,FALSE
+Jim Redmond,1/19/2016,shot,gun,28,M,W,Valdosta,GA,FALSE,attack,Not fleeing,FALSE
+Timothy Albert,1/20/2016,shot,gun,40,M,B,Port Barre,LA,FALSE,attack,Not fleeing,FALSE
+Randy Joe Sanders,1/20/2016,shot,gun,33,M,W,Meridianville,AL,FALSE,other,Foot,TRUE
+Michael Clyde Lynch,1/20/2016,shot,knife,37,M,W,Kerrville,TX,FALSE,other,Other,FALSE
+Cedric Norris,1/21/2016,shot,gun,39,M,B,Eufaula,OK,TRUE,attack,Car,FALSE
+Michael Lamar Robinson,1/23/2016,shot,toy weapon,43,M,W,Clanton,AL,FALSE,other,Not fleeing,TRUE
+Sergio Alvarado-Morales,1/25/2016,shot and Tasered,knife,38,M,H,Reno,NV,TRUE,other,Not fleeing,FALSE
+"Robert ""LaVoy"" Finicum",1/26/2016,shot,gun,55,M,W,Burns,OR,FALSE,other,Not fleeing,FALSE
+Scott Scanlon,1/27/2016,shot,gun,52,M,W,Mountain Pine,AR,FALSE,attack,Not fleeing,FALSE
+Johnathan Bratcher,1/27/2016,shot,gun,32,M,B,Memphis,TN,FALSE,attack,Other,TRUE
+Herman Flores,1/27/2016,shot,gun,31,M,H,Santa Fe,NM,FALSE,attack,Not fleeing,FALSE
+John Wesley Smith,1/27/2016,shot,knife,27,M,W,Latta,SC,FALSE,other,Not fleeing,FALSE
+Thongsavanh Vandarack,1/27/2016,shot,toy weapon,40,M,A,Lenoir City,TN,TRUE,other,Not fleeing,FALSE
+Janet Wilson,1/27/2016,shot,,31,F,B,Dearborn,MI,TRUE,other,Car,FALSE
+Nathan Lee Bailey,1/27/2016,shot,gun,30,M,W,Mansfield,TX,FALSE,attack,Car,FALSE
+Israel Vladimir Rodriguez,1/27/2016,shot,gun,26,M,H,Cobb County,GA,FALSE,attack,Car,FALSE
+Jacqueline D. Salyers,1/28/2016,shot,,32,F,N,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+William A. Adams,1/28/2016,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Foot,FALSE
+Christopher Kalonji,1/28/2016,shot,gun,19,M,B,Clackamas County,OR,TRUE,other,Not fleeing,FALSE
+Randolph McClain,1/29/2016,shot,gun,33,M,B,Lynn,MA,FALSE,attack,Other,FALSE
+Christopher Michael Dew,1/29/2016,shot,gun,29,M,B,Irving,TX,FALSE,other,Not fleeing,FALSE
+Angela Hiatt,1/29/2016,shot,,41,F,W,Phenix City,AL,FALSE,attack,Car,FALSE
+Charles M. Smith,1/30/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Philip B. Salazar,1/30/2016,shot,scissors,38,M,H,Fort Collins,CO,FALSE,other,Not fleeing,FALSE
+Jose Alegre,1/30/2016,shot,gun,64,M,H,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy J. Sinclair,1/30/2016,shot,gun,42,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Juan A. Ruiz,1/31/2016,shot,knife,46,M,H,Immokalee,FL,FALSE,other,Not fleeing,FALSE
+Jeffry Graves,1/31/2016,shot,gun,62,M,,Newark,CA,TRUE,attack,Not fleeing,FALSE
+Joshua Shane Bispo,1/31/2016,shot,gun,42,M,W,Bakersfield,CA,FALSE,attack,Car,FALSE
+Bruce Kelley,1/31/2016,shot and Tasered,knife,37,M,B,Wilkinsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Brown,1/31/2016,shot and Tasered,unarmed,25,M,W,Saginaw,TX,FALSE,attack,Not fleeing,FALSE
+Peter John,2/1/2016,shot,toy weapon,36,M,B,Washington,DC,FALSE,attack,Foot,FALSE
+Edgar Rene Alvarado,2/1/2016,shot,gun,21,M,H,Albuquerque,NM,TRUE,attack,Car,TRUE
+Justin Prescott,2/2/2016,shot and Tasered,knife,30,M,W,Rancho Cordova,CA,TRUE,other,Not fleeing,FALSE
+John Henry Neuman,2/3/2016,shot,gun,53,M,W,Schulter,OK,FALSE,attack,Not fleeing,FALSE
+Cristiaan Oliver Dubrino,2/3/2016,shot,gun,31,M,H,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Raymond Gassman,2/3/2016,shot,gun,22,M,N,Rosebud,SD,FALSE,attack,Not fleeing,TRUE
+Kayden Clarke,2/4/2016,shot,knife,24,M,W,Mesa,AZ,TRUE,other,Not fleeing,TRUE
+Antronie Scott,2/4/2016,shot,unarmed,36,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Scott Harless,2/4/2016,shot,gun,47,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thomas Hirko,2/4/2016,shot,toy weapon,54,M,W,Perry Township,OH,FALSE,attack,Not fleeing,FALSE
+Hector Leroy,2/4/2016,shot,gun,43,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Barawis,2/5/2016,shot,,38,M,O,Hilo,HI,FALSE,other,Car,FALSE
+Blake Edward Fitzgerald,2/5/2016,shot,gun,30,M,W,Milton,FL,FALSE,other,Car,FALSE
+Vinson Ray Strickland,2/5/2016,shot,gun,51,M,W,Union Grove,NC,FALSE,attack,Foot,FALSE
+Phillip Ferry,2/5/2016,shot,gun,55,M,W,Seaside,OR,FALSE,attack,Not fleeing,TRUE
+Jose Mendez,2/6/2016,shot,gun,16,M,H,Los Angeles,CA,FALSE,attack,Car,TRUE
+Marese V. Collins,2/7/2016,shot,gun,23,M,B,Columbus,OH,FALSE,other,Other,FALSE
+Phillip Luchsinger,2/7/2016,shot,gun,36,M,W,Austin,AR,FALSE,other,Not fleeing,FALSE
+Michael Laniado,2/7/2016,shot,knife,27,M,,Manchester,NJ,FALSE,other,Not fleeing,FALSE
+Shalamar Longer,2/8/2016,shot,gun,33,M,B,Chester,PA,FALSE,attack,Car,FALSE
+David Joseph,2/8/2016,shot,unarmed,17,M,B,Austin,TX,FALSE,other,Not fleeing,FALSE
+Eric Harris,2/8/2016,shot,,22,M,B,New Orleans,LA,FALSE,other,Car,FALSE
+Gustavo Najera,2/9/2016,shot,unarmed,22,M,H,Anaheim,CA,FALSE,undetermined,Not fleeing,TRUE
+Scottie Yanagawa,2/9/2016,shot,gun,29,M,O,Hilo,HI,FALSE,attack,Not fleeing,FALSE
+Timothy Vessels,2/10/2016,shot,gun,41,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+David Brian Evans,2/10/2016,shot,gun,67,M,W,Abingdon,MD,FALSE,attack,Not fleeing,FALSE
+Vincent Nageak,2/10/2016,shot,gun,36,M,N,Barrow,AK,FALSE,attack,Not fleeing,FALSE
+John Birkeland,2/10/2016,shot,knife,52,M,W,Roseville,MN,TRUE,attack,Not fleeing,TRUE
+Anthony Bertoni,2/10/2016,shot,gun,56,M,O,Henderson County,TX,TRUE,attack,Not fleeing,FALSE
+Alijah Jackson,2/11/2016,shot,knife,35,M,W,Maiden,NC,TRUE,other,Not fleeing,FALSE
+Matthew Quinn,2/11/2016,shot,ax,45,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Mohamed Barry,2/11/2016,shot,machete,30,M,B,Columbus,OH,FALSE,attack,Car,FALSE
+Peter Fanfan,2/12/2016,shot,gun,29,M,B,Boston,MA,TRUE,attack,Not fleeing,FALSE
+David Glen Watson,2/12/2016,shot,gun,53,M,W,Fort Worth,TX,FALSE,other,Not fleeing,FALSE
+Sahlah Ridgeway,2/12/2016,shot,gun,32,F,B,Syracuse,NY,TRUE,other,Not fleeing,FALSE
+Calvin Smith,2/13/2016,shot,gun,22,M,B,Baton Rouge,LA,TRUE,attack,Car,TRUE
+Calin Roquemore,2/13/2016,shot,unarmed,24,M,B,Beckville,TX,FALSE,other,Other,FALSE
+Dyzhawn L. Perkins,2/13/2016,shot,unarmed,19,M,B,Arvonia,VA,FALSE,attack,Not fleeing,FALSE
+Ali Eisa Abdalla Yahia,2/13/2016,shot and Tasered,gun,29,M,B,Urbandale,IA,FALSE,attack,Not fleeing,TRUE
+Marc Stoddart,2/14/2016,shot,knife,50,M,W,Bradenton,FL,TRUE,other,Not fleeing,FALSE
+Eduardo Rodriguez,2/14/2016,shot,gun,29,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Rammy Jaradat,2/14/2016,shot,knife,26,M,W,Van Nuys,CA,FALSE,other,Not fleeing,FALSE
+Brandon Lee Witt,2/15/2016,shot,undetermined,39,M,W,Yorba Linda,CA,FALSE,undetermined,Not fleeing,FALSE
+Guadalupe Sauceda,2/15/2016,shot,gun,52,M,H,Jal,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Andrews,2/16/2016,shot,knife,51,M,W,Fairfield,CT,TRUE,other,Not fleeing,FALSE
+Destry Meikle,2/16/2016,shot,,48,M,W,Republic,MO,FALSE,attack,Car,FALSE
+Shawn Henry Allen Dickens,2/16/2016,shot,gun,30,M,W,Mena,AR,FALSE,other,Foot,FALSE
+Paul Gaston,2/17/2016,shot,toy weapon,37,M,B,Cincinnati,OH,FALSE,other,Other,FALSE
+Jose Quintanilla,2/18/2016,shot,undetermined,30,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Oscar Reyes,2/18/2016,shot,undetermined,35,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Ronnie Padron,2/18/2016,shot,gun,32,M,H,Reno,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Noel,2/18/2016,shot and Tasered,undetermined,25,M,W,Commerce,GA,FALSE,other,Not fleeing,FALSE
+Justin Patrick Moses,2/19/2016,shot,knife,35,M,W,Ogden,UT,TRUE,attack,Not fleeing,FALSE
+Curtis James Dugger,2/19/2016,shot,gun,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Danny Rendon,2/20/2016,shot,gun,30,M,H,Anaheim,CA,FALSE,attack,Car,TRUE
+Edgar Camacho-Alvarado,2/20/2016,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Foot,FALSE
+Marcos Perea,2/20/2016,shot,gun,41,M,B,Lakewood,WA,FALSE,attack,Car,FALSE
+Charles Lee Lambert,2/20/2016,shot,gun,45,M,W,Iuka,MS,TRUE,attack,Not fleeing,FALSE
+Che Taylor,2/21/2016,shot,undetermined,46,M,B,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Sherrisa Homer,2/21/2016,shot,gun,36,F,N,Phoenix,AZ,TRUE,attack,Foot,FALSE
+Kisha Michael,2/21/2016,shot,gun,31,F,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Marquintan Sandlin,2/21/2016,shot,undetermined,32,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Patricia Kruger,2/21/2016,shot,gun,38,F,N,Houston,AK,FALSE,attack,Not fleeing,FALSE
+Gerardino Cayetano Gonzalez,2/22/2016,shot,gun,33,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Jamie Clark Long,2/22/2016,shot,knife,45,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+David Michael Green,2/22/2016,shot,,38,M,W,Mission,TX,TRUE,other,Car,FALSE
+Rouven Loch,2/22/2016,shot,toy weapon,22,M,W,Fairborn,OH,FALSE,other,Not fleeing,FALSE
+Travis Stevenson,2/23/2016,shot,,48,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Angel Alan Gleason,2/23/2016,shot,gun,36,M,H,Ripon,CA,FALSE,other,Other,FALSE
+Alex Buckner,2/23/2016,shot,gun,26,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Baltazar Ramos,2/23/2016,shot and Tasered,machete,39,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Robert Keil,2/24/2016,shot,knife,16,M,W,Blue Springs,MO,TRUE,other,Not fleeing,FALSE
+Martin Wirth,2/24/2016,shot,gun,58,M,W,Bailey,CO,TRUE,attack,Not fleeing,FALSE
+Victor Rivera,2/24/2016,shot,,27,M,H,Phoenix,AZ,FALSE,other,Car,FALSE
+Francisco Garcia,2/24/2016,shot,,26,M,H,Cerritos,CA,FALSE,attack,Not fleeing,FALSE
+Christopher J. Davis,2/24/2016,shot,unarmed,21,M,B,East Troy,WI,FALSE,other,Car,FALSE
+Luke Miller,2/25/2016,shot,gun,37,M,W,Evans,CO,FALSE,attack,Foot,TRUE
+Greg Gunn,2/25/2016,shot,pole,56,M,B,Montgomery,AL,FALSE,undetermined,Not fleeing,TRUE
+Tristan Conti,2/25/2016,shot,gun,19,M,W,Silver Springs,NV,FALSE,attack,Not fleeing,TRUE
+Cedric Ford,2/25/2016,shot,gun,38,M,B,Hesston,KS,TRUE,attack,Not fleeing,FALSE
+Kionte Desean Spencer,2/26/2016,shot,toy weapon,18,M,B,Roanoke,VA,TRUE,other,Not fleeing,FALSE
+Abraham Mitchell Fryer,2/26/2016,shot,unarmed,35,M,W,Rapid Valley,SD,FALSE,attack,Not fleeing,FALSE
+Fernando Hernandez,2/27/2016,shot,gun,23,M,H,San Antonio,TX,FALSE,attack,Car,TRUE
+Nathan Grissom,2/28/2016,shot,gun,41,M,W,Ashville,AL,FALSE,attack,Not fleeing,FALSE
+Earl Hicks,2/28/2016,shot,gun,44,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Akiel Denkins,2/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Dimitri Corcino,3/1/2016,shot,gun,39,M,H,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Jorge Brian Gonzalez,3/1/2016,shot,gun,22,M,H,Euless,TX,TRUE,attack,Not fleeing,FALSE
+Mickey Dewayne Sweatt,3/1/2016,shot,gun,37,M,W,Gautier,MS,FALSE,attack,Not fleeing,FALSE
+Travis Boyd Bradley,3/2/2016,shot,unarmed,36,M,W,Bel Air,MD,TRUE,other,Not fleeing,FALSE
+Daniel Burkhardt,3/2/2016,shot and Tasered,knife,41,M,W,Johnstown,PA,FALSE,other,Not fleeing,FALSE
+Sergio Ochoa,3/3/2016,shot,knife,27,M,H,Gilbert,AZ,FALSE,other,Car,FALSE
+John Alan Chamberlain,3/4/2016,shot,undetermined,66,M,,Sims,AR,FALSE,undetermined,,FALSE
+Brandon Stanley,3/4/2016,shot,unarmed,30,M,W,East Bernstadt,KY,FALSE,undetermined,Not fleeing,FALSE
+Darrell Bosell,3/5/2016,shot,gun,34,M,W,Cheektowaga,NY,TRUE,attack,Not fleeing,FALSE
+Herbert Ballance,3/5/2016,shot,gun,22,M,W,Beaumont,TX,TRUE,other,Not fleeing,FALSE
+Mark Minnick,3/6/2016,shot,gun,51,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+James Scott,3/6/2016,shot,unarmed,42,M,W,Bismarck,ND,FALSE,other,Foot,FALSE
+Osvaldo Torres,3/6/2016,shot,gun,41,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+Philip Vitullo,3/7/2016,shot,gun,49,M,W,Rochester,NY,TRUE,attack,Not fleeing,FALSE
+Bryon Rosas,3/7/2016,shot,knife,45,M,W,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Randall J. Selsor,3/7/2016,shot,undetermined,45,M,W,Topeka,KS,FALSE,undetermined,Not fleeing,FALSE
+"John Charles ""JC"" Graham",3/7/2016,shot,gun,42,M,W,Billings,MT,FALSE,attack,Not fleeing,FALSE
+Daniel H. Chavez,3/7/2016,shot,,41,M,H,Carlsbad,NM,FALSE,other,Car,FALSE
+Jeffrey Glen Casale,3/8/2016,shot,toy weapon,27,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Wesley Sheppard,3/10/2016,shot,toy weapon,37,M,W,Biloxi,MS,FALSE,other,Not fleeing,FALSE
+Arteair Porter Jr.,3/10/2016,shot,toy weapon,22,M,B,Reno,NV,TRUE,attack,Foot,FALSE
+Martin Hurtado,3/10/2016,shot,gun,21,M,H,Long Beach,CA,FALSE,other,Foot,FALSE
+Jason Meador,3/10/2016,shot,gun,50,M,W,Odessa,TX,TRUE,attack,Not fleeing,FALSE
+German Gonzalez,3/10/2016,shot,,23,M,H,Colorado City,CO,FALSE,attack,Car,FALSE
+Tyre Privott,3/11/2016,shot,gun,25,M,B,Norfolk,VA,FALSE,attack,Not fleeing,TRUE
+"Manford ""Butch"" Moore Jr.",3/11/2016,shot,gun,51,M,W,Rosalia,KS,TRUE,attack,Not fleeing,TRUE
+Jack Goodman,3/11/2016,shot,knife,46,M,W,Clinton,IL,TRUE,other,Not fleeing,FALSE
+Teodoro Valencia,3/11/2016,shot,gun,23,M,H,Newark,CA,FALSE,attack,Foot,FALSE
+Christopher Michael Tokazowski,3/12/2016,shot,gun,43,M,W,Greensboro,NC,TRUE,attack,Not fleeing,TRUE
+Peter Gaines,3/12/2016,shot and Tasered,unarmed,37,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Marco Loud,3/12/2016,shot and Tasered,Taser,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gevork Alachadzhyan,3/13/2016,shot,,45,M,W,Glendale,CA,TRUE,attack,Car,FALSE
+Jose Raul Cruz,3/13/2016,shot,unarmed,16,M,H,Addison,TX,FALSE,undetermined,Car,FALSE
+Joshua Grubb,3/13/2016,shot,unarmed,30,M,W,Lenoir City,TN,FALSE,other,Car,TRUE
+Wesley Chad Deerman,3/13/2016,shot,gun,26,M,W,Piedmont,AL,FALSE,attack,Car,FALSE
+Keith Montgomery Jr.,3/13/2016,shot,gun,24,M,B,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Amy Jean McCoy,3/13/2016,shot,hammer,38,F,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Jacai Colson,3/13/2016,shot,gun,28,M,B,Landover,MD,FALSE,other,Not fleeing,FALSE
+Lamar Harris,3/14/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Joseph Harris,3/15/2016,shot,gun,34,M,W,Russellville,KY,FALSE,other,Foot,FALSE
+Daniel J. Wooters,3/15/2016,shot,knife,38,M,W,Evansville,IN,FALSE,other,Car,TRUE
+Ed Russell McIver,3/15/2016,shot,gun,43,M,W,Fort Worth,TX,FALSE,other,Other,TRUE
+Cristian Rene Medina,3/16/2016,shot,unarmed,23,M,H,Florence,CA,TRUE,other,Not fleeing,FALSE
+Eric Hernandez,3/16/2016,shot,gun,33,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Dennis Penny,3/16/2016,shot,gun,40,M,W,Anson County,NC,TRUE,attack,Not fleeing,FALSE
+Map Kong,3/17/2016,shot,gun,38,M,A,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Sunny Chin,3/17/2016,shot,gun,53,M,A,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Scott Bennett,3/17/2016,shot,gun,29,M,B,Houston,TX,FALSE,attack,,FALSE
+Christopher Nelms,3/17/2016,shot,gun,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Michael Mallet,3/18/2016,shot,gun,49,M,,Byron,CA,TRUE,attack,Not fleeing,FALSE
+David Alma Giles,3/18/2016,shot,gun,60,M,W,Idaho Falls,ID,FALSE,other,Not fleeing,FALSE
+India Beaty,3/19/2016,shot,toy weapon,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Joshua Douglas,3/19/2016,shot,undetermined,24,M,W,Covington,LA,FALSE,undetermined,Car,FALSE
+Thurman Reynolds,3/19/2016,shot,gun,21,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dylan R. Whitaker,3/19/2016,shot,gun,23,M,W,White Plains,KY,FALSE,attack,Other,FALSE
+Boyd Keith Ballard,3/20/2016,shot,knife,61,M,W,Hopewell,VA,TRUE,other,Not fleeing,TRUE
+Clarence Briggs,3/20/2016,shot,gun,54,M,W,Fort Littleton,PA,FALSE,attack,Other,FALSE
+Abraham Martinez,3/20/2016,shot,gun,62,M,H,Fort Wayne,IN,FALSE,attack,Foot,FALSE
+Robert Dentmond,3/20/2016,shot,toy weapon,16,M,B,Gainesville,FL,TRUE,other,Not fleeing,FALSE
+Dylan Pape,3/21/2016,shot,toy weapon,25,M,W,Stamford,CT,TRUE,attack,Not fleeing,FALSE
+Edward J. Gorinski,3/21/2016,shot,gun,28,M,W,South Greensburg,PA,TRUE,attack,Car,FALSE
+"Ralph ""Phil"" Grenon",3/21/2016,shot and Tasered,knife,76,M,W,Burlington,VT,TRUE,other,Not fleeing,TRUE
+Ethan James Rincon,3/22/2016,shot,pick-axe,25,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Travis J. Blair,3/22/2016,shot,,33,M,W,Fredericksburg,VA,FALSE,attack,Other,TRUE
+Daven Scott Hannu,3/23/2016,shot,gun,51,M,W,Thornton,CO,FALSE,attack,Not fleeing,FALSE
+Raymond Gonzalez,3/23/2016,shot,gun,34,M,H,Fresno,CA,FALSE,attack,Foot,TRUE
+Alexio Allen,3/23/2016,shot,gun,30,M,B,Raleigh,TN,TRUE,attack,Not fleeing,FALSE
+Robert L. Dussourd,3/24/2016,shot,knife,44,M,W,Braintree,MA,FALSE,other,Foot,FALSE
+Dominique Silva,3/24/2016,shot,toy weapon,24,M,B,Pawtucket,RI,FALSE,attack,Foot,FALSE
+Andrew Mike,3/24/2016,shot,gun,29,M,W,Redlands,CA,FALSE,attack,Not fleeing,FALSE
+Joel A. Gonzales,3/24/2016,shot,gun and knife,48,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Mario Sandoval,3/24/2016,shot,gun,19,M,H,Pueblo of Laguna,NM,FALSE,attack,Not fleeing,TRUE
+Jermon Seals,3/24/2016,shot,gun,22,M,B,Blue Springs,MO,FALSE,attack,Not fleeing,FALSE
+Jose Perez,3/26/2016,shot,meat cleaver,39,M,H,Lowell,MA,TRUE,other,Not fleeing,FALSE
+Terrence Shane Blackburn,3/26/2016,shot,gun,36,M,W,Grundy,VA,TRUE,other,Not fleeing,FALSE
+Donald Andrew White,3/26/2016,shot,gun,55,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Patrick Matthew McManamon,3/26/2016,shot,gun,46,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Jeffrey Lanahan,3/27/2016,shot,knife,34,M,W,Lee's Summit,MO,TRUE,other,Not fleeing,FALSE
+Loreal Tsingine,3/27/2016,shot,scissors,27,F,N,Winslow,AZ,FALSE,other,Not fleeing,TRUE
+Robert D. Guerin,3/27/2016,shot,gun,33,M,W,Roswell,NM,TRUE,attack,Not fleeing,TRUE
+Deriante Deon Miller,3/27/2016,shot,gun,18,M,B,Kinston,NC,FALSE,other,Not fleeing,FALSE
+Earl Ashby,3/27/2016,shot,gun,33,M,W,Splendora,TX,TRUE,attack,Not fleeing,FALSE
+Robert Morgan Garrison Jr.,3/29/2016,shot,gun,51,M,W,Piedmont,SC,TRUE,attack,Not fleeing,FALSE
+Denise Fairchild,3/29/2016,shot,gun,50,F,W,Aitkin,MN,TRUE,attack,Not fleeing,FALSE
+Joseph Louis Melvin,3/29/2016,shot and Tasered,flashlight,46,M,W,Clearlake Park,CA,FALSE,attack,Not fleeing,TRUE
+Angel Montion,3/30/2016,shot,gun,33,M,W,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Ruben Cossyleon,3/30/2016,shot,gun,25,M,H,Glendale,AZ,FALSE,undetermined,Not fleeing,FALSE
+Thomas Lagano,3/30/2016,shot,gun,52,M,W,Jackson,GA,FALSE,attack,Not fleeing,FALSE
+Kimani Johnson,3/31/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Vincent Wood,3/31/2016,shot,gun,43,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+James Brown III,3/31/2016,shot,gun,34,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+James Craig Simpson,3/31/2016,shot,gun,31,M,B,Las Vegas,NV,FALSE,attack,Foot,TRUE
+Jesus Juarez,4/1/2016,shot,shovel,65,M,H,Lockhart,TX,TRUE,undetermined,Not fleeing,FALSE
+Joel Fabela,4/1/2016,shot,gun,37,M,H,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Cameron Gover,4/2/2016,shot,gun,30,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Melissa Boarts,4/3/2016,shot,unknown weapon,36,F,W,Macon County,AL,TRUE,other,Not fleeing,TRUE
+Darrin Andrew Martin,4/3/2016,shot,gun,25,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+David Mack,4/3/2016,shot,Taser,69,M,W,Eau Claire,WI,FALSE,attack,Not fleeing,FALSE
+Preston Paul Perez,4/3/2016,shot,undetermined,48,M,W,Raceland,LA,FALSE,undetermined,,FALSE
+Raul Salvador Marquez Heraldes,4/4/2016,shot,knife,50,M,H,Minneapolis,MN,TRUE,attack,Not fleeing,FALSE
+Peter J. Doherty,4/5/2016,shot,knife,52,M,W,West Springfield,MA,TRUE,other,Not fleeing,FALSE
+Kevin Hicks,4/5/2016,shot,unarmed,44,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,TRUE
+Marvin Cremeans,4/6/2016,shot,ax,60,M,W,Oak Hill,OH,FALSE,other,Not fleeing,FALSE
+Laronda Sweatt,4/6/2016,shot,ax,40,F,B,Gallatin,TN,FALSE,attack,Not fleeing,TRUE
+Cesar Frias,4/6/2016,shot and Tasered,knife,20,M,H,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Luis Gongora,4/7/2016,shot,knife,45,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Lance C. McIntire,4/7/2016,shot,,44,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Dazion Flenaugh,4/8/2016,shot,knife,40,M,B,Sacramento,CA,TRUE,other,Foot,FALSE
+Melissa M. Abbott,4/8/2016,shot,hatchet,25,F,W,Lake Hallie,WI,TRUE,other,Not fleeing,FALSE
+Lamont Gulley,4/8/2016,shot,knife,43,M,B,Kentwood,MI,FALSE,other,Not fleeing,TRUE
+Diahlo Grant,4/9/2016,shot,gun,27,M,B,New Brunswick,NJ,FALSE,attack,Foot,FALSE
+Quron Williams,4/9/2016,shot,gun,19,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Lonnie Ball,4/10/2016,shot,gun,39,M,W,Modesto,CA,FALSE,other,Car,FALSE
+William Clark,4/10/2016,shot,knife,30,M,W,Rotterdam,NY,TRUE,attack,Not fleeing,FALSE
+Arturo Yobani-Torrez Valdez,4/10/2016,shot,knife,28,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Efren Eloy Trujillo,4/11/2016,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Pierre Loury,4/11/2016,shot,gun,16,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dion Daman,4/12/2016,shot,unarmed,40,M,W,Denver,CO,FALSE,other,Car,FALSE
+Joshua Moreno,4/12/2016,shot,gun,38,M,H,Benton,IL,FALSE,attack,Car,FALSE
+Travis Wood,4/12/2016,shot,,20,M,W,Noma,FL,FALSE,other,Car,TRUE
+Rodney Watts,4/13/2016,shot,undetermined,35,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gray Wise,4/13/2016,shot,gun,52,M,W,Llano,TX,FALSE,attack,Not fleeing,FALSE
+Koltlee Whitson,4/13/2016,shot,gun,26,M,W,Sparta,TN,FALSE,attack,Car,FALSE
+Jeff Robertson,4/14/2016,shot and Tasered,unarmed,54,M,W,McPherson,KS,TRUE,attack,Not fleeing,FALSE
+Clemente Najera,4/15/2016,shot,baseball bat,38,M,H,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+David Swatsky,4/15/2016,shot,gun,52,M,W,Cache,OK,TRUE,attack,Not fleeing,FALSE
+Storm Allen Smith,4/15/2016,shot,undetermined,26,M,W,Muncie,IN,FALSE,attack,Foot,TRUE
+Gerald Robert Boyes,4/16/2016,shot,gun,53,M,W,Antioch,IL,FALSE,attack,Not fleeing,FALSE
+Kisha Arrone,4/17/2016,shot,gun,35,F,B,Dayton,OH,FALSE,other,Car,FALSE
+Eric John Wilson,4/17/2016,shot,unarmed,22,M,W,El Paso,TX,TRUE,other,Not fleeing,FALSE
+Richard Bard Jr.,4/17/2016,shot,gun,31,M,B,Vineland,NJ,FALSE,attack,Foot,FALSE
+George Tillman,4/17/2016,shot,gun,32,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Edson Thevenin,4/17/2016,shot,,37,M,B,Troy,NY,FALSE,attack,Car,FALSE
+Rico Don Rae Johnson,4/18/2016,shot,gun,28,M,B,Greenbelt,MD,FALSE,attack,Not fleeing,FALSE
+Demetrius Dorsey,4/18/2016,shot,gun,18,M,B,Mableton,GA,FALSE,attack,Not fleeing,FALSE
+Sylasone Ackhavong,4/19/2016,shot,gun,41,M,A,Charlotte,NC,TRUE,attack,Not fleeing,FALSE
+Jorevis Scruggs,4/19/2016,shot,gun,15,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Daniel Eric Blackmon,4/19/2016,shot,gun,38,M,W,Brooksville,AL,FALSE,attack,Car,FALSE
+Francis Scot Dufore,4/20/2016,shot,gun,41,M,W,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Jackie Lee Kirkham,4/20/2016,shot,unknown weapon,52,M,W,Perryville,AR,FALSE,other,Not fleeing,FALSE
+Mario Mejia Martinez,4/21/2016,shot,knife,48,M,H,Everett,MA,FALSE,other,Not fleeing,FALSE
+Tyler Hunkin,4/22/2016,shot,knife,29,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Carl Baranishyn,4/22/2016,shot,knife,51,M,W,Berne,NY,TRUE,attack,Not fleeing,FALSE
+Demarcus Semer,4/23/2016,shot,,21,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+Mitchell Oakley,4/23/2016,shot,gun,24,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jakob E. Wagner,4/23/2016,shot,gun,18,M,W,Antigo,WI,FALSE,attack,Not fleeing,FALSE
+Eric C. Wakup,4/23/2016,shot,gun,30,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Willie Tillman,4/23/2016,shot and Tasered,,33,M,B,Fayetteville,AR,FALSE,other,Car,TRUE
+Kay Frances Campbell,4/25/2016,shot,gun,60,F,W,East Flat Rock,NC,TRUE,attack,Not fleeing,FALSE
+Robin Barber,4/26/2016,shot,gun,28,M,W,Lakewood,CO,FALSE,attack,Foot,FALSE
+Joshua Brooks,4/26/2016,shot,gun,26,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,TRUE
+Jacquelyn Burke,4/26/2016,shot,gun,24,F,W,Albuquerque,NM,TRUE,attack,Car,FALSE
+Darrel S. Machemehl,4/26/2016,shot,gun,44,M,W,Kingsbury,TX,FALSE,other,Other,FALSE
+Cin Lam Mung,4/27/2016,shot,machete,34,M,A,Atlanta,GA,FALSE,other,Not fleeing,FALSE
+Damon Blair,4/27/2016,shot,gun,21,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+David Shane Anderson,4/27/2016,shot,gun,36,M,W,Milcreek,UT,FALSE,attack,Not fleeing,FALSE
+Kendar del Rosario,4/28/2016,shot,knife,37,M,B,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Lee Easter,4/28/2016,shot,gun,53,M,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Ashtian Barnes,4/28/2016,shot,,24,M,B,Houston,TX,FALSE,other,Car,FALSE
+Michael Kurtz,4/28/2016,shot and Tasered,knife,45,M,W,Spokane,WA,TRUE,other,Not fleeing,TRUE
+Jeffrey Darrell Hobbs,4/29/2016,shot,,48,M,W,Jackson,MO,FALSE,attack,Car,FALSE
+Oswald Mattner,4/30/2016,shot,knife,42,M,W,Wausau,WI,FALSE,other,Not fleeing,FALSE
+Mark Daniel Bess,4/30/2016,shot,knife,33,M,W,Spanish Fork,UT,FALSE,other,Foot,FALSE
+Bender Dass,4/30/2016,shot,,55,M,W,Florence,AZ,FALSE,attack,Car,FALSE
+Marion Habana,4/30/2016,shot,knife,28,M,A,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Charlin Charles,5/1/2016,shot,toy weapon,25,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald Branch,5/1/2016,shot,gun,28,M,W,Alamo,TN,TRUE,other,Not fleeing,FALSE
+Reginald Darnell Dogan,5/2/2016,shot,gun,52,M,B,Greenville,SC,FALSE,attack,Not fleeing,FALSE
+Raymond Hopper,5/3/2016,shot,knife,59,M,W,Visalia,CA,FALSE,other,Not fleeing,FALSE
+Richard Ferretti,5/4/2016,shot,,52,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Cayce A. DiTullio,5/4/2016,shot,gun,39,M,W,Burien,WA,FALSE,attack,Car,FALSE
+Matthew Tucker,5/4/2016,shot,knife,18,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Gerry J. Thompson,5/4/2016,shot,undetermined,40,M,W,Buffalo,MO,FALSE,attack,Not fleeing,FALSE
+Corey DiGiovanni,5/5/2016,shot,,36,M,W,Gretna,LA,FALSE,attack,Car,FALSE
+Burt Johnson,5/5/2016,shot,gun,38,M,B,Milwaukee,WI,FALSE,attack,Foot,TRUE
+Deresha Armstrong,5/5/2016,shot,gun,26,F,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald D. Williams,5/6/2016,shot,gun,,M,B,Weirton,WV,TRUE,other,Not fleeing,FALSE
+Nathan Q. Cates,5/7/2016,shot,gun,29,M,W,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Alton Fitzgerald Witchard,5/7/2016,shot,gun,37,M,B,St. Petersburg,FL,FALSE,attack,Other,FALSE
+Derek J. Sam,5/7/2016,shot and Tasered,knife,29,M,O,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Lionel Gibson,5/8/2016,shot,toy weapon,21,M,B,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Jaffort Smith,5/9/2016,shot,gun,33,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Christian Bowman,5/9/2016,shot,unarmed,23,M,W,St. Martin,MS,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,5/9/2016,shot,gun,26,M,W,Chicago,IL,FALSE,other,Foot,FALSE
+Joseph Napoli,5/9/2016,shot,gun,59,M,,Hog Valley,FL,FALSE,attack,Not fleeing,FALSE
+Jamie Stotts,5/9/2016,shot,gun,29,M,W,Nacogdoches,TX,TRUE,attack,Other,FALSE
+Arthur R. Williams,5/9/2016,shot,toy weapon,33,M,B,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Arthur DaRosa,5/10/2016,shot,knife,28,M,B,Taunton,MA,TRUE,attack,Not fleeing,FALSE
+Stephen Schuster,5/11/2016,shot,gun,35,M,W,Aurora,CO,FALSE,attack,Car,FALSE
+Thongsoune Vilaysane,5/11/2016,shot,,33,M,A,San Diego,CA,FALSE,other,Car,TRUE
+Sean Ryan Mondragon,5/11/2016,shot,gun,24,M,B,Greeley,CO,FALSE,attack,Car,FALSE
+Steve Godfrey,5/11/2016,shot,gun,,M,W,Byng,OK,TRUE,attack,Car,FALSE
+Robert Mark Diaz,5/13/2016,shot,gun,28,M,H,Boyle Heights,CA,FALSE,attack,Not fleeing,TRUE
+Cody Marsh,5/14/2016,shot,knife,19,M,W,Jacksonsville,FL,TRUE,other,Not fleeing,FALSE
+Francis Clark,5/14/2016,shot,gun,43,M,N,Phoenix,AZ,FALSE,attack,Not fleeing,TRUE
+Jeffrey Sims,5/14/2016,shot,gun,59,M,W,Osteen,FL,FALSE,attack,Not fleeing,FALSE
+Ryan Johnson,5/14/2016,shot and Tasered,gun,34,M,W,Stockbridge,GA,TRUE,other,Not fleeing,FALSE
+"Dracy ""Clint"" Pendleton",5/15/2016,shot,gun,35,M,W,Shawnee National Forest,IL,FALSE,attack,Foot,FALSE
+Jabril Robinson,5/16/2016,shot,gun,23,M,B,Riverdale,GA,FALSE,attack,Foot,FALSE
+Luke Sanders,5/17/2016,shot,ax,36,M,W,Siskiyou County,CA,TRUE,other,Not fleeing,FALSE
+Garry Conrad,5/18/2016,shot,knife,46,M,W,New York,NY,TRUE,other,Not fleeing,FALSE
+Joseph Weatherby,5/18/2016,shot,gun,44,M,W,Sullivan,MO,FALSE,attack,Other,FALSE
+Israel Santos-Banos,5/18/2016,shot,gun,20,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremias Cruz,5/19/2016,shot,unarmed,30,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Jessica Nelson-Williams,5/19/2016,shot,unarmed,29,F,B,San Francisco,CA,FALSE,other,Car,FALSE
+Jaime Ide,5/19/2016,shot,knife,35,M,H,Citrus Heights,CA,FALSE,other,Not fleeing,TRUE
+Timothy Brandon Stacy,5/19/2016,shot,gun,36,M,W,Fisty,KY,FALSE,attack,Not fleeing,FALSE
+Kentrill William Carraway,5/19/2016,shot,gun,22,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Joshua Beebee,5/20/2016,shot,knife,31,M,B,Omaha,NE,FALSE,other,Foot,TRUE
+Norman Campbell,5/21/2016,shot,gun,63,M,W,Chesterfield County,SC,FALSE,attack,Not fleeing,FALSE
+Travis Moore,5/21/2016,shot,unarmed,38,M,W,Oregon City,OR,TRUE,attack,Not fleeing,FALSE
+Mark Nelson,5/21/2016,shot,gun,31,M,N,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Michael Eugene Wilson Jr.,5/22/2016,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,TRUE
+Jorge Zambrano,5/22/2016,shot,gun,35,M,H,Oxford,MA,FALSE,attack,Not fleeing,FALSE
+Vernell Bing,5/22/2016,shot,unarmed,22,M,B,Jacksonville,FL,FALSE,other,Car,FALSE
+Bryson Fischer,5/22/2016,shot,gun,28,M,W,Boulder,CO,TRUE,attack,Not fleeing,FALSE
+Verl Bedonie,5/23/2016,shot,gun,26,M,N,Flagstaff,AZ,FALSE,attack,Foot,TRUE
+Bodhi Wilson Dean Phelps,5/24/2016,shot,knife,22,M,W,Gresham,OR,FALSE,other,Not fleeing,FALSE
+Leslie Goletz,5/24/2016,shot,Taser,57,M,,Harrisonville,MO,FALSE,other,Car,FALSE
+Mario Montoya,5/24/2016,shot,gun,31,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Derek Prophet,5/25/2016,shot,knife,43,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Doll Pierre-Louis,5/25/2016,shot,,24,M,B,Miami Gardens,FL,FALSE,other,Car,FALSE
+"Eugene ""Geno"" Francis Smith",5/26/2016,shot,gun,29,M,W,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Warren Christian,5/26/2016,shot,gun,43,M,W,Lansing,IL,FALSE,attack,Foot,FALSE
+TK Tk,5/26/2016,shot,gun,,M,,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Devonte Gates,5/26/2016,shot,undetermined,21,M,B,Washington Park,IL,FALSE,undetermined,Foot,FALSE
+Fernando Castro,5/26/2016,shot,gun,19,M,H,Solvang,CA,FALSE,attack,Car,FALSE
+Tk Tk,5/26/2016,shot,knife,,F,,Sneads,FL,FALSE,other,Not fleeing,FALSE
+Angel Daniel Navarro,5/26/2016,shot,gun,25,M,H,Socorro,NM,FALSE,attack,Car,FALSE
+Terry Edwards,5/27/2016,shot,gun,59,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Dennis Hudson,5/28/2016,shot,gun,50,M,B,Eastaboga,AL,FALSE,attack,Not fleeing,FALSE
+Dennis Humphrey,5/28/2016,shot,gun,58,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Dionisio Augustine Garza III,5/29/2016,shot,gun,25,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Donald Edward Brown III,5/29/2016,shot,knife,32,M,W,Deland,FL,FALSE,other,Not fleeing,FALSE
+John Mark Coffey,5/29/2016,shot,gun,53,M,W,Clinton,NC,FALSE,attack,Not fleeing,TRUE
+Todd Brent Burroughs,5/29/2016,shot and Tasered,unarmed,38,M,W,Stoneville,NC,FALSE,other,Car,FALSE
+Robert Wickizer,5/30/2016,shot,gun,70,M,W,Tualatin,OR,FALSE,attack,Not fleeing,FALSE
+Osee Calix,5/30/2016,shot,gun,33,M,B,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Nicholas Berger,5/31/2016,shot,knife,36,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+TK TK,6/1/2016,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,6/1/2016,shot,gun,21,M,B,Newnan,GA,FALSE,attack,Foot,TRUE
+Daniel Pigg,6/1/2016,shot,gun,51,M,W,Berea,KY,FALSE,attack,Foot,FALSE
+Willie Demetrius James,6/2/2016,shot,knife,43,M,B,Norfolk,VA,TRUE,other,Not fleeing,TRUE
+Rodney Rodriguez Smith,6/2/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Joshua Smith,6/3/2016,shot,knife,33,M,W,Wasilla,AK,FALSE,other,Not fleeing,FALSE
+"Hubert Thomas Burns, Jr.",6/3/2016,shot,knife,34,M,N,Parker,AZ,FALSE,other,Not fleeing,FALSE
+Daniel Jonathan Shaham,6/4/2016,shot,undetermined,31,M,W,Yreka,CA,FALSE,attack,Not fleeing,FALSE
+Demarco Rhymes,6/4/2016,shot,gun,35,M,B,Eufaula,AL,FALSE,attack,Other,TRUE
+Larry Dustin Stepp,6/4/2016,shot,knife,31,M,W,Muncie,IN,TRUE,other,Not fleeing,TRUE
+Christopher Michael Moran,6/5/2016,shot,gun,31,M,W,Cape Coral,FL,FALSE,other,Car,FALSE
+Henry Green,6/6/2016,shot,gun,23,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Kalyp Allen Rapoza,6/6/2016,shot,knife,25,M,O,Hilo,HI,FALSE,other,Not fleeing,FALSE
+Andrew Henson,6/7/2016,shot,unarmed,25,M,W,Wagoner,OK,FALSE,other,Car,TRUE
+Omar Villagomez,6/7/2016,shot,vehicle,21,M,H,Turlock,CA,FALSE,other,Not fleeing,FALSE
+Willis N. Walker,6/7/2016,shot,gun,49,M,B,Norman,VA,FALSE,other,Not fleeing,FALSE
+William David Powell,6/7/2016,shot,gun,63,M,W,Stockbridge,GA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia,6/8/2016,shot,gun,43,M,H,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William Michael Hollis,6/9/2016,shot,gun,34,M,W,Birmingham,AL,FALSE,attack,Car,FALSE
+James Allen Nickol,6/9/2016,shot,gun,38,M,W,York,PA,FALSE,attack,,FALSE
+John Michael Brisco,6/9/2016,shot,gun,52,M,B,Port Arthur,TX,FALSE,other,Foot,FALSE
+Clifford Tucker,6/9/2016,shot,gun,68,M,W,Ishpeming Township,MI,TRUE,attack,Not fleeing,TRUE
+TK TK,6/9/2016,shot,baton,,M,,Somerton,AZ,FALSE,attack,Not fleeing,FALSE
+Clayton Millsaps,6/10/2016,shot,baseball bat,29,M,W,Iredell County,NC,FALSE,other,Not fleeing,FALSE
+Bobby Sanchez,6/10/2016,shot,gun,32,M,H,Pueblo,CO,FALSE,attack,Foot,FALSE
+J. Juan Briseno-Ortega,6/10/2016,shot,gun,50,M,H,Yakima,WA,FALSE,attack,Not fleeing,TRUE
+Keith Bursey,6/10/2016,shot,gun,31,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Lyndarius Cortez Witherspoon,6/11/2016,shot,gun,27,M,B,Tupelo,MS,FALSE,attack,Car,FALSE
+Jesus Duran,6/11/2016,shot,spear,31,M,H,Maywood,CA,FALSE,other,Not fleeing,FALSE
+Omar Mateen,6/12/2016,shot,gun,29,M,O,Orlando,FL,TRUE,attack,Not fleeing,TRUE
+Daniel Bennett Edwards,6/12/2016,shot,knife,23,M,W,Eagle Mountain,UT,TRUE,other,Not fleeing,FALSE
+John Williams,6/12/2016,shot,gun,61,M,B,Hiseville,KY,FALSE,attack,Car,FALSE
+Joshua Sciscm,6/13/2016,shot,gun,33,M,W,Schenectady,NY,FALSE,attack,Not fleeing,FALSE
+Michael Moore,6/13/2016,shot,gun,18,M,B,Mobile,AL,FALSE,other,Not fleeing,FALSE
+Edward Acquisto,6/13/2016,shot,gun,80,M,H,Tiverton,RI,FALSE,attack,Car,FALSE
+Kenneth Allen Pointer,6/13/2016,shot,undetermined,43,M,W,Vancouver,WA,FALSE,undetermined,Car,FALSE
+Noel Rodriguez,6/14/2016,shot,,50,M,H,Boise,ID,FALSE,other,Car,TRUE
+Nicholas Ferro,6/14/2016,shot,gun,47,M,W,Odessa,MO,FALSE,attack,Not fleeing,FALSE
+Mohammad Moghaddam,6/14/2016,shot,gun,54,M,O,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Fernando Geovanni Llanez,6/14/2016,shot,undetermined,22,M,H,Chula Vista,CA,FALSE,attack,Not fleeing,FALSE
+Russell Rosser,6/15/2016,shot,,43,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Michael Rasmussen,6/15/2016,shot,gun,38,M,W,Pembine,WI,TRUE,attack,Car,FALSE
+Peter Grandpre,6/16/2016,shot,gun,36,M,W,Butte,MT,FALSE,attack,Not fleeing,TRUE
+Nicholas Damon,6/16/2016,shot,,30,M,H,Westminster,CO,FALSE,attack,Car,FALSE
+John Anderson,6/16/2016,shot,gun,59,M,W,Montpelier,OH,TRUE,other,Not fleeing,FALSE
+Ronald Delfino,6/16/2016,shot,gun,21,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+William Thomas Hennessey,6/18/2016,shot,toy weapon,34,M,W,Huntsville,AL,FALSE,attack,Not fleeing,TRUE
+Sergey Makarenko,6/18/2016,shot,,17,M,W,Carmichael,CA,FALSE,other,Car,FALSE
+Antwun Shumpert,6/18/2016,shot,unarmed,37,M,B,Tupelo,MS,FALSE,attack,Foot,FALSE
+Rashaun Lloyd,6/19/2016,shot,gun,25,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Anthony Ford,6/19/2016,shot,gun,30,M,,Fort Walton Beach,FL,FALSE,other,Not fleeing,FALSE
+Raufeal M. Bostick,6/20/2016,shot,gun,23,M,B,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Devin Christopher Scott,6/20/2016,shot and Tasered,knife,20,M,W,Lake Havasu City,AZ,FALSE,other,Not fleeing,TRUE
+Lane Lesko,6/21/2016,shot,toy weapon,19,M,W,Peterborough,NH,TRUE,attack,Car,FALSE
+Jeff Hyde,6/21/2016,shot,gun,50,M,W,Casper,WY,TRUE,attack,Not fleeing,FALSE
+Pedro Cruz-Amado,6/21/2016,shot,chair,24,M,H,Lawndale,NC,TRUE,attack,Not fleeing,FALSE
+Josiah Williams,6/22/2016,shot,gun,25,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Isaiah Core,6/22/2016,shot,,20,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Roger Ponce,6/22/2016,shot,knife,37,M,W,Wellington,FL,FALSE,other,Not fleeing,FALSE
+Quencezola Maurice Splunge,6/22/2016,shot,gun,44,M,B,Walls,MS,FALSE,attack,Foot,FALSE
+Deravis Caine Rogers,6/22/2016,shot,unarmed,22,M,B,Atlanta,GA,FALSE,undetermined,Other,FALSE
+Shaun Trevor Walke,6/22/2016,shot,gun,31,M,W,Bellville,TX,FALSE,attack,Not fleeing,TRUE
+Jay Anderson,6/23/2016,shot,gun,25,M,B,Wauwatosa,WI,FALSE,other,Not fleeing,TRUE
+Angelo Brown,6/23/2016,shot,gun,,M,B,Belleville,IL,FALSE,attack,Foot,FALSE
+Josh Herrera,6/23/2016,shot,gun,29,M,,Hanover,NM,FALSE,undetermined,Not fleeing,FALSE
+Ismael Miranda,6/24/2016,shot,gun,36,M,B,Paterson,NJ,FALSE,attack,Not fleeing,FALSE
+Randy Blecher,6/24/2016,shot,gun,50,M,W,Farmington,AR,FALSE,attack,Not fleeing,FALSE
+Christy Sheats,6/24/2016,shot,gun,42,F,W,Fulshear,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Angel Chavez-Angles,6/24/2016,shot,gun,42,M,H,Oklahoma City,OK,TRUE,other,Other,FALSE
+Jamil Alejandro Valladares,6/24/2016,shot,gun,26,M,H,Riverview,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Noble,6/25/2016,shot,unarmed,19,M,W,Fresno,CA,TRUE,other,Car,TRUE
+Waldemar Bogusiewicz,6/25/2016,shot,gun,59,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+William Ferguson,6/25/2016,shot,gun,,M,,Buckeye,AZ,FALSE,attack,Not fleeing,TRUE
+Rodrigo Guardiola,6/25/2016,shot and Tasered,unarmed,36,M,H,Gainesville,GA,FALSE,attack,Other,FALSE
+Terry Lynn Maurer,6/26/2016,shot,baseball bat,51,M,W,Columbia Township,MI,TRUE,attack,Not fleeing,FALSE
+Daniel Reyes,6/26/2016,shot,knife,27,M,H,Thomaston,CT,FALSE,other,Not fleeing,FALSE
+Germichael Kennedy,6/26/2016,shot,gun,22,M,B,Lincoln,NE,FALSE,attack,Foot,FALSE
+Donte L. Johnson,6/26/2016,shot,gun,30,M,B,Dolton,IL,FALSE,attack,Not fleeing,FALSE
+Michael Disbrowe,6/27/2016,shot,toy weapon,28,M,W,Boone,IA,TRUE,attack,Not fleeing,FALSE
+Sherman Evans,6/27/2016,shot,toy weapon,63,M,B,Washington,DC,TRUE,attack,Not fleeing,TRUE
+Blake Peacock,6/27/2016,shot,gun,32,M,W,Cochran,GA,FALSE,attack,Not fleeing,FALSE
+Travis Vierra,6/27/2016,shot,gun,26,M,W,Laguna Pueblo,NM,FALSE,attack,Not fleeing,FALSE
+Raymond Hutson,6/27/2016,shot,toy weapon,25,M,W,Frederica,DE,FALSE,other,Car,FALSE
+Barry Prak,6/28/2016,shot,knife,27,M,A,Long Beach,CA,FALSE,other,Foot,FALSE
+Walden Dang,6/28/2016,shot,knife,61,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Jessie J. Mills,6/29/2016,shot,undetermined,30,M,W,Barbourville,KY,FALSE,attack,Not fleeing,FALSE
+Tyrone Reado,6/29/2016,shot,gun,,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+Lafayette Evans,6/29/2016,shot,gun,37,M,B,Fort Madison,IA,FALSE,attack,Foot,FALSE
+Michael William Schumacher,6/29/2016,shot,pitchfork,41,M,W,Madison,WI,TRUE,other,Not fleeing,FALSE
+Kawme Dejuan Patrick,6/30/2016,shot,gun,25,M,B,Columbus,OH,FALSE,undetermined,,FALSE
+Tristan Vilters,6/30/2016,shot,gun,24,M,W,Park County,CO,FALSE,attack,Not fleeing,FALSE
+Jasen Scott Ramirez,6/30/2016,shot,undetermined,44,M,H,Douglas,WY,FALSE,undetermined,Not fleeing,FALSE
+Alexis George Mishtowt,7/1/2016,shot,gun,63,M,W,Landrum,SC,FALSE,attack,Not fleeing,TRUE
+Helmut Wihowski,7/1/2016,shot,knife,58,M,W,Jackson,WI,FALSE,other,Not fleeing,FALSE
+Steven McQueen,7/1/2016,shot and Tasered,gun,30,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Jai Lateef Solveig Williams,7/2/2016,shot,gun,35,M,B,Asheville,NC,FALSE,other,Car,FALSE
+Jonathan Lane Justiss,7/2/2016,shot,gun,50,M,W,Bristol,TN,FALSE,attack,Not fleeing,FALSE
+Shannon Labit,7/3/2016,shot,knife,40,M,W,New Iberia,LA,TRUE,other,Not fleeing,FALSE
+Raul Saavedra-Vargas,7/3/2016,shot,,,M,H,Reno,NV,FALSE,other,Car,FALSE
+Pedro Villanueva,7/3/2016,shot,,19,M,H,Fullerton,CA,FALSE,other,Car,FALSE
+William Tracy Patterson,7/4/2016,shot,gun,34,M,W,North Charleston,SC,FALSE,attack,Not fleeing,TRUE
+Anthony Nunez,7/4/2016,shot,gun,18,M,H,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Sidney Washington,7/4/2016,shot,gun,21,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/4/2016,shot,knife,,M,,Rosser,TX,FALSE,other,Not fleeing,TRUE
+Joshua Bolster,7/5/2016,shot,undetermined,29,M,W,Salem,OR,FALSE,undetermined,,FALSE
+Sam Newby,7/5/2016,shot,undetermined,49,M,W,Temecula,CA,FALSE,other,Car,FALSE
+Melissa Ventura,7/5/2016,shot,knife,24,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Alton Sterling,7/5/2016,shot and Tasered,undetermined,37,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,TRUE
+Philando Castile,7/6/2016,shot,gun,32,M,B,Falcon Heights,MN,FALSE,other,Not fleeing,TRUE
+Thomas Vandemark,7/6/2016,shot,gun,65,M,W,Rush Springs,OK,FALSE,other,Not fleeing,TRUE
+Vinson Lee Ramos,7/7/2016,shot,knife,37,M,H,Bell,CA,FALSE,other,Not fleeing,FALSE
+Adam Smith,7/7/2016,shot,,33,M,W,Clovis,CA,FALSE,other,Car,FALSE
+Earnest Fells,7/7/2016,shot,gun,63,M,B,Selma,AL,FALSE,attack,Not fleeing,TRUE
+Abraham Smith,7/8/2016,shot,knife,30,M,W,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Andre Johnson,7/9/2016,shot,gun,40,M,B,Broken Bow,OK,FALSE,attack,Car,FALSE
+Alva Burnett Braziel,7/10/2016,shot,gun,38,M,B,Houston,TX,FALSE,other,Not fleeing,TRUE
+Joseph Mann,7/11/2016,shot,knife,50,M,B,Sacramento,CA,TRUE,other,Not fleeing,TRUE
+Jason Brooks,7/11/2016,shot,gun,41,M,B,East St. Louis,IL,FALSE,attack,Not fleeing,FALSE
+Pablo Medina,7/11/2016,shot,gun,41,M,H,Romulus,MI,FALSE,attack,Not fleeing,FALSE
+Orville Edwards,7/11/2016,shot,gun,39,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Larry Darnell Gordon,7/11/2016,shot,gun,44,M,W,St. Joseph,MI,FALSE,attack,Not fleeing,FALSE
+Benjamin Zeckovic,7/12/2016,shot,hatchet,23,M,W,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Donald S. Myers,7/13/2016,shot,gun,32,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,TRUE
+Richard G. Dinneny,7/13/2016,shot,toy weapon,56,M,W,Middletown,NY,TRUE,other,Not fleeing,FALSE
+Dayten Ernest Harper,7/14/2016,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Bobby Horne,7/15/2016,shot,gun,63,M,W,Peachland,NC,TRUE,attack,Not fleeing,FALSE
+Billy D. Smith,7/16/2016,shot,gun,31,M,W,Lake Asbury,FL,TRUE,attack,Not fleeing,FALSE
+Patrick Fennell,7/16/2016,shot,gun,57,M,W,Little Egg Harbor Township,NJ,FALSE,other,Foot,FALSE
+Cody Wayne Jarrett,7/16/2016,shot and Tasered,gun,26,M,W,San Bernardino,CA,FALSE,attack,Other,FALSE
+Kevin Higgins,7/17/2016,shot,gun,39,M,W,Sheboygan,WI,FALSE,other,Not fleeing,FALSE
+Jermaine Johnson,7/17/2016,shot,gun,42,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Gavin Eugene Long,7/17/2016,shot,gun,29,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Michael Ray Ramsey,7/17/2016,shot and Tasered,screwdriver,43,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jerry Brimer,7/18/2016,shot,ax,56,M,W,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Javier Garcia Gaona,7/20/2016,shot,knife,31,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Derek Love,7/21/2016,shot,gun,50,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+BJ Medeiros,7/21/2016,shot,gun,36,M,O,Hilo,HI,TRUE,attack,Not fleeing,FALSE
+Paul Edward Yacabitis,7/22/2016,shot,gun,50,M,W,Buckhannon,WV,FALSE,attack,,FALSE
+Austin Jerry Lee Howard,7/23/2016,shot,knife,49,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+Bernard Wells,7/23/2016,shot,gun,31,M,B,Chino,CA,FALSE,attack,Foot,FALSE
+Steven Alfred Longoria,7/23/2016,shot,gun,34,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Robert Lee Lourenco,7/24/2016,shot,hatchet and gun,36,M,W,Winchester,CA,TRUE,attack,Not fleeing,FALSE
+Alvin R. Sylversmythe,7/24/2016,shot,knife,29,M,N,Gallup,NM,TRUE,other,Not fleeing,FALSE
+Jeff Cornell Tyson,7/25/2016,shot,gun,32,M,B,Indianapolis,IN,FALSE,attack,Car,FALSE
+Richard Risher,7/25/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Scot Minard,7/26/2016,shot,gun,50,M,W,Pine River,WI,FALSE,attack,Car,FALSE
+Juan Reynaldo Duran,7/26/2016,shot,gun,36,M,H,Artesia,NM,FALSE,other,,FALSE
+Devon Martes,7/27/2016,shot,gun,17,M,B,Metairie,LA,FALSE,attack,Foot,FALSE
+Dalvin Hollins,7/27/2016,shot,unarmed,19,M,B,Tempe,AZ,TRUE,attack,Foot,FALSE
+Dylan Liberti,7/27/2016,shot,knife,24,M,W,Scottsdale,AZ,FALSE,other,Foot,TRUE
+Saddam Trejeda-Campos,7/27/2016,shot,knife,24,M,H,San Bernardino,CA,TRUE,other,Not fleeing,FALSE
+Emil Ambrose Mecklenburg,7/27/2016,shot,knife,20,M,W,Malta,MT,FALSE,attack,Not fleeing,FALSE
+Michael Adams,7/27/2016,shot,knife,33,M,W,Estill Springs,TN,FALSE,other,Foot,TRUE
+Jorge Moreno-Aguirre,7/28/2016,shot,undetermined,41,M,H,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+Jeffrey Smith,7/28/2016,shot,undetermined,47,M,B,La Quinta,CA,FALSE,other,Car,FALSE
+Paul O'Neal,7/28/2016,shot,,18,M,B,Chicago,IL,FALSE,other,Car,TRUE
+Jesus Rael,7/28/2016,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,Other,FALSE
+Donnell Thompson,7/28/2016,shot,unarmed,27,M,B,Compton,CA,FALSE,attack,Other,FALSE
+Omar Gonzalez,7/28/2016,shot,undetermined,36,M,H,City Terrace,CA,FALSE,other,Car,TRUE
+Amanda Page Bivens,7/29/2016,shot,gun,40,F,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Melvin Faison,7/29/2016,shot,gun,59,M,W,Pleasant Hill,NC,FALSE,attack,Not fleeing,FALSE
+John Casey,7/31/2016,shot,rock,32,M,W,Phelps,KY,FALSE,attack,Foot,FALSE
+Mario Martinez Torres,7/31/2016,shot,undetermined,38,M,H,Wapato,WA,FALSE,undetermined,Not fleeing,FALSE
+Limichael Shine,7/31/2016,shot,knife,18,M,A,Manchester,NJ,TRUE,other,Not fleeing,TRUE
+Korryn Gaines,8/1/2016,shot,gun,23,F,B,Randallstown,MD,FALSE,attack,Not fleeing,FALSE
+Bryan N. Byrd,8/1/2016,shot,,43,M,W,Edmund,SC,FALSE,attack,Car,FALSE
+Kenneth Eugene Bonanno,8/1/2016,shot,gun,67,M,W,Stafford,VA,FALSE,attack,Not fleeing,FALSE
+Richard Swihart,8/1/2016,shot,undetermined,32,M,W,Santa Ana,CA,TRUE,attack,Not fleeing,FALSE
+Richard Lance London,8/2/2016,shot,gun,22,M,W,Lake City,SC,FALSE,attack,Car,FALSE
+Adam Jo Klimek,8/2/2016,shot,knife,31,M,W,Alexandria,MN,FALSE,other,Not fleeing,FALSE
+DeMarco Newman,8/2/2016,shot,gun,43,M,B,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Matthew David Conrad,8/2/2016,shot,gun,34,M,W,Hammett,ID,TRUE,attack,Car,FALSE
+William Bowers,8/2/2016,shot,undetermined,51,M,W,Castaic,CA,FALSE,other,Foot,FALSE
+Benjamin William Heaton,8/3/2016,shot,gun,31,M,W,Clearfield,UT,FALSE,attack,Foot,FALSE
+Bradley Carey,8/3/2016,shot,knife,54,M,W,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+E.J. Walters,8/3/2016,shot,gun,69,M,W,Scott County,VA,FALSE,other,Car,FALSE
+Johannes Wood,8/5/2016,shot,knife,58,M,W,Aldie,VA,TRUE,other,Not fleeing,FALSE
+Jamarion Rashad Robinson,8/5/2016,shot,gun,26,M,B,East Point,GA,TRUE,attack,Not fleeing,FALSE
+David Michael Moya,8/5/2016,shot,crossbow,31,M,,Santee,CA,TRUE,attack,Not fleeing,FALSE
+James Quealy,8/5/2016,shot,gun,59,M,W,Beaver Dam,WI,TRUE,attack,Not fleeing,FALSE
+Jawari Porter,8/7/2016,shot,knife,25,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Earl Pinckney,8/7/2016,shot,knife,20,M,B,Harrisburg,PA,TRUE,other,Not fleeing,FALSE
+Darnell Wicker,8/8/2016,shot,knife,57,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Michael McClurg,8/8/2016,shot,gun,56,M,W,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+James Eugene Burgess,8/8/2016,shot,gun,64,M,W,Wilkesboro,NC,FALSE,attack,Not fleeing,FALSE
+Juan J. Godines,8/8/2016,shot,gun,34,M,H,Georgetown,KY,FALSE,attack,Other,FALSE
+James W. Jennings,8/8/2016,shot,gun,69,M,W,Little Mountain,SC,TRUE,attack,Not fleeing,FALSE
+Ronald Smith,8/9/2016,shot,gun,45,M,W,Circleville,OH,TRUE,other,Not fleeing,FALSE
+Jesse James Romero,8/9/2016,shot,gun,14,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jeffrey Allen Morris,8/9/2016,shot,undetermined,44,M,W,Piedmont,SC,FALSE,other,Not fleeing,FALSE
+Jeff Martelli,8/11/2016,shot,gun,59,M,W,Tukwila,WA,TRUE,attack,Not fleeing,FALSE
+Sergio Daniel Weick,8/11/2016,shot,knife,33,M,H,Vista,CA,FALSE,undetermined,Other,FALSE
+Tommy Seneca,8/11/2016,shot,gun,54,M,W,Plaquemine,LA,FALSE,attack,Not fleeing,FALSE
+Jesus Armando Carillo,8/12/2016,shot,undetermined,22,M,H,Mesa,AZ,FALSE,other,Car,FALSE
+Dominic Rollice,8/12/2016,shot and Tasered,hammer,49,M,W,Tahlequah,OK,TRUE,other,Not fleeing,TRUE
+Sylville Smith,8/13/2016,shot,gun,23,M,B,Milwaukee,WI,FALSE,other,Foot,TRUE
+Ruben Horacio Strand Alvear,8/13/2016,shot,knife,38,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Perry Lee Heitman,8/13/2016,shot,gun,53,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Eric Ortega Soto,8/13/2016,shot,,36,M,H,Hayward,CA,FALSE,other,Car,FALSE
+Jovany Martinez,8/15/2016,shot,metal pole,29,M,H,Falls Church,VA,TRUE,other,Not fleeing,FALSE
+Danny Pirtle,8/15/2016,shot,gun,42,M,W,Counce,TN,FALSE,attack,Other,FALSE
+Michael S. Martin,8/16/2016,shot,gun,36,M,W,Rome,OH,FALSE,other,Car,FALSE
+Carl Nivens,8/16/2016,shot,gun,32,M,W,Lenoir,NC,FALSE,attack,Foot,TRUE
+Larry Eugene Kurtley,8/16/2016,shot,toy weapon,53,M,W,Apache Junction,AZ,FALSE,other,Not fleeing,FALSE
+Colby Friday,8/16/2016,shot,gun,30,M,B,Stockton,CA,FALSE,other,Foot,TRUE
+Marcos Antonio Gastelum,8/16/2016,shot,unarmed,25,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Kenney Watkins,8/16/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+John O'Handley,8/16/2016,shot,gun,55,M,W,Augusta,WV,FALSE,other,Not fleeing,FALSE
+Omer Ismail Ali,8/17/2016,shot,piece of wood,27,M,B,Kelso,WA,FALSE,attack,Not fleeing,FALSE
+Francisco Villarreal,8/18/2016,shot,gun,37,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Daniel Kevin Harris,8/18/2016,shot,unarmed,29,M,W,Charlotte,NC,FALSE,other,Car,TRUE
+Chad Irwin,8/18/2016,shot,knife,40,M,W,Antelope,CA,FALSE,other,Not fleeing,FALSE
+Joseph Weber,8/18/2016,shot,undetermined,36,M,W,Hays,KS,FALSE,other,Car,FALSE
+Trenton Lohman,8/18/2016,shot,gun,38,M,W,Poway,CA,FALSE,attack,Car,FALSE
+David Klassen,8/18/2016,shot,gun,29,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+David Fulton,8/18/2016,shot,gun,59,M,W,McKinneyville,CA,TRUE,attack,Not fleeing,FALSE
+Marcelo Luna,8/19/2016,shot,bayonet,47,M,H,East Hollywood,CA,TRUE,undetermined,Not fleeing,FALSE
+Jorge Ceniceros,8/19/2016,shot,gun,22,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kole B. Knight,8/19/2016,shot,toy weapon,31,M,W,New London,WI,TRUE,attack,Not fleeing,TRUE
+Kyle Zimbelman,8/19/2016,shot,undetermined,29,M,W,Reno,NV,FALSE,undetermined,Car,FALSE
+Todd P. Browning,8/19/2016,shot,knife,54,M,W,East Ridge,TN,FALSE,other,Not fleeing,FALSE
+Pedro Montanez,8/20/2016,shot,knife,71,M,H,Indio,CA,FALSE,other,Not fleeing,TRUE
+Juan Gabriel Torres,8/21/2016,shot,knife,36,M,H,Las Cruces,NM,FALSE,other,Not fleeing,TRUE
+Kelley Brandon Forte,8/22/2016,shot,knife,34,M,B,Hamilton,OH,FALSE,attack,Not fleeing,FALSE
+Bobby Lyn Buck,8/23/2016,shot,gun,49,M,W,Myra,TX,FALSE,other,Car,FALSE
+Elias Portillo,8/24/2016,shot,gun,36,M,H,Oak Cliff,TX,FALSE,attack,Foot,FALSE
+William Charbonneau,8/24/2016,shot,gun,43,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+Jeffrey Darren Hosea,8/24/2016,shot,gun,53,M,W,Shelbyville,TN,FALSE,attack,Not fleeing,FALSE
+Donta Taylor,8/25/2016,shot,gun,31,M,B,Compton,CA,FALSE,attack,Foot,FALSE
+David Coborubio,8/25/2016,shot,undetermined,32,M,H,Compton,CA,FALSE,undetermined,Not fleeing,FALSE
+Jerry Lee Jackson,8/25/2016,shot and Tasered,knife,63,M,,Fort Collins,CO,FALSE,other,Not fleeing,TRUE
+Matthew Gibbon,8/26/2016,shot,gun,41,M,W,Las Vegas,NV,FALSE,attack,Foot,FALSE
+Angel Torres Jr.,8/27/2016,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Darrel Hetrick,8/27/2016,shot,gun,82,M,W,Morgantown,WV,FALSE,attack,Not fleeing,TRUE
+Terry Salazar,8/27/2016,shot and Tasered,knife,49,M,,Denver,CO,FALSE,other,Not fleeing,FALSE
+Justin Kulhanek-Derks,8/28/2016,shot,gun,37,M,W,Eagan,MN,TRUE,attack,Not fleeing,FALSE
+Jaqwan Julius Terry,8/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Paula Dell Phillips,8/29/2016,shot,gun,35,F,W,Kingman,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Peacor,8/29/2016,shot and Tasered,knife,56,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+James Robert Richards,8/29/2016,shot and Tasered,gun,28,M,,Fairbanks,AK,FALSE,attack,Foot,TRUE
+Levonia Riggins,8/30/2016,shot,unarmed,22,M,B,Tampa,FL,FALSE,other,Not fleeing,FALSE
+Lyle Patrick Blanchard,8/30/2016,shot,gun,59,M,W,Harker Heights,TX,FALSE,attack,Other,FALSE
+Justin Baker,8/30/2016,shot and Tasered,chain saw,36,M,,Graham,WA,TRUE,attack,Not fleeing,FALSE
+Gregory Mathis,8/30/2016,shot and Tasered,knife,36,M,W,Weatherford,TX,FALSE,other,Not fleeing,FALSE
+Michael Ferguson,8/31/2016,shot,gun,21,M,W,Denver,CO,FALSE,attack,Foot,FALSE
+Thomas E. Sekscinski,8/31/2016,shot,,38,M,W,McDowell,MO,FALSE,other,Car,FALSE
+Ed Holup,9/1/2016,shot,,60,M,W,Sylvania Township,OH,TRUE,other,Not fleeing,FALSE
+Caleb J. Douglas,9/1/2016,shot,gun,18,M,W,Wichita,KS,FALSE,other,Car,TRUE
+Joshua Quintero,9/1/2016,shot,gun,23,M,H,Florence,CA,FALSE,other,Foot,FALSE
+TK TK,9/1/2016,shot and Tasered,pipe,,M,H,Huntington Park,CA,FALSE,other,Not fleeing,FALSE
+Joseph Moreno,9/2/2016,shot,gun,38,M,H,Alamogordo,NM,FALSE,attack,Foot,TRUE
+Randall Rodick,9/2/2016,shot,gun,40,M,,Parker,CO,TRUE,attack,Car,TRUE
+Michael Robert Musson,9/2/2016,shot,glass shard,22,M,W,Round Lake,IL,FALSE,other,Not fleeing,FALSE
+Michael Thompson,9/2/2016,shot,gun,38,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Jerome Damon,9/3/2016,shot,undetermined,25,M,B,Atlantic City,NJ,FALSE,undetermined,Foot,FALSE
+Cameron Ayers,9/3/2016,shot,undetermined,25,M,W,East Wenatchee,WA,FALSE,undetermined,Not fleeing,FALSE
+Donny Max Daugherty,9/3/2016,shot,gun,36,M,W,Metropolis,IL,FALSE,undetermined,Other,FALSE
+Jeremiah Richard Ramirez,9/3/2016,shot,gun,,M,,Temple,TX,FALSE,attack,Car,FALSE
+Jose Romero,9/4/2016,shot,knife,,M,H,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Simon Gomez,9/4/2016,shot,knife,44,M,H,Grand Junction,CO,TRUE,other,Not fleeing,FALSE
+Moses Ruben,9/5/2016,shot,gun,36,M,B,Ellis County,TX,FALSE,attack,Car,FALSE
+Cesar Garcia,9/5/2016,shot,gun,35,M,H,Austin,TX,FALSE,other,Not fleeing,FALSE
+David L. Anderson,9/6/2016,shot,vehicle,25,M,W,Omaha,NE,FALSE,other,Other,FALSE
+Bernard Cottrell,9/6/2016,shot,gun,65,M,,Spencer,WV,TRUE,attack,Car,FALSE
+Steven Del Rio,9/6/2016,shot,gun,31,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Larry Grant Whitehead,9/6/2016,shot,gun,70,M,W,Gray,TN,FALSE,other,Not fleeing,TRUE
+Dylan Papa,9/6/2016,shot,sword,25,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Lee Brown,9/7/2016,shot,knife,55,M,B,Albany,GA,FALSE,attack,Not fleeing,FALSE
+Jesse Daniel Joynt,9/7/2016,shot,undetermined,35,M,W,Titusville,FL,FALSE,undetermined,Not fleeing,FALSE
+Sadiq Bishara-Abaker Idris,9/7/2016,shot,gun,25,M,B,Wyoming,MI,FALSE,attack,Not fleeing,FALSE
+Francis Perry,9/8/2016,shot,gun,32,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Jose Torres,9/8/2016,shot,toy weapon,38,M,H,Delhi,CA,FALSE,attack,Not fleeing,FALSE
+Ricardo Tenorio,9/9/2016,shot,gun,32,M,H,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Travis Ell,9/9/2016,shot,unknown weapon,64,M,W,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Gregory Frazier,9/9/2016,shot,knife,55,M,B,Pompano Beach,FL,FALSE,other,Not fleeing,FALSE
+Dennis Claude Stanley,9/10/2016,shot,toy weapon,69,M,W,Montcalm,WV,TRUE,other,Not fleeing,TRUE
+Adrian Joseph Shaffer,9/10/2016,shot,gun,37,M,W,Boulder,CO,FALSE,attack,Not fleeing,TRUE
+Terrence Sterling,9/11/2016,shot,motorcycle,31,M,B,Washington,DC,FALSE,attack,Other,FALSE
+Eugene Craig,9/12/2016,shot,gun,86,M,,Saratoga,CA,FALSE,other,Not fleeing,FALSE
+Markell Bivins,9/12/2016,shot,knife,25,M,B,Cedar Rapids,IA,FALSE,attack,Not fleeing,FALSE
+Christian Vargas,9/12/2016,shot,unarmed,25,M,H,Colton,CA,FALSE,other,Car,FALSE
+Tyre King,9/14/2016,shot,toy weapon,13,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Robert Carrillo,9/15/2016,shot,gun,32,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Joseph Allen Schlosser,9/15/2016,shot,gun,69,M,W,Weeki Wachi,FL,TRUE,other,Not fleeing,FALSE
+Morgan Wayne Crocker,9/15/2016,shot and Tasered,gun,34,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Thomas P. Mone,9/16/2016,shot,gun,46,M,,Big Bear,MO,FALSE,attack,Not fleeing,FALSE
+Jesse Beshaw,9/16/2016,shot,unarmed,29,M,N,Winooski,VT,FALSE,other,Foot,TRUE
+Lucas Anderson,9/16/2016,shot,knife,29,M,W,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Terence Crutcher,9/16/2016,shot and Tasered,unarmed,40,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Robert Duh,9/17/2016,shot,hatchet,42,M,W,Beaumont,CA,FALSE,other,Not fleeing,FALSE
+Nicholas Glenn,9/17/2016,shot,gun,25,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Robert Young,9/17/2016,shot,toy weapon,45,M,W,Huntsville,AL,FALSE,attack,Other,TRUE
+William Joseph Ryan,9/17/2016,shot,gun,55,M,W,Rutherfordton,NC,TRUE,attack,Not fleeing,FALSE
+Dahir Adan,9/17/2016,shot,knife,22,M,O,St. Cloud,MN,FALSE,attack,Not fleeing,FALSE
+Philip Hasan,9/18/2016,shot,gun,61,M,B,Akron,OH,FALSE,other,Not fleeing,FALSE
+Michelle Miller,9/19/2016,shot,gun,46,F,W,Spring,TX,TRUE,attack,Not fleeing,TRUE
+Jeremy Ray Swenson,9/19/2016,shot,unknown weapon,30,M,W,Logan Canyon,UT,TRUE,other,Not fleeing,FALSE
+Gary Don Lafon,9/19/2016,shot,gun,56,M,W,Wood County,TX,TRUE,attack,Not fleeing,FALSE
+Charles Dove,9/20/2016,shot,gun,35,M,W,Decatur County,TN,FALSE,other,Car,TRUE
+Joshua Scott,9/20/2016,shot,gun,22,M,W,Port St. Lucie,FL,TRUE,attack,Not fleeing,FALSE
+Michael Goodale,9/20/2016,shot,unknown weapon,23,M,W,Mashantucket,CT,FALSE,other,Not fleeing,FALSE
+Keith Lamont Scott,9/20/2016,shot,gun,43,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Sandy Joe Duke,9/20/2016,shot,gun,43,M,W,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Thomas Tucker,9/20/2016,shot,gun,49,M,W,Westminster,CO,FALSE,other,Foot,FALSE
+Austin M. Baier,9/21/2016,shot,unarmed,23,M,W,Louisville,NE,FALSE,other,Not fleeing,FALSE
+Jesse Ataway,9/23/2016,shot,undetermined,41,M,W,Fair Oaks,CA,FALSE,attack,Foot,FALSE
+Oddis Bernard Colvin,9/23/2016,shot,,33,M,B,Pikesville,MD,FALSE,other,Not fleeing,TRUE
+Christopher Contreras,9/23/2016,shot,gun,30,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Cody Lafont,9/25/2016,shot,gun,25,M,W,Claremont,NH,TRUE,other,Not fleeing,FALSE
+Anthony Ray Bauer,9/26/2016,shot,gun,52,M,W,Garden City,ID,FALSE,attack,Other,FALSE
+Leeland White,9/26/2016,shot,gun,32,M,W,Little Rock,AR,TRUE,other,Not fleeing,FALSE
+Nathan DeSai,9/26/2016,shot,gun,46,M,W,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Jamie Joseph Lewis,9/26/2016,shot,gun,48,M,W,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Alfred Olango,9/27/2016,shot,unarmed,38,M,B,El Cajon,CA,TRUE,attack,Not fleeing,TRUE
+John Ethan Carpentier,9/27/2016,shot,,26,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Christopher Sowell,9/28/2016,shot,unarmed,32,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Johnathan Lozano-Murillo,9/28/2016,shot,knife,28,M,H,Valdosta,GA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Clair Cave,9/29/2016,shot,gun,53,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Clayton Eugene Baker,9/30/2016,shot,,38,M,W,Groveton,TX,FALSE,undetermined,Not fleeing,FALSE
+George Richards-Meyers,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Douglas Marrickus Rainey,9/30/2016,shot,gun,32,M,B,Campobello,SC,FALSE,attack,Foot,FALSE
+Richard Parent,9/30/2016,shot,gun,37,M,W,Belleville,MI,FALSE,attack,Other,FALSE
+Najier Salaam,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Jacquarius M. Robinson,9/30/2016,shot,gun,20,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Joshua Allen Perry,10/1/2016,shot,gun,28,M,W,Hometown,WV,FALSE,attack,Foot,FALSE
+Carnell Snell,10/1/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,undetermined,Foot,TRUE
+Daniel Perez,10/2/2016,shot,toy weapon,16,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Donte T. Jones,10/2/2016,shot,unknown weapon,36,M,B,Markham,IL,FALSE,other,Not fleeing,FALSE
+Robert Dapkus,10/3/2016,shot,gun,57,M,W,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+John H. Fetter,10/3/2016,shot,gun,49,M,W,Ventnor,NJ,FALSE,other,Not fleeing,FALSE
+Isaias Salgado,10/4/2016,shot,brick,31,M,H,Riverview,FL,FALSE,attack,Foot,FALSE
+Zachary Sutton,10/4/2016,shot,gun,26,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Dean Bruning,10/4/2016,shot,gun,51,M,W,Hessel,MI,TRUE,other,Not fleeing,FALSE
+Brandon Simmons,10/5/2016,shot,machete,28,M,W,Boulder,CO,TRUE,other,Not fleeing,FALSE
+Lucas M. Felkel,10/5/2016,shot,gun,35,M,W,Moncks Corner,SC,FALSE,attack,Car,FALSE
+Larry Daniel Matthews,10/7/2016,shot,pepper spray,57,M,B,Macon,GA,FALSE,other,Not fleeing,FALSE
+Joseph S. Schroeder,10/7/2016,shot,knife,36,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Eddie Collins,10/7/2016,shot,gun,42,M,W,Killeen,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Darnell Shackleford,10/7/2016,shot,gun,,M,B,Alexandria,LA,FALSE,attack,Not fleeing,FALSE
+Thomas Jeffery Burns,10/7/2016,shot,toy weapon,49,M,W,Benton,AR,FALSE,other,Not fleeing,FALSE
+Ricardo Hernandez,10/8/2016,shot,knife,21,M,H,Federal Way,WA,TRUE,other,Not fleeing,FALSE
+Dylan Rogers,10/8/2016,shot,,39,M,,Wetumka,OK,FALSE,other,Not fleeing,FALSE
+Kim Jackson,10/8/2016,shot,knife,53,F,W,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Charles Antrup,10/8/2016,shot,knife,62,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Deric J. Brown,10/9/2016,shot,gun,41,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Luis Michael Hoff,10/9/2016,shot,gun,40,M,W,Scottsdale,AZ,TRUE,other,Car,FALSE
+Dennis Hunt,10/10/2016,shot,gun,50,M,,Lumberton,NC,FALSE,other,Not fleeing,FALSE
+Maurico Barron,10/10/2016,shot,undetermined,27,M,H,Irvine,CA,TRUE,other,Not fleeing,FALSE
+Kheyanev Littledog,10/10/2016,shot,gun,19,M,N,Midland,TX,FALSE,other,,FALSE
+Devan Desnoyers,10/10/2016,shot,,26,M,W,Westlake,OH,FALSE,other,Car,FALSE
+Michael L. Taylor,10/11/2016,shot,knife,44,M,A,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Dominick Musulman,10/11/2016,shot,knife,30,M,W,Concord,CA,FALSE,other,Not fleeing,FALSE
+Blaine J. Beason,10/12/2016,shot,gun,31,M,W,Livingston Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kirk Figueroa,10/12/2016,shot,gun,33,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Matthew Brewer,10/12/2016,shot,gun,22,M,W,Morehead,KY,FALSE,attack,Not fleeing,FALSE
+Rex Vance Wilson,10/13/2016,shot,gun,50,M,,Las Vegas,NV,FALSE,other,Car,TRUE
+Patrick D. Reddeck,10/13/2016,shot,gun,38,M,W,Kent,WA,FALSE,other,Not fleeing,FALSE
+Shawn Pappe,10/13/2016,shot and Tasered,knife,46,M,W,Grants Pass,OR,TRUE,other,,FALSE
+Chaz Logan York,10/14/2016,shot,baseball bat,23,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+George Zapata,10/14/2016,shot,gun,24,M,H,Oak Cliff,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas McWherter,10/14/2016,shot,gun,26,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Daniel Richard Murphy,10/15/2016,shot,gun,38,M,,Phenix City,AL,FALSE,attack,Not fleeing,FALSE
+Micah Dsheigh Jester,10/16/2016,shot,toy weapon,26,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Sean Arlt,10/16/2016,shot and Tasered,metal rake,32,M,W,Santa Cruz,CA,TRUE,attack,Not fleeing,FALSE
+Rolando Delgado,10/17/2016,shot,sword,50,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Keegan Schweikle,10/17/2016,shot,gun,17,M,W,Benton,AR,TRUE,attack,Foot,FALSE
+Eric St. Germain,10/17/2016,shot and Tasered,knife,39,M,W,Holiday,FL,TRUE,other,Not fleeing,FALSE
+Darius Wimberly,10/18/2016,shot,gun,28,M,B,Benton Harbor,MI,FALSE,attack,Not fleeing,TRUE
+Deborah Danner,10/18/2016,shot,baseball bat,66,F,B,Bronx,NY,TRUE,attack,Not fleeing,FALSE
+Salvador Reyes,10/18/2016,shot,gun,42,M,H,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Charles Stidham,10/18/2016,shot,gun,34,M,W,Paris,KY,FALSE,attack,Not fleeing,FALSE
+Frank J. Sandor,10/19/2016,shot,,38,M,W,Willoughby,OH,FALSE,undetermined,Car,FALSE
+Anthony Garcia,10/19/2016,shot,gun,24,M,,Dallas,TX,FALSE,other,Not fleeing,FALSE
+Javier Munoz,10/19/2016,shot,undetermined,28,M,H,Henderson,NV,FALSE,attack,Car,FALSE
+Jacob DePetris,10/20/2016,shot,gun,29,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Renee Davis,10/21/2016,shot,gun,23,F,N,Muckleshoot Indian Reservation,WA,TRUE,other,Not fleeing,FALSE
+William Frost,10/21/2016,shot and Tasered,knife,58,M,W,Tulsa,OK,FALSE,other,,FALSE
+Nathaniel B. Dorough,10/22/2016,shot,unknown weapon,21,M,W,Westover,AL,TRUE,other,Not fleeing,FALSE
+Kristofer Daniel Youngquist,10/23/2016,shot,toy weapon,45,M,W,Peterson,MN,FALSE,attack,Not fleeing,FALSE
+Kenny Tomblin,10/23/2016,shot,gun,38,M,W,Edmonton,KY,FALSE,attack,Not fleeing,FALSE
+Demetrius Mac Moore,10/23/2016,shot,gun,40,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Aaron Marquis Ballard,10/24/2016,shot,gun,19,M,B,North St. Louis,MO,FALSE,attack,Car,FALSE
+Roy Lee Richards,10/25/2016,shot,toy weapon,46,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Brandon Jones,10/25/2016,shot,toy weapon,25,M,W,Elkton,MD,TRUE,attack,Not fleeing,FALSE
+Chelsea M. Porter,10/25/2016,shot,toy weapon,25,F,W,Elkton,MD,FALSE,attack,Not fleeing,FALSE
+Brandon Millard,10/25/2016,shot,knife,37,M,W,Lincoln,CA,TRUE,other,Not fleeing,FALSE
+Malcolm Loren Hickson,10/26/2016,shot,gun,25,M,B,Carrollton,TX,FALSE,other,Not fleeing,FALSE
+William Clifford Cole,10/26/2016,shot and Tasered,unarmed,36,M,W,Bartlesville,OK,FALSE,attack,Not fleeing,FALSE
+Kyle Killough,10/27/2016,shot,gun,32,M,W,Billings,MT,TRUE,other,Not fleeing,FALSE
+Thad Demarco Hale,10/27/2016,shot,gun and knife,33,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Edwin Amaya Maldonado,10/27/2016,shot,undetermined,24,M,H,Elberton,GA,FALSE,attack,Foot,FALSE
+Jay Johannes Holmgren,10/28/2016,shot,gun,37,M,W,Morris,MN,FALSE,attack,Other,FALSE
+Jason King,10/28/2016,shot,gun,38,M,B,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jun Wang,10/28/2016,shot,knife,45,M,A,North Royalton,OH,TRUE,attack,Not fleeing,FALSE
+Terrence Coleman,10/30/2016,shot,knife,31,M,B,Boston,MA,TRUE,other,Not fleeing,FALSE
+Kenneth Jack Kennedy,10/30/2016,shot,,34,M,W,Kingman,AZ,FALSE,other,Car,FALSE
+Jordan Gonzales,10/30/2016,shot,gun,23,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Michael Dale Vance Jr.,10/30/2016,shot,gun,38,M,,Leedey,OK,FALSE,attack,Car,FALSE
+Michelle Lee Shirley,10/31/2016,shot,vehicle,39,F,B,Torrance,CA,TRUE,attack,Car,FALSE
+Jose Armando Cueva,10/31/2016,shot,knife,55,M,H,Chatsworth,CA,FALSE,attack,Not fleeing,FALSE
+Ashley Sides,10/31/2016,shot,gun,31,F,W,Brookville,OH,FALSE,attack,Other,FALSE
+Henry Simpson,11/1/2016,shot,gun,76,M,W,Carson City,NV,FALSE,other,Not fleeing,FALSE
+Wilton Henry,11/2/2016,shot,gun,59,M,W,Houma,LA,TRUE,attack,Not fleeing,TRUE
+Jesse Jay Taylor,11/2/2016,shot,undetermined,40,M,W,West Jordan,UT,FALSE,undetermined,Other,FALSE
+Ferguson Laurent,11/3/2016,shot,gun,23,M,B,Salisbury,NC,FALSE,attack,Not fleeing,FALSE
+Dennis Kirk,11/3/2016,shot,knife,64,M,,Chambersburg,PA,TRUE,attack,Not fleeing,FALSE
+Rita King,11/3/2016,shot,gun,56,F,,Loganville,GA,FALSE,attack,Not fleeing,FALSE
+Abraham Ortiz,11/4/2016,shot,undetermined,26,M,H,Palm Springs,CA,FALSE,undetermined,Not fleeing,FALSE
+Manuel Rosales,11/4/2016,shot,gun,35,M,H,New York,NY,TRUE,attack,Other,FALSE
+John F. Zemola,11/5/2016,shot,knife,49,M,W,Lealman,FL,TRUE,other,Not fleeing,FALSE
+James Carl Coale,11/5/2016,shot,,36,M,W,Okemah,OK,FALSE,other,Car,FALSE
+Russell Elswick,11/5/2016,shot,gun,56,M,W,Clendenin,WV,FALSE,attack,Not fleeing,FALSE
+Edward Lowell Hills,11/5/2016,shot,gun,59,M,,Beaver,WA,FALSE,undetermined,,FALSE
+Patrick Wise,11/5/2016,shot,gun,34,M,W,Gladewater,TX,FALSE,other,Other,TRUE
+Joel B. Keenan,11/6/2016,shot,gun,43,M,W,Aiken,SC,TRUE,attack,Not fleeing,FALSE
+Jimmy L. Testa,11/6/2016,shot,metal pipe,31,M,W,Maurice River,NJ,FALSE,other,Foot,FALSE
+Christian Andrew Redwine,11/6/2016,shot,,17,M,W,Phenix City,AL,FALSE,other,Car,FALSE
+Joseph Newcomb,11/6/2016,shot,hammer,32,M,W,Hensley,WV,TRUE,other,Not fleeing,FALSE
+David Contreras,11/6/2016,shot and Tasered,undetermined,33,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Randy J. Clark,11/6/2016,shot and Tasered,,43,M,W,Bowling Green,KY,FALSE,undetermined,Car,FALSE
+Darryl Chisholm,11/7/2016,shot,gun,31,M,B,Philadelphia,PA,FALSE,attack,Other,FALSE
+Juan Ramos,11/8/2016,shot,gun,23,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Evan Cox,11/8/2016,shot,,26,M,W,Ashtabula,OH,FALSE,attack,Car,FALSE
+Carlos Mendez,11/8/2016,shot,gun,45,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Kenton Kobza,11/8/2016,shot and Tasered,unarmed,19,M,W,Hays,KS,FALSE,attack,Car,FALSE
+Daniel Erickson,11/9/2016,shot,gun,36,M,W,Show Low,AZ,FALSE,attack,Not fleeing,FALSE
+George Delacruz,11/10/2016,shot,gun,41,M,H,San Angelo,TX,FALSE,undetermined,,FALSE
+John Pacuicrk,11/10/2016,shot,gun,53,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Brian Gaither,11/11/2016,shot,,24,M,W,Grand Junction,CO,FALSE,attack,Car,FALSE
+Marco Romero,11/11/2016,shot,gun,,M,H,Boise,ID,FALSE,attack,Other,FALSE
+William Ray Score,11/11/2016,shot,gun,47,M,,Montrose County,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Depeiza,11/11/2016,shot and Tasered,unarmed,,M,B,East Point,GA,FALSE,attack,Foot,FALSE
+James Dale Ritchie,11/12/2016,shot,gun,40,M,W,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Richard T. Herrera,11/12/2016,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Juan Carlos Fernandez,11/13/2016,shot,gun,22,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Daniel Laguna,11/13/2016,shot,gun,21,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan M. Young,11/13/2016,shot and Tasered,baseball bat,38,M,,Bloomsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Cookson,11/15/2016,shot,knife,48,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Rasheem Singletary,11/15/2016,shot,,25,M,B,York County,PA,FALSE,other,Car,FALSE
+Robert Daffern,11/15/2016,shot,gun,37,M,W,Webster,TX,FALSE,attack,Not fleeing,FALSE
+Jose George Anthony Franco,11/16/2016,shot,machete,37,M,H,Whittier,CA,FALSE,other,Not fleeing,FALSE
+Edmund Leighty,11/16/2016,shot,gun,56,M,W,Redding,CA,FALSE,other,Not fleeing,FALSE
+Dontrell Montrese Carter,11/18/2016,shot,gun,25,M,B,Ludowici,GA,FALSE,attack,Not fleeing,FALSE
+Darius Jones,11/18/2016,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Joseph Leland Fletcher,11/18/2016,shot and Tasered,gun,35,M,W,Fort Walton Beach,FL,TRUE,other,Not fleeing,FALSE
+Samson Fleurant,11/18/2016,shot and Tasered,machete,25,M,B,Port St. Lucie,FL,TRUE,other,Not fleeing,FALSE
+Gabriel Parker,11/18/2016,shot and Tasered,machete,48,M,,Casa Grande,AZ,TRUE,other,Not fleeing,FALSE
+Adalid Flores,11/19/2016,shot,,29,M,H,Anaheim,CA,FALSE,attack,Foot,TRUE
+Steve Dwayne Vananda,11/19/2016,shot,gun,55,M,,Chickasha,OK,FALSE,attack,Not fleeing,TRUE
+Erickson Brito,11/19/2016,shot,baton,21,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Luke Smith,11/19/2016,shot and Tasered,knife,15,M,A,Watsonville,CA,FALSE,other,Foot,TRUE
+Andrew Moreno,11/20/2016,shot,gun,24,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jacob C. Stevens,11/20/2016,shot,gun,18,M,W,Kansas City,MO,FALSE,other,Foot,FALSE
+George Bush III,11/21/2016,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Michael Giles,11/21/2016,shot,knife,27,M,W,Lompoc,CA,TRUE,other,Foot,FALSE
+Mark Daniel Sly,11/22/2016,shot,gun,45,M,H,La Mirada,CA,FALSE,attack,Not fleeing,FALSE
+Ivory C. Pantallion,11/22/2016,shot,gun,36,M,B,Baytown,TX,FALSE,other,Car,FALSE
+Frank Nathaniel Clark,11/22/2016,shot,undetermined,34,M,B,Durham,NC,FALSE,undetermined,Not fleeing,FALSE
+Talif Scudder,11/22/2016,shot,gun,23,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+William J. Beavers,11/23/2016,shot,knife,43,M,W,Lealman,FL,FALSE,other,Not fleeing,FALSE
+Kajuan Raye,11/23/2016,shot,undetermined,19,M,B,Chicago,IL,FALSE,undetermined,Foot,FALSE
+Don Fitzgerald White,11/24/2016,shot,knife,45,M,,Jackson,TN,TRUE,attack,Not fleeing,FALSE
+Cleotha Mitchell,11/25/2016,shot,gun,37,M,B,Chicago,IL,FALSE,attack,,FALSE
+Jerome Chris Harmon,11/25/2016,shot,gun,23,M,B,Hattiesburg,MS,FALSE,attack,Other,FALSE
+Carlos Valencia,11/25/2016,shot,unarmed,26,M,H,Tucson,AZ,FALSE,other,Not fleeing,TRUE
+Derek Adame,11/26/2016,shot,,20,M,H,Surprise,AZ,FALSE,attack,Car,TRUE
+Norman J. Strobel,11/27/2016,shot,gun,59,M,W,Naples,ME,FALSE,attack,Not fleeing,FALSE
+Richard Grimes,11/27/2016,shot,gun,33,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Terrell Walker,11/27/2016,shot,gun,48,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Walter R. Echols,11/27/2016,shot and Tasered,blunt object,50,M,W,Olathe,KS,FALSE,attack,Not fleeing,FALSE
+Abdul Razak Ali Artan,11/28/2016,shot,knife,18,M,O,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Renato Cartagena,11/28/2016,shot,gun,23,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Irecas Valentine,11/28/2016,shot,,41,M,B,Hickory,NC,FALSE,other,Car,FALSE
+Michael McInnis,11/29/2016,shot,gun,41,M,W,Lynn,MA,FALSE,other,Not fleeing,FALSE
+Toby Cummins,11/29/2016,shot,rock,55,M,W,Friendswood,TX,FALSE,other,Car,TRUE
+Bradley King,11/29/2016,shot,knife,29,M,W,Avon,IN,TRUE,other,Not fleeing,FALSE
+Alexander Chance Partain,11/29/2016,shot,undetermined,31,M,W,Iva,SC,FALSE,other,Foot,FALSE
+David K. Crosby-Dowdy,11/30/2016,shot,gun,25,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+"Bruce Randall ""Zeus"" Johnson",12/1/2016,shot,gun,38,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Jose N. Barron Gomez,12/1/2016,shot,gun,,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Quinton Phillips,12/1/2016,shot,gun,83,M,W,Dover,AR,FALSE,attack,Not fleeing,FALSE
+Dylan M. Dalzell,12/2/2016,shot,crowbar,22,M,W,Simpsonsville,KY,FALSE,other,Not fleeing,FALSE
+Derek Lynn Scott,12/2/2016,shot,gun,33,M,W,Tuscumbia,AL,FALSE,attack,Not fleeing,FALSE
+Josh Dunne,12/2/2016,shot,undetermined,36,M,W,Las Cruces,NM,TRUE,undetermined,Not fleeing,FALSE
+Isreal Flores,12/3/2016,shot,gun,38,M,,Metairie,LA,FALSE,attack,Foot,FALSE
+Saif Nasser Mubarek Alameri,12/4/2016,shot,undetermined,26,M,A,Hudson,OH,FALSE,other,Foot,FALSE
+Norman Gary,12/4/2016,shot,gun,29,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Richard R. Jones,12/6/2016,shot,gun,55,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Westley Daum,12/6/2016,shot,gun,47,M,W,Orange City,FL,FALSE,attack,Not fleeing,FALSE
+Steven Wayne Liffel,12/6/2016,shot,gun,52,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Wayne Donald Dorsey,12/6/2016,shot and Tasered,oar,49,M,W,Fruitland Park,FL,FALSE,attack,Other,FALSE
+Keelan Charles Murray,12/7/2016,shot,undetermined,37,M,W,Dallas,TX,FALSE,undetermined,,FALSE
+Redrick Jevon Batiste,12/7/2016,shot,gun,37,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Riedmann,12/7/2016,shot,undetermined,36,M,W,Sioux City,IA,FALSE,other,Not fleeing,FALSE
+Steven Garrett Ward,12/7/2016,shot,knife,20,M,,Avella,PA,TRUE,attack,Not fleeing,FALSE
+Mark Anthony Hicks,12/7/2016,shot and Tasered,knife,31,M,B,Fayetteville,NC,FALSE,other,Not fleeing,TRUE
+TK TK,12/8/2016,shot,gun,,M,,Allen,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Joshua Whitney,12/9/2016,shot,,30,M,O,Keaau,HI,FALSE,other,Not fleeing,FALSE
+Brent Quinn,12/9/2016,shot,gun,,M,W,Leland,NC,FALSE,attack,Not fleeing,FALSE
+Scott MacIntosh,12/9/2016,shot,machete and gun,35,M,W,Forks Township,PA,TRUE,other,Not fleeing,FALSE
+Waltki Williams,12/10/2016,shot,gun,35,M,B,Sumter,SC,FALSE,attack,Foot,TRUE
+Samson G. Varner,12/10/2016,shot,knife,36,M,W,Greenwood,IN,FALSE,other,Not fleeing,TRUE
+Randy Lee Cumberledge,12/11/2016,shot,,39,M,W,Fairmont,WV,FALSE,other,Not fleeing,FALSE
+Jose Angel Vallarta,12/11/2016,shot,knife,30,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Amber Lewis,12/11/2016,shot,toy weapon,44,F,W,Bullhead City,AZ,TRUE,attack,Not fleeing,FALSE
+Gary Leon Herd,12/11/2016,shot,gun,24,M,W,Medicine Lodge,KS,FALSE,attack,Not fleeing,FALSE
+Timothy Case,12/11/2016,shot and Tasered,knife,53,M,W,York,NE,TRUE,other,Not fleeing,FALSE
+Francisco Serna,12/12/2016,shot,unarmed,73,M,H,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Rainer Tyler Smith,12/12/2016,shot,gun,31,M,W,Fort Valley,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Robledo,12/12/2016,shot,gun,28,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Lavar Montray Douglas,12/13/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Earl Labon Eubanks,12/13/2016,shot and Tasered,gun,32,M,B,Hampton,GA,TRUE,other,Not fleeing,FALSE
+Robert James Hess,12/15/2016,shot and Tasered,gun,60,M,W,Hacienda Heights,CA,FALSE,attack,Not fleeing,FALSE
+Jeremiah N. Anderson,12/16/2016,shot,gun,36,M,,Dallas,OR,FALSE,attack,Not fleeing,FALSE
+Jimmy Lee Lawson,12/17/2016,shot,knife,48,M,W,Arlington,TN,FALSE,undetermined,Not fleeing,FALSE
+Fidel Barrios,12/17/2016,shot,gun,33,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chassady LeClair,12/17/2016,shot,gun,44,M,N,Everett,WA,FALSE,other,Not fleeing,FALSE
+Ryan Joseph,12/18/2016,shot,undetermined,20,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Paul Kolar,12/18/2016,shot,gun,37,M,W,Ridgefield,WA,FALSE,other,Not fleeing,FALSE
+Ronald Roy Massengale,12/18/2016,shot,gun,72,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Roy Minton,12/19/2016,shot,undetermined,52,M,W,Granite Falls,NC,FALSE,undetermined,Not fleeing,FALSE
+Nick Hamilton,12/20/2016,shot,gun,31,M,,Hemet,CA,FALSE,other,Other,FALSE
+Martin Gomez,12/20/2016,shot,knife,46,M,H,Pharr,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2016,shot,knife,,M,,Brawley,CA,TRUE,other,Not fleeing,FALSE
+Ian Shea King,12/21/2016,shot,tire iron,31,M,,Ponca City,OK,FALSE,other,Not fleeing,FALSE
+Colton Calaway,12/21/2016,shot,gun,25,M,W,Burns Flat,OK,FALSE,attack,Other,FALSE
+William Newman,12/21/2016,shot,,46,M,,Knox,IN,FALSE,other,,FALSE
+Raymond Salaiz,12/21/2016,shot,,38,M,H,Reno,NV,FALSE,attack,Car,FALSE
+Benjamin Ortiz,12/21/2016,shot,knife,25,M,,Fayetteville,AR,TRUE,other,Not fleeing,FALSE
+TK TK,12/21/2016,shot,knife,,M,,Stockton,CA,FALSE,undetermined,Not fleeing,FALSE
+Matthew Blake Richardson,12/21/2016,shot,gun,27,M,W,Saraland,AL,FALSE,attack,Not fleeing,FALSE
+Anthony Lovell Eddington,12/21/2016,shot,gun,24,M,B,Coalinga,CA,FALSE,attack,Not fleeing,FALSE
+Terrence Thomas,12/22/2016,shot,gun,19,M,B,Capitol Heights,MD,FALSE,attack,Not fleeing,FALSE
+Stanley Eversol,12/23/2016,shot,crossbow,55,M,,Palm Harbor,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,12/23/2016,shot,,,M,,El Monte,CA,FALSE,other,Car,FALSE
+Michael Tyler Jacques,12/23/2016,shot and Tasered,undetermined,31,M,W,Bend,OR,TRUE,undetermined,Not fleeing,FALSE
+Daquan Antonio Westbrook,12/24/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,undetermined,Not fleeing,FALSE
+Miriam Ann Savino,12/24/2016,shot,knife,53,F,W,Lake Wales,FL,FALSE,other,Not fleeing,FALSE
+Orande Kandie Hayes,12/24/2016,shot,gun,,M,,Gadsden,AL,FALSE,attack,Foot,FALSE
+Zhonghua Li,12/24/2016,shot,scissors,48,M,A,Pico Rivera,CA,TRUE,attack,Not fleeing,FALSE
+Gerald Hall,12/25/2016,shot,knife,29,M,B,Washington,DC,FALSE,other,Not fleeing,TRUE
+James Tylka,12/25/2016,shot,gun,30,M,W,King City,OR,TRUE,attack,Car,FALSE
+Joseph Garcia,12/25/2016,shot,gun,33,M,,Desha,AR,FALSE,attack,Not fleeing,FALSE
+Michael Alan Altice,12/25/2016,shot,gun,61,M,W,Middleburg,FL,TRUE,attack,Not fleeing,FALSE
+Dustin Kirk,12/27/2016,shot,gun,35,M,,Grass Valley,CA,FALSE,attack,Not fleeing,FALSE
+Judy Boardman,12/27/2016,shot,gun,71,F,W,Pearland,TX,FALSE,attack,Not fleeing,FALSE
+Alfonso Lopez,12/27/2016,shot,knife,41,M,H,North Riverside,IL,FALSE,attack,Not fleeing,FALSE
+Jake Childers,12/27/2016,shot,gun,36,M,W,Campbellton,TX,FALSE,attack,Other,FALSE
+Christopher Blake Tucker,12/28/2016,shot,undetermined,28,M,W,Spring Hill,TN,FALSE,undetermined,Not fleeing,FALSE
+James L. Rich,12/29/2016,shot,gun,52,M,,Chestertown,MD,FALSE,undetermined,Not fleeing,TRUE
+Jamal Rollins,12/30/2016,shot,gun,21,M,B,Miami,FL,FALSE,other,Car,FALSE
+TK TK,12/30/2016,shot,gun,,M,,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Dustin Selby,12/30/2016,shot and Tasered,knife,31,M,,Phoenix,AZ,FALSE,other,Foot,FALSE
+Ricky Whidden,12/31/2016,shot,knife,46,M,W,Loxahatchee,FL,TRUE,attack,Not fleeing,FALSE
+Jason Michael Robison,12/31/2016,shot,gun,32,M,W,Huntingdon County,PA,FALSE,attack,Other,FALSE
+Chase Anthony Tuseth,12/31/2016,shot and Tasered,unarmed,33,M,W,Mankato,MN,FALSE,attack,Not fleeing,FALSE
+John McLaughlin,1/1/2017,shot,gun,42,M,W,Springfield,OH,FALSE,other,Not fleeing,FALSE
+Trevon Johnson,1/1/2017,shot,knife,17,M,B,Villa Park,IL,TRUE,other,Not fleeing,FALSE
+Chad Erik Roberts,1/1/2017,shot,gun,35,M,W,Woodstock,GA,FALSE,attack,Car,FALSE
+Juan Carlos Cuadra,1/1/2017,shot,gun,23,M,H,Houston,TX,FALSE,attack,Foot,FALSE
+Mark Guirguis,1/1/2017,shot,,21,M,B,Allen,TX,FALSE,attack,Car,FALSE
+James E. Lewis,1/1/2017,shot and Tasered,gun,44,M,B,Springfield,MO,TRUE,attack,Foot,FALSE
+Dale Hightower,1/3/2017,shot,gun,53,M,W,Gilmer,TX,TRUE,attack,Not fleeing,TRUE
+James Owens,1/3/2017,shot and Tasered,knife,63,M,B,Brooklyn,NY,TRUE,other,Not fleeing,FALSE
+Joshua Martino,1/4/2017,shot,gun,18,M,W,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Ruben Randolph,1/4/2017,shot,gun,51,M,B,Pomona,CA,FALSE,attack,Foot,FALSE
+Welby O'Dell Mullins,1/4/2017,shot,gun,64,M,W,Lancaster,KY,FALSE,attack,Not fleeing,FALSE
+Richard A. Jackson,1/4/2017,shot,unknown weapon,45,M,W,English,IN,FALSE,attack,Car,FALSE
+Luis Vargas,1/5/2017,shot,gun,20,M,H,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Randy Wayne Cole,1/5/2017,shot,gun,41,M,W,Monteagle,TN,TRUE,attack,Not fleeing,FALSE
+Sean Ryan Hake,1/6/2017,shot,knife,23,M,W,Sharon,PA,TRUE,other,Not fleeing,FALSE
+Jamal Parks,1/6/2017,shot,gun,32,M,B,Deerfield,IL,FALSE,attack,Other,FALSE
+Daniel Scott Giberson,1/7/2017,shot,knife,25,M,W,Princeton,WV,FALSE,other,Car,FALSE
+Travis Edward Baker,1/7/2017,shot,gun,42,M,W,Fairland,OK,FALSE,attack,Other,FALSE
+William Tucker Mathis,1/7/2017,shot,unarmed,41,M,W,Elkridge,MD,TRUE,attack,Not fleeing,FALSE
+Hector Navarrete,1/7/2017,shot,,31,M,H,Northglenn,CO,TRUE,other,Not fleeing,FALSE
+Carlos A. Cruz,1/7/2017,shot,gun,50,M,H,Independence,MO,TRUE,attack,Not fleeing,FALSE
+Gilbert Zambronio-Lovato,1/7/2017,shot,toy weapon,38,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Jason Aldridge,1/8/2017,shot,knife,44,M,W,Cumming,GA,TRUE,other,Not fleeing,FALSE
+JR Williams,1/9/2017,shot,unarmed,38,M,B,Phoenix,AZ,FALSE,other,Foot,TRUE
+Davion Henderson,1/9/2017,shot,gun,21,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Michael Rogers,1/10/2017,shot,knife,32,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Darrion Barnhill,1/10/2017,shot and Tasered,unarmed,23,M,B,Reagan,TN,FALSE,attack,Not fleeing,FALSE
+Ronnie Johnson,1/11/2017,shot,air conditioner,41,M,W,Austin,MN,FALSE,undetermined,Not fleeing,FALSE
+Hafez Abousamra,1/11/2017,shot,gun,41,M,O,Lake Elsinore,CA,FALSE,attack,Other,FALSE
+Jose A. Fernandez-Ventura,1/11/2017,shot,gun,38,M,H,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Kevin Ernest Tree,1/12/2017,shot,gun,54,M,W,Ocala,FL,TRUE,other,Not fleeing,FALSE
+Jamison Christopher Anderson,1/12/2017,shot,gun,20,M,N,Vineland,MN,FALSE,attack,Not fleeing,FALSE
+Rodney L. Hoback,1/12/2017,shot,knife,26,M,W,Pearisburg,VA,TRUE,attack,Not fleeing,FALSE
+Cameron Johnson,1/13/2017,shot,,29,M,O,Kahuku,HI,FALSE,other,Car,FALSE
+Scott Laurance Gilpin,1/14/2017,shot,gun,47,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Jahlire Nicholson,1/14/2017,shot and Tasered,screwdriver,28,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Eric David Anderson,1/15/2017,shot,gun,48,M,W,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Herbert Johnson,1/15/2017,shot,gun,34,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Sinuon Pream,1/15/2017,shot and Tasered,knife,37,F,A,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Dexter Martin Dumarce,1/15/2017,shot and Tasered,knife,33,M,W,Spokane,WA,FALSE,other,Foot,TRUE
+David Wesley Carroll,1/16/2017,shot,gun,36,M,W,Tyrone,GA,FALSE,attack,Other,FALSE
+Charles Christopher McClure,1/16/2017,shot,pole and knife,43,M,W,Fulton,KY,FALSE,other,Not fleeing,FALSE
+Mohammad Azim Doudzai,1/16/2017,shot and Tasered,gun and knife,32,M,A,Herndon,VA,FALSE,attack,Not fleeing,FALSE
+Christopher Dalton Sexton,1/17/2017,shot,gun,29,M,W,Soddy-Daisy,TN,TRUE,attack,Car,FALSE
+Dominic Hodges,1/17/2017,shot,gun,39,M,H,Twentynine Palms,CA,FALSE,attack,Not fleeing,FALSE
+Stoney McJunkin,1/18/2017,shot,metal pipe,40,M,W,Watts,OK,FALSE,attack,Not fleeing,FALSE
+Genevive Dawes,1/18/2017,shot,unarmed,21,F,W,Dallas,TX,FALSE,other,Car,TRUE
+Daniel Darnell Stroughter,1/18/2017,shot,hatchet,50,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Marquis Thomas,1/18/2017,shot,gun,19,M,B,Gary,IN,FALSE,attack,Car,FALSE
+Melvin DeLong,1/18/2017,shot,gun,28,M,N,Grand Forks,ND,FALSE,attack,Not fleeing,FALSE
+Marlon Joel Rodas-Sanchez,1/18/2017,shot and Tasered,knife,16,M,H,Salinas,CA,FALSE,other,Not fleeing,TRUE
+William D. Fisher,1/19/2017,shot,gun,49,M,W,Woodford,VA,TRUE,other,Not fleeing,FALSE
+Christopher Garza,1/19/2017,shot,gun,44,M,H,Fritch,TX,FALSE,attack,Foot,FALSE
+Elijah Smith,1/19/2017,shot and Tasered,knife,25,M,W,Florissant,MO,TRUE,attack,Not fleeing,FALSE
+Gino Martin Palazzolo,1/20/2017,shot,gun,39,M,W,Gainesville,FL,TRUE,attack,Not fleeing,FALSE
+Ronnie Lee Shorter,1/21/2017,shot,gun,44,M,B,Greenville,MS,FALSE,attack,Not fleeing,FALSE
+Paul Carr Palmer,1/21/2017,shot and Tasered,knife,50,M,W,Jean,NV,TRUE,attack,Not fleeing,FALSE
+Jon M. Alspaugh,1/22/2017,shot,gun,57,M,W,Waldoboro,ME,FALSE,attack,Not fleeing,FALSE
+Christopher Thompkins,1/22/2017,shot,gun,57,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jorge Victor,1/22/2017,shot,gun,33,M,H,Carson,CA,FALSE,other,Not fleeing,FALSE
+Angel Ramos,1/23/2017,shot,knife,21,M,H,Vallejo,CA,FALSE,attack,Not fleeing,TRUE
+Gary Mark Wigley,1/23/2017,shot,gun,52,M,W,Brooklet,GA,FALSE,attack,Foot,FALSE
+Daniel D. Rogers,1/23/2017,shot,unarmed,27,M,W,Springfield,IL,TRUE,attack,Not fleeing,TRUE
+Bruce Altenburger,1/23/2017,shot,gun,60,M,W,Wilmington,DE,TRUE,other,Not fleeing,FALSE
+Armond Brown,1/23/2017,shot and Tasered,knife,25,M,B,Kenner,LA,TRUE,other,Not fleeing,FALSE
+Josue Gallardo,1/24/2017,shot,gun,34,M,H,Atascadero,CA,FALSE,other,Not fleeing,FALSE
+Dakota A. Lukecart,1/24/2017,shot,unarmed,22,M,W,Sugar Creek,MO,FALSE,other,Car,FALSE
+Arties Manning,1/24/2017,shot,gun,26,M,B,New Orleans,LA,FALSE,attack,Car,TRUE
+Antonio Arturo Perez Garcia,1/24/2017,shot,gun,27,M,H,Bakersfield,CA,FALSE,attack,Other,FALSE
+Jeremy Lopez-Robledo,1/24/2017,shot,knife,29,M,H,Las Cruces,NM,TRUE,attack,Foot,TRUE
+Jonathan David Sper,1/24/2017,shot,unarmed,30,M,W,Algoma Township,MI,TRUE,attack,Not fleeing,FALSE
+Ramon Milanez,1/24/2017,shot,gun,32,M,H,Kuna,ID,FALSE,attack,Car,FALSE
+Jose Efrain Rodriguez,1/24/2017,shot and Tasered,gun,18,M,H,Lancaster City,PA,FALSE,attack,Not fleeing,FALSE
+Micah R. Lambert,1/25/2017,shot,,37,M,W,Oxford,AL,TRUE,attack,Car,FALSE
+Kevin Darnell Washington,1/25/2017,shot,gun,54,M,B,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Donovan Paul Scheurich,1/25/2017,shot,gun,50,M,W,Millston,WI,TRUE,attack,Not fleeing,TRUE
+Josue Javier Diaz,1/26/2017,shot,gun,28,M,H,Charlotte,NC,FALSE,other,Car,FALSE
+Kerry Lee Coomer,1/26/2017,shot,gun,59,M,W,Overlea,MD,TRUE,attack,Not fleeing,TRUE
+Deaundre Phillips,1/26/2017,shot,gun,24,M,B,Atlanta,GA,FALSE,other,Car,TRUE
+William Brigham,1/26/2017,shot,metal pipe,34,M,W,Madison Township,OH,FALSE,other,Not fleeing,FALSE
+Eduardo Hernandez,1/27/2017,shot,gun,25,M,H,Alhambra,CA,TRUE,attack,Not fleeing,TRUE
+Gerardo Coronado,1/28/2017,shot,gun,25,M,H,Fort Stockton,TX,FALSE,attack,Car,FALSE
+Mi'Chance Dunlap-Gittens,1/28/2017,shot,gun,17,M,B,Des Moines,WA,FALSE,attack,Not fleeing,FALSE
+Matthew Zank,1/28/2017,shot,toy weapon,48,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Bradley Joseph Szacaks,1/28/2017,shot,gun,45,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Val Thomas,1/29/2017,shot,Taser,53,M,,Oakdale,CT,TRUE,attack,Not fleeing,FALSE
+Steve Salgado,1/29/2017,shot,unarmed,18,M,H,Santa Ana,CA,FALSE,other,Foot,FALSE
+Marvin Washington,1/30/2017,shot,gun,50,M,B,Kiowa,OK,FALSE,other,Not fleeing,FALSE
+Jeremy Dowell,1/30/2017,shot,knife,36,M,W,Lynnwood,WA,TRUE,other,Not fleeing,FALSE
+Refugio Alvarez,1/30/2017,shot and Tasered,gun and knife,45,M,H,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Spencer Herckt,1/30/2017,shot and Tasered,beer bottle,42,M,W,Modesto,CA,FALSE,other,Not fleeing,FALSE
+TK TK,1/31/2017,shot and Tasered,knife,,M,B,Hollywood,CA,TRUE,attack,Not fleeing,FALSE
+Tavis Crane,2/1/2017,shot,,23,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+Michael Russo,2/1/2017,shot,,31,M,B,Highland,CA,FALSE,attack,Car,FALSE
+Kris Kristl,2/2/2017,shot,toy weapon,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Michael Sword,2/2/2017,shot,gun,57,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Miguel Angel Silva,2/2/2017,shot,gun,18,M,H,Wichita Falls,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose Gonzales Lera,2/3/2017,shot,gun,27,M,H,Olympic Valley,CA,FALSE,attack,Car,FALSE
+Yia Lee,2/3/2017,shot,gun,41,M,A,Panhandle,TX,FALSE,attack,Not fleeing,FALSE
+William David Whetstone,2/3/2017,shot,gun,33,M,W,Hickory,NC,FALSE,attack,Not fleeing,TRUE
+Jamake Cason Thomas,2/3/2017,shot,gun,22,M,B,Rowland,NC,FALSE,attack,Car,FALSE
+Daniel McMasters,2/3/2017,shot,gun,38,M,W,Grafton,WV,FALSE,attack,Not fleeing,FALSE
+Marco A. Gomez,2/3/2017,shot,,26,M,H,Forest Park,IL,FALSE,other,Car,FALSE
+Daniel Loren Rucker,2/3/2017,shot,gun,45,M,W,Irving,TX,FALSE,other,Not fleeing,FALSE
+Johnnie J. Harris,2/4/2017,shot,gun,68,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Thomas Scott Henry,2/4/2017,shot,gun,56,M,W,DeLand,FL,TRUE,attack,Not fleeing,FALSE
+Peter Torres,2/4/2017,shot,unarmed,23,M,H,Moultrie,GA,FALSE,other,Not fleeing,FALSE
+Nana Adomako,2/5/2017,shot,unarmed,45,M,B,Fremont,CA,TRUE,attack,Not fleeing,FALSE
+Shelly Porter,2/5/2017,shot,gun,41,M,B,Englewood,OH,TRUE,attack,Not fleeing,TRUE
+Andrew Byrd,2/5/2017,shot,,33,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Jerome Allen,2/6/2017,shot,toy weapon,22,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Cole Wooley,2/6/2017,shot,gun,50,M,B,Commerce City,CO,TRUE,attack,Not fleeing,FALSE
+Gerardo Vasquez,2/6/2017,shot and Tasered,knife,52,M,H,Santa Monica,CA,TRUE,attack,Foot,FALSE
+Bradley Nelson,2/7/2017,shot,gun,35,M,W,Mt. Pleasant,TN,TRUE,attack,Car,FALSE
+Curtis Jamal Deal,2/7/2017,shot,gun,18,M,B,Baltimore,MD,FALSE,other,Other,TRUE
+Richard Latimer,2/7/2017,shot,gun,34,M,W,Howland Township,OH,FALSE,attack,Not fleeing,FALSE
+Kenneth B. Huntzinger,2/7/2017,shot,,51,M,W,Richmond,KY,FALSE,other,,FALSE
+Alex Christopher Davis,2/7/2017,shot and Tasered,piece of wood,18,M,W,Jackson County,AL,FALSE,other,Not fleeing,FALSE
+Donald Parker,2/8/2017,shot,gun,29,M,W,Brookville,IN,FALSE,other,Not fleeing,FALSE
+Henry James Hunter,2/8/2017,shot,knife,34,M,N,Anadarko,OK,FALSE,other,,FALSE
+Chad Robertson,2/8/2017,shot,unarmed,25,M,B,Chicago,IL,FALSE,other,Foot,FALSE
+Quanice Derrick Hayes,2/9/2017,shot,toy weapon,17,M,B,Portland,OR,FALSE,undetermined,Foot,FALSE
+TK TK,2/9/2017,shot,undetermined,,M,,Crownpoint,NM,FALSE,undetermined,,FALSE
+Vincent Palma,2/9/2017,shot and Tasered,unarmed,26,M,W,Geneva Township,OH,FALSE,other,Not fleeing,FALSE
+Juan Salinas,2/9/2017,shot and Tasered,knife,33,M,H,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Justin Burton,2/10/2017,shot,knife,25,M,W,Vancouver,WA,FALSE,other,Foot,FALSE
+Jocques Scott Clemmons,2/10/2017,shot,gun,31,M,B,Nashville,TN,FALSE,other,Foot,FALSE
+Kadhar Bailey,2/10/2017,shot,,25,M,W,Vassalboro,ME,FALSE,other,,FALSE
+Ambroshia Fagre,2/10/2017,shot,unarmed,18,F,W,Vassalboro,ME,FALSE,other,,FALSE
+James Stephen McMullen,2/10/2017,shot,gun,45,M,W,Bethany,OK,FALSE,attack,Not fleeing,FALSE
+Carlos Keith Blackman,2/10/2017,shot,gun,25,M,B,Greensboro,NC,FALSE,attack,Other,TRUE
+Darryl L. Fuqua,2/10/2017,shot,gun,23,M,B,Bridgeton,NJ,FALSE,undetermined,Foot,FALSE
+Michelle Robey,2/10/2017,shot and Tasered,knife,55,F,W,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+Jason Robert Mendez,2/11/2017,shot,gun,37,M,W,Greenville,SC,FALSE,other,Not fleeing,FALSE
+Pekelo Sanchez,2/11/2017,shot,,33,M,A,Aiea,HI,FALSE,other,Car,FALSE
+Alonzo E. Ashley,2/11/2017,shot,gun,27,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William A. Young,2/11/2017,shot,metal stick,32,M,W,Louisville,KY,TRUE,attack,Not fleeing,TRUE
+TK TK,2/12/2017,shot,,,M,,Terrell,TX,FALSE,other,Other,FALSE
+Willard Eugene Scott,2/12/2017,shot,gun,31,M,B,Durham,NC,FALSE,other,Other,FALSE
+Bryan Devin Carreno,2/12/2017,shot,knife,26,M,H,Santa Barbara,CA,TRUE,other,Foot,FALSE
+Brandon S. Lambert,2/13/2017,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Drey Krause,2/13/2017,shot,gun,53,M,W,Golden Shores,AZ,FALSE,attack,Not fleeing,FALSE
+Raynard Burton,2/13/2017,shot,unarmed,19,M,B,Detroit,MI,FALSE,attack,Other,FALSE
+Michael Lee Morris,2/14/2017,shot,knife,53,M,W,Columbus,OH,TRUE,other,Not fleeing,FALSE
+David Zimmerman,2/14/2017,shot,,35,M,W,Vincennes,IN,FALSE,other,Other,FALSE
+Steven C. Oliger,2/14/2017,shot,gun,64,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Lee Bailey,2/15/2017,shot,gun,24,M,B,Durham,NC,FALSE,attack,Foot,FALSE
+Andrew McClendon,2/15/2017,shot,knife,33,M,W,Cape Girardeau,MO,FALSE,other,Not fleeing,FALSE
+Mauro Garnica,2/15/2017,shot,unknown weapon,55,M,H,Newman,CA,FALSE,attack,Not fleeing,FALSE
+Kadeem Torres,2/16/2017,shot,gun,17,M,B,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Joseph Tamayo,2/16/2017,shot,gun,48,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jimmy Briggs,2/16/2017,shot,gun,21,M,B,Gardena,CA,FALSE,attack,Foot,FALSE
+Jonathon  Daniel Simmons,2/16/2017,shot,gun,22,M,W,Douglas City,CA,FALSE,other,Not fleeing,FALSE
+Joshua Henry,2/17/2017,shot,unarmed,30,M,W,Grand Prarie,TX,TRUE,attack,Not fleeing,TRUE
+David English,2/17/2017,shot,knife,34,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Jean R. Valescot,2/17/2017,shot,gun,35,M,B,Big Lake,AK,FALSE,attack,Not fleeing,FALSE
+Jesse Enjaian,2/17/2017,shot,gun,32,M,W,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Chance David Baker,2/18/2017,shot,toy weapon,22,M,B,Portland,ME,TRUE,other,Not fleeing,FALSE
+Keo Crockett,2/18/2017,shot,gun,46,M,B,Efland,NC,FALSE,attack,Not fleeing,FALSE
+Christopher Carter,2/19/2017,shot,knife,27,M,B,Kent,OH,FALSE,attack,Not fleeing,FALSE
+Sergio Reyes,2/19/2017,shot,toy weapon,18,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Kyle Riggs,2/19/2017,shot,gun,33,M,W,Bull Shoals,AR,FALSE,attack,Not fleeing,FALSE
+Manuel Encinas,2/19/2017,shot,gun,26,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Jason Fanning,2/20/2017,shot,unarmed,27,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Taylor Hodge,2/20/2017,shot and Tasered,knife,26,M,W,Brooksville,FL,TRUE,attack,Not fleeing,FALSE
+Douglas Michael Smith,2/21/2017,shot,gun,51,M,W,Beaverton,OR,TRUE,other,Not fleeing,FALSE
+Don Clark,2/21/2017,shot,gun,63,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Nicolas Sanchez,2/21/2017,shot,gun,38,M,H,Roy,UT,FALSE,attack,Not fleeing,TRUE
+Bartolo Justice Sambrano,2/21/2017,shot,gun,25,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Misael Macias Cano,2/21/2017,shot,gun,39,M,H,Colorado Springs,CO,FALSE,other,Other,FALSE
+Medger Blake,2/22/2017,shot,knife,41,M,B,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Kyle Copson,2/22/2017,shot,knife,26,M,W,Princeton,WV,TRUE,other,Not fleeing,FALSE
+Morgan London Rankins,2/22/2017,shot,knife,30,F,B,Austin,TX,TRUE,other,Car,FALSE
+David Lee Montano,2/23/2017,shot,gun,33,M,H,Newton,KS,FALSE,attack,Not fleeing,FALSE
+Kenneth Robertson,2/23/2017,shot,gun,54,M,,Fairfax,OK,FALSE,attack,Not fleeing,FALSE
+Jimmie Patton,2/23/2017,shot,gun,38,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Steven Valenzuela,2/23/2017,shot,gun,24,M,H,Reno,NV,FALSE,other,Foot,FALSE
+Timothy Lionel Williams,2/23/2017,shot,gun,47,M,B,Washington,DC,FALSE,attack,Foot,TRUE
+Michael T. Stoudt,2/24/2017,shot,gun,62,M,W,Reading,PA,FALSE,attack,Not fleeing,FALSE
+Joey Isgrigg,2/24/2017,shot,gun,30,M,W,London,KY,TRUE,attack,Not fleeing,FALSE
+Jacqueline Cheyanne Johnson,2/24/2017,shot,gun,33,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Lorenzo Antoine Cruz,2/25/2017,shot,toy weapon,23,M,B,Rocklin,CA,TRUE,attack,Foot,FALSE
+William Dwayne Darby,2/25/2017,shot,gun,39,M,W,Lumpkin,GA,FALSE,attack,Car,FALSE
+Jacob Taulbee,2/26/2017,shot,knife,41,M,W,Englewood,FL,FALSE,other,Not fleeing,FALSE
+Evin Sanna Olsen,2/26/2017,shot,,46,F,W,Ripon,CA,FALSE,other,Car,FALSE
+Barry Michael Zumwalt,2/26/2017,shot,gun,36,M,W,Aragonite,UT,TRUE,other,Not fleeing,FALSE
+James Leroy Marker,2/26/2017,shot,gun,66,M,W,Floral City,FL,FALSE,other,Car,FALSE
+Joey J. Bridges,2/27/2017,shot,gun,27,M,W,Shelby,NC,TRUE,attack,Foot,FALSE
+Shawn M. Igers,2/27/2017,shot,gun,40,M,W,Corning,WI,FALSE,attack,Not fleeing,FALSE
+Earl Riley,2/28/2017,shot,gun,25,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Redding,2/28/2017,shot,gun,20,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+Jose Olivares,2/28/2017,shot,gun,43,M,H,Houma,LA,TRUE,other,Not fleeing,FALSE
+Epthen Lamont Johnson,3/1/2017,shot,knife,40,M,B,Lufkin,TX,FALSE,attack,Not fleeing,TRUE
+John Hall,3/2/2017,shot,gun,33,M,W,Rib Mountain,WI,TRUE,attack,Not fleeing,FALSE
+Isidro Bazan Jr,3/2/2017,shot,baseball bat,34,M,H,San Marcos,CA,FALSE,other,Not fleeing,FALSE
+Michael Cisneros,3/2/2017,shot,toy weapon,27,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rafael Navarro-Garcia,3/2/2017,shot,gun,25,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Ramon Andrade,3/2/2017,shot,knife,37,M,H,Paterson,NJ,TRUE,other,Not fleeing,FALSE
+Michael Kocher,3/3/2017,shot,gun,32,M,W,Englewood,CO,TRUE,other,Not fleeing,FALSE
+Dave Phoenix,3/3/2017,shot,toy weapon,25,M,N,Lemoore,CA,FALSE,attack,Not fleeing,FALSE
+George Lee Seeton,3/4/2017,shot,,38,M,W,Oklahoma City,OK,FALSE,attack,Car,TRUE
+Joseph Scott Inabinet,3/4/2017,shot,gun,50,M,W,Fountain Inn,SC,TRUE,attack,Not fleeing,FALSE
+Edward Manning,3/4/2017,shot,metal object,26,M,W,Cabazon,CA,FALSE,other,Foot,FALSE
+Alejandro Valencia Mendez,3/4/2017,shot and Tasered,pipe,70,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Roy Dale Evans,3/7/2017,shot,unarmed,38,M,W,Medina,OH,FALSE,other,Car,FALSE
+Dennis Todd Rogers,3/7/2017,shot and Tasered,sharp object,41,M,B,Ladera Heights,CA,TRUE,other,Not fleeing,FALSE
+Frank W. Wratny,3/8/2017,shot,gun,91,M,W,Union Township,PA,FALSE,attack,Not fleeing,FALSE
+TK TK,3/8/2017,shot,knife,,M,,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Iaroslav Mosiiuk,3/8/2017,shot,gun,25,M,W,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Steven Schiltz,3/9/2017,shot,baseball bat and bottle,29,M,W,Huntington Beach,CA,TRUE,other,Not fleeing,FALSE
+Jesus Alberto Geney,3/9/2017,shot and Tasered,knife,24,M,H,Santa Clara,CA,TRUE,other,,FALSE
+Damon Seitz,3/10/2017,shot,gun,40,M,W,Escondido,CA,TRUE,attack,Not fleeing,FALSE
+Mark Robert Carlberg,3/11/2017,shot,gun,51,M,W,Midlothian,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Wiley,3/11/2017,shot,gun,30,M,B,East Baton Rouge,LA,FALSE,attack,,FALSE
+Manuel Gonzalez,3/12/2017,shot,knife,28,M,H,Bellingham,WA,FALSE,attack,Foot,TRUE
+Michael Anthony Perez,3/12/2017,shot and Tasered,knife,33,M,H,Orange,CA,TRUE,other,Not fleeing,FALSE
+Luke O. Stewart,3/13/2017,shot,,23,M,B,Euclid,OH,FALSE,other,,TRUE
+Noel Aaron Russell,3/13/2017,shot,knife,23,M,W,Napa,CA,TRUE,other,Not fleeing,FALSE
+Rashad Daquan Opher,3/13/2017,shot,,20,M,B,Woodlawn,MD,FALSE,other,Other,TRUE
+Christopher Apostolos,3/14/2017,shot,unarmed,56,M,W,Toms River,NJ,TRUE,attack,,FALSE
+Ryan L. Rosa,3/14/2017,shot,,36,M,W,Fife,WA,FALSE,attack,Not fleeing,FALSE
+Alexander Meltz,3/14/2017,shot,gun,18,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+Shawn Anthony Dumitras,3/14/2017,shot,gun,43,M,W,Panama City Beach,FL,FALSE,attack,,FALSE
+"Elena ""Ebbie"" Mondragon",3/14/2017,shot,unarmed,16,F,H,Hayward,CA,FALSE,other,,FALSE
+Cordale Quinn Handy,3/15/2017,shot,gun,29,M,B,St. Paul,MN,FALSE,other,Not fleeing,FALSE
+Todd Munson,3/15/2017,shot,,25,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Frederick Ricardo Brown,3/16/2017,shot,gun,34,M,B,Warren,MI,FALSE,attack,Not fleeing,FALSE
+Jermaine Claybrooks,3/16/2017,shot,gun,32,M,B,Milwaukee,WI,FALSE,other,Not fleeing,TRUE
+Daniel Donarski,3/16/2017,shot,gun,58,M,W,Deltona,FL,TRUE,attack,Not fleeing,FALSE
+Rodney James Hess,3/16/2017,shot,,36,M,B,Alamo,TN,TRUE,attack,Not fleeing,TRUE
+Patrick Earl Gatson,3/16/2017,shot and Tasered,gun,32,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Brentant M. Lahey,3/17/2017,shot,knife,25,M,W,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Nancy Jane Lewellyn,3/17/2017,shot,toy weapon,59,F,W,Lakeland,TN,TRUE,attack,Not fleeing,FALSE
+Desmond Phillips,3/17/2017,shot and Tasered,knife,25,M,B,Chico,CA,TRUE,other,Not fleeing,FALSE
+Kevin C. Perry,3/18/2017,shot,gun,25,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Benjamin Christian Barnes,3/18/2017,shot,gun,42,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Jason Dennis Watkins,3/18/2017,shot,,36,M,W,Cedartown,GA,FALSE,other,Car,FALSE
+Clifton Knickmeyer,3/19/2017,shot,gun,59,M,W,Affton,MO,FALSE,attack,Other,FALSE
+Alteria Woods,3/19/2017,shot,unarmed,21,F,B,Gifford,FL,FALSE,other,Not fleeing,FALSE
+Trevor Allen Brice Gingras,3/19/2017,shot,gun,19,M,W,Cape Canaveral,FL,FALSE,attack,Foot,FALSE
+Mario Simoes,3/19/2017,shot,gun,45,M,H,DeLand,FL,TRUE,other,Car,FALSE
+TK Tk,3/19/2017,shot,knife,,M,,Desert Hot Springs,CA,FALSE,attack,Not fleeing,FALSE
+Charles Harris,3/22/2017,shot,knife,42,M,W,Booneville,KY,FALSE,other,Not fleeing,FALSE
+Don Johnson,3/22/2017,shot,gun,27,M,B,Crowley,LA,FALSE,attack,Not fleeing,FALSE
+Nengmy Vang,3/22/2017,shot,gun,45,M,A,Weston,WI,FALSE,attack,,FALSE
+William Stokes,3/23/2017,shot,machete,51,M,B,Des Moines,WA,TRUE,other,Not fleeing,FALSE
+Eddie Davis,3/23/2017,shot,knife,42,M,B,Sheridan,AR,FALSE,attack,Car,FALSE
+Francisco Valdez,3/23/2017,shot,knife,24,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Reno Joseph Owens,3/24/2017,shot,knife,39,M,B,Baltimore,MD,TRUE,other,Not fleeing,TRUE
+Austin Tyler Macon,3/24/2017,shot,gun,18,M,W,Cottonwood,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Gambaro,3/24/2017,shot,gun,26,M,H,Cisco,TX,FALSE,other,Foot,FALSE
+Fred Barragan,3/25/2017,shot,gun,35,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Paul Parienlla,3/26/2017,shot,gun,53,M,W,Anderson,CA,FALSE,attack,Not fleeing,FALSE
+Michael Hornibrook,3/26/2017,shot,gun,54,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+Justin Quincy Smith,3/26/2017,shot,gun,36,M,W,Wasilla,AK,FALSE,attack,Other,FALSE
+David Eric Ufferman,3/26/2017,shot,unarmed,56,M,W,Delray Beach,FL,TRUE,attack,Not fleeing,FALSE
+Steven Hopwood,3/27/2017,shot,gun,51,M,W,Lewisburg,TN,FALSE,attack,Not fleeing,FALSE
+Pryor Spencer Bailey,3/27/2017,shot,gun,45,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Richard Alexander Tilley,3/27/2017,shot,knife,28,M,W,Montgomery Village,MD,FALSE,other,Not fleeing,TRUE
+Peter J. Doffin,3/28/2017,shot,gun,36,M,W,Lafayette,IN,FALSE,attack,Car,FALSE
+Lee Pat Milks,3/28/2017,shot,gun,73,M,W,Manistee,MI,FALSE,attack,Not fleeing,FALSE
+Daniel Hendrix,3/29/2017,shot,gun,26,M,W,Chattanooga,TN,FALSE,other,Not fleeing,FALSE
+Troy Boyle,3/29/2017,shot,gun,41,M,W,Stockton,IL,FALSE,attack,Car,FALSE
+Doyle Wayne Johnson,3/29/2017,shot,gun,59,M,W,Byars,OK,FALSE,attack,Car,FALSE
+Leroy Brown,3/29/2017,shot,undetermined,28,M,B,New Castle,DE,FALSE,other,Car,FALSE
+Fred Ratliff,3/29/2017,shot,gun,45,M,W,Lawrenceburg,KY,FALSE,attack,Not fleeing,FALSE
+Dennis Wasson,3/29/2017,shot,,27,M,W,Whitewright,TX,FALSE,other,Car,FALSE
+Christopher Angelo Pizzichetta,3/30/2017,shot,,46,M,W,Cranbury Township,NJ,FALSE,other,Car,FALSE
+Marcus Williams,4/1/2017,shot,gun,34,M,B,Cantonment,FL,FALSE,attack,Foot,FALSE
+Phosowath Sengphong,4/1/2017,shot,knife,30,M,A,New Iberia,LA,FALSE,other,,FALSE
+Jose Antonio Hernandez,4/3/2017,shot and Tasered,gun,46,M,H,Pendleton,SC,TRUE,other,Not fleeing,TRUE
+Rogelio Vidal Landa,4/4/2017,shot,unarmed,47,M,H,Bakersfield,CA,FALSE,other,Foot,FALSE
+Michael Maldonado,4/4/2017,shot,,32,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Stephen Connard Ferry,4/4/2017,shot,gun,65,M,W,Napa,CA,FALSE,attack,Car,FALSE
+Michael Alcaraz,4/5/2017,shot,gun,19,M,H,Goshen,IN,FALSE,attack,Car,FALSE
+Austin Dakota Snyder,4/5/2017,shot,,22,M,W,Little Rock,AR,FALSE,other,,FALSE
+Christopher Wade,4/6/2017,shot,toy weapon,39,M,B,Westerville,OH,TRUE,attack,Not fleeing,FALSE
+Benjamin Ailstock,4/6/2017,shot,gun,38,M,W,Madison Township,OH,TRUE,attack,Not fleeing,FALSE
+Glenn Watenpool,4/6/2017,shot,gun,68,M,W,Bradenton,FL,FALSE,attack,Not fleeing,FALSE
+Richard Xavier Summers,4/6/2017,shot,gun,49,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kenneth Francis,4/6/2017,shot,gun,37,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+Jeffrey Lynn Curry,4/7/2017,shot,gun,33,M,A,Kyle,SD,FALSE,attack,Car,FALSE
+Gregory Kever,4/8/2017,shot,knife,25,M,W,Eau Claire,WI,FALSE,other,Not fleeing,FALSE
+Jose Gonzales Rendon,4/9/2017,shot,knife,36,M,H,Santa Paula,CA,FALSE,attack,Not fleeing,FALSE
+William Baker,4/9/2017,shot,gun,36,M,,Ontario,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Findlay,4/10/2017,shot,gun,30,M,W,Cleveland,OH,FALSE,other,Not fleeing,FALSE
+TK TK,4/10/2017,shot,gun,39,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Zelalem Eshetu Ewnetu,4/12/2017,shot,gun,28,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Erik Pamias,4/13/2017,shot,,28,M,W,Avondale,AZ,FALSE,other,Not fleeing,FALSE
+Charles Johnston,4/13/2017,shot,gun,25,M,W,Udall,KS,FALSE,attack,Car,FALSE
+Thomas Gezotis,4/13/2017,shot,gun,57,M,W,Suffield,CT,FALSE,other,,FALSE
+Charles Shands,4/14/2017,shot,gun,33,M,W,Spanaway,WA,TRUE,other,Car,FALSE
+Ivan Wilson,4/14/2017,shot,knife,24,M,N,Mandan,ND,FALSE,other,Not fleeing,FALSE
+TK TK,4/14/2017,shot,gun,,M,,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Olugbalah Ridley,4/15/2017,shot,gun,33,M,B,West Memphis,AR,FALSE,attack,,FALSE
+David Airth,4/15/2017,shot,knife,56,M,W,Newport Beach,CA,FALSE,other,Not fleeing,FALSE
+Frederick H. Hall,4/15/2017,shot,gun,56,M,W,Colebrook Township,OH,TRUE,attack,Not fleeing,FALSE
+Isaiah Murrietta-Golding,4/15/2017,shot,unarmed,16,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Darren Jahnke,4/16/2017,shot,gun,47,M,W,Vadnais Heights,MN,FALSE,other,Not fleeing,FALSE
+Michael Zennie Dial II,4/17/2017,shot,,33,M,W,Clarksville,TN,FALSE,other,Car,FALSE
+Casey Desper,4/18/2017,shot,,32,M,W,Brandywine,WV,FALSE,attack,Car,FALSE
+Keith Price,4/19/2017,shot,gun,21,M,B,Wilmington,DE,FALSE,attack,Other,TRUE
+Marion Lee Holliday,4/20/2017,shot,gun,64,M,W,Logan County,OK,TRUE,attack,Not fleeing,FALSE
+Damarius Butts,4/20/2017,shot,gun,19,M,B,Seattle,WA,FALSE,attack,,FALSE
+Jose Trejo,4/20/2017,shot,gun,26,M,H,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Pequeno,4/20/2017,shot,,25,M,H,Glendale,AZ,FALSE,other,Car,FALSE
+Sariah Marie Lane,4/20/2017,shot,unarmed,17,F,W,Glendale,AZ,FALSE,other,Car,FALSE
+Ray Valdez,4/20/2017,shot and Tasered,knife,55,M,H,San Antonio,TX,FALSE,other,,FALSE
+Chance Rickie Thompson,4/21/2017,shot,gun,25,M,W,West Linn,OR,TRUE,other,Not fleeing,FALSE
+Joseph Sin,4/22/2017,shot,hatchet and gun,43,M,A,Yuba City,CA,FALSE,attack,Foot,FALSE
+William D. Spates,4/22/2017,shot,,39,M,B,Portage,IN,TRUE,other,Not fleeing,FALSE
+Michael Wilson-Salzl,4/22/2017,shot,knife,24,M,W,Hamilton,OH,TRUE,other,Not fleeing,FALSE
+Wayne Noel Simard,4/23/2017,shot,gun,70,M,W,Prescott,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Becker,4/24/2017,shot,gun,79,M,W,Stewartstown,PA,TRUE,attack,Not fleeing,FALSE
+Kendell Wilson,4/24/2017,shot,gun,16,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Jacy Kevin McManus,4/24/2017,shot,unarmed,35,M,W,Wolf Creek,OR,FALSE,attack,Not fleeing,FALSE
+Daezion Turner,4/24/2017,shot,gun,15,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Hakim McNair,4/25/2017,shot,gun,23,M,B,Newark,NJ,FALSE,other,Car,FALSE
+Fred Cardenas,4/25/2017,shot,gun,53,M,H,Fort Worth,TX,TRUE,attack,,TRUE
+Juan Manuel Avilla,4/25/2017,shot,,20,M,H,Bellflower,CA,FALSE,other,Car,FALSE
+Gavin Williams,4/25/2017,shot and Tasered,knife,27,M,B,Lizella,GA,FALSE,other,Not fleeing,FALSE
+Charles Bossinger,4/26/2017,shot,gun,53,M,W,Lewistown,PA,TRUE,other,Not fleeing,FALSE
+Jason Thomas Christian,4/26/2017,shot,,32,M,W,Columbus,OH,FALSE,other,Car,FALSE
+Selwyn Aubrey Hall,4/26/2017,shot and Tasered,Taser,57,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Burgon Sealy,4/27/2017,shot,gun,26,M,B,Middletown,DE,FALSE,attack,Not fleeing,FALSE
+Tim A. Holmgren,4/27/2017,shot,gun,53,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Avery Richard,4/28/2017,shot,gun,32,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Luis Fernando Pacheco,4/28/2017,shot,gun,25,M,H,San Mateo,CA,FALSE,attack,Not fleeing,FALSE
+Jordan Edwards,4/29/2017,shot,unarmed,15,M,B,Balch Springs,TX,FALSE,undetermined,Not fleeing,TRUE
+Gene Bernhardt,4/29/2017,shot,crossbow,59,M,W,Papaaloa,HI,FALSE,other,Not fleeing,FALSE
+Caleb Jackson,4/29/2017,shot,gun,35,M,B,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Andrew James Lucero,4/29/2017,shot,,33,M,H,Eldorado,NM,FALSE,attack,Not fleeing,TRUE
+Devin Hawkins,4/30/2017,shot,gun,32,M,W,Tom,OK,TRUE,attack,Not fleeing,FALSE
+Peter Raymond Selis,4/30/2017,shot,gun,49,M,W,University City,CA,FALSE,attack,Not fleeing,FALSE
+James Edward Ray,4/30/2017,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Joseph William Alain,5/1/2017,shot,gun,25,M,W,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Jason Sebastian Roque,5/2/2017,shot,gun,20,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Rodney Henderson,5/2/2017,shot and Tasered,knife,48,M,B,Irving,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/3/2017,shot,knife,,M,,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Mirza Tatlic,5/3/2017,shot,gun,24,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Malik Carey,5/3/2017,shot,gun,18,M,B,Grand Rapids,MI,FALSE,attack,Not fleeing,TRUE
+William Dean,5/3/2017,shot,gun,67,M,W,Peachtree City,GA,TRUE,attack,Not fleeing,FALSE
+Nicholas Flusche,5/3/2017,shot,knife,26,M,W,San Francisco,CA,FALSE,attack,Not fleeing,TRUE
+Lucille Espinosa,5/4/2017,shot,gun,54,F,H,Katy,TX,TRUE,other,Not fleeing,FALSE
+Jacob Peterson,5/6/2017,shot,toy weapon,15,M,W,San Diego,CA,TRUE,attack,Not fleeing,TRUE
+Cedric Jamal Mifflin,5/7/2017,shot,undetermined,27,M,B,Phenix City,AL,FALSE,undetermined,Other,TRUE
+Jose Hernandez-Rossy,5/7/2017,shot,gun,26,M,H,Buffalo,NY,FALSE,attack,Foot,FALSE
+Steven Price,5/7/2017,shot,ax,62,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Landon Nobles,5/7/2017,shot,gun,24,M,B,Austin,TX,FALSE,attack,Foot,FALSE
+Mikel Laney McIntyre,5/8/2017,shot,rock,32,M,B,Rancho Cordova,CA,TRUE,attack,Foot,FALSE
+Anthony David Soderberg,5/8/2017,shot,gun,29,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Jayson Negron,5/9/2017,shot,,16,M,H,Bridgeport,CT,FALSE,undetermined,Car,FALSE
+Terry Percy Campbell,5/9/2017,shot,gun,25,M,B,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Joseph Jaster,5/9/2017,shot,gun,40,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+John Bittle,5/9/2017,shot,unarmed,39,M,W,Lexington,SC,FALSE,other,Foot,FALSE
+Scott N. Bloomfield,5/9/2017,shot,gun,34,M,W,Tiffin,OH,FALSE,attack,Not fleeing,FALSE
+Ian Thomas Little,5/9/2017,shot,toy weapon,36,M,W,Brighton Township,MI,TRUE,attack,Not fleeing,FALSE
+Terrell Kyreem Johnson,5/10/2017,shot,knife,24,M,B,Portland,OR,TRUE,other,Foot,FALSE
+Robin White,5/10/2017,shot,gun,50,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Jeroen Peter Koornwinder,5/10/2017,shot and Tasered,,50,M,W,Barona Indian Reservation,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2017,shot,gun,,M,H,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Ryan Lowell,5/12/2017,shot,gun,30,M,W,Billings,MT,TRUE,attack,Not fleeing,FALSE
+Jonathan David Victor,5/12/2017,shot,unarmed,35,M,W,Baldwin County,AL,FALSE,other,Not fleeing,FALSE
+Phillip O'Shea,5/12/2017,shot,gun,46,M,W,Jupiter,FL,FALSE,attack,Car,FALSE
+Ronald Singletary,5/12/2017,shot and Tasered,knife,51,M,B,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Maxwell Holt,5/13/2017,shot,gun,37,M,W,West Allis,WI,FALSE,attack,Foot,FALSE
+Clarence E. Coats,5/13/2017,shot,gun,41,M,B,Columbia,MO,FALSE,attack,,FALSE
+David Jay Juarez,5/14/2017,shot,gun,41,M,H,Kingman,AZ,FALSE,attack,Car,FALSE
+James A. Burton,5/14/2017,shot,gun,48,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+Jonie Block,5/15/2017,shot,gun,27,F,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jaison Fitzgerald,5/15/2017,shot,gun,29,M,B,Richmond,VA,FALSE,other,Not fleeing,FALSE
+Buford Shane Whitson,5/15/2017,shot,gun,47,M,W,Johnson City,TN,TRUE,attack,Other,FALSE
+TK TK,5/15/2017,shot,undetermined,,M,,Long Beach,CA,FALSE,attack,Other,FALSE
+Emmanuel Ibarra,5/15/2017,shot,knife,34,M,H,Del Mar,CA,TRUE,attack,Foot,FALSE
+Keith Andrew Chesser,5/15/2017,shot,crossbow,48,M,W,Wewoka,OK,FALSE,attack,Not fleeing,FALSE
+Isabelle Duval,5/16/2017,shot,gun,41,F,W,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Tristan Long,5/16/2017,shot,knife,25,M,B,Tempe,AZ,FALSE,other,,FALSE
+Edwin Fuentes,5/16/2017,shot,gun,24,M,H,Tustin,CA,TRUE,attack,Not fleeing,FALSE
+Marshall Barrus,5/16/2017,shot,gun,38,M,W,Three Forks,MT,FALSE,attack,Car,FALSE
+Daniel George Boak,5/17/2017,shot,,28,M,W,Arlington,VA,FALSE,attack,Car,FALSE
+Anthony Paul Ardo,5/20/2017,shot,fireworks,47,M,W,Lower Mount Bethel,PA,TRUE,other,Not fleeing,FALSE
+Roger Bubar,5/20/2017,shot,gun,65,M,W,Belgrade,ME,FALSE,attack,Not fleeing,FALSE
+Shannon Edward Estill,5/20/2017,shot,toy weapon,58,M,W,Pleasanton,CA,TRUE,attack,Not fleeing,TRUE
+Jimmie Montel Sanders,5/21/2017,shot,gun,33,M,B,Appleton,WI,FALSE,attack,Not fleeing,FALSE
+Joseph M. Hodgin,5/21/2017,shot,gun,43,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Ricco Devante Holden,5/21/2017,shot,unarmed,24,M,B,Converse,LA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia Petrovich,5/21/2017,shot,unarmed,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Aaron M. Thompson,5/22/2017,shot,knife,31,M,W,Mountain Home,ID,FALSE,attack,Not fleeing,FALSE
+Michael Anthony Bonini,5/23/2017,shot,gun,65,M,W,Pahrump,NV,FALSE,attack,Not fleeing,FALSE
+John Eno,5/23/2017,shot,gun,59,M,W,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Albert Gagnier,5/23/2017,shot,gun,74,M,W,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+Jorge Alberto Fuentes,5/23/2017,shot and Tasered,gun,21,M,H,Glendale,AZ,FALSE,attack,Other,FALSE
+Hayden J. Stutz,5/24/2017,shot,unarmed,24,M,W,Canton,OH,TRUE,attack,Not fleeing,TRUE
+TK TK,5/24/2017,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Buck,5/25/2017,shot,gun,23,M,W,Fairbanks,AK,FALSE,attack,Car,FALSE
+Hector Gamboa,5/26/2017,shot,unarmed,59,M,H,San Rafael,NM,FALSE,undetermined,Not fleeing,FALSE
+Jamie J. Robinson,5/26/2017,shot,gun,33,M,W,St. Louis,MO,TRUE,attack,Not fleeing,FALSE
+Joseph Zimmerman,5/26/2017,shot,toy weapon,34,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Ron Harlan Lewallen,5/27/2017,shot,,30,M,W,Oneida,TN,FALSE,other,Car,FALSE
+Eduardo Valencia,5/27/2017,shot,gun,30,M,,Austell,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,5/28/2017,shot,gun,,M,,Miami,FL,FALSE,attack,Car,FALSE
+Shaquian Tyrone Johnson,5/28/2017,shot,gun,22,M,B,Cary,NC,FALSE,attack,Not fleeing,FALSE
+Francis de la Cruz,5/28/2017,shot and Tasered,ax,35,M,,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Chad Dionne,5/29/2017,shot,gun,37,M,W,Arundel,ME,FALSE,other,Not fleeing,FALSE
+Joseph Godinez,5/29/2017,shot,,20,M,H,Vacaville,CA,FALSE,attack,Car,TRUE
+Larry Warren Kipps,5/29/2017,shot,gun,62,M,,Gerrardstown,WV,TRUE,attack,Not fleeing,FALSE
+Roman Jade Carrillo,5/30/2017,shot,gun,18,M,H,Salt Lake City,UT,FALSE,attack,Car,FALSE
+James Gleason,5/31/2017,shot,,24,M,W,Hesperia,CA,FALSE,attack,,FALSE
+James Daniel Hill,5/31/2017,shot,gun,17,M,W,Centennial,CO,FALSE,other,Other,FALSE
+Francisco Suarez-Madonado,6/1/2017,shot,gun,27,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Edward Everett Courtenay,6/2/2017,shot,,51,M,W,Yulee,FL,FALSE,attack,Car,FALSE
+Charles Darnell Baker,6/2/2017,shot,gun,29,M,B,Abbeville,AL,FALSE,attack,Not fleeing,FALSE
+Marc Brandon Davis,6/2/2017,shot,unarmed,34,M,B,Petal,MS,FALSE,attack,Not fleeing,FALSE
+Naway Willy,6/2/2017,shot,gun,18,M,A,Tulsa,OK,FALSE,attack,Foot,FALSE
+Corsean Lewis,6/2/2017,shot,gun,17,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Antonio Gerardo Rodriguez,6/2/2017,shot,gun,55,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lee Cramer,6/3/2017,shot,gun,44,M,W,Avondale,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremy Austin Lindsey,6/4/2017,shot,gun,27,M,W,Callahan,FL,FALSE,attack,,FALSE
+Bruce Dawley,6/4/2017,shot,gun,66,M,W,Campo,CA,TRUE,attack,Not fleeing,FALSE
+Charles Edgar Mullins,6/5/2017,shot,gun,45,M,W,Bardstown,KY,FALSE,attack,Car,FALSE
+John Spaulding,6/5/2017,shot,gun,47,M,B,Miami,FL,FALSE,other,,FALSE
+Quentin Louis Case,6/5/2017,shot,gun,34,M,W,Lakes Wales,FL,FALSE,attack,Other,FALSE
+Adrian Maurice Hardeman,6/5/2017,shot,gun,37,M,B,Gonzales County,TX,FALSE,other,,FALSE
+Mark Ellis,6/6/2017,shot,gun,54,M,W,Orrington,ME,FALSE,attack,Not fleeing,FALSE
+David W. Hamilton,6/6/2017,shot,gun,50,M,,Vancouver,WA,FALSE,attack,Car,FALSE
+Salvadro Alfredo Pablo Lopez,6/7/2017,shot,gun,21,M,H,Fresno,CA,FALSE,attack,,TRUE
+Isaiah M. Hammett,6/7/2017,shot,gun,21,M,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Blaine Robert Erb,6/7/2017,shot,gun,35,M,W,Dundalk,MD,FALSE,attack,Not fleeing,TRUE
+Donald Smith,6/7/2017,shot,gun,75,M,W,Hudson,NC,TRUE,attack,Not fleeing,FALSE
+Michele Rice,6/8/2017,shot,gun,33,F,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Junior,6/8/2017,shot,gun,45,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Rich,6/8/2017,shot,gun,48,M,W,Loveland,CO,FALSE,attack,,FALSE
+Paul Mashburn,6/8/2017,shot,gun,58,M,W,Roland,OK,TRUE,attack,Not fleeing,FALSE
+David Jones,6/8/2017,shot and Tasered,unarmed,30,M,B,Philadelphia,PA,FALSE,other,Foot,FALSE
+Antonio Juarez,6/9/2017,shot,gun,44,M,H,Lyons,IL,FALSE,attack,Car,FALSE
+Theodore Brendecke,6/9/2017,shot,gun,82,M,W,Miami,FL,TRUE,attack,,FALSE
+Joshua Barre,6/9/2017,shot and Tasered,knife,29,M,B,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Isaiah Obet,6/10/2017,shot,knife,25,M,O,Auburn,WA,FALSE,other,Car,FALSE
+Robin Blaylock,6/10/2017,shot,gun,53,M,W,North English,IA,FALSE,other,Not fleeing,FALSE
+Emmett Edward Hall,6/10/2017,shot,knife,60,M,W,Abilene,TX,TRUE,other,Not fleeing,FALSE
+Terry Williams,6/11/2017,shot,,19,M,B,Milwaukee,WI,FALSE,other,Car,FALSE
+Eleuterio Amaya-Torres,6/12/2017,shot,gun,63,M,H,Plano,TX,FALSE,attack,Not fleeing,FALSE
+John Wesley Bays,6/12/2017,shot,gun,50,M,W,Trosper,KY,FALSE,attack,Not fleeing,FALSE
+Avery D. Metrejean,6/12/2017,shot,gun,35,M,W,Cade,LA,FALSE,other,Not fleeing,FALSE
+Johnny Platas,6/12/2017,shot and Tasered,knife,45,M,H,Selma,CA,FALSE,other,Not fleeing,FALSE
+Austin Durham,6/13/2017,shot,gun,24,M,W,Jerseyville,IL,FALSE,attack,Foot,FALSE
+Barry Jones,6/13/2017,shot,gun,36,M,W,Hampton,NH,FALSE,other,Not fleeing,FALSE
+Jordan Frazier,6/13/2017,shot,gun,35,M,B,Baton Rouge,LA,FALSE,other,Not fleeing,FALSE
+Chazz Brown,6/13/2017,shot,gun,33,M,B,St Louis,MO,FALSE,attack,Not fleeing,FALSE
+James T. Hodgkinson,6/14/2017,shot,gun,66,M,W,Alexandria,VA,FALSE,attack,Not fleeing,FALSE
+Michael Morris,6/14/2017,shot,knife,54,M,W,Somerville,TN,TRUE,other,Not fleeing,FALSE
+Tommy Le,6/14/2017,shot and Tasered,pen,20,M,A,Burien,WA,FALSE,attack,Not fleeing,FALSE
+Michael Brown,6/15/2017,shot,gun,40,M,W,Newton,NH,FALSE,undetermined,Car,FALSE
+Robert J. Berube,6/16/2017,shot,gun,41,M,W,Water Valley,MS,FALSE,attack,Car,FALSE
+Hector Cisneros Soria,6/16/2017,shot,gun,30,M,H,Rialto,CA,FALSE,other,Not fleeing,TRUE
+Sergio Valdovinos,6/16/2017,shot,machete,32,M,H,Madera,CA,TRUE,other,Not fleeing,FALSE
+Jamie Dougan,6/16/2017,shot,unarmed,24,F,W,Water Valley,MS,FALSE,other,Car,FALSE
+Nathan Banks,6/16/2017,shot,gun,37,M,W,Antioch,CA,FALSE,other,Foot,FALSE
+Samantha Aguilar,6/17/2017,shot,,28,F,H,Montebello,CA,FALSE,other,Not fleeing,FALSE
+Joseph Paul Hogan,6/17/2017,shot,gun,48,M,W,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Charleena Lyles,6/18/2017,shot,knife,30,F,B,Seattle,WA,TRUE,other,Not fleeing,FALSE
+William Webster,6/18/2017,shot,gun,64,M,W,Waukesha,WI,TRUE,other,Not fleeing,FALSE
+Matthew Colton Stover,6/19/2017,shot,gun,21,M,N,Fairbanks,AK,TRUE,attack,Foot,FALSE
+Alton Folmar,6/19/2017,shot,gun,28,M,W,Dallas,TX,FALSE,other,Not fleeing,FALSE
+David Pacas,6/20/2017,shot,toy weapon,36,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+David Bryan Creson,6/20/2017,shot,gun,40,M,W,Franklin,TN,FALSE,attack,Car,FALSE
+Jacob Faulkner,6/20/2017,shot,gun,32,M,W,St. Clair Township,OH,TRUE,attack,Other,FALSE
+Robb Stewart,6/20/2017,shot,gun,50,M,W,Lehigh,KS,TRUE,other,Not fleeing,FALSE
+Pedro Ramirez,6/20/2017,shot and Tasered,knife,28,M,H,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Brandon D. Lukenbill,6/21/2017,shot,undetermined,33,M,W,Nevada,MO,FALSE,undetermined,Car,FALSE
+Daniel Francisco Valenzuela,6/21/2017,shot,knife,37,M,H,Millerton,OK,FALSE,other,Not fleeing,FALSE
+Armando Garcia-Muro,6/22/2017,shot,unarmed,17,M,H,Palmdale,CA,FALSE,other,Not fleeing,FALSE
+Santino Trevino,6/23/2017,shot,gun,20,M,H,Hollywood Hills,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Ramon Deltoro,6/23/2017,shot,,34,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Cameron Ollman,6/24/2017,shot,gun,37,M,W,Florence,OR,TRUE,attack,Car,FALSE
+Christopher Michael Murray,6/24/2017,shot,,24,M,W,Deer Park,AL,FALSE,other,Not fleeing,FALSE
+Jimmie Bevenue,6/24/2017,shot,gun,47,M,W,Tulsa,OK,FALSE,attack,Foot,FALSE
+Giovonn Joseph-McDade,6/24/2017,shot,,20,M,B,Kent,WA,FALSE,other,Car,FALSE
+Lawrence Heyward Jr.,6/25/2017,shot,gun,56,M,B,North Charleston,SC,FALSE,undetermined,Foot,FALSE
+Deveonte Johnson,6/25/2017,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Nicholas Johnston,6/25/2017,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Tillman,6/25/2017,shot,gun,56,M,,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Rip Huntington,6/26/2017,shot,gun,36,M,H,Rowe,NM,TRUE,attack,Not fleeing,FALSE
+Jason Magana Herrera,6/27/2017,shot and Tasered,gun,35,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+TK TK,6/28/2017,shot,gun,,M,,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Rodney L. Cole,6/28/2017,shot,screwdriver,37,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Aaron Bailey,6/29/2017,shot,unarmed,45,M,B,Indianapolis,IN,FALSE,other,Car,FALSE
+Marco Cardoza,6/29/2017,shot,toy weapon,41,M,H,Burbank,CA,FALSE,attack,Not fleeing,FALSE
+Joel Gatu Muturi,6/29/2017,shot,,23,M,B,Marietta,GA,FALSE,other,Not fleeing,FALSE
+Jose Guillermo Flores Colon,6/29/2017,shot,Taser,37,M,H,Deltona,FL,FALSE,other,Not fleeing,FALSE
+TK TK,6/30/2017,shot,gun,,F,,Denver,CO,FALSE,attack,Car,FALSE
+Chet Knuppel,6/30/2017,shot,unarmed,23,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Brett Rodriguez,6/30/2017,shot,gun,33,M,H,Westminster,CO,FALSE,other,Foot,FALSE
+Patrick Sanchez,7/1/2017,shot,gun,23,M,H,Glendale,AZ,FALSE,other,Not fleeing,TRUE
+Quintec Locke,7/1/2017,shot,gun,37,M,B,Lawndale,IL,FALSE,other,Not fleeing,TRUE
+Jeremy Holmes,7/1/2017,shot,knife,19,M,A,Fort Collins,CO,TRUE,other,Not fleeing,TRUE
+Tyson Williams,7/2/2017,shot,gun,39,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Daniel Craven,7/3/2017,shot,gun,53,M,W,Spokane,WA,FALSE,other,Not fleeing,TRUE
+John Donadio,7/3/2017,shot,gun,51,M,W,Fishers,IN,TRUE,attack,Not fleeing,FALSE
+Holden Gorka,7/3/2017,shot,gun,25,M,W,Hillsboro,OR,FALSE,attack,Foot,FALSE
+Christopher Henry Cashell,7/3/2017,shot,gun,45,M,W,Bonaire,GA,FALSE,undetermined,Not fleeing,FALSE
+TK TK,7/4/2017,shot,gun,,M,,Federal Heights,CO,FALSE,undetermined,Not fleeing,FALSE
+Miguel Gonzales,7/4/2017,shot,gun,28,M,H,Albuquerque,NM,FALSE,undetermined,Other,FALSE
+Dana Dubose,7/4/2017,shot,knife,36,M,B,Vandalia,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ray McCray,7/4/2017,shot,,32,M,H,Centerville,UT,TRUE,undetermined,Car,FALSE
+Donald Martin,7/4/2017,shot,gun,39,M,W,Belleville,IL,TRUE,attack,Not fleeing,FALSE
+Douglas West,7/4/2017,shot,gun,46,M,W,Richland,WA,FALSE,other,Not fleeing,FALSE
+Tyrone Orvy Peabody,7/4/2017,shot,gun,53,M,N,Pleasant View,CO,FALSE,attack,Not fleeing,FALSE
+Zepp Crouchet,7/4/2017,shot,gun,42,M,B,Antioch,CA,FALSE,other,Car,FALSE
+Alexander Bonds,7/5/2017,shot,gun,34,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Tiffany Lynn Potter,7/5/2017,shot,gun,29,F,W,Des Moines,IA,FALSE,attack,Foot,TRUE
+"Edwin ""Beanie"" Esker",7/5/2017,shot,chainsaw,53,M,W,Maeystown,IL,FALSE,other,Not fleeing,FALSE
+Jamie Huskey,7/5/2017,shot,gun,45,M,W,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan Coronel,7/5/2017,shot,unarmed,24,M,H,Vista,CA,FALSE,undetermined,Foot,FALSE
+Carroll Tuttle,7/5/2017,shot,gun,51,M,W,Madison,ME,FALSE,attack,,FALSE
+Jesus Cervantes,7/6/2017,shot,undetermined,35,M,H,Plant City,FL,FALSE,other,Car,FALSE
+Dejuan Guillory,7/6/2017,shot,unarmed,27,M,B,Mamou,LA,FALSE,other,Not fleeing,FALSE
+Brian Easley,7/7/2017,shot,unarmed,33,M,B,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2017,shot,undetermined,16,M,W,Huntsville,AL,FALSE,attack,Car,FALSE
+Kareem Ali Nadir Jones,7/7/2017,shot,gun,30,M,B,Columbus,OH,FALSE,undetermined,Not fleeing,TRUE
+Michael Anthony Rude,7/8/2017,shot,knife,22,M,A,Lacey,WA,TRUE,other,Not fleeing,FALSE
+Cardell Vance III,7/8/2017,shot,knife,23,M,B,Crescent City,FL,TRUE,other,Not fleeing,FALSE
+Tina Medlin,7/8/2017,shot,gun,50,F,W,Newton Grove,NC,FALSE,attack,Not fleeing,FALSE
+Ryan A. Probst,7/9/2017,shot,gun,28,M,W,Uniontown,OH,FALSE,attack,Not fleeing,FALSE
+Robert Yeiser,7/9/2017,shot,gun,34,M,W,Bainbridge Island,WA,FALSE,attack,Not fleeing,FALSE
+Brayant Alvarez,7/9/2017,shot,gun,24,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Taylor,7/9/2017,shot,gun,54,M,B,Akron,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ethan Mitchell,7/10/2017,shot,,26,M,W,Mt Airy,MD,FALSE,attack,Not fleeing,FALSE
+Gregory Shawn Thrower,7/10/2017,shot,gun,39,M,W,North Branch,MN,FALSE,attack,Car,FALSE
+Randy Engstrom,7/11/2017,shot,gun,34,M,W,Milwaukee,WI,TRUE,other,Car,FALSE
+Caleb Edward Blaylock,7/11/2017,shot,knife,27,M,W,Las Vegas,NV,TRUE,undetermined,,TRUE
+Steve Scott,7/11/2017,shot,gun,48,M,W,Poplar Bluff,MO,FALSE,other,Not fleeing,FALSE
+Antonio Garcia Jr.,7/11/2017,shot,knife,47,M,B,Leavenworth,KS,FALSE,undetermined,Not fleeing,FALSE
+Silas Andrew Smith,7/11/2017,shot,gun,54,M,W,Golden Valley,AZ,FALSE,attack,Foot,FALSE
+Dorsey Glenn Taulbee Jr.,7/12/2017,shot,gun,33,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+James Gerald Davis,7/12/2017,shot,undetermined,40,M,W,Lake View,SC,TRUE,other,Not fleeing,FALSE
+Keith Alan Eustace,7/12/2017,shot,blunt object,58,M,W,Grover Beach,CA,FALSE,other,Not fleeing,FALSE
+Chancey Chamblee,7/13/2017,shot,gun,55,M,W,Pima,AZ,FALSE,undetermined,,FALSE
+Stephen Steele,7/13/2017,shot,knife,47,M,W,Crystal Springs,FL,TRUE,other,Not fleeing,FALSE
+Pedro Rubio,7/13/2017,shot,knife,42,M,H,Goodyear,AZ,FALSE,attack,Not fleeing,FALSE
+Gerber Dieguez,7/15/2017,shot,gun,29,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Justine Damond,7/15/2017,shot,unarmed,40,F,W,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+Vaughn Shaw,7/15/2017,shot,gun,23,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Keith Wade,7/15/2017,shot,gun,23,M,W,Arlington,TX,FALSE,attack,Foot,FALSE
+India N. Nelson,7/17/2017,shot,gun,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Ernesto Sedillo,7/17/2017,shot,gun,52,M,H,Las Cruces,NM,FALSE,attack,Not fleeing,TRUE
+Eric Wesley Clark,7/17/2017,shot,gun,43,M,W,Culpeper,VA,FALSE,attack,Car,FALSE
+Jose Cazares,7/17/2017,shot,gun,37,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Thomas Reid,7/18/2017,shot,gun,32,M,W,Clay,AL,TRUE,attack,Not fleeing,FALSE
+Robert Earl Vaughan,7/18/2017,shot,gun,70,M,W,Springfield,OR,TRUE,other,Not fleeing,FALSE
+Mark Allan Smith,7/18/2017,shot,gun,36,M,,Eagar,AZ,FALSE,other,Not fleeing,FALSE
+Nolan Cornett,7/19/2017,shot,gun,24,M,W,Fair Oaks,CA,FALSE,attack,Not fleeing,FALSE
+Anthony Benavidez,7/19/2017,shot,knife,24,M,H,Santa Fe,NM,TRUE,other,Not fleeing,TRUE
+Farhad Jabbari,7/19/2017,shot,unarmed,38,M,O,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Joshua Daniels,7/20/2017,shot,gun,52,M,W,Neosho,MO,FALSE,attack,Not fleeing,FALSE
+Isaiah Perkins,7/20/2017,shot,gun,27,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Yahir Breito,7/21/2017,shot,knife,22,M,H,Santa Ana,CA,FALSE,other,Not fleeing,FALSE
+Vicente Velasquez,7/21/2017,shot,gun,42,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Martin Avena,7/21/2017,shot,gun,70,M,,Paulden,AZ,FALSE,attack,Not fleeing,TRUE
+Walter Lynde,7/23/2017,shot,toy weapon,49,M,W,Spencer,MA,FALSE,attack,Car,FALSE
+Michael Caponigro,7/23/2017,shot,gun,59,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Ismael Lopez Rodriguez,7/23/2017,shot,gun,41,M,H,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Kyle Scott Rushing,7/23/2017,shot,knife,34,M,W,Chico,CA,FALSE,attack,Not fleeing,TRUE
+Jerrod Kershaw,7/24/2017,shot,gun,31,M,W,St. Louis,MO,TRUE,attack,Car,FALSE
+Alexander J. Schoessel,7/25/2017,shot,ax,23,M,W,Richmond,VA,TRUE,other,Foot,FALSE
+Michael Joseph Harris,7/25/2017,shot,gun,28,M,W,Jacksonville,FL,FALSE,attack,Car,FALSE
+Moises Balladares,7/25/2017,shot,gun,33,M,H,Avondale,AZ,TRUE,attack,Not fleeing,FALSE
+Aries Clark,7/25/2017,shot,toy weapon,16,M,B,Marion,AR,FALSE,attack,Not fleeing,FALSE
+Andrew Collins,7/26/2017,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Other,FALSE
+Giovani Casiano,7/26/2017,shot,gun,26,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Susan Teel,7/26/2017,shot,knife,62,F,W,Vero Beach,FL,TRUE,attack,Not fleeing,FALSE
+Kesharn K. Burney,7/26/2017,shot,,25,M,B,Dayton,OH,FALSE,attack,Car,FALSE
+Sergio Velasco-Martinez,7/27/2017,shot,blunt object,25,M,H,Avenal,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Folden,7/27/2017,shot,knife,31,M,W,Wenatchee,WA,FALSE,other,Not fleeing,FALSE
+Alejandro Alvarado,7/27/2017,shot,knife,35,M,H,Chowchilla,CA,FALSE,attack,Not fleeing,FALSE
+Jerauld Phillip Hammond II,7/27/2017,shot,gun,46,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Deltra Henderson,7/27/2017,shot,gun,39,M,B,Homer,LA,FALSE,attack,Car,FALSE
+Michael Fitzgerald,7/27/2017,shot,gun,26,M,W,Grand Terrace,CA,FALSE,attack,Not fleeing,FALSE
+Raymond Cruz,7/28/2017,shot,,37,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Brian J. Skinner,7/28/2017,shot,knife,32,M,W,Glenville,NY,TRUE,other,Not fleeing,FALSE
+Rodney E. Jacobs,7/28/2017,shot,gun,31,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Dennis W. Robinson,7/29/2017,shot,gun,48,M,W,Melba,ID,FALSE,attack,Car,FALSE
+Jashod Arthur Carter,7/29/2017,shot,gun,29,M,B,Norco,CA,FALSE,attack,Car,FALSE
+Dwayne Jeune,7/31/2017,shot,knife,32,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Isaiah Tucker,7/31/2017,shot,unarmed,28,M,B,Oshkosh,WI,FALSE,attack,Car,TRUE
+Robert Savelli,7/31/2017,shot,gun,43,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Norberto Nieblas Reyes,7/31/2017,shot and Tasered,gun,39,M,H,Los Banos,CA,TRUE,attack,Not fleeing,FALSE
+Kerry Bradley,8/1/2017,shot,,37,M,B,Waco,TX,FALSE,attack,Car,FALSE
+Franklin Oden,8/1/2017,shot,gun,39,M,W,Visalia,CA,FALSE,attack,Foot,FALSE
+Mikle Eugene Dixon,8/1/2017,shot,knife,42,M,W,Mt. Airy,NC,FALSE,other,Not fleeing,FALSE
+Mark Anthony Sanchez,8/1/2017,shot,gun,33,M,H,Yuba City,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Salas,8/1/2017,shot,gun,25,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Preston Thornton,8/2/2017,shot,gun,29,M,B,Coushatta,LA,TRUE,attack,Not fleeing,FALSE
+Jeffrey Barboa,8/2/2017,shot,machete,45,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Quintas Harris,8/2/2017,shot,gun,27,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Phillip Rhoades,8/2/2017,shot,,28,M,W,Mannington,WV,FALSE,other,Car,FALSE
+Keith Burkholder,8/3/2017,shot,gun,57,M,W,Lima,OH,FALSE,attack,Not fleeing,FALSE
+Kemonte Cobbs,8/3/2017,shot,gun,15,M,B,Gary,IN,FALSE,attack,Foot,FALSE
+Aaron Payne,8/4/2017,shot,gun,33,M,W,Surfside Beach,SC,TRUE,attack,Not fleeing,FALSE
+Cory Stephens,8/4/2017,shot,gun,35,M,W,Spanish Springs,NV,FALSE,other,Not fleeing,FALSE
+TK TK,8/4/2017,shot,gun,47,M,B,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Jeremy Gabrial,8/4/2017,shot,toy weapon,31,M,W,Lauderdale County,MS,TRUE,attack,Not fleeing,TRUE
+Melissa Wiseman,8/4/2017,shot,gun,36,F,W,Marine City,MI,FALSE,other,Not fleeing,FALSE
+Joseph Miller,8/4/2017,shot,gun,54,M,W,Mead Township,PA,FALSE,other,Not fleeing,FALSE
+Timmy Wilson,8/5/2017,shot,gun,24,M,W,New Straitsville,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Garcia,8/5/2017,shot and Tasered,knife,35,M,H,Santa Rosa,CA,TRUE,attack,Not fleeing,TRUE
+Kyle Andrew Lankford,8/6/2017,shot,knife,32,M,W,Bon Aqua,TN,FALSE,other,Foot,FALSE
+Danatae Franklin,8/6/2017,shot,gun,28,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Winston Espino Sanchez,8/7/2017,shot,knife,45,M,H,North Bergen,NJ,FALSE,attack,Not fleeing,FALSE
+Jose Ortiz,8/7/2017,shot,knife,29,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Christopher K. Sales,8/7/2017,shot,unarmed,36,M,W,Blue Summit,MO,FALSE,other,Car,FALSE
+Peter James Robbins,8/8/2017,shot,gun,23,M,W,Junction City,KS,TRUE,attack,Not fleeing,FALSE
+Darreon Neal,8/8/2017,shot,gun,17,M,B,Dalton,IL,FALSE,other,Other,FALSE
+Eugene Nelson,8/9/2017,shot,,20,M,B,Kent,WA,FALSE,attack,Car,FALSE
+Mark P. Coffey,8/10/2017,shot,gun,33,M,W,Dyer,IN,FALSE,attack,,FALSE
+Eric Bogart,8/10/2017,shot,gun,49,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/11/2017,shot,gun,,M,,Channelview,TX,FALSE,attack,Not fleeing,FALSE
+Tyrease Carlyle,8/11/2017,shot,gun,31,M,B,Philadelphia,PA,TRUE,other,Not fleeing,FALSE
+Eduardo Navarrete,8/12/2017,shot,knife,35,M,H,Frederickstown,WA,FALSE,attack,Not fleeing,FALSE
+Christopher Collins,8/13/2017,shot,gun,24,M,W,Habersham,GA,FALSE,other,Not fleeing,FALSE
+Roger Burzinski,8/13/2017,shot,gun,54,M,W,La Crosse,WI,FALSE,other,Car,FALSE
+Carmen William Rongione,8/13/2017,shot,machete,41,M,W,Cosby,TN,FALSE,attack,Foot,FALSE
+Patrick Harmon,8/13/2017,shot,knife,50,M,B,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Hussein Hassan,8/13/2017,shot,sword,46,M,B,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Steven James Young,8/14/2017,shot,toy weapon,45,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Robert Emmett Bracewell Jr.,8/14/2017,shot,gun,20,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Herbert Gilbert,8/15/2017,shot,undetermined,37,M,B,Thomasville,GA,FALSE,undetermined,Not fleeing,TRUE
+Kenneth Lewis,8/16/2017,shot,gun,34,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+James Midkiff,8/16/2017,shot,gun,54,M,W,Livermore,CA,TRUE,attack,Not fleeing,FALSE
+Peter Daniel Grima,8/17/2017,shot,undetermined,65,M,W,Crenshaw County,AL,FALSE,undetermined,Not fleeing,FALSE
+Edgar Ramirez Carreto,8/17/2017,shot,knife,28,M,H,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Leroy Frank,8/18/2017,shot,knife,60,M,,Bloomfield,NJ,FALSE,other,Not fleeing,FALSE
+Clarence Belsar III,8/18/2017,shot,gun,26,M,W,Fairchance,PA,FALSE,attack,Not fleeing,FALSE
+Derrick Rashard Brabham,8/18/2017,shot,gun,25,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Thomas Justin Walton,8/19/2017,shot,Taser,32,M,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Jonathan Bolger,8/20/2017,shot,gun,44,M,W,Yellville,AR,FALSE,other,Not fleeing,FALSE
+Keshawn Wilson,8/20/2017,shot,gun,32,M,B,Brick,NJ,FALSE,attack,Not fleeing,FALSE
+TK TK,8/20/2017,shot,undetermined,,M,,Madera,CA,FALSE,other,Foot,FALSE
+Jeffrey Jacobs,8/21/2017,shot,toy weapon,42,M,W,Morganton,NC,FALSE,attack,Not fleeing,FALSE
+Dennia Flowers,8/21/2017,shot,gun,66,M,W,Colorado City,CO,FALSE,attack,Not fleeing,FALSE
+Tyler Whitmire,8/21/2017,shot,knife,22,M,W,Franklin,WI,TRUE,other,Other,FALSE
+Nathaniel Richmond,8/21/2017,shot,gun,51,M,B,Steubenville,OH,FALSE,attack,Not fleeing,FALSE
+Thomas Selje,8/21/2017,shot,gun,64,M,W,Pardeeville,WI,FALSE,attack,Not fleeing,FALSE
+Kiwi Herring,8/22/2017,shot,knife,30,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Henry Rivera Jr.,8/22/2017,shot,,71,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Robert Earl Adams,8/22/2017,shot,knife,30,M,W,Orcutt,CA,FALSE,other,Foot,FALSE
+Konstantin Morozov,8/22/2017,shot,gun,48,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Mark Aaron Jensen,8/22/2017,shot,gun,56,M,W,Durham,CA,TRUE,attack,Not fleeing,FALSE
+Ciara Howard,8/23/2017,shot,gun,26,F,W,Olathe,KS,TRUE,other,Not fleeing,FALSE
+Colton Puckett,8/24/2017,shot,gun,28,M,W,Waterford Township,MI,TRUE,other,Not fleeing,FALSE
+Isaias Raziel Ochoa,8/24/2017,shot,gun,19,M,H,Lemon Grove,CA,FALSE,attack,Foot,FALSE
+Scott Mayfield,8/24/2017,shot,gun,24,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Daniel Blyler,8/25/2017,shot,gun,44,M,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Kristen Ambury,8/25/2017,shot,gun,28,F,W,Sunrise,FL,TRUE,undetermined,Not fleeing,FALSE
+Charles David Robinson,8/25/2017,shot,unarmed,47,M,B,Woodville,GA,FALSE,attack,Foot,FALSE
+Michael Malik Kawon Lee,8/26/2017,shot,gun,18,M,B,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+William Wilson,8/27/2017,shot,gun,26,M,H,Farmington,NM,FALSE,attack,Not fleeing,FALSE
+Jason Hoops,8/27/2017,shot,gun,33,M,W,Kettering,OH,FALSE,other,Not fleeing,FALSE
+Dwayne Martin,8/27/2017,shot,knife,34,M,W,Sharpsburg,KY,FALSE,attack,Foot,FALSE
+Kostatinos Sfaelos,8/28/2017,shot,gun,62,M,W,New Milford,CT,FALSE,attack,Foot,FALSE
+William Matthew Holmes,8/28/2017,shot,undetermined,24,M,B,Newton,KS,TRUE,attack,Car,TRUE
+Ricky Ard,8/29/2017,shot,baseball bat,55,M,B,Evansville,IN,TRUE,other,Not fleeing,TRUE
+Larry Moore Miller,8/29/2017,shot,gun,68,M,,Jacksonville,AL,FALSE,attack,Not fleeing,FALSE
+Joshua Mark Cloud,8/29/2017,shot,gun,22,M,W,Lincoln Parish,LA,FALSE,attack,Not fleeing,FALSE
+Brandy Caldwell,8/29/2017,shot,gun,46,F,W,Watagua,TX,TRUE,other,Not fleeing,FALSE
+Anthony Antonio Ford,8/30/2017,shot,unarmed,27,M,B,Miami,FL,FALSE,other,Foot,FALSE
+Thomas Daniel Littlecloud,8/30/2017,shot,gun,32,M,N,Sacramento,CA,FALSE,attack,Car,FALSE
+Issac Cervantes,8/31/2017,shot,gun,22,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Debi Lynn Thorkelson,8/31/2017,shot,gun,54,F,W,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Michael Battles,9/1/2017,shot,toy weapon,32,M,W,Poultney,VT,TRUE,attack,Not fleeing,FALSE
+Roger Helgerson,9/1/2017,shot,unknown weapon,45,M,W,Mount Hope,WI,FALSE,other,Foot,FALSE
+Daniel Gillis,9/1/2017,shot,knife,36,M,W,Pittsfield,MA,TRUE,other,Foot,FALSE
+TK TK,9/2/2017,shot,gun,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Antwon Springer,9/3/2017,shot,gun,37,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,FALSE
+Henry Stephen Rakoz,9/3/2017,shot,gun,47,M,W,Longview,WA,FALSE,other,Not fleeing,FALSE
+William Porubsky,9/3/2017,shot,unarmed,30,M,W,Akron,OH,TRUE,attack,Not fleeing,TRUE
+Jarvis Hayes,9/3/2017,shot,,31,M,B,Myrtle Beach,SC,FALSE,attack,Car,FALSE
+Shane Marsh,9/4/2017,shot,knife,44,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+James Fuller,9/4/2017,shot and Tasered,chair,52,M,W,Columbus,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,9/5/2017,shot,,,F,,Spring,TX,FALSE,attack,Car,FALSE
+John Timmons,9/5/2017,shot,gun,67,M,,Hohenwald,TN,FALSE,other,Not fleeing,FALSE
+Daniel Wheelock,9/5/2017,shot,knife,16,M,W,Kendale Lakes,FL,FALSE,attack,Not fleeing,FALSE
+Rueben Galindo,9/6/2017,shot,gun,29,M,H,Charlotte,NC,FALSE,other,Not fleeing,FALSE
+Timothy Elam,9/6/2017,shot,unarmed,42,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Richards,9/6/2017,shot,knife,31,M,B,New York,NY,TRUE,other,Not fleeing,TRUE
+Eric Dwan Arnold,9/7/2017,shot,gun,41,M,B,Sacramento,CA,FALSE,attack,Car,FALSE
+Billy Joe Elmore,9/8/2017,shot,gun,45,M,W,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Michael Culhane,9/8/2017,shot,undetermined,50,M,W,Monett,MO,TRUE,other,Not fleeing,FALSE
+Ervin Eugene Sweat Jr.,9/9/2017,shot,gun,26,M,B,Arcata,CA,FALSE,attack,Not fleeing,FALSE
+Erick Perez,9/10/2017,shot,gun,22,M,H,Youngtown,AZ,FALSE,attack,Not fleeing,FALSE
+Joseph Charles Cook,9/10/2017,shot,gun,76,M,W,Huntersville,NC,FALSE,attack,Not fleeing,FALSE
+Frankie Santos,9/10/2017,shot,gun,58,M,H,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Hight,9/10/2017,shot,gun,32,M,W,Plano,TX,FALSE,attack,Not fleeing,FALSE
+Juan Flores,9/10/2017,shot,,19,M,H,Chicago,IL,FALSE,attack,Not fleeing,TRUE
+Thomas Addison,9/11/2017,shot,unknown weapon,25,M,N,Great Falls,MT,FALSE,other,Foot,FALSE
+Brian Patrick Allen,9/11/2017,shot,gun,48,M,W,Hixson,TN,FALSE,attack,Car,FALSE
+Vincent Edward Hernandez Jr,9/11/2017,shot,toy weapon,39,M,H,Bassett,CA,FALSE,attack,Not fleeing,FALSE
+Rodolfo Ballardo,9/13/2017,shot,gun,31,M,H,Quartzsite,AZ,FALSE,attack,Car,FALSE
+Gary Joe McCourt,9/14/2017,shot,knife,50,M,W,Frametown,WV,FALSE,attack,Not fleeing,FALSE
+Ruben Urbina,9/15/2017,shot,crowbar,15,M,H,Haymarket,VA,FALSE,other,Not fleeing,FALSE
+Matthew Michael McTague,9/15/2017,shot,,48,M,W,Hallandale Beach,FL,TRUE,attack,Car,FALSE
+Jacob Dominguez,9/15/2017,shot,unarmed,32,M,H,San Jose,CA,FALSE,other,Car,FALSE
+Scout Schultz,9/16/2017,shot,knife,21,,W,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Nicholas K. Perkins,9/17/2017,shot,gun,37,M,W,Oak Harbor,WA,TRUE,attack,Not fleeing,FALSE
+Brian Ziro,9/17/2017,shot,gun,21,M,B,West Milford,WV,FALSE,attack,Foot,FALSE
+Eric Alvarez,9/17/2017,shot and Tasered,knife,40,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Jesse VanSipe,9/18/2017,shot,gun,33,M,W,Piedmont,AL,TRUE,other,Not fleeing,FALSE
+Joshua Stubbs,9/19/2017,shot,gun and knife,25,M,W,Monroe,NC,FALSE,attack,Car,TRUE
+Jimme Knight Smith,9/19/2017,shot,gun,55,M,W,Independence,VA,TRUE,attack,Not fleeing,FALSE
+Randall Ross,9/19/2017,shot,undetermined,53,M,W,Bernice,LA,FALSE,undetermined,,FALSE
+TK TK,9/19/2017,shot,gun,,M,,La Porte,TX,TRUE,attack,Not fleeing,FALSE
+David Scott,9/19/2017,shot,knife,27,M,W,Chula Vista,CA,TRUE,attack,Not fleeing,FALSE
+Magdiel Sanchez,9/20/2017,shot,pipe,35,M,H,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Eddie Russell Jr.,9/20/2017,shot,gun,25,M,B,Peoria,IL,TRUE,other,Not fleeing,FALSE
+Haraesheo Rice,9/20/2017,shot,gun,31,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Mack Brinkley,9/21/2017,shot,gun,70,M,W,Boswell,OK,FALSE,attack,Car,FALSE
+Matthew Wells,9/21/2017,shot,knife,40,M,W,Tacoma,WA,TRUE,other,Not fleeing,FALSE
+Austin Dunsmore,9/21/2017,shot,undetermined,25,M,O,Denver,CO,FALSE,other,Car,FALSE
+Jose Felix Reyes,9/21/2017,shot,,38,M,H,Rockwall,TX,FALSE,attack,Car,FALSE
+Alexander Ochoa,9/22/2017,shot,gun and knife,26,M,H,Oceanside,CA,FALSE,attack,Not fleeing,FALSE
+Dillan Tabares,9/22/2017,shot,gun,27,M,O,Huntington Beach,CA,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2017,shot,undetermined,,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Scott Farnsworth,9/22/2017,shot,gun,28,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Bryan Wright,9/22/2017,shot,gun,40,M,W,Hattiesburg,MS,FALSE,attack,Not fleeing,FALSE
+Scott Michael Chamberlain,9/22/2017,shot,,44,M,W,Brooksville,FL,TRUE,attack,Car,FALSE
+Damien Murray,9/24/2017,shot,gun,39,M,B,San Francisco,CA,FALSE,other,Not fleeing,TRUE
+Jarred Burke,9/24/2017,shot,gun,24,M,W,New Castle,IN,FALSE,attack,Foot,FALSE
+Anthony Robinson,9/25/2017,shot,gun,32,M,B,Palmetto,FL,FALSE,attack,Foot,FALSE
+Cody O'Bryan,9/25/2017,shot,Taser,31,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Jeffory Hughes,9/26/2017,shot,gun,50,M,W,Fairview,TN,FALSE,attack,Not fleeing,FALSE
+Roger Craig Nielsen,9/26/2017,shot,gun,31,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Craig A. Johnson,9/26/2017,shot,gun,50,M,W,Coolin,ID,FALSE,other,Not fleeing,FALSE
+Demilo Trayuon Hodge,9/27/2017,shot,gun,45,M,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Anthony Wallace,9/27/2017,shot,gun,44,M,W,Spring Hill,FL,FALSE,attack,Car,FALSE
+Guy Lynn Scott,9/27/2017,shot,gun,48,M,W,Griffin,GA,TRUE,attack,Not fleeing,FALSE
+Michael Bruce Peterson,9/28/2017,shot,baton,39,M,W,Salt Lake City,UT,FALSE,other,Not fleeing,FALSE
+Dominique Tyrell White,9/28/2017,shot,gun,30,M,N,Topeka,KS,FALSE,attack,Foot,FALSE
+Quentin Starke,9/30/2017,shot,gun,44,M,W,Columbua,IN,FALSE,attack,Car,FALSE
+Tyrell Dewayne Pinkston,9/30/2017,shot,gun,28,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Lester Jesus Machado,10/1/2017,shot,,24,M,H,Hialeah,FL,FALSE,attack,Car,FALSE
+"Marquis ""Bubba"" Jones",10/1/2017,shot,gun,27,M,B,West Burlington,IA,FALSE,other,Other,TRUE
+Anthony Gallo,10/1/2017,shot,knife,34,M,W,Canton Township,PA,TRUE,other,Not fleeing,FALSE
+Micah McComas,10/1/2017,shot,unarmed,41,M,W,Seward,AK,FALSE,other,Car,TRUE
+George Randall Newman,10/1/2017,shot,gun,26,M,W,North Fort Collins,CO,FALSE,attack,Not fleeing,TRUE
+Joshua Lanflisi,10/1/2017,shot,gun and sword,38,M,W,St. Louis,MO,TRUE,other,Not fleeing,FALSE
+Kevin Anthony Battaglia,10/2/2017,shot,gun,33,M,W,Parkton,NC,TRUE,attack,Not fleeing,FALSE
+Marquinton T. Brooks,10/2/2017,shot,gun,22,M,W,West Ouachita,LA,FALSE,other,Foot,FALSE
+John Loaiza,10/3/2017,shot,pipe,40,M,W,Jefferson City,MO,FALSE,attack,Not fleeing,FALSE
+Chad Cochell,10/4/2017,shot,,34,M,W,Spokane,WA,TRUE,other,Not fleeing,FALSE
+Sandy Guardiola,10/4/2017,shot,gun,48,F,B,Canandaigua,NY,FALSE,attack,Not fleeing,FALSE
+Jomekia Minter,10/4/2017,shot,gun,37,M,B,Thomas County,GA,FALSE,attack,Not fleeing,FALSE
+Michael Ferrell,10/4/2017,shot,gun,67,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Brandon Lee Bohanon,10/5/2017,shot,unarmed,35,M,W,Hiram,GA,FALSE,other,Not fleeing,FALSE
+Cristino Umana-Garcia,10/5/2017,shot,knife,29,M,H,Finney County,KS,TRUE,other,Not fleeing,FALSE
+Phumee Lee,10/5/2017,shot,gun,28,M,A,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+Johnny Ray Leeds,10/5/2017,shot,gun,40,M,W,Leeds,AL,FALSE,attack,,FALSE
+German Ornelas,10/5/2017,shot,knife,31,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dale Sisson,10/6/2017,shot,gun,51,M,W,Golden,CO,FALSE,attack,Car,FALSE
+Garrett Hoose,10/6/2017,shot,gun,47,M,W,Perryopolis,PA,TRUE,other,Not fleeing,FALSE
+Ernesto Padron,10/6/2017,shot,gun,52,M,H,Miami,FL,FALSE,other,Foot,FALSE
+Matthew Jonathan Luis Hurtado,10/6/2017,shot,,28,M,H,Duarte,CA,FALSE,undetermined,,FALSE
+Roberto Callejas,10/6/2017,shot and Tasered,knife,35,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Samuel David Lanham,10/7/2017,shot,gun,25,M,W,Charleston,WV,TRUE,attack,Car,FALSE
+Roberto Avendano,10/8/2017,shot,machete,,M,H,Abingdon,VA,FALSE,other,Foot,FALSE
+Sabrina Ann Garcia,10/8/2017,shot,gun,34,F,H,Mesa,AZ,TRUE,undetermined,Foot,FALSE
+Albert Garcia,10/8/2017,shot,knife,58,M,H,San Fernando,CA,FALSE,other,Not fleeing,FALSE
+Corey Boykin,10/8/2017,shot,gun,24,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Cariann Hithon,10/8/2017,shot,,22,F,B,Miami,FL,FALSE,attack,Car,FALSE
+Glenn Southwood Jr.,10/8/2017,shot,gun,46,M,W,Pinetop-Lakeside,AZ,FALSE,attack,Not fleeing,FALSE
+Daniel James,10/10/2017,shot,gun,55,M,,Rochester,WA,TRUE,attack,,FALSE
+Vincent Dronet,10/11/2017,shot,,61,M,W,Biloxi,MS,FALSE,attack,Car,FALSE
+Brandon Wade Rucker,10/11/2017,shot,gun,43,M,W,Marana,AZ,FALSE,other,Not fleeing,FALSE
+Kristian Martinez,10/11/2017,shot,unarmed,44,M,H,Valdez,CO,FALSE,attack,Foot,FALSE
+John Robert Payne,10/12/2017,shot,gun,35,M,B,Homewood,AL,TRUE,attack,Foot,FALSE
+Sean D. Brady,10/12/2017,shot,gun,29,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Paul Dolen,10/13/2017,shot,gun,57,M,W,Wayne County,KY,FALSE,attack,Not fleeing,FALSE
+J.C. Hawkins,10/13/2017,shot,gun,42,M,B,Charlottesville,VA,FALSE,attack,Foot,FALSE
+Michael David Lopez,10/14/2017,shot,undetermined,44,M,H,Torrance,CA,FALSE,other,Car,FALSE
+Eddie Sanders,10/14/2017,shot,gun,25,M,,Olivehurst,CA,FALSE,other,Not fleeing,FALSE
+Eric Garrison,10/16/2017,shot,gun,20,M,B,Baltimore,MD,FALSE,other,Foot,TRUE
+James Michael Chappell,10/16/2017,shot,gun,32,M,W,Simpsonville,SC,FALSE,attack,Not fleeing,FALSE
+Luis David Flores,10/16/2017,shot,gun,34,M,H,Picture Rocks,AZ,FALSE,other,Not fleeing,FALSE
+Ezekiel Juan Duran,10/16/2017,shot,gun,18,M,H,Atwater,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Clayton Johnson,10/16/2017,shot and Tasered,gun,31,M,W,Kingwood,TX,FALSE,attack,Car,FALSE
+DeAndre Bethea,10/17/2017,shot,,24,M,B,Hampton,VA,FALSE,other,Not fleeing,FALSE
+Daniel Spear,10/18/2017,shot,gun,35,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Mitchell Fox,10/19/2017,shot,gun,34,M,W,Clearwater,FL,TRUE,other,Not fleeing,FALSE
+Matthew Whitley,10/19/2017,shot,gun,26,M,W,Kings Mountain,NC,FALSE,attack,Other,FALSE
+Dewboy Lister,10/19/2017,shot,unarmed,55,M,B,Corpus Christi,TX,FALSE,attack,Foot,TRUE
+Steven Wayne Truex,10/19/2017,shot and Tasered,gun,38,M,W,Birmingham,AL,FALSE,other,Not fleeing,FALSE
+Jamarco McShann,10/20/2017,shot,gun,23,M,B,Moraine,OH,TRUE,attack,Not fleeing,FALSE
+Jorge Cabrera,10/20/2017,shot,knife,54,M,,Houston,TX,FALSE,other,Not fleeing,FALSE
+Phillip Joel Trammell,10/20/2017,shot,knife,30,M,W,Fort Smith,OK,FALSE,attack,Not fleeing,TRUE
+Victor Gonzalez,10/21/2017,shot,hammer,44,M,H,Cloverdale,CA,FALSE,other,Not fleeing,FALSE
+Jason Marble,10/21/2017,shot,gun,37,M,W,Girard,OH,FALSE,attack,Not fleeing,FALSE
+Nicholas Pimentel,10/22/2017,shot,unarmed,27,M,H,Ceres,CA,FALSE,other,Car,FALSE
+Johnny Bonta,10/22/2017,shot,gun,43,M,N,Sparks,NV,FALSE,attack,Not fleeing,FALSE
+Samantha Hennard,10/22/2017,shot,gun,25,F,W,St. Joseph,MO,FALSE,attack,Foot,FALSE
+Dexter David Anthony Baxter,10/22/2017,shot,unarmed,30,M,N,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+Matthew David Palaita,10/23/2017,shot,gun,35,M,H,Lodi,CA,FALSE,attack,Not fleeing,FALSE
+Ashleigh Bertucci,10/23/2017,shot,gun,31,F,W,Shelbyville,KY,TRUE,other,Not fleeing,TRUE
+George Gipp,10/23/2017,shot,undetermined,35,M,N,Standing Rock Reservation,ND,FALSE,other,Car,FALSE
+Sean Bohinski,10/24/2017,shot,unarmed,37,M,W,Plymouth Township,PA,FALSE,attack,Not fleeing,FALSE
+Brandon Uzialko,10/24/2017,shot,gun,25,M,W,Norwich,CT,FALSE,attack,Foot,FALSE
+David Campos,10/24/2017,shot and Tasered,screwdriver,34,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Timothy Earl Jackson,10/25/2017,shot,gun,33,M,B,St. Petersburg,FL,FALSE,attack,Not fleeing,FALSE
+Antonio Levison,10/25/2017,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Foot,FALSE
+Sanders Surber,10/26/2017,shot,gun,32,M,W,Fairhope,AL,FALSE,attack,Other,FALSE
+Charles L. Wallace,10/26/2017,shot,,46,M,,Erie,PA,FALSE,other,Not fleeing,FALSE
+James M. Davis,10/26/2017,shot,gun,34,M,W,Horseheads,NY,FALSE,attack,Car,FALSE
+Jerry Richardson,10/27/2017,shot,machete,46,M,B,Indiantown,FL,TRUE,other,Not fleeing,FALSE
+Danny Sanchez,10/28/2017,shot,gun and car,40,M,H,Greeley,CO,FALSE,attack,Car,FALSE
+Lucas DeFord,10/28/2017,shot,gun,27,M,N,Black River Falls,WI,FALSE,other,Car,TRUE
+Baltazar Escalona-Baez,10/28/2017,shot,knife,17,M,H,Polk County,OR,FALSE,other,Car,FALSE
+Eric Higgs,10/29/2017,shot,gun,46,M,B,Tate County,MS,FALSE,attack,Car,FALSE
+Mark Bidon,10/29/2017,shot,gun,50,M,W,Centennial,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Lee Flowers,10/29/2017,shot,knife,41,M,W,New Castle,IN,FALSE,attack,Not fleeing,FALSE
+Kalin Jackson,10/29/2017,shot,,23,M,B,King of Prussia,PA,FALSE,other,Not fleeing,FALSE
+Robert James Lightfeather,10/30/2017,shot,gun,33,M,N,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Birelas-Contreras,10/31/2017,shot,knife,25,M,H,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Luvelle Kennon,10/31/2017,shot,undetermined,27,M,B,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Paul Landis Gorden,10/31/2017,shot,gun,39,M,W,Livingston,TN,FALSE,attack,Not fleeing,FALSE
+Vincent Hall,10/31/2017,shot,gun,22,M,B,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Heather Denean Bubrig,10/31/2017,shot,ax,37,F,W,Las Cruces,NM,TRUE,other,Not fleeing,FALSE
+Jamee Almarez,11/1/2017,shot,gun,27,M,H,Anniston,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Jacobs,11/1/2017,shot,,28,M,W,Pippa Passes,KY,FALSE,attack,Car,FALSE
+Wallace Jory,11/2/2017,shot,pitchfork,56,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jerry Roach,11/2/2017,shot,gun,71,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,11/2/2017,shot,gun,,M,,Inkster,MI,FALSE,attack,Not fleeing,FALSE
+Robert Powell,11/3/2017,shot,gun and car,53,M,W,Port Orange,FL,FALSE,attack,Car,FALSE
+Jorge Hidalgo,11/3/2017,shot,machete,43,M,,El Paso,TX,FALSE,other,,FALSE
+Marvin Stair,11/3/2017,shot,gun,44,M,,Batesville,AR,FALSE,attack,Not fleeing,FALSE
+Christopher Edward Loftis,11/3/2017,shot,gun and car,39,M,W,Ohatchee,AL,FALSE,attack,Car,FALSE
+Nyung Kyee,11/4/2017,shot,knife,56,M,A,Clarksville,AR,FALSE,attack,Not fleeing,FALSE
+Raymond Davis,11/4/2017,shot,gun,24,M,B,Columbus,MS,FALSE,other,Not fleeing,TRUE
+Michael Wayne Marin,11/4/2017,shot,gun,35,M,W,Parker,CO,FALSE,attack,,FALSE
+Frank Half,11/4/2017,shot,gun,30,M,N,Billings,MT,FALSE,attack,,FALSE
+Mason Johnson,11/4/2017,shot,gun,31,M,W,Owen County,IN,TRUE,attack,Not fleeing,FALSE
+Augustus Joshua Crawford,11/4/2017,shot,gun,20,M,B,Bakersfield,CA,FALSE,undetermined,Foot,FALSE
+John Quincy Grady,11/5/2017,shot,gun,35,M,W,Meridian,MS,FALSE,attack,Not fleeing,FALSE
+Marylsa Sanchez,11/5/2017,shot,,31,F,H,Rudioso,NM,FALSE,attack,Not fleeing,FALSE
+Eddie Lee Patterson,11/5/2017,shot,,49,M,B,Rockford,IL,FALSE,undetermined,Car,FALSE
+Pamela Webber,11/6/2017,shot,knife,54,F,W,Lynchburg,VA,TRUE,other,Not fleeing,FALSE
+TK TK,11/6/2017,shot,gun,48,M,W,Barstow,CA,FALSE,attack,Car,FALSE
+Talathia Brooks,11/7/2017,shot,gun,32,F,W,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+Jarrett Varnado,11/7/2017,shot,gun,35,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+James Jacob Bailey,11/8/2017,shot,gun,30,M,W,Forest Park,GA,FALSE,attack,Car,FALSE
+Roger Raymond York,11/8/2017,shot,gun,32,M,W,Clinton,TN,FALSE,attack,Foot,FALSE
+Victor Demetrius Bray,11/8/2017,shot,gun,31,M,W,Roanoke,VA,FALSE,other,Not fleeing,FALSE
+Jason Ike Pero,11/8/2017,shot,knife,14,M,N,Odanah,WI,FALSE,other,Not fleeing,FALSE
+Paul Jones,11/9/2017,shot,gun,25,M,B,Salisbury,NC,FALSE,attack,Car,FALSE
+Joseph Santos,11/9/2017,shot,,32,M,W,Providence,RI,FALSE,attack,Car,TRUE
+Charles Edwin Nickels,11/9/2017,shot,gun,35,M,W,Neshoba County,MS,TRUE,attack,Not fleeing,FALSE
+Kiser L. Sturgell,11/9/2017,shot,gun,27,M,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Ashley Jenkins,11/9/2017,shot,unarmed,23,F,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Terry A. Dubois,11/10/2017,shot,gun,55,M,W,Gibson,LA,TRUE,attack,Not fleeing,FALSE
+Thomas Aikens,11/10/2017,shot,knife,43,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ronald L. Klitzka,11/10/2017,shot,gun,62,M,W,Crystal,MN,TRUE,attack,Not fleeing,FALSE
+John Bazemore III,11/10/2017,shot,gun,25,M,B,Denver,CO,FALSE,other,Foot,FALSE
+TK TK,11/10/2017,shot,,,M,B,Hinds County,MS,FALSE,other,Not fleeing,FALSE
+Matthew Joseph Scudero,11/10/2017,shot,gun,50,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Shane Jensen,11/11/2017,shot,gun,19,M,W,Dakota City,IA,TRUE,attack,Other,FALSE
+Phillip Pitts,11/11/2017,shot,gun,41,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Eddy Longoria,11/11/2017,shot,gun,55,M,W,St. Tammany Parish,LA,FALSE,attack,Not fleeing,FALSE
+Larry Ruiz-Barreto,11/12/2017,shot,,19,M,H,Fall River,MA,FALSE,other,Car,FALSE
+Cornell Lockhart,11/13/2017,shot,knife,67,M,B,Tremont,NY,TRUE,attack,Not fleeing,TRUE
+Calvin Toney,11/13/2017,shot,unarmed,24,M,B,Baton Rouge,LA,FALSE,attack,Foot,TRUE
+Kevin J. Neal,11/14/2017,shot,gun,44,M,W,Rancho Tehama Reserve,CA,TRUE,undetermined,,FALSE
+Adam Brogdon,11/14/2017,shot,gun,23,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Keian Jones,11/14/2017,shot,knife,51,M,,Stockton,CA,FALSE,other,Car,FALSE
+Dustin Robert Pigeon,11/15/2017,shot,unarmed,29,M,A,Oklahoma City,OK,TRUE,other,Not fleeing,TRUE
+Thomas Barclay,11/15/2017,shot,gun,48,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Oscar Anaya,11/15/2017,shot,gun,22,M,H,Van Nuys,CA,FALSE,attack,Car,FALSE
+TK TK,11/15/2017,shot,knife,,M,B,Jackson,MS,FALSE,other,Not fleeing,FALSE
+Phillip Van Cise,11/15/2017,shot,gun,59,M,W,Elmira,NY,TRUE,attack,Not fleeing,FALSE
+Chester Randolph Ward,11/16/2017,shot,gun,68,M,B,Cedar Lake,TX,FALSE,attack,Not fleeing,FALSE
+Martin Jim,11/17/2017,shot,unarmed,25,M,W,Albuquerque,NM,FALSE,other,Car,FALSE
+Isaac Padilla,11/17/2017,shot,unarmed,23,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Shady Bell,11/17/2017,shot,gun,46,M,B,West Monroe,LA,FALSE,attack,Not fleeing,FALSE
+Bijan C. Ghaisar,11/17/2017,shot,unarmed,25,M,W,Fairfax,VA,FALSE,undetermined,Car,FALSE
+Seth Hardwick,11/17/2017,shot,gun,30,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Lawrence Hawkins,11/18/2017,shot,unarmed,56,M,B,Prichard,AL,FALSE,other,Car,FALSE
+Preston Bell,11/18/2017,shot,,24,M,N,Billings,MT,FALSE,attack,Car,FALSE
+Brian Calvert,11/18/2017,shot,,18,M,W,Warren County,KY,FALSE,attack,Car,FALSE
+Geronimo Vicente Santos,11/19/2017,shot,gun,34,M,,Lompoc,CA,FALSE,attack,,FALSE
+Jacob McCarty,11/19/2017,shot,gun,27,M,W,Greenville County,SC,FALSE,attack,Car,FALSE
+Matthew Donald Tobin,11/19/2017,shot,gun,26,M,W,Davenport,IA,FALSE,attack,Not fleeing,FALSE
+Seth William Johnson,11/20/2017,shot,knife,15,M,W,Gulfport,MS,FALSE,undetermined,Not fleeing,FALSE
+Emilio John Cruz Hernandez,11/23/2017,shot,gun,26,M,H,Klamath Falls,OR,FALSE,other,Foot,FALSE
+Nikolas Wanner,11/23/2017,shot,gun,32,M,W,Lebanon,MO,TRUE,attack,Not fleeing,FALSE
+Rehyen Bost-McMurray,11/23/2017,shot,gun,17,M,B,St. Louis,MO,FALSE,attack,,FALSE
+Jackie Germaine Ragland,11/23/2017,shot,gun,32,M,B,Pell City,AL,FALSE,attack,Not fleeing,FALSE
+David Leroy Thelen,11/23/2017,shot,knife,43,M,W,Holland Township,MI,TRUE,other,Not fleeing,FALSE
+Rocky Miles West,11/24/2017,shot,gun,26,M,W,Wimberley,TX,TRUE,attack,Not fleeing,FALSE
+Steve Steenhard,11/24/2017,shot,unknown weapon,51,M,W,Yuma,AZ,FALSE,undetermined,Not fleeing,FALSE
+Nelson F. Rodarte,11/25/2017,shot,gun,39,M,H,Penasco,NM,FALSE,attack,Not fleeing,FALSE
+Johnny Castro,11/26/2017,shot,gun,43,M,H,Lemoore,CA,FALSE,attack,Car,FALSE
+William Freddy Carter Jr.,11/26/2017,shot,gun,31,M,W,Huntsville,AL,FALSE,attack,Not fleeing,FALSE
+Daniel Navarro,11/26/2017,shot,knife,22,M,H,Covina,CA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Escobedo,11/27/2017,shot,gun,26,M,,Yakima,WA,FALSE,attack,Car,FALSE
+Christian Chavez,11/27/2017,shot,gun,40,M,H,South Gate,CA,TRUE,attack,Not fleeing,FALSE
+Robert Claude Smith,11/28/2017,shot,,64,M,W,Eaton County,MI,FALSE,attack,Car,FALSE
+Lucas Stone,11/28/2017,shot,gun,30,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+James C. Danforth,11/28/2017,shot,gun,59,M,W,Hillyard,WA,FALSE,attack,Foot,FALSE
+TK TK,11/29/2017,shot,undetermined,,M,,Three Points,AZ,FALSE,attack,,FALSE
+Aquoness Cathery,11/29/2017,shot,gun,24,M,B,Chicago,IL,FALSE,other,,TRUE
+Rufus Cedric Baker,11/30/2017,shot,gun,32,M,B,Hendersonville,NC,FALSE,other,Foot,FALSE
+Juan Andres Barillas,11/30/2017,shot,gun,37,M,H,North Hollywood,CA,FALSE,other,Car,FALSE
+Trent Fondren,12/1/2017,shot,knife,33,M,W,York,SC,FALSE,undetermined,,TRUE
+Keita O'Neil,12/1/2017,shot,unarmed,42,M,B,San Francisco,CA,FALSE,other,Car,TRUE
+Mario Guevara,12/2/2017,shot,knife,37,M,H,Colton,CA,TRUE,other,Not fleeing,FALSE
+Christopher Louis Willard,12/2/2017,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Gregory Ray Ham,12/3/2017,shot,sword,62,M,W,La Marque,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey Scott Cantrell,12/4/2017,shot,gun,46,M,W,Monticello,GA,FALSE,attack,Not fleeing,FALSE
+Mario Sanabria,12/5/2017,shot,machete,69,M,H,Bronx,NY,FALSE,other,Not fleeing,FALSE
+Johnnie D. Carter,12/5/2017,shot,gun,24,M,B,Bassett,VA,FALSE,attack,Not fleeing,FALSE
+Jean Pedro Pierre,12/6/2017,shot,unarmed,42,M,B,Lauderdale Lakes,FL,TRUE,attack,Not fleeing,TRUE
+Robert Page,12/6/2017,shot,gun,71,M,,Coral Springs,FL,TRUE,undetermined,Not fleeing,FALSE
+Scott Addison,12/6/2017,shot,gun,49,M,W,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Jesse Cole Shuping,12/7/2017,shot,gun,35,M,W,Peshtigo,WI,FALSE,attack,Car,FALSE
+Kyler Grabbingbear,12/7/2017,shot,undetermined,19,M,N,Denver,CO,FALSE,undetermined,Foot,FALSE
+John Souder,12/7/2017,shot,gun,40,M,W,Old Forge,PA,FALSE,attack,Car,FALSE
+Frederick Douglas Wilburn,12/7/2017,shot,,34,M,B,Tucson,AZ,FALSE,attack,Car,FALSE
+Vernchoy Saechao,12/8/2017,shot,gun,22,M,A,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Juliun Pitcher,12/9/2017,shot,gun,16,M,W,Dover,DE,FALSE,attack,Not fleeing,FALSE
+James Newman,12/9/2017,shot,gun,69,M,W,Rose Bud,AR,FALSE,attack,Not fleeing,FALSE
+Kyle Zahacefski,12/10/2017,shot,knife,24,M,W,Point Loma,CA,FALSE,other,,FALSE
+Kyle Anthony Mihecoby,12/10/2017,shot,Taser,28,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Ira Crawford,12/10/2017,shot,knife,26,M,,Mobile,AL,FALSE,attack,Not fleeing,FALSE
+Frank Lopez,12/10/2017,shot and Tasered,knife,48,M,,Artesia,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/11/2017,shot,gun,,M,,Seattle,WA,FALSE,attack,Car,TRUE
+Stacy Micheletti,12/11/2017,shot,unknown weapon,51,M,W,Great Falls,MT,FALSE,other,,FALSE
+Marcia Metzger Aiken,12/12/2017,shot,undetermined,50,F,,Rincon,GA,TRUE,undetermined,,FALSE
+Jeremy Patscheck,12/13/2017,shot,vehicle,,M,,Northglenn,CO,FALSE,attack,,FALSE
+TK TK,12/13/2017,shot,unknown weapon,,M,,Hamilton,AL,FALSE,other,Not fleeing,FALSE
+Zoe Dowdell,12/14/2017,shot,,20,M,B,New Britain,CT,FALSE,other,Car,FALSE
+Clifford Keller,12/15/2017,shot,gun,34,M,W,McMinnville,TN,FALSE,attack,Not fleeing,FALSE
+Robert Allen Morrison,12/15/2017,shot,gun,57,M,,Lexington,VA,FALSE,attack,Foot,FALSE
+Eric Campbell,12/15/2017,shot,gun,,M,,Yonkers,NY,FALSE,other,Car,FALSE
+Adam Radcliffe,12/15/2017,shot,,30,M,,Wilmington,DE,FALSE,other,Car,FALSE
+Michael Wilson,12/17/2017,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,FALSE
+TK TK,12/17/2017,shot,unknown weapon,,M,,Charleston,TN,FALSE,other,Foot,FALSE
+Willy Floyd McCord,12/17/2017,shot,gun,52,M,,Bremerton,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Crumbley,12/17/2017,shot,shovel,52,M,,Valley Head,WV,FALSE,attack,Not fleeing,FALSE
+Todd A. Stone,12/18/2017,shot,hatchet,48,M,B,Oak Park,MI,FALSE,other,Not fleeing,FALSE
+Tom Heath,12/19/2017,shot,knife,56,M,,Mulberry,AR,TRUE,other,Foot,FALSE
+TK TK,12/19/2017,shot,knife,24,M,,The Colony,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/19/2017,shot,gun,,M,,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+Robert Edwards,12/20/2017,shot,toy weapon,33,M,W,Miami Township,OH,TRUE,other,Not fleeing,FALSE
+Charles McBride,12/20/2017,shot,gun,56,M,,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Frankie Anchondo,12/20/2017,shot,unarmed,35,M,,Farmington,NM,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2017,shot,gun,,M,,Oceanside,CA,FALSE,undetermined,Foot,FALSE
+Kameron Prescott,12/21/2017,shot,unarmed,6,M,W,Schertz,TX,FALSE,other,Not fleeing,FALSE
+Amanda Lenee Jones,12/21/2017,shot,pipe,30,F,,Schertz,TX,FALSE,other,Foot,FALSE
+Jose Aguero,12/21/2017,shot,gun,26,M,H,Greeley,CO,TRUE,other,Foot,FALSE
+Ahmed Aminamin El-Mofty,12/22/2017,shot,gun,51,M,,Harrisburg,PA,FALSE,attack,Foot,FALSE
+Jeffrey John Golnick,12/22/2017,shot,gun,40,M,W,Gilbert,MN,FALSE,attack,Foot,FALSE
+Lawrence McClellon,12/22/2017,shot,gun,62,M,,Pocatello,ID,FALSE,other,Not fleeing,FALSE
+Jesse Murillo,12/23/2017,shot,metal object,32,M,,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jesse Champney,12/23/2017,shot,undetermined,26,M,,Canaan,NH,FALSE,undetermined,Not fleeing,FALSE
+Evilio Gomez,12/24/2017,shot,machete,46,M,H,Progreso,TX,FALSE,other,Not fleeing,FALSE
+Cody Dalton Eyre,12/24/2017,shot,gun,20,M,W,Fairbanks,AK,TRUE,attack,Not fleeing,TRUE
+Charlie Joseph Murillo,12/24/2017,shot,knife,25,M,,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jacob Craig,12/25/2017,shot,gun,,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Adrian Escobar,12/25/2017,shot,gun,28,M,,Yakima,WA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Fritz Macalevy,12/25/2017,shot,gun,44,M,,Boring,OR,FALSE,attack,Car,FALSE
+Jose Garcia,12/26/2017,shot,undetermined,31,M,,Yakima,WA,TRUE,undetermined,Not fleeing,FALSE
+Robert Miller,12/26/2017,shot,gun,40,M,,Tulare,CA,FALSE,attack,Car,FALSE
+James Alan Berrones,12/26/2017,shot,gun,46,M,,Roswell,NM,FALSE,attack,,FALSE
+Jesse Scarsbrook,12/26/2017,shot,gun,28,M,B,Lawrence,IN,FALSE,attack,Car,FALSE
+Robo Raikoglo,12/26/2017,shot,gun,30,M,W,Desert Hot Springs,CA,FALSE,attack,Car,FALSE
+Brooke Amelia Camacho,12/26/2017,shot,gun,38,F,,Farmers Branch,TX,FALSE,attack,Not fleeing,FALSE
+Salvador Byassee,12/26/2017,shot,knife,34,M,,300 block of State Line Road,TN,FALSE,other,Other,FALSE
+Joshua Paul Spottedhorse,12/26/2017,shot,gun,36,M,N,Spokane,WA,FALSE,attack,Foot,TRUE
+Dennis Plowden,12/27/2017,shot,,25,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Andrew Finch,12/27/2017,shot,unarmed,28,M,W,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Kenneth J. Perna-Rutsky,12/27/2017,shot,gun,38,M,W,Chester,VA,TRUE,attack,Not fleeing,FALSE
+Isaiah Christian Green,12/28/2017,shot,gun,20,M,,Dover Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Baird,12/28/2017,shot,gun,37,M,,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+Corey Bailey,12/28/2017,shot,gun,30,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Jarvis Lykes,12/29/2017,shot,undetermined,35,M,,Columbus,GA,FALSE,other,Car,FALSE
+Marco Antonio Carlos,12/30/2017,shot,gun,31,M,H,Redwood City,CA,FALSE,attack,Not fleeing,FALSE
+Heath Wayne Hodges,12/30/2017,shot,undetermined,36,M,W,Crowell,TX,FALSE,undetermined,,FALSE
+Oscar Sandoval,12/30/2017,shot,gun,39,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Matthew Riehl,12/31/2017,shot,gun,37,M,,Highlands Ranch,CO,TRUE,attack,Not fleeing,TRUE
+Ernie Macias,12/31/2017,shot,,32,M,,Delano,CA,FALSE,other,Car,FALSE
+Mark Steven Parkinson,1/1/2018,shot,gun,65,M,W,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Archie Lawhon III,1/1/2018,shot,gun,42,M,W,Romance,AR,FALSE,attack,Not fleeing,FALSE
+Gary Johns,1/1/2018,shot,gun,65,M,W,Edgewater,FL,TRUE,attack,Not fleeing,TRUE
+Shana Diane Musquiz,1/2/2018,shot,gun,30,F,W,Camp Wood,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Elliot,1/2/2018,shot,gun,49,M,W,Ozark,AR,TRUE,attack,Not fleeing,FALSE
+Louis C. Miller,1/2/2018,shot,knife,66,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Shaleem Tindle,1/3/2018,shot,gun,28,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Robert Hansen,1/4/2018,shot,gun,27,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Brandon O. Cude,1/4/2018,shot,gun,31,M,W,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+William B. Oleson,1/5/2018,shot,gun,46,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Ledarren D. Mixon,1/5/2018,shot,gun,28,M,B,Whitehall,OH,FALSE,attack,Not fleeing,FALSE
+Andy Vo,1/5/2018,shot,gun,35,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Daniel Saavedra-Arreola,1/6/2018,shot,pole and knife,24,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Charles Smith Jr.,1/6/2018,shot,gun,17,M,B,Little Rock,AR,FALSE,attack,Not fleeing,FALSE
+Jonathan William Leroy,1/6/2018,shot,baseball bat,39,M,W,McLoud,OK,FALSE,other,Not fleeing,FALSE
+Richard Rangel,1/6/2018,shot,gun,21,M,W,Round Rock,TX,FALSE,attack,Not fleeing,FALSE
+Skyler Burnette,1/6/2018,shot,knife,21,M,N,Sparta,WI,FALSE,other,Not fleeing,FALSE
+Guillermo Mendoza,1/6/2018,shot,gun,57,M,H,San Carlos Park,FL,FALSE,attack,Not fleeing,FALSE
+Gregory Stough,1/6/2018,shot,vehicle,27,M,W,Manchester Township,PA,FALSE,other,Car,FALSE
+Jackie Harlan Roberts,1/6/2018,shot,gun,62,M,W,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+John Bailon,1/6/2018,shot and Tasered,unarmed,40,M,B,Los Lunas,NM,FALSE,other,Car,FALSE
+Trayvon Mitchell,1/7/2018,shot,gun,38,M,B,Lauderhill,FL,FALSE,other,Foot,FALSE
+Alejandro Valdez,1/7/2018,shot,knife,27,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Richard R. Towler,1/7/2018,shot,gun,54,M,B,Danville,VA,FALSE,attack,Not fleeing,FALSE
+Michael Bender,1/7/2018,shot,gun,27,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Tyler Miller,1/7/2018,shot and Tasered,unarmed,51,M,W,Sedona,AZ,TRUE,other,Not fleeing,FALSE
+TK TK,1/8/2018,shot,gun,,M,,Horn Lake,MS,FALSE,attack,Car,FALSE
+Eugene Loftis,1/8/2018,shot,gun,25,M,W,Church Hill,TN,FALSE,other,Not fleeing,FALSE
+Primitivo Macias-Rodriguez,1/8/2018,shot,gun,46,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Travis Griffin,1/8/2018,shot,gun,20,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Frank William Pawul,1/8/2018,shot and Tasered,gun,32,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thompson Nguyen,1/9/2018,shot,ax,27,M,A,San Jose,CA,TRUE,other,Not fleeing,TRUE
+Shalun Dique Smith,1/10/2018,shot,vehicle,21,M,B,Palmdale,CA,FALSE,other,Car,FALSE
+Jose Arroyo-Rosales,1/11/2018,shot,gun,60,M,H,Fort Worth,TX,FALSE,attack,,FALSE
+Justin Coy Adkins,1/11/2018,shot,gun,44,M,W,Lexington County,SC,FALSE,attack,Car,FALSE
+Jonathan Bennett,1/11/2018,shot,gun,23,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Jared S.R. Williams,1/12/2018,shot,gun,31,M,W,Elko,NV,FALSE,other,Not fleeing,FALSE
+Terry Amons,1/12/2018,shot,gun,43,M,B,Pittsburg,CA,FALSE,other,Not fleeing,FALSE
+Jason D. Whittemore,1/12/2018,shot,gun,39,M,W,Scottsville,KY,FALSE,other,Not fleeing,FALSE
+Remi Sabbe,1/12/2018,shot,gun,54,M,W,Sherwood,OR,FALSE,attack,Car,FALSE
+Amanuel Dagebo,1/12/2018,shot,gun,22,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Juan Valencia,1/12/2018,shot,gun,36,M,,Puyallup,WA,FALSE,attack,Car,FALSE
+Jeffrey Alan Burleson,1/12/2018,shot,gun,37,M,W,Cave Junction,OR,FALSE,attack,Not fleeing,FALSE
+Joseph Hilton,1/13/2018,shot,gun,42,M,W,Huntersville,NC,TRUE,other,Not fleeing,TRUE
+Christian Escobedo,1/14/2018,shot,gun,22,M,H,El Sereno,CA,FALSE,other,Not fleeing,FALSE
+Robert Martinez,1/15/2018,shot,gun,42,M,H,Eugene,OR,FALSE,other,Not fleeing,FALSE
+Nathan Giffin,1/16/2018,shot,gun,32,M,W,Montpelier,VT,FALSE,undetermined,Foot,FALSE
+Victor M. Reyes,1/16/2018,shot,unknown weapon,30,M,H,Bedford,TX,FALSE,other,Not fleeing,FALSE
+Kerry Lee Nield,1/16/2018,shot,gun,53,F,W,Gooding,ID,FALSE,attack,Not fleeing,FALSE
+Bailey Turner,1/16/2018,shot and Tasered,unarmed,27,M,W,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Geraldine Townsend,1/17/2018,shot,pellet gun,72,F,B,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jihad Merrick,1/17/2018,shot,gun,29,M,B,Nashua,IA,TRUE,attack,Car,FALSE
+Brian Gregory,1/17/2018,shot,gun,34,M,B,Memphis,TN,FALSE,other,Car,FALSE
+Donte D. Shannon,1/17/2018,shot,gun,26,M,B,Racine,WI,FALSE,attack,Foot,FALSE
+Jordan Keckhut,1/17/2018,shot,knife,22,M,H,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Joseph Edward Haynes,1/17/2018,shot,unarmed,16,M,W,Franklin County,OH,FALSE,other,Not fleeing,FALSE
+Kevin Sturgis,1/18/2018,shot,gun,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Marshall Coleman,1/19/2018,shot,knife,58,M,W,Boonville,IN,TRUE,attack,Not fleeing,FALSE
+Nicholas Daniel Moore,1/20/2018,shot,knife,23,M,W,Fairmont,MN,FALSE,other,Not fleeing,FALSE
+Jason Lappe,1/20/2018,shot,gun,44,M,W,Dunwoody,GA,FALSE,other,Not fleeing,FALSE
+Shannon Jason Cables,1/20/2018,shot,gun,46,M,W,Lake Wales,FL,FALSE,attack,Not fleeing,FALSE
+Arther McAfee Jr.,1/20/2018,shot,unarmed,61,M,B,Longview,TX,TRUE,other,Not fleeing,FALSE
+John Albers,1/20/2018,shot,,17,M,W,Overland Park,KS,TRUE,other,Car,FALSE
+Ronald Jay Lawson,1/21/2018,shot,,46,M,W,Rockledge,FL,FALSE,other,Car,FALSE
+Ilkka O. Hiironen,1/21/2018,shot,unknown weapon,35,M,W,Ebey Island,WA,TRUE,other,Not fleeing,FALSE
+Joshua Dale Prough,1/22/2018,shot,gun,36,M,W,Battle Creek,MI,TRUE,other,Not fleeing,FALSE
+Aaron Olivarez Candanoza,1/22/2018,shot,,28,M,H,Irving,TX,FALSE,other,Car,FALSE
+Jonathan Duane Atchley,1/22/2018,shot,unarmed,37,M,W,Sallisaw,OK,FALSE,other,Not fleeing,FALSE
+Edward C. Gandy,1/22/2018,shot,claimed to be armed,47,M,W,Millville,NJ,TRUE,other,,FALSE
+Joe Delira-Alires,1/22/2018,shot,gun,35,M,H,Pueblo,CO,FALSE,attack,Other,TRUE
+Joseph E. Knight,1/22/2018,shot,gun,40,M,W,Tulsa,OK,FALSE,other,Car,FALSE
+Scott Senior,1/22/2018,shot,unknown weapon,38,M,,Crescent City,CA,FALSE,attack,,FALSE
+Ricky Jerome Boyd,1/23/2018,shot,BB gun,24,M,B,Chatham County,GA,FALSE,attack,,TRUE
+Alvaro Herrera,1/23/2018,shot,pipe,18,M,H,League City,TX,FALSE,attack,Foot,FALSE
+Corey Mobley,1/23/2018,shot,unarmed,38,M,B,Bradenton,FL,TRUE,other,Car,FALSE
+Shane McVey,1/23/2018,shot,unknown weapon,54,M,W,Idaho Falls,ID,FALSE,other,Foot,FALSE
+Humberto Vera-Munoz,1/24/2018,shot,unknown weapon,27,M,H,Sparks,NV,FALSE,other,Foot,FALSE
+David Byron Kidney,1/24/2018,shot,gun,62,M,W,Union Township,MI,FALSE,attack,Not fleeing,FALSE
+William Charles Mackenzie,1/25/2018,shot,gun,66,M,W,Little Orleans,MD,FALSE,attack,Not fleeing,FALSE
+Ulises Valladares,1/25/2018,shot,unarmed,47,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Dustin Gonzales Castillo,1/25/2018,shot,knife,19,M,H,San Antonio,TX,FALSE,attack,Other,FALSE
+Steven Hutchins,1/25/2018,shot,toy weapon,27,M,W,Buford,GA,TRUE,attack,Not fleeing,FALSE
+Christopher Eric Giles,1/26/2018,shot,gun,23,M,W,Austin,TX,FALSE,attack,Car,FALSE
+Axell Vivas,1/26/2018,shot,gun,42,M,H,Las Vegas,NV,TRUE,other,,FALSE
+Nathaniel T. Edwards,1/26/2018,shot,,43,M,B,Rock Falls,IL,FALSE,attack,Car,FALSE
+Matthew Zimmerman,1/26/2018,shot,knife,42,M,W,Alton,IL,FALSE,attack,Not fleeing,FALSE
+William Pollard,1/27/2018,shot,knife,45,M,B,Walton,IN,TRUE,other,Not fleeing,FALSE
+Crystalline Barnes,1/27/2018,shot,,21,F,B,Jackson,MS,FALSE,attack,Car,FALSE
+Kirsten Kloppe,1/27/2018,shot,gun,43,F,W,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Anthony S. McDaniel,1/28/2018,shot,gun,45,M,W,London,KY,FALSE,attack,Not fleeing,FALSE
+Billy Lewis Rucker,1/28/2018,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Foot,TRUE
+Paul David Johnson,1/28/2018,shot,gun,38,M,W,Chamblee,GA,FALSE,attack,Foot,FALSE
+Gregory Kocian,1/28/2018,shot,gun,33,M,W,Conroe,TX,FALSE,attack,Car,FALSE
+TK TK,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Michael Hansford,1/29/2018,shot,knife,52,M,B,Bronx,NY,FALSE,other,Foot,TRUE
+Mark Renee Flores,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Ricky Leon Rusche,1/30/2018,shot,unarmed,40,M,W,Pink,OK,FALSE,other,Not fleeing,FALSE
+Gilbert Salas,1/31/2018,shot,knife,20,M,H,St. James,MN,FALSE,other,Foot,FALSE
+Adrian Valdez,1/31/2018,shot,knife,39,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+James M. Burks,2/1/2018,shot,unarmed,35,M,W,Waverly,OH,TRUE,attack,Foot,FALSE
+Albert E. Morton,2/1/2018,shot,,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Daniel O. El,2/1/2018,shot,gun,32,M,B,Peoria,IL,FALSE,attack,Foot,FALSE
+William Young,2/1/2018,shot,gun,56,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Anthony Joe Williams,2/1/2018,shot,gun,37,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Alexander W. Simpson,2/1/2018,shot,gun,32,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Brett Dontae Bush,2/1/2018,shot,knife,28,M,B,Clayton,GA,FALSE,other,Other,FALSE
+Taylor Schnortz,2/1/2018,shot,gun,26,M,W,Helena,MT,TRUE,other,,FALSE
+Billy Ray Riggs,2/1/2018,shot,vehicle,38,M,,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Charlie Shoupe,2/2/2018,shot,knife,27,M,W,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+TK TK,2/2/2018,shot,gun,,M,,Winters,TX,TRUE,attack,Not fleeing,FALSE
+Mitchell Kitchen,2/3/2018,shot,toy weapon,,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Alan Greenough,2/3/2018,shot,unarmed,43,M,W,Reading,MA,FALSE,other,Foot,FALSE
+Ernie Lizana,2/3/2018,shot,gun,49,M,W,Gulfport,MS,FALSE,attack,Foot,FALSE
+Anthony Jacob Weber,2/4/2018,shot,gun,16,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jason Richard Sienze,2/5/2018,shot,gun,35,M,W,Nice,CA,FALSE,other,Not fleeing,FALSE
+Manuel Zetina,2/5/2018,shot,gun,19,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+James Benny Hobbs,2/6/2018,shot,unarmed,59,M,W,St. Augustine,FL,FALSE,other,Not fleeing,FALSE
+Alex Duran,2/6/2018,shot,knife,29,M,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Paul Mono,2/6/2018,shot,gun,65,M,,Laguna Woods,CA,FALSE,attack,Not fleeing,FALSE
+Cesar Bautista,2/6/2018,shot,,37,M,H,Los Angeles,CA,FALSE,other,Car,FALSE
+Hugo Steven Selva,2/7/2018,shot and Tasered,,22,M,W,Lantana,FL,FALSE,attack,Car,FALSE
+Lloyd Harris,2/8/2018,shot,BB gun,40,M,W,Antioch,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Colon,2/8/2018,shot,knife,35,M,H,Grant-Valkaria,FL,TRUE,other,Not fleeing,FALSE
+Tierre Guthrie,2/9/2018,shot,gun,39,M,B,Locust Grove,GA,FALSE,attack,Not fleeing,FALSE
+David Darden,2/9/2018,shot,vehicle,36,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+John Hamilton,2/9/2018,shot,gun,78,M,W,Flagstaff,AZ,FALSE,other,Not fleeing,TRUE
+Steven Tyler Reed,2/10/2018,shot,toy weapon,25,M,W,Columbus,OH,FALSE,undetermined,Foot,FALSE
+Troy Jacques,2/10/2018,shot,gun,41,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Michael Weber,2/10/2018,shot,gun,63,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Sidney T. Richardson,2/10/2018,shot and Tasered,machete,48,M,B,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Benjamin Gregware,2/11/2018,shot,gun,42,M,W,Bolton,VT,TRUE,other,Not fleeing,FALSE
+Mark Daniels,2/11/2018,shot,gun,39,M,B,Pittsburgh,PA,FALSE,attack,Foot,FALSE
+TK TK,2/11/2018,shot,gun,,M,,Grant,OK,FALSE,attack,Not fleeing,FALSE
+Raymond Bishop,2/12/2018,shot,gun,84,M,W,Homestead,FL,TRUE,attack,Not fleeing,FALSE
+Ronnell Foster,2/13/2018,shot,unarmed,33,M,B,Vallejo,CA,FALSE,attack,Foot,FALSE
+Peter Le,2/13/2018,shot,gun and knife,52,M,A,Denver,CO,FALSE,other,Not fleeing,FALSE
+Dawn Elika Center,2/13/2018,shot,gun,48,F,W,Willits,CA,FALSE,other,Car,FALSE
+TK TK,2/14/2018,shot,gun,,M,,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Jimmy Terry,2/14/2018,shot,knife,30,M,B,Merrillville,IN,TRUE,attack,Not fleeing,FALSE
+Travis D. Tucker,2/14/2018,shot,gun,29,M,W,Kokomo,IN,FALSE,other,Not fleeing,FALSE
+Preston Ray Holloway,2/14/2018,shot,gun,27,M,W,Belton,MO,TRUE,attack,Other,FALSE
+Donald Fulton,2/14/2018,shot,gun,41,M,W,Mobile,AL,TRUE,attack,Not fleeing,FALSE
+Arthur Joseph Gonzales,2/15/2018,shot,gun,57,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Fordell Hill,2/15/2018,shot,gun,27,M,N,Montezuma Creek,UT,FALSE,attack,Car,FALSE
+Wesley Taylor,2/15/2018,shot,gun,58,M,W,Henderson,NC,FALSE,attack,Not fleeing,FALSE
+Tim Berger,2/16/2018,shot,unknown weapon,59,M,W,Cocoa Beach,FL,TRUE,undetermined,,FALSE
+Odrey Paul Reed,2/16/2018,shot,undetermined,39,M,W,Sissonville,WV,TRUE,undetermined,,FALSE
+Lamar Green,2/17/2018,shot,gun,28,M,B,Inwood,WV,FALSE,attack,Not fleeing,FALSE
+Ryan Batchelder,2/17/2018,shot,,28,M,W,Hernando,FL,FALSE,other,Not fleeing,FALSE
+Nathaniel Montoya,2/17/2018,shot,,23,M,H,Las Cruces,NM,FALSE,other,Car,FALSE
+Paul Stanley Strickland,2/17/2018,shot,gun,55,M,W,Catoosa,OK,TRUE,attack,Not fleeing,FALSE
+Ernest Manuel Montelongo,2/18/2018,shot,gun,33,M,H,Guadalupe County,TX,FALSE,attack,Car,FALSE
+Jason Seavers,2/19/2018,shot,gun,41,M,,Seattle,WA,FALSE,attack,Not fleeing,FALSE
+Thomas Vincent Alvarez,2/19/2018,shot,gun,23,M,H,Austin,TX,TRUE,attack,Other,FALSE
+Lawrence Shaw,2/19/2018,shot,knife,45,M,B,Denton,TX,FALSE,other,Foot,TRUE
+Glenn Tyndell,2/21/2018,shot,gun,37,M,B,Fort Washington,MD,FALSE,attack,Car,FALSE
+Lonnie Smith,2/21/2018,shot,gun,21,M,B,Montgomery,AL,FALSE,attack,Foot,FALSE
+Michael Andrew Schieffer,2/21/2018,shot,gun,27,M,W,Stutsman County,ND,FALSE,attack,Car,FALSE
+Edward Hallinan,2/21/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Lee Edward Bonner,2/21/2018,shot,gun,37,M,B,Jackson,MS,FALSE,attack,Foot,FALSE
+Darion Baker,2/21/2018,shot,unarmed,22,M,B,Stratford,TX,FALSE,other,Car,FALSE
+Joshua D. Babb,2/22/2018,shot,gun,26,M,B,Church Hill,TN,FALSE,other,,FALSE
+Jacob Uptain,2/22/2018,shot,gun,27,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Mario Dantoni Bass,2/23/2018,shot,unarmed,37,M,B,Woodbridge,VA,FALSE,other,Foot,FALSE
+Douglas Kemp,2/23/2018,shot,toy weapon,58,M,W,Evansville,IN,FALSE,other,Not fleeing,FALSE
+Randall Beymer,2/24/2018,shot,toy weapon,62,M,W,Monongalia,WV,FALSE,attack,Not fleeing,TRUE
+Haydon Taylor,2/25/2018,shot,knife,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Douglas Oneyear,2/25/2018,shot,sword,36,M,W,Casper,WY,FALSE,other,Foot,FALSE
+TK TK,2/25/2018,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Aaron Clifford Fike,2/26/2018,shot,gun,27,M,W,Crawford County,OH,FALSE,attack,Foot,FALSE
+Joshua Kinnard,2/26/2018,shot,gun,37,M,W,Gilbert,AZ,FALSE,attack,,FALSE
+Ethan Straub,2/26/2018,shot,gun,25,M,W,Wamego,KS,FALSE,attack,Not fleeing,FALSE
+William Watson,2/26/2018,shot,gun,40,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Orbel Nazarians,2/26/2018,shot and Tasered,machete,22,M,W,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Marlon Smith,2/27/2018,shot,gun,29,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Dustin James Case,2/27/2018,shot,gun,20,M,W,Chester,SC,FALSE,other,Car,TRUE
+Curtis Bradley Ware,2/27/2018,shot,gun,33,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Qawi A. Muhammad,2/28/2018,shot,gun,48,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ernesto Michel,2/28/2018,shot,unknown weapon,47,M,H,Alamosa,CO,FALSE,other,Not fleeing,FALSE
+Timothy M. Gray,3/1/2018,shot,machete,40,M,B,Henrico,VA,FALSE,other,Car,FALSE
+Joel Jacobo,3/1/2018,shot,unknown weapon,29,M,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jose D. Gomez Burgos,3/2/2018,shot,unknown weapon,29,M,H,Bristol Township,PA,FALSE,other,Not fleeing,FALSE
+Stephen Hudak,3/2/2018,shot,gun,44,M,W,Glendale,AZ,FALSE,attack,Foot,FALSE
+Christopher Race,3/2/2018,shot,knife,36,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/2/2018,shot,undetermined,31,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Erik Dunham,3/2/2018,shot,gun,48,M,W,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+James Vaughn,3/2/2018,shot,unknown weapon,49,M,B,Clarksville,TX,FALSE,attack,Not fleeing,TRUE
+Amanda Alvarez,3/3/2018,shot,piece of wood,38,F,H,Pima County,AZ,FALSE,other,Not fleeing,FALSE
+Michael McEntee,3/3/2018,shot,gun,70,M,,Johnson County,MO,FALSE,attack,Not fleeing,FALSE
+Marvin McMillian,3/3/2018,shot,gun,41,M,B,Gulfport,MS,FALSE,attack,Not fleeing,FALSE
+Angel Luis Ortiz,3/4/2018,shot,toy weapon,,M,H,Abington Township,PA,FALSE,other,Not fleeing,FALSE
+Brandon Kuhlman,3/5/2018,shot,gun,28,M,W,Sandpoint,ID,TRUE,attack,Not fleeing,FALSE
+David Willoughby,3/5/2018,shot,toy weapon,33,M,W,Carroll County,GA,FALSE,attack,Not fleeing,FALSE
+Ryan L. Smith,3/5/2018,shot,knife,44,M,W,Lakeland,FL,TRUE,other,Foot,FALSE
+Robert Lewis Yates,3/5/2018,shot,gun,65,M,W,Barnwell,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,3/5/2018,shot,gun,,M,,Kansas City,MO,FALSE,attack,,FALSE
+Steven Dalton,3/5/2018,shot,gun,35,M,W,Oil Springs,KY,TRUE,attack,Not fleeing,FALSE
+Andrew Rossi,3/5/2018,shot,knife,25,M,W,Farmington,NM,FALSE,other,Not fleeing,FALSE
+Michael Kline,3/6/2018,shot,gun,40,M,W,North Manchester,IN,FALSE,attack,Not fleeing,TRUE
+Michael Reynolds,3/6/2018,shot,gun,36,M,W,Terre Haute,IN,TRUE,attack,Not fleeing,FALSE
+Steven Peters,3/6/2018,shot,gun,55,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Jesus Delgado-Duarte,3/6/2018,shot,gun,19,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Louis Troy Risinger,3/6/2018,shot,gun,70,M,W,Shelbyville,TX,FALSE,other,Not fleeing,FALSE
+James E. Waters,3/6/2018,shot,gun,37,M,B,Clinton,MO,TRUE,attack,Not fleeing,FALSE
+Donald McFarlane,3/7/2018,shot,gun,53,M,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Amelia Huron-Macias,3/7/2018,shot,unarmed,84,F,W,Bexar County,TX,FALSE,other,Not fleeing,FALSE
+Victor Ancira,3/7/2018,shot and Tasered,pick-axe,46,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamil Harvey,3/8/2018,shot,gun,29,M,B,Spotsylvania,VA,FALSE,attack,Other,FALSE
+TK TK,3/8/2018,shot,toy weapon,,M,,Pottstown,PA,TRUE,other,Not fleeing,FALSE
+Dwight Heckman,3/8/2018,shot,gun,27,M,N,Pilot Station,AK,FALSE,attack,Foot,FALSE
+TK TK,3/8/2018,shot,undetermined,,M,,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Alkeeta Allena Walker,3/9/2018,shot,knife,32,F,W,Tarpon Springs,FL,FALSE,other,Not fleeing,FALSE
+David Gardea,3/9/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Hieu Than,3/9/2018,shot,knife,38,M,A,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Stacey Reynolds,3/10/2018,shot,gun,20,M,B,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Orion Godbout,3/10/2018,shot,gun,45,M,H,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Pawlik,3/11/2018,shot,gun,32,M,W,Oakland,CA,TRUE,attack,Not fleeing,FALSE
+Andy Lucero,3/11/2018,shot,gun,48,M,H,Fort Sumner,NM,FALSE,other,Foot,FALSE
+Juan Garcia Alvarez,3/11/2018,shot,gun,57,M,H,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Decynthia Clements,3/12/2018,shot,knife,34,F,B,Elgin,IL,TRUE,other,Car,TRUE
+Jaden Marsh,3/12/2018,shot,gun,16,M,W,Midland,MI,TRUE,attack,Foot,FALSE
+Kenneth Scott Townley,3/12/2018,shot,gun,47,M,W,Blackman Township,MI,FALSE,attack,Foot,FALSE
+Brisco Tim Woodell,3/12/2018,shot,gun,61,M,W,Lexington,NC,FALSE,attack,Not fleeing,FALSE
+Justin Lee Dietrich,3/12/2018,shot,,32,M,W,West Fargo,ND,FALSE,attack,Car,FALSE
+Corky Lee Oliver,3/12/2018,shot,gun,31,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Michael Ward,3/12/2018,shot and Tasered,baseball bat,46,M,B,Manhasset,NY,FALSE,attack,Not fleeing,FALSE
+Jontell Reedom,3/12/2018,shot and Tasered,baton,27,M,B,Tulare,CA,TRUE,attack,Foot,FALSE
+Bryan Liles,3/13/2018,shot,gun,31,M,W,Sandy,UT,FALSE,other,Not fleeing,FALSE
+Ryan Chapman,3/14/2018,shot,,26,M,W,Keizer,OR,FALSE,other,Foot,FALSE
+Shermichael Ezeff,3/14/2018,shot,unarmed,31,M,B,East Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+TK TK,3/14/2018,shot,unknown weapon,,M,,Parmelee,SD,FALSE,other,,FALSE
+Cameron Hall,3/15/2018,shot and Tasered,unarmed,27,M,B,Casa Grande,AZ,FALSE,attack,Not fleeing,FALSE
+James Alfonso Vaughn,3/16/2018,shot,gun,49,M,B,Clarksville,TN,FALSE,attack,Not fleeing,FALSE
+Mark Clinton Harrell,3/16/2018,shot,knife,26,M,W,Jonesborough,TN,TRUE,other,Foot,FALSE
+William Langfitt,3/16/2018,shot,knife,28,M,W,Elk Plain,WA,TRUE,other,Not fleeing,FALSE
+Bobby Lovin,3/16/2018,shot,ax,62,M,W,Burnsville,NC,FALSE,other,,FALSE
+TK TK,3/16/2018,shot,undetermined,34,M,,Harris County,TX,FALSE,attack,Not fleeing,FALSE
+Osbaldo Jimenez Ramirez,3/17/2018,shot,gun,50,M,H,Valley View,CA,FALSE,other,Car,FALSE
+TK TK,3/18/2018,shot,,,M,,Lancaster,TX,FALSE,attack,Car,FALSE
+Stephon Clark,3/18/2018,shot,unarmed,23,M,B,Sacramento,CA,FALSE,other,Foot,TRUE
+Manuel Borrego,3/18/2018,shot,knife,40,M,H,South El Monte,CA,FALSE,other,Foot,FALSE
+Quintin J. Horner,3/19/2018,shot,gun,50,M,N,Utica,KY,FALSE,attack,Other,FALSE
+Michael Lavelle Holliman,3/19/2018,shot,crossbow,50,M,W,Lone Rock,AR,FALSE,other,Not fleeing,FALSE
+Steven Nguyen,3/19/2018,shot,unarmed,27,M,A,Denver,CO,FALSE,other,Car,FALSE
+Jermaine Massey,3/19/2018,shot and Tasered,knife,35,M,B,Greenville,SC,FALSE,other,Not fleeing,TRUE
+Joel Pflum,3/20/2018,shot,gun,32,M,W,Scott County,KY,FALSE,attack,Not fleeing,FALSE
+Kent Earl Pittman,3/20/2018,shot,gun,56,M,W,Timberlake,NC,TRUE,attack,Not fleeing,FALSE
+Chance Christopher Haegele,3/20/2018,shot,gun,20,M,W,Winter Haven,FL,TRUE,attack,Not fleeing,FALSE
+Scott Mielentz,3/20/2018,shot,gun,56,M,W,Princeton,NJ,FALSE,other,Not fleeing,FALSE
+Duane Preciado,3/21/2018,shot,gun,39,M,N,Owasso,OK,TRUE,attack,Not fleeing,TRUE
+Mark Allen Lunn,3/21/2018,shot,knife,47,M,W,Mannford,OK,TRUE,other,Not fleeing,FALSE
+Jason M. Raffaeli,3/21/2018,shot,gun,25,M,W,Amelia Island,FL,TRUE,attack,Not fleeing,FALSE
+Jehad Eid,3/21/2018,shot,gun,21,M,A,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Angel Uolla,3/21/2018,shot,knife,18,M,H,Littlefield,TX,FALSE,attack,Foot,FALSE
+Santiago Calderon,3/22/2018,shot,gun,36,M,H,Aurora,IL,FALSE,attack,Foot,FALSE
+Danny Thomas,3/22/2018,shot,unarmed,35,M,B,Greenspoint,TX,TRUE,attack,Not fleeing,FALSE
+Michael Leroy McGinnis,3/23/2018,shot,gun,29,M,W,Abilene,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Young,3/23/2018,shot,unarmed,32,M,,Bogalusa,LA,FALSE,attack,Not fleeing,FALSE
+Steven Cortez,3/23/2018,shot,gun,20,M,H,Childress,TX,FALSE,attack,Foot,FALSE
+Linus F. Phillip,3/23/2018,shot,,30,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kevin Hall,3/23/2018,shot,unknown weapon,40,M,W,Genesee Township,MI,FALSE,other,Car,FALSE
+Robert Vega,3/23/2018,shot,incendiary device,48,M,H,Douglas,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/23/2018,shot,unknown weapon,,M,,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+Kevin Robles,3/23/2018,shot and Tasered,knife,23,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Nikolai Yakunin,3/24/2018,shot,unarmed,42,M,W,Nikolaevsk,AK,FALSE,attack,Not fleeing,FALSE
+Zander M. Clark,3/24/2018,shot,knife,20,M,N,Anchorage,AK,FALSE,other,Foot,FALSE
+Kaitlin Marie Demeo,3/24/2018,shot,gun,25,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Hugo Alvarez,3/25/2018,shot,gun,28,M,H,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Nathan C. Castle,3/26/2018,shot,gun,34,M,W,Wise County,VA,FALSE,other,Car,FALSE
+Juan Carlos Romero,3/27/2018,shot,gun,41,M,H,Sanford,NC,FALSE,attack,Not fleeing,TRUE
+Isaac Michael Scroggie,3/27/2018,shot,unarmed,24,M,W,Midway,FL,TRUE,attack,Other,TRUE
+Evan Bashir,3/27/2018,shot,unknown weapon,29,M,W,Nampa,ID,FALSE,undetermined,Not fleeing,FALSE
+Holly Knighton,3/27/2018,shot,vehicle,33,F,W,Montgomery,AL,FALSE,attack,Car,FALSE
+Jose Aaron Gonzalez,3/27/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+William John Dominguez,3/28/2018,shot,gun and knife,31,M,W,Stillwater,OK,TRUE,other,Not fleeing,FALSE
+Aaron Ibrahem,3/28/2018,shot,gun,26,M,W,Lower Macungie Township,PA,FALSE,attack,Foot,FALSE
+Jesse Kilgus,3/28/2018,shot,gun,51,M,W,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Gerald Richard Johns,3/28/2018,shot,,64,M,W,Sylacauga,AL,FALSE,attack,Car,FALSE
+Robert B. Shaw,3/28/2018,shot,gun,29,M,W,Swansea,SC,TRUE,other,Car,FALSE
+George Pappas,3/28/2018,shot,knife,61,M,W,Surprise,AZ,FALSE,other,Not fleeing,FALSE
+Marco Antonio Saavedra,3/29/2018,shot,gun,44,M,H,Pasadena,TX,TRUE,attack,Other,TRUE
+Rodney Toler,3/29/2018,shot,gun,39,M,B,Charleston,WV,TRUE,attack,Car,FALSE
+James Decoursey,3/29/2018,shot,gun,35,M,W,Clarksville,TN,FALSE,other,Other,FALSE
+Christopher Gatewood,3/29/2018,shot and Tasered,knife,39,M,W,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Edward Van McCrae,3/30/2018,shot,gun,60,M,B,Winston-Salem,NC,FALSE,other,Not fleeing,FALSE
+Timothy Breckenridge,3/30/2018,shot,toy weapon,42,M,W,Atwater,CA,FALSE,other,Not fleeing,FALSE
+Jason Birt,3/31/2018,shot,machete,27,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Nicolas Sedano,3/31/2018,shot,,21,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Cresencio Rodriguez,4/1/2018,shot,gun,33,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Bobby Hinton,4/1/2018,shot,gun,60,M,B,New Llano,LA,FALSE,attack,Not fleeing,FALSE
+Joseph Walden Johnson,4/1/2018,shot,gun,24,M,W,Goodbee,LA,FALSE,attack,Car,FALSE
+Timothy Wyatt,4/1/2018,shot,gun,41,M,B,Tampa,FL,FALSE,attack,Car,FALSE
+Brian Bellamy,4/1/2018,shot,knife,41,M,B,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Christopher Hall,4/1/2018,shot,gun,34,M,B,Jackson,MI,TRUE,attack,Not fleeing,FALSE
+Luis Yair Alvarez,4/1/2018,shot,knife,23,M,H,Brownsville,TX,TRUE,other,Not fleeing,FALSE
+Donald McCarter,4/1/2018,shot,knife,38,M,W,Belton,MO,FALSE,other,,FALSE
+John Wussler,4/1/2018,shot,gun,58,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Jeffrey Louis Parker,4/3/2018,shot,gun,49,M,W,Huntsville,AL,TRUE,undetermined,Not fleeing,TRUE
+Deshawn Antonio Carswell,4/4/2018,shot,knife,27,M,B,Okmulgee,OK,TRUE,other,Not fleeing,FALSE
+Adan Rene Marrero,4/4/2018,shot,gun,34,M,H,Corpus Christi,TX,FALSE,other,Foot,FALSE
+Saheed Vassell,4/4/2018,shot,metal pipe,34,M,B,New York,NY,TRUE,attack,Not fleeing,FALSE
+Grady Parks,4/4/2018,shot,gun,70,M,,Molena,GA,FALSE,attack,Not fleeing,FALSE
+Alexis Stinson,4/4/2018,shot,gun,44,F,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kelvin Baldwin,4/4/2018,shot,gun,30,M,W,Mesa,AZ,FALSE,attack,Foot,FALSE
+Robert Litolff,4/5/2018,shot,gun,81,M,W,Greece,NY,FALSE,attack,Not fleeing,FALSE
+William Frazier,4/5/2018,shot,gun,40,M,W,Volant,PA,FALSE,attack,Not fleeing,FALSE
+Terrance Eppenger,4/5/2018,shot,knife,27,M,B,South Bend,IN,FALSE,other,Not fleeing,FALSE
+Diante Yarber,4/5/2018,shot,vehicle,26,M,B,Barstow,CA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Prasad,4/5/2018,shot,gun,18,M,A,Fremont,CA,FALSE,attack,Foot,FALSE
+Raymond Lyle Bell,4/5/2018,shot,gun,59,M,W,Reynoldsville,WV,FALSE,other,Foot,TRUE
+Rafael Ramirez,4/5/2018,shot,knife,56,M,H,South Bend,IN,TRUE,other,Not fleeing,FALSE
+Junior Davis Lopez,4/5/2018,shot,gun,22,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Jonathan Erick Alexander,4/6/2018,shot,gun,26,M,,Marysville,CA,FALSE,attack,Car,FALSE
+Antonio Aquino,4/6/2018,shot,gun,34,M,A,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Yielding,4/6/2018,shot,knife,23,M,W,Searcy County,AR,FALSE,attack,Foot,FALSE
+Mitchell Nelson,4/6/2018,shot,gun,36,M,W,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+John A. Elifritz,4/7/2018,shot,knife,48,M,W,Portland,OR,TRUE,other,Other,FALSE
+Larry Siordia,4/7/2018,shot,gun,33,M,W,Oroville,CA,FALSE,attack,Not fleeing,FALSE
+Carlos Roman Urias,4/8/2018,shot,toy weapon,24,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Juan Markee Jones,4/8/2018,shot,unarmed,25,M,B,Danville,VA,FALSE,other,Other,TRUE
+Elijah James Smith,4/8/2018,shot,screwdriver,20,M,B,West Valley City,UT,FALSE,other,Foot,TRUE
+Russell Bowman,4/8/2018,shot,screwdriver,45,M,W,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Daniel Joseph Carver,4/9/2018,shot,gun,29,M,W,Reseda,CA,FALSE,other,Foot,TRUE
+James Matthew Rogers,4/9/2018,shot,gun,34,M,W,Oaks,OK,FALSE,other,Not fleeing,TRUE
+Robert George Issa,4/9/2018,shot and Tasered,knife,23,M,W,Troy,MI,FALSE,attack,Not fleeing,FALSE
+Zachary Glen Hoven,4/9/2018,shot and Tasered,knife,29,M,W,Billings,MT,FALSE,attack,Not fleeing,TRUE
+Shawn Michael Hubbard,4/10/2018,shot,toy weapon,44,M,W,Billings,MT,FALSE,other,Not fleeing,FALSE
+Mark Powell,4/10/2018,shot,gun,39,M,,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Grechario Mack,4/10/2018,shot,knife,30,M,B,Baldwin Hills,CA,TRUE,other,Foot,FALSE
+Antonino Thomas Gordon,4/10/2018,shot,,28,M,W,Royal Oak,MI,FALSE,other,Car,FALSE
+Betty Lemoine,4/11/2018,shot,gun,71,F,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kenneth Ross,4/11/2018,shot,gun,25,M,B,Gardena,CA,FALSE,attack,Not fleeing,FALSE
+Keith Alan Kent,4/11/2018,shot,gun,61,M,W,Pembroke,NY,TRUE,attack,Not fleeing,TRUE
+Chad Eric Montgomery,4/11/2018,shot,machete,39,M,W,Sparta,NC,FALSE,other,Not fleeing,TRUE
+Kendall Lemoine,4/11/2018,shot,gun,50,M,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Dashaun Shepard,4/12/2018,shot,gun,,M,B,Atlanta,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin Evans,4/12/2018,shot,gun,23,M,W,Lake Elmo,MN,TRUE,undetermined,Not fleeing,FALSE
+Rumondale Jones,4/12/2018,shot,knife,39,M,B,Helena-West Helena,AR,FALSE,attack,Not fleeing,FALSE
+Steven Brooks,4/12/2018,shot,gun,45,M,B,Washington,PA,FALSE,attack,Other,FALSE
+TK TK,4/12/2018,shot,glass shard,,M,,Trinidad,CO,FALSE,other,Not fleeing,FALSE
+Kenneth Warren Resendez,4/13/2018,shot,knife,34,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Bruce Arnold Allee,4/13/2018,shot,gun,31,M,W,Thornton,CO,FALSE,other,Car,FALSE
+Jose Pietri,4/14/2018,shot,gun,55,M,H,Millville,NJ,FALSE,other,Car,FALSE
+Andre Lavance Rippy,4/14/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Other,FALSE
+Jessie Thedford,4/14/2018,shot,vehicle,32,M,W,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Eduardo Andrade,4/14/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Petrica Peter Muntean,4/14/2018,shot,toy weapon,24,M,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Ruben Stewart,4/15/2018,shot,knife,36,M,N,Lodge Grass,MT,FALSE,other,Not fleeing,FALSE
+Lonnie Marcel Bowen,4/17/2018,shot,screwdriver,41,M,B,Magna,UT,TRUE,attack,Car,FALSE
+Sanchez Lowe,4/17/2018,shot,,25,M,B,Austell,GA,FALSE,attack,Car,FALSE
+Justin Monjay,4/17/2018,shot,vehicle,39,M,W,Tishomingo,OK,FALSE,attack,Car,FALSE
+Charles Whitley,4/17/2018,shot,,40,M,W,Cumberland County,KY,FALSE,attack,Car,FALSE
+Justin Oakes,4/18/2018,shot,knife,32,M,W,Douglasville,GA,FALSE,attack,Not fleeing,TRUE
+William Ray Simcoe,4/18/2018,shot,gun,45,M,W,Greene County,MO,FALSE,attack,Foot,FALSE
+Dytadious Mobley,4/18/2018,shot,gun,31,M,B,Fort Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+Delorean Pikyavit,4/18/2018,shot,knife,32,M,N,Sugar House,UT,TRUE,other,Not fleeing,FALSE
+David Teneyuque,4/18/2018,shot,gun,48,M,B,Pavilion Township,MI,FALSE,attack,Not fleeing,FALSE
+Lockwood Adrian Gibson,4/20/2018,shot,vehicle,49,M,W,Foresthill,CA,TRUE,other,Car,FALSE
+James Bauduy,4/20/2018,shot,unarmed,48,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Matthew G. Brown,4/20/2018,shot,gun,18,M,W,Mackinaw,IL,FALSE,attack,Not fleeing,FALSE
+Timothy Wayne Anderson,4/21/2018,shot,knife,48,M,W,Boone,IA,FALSE,other,,FALSE
+Terrence Carlton,4/21/2018,shot,gun,25,M,B,Memphis,TN,FALSE,other,Foot,FALSE
+Matthew Hartman,4/22/2018,shot,gun,27,M,W,West Olive,MI,FALSE,attack,Not fleeing,FALSE
+Miguel Escalona Vivas,4/22/2018,shot,gun,37,M,H,Louisville,KY,FALSE,attack,Foot,FALSE
+Jesse Pena,4/24/2018,shot,gun,44,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Demonjhea Jordan,4/24/2018,shot,gun,27,M,B,Louisville,KY,FALSE,attack,,TRUE
+TK TK,4/24/2018,shot,gun,,M,,Harmony,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,4/24/2018,shot,gun,,M,,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Jese Paul Schlegel,4/25/2018,shot,gun,41,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Isaac Jackson,4/25/2018,shot,knife,42,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Boeh,4/25/2018,shot,gun,36,M,W,Denver,CO,FALSE,other,Car,FALSE
+James D. Warren,4/25/2018,shot,gun,89,M,,Grand Canyon Caverns,AZ,TRUE,attack,Not fleeing,FALSE
+Carlos Deone High,4/25/2018,shot,gun,37,M,B,Grand Prairie,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Lamar Carter,4/26/2018,shot,knife,22,M,,Vernon,TX,FALSE,attack,Car,FALSE
+Myra Lisa Micalizio,4/26/2018,shot,,56,F,W,Palermo,CA,FALSE,attack,Car,TRUE
+Brian Scott Tietze,4/26/2018,shot,gun,35,M,,Shelby Township,MI,TRUE,attack,Not fleeing,FALSE
+Shukri Ali Said,4/28/2018,shot,knife,36,F,A,Johns Creek,GA,TRUE,other,Not fleeing,FALSE
+David Navarro,4/28/2018,shot,gun,46,M,W,Northglenn,CO,FALSE,other,Not fleeing,FALSE
+Nolberto Hernandez Leon,4/28/2018,shot,gun,26,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Joseph L. Hoffman,4/28/2018,shot,gun,41,M,W,Casselberry,FL,FALSE,attack,Not fleeing,FALSE
+Brandon Busher,4/29/2018,shot,unarmed,38,M,W,Shreveport,LA,FALSE,attack,Foot,FALSE
+TK TK,4/29/2018,shot,unknown weapon,42,M,W,Redlands,CA,FALSE,other,Not fleeing,FALSE
+Michael Scott Knibbs,4/29/2018,shot,gun,47,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Joshua Lee Ewing,4/29/2018,shot,gun,26,M,W,Moorland,IA,FALSE,attack,Not fleeing,FALSE
+Abadi Gebregziber,4/30/2018,shot,knife,64,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Vigil Wolford,4/30/2018,shot and Tasered,knife,59,M,,Columbus,OH,FALSE,undetermined,,FALSE
+TK TK,5/1/2018,shot,gun,,M,,San Antonio,TX,FALSE,attack,Car,FALSE
+TK TK,5/1/2018,shot,gun,,M,,Quartzsite,AZ,FALSE,attack,Other,FALSE
+Roger Fortner,5/1/2018,shot,samurai sword,49,M,W,League City,TX,FALSE,other,Not fleeing,FALSE
+Jason Wayne Traversie,5/2/2018,shot,ax,44,M,W,Box Elder,SD,FALSE,other,,FALSE
+Billy Carson Pike,5/2/2018,shot,gun,48,M,W,Liberty,NC,FALSE,attack,Not fleeing,FALSE
+Manuel G. Palacio,5/2/2018,shot,gun,27,M,H,Kansas City,KS,FALSE,other,,FALSE
+Timothy Raye Mayfield,5/2/2018,shot,gun,67,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Damion Collier,5/2/2018,shot,gun,24,M,B,Columbus,GA,FALSE,attack,Car,FALSE
+Anthony Trujillo,5/3/2018,shot,machete,26,M,H,Orosi,CA,TRUE,attack,Not fleeing,FALSE
+Sean Louis Justin,5/3/2018,shot,knife,28,M,W,Sandia,TX,FALSE,attack,Not fleeing,FALSE
+Christopher A. Wolfe,5/4/2018,shot,gun,21,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+John Corneil,5/4/2018,shot,toy weapon,54,M,,Oakfield,ME,FALSE,other,Not fleeing,FALSE
+Mitchell Simmons,5/5/2018,shot,gun,24,M,W,Kettering,OH,FALSE,attack,Not fleeing,FALSE
+Stephen Charles Arthur,5/5/2018,shot,gun,51,M,,Scottsdale,AZ,FALSE,attack,Foot,FALSE
+Matthew Mathison,5/5/2018,shot,gun,59,M,,Bexar County,TX,TRUE,attack,Foot,FALSE
+Savannah Hill,5/5/2018,shot,vehicle,21,F,W,Aurora,MO,FALSE,attack,Car,FALSE
+Dwight Dearth,5/6/2018,shot,gun,73,M,W,Fairview,OH,TRUE,attack,Not fleeing,FALSE
+Franklin Robert Vaughn,5/6/2018,shot,gun,39,M,W,Prague,OK,FALSE,attack,Car,FALSE
+Terence Leslie,5/6/2018,shot,Taser,32,M,B,East Point,GA,FALSE,attack,Car,FALSE
+David P. Wolosin,5/6/2018,shot,gun,38,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Juan Alberto Silva,5/7/2018,shot,,32,M,H,Orlando,FL,FALSE,attack,Car,FALSE
+Albert Odom,5/7/2018,shot,gun,26,M,W,Tulsa,OK,FALSE,other,Not fleeing,TRUE
+Kimberly McCann,5/7/2018,shot,gun,55,F,W,Floyd County,GA,FALSE,attack,Car,FALSE
+David J. Robinson,5/7/2018,shot,gun,50,M,W,Appleton,WI,TRUE,other,Not fleeing,TRUE
+Lisa Rivera,5/7/2018,shot,gun,49,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Peter Boden,5/7/2018,shot,gun,48,M,W,Hackett,AR,FALSE,attack,Not fleeing,FALSE
+John Simson,5/8/2018,shot,gun,65,M,W,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Charles Hutchison,5/8/2018,shot,knife,37,M,,Tucson,AZ,FALSE,other,Foot,FALSE
+Phillip Cameron Gibson,5/8/2018,shot,toy weapon,37,M,W,Glade Spring,VA,FALSE,other,Other,FALSE
+Thomas Junior Garcia,5/8/2018,shot,knife,45,M,H,Greeley,CO,FALSE,other,Foot,FALSE
+Elliott Reed,5/9/2018,shot,gun,33,M,B,Jackson,MS,FALSE,attack,Not fleeing,FALSE
+Kenneth Carter,5/10/2018,shot,vehicle,46,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Michael E. Hutchman,5/10/2018,shot,gun,33,M,W,Lower Burrell,PA,FALSE,other,Not fleeing,FALSE
+TK TK,5/11/2018,shot,gun,,M,,York,WI,FALSE,attack,Car,FALSE
+Kelly G. Abbott,5/11/2018,shot,gun,51,M,,Clark County,WI,FALSE,attack,Car,FALSE
+Benjamin Lee Sellers,5/11/2018,shot,knife,33,M,W,Haughton,LA,FALSE,other,Not fleeing,FALSE
+Barry Freeman,5/11/2018,shot,gun,51,M,W,Evansville,IN,FALSE,attack,Foot,FALSE
+Bradley Daniel Webster,5/11/2018,shot,gun,52,M,W,Talihina,OK,FALSE,attack,Not fleeing,FALSE
+Jacob T. Eldridge,5/11/2018,shot,knife,24,M,N,Blackfoot,ID,FALSE,attack,Not fleeing,FALSE
+Darrell J. Bruffy,5/12/2018,shot,gun,55,M,W,Columbus,OH,FALSE,attack,Car,FALSE
+Willie Rogers Marable,5/13/2018,shot,unknown weapon,28,M,B,Portsmouth,VA,FALSE,other,Not fleeing,FALSE
+Philip Steven McMichael,5/13/2018,shot,gun,36,M,W,Amite,LA,FALSE,attack,Not fleeing,FALSE
+James Brian Kay,5/13/2018,shot,gun,54,M,,Carnesville,GA,FALSE,attack,Not fleeing,FALSE
+James Collins,5/13/2018,shot,gun,38,M,,Dearborn Heights,MI,FALSE,other,Not fleeing,FALSE
+Anthony Trice,5/14/2018,shot,gun,24,M,B,Clinton,MD,FALSE,attack,Not fleeing,FALSE
+Cody Reynolds,5/14/2018,shot,unarmed,20,M,W,Royal Oak,MI,FALSE,attack,Not fleeing,FALSE
+William N. Derick,5/14/2018,shot,gun,54,M,W,Wales,ME,FALSE,attack,Not fleeing,FALSE
+Rollie J. Davis,5/14/2018,shot,gun,53,M,W,Quincy,IL,FALSE,other,Not fleeing,FALSE
+Bob Browning Cruz,5/14/2018,shot,gun,36,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Marcus-David L. Peters,5/14/2018,shot and Tasered,unarmed,24,M,B,Richmond,VA,FALSE,attack,Car,TRUE
+David M. Romansky,5/15/2018,shot,gun,34,M,W,Lake Mary,FL,FALSE,other,Car,FALSE
+Kevin Nickle,5/16/2018,shot,knife,59,M,W,Martins Ferry,OH,FALSE,other,Not fleeing,FALSE
+Daniel Timothy Johnson,5/17/2018,shot,gun,34,M,W,Norman,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/18/2018,shot,gun,,M,,Plymouth Township,MI,TRUE,attack,Foot,FALSE
+Reynaldo Pena,5/18/2018,shot,unknown weapon,29,M,H,Laredo,TX,FALSE,other,,FALSE
+Dmitri Bullard,5/18/2018,shot,hatchet,24,M,W,Gresham,OR,FALSE,other,Car,FALSE
+Jimmy Alan Moss,5/19/2018,shot,,77,M,W,Sunridge,NV,FALSE,attack,,FALSE
+Corey Cordova,5/19/2018,shot,gun,30,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Santiago Evans-Valencia,5/19/2018,shot,gun,36,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Bradley J. Grant,5/20/2018,shot,gun,36,M,W,Baxter,KY,FALSE,other,Foot,FALSE
+Ray Wyatt,5/21/2018,shot,gun,58,M,W,Joshua Tree,CA,TRUE,attack,Foot,FALSE
+Ronald Clinton,5/21/2018,shot,,47,M,B,West Memphis,AR,FALSE,attack,Car,FALSE
+Martin Sandejo,5/22/2018,shot,knife,49,M,H,Mathis,TX,FALSE,other,Not fleeing,FALSE
+Makell Meyerin,5/23/2018,shot,gun,31,F,W,Gurnee,IL,FALSE,attack,Foot,FALSE
+Joshua M. Gomoll,5/23/2018,shot,knife,25,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Claudia Patricia Gomez Gonzalez,5/23/2018,shot,unarmed,,F,H,Rio Bravo,TX,FALSE,attack,Not fleeing,FALSE
+Dustin D. Odom,5/24/2018,shot,unarmed,30,M,W,Citra,FL,FALSE,attack,Foot,TRUE
+Brett Luengo,5/24/2018,shot,unarmed,33,M,W,Cleveland,OH,TRUE,attack,Not fleeing,FALSE
+Augustine Oliva,5/25/2018,shot,vehicle,29,M,W,Dumas,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/25/2018,shot,knife,,M,,Mountain Home,ID,FALSE,other,Car,FALSE
+Dustin Montano,5/25/2018,shot,knife,31,M,W,Fort Morgan,CO,TRUE,other,Not fleeing,FALSE
+Homer Woodroe Tyler,5/26/2018,shot,gun,51,M,W,Silsbee,TX,FALSE,other,Not fleeing,FALSE
+Raul Rivera,5/27/2018,shot,knife,42,M,H,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Eugene Baylis,5/27/2018,shot,gun,67,M,W,Grand Junction,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2018,shot,knife,,M,,Everton,MO,TRUE,other,Not fleeing,FALSE
+Michael Glad,5/28/2018,shot,gun,23,M,W,West Jordan,UT,FALSE,attack,Car,FALSE
+Rabi Brown,5/29/2018,shot,gun,34,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Armando Osuna,5/29/2018,shot,metal pipe,51,M,H,Riverbank,CA,FALSE,attack,Not fleeing,FALSE
+Zane Anthony James,5/29/2018,shot,toy weapon,19,M,W,Cottonwood Heights,UT,FALSE,other,Foot,FALSE
+Bryan Rodriguez,5/30/2018,shot,pick-axe,29,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Juvan Simon,5/30/2018,shot,gun,23,M,B,Florida City,FL,FALSE,undetermined,Not fleeing,FALSE
+Katherine Brazeau,5/31/2018,shot,knife,46,F,W,Fullerton,CA,TRUE,other,Not fleeing,FALSE
+Jerick Rasheem Gray,5/31/2018,shot,knife,42,M,B,Thomasville,NC,FALSE,attack,Car,FALSE
+Andres Estrada,6/1/2018,shot,unarmed,21,M,H,Dundee,FL,FALSE,attack,Not fleeing,FALSE
+Renie Cablay,6/1/2018,shot,knife,55,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,6/1/2018,shot,knife,,M,W,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Gus Tousis,6/2/2018,shot,,43,M,B,Chicago,IL,FALSE,attack,Car,FALSE
+Julio Eduardo Hernandez Mata,6/3/2018,shot,unarmed,32,M,H,Chickasha,OK,FALSE,other,Car,FALSE
+TK TK,6/3/2018,shot,ax,,M,,Mecca,CA,FALSE,other,Not fleeing,FALSE
+Rudy Molina,6/3/2018,shot,gun,34,M,H,Jurupa Valley,CA,FALSE,attack,Car,FALSE
+Joshua S. Stanford,6/4/2018,shot,gun,40,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+Abel Guzman,6/5/2018,shot,gun,55,M,H,Pearland,TX,TRUE,attack,Not fleeing,FALSE
+Joshua Nash Bryant,6/5/2018,shot,gun,20,M,W,Wilmington,NC,TRUE,other,Not fleeing,FALSE
+Maurice Granton,6/6/2018,shot,gun,24,M,B,Chicago,IL,FALSE,other,,FALSE
+Alan Goyano,6/6/2018,shot,glass shard,43,M,H,Merrick,NY,FALSE,other,,FALSE
+Roger Dale Sims,6/6/2018,shot,gun,56,M,W,LaGrange,GA,TRUE,attack,Not fleeing,FALSE
+Brian Puskas,6/6/2018,shot,gun,47,M,W,Delaware,OH,TRUE,other,Not fleeing,FALSE
+Wes Allen,6/7/2018,shot,gun,33,M,W,Albuquerque,NM,FALSE,attack,Car,FALSE
+Leslie Yolanda Salazar,6/7/2018,shot,knife,20,F,W,Austin,TX,FALSE,other,,TRUE
+Raymon Truitt,6/7/2018,shot,gun,28,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Douglas Conner,6/7/2018,shot,gun,50,M,W,Benton City,WA,FALSE,other,Not fleeing,FALSE
+Michael Renfroe,6/8/2018,shot,unarmed,36,M,W,Madison County,MS,FALSE,undetermined,Not fleeing,FALSE
+Todd Gregory,6/8/2018,shot,gun,47,M,W,Hardwick,NJ,TRUE,attack,Car,FALSE
+LaShanda Anderson,6/9/2018,shot,,36,F,B,Deptford,NJ,FALSE,other,Car,FALSE
+Timothy Owen,6/9/2018,shot,gun,49,M,W,Temple,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Vieweg,6/10/2018,shot,unknown weapon,34,M,W,Westminister,CO,FALSE,other,Foot,FALSE
+Robert Lawrence White,6/11/2018,shot,unarmed,41,M,B,Silver Spring,MD,TRUE,attack,Not fleeing,TRUE
+Nicolas Moncada,6/11/2018,shot,knife,29,M,H,Whittier,CA,FALSE,other,Car,FALSE
+DeNathe M. Guilliford,6/12/2018,shot,gun,34,M,B,Danville,IL,FALSE,attack,Car,FALSE
+Alexandre J. Aldrich,6/12/2018,shot,unarmed,34,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Marqueese Alston,6/12/2018,shot,gun,22,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Chavius Hollis,6/12/2018,shot,gun,26,M,B,Monroe,GA,TRUE,attack,,FALSE
+Stephen Cogelia,6/12/2018,shot,knife,32,M,W,Hardwick,NJ,FALSE,other,Not fleeing,FALSE
+TK TK,6/13/2018,shot,gun,,M,,Denver,CO,FALSE,attack,Foot,FALSE
+David Arthur,6/13/2018,shot,gun,44,M,W,Pike County,OH,FALSE,attack,Not fleeing,FALSE
+Dillan Shane Ezell,6/13/2018,shot,toy weapon,21,M,W,Eustis,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,6/14/2018,shot,gun,,F,,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Joseph Villanueva,6/14/2018,shot,gun,29,M,H,Hall County,GA,FALSE,attack,Foot,FALSE
+Terrence White,6/14/2018,shot,gun and car,18,M,B,Las Vegas,NV,FALSE,attack,Car,FALSE
+Timothy Mosley,6/14/2018,shot,gun,33,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Ashley Dean Fulkerson,6/14/2018,shot,sword,28,F,W,Kansas City,MO,FALSE,undetermined,Not fleeing,FALSE
+Robert A. White,6/14/2018,shot,gun,,M,W,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Marcelo Castellano,6/14/2018,shot,gun,40,M,H,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+David L. Hicks,6/15/2018,shot,unarmed,40,M,W,Nokomis,IL,FALSE,other,Foot,FALSE
+Michael D. Fletcher,6/16/2018,shot,toy weapon,53,M,,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dwayne Clyburn,6/16/2018,shot,knife,37,M,B,Warwick,NY,FALSE,other,Not fleeing,FALSE
+Richard Rivera,6/16/2018,shot,unarmed,47,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+TK TK,6/16/2018,shot,knife,30,M,,Van Nuys,CA,TRUE,attack,Not fleeing,FALSE
+Ronald Barney,6/16/2018,shot,gun,48,M,,Phoenix,AZ,FALSE,attack,Car,FALSE
+Tahaji Wells,6/17/2018,shot,gun,33,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+Abe Martinez,6/17/2018,shot,gun,44,M,H,South Salt Lake,UT,FALSE,other,Not fleeing,FALSE
+Charles Spillers,6/19/2018,shot,gun,65,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+Jonathan Buckley,6/19/2018,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Antwon Rose,6/19/2018,shot,unarmed,17,M,B,Pittsburgh,PA,FALSE,undetermined,Foot,FALSE
+Robert Roybal,6/19/2018,shot,knife,55,M,W,Tucumcari,NM,FALSE,attack,Not fleeing,FALSE
+Anthony Marcell Green,6/20/2018,shot,unarmed,33,M,B,Kingsland,GA,FALSE,attack,Foot,TRUE
+Jonathan Legg,6/20/2018,shot,gun,29,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+Jesse Wade Powell,6/20/2018,shot,metal pole,44,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+Logan Williamson,6/22/2018,shot,knife,37,M,W,Fairfield,OH,FALSE,attack,Not fleeing,FALSE
+Timothy Deal,6/22/2018,shot,knife,32,M,B,Atlantic City,NJ,FALSE,attack,Not fleeing,TRUE
+Thomas Albun Beall,6/22/2018,shot,knife,31,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/22/2018,shot,toy weapon,,M,,Inglewood,CA,TRUE,attack,Not fleeing,FALSE
+Schuyler Lake,6/22/2018,shot,knife,20,M,W,Albany,NY,TRUE,attack,Not fleeing,FALSE
+Thurman Blevins,6/23/2018,shot,gun,30,M,B,Minneapolis,MN,FALSE,attack,Foot,TRUE
+Detandel Pickens Devon,6/23/2018,shot,knife,25,M,B,Monroe,LA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/23/2018,shot,gun,,M,,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Eric Sweet,6/23/2018,shot,gun,47,M,W,Coos Bay,OR,FALSE,attack,Not fleeing,FALSE
+Robert L. Barton,6/23/2018,shot,gun and knife,48,M,W,Meridian,ID,FALSE,other,Not fleeing,FALSE
+Andrew Payne,6/23/2018,shot,gun,38,M,,Centennial,CO,FALSE,attack,Car,FALSE
+Steven Allan Kaluahinui Hyer Jr.,6/23/2018,shot,bow and arrow,32,M,O,North Shore,HI,TRUE,attack,Not fleeing,FALSE
+Luis Argueta,6/25/2018,shot,unknown weapon,18,M,H,Galveston,TX,FALSE,undetermined,,FALSE
+Bobby Blade,6/25/2018,shot,gun,29,M,W,Garland,TX,FALSE,attack,Car,FALSE
+William Shawn Mann,6/25/2018,shot,gun,30,M,W,Grenada,MS,FALSE,other,Car,FALSE
+James Sorrentino,6/25/2018,shot,gun,36,M,,Prompton,PA,TRUE,attack,Not fleeing,FALSE
+Joey Bronson,6/27/2018,shot,gun,39,M,W,Aurora,CO,FALSE,attack,Foot,FALSE
+Anthony Sanchez,6/29/2018,shot,gun,36,M,H,Aurora,CO,FALSE,attack,Car,TRUE
+Joshua Cartwright,6/29/2018,shot,gun,36,M,W,Russellville,AR,FALSE,attack,Not fleeing,FALSE
+James Palmquist,6/29/2018,shot,gun,54,M,W,Dade City,FL,TRUE,attack,Not fleeing,FALSE
+Rodney Lee Hunter,6/29/2018,shot,unknown weapon,27,M,B,Pomona,CA,FALSE,undetermined,Car,FALSE
+Jason Washington,6/29/2018,shot,gun,45,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Chukwumankpam Mbegbu,6/29/2018,shot,gun,19,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Garry Glenn Lawrence,6/29/2018,shot,ax,36,M,W,North Pole,AK,FALSE,other,,FALSE
+Randy Thomas Groom,6/29/2018,shot,knife,33,M,W,Lawrenceburg,TN,FALSE,other,Foot,FALSE
+Steve Ballard,6/29/2018,shot,gun,56,M,W,Waterford Township,MI,TRUE,attack,Car,FALSE
+TK TK,7/1/2018,shot,metal object,,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Daniel Norris,7/1/2018,shot,gun,33,M,W,Boise,ID,FALSE,attack,Foot,FALSE
+Larry San Nicolas,7/1/2018,shot,sword,60,M,A,Grandview,MO,FALSE,other,Not fleeing,FALSE
+Joshua B. Reed,7/1/2018,shot,knife,26,M,W,Panora,IA,FALSE,other,Not fleeing,FALSE
+Frank Dripps,7/3/2018,shot,gun,52,M,W,South Elgin,IL,FALSE,attack,Not fleeing,FALSE
+Lemuel Bunn,7/3/2018,shot,knife,40,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Terrell Eason,7/3/2018,shot,gun,33,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Millard Clark,7/3/2018,shot and Tasered,knife,41,M,W,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Ryan Force,7/4/2018,shot,gun,35,M,,Spalding County,GA,TRUE,attack,Not fleeing,TRUE
+Emmanuel Bitsuie,7/4/2018,shot,knife,32,M,N,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Abraham Noe Flores,7/4/2018,shot,gun,34,M,H,Red Bluff,CA,TRUE,attack,Not fleeing,FALSE
+Daniel A. Fuller,7/5/2018,shot,unarmed,26,M,W,Devil's Lake,ND,FALSE,attack,Foot,TRUE
+Raad Fakhri Salman,7/5/2018,shot,knife,62,M,A,Louisville,KY,FALSE,other,Not fleeing,FALSE
+Sylvia Marie Bejarano,7/5/2018,shot,gun,33,F,H,Tempe,AZ,FALSE,attack,Other,FALSE
+Tracy A. Richards,7/5/2018,shot,gun,55,M,W,Eustis,FL,TRUE,other,Not fleeing,FALSE
+John James Corrigan,7/5/2018,shot,toy weapon,38,M,W,Calaveras County,CA,TRUE,attack,Not fleeing,FALSE
+Charles Webb,7/6/2018,shot,gun,43,M,B,Overland Park,KS,FALSE,attack,Not fleeing,FALSE
+Eric Hash,7/6/2018,shot,incendiary device,38,M,A,Copper Center,AK,FALSE,other,,TRUE
+Kelly Kenneth Sutton,7/7/2018,shot,unarmed,27,M,W,Amity,OR,FALSE,attack,Foot,FALSE
+Harold Kraai,7/7/2018,shot,knife,52,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2018,shot,unknown weapon,,M,,Adams County,CO,FALSE,attack,Other,FALSE
+Rashaun Washington,7/7/2018,shot,unarmed,37,M,B,Vineland,NJ,FALSE,undetermined,,FALSE
+TK TK,7/8/2018,shot,gun,,M,,Westminster,CA,FALSE,other,Other,FALSE
+Craig Yelton,7/8/2018,shot,gun,34,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+John Francis Murphy,7/8/2018,shot,gun,41,M,W,Grand Forks,ND,TRUE,other,Not fleeing,FALSE
+Shaun Gates,7/10/2018,shot,knife,40,M,W,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Leonardo Cano,7/10/2018,shot,gun,53,M,H,Miami,FL,FALSE,attack,Car,FALSE
+William T. McCollum,7/10/2018,shot,gun,21,M,W,Casper,WY,TRUE,other,Car,FALSE
+TK TK,7/11/2018,shot,knife,,F,,Willis,TX,FALSE,other,Not fleeing,FALSE
+Salome Ramirez,7/11/2018,shot,toy weapon,34,M,H,Los Banos,CA,FALSE,other,Not fleeing,FALSE
+Fidel Miranda,7/11/2018,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Juan Luna,7/13/2018,shot,gun,25,M,H,Dilley,TX,FALSE,attack,Not fleeing,TRUE
+Archer Amorosi,7/13/2018,shot and Tasered,knife,16,M,W,Chanhassen,MN,TRUE,attack,Not fleeing,TRUE
+Harith Augustus,7/14/2018,shot,gun,37,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Jethro Benjamin,7/14/2018,shot,gun,68,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Marlin Mack,7/15/2018,shot,gun,25,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Isaac Chapa,7/15/2018,shot,gun,34,M,W,Alvin,TX,TRUE,attack,Not fleeing,FALSE
+Jonathan Molina,7/15/2018,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Hayes,7/17/2018,shot,unknown weapon,25,M,W,Altoona,IA,FALSE,other,Car,FALSE
+Rolando Brizuela,7/17/2018,shot,gun,57,M,H,Sparks,NV,FALSE,other,,FALSE
+Juan Manuel Correa-Leyva,7/17/2018,shot,gun,27,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Kerry Edwin Townsend,7/17/2018,shot,gun,51,M,W,Lenoir,NC,FALSE,attack,Not fleeing,FALSE
+Arthur Lujan,7/18/2018,shot,gun,30,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Wesley Shelton,7/18/2018,shot,gun,33,M,W,Fletcher,NC,FALSE,attack,Not fleeing,FALSE
+Mickey Coy,7/18/2018,shot,gun,,M,W,Pattison,TX,FALSE,attack,Not fleeing,FALSE
+Luis Cruz,7/19/2018,shot,gun,19,M,H,Peoria,IL,FALSE,other,Foot,FALSE
+Carmen Pizarro,7/19/2018,shot,gun,22,M,H,Pico Rivera,CA,FALSE,other,Other,FALSE
+Ruben Maya,7/20/2018,shot,toy weapon,37,M,H,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Javier Lopez,7/20/2018,shot,gun,19,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Justin Waiki,7/20/2018,shot,gun,33,M,O,Puna,HI,FALSE,attack,Car,FALSE
+Anthony Coleman,7/20/2018,shot,gun,38,M,W,Lady Lake,FL,FALSE,attack,Not fleeing,FALSE
+Arthur Levario,7/20/2018,shot,gun,45,M,H,Riverside,CA,FALSE,attack,Car,FALSE
+Vincent James Ewer,7/21/2018,shot,gun and car,39,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Anthony C. Lopez,7/21/2018,shot,vehicle,21,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dale Slocum,7/21/2018,shot,knife,56,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Melyda Marciela Corado,7/21/2018,shot,unarmed,27,F,H,Los Angeles,CA,FALSE,other,Foot,TRUE
+Eliuth Penaloza Nava,7/21/2018,shot,toy weapon,50,M,H,Anaheim,CA,TRUE,other,Foot,FALSE
+Logan Simpson,7/22/2018,shot,vehicle,16,M,W,Bixby,OK,FALSE,attack,Car,FALSE
+William Bacorn,7/22/2018,shot,gun,18,M,W,Hanover,CO,FALSE,attack,Not fleeing,FALSE
+Juan Garcia,7/22/2018,shot,unknown weapon,38,M,H,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Juan Ramon Ramos,7/22/2018,shot,box cutter,32,M,H,Highland,CA,FALSE,attack,Foot,FALSE
+Rosalio Hernandez Ortega,7/23/2018,shot,machete,33,M,H,Burlington,NC,TRUE,other,Not fleeing,FALSE
+Paul Meade,7/23/2018,shot,gun,71,M,W,Bristol,VA,TRUE,attack,Not fleeing,FALSE
+John Carlos Natera-Perez,7/23/2018,shot,knife,30,M,H,Silver Spring,MD,TRUE,other,Not fleeing,FALSE
+Donna Lynn Allen,7/24/2018,shot,vehicle,39,F,W,Soddy-Daisy,TN,FALSE,attack,Car,FALSE
+Devaughdre Delsha Rogers,7/24/2018,shot,gun,19,M,B,Starke,FL,FALSE,other,Car,FALSE
+Cashus Dean Case,7/24/2018,shot,gun,44,M,W,Seaside,OR,FALSE,other,Not fleeing,TRUE
+Richard R. Bahr,7/25/2018,shot,vehicle,54,M,W,Spokane,WA,FALSE,attack,Car,FALSE
+DMario Perkins,7/25/2018,shot,gun,29,M,B,Memphis,TN,TRUE,attack,Not fleeing,TRUE
+Jose Luis Rodriguez,7/25/2018,shot,gun,,M,H,Amarillo,TX,FALSE,other,Not fleeing,FALSE
+Brent C. Bowdon,7/25/2018,shot,unarmed,56,M,W,Lake Havasu,AZ,TRUE,other,Not fleeing,TRUE
+Michael Heatherly,7/25/2018,shot,gun,64,M,W,LaFollette,TN,TRUE,attack,Not fleeing,FALSE
+Daniel Hambrick,7/26/2018,shot,gun,25,M,B,Nashville,TN,FALSE,other,Foot,TRUE
+William Earnest Brooks,7/26/2018,shot,gun,43,M,,Walton County,GA,FALSE,attack,Foot,FALSE
+Jesus Hernandez Murillo,7/26/2018,shot,gun,18,M,H,Kent Station,WA,FALSE,other,Not fleeing,FALSE
+Kenneth Edwin Martell,7/26/2018,shot,gun,36,M,W,Lakemoor,IL,FALSE,other,Not fleeing,FALSE
+Sergio Acosta,7/26/2018,shot,toy weapon,24,M,H,Redondo Beach,CA,FALSE,undetermined,Not fleeing,FALSE
+Iman Joseph Buford,7/26/2018,shot,gun,30,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Gavalynn Mahuka,7/26/2018,shot,gun,53,M,A,Nanakuli,HI,TRUE,attack,Not fleeing,FALSE
+Cynthia Fields,7/27/2018,shot,unarmed,60,F,B,Savannah,GA,FALSE,other,,FALSE
+Richard Mendoza,7/27/2018,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,TRUE
+Lamar C. Richardson,7/28/2018,shot,gun,25,M,B,Toledo,OH,FALSE,other,Foot,TRUE
+Joseph Santos,7/28/2018,shot,unarmed,44,M,H,South Whitehall Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Michael Neal,7/28/2018,shot,undetermined,32,M,W,Pineville,LA,FALSE,undetermined,Car,FALSE
+Arthur Kenzie Garner,7/28/2018,shot,gun,33,M,W,Aberdeen,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/29/2018,shot,vehicle,,M,,Adams County,CO,FALSE,attack,Car,FALSE
+Richard Gary Black,7/30/2018,shot,gun,,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+James Edward Blackmon,7/31/2018,shot,gun,35,M,B,Mississippi County,AR,FALSE,attack,Foot,FALSE
+Skyler Martin,7/31/2018,shot,gun,23,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+David Edward Hall,8/1/2018,shot,gun,27,M,B,Oxon Hill,MD,FALSE,other,Foot,FALSE
+David Judge,8/1/2018,shot,gun,53,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Joey Mendoza,8/1/2018,shot,gun,35,M,H,Hereford,TX,FALSE,attack,Not fleeing,FALSE
+Tramaine Marquese Poole,8/1/2018,shot,gun,41,M,B,Sussex County,VA,FALSE,attack,Car,FALSE
+Michael Gonzalez,8/2/2018,shot,vehicle,57,M,,Westminster,CO,FALSE,attack,Car,FALSE
+Landon Christopher Wooten,8/2/2018,shot,toy weapon,18,M,W,Apopka,FL,FALSE,attack,Not fleeing,FALSE
+Danny Lee,8/3/2018,shot,gun,34,M,B,Pine Bluff,AR,FALSE,attack,Not fleeing,FALSE
+Johnny Kelley,8/3/2018,shot,gun,49,M,W,Trumann,AR,TRUE,attack,Not fleeing,FALSE
+Josh Martin,8/3/2018,shot,gun,31,M,W,Deer Park,WA,TRUE,attack,Not fleeing,FALSE
+Emmanuel Alquisiras,8/3/2018,shot,Taser,29,M,H,Seville,FL,TRUE,other,Not fleeing,TRUE
+Eric Benjamen Richards,8/4/2018,shot,gun,33,M,W,Liberty,MO,TRUE,attack,Not fleeing,FALSE
+John Randolph,8/4/2018,shot,gun,38,M,W,Delray Beach,FL,TRUE,other,Not fleeing,FALSE
+"William ""Billy"" James Hughes",8/5/2018,shot,gun,43,M,N,St. Paul,MN,FALSE,other,Not fleeing,TRUE
+Kevin Rhinehart,8/5/2018,shot,gun,58,M,,Hesperia,CA,FALSE,other,Not fleeing,FALSE
+James Bishop,8/5/2018,shot,baseball bat,29,M,W,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Johnny Fisher,8/5/2018,shot,gun,68,M,W,Van Buren,AR,FALSE,attack,Not fleeing,FALSE
+Spurgeon Daniels,8/6/2018,shot,knife,62,M,B,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Levester Taylor,8/6/2018,shot,metal pipe,39,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Ricardo Giddings,8/6/2018,shot,gun,59,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Daniel Boyer,8/7/2018,shot,gun,24,M,W,Monroe County,IN,FALSE,attack,Not fleeing,TRUE
+Daniel Valdez,8/7/2018,shot,gun,70,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Pedro Lucero,8/7/2018,shot,gun,42,M,H,Salt River Reservation,AZ,FALSE,other,Other,FALSE
+Michael Ducote,8/7/2018,shot,vehicle,26,M,W,Shreveport,LA,FALSE,other,Car,FALSE
+Joseph Robbins,8/8/2018,shot,vehicle,24,M,W,Carthage,TN,FALSE,attack,Not fleeing,FALSE
+Vaughn Denham,8/8/2018,shot,chain,48,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/8/2018,shot,knife,,M,,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Stephen L. Caldwell,8/8/2018,shot,knife,54,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Charles Meadows,8/9/2018,shot,gun,48,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Shaun Jeffery Christy,8/9/2018,shot,gun,37,M,W,Durham,NC,TRUE,attack,Not fleeing,TRUE
+Gregory Campfield,8/9/2018,shot,gun,40,M,B,Landover,MD,FALSE,other,Foot,FALSE
+Montae Shackleford,8/9/2018,shot,gun,28,M,B,Columbus,OH,FALSE,attack,Foot,FALSE
+Jackey Sampson,8/10/2018,shot,gun,43,M,W,Denham Springs,LA,FALSE,attack,,FALSE
+TK TK,8/11/2018,shot,gun,49,M,,Akron,OH,TRUE,attack,Foot,FALSE
+Adam Knowlton,8/12/2018,shot,knife,35,M,W,Hawkins,WI,TRUE,undetermined,Not fleeing,FALSE
+Anthony Daniel Vargas,8/12/2018,shot,gun,21,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Anthony Makai Hutchinson,8/12/2018,shot,gun,40,M,B,Waynesboro,VA,FALSE,attack,Car,FALSE
+Christopher Anthony Stone,8/13/2018,shot,gun,32,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Mario Hobson,8/13/2018,shot,gun,48,M,B,Milwaukee,WI,TRUE,other,Not fleeing,TRUE
+Mark Harvey,8/13/2018,shot,gun,32,M,,Richton Park,IL,FALSE,attack,Foot,TRUE
+Chris Cameron,8/13/2018,shot,gun,31,M,W,Creston,IA,TRUE,other,Not fleeing,FALSE
+TK TK,8/14/2018,shot,gun and knife,,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+"Charlie ""Lee"" Hodges",8/16/2018,shot,gun,58,M,W,Olustee,FL,FALSE,attack,Not fleeing,FALSE
+Adrian Herron,8/16/2018,shot,knife,30,M,B,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Aquantis Givens,8/17/2018,shot and Tasered,gun,21,M,B,Austin,TX,FALSE,attack,,FALSE
+Spencer Mendez,8/18/2018,shot,gun,15,M,H,Ceres,CA,FALSE,other,Other,TRUE
+Michael Harrison,8/18/2018,shot,knife,30,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Andres Arteaga,8/18/2018,shot and Tasered,gun,28,M,H,Phoenix,AZ,FALSE,other,Foot,FALSE
+Christopher Alexander Okamoto,8/19/2018,shot,toy weapon,21,M,B,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Bryan C. Bayne,8/19/2018,shot,gun,42,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Jeremiah Perdue,8/19/2018,shot,gun,33,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Charles Marcotte,8/19/2018,shot,gun,,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Jeffrey Dennis,8/20/2018,shot,vehicle,36,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Douglas Heath,8/20/2018,shot,gun,38,M,W,Gonic,NH,FALSE,attack,Not fleeing,FALSE
+Virginia Romero,8/23/2018,shot,vehicle,34,F,H,Los Lunas,NM,FALSE,other,Not fleeing,FALSE
+Donna Castleberry,8/23/2018,shot,sharp object,23,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Jeffery Paul Fabio,8/24/2018,shot,crossbow,44,M,W,Enoree,SC,TRUE,attack,Not fleeing,FALSE
+James Clay,8/24/2018,shot,toy weapon,20,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,TRUE
+Felipe Perez Casas,8/24/2018,shot,knife,41,M,H,Bakersfield,CA,FALSE,other,,FALSE
+Taylor K.E. Tincher,8/25/2018,shot,gun,18,M,W,Montgomery County,VA,TRUE,other,Not fleeing,FALSE
+Logan Montgomery,8/25/2018,shot,gun,29,M,W,Manchester Township,PA,FALSE,attack,Not fleeing,FALSE
+Jennifer Sharp,8/25/2018,shot,gun,37,F,W,Alamosa,CO,FALSE,attack,Car,FALSE
+Stephanie B. Owens,8/26/2018,shot,gun,41,F,W,Blacksburg,SC,TRUE,attack,Not fleeing,FALSE
+Fabian Ortiz Adame,8/27/2018,shot,gun and vehicle,25,M,W,Phoenix,AZ,FALSE,attack,Car,FALSE
+Bryce Schenkenberg,8/27/2018,shot,gun,20,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Eric Jay Hames,8/27/2018,shot,knife,34,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Sebastian Siney Chamale,8/28/2018,shot,unknown weapon,37,M,H,Tarboro,NC,FALSE,other,Not fleeing,FALSE
+Tyler Hodge,8/28/2018,shot,gun,18,M,W,Redlands,CA,TRUE,attack,Not fleeing,FALSE
+Randall McKenzie,8/29/2018,shot,gun,72,M,W,Washington Court House,OH,FALSE,other,Not fleeing,FALSE
+Jalon Johnson,8/29/2018,shot,vehicle,17,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Jessica Cribbs,8/30/2018,shot,gun,45,F,W,Beverly Hills,FL,FALSE,attack,Not fleeing,FALSE
+Vanessa Marquez,8/30/2018,shot,toy weapon,49,F,H,Pasadena,CA,TRUE,other,Not fleeing,TRUE
+Dennis Ray Blalock,8/31/2018,shot,gun,64,M,W,Floral City,FL,TRUE,attack,Not fleeing,FALSE
+Chase Sullivan,8/31/2018,shot,knife,36,M,W,Fairview,TN,TRUE,other,Not fleeing,FALSE
+Paul Askins,8/31/2018,shot,gun,61,M,W,Sedalia,CO,FALSE,attack,Not fleeing,TRUE
+Oshae Terry,9/1/2018,shot,vehicle,24,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+"Fernand ""Fred"" Lete",9/3/2018,shot,gun,70,M,H,Bernalillo,NM,FALSE,other,,FALSE
+Steve L. Anderson,9/3/2018,shot,knife,40,M,W,Cheney,WA,TRUE,other,Not fleeing,FALSE
+Aaron Demonta Fleming,9/3/2018,shot,gun,21,M,B,Covington,GA,FALSE,attack,Foot,FALSE
+Timmy Henley,9/4/2018,shot,knife,27,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+James Leatherwood,9/5/2018,shot,unarmed,23,M,B,Hollywood,FL,FALSE,undetermined,Not fleeing,FALSE
+Mitchell Owen Buel,9/5/2018,shot,undetermined,33,M,W,Morris,AL,FALSE,undetermined,Car,FALSE
+Christopher Sage,9/5/2018,shot,gun,45,M,W,Jonesville,NC,FALSE,attack,Not fleeing,FALSE
+Darell Richards,9/6/2018,shot,toy weapon,19,M,B,Sacramento,CA,FALSE,attack,Foot,FALSE
+DaShawn Cole,9/7/2018,shot,gun,28,M,B,Pawtucket,RI,FALSE,attack,,FALSE
+Elman Jerald Roberts,9/8/2018,shot,gun,63,M,W,Citronelle,AL,FALSE,attack,Not fleeing,FALSE
+Brandon Joyner,9/9/2018,shot,gun,,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Adam Jensen,9/9/2018,shot,knife,43,M,,Stanwood,WA,FALSE,other,Not fleeing,FALSE
+Dereshia Blackwell,9/9/2018,shot and Tasered,gun and knife,39,F,B,Missouri City,TX,FALSE,other,Not fleeing,FALSE
+Joel R. Andrade,9/10/2018,shot,gun and knife,53,M,,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Edward Reynolds,9/11/2018,shot,gun,57,M,W,Georgetown,KY,FALSE,attack,,FALSE
+Rafael Rivera,9/12/2018,shot,gun,32,M,H,Buffalo,NY,FALSE,attack,Not fleeing,TRUE
+Thomas Watkins,9/12/2018,shot,gun,38,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Ryan Yamasaki,9/13/2018,shot,box cutter,36,M,,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Detric Driver,9/14/2018,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,TRUE
+Garrett Finley Mitchell,9/14/2018,shot,gun,31,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+David Huffines,9/14/2018,shot,gun,40,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Christopher Lee Leonard,9/15/2018,shot,gun,31,M,W,Ankeny,IA,FALSE,attack,Not fleeing,TRUE
+Stephen Dove,9/15/2018,shot,knife,50,M,W,Jacksonville,AR,FALSE,attack,Not fleeing,TRUE
+Ricardo Avenia,9/16/2018,shot,gun,29,M,H,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Christopher Adam Borland,9/16/2018,shot,gun,40,M,,Walla Walla,WA,TRUE,other,Not fleeing,FALSE
+Bruce Smith,9/16/2018,shot,unknown weapon,25,M,W,Manitowoc,WI,FALSE,other,Not fleeing,FALSE
+Jerry Foster,9/16/2018,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Jose Alvarez,9/17/2018,shot,gun,23,M,H,Temple Hills,MD,FALSE,other,Foot,FALSE
+Susan Muller,9/17/2018,shot,knife,54,F,W,Maspeth,NY,TRUE,attack,Not fleeing,TRUE
+Damon Christopher Gayheart,9/17/2018,shot,vehicle,44,M,W,Christian County,KY,FALSE,attack,Car,FALSE
+Michael James Murphy,9/18/2018,shot,gun,43,M,W,Virginia Beach,VA,FALSE,attack,Foot,FALSE
+Jeffrey Sims,9/18/2018,shot,knife,37,M,W,Marysville,WA,TRUE,attack,Not fleeing,FALSE
+Freddie Joe Whitmore,9/20/2018,shot,gun,55,M,W,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Alexander Carballido,9/20/2018,shot,gun,40,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Joshua Works,9/22/2018,shot,gun,26,M,W,Henderson,NV,FALSE,attack,Foot,TRUE
+Nathaniel Sassafras,9/23/2018,shot,gun,29,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Ronald W. Leach,9/24/2018,shot,box cutter,29,M,W,Williamsburg,KY,FALSE,attack,Not fleeing,FALSE
+Phillip Serrano,9/24/2018,shot,vehicle,44,M,,Stead,NV,TRUE,other,Not fleeing,TRUE
+Ivan Pena,9/24/2018,shot,gun,42,M,H,East Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Michael Stout,9/24/2018,shot,gun,20,M,W,Peoria,AZ,FALSE,attack,Not fleeing,FALSE
+Dravious Burch,9/25/2018,shot,gun,34,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Jaime Lopez,9/25/2018,shot,knife,41,M,H,Stanfordville,NY,FALSE,other,Not fleeing,FALSE
+Paul Braswell,9/26/2018,shot,vehicle,29,M,B,Newark,NJ,FALSE,attack,Car,FALSE
+Joey Leon Nelson,9/27/2018,shot,gun and knife,19,M,W,Enid,OK,FALSE,attack,Car,FALSE
+Juan Angel Pinedo,9/27/2018,shot,gun,32,M,H,Las Cruces,NM,FALSE,other,Foot,FALSE
+Coltin Brennan Leblanc,9/27/2018,shot,vehicle,23,M,W,Hammond,LA,FALSE,other,Not fleeing,TRUE
+Datwan Keyo Lewis,9/27/2018,shot,gun,41,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Michael Perez,9/27/2018,shot and Tasered,knife,37,M,H,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Joseph Dawson,9/28/2018,shot,gun,24,M,W,Johns Island,SC,FALSE,attack,Not fleeing,FALSE
+Justin Snelson,9/29/2018,shot,undetermined,54,M,W,Okmulgee,OK,FALSE,undetermined,Car,FALSE
+Thomas Howard Luedtke,9/29/2018,shot,crossbow,58,M,W,Nampa,ID,TRUE,attack,,FALSE
+Walter Welch,9/29/2018,shot,gun,40,M,W,Epping,NH,FALSE,undetermined,Not fleeing,FALSE
+Patrick K. Kimmons,9/30/2018,shot,gun,27,M,B,Portland,OR,FALSE,attack,,FALSE
+Brian Lee Rogers,9/30/2018,shot,ax,40,M,W,Greenback,TN,TRUE,other,Not fleeing,FALSE
+Keagan Johnson,10/1/2018,shot,knife,23,M,W,Hastings,MN,FALSE,attack,Foot,TRUE
+Brian Baker,10/1/2018,shot,unarmed,33,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+"James ""Cody"" Martin",10/2/2018,shot,gun,26,M,W,Mableton,GA,TRUE,attack,Not fleeing,FALSE
+LaJuana Philips,10/2/2018,shot,vehicle,36,F,B,Victorville,CA,FALSE,attack,Not fleeing,FALSE
+Toby Bailey,10/3/2018,shot,gun,38,M,B,Bartlett,TN,TRUE,attack,Not fleeing,FALSE
+Arthur Harbison,10/4/2018,shot,knife,25,M,W,Greenville,MS,FALSE,attack,,FALSE
+William Cox,10/4/2018,shot,gun,45,M,,Scarbo,WV,FALSE,attack,Not fleeing,FALSE
+TK TK,10/5/2018,shot,gun,,M,,Hayti,MO,FALSE,attack,Not fleeing,FALSE
+Sershawn Martez Dillon,10/5/2018,shot,gun,31,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Phillip Samuel Moskios,10/5/2018,shot,gun,48,M,W,Klamath Falls,OR,FALSE,attack,Foot,FALSE
+Venson Kee Yazzie,10/5/2018,shot,knife,43,M,N,Chinle,AZ,FALSE,other,Not fleeing,FALSE
+Tison Dinney,10/7/2018,shot,machete,51,M,,Honolulu,HI,TRUE,attack,Not fleeing,TRUE
+Nicholas Salisbury,10/7/2018,shot,toy weapon,36,M,W,Auburn,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Hodges,10/7/2018,shot,gun,39,M,W,Lawtey,FL,TRUE,attack,Not fleeing,FALSE
+Aaron Joseph Chavez,10/8/2018,shot,knife,22,M,H,Clovis,NM,FALSE,other,Foot,FALSE
+Alexander G. Lindahl,10/8/2018,shot,vehicle,24,M,W,Okarche,OK,FALSE,attack,Car,FALSE
+Isaiah Ramirez,10/8/2018,shot,vehicle,36,M,W,Oak Ridge,TN,FALSE,attack,Car,FALSE
+Travis N. Craven,10/8/2018,shot,gun,25,M,W,Larimer County,CO,FALSE,other,Car,FALSE
+Samuel E. Rice,10/10/2018,shot,knife,30,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+Richard Palafox,10/10/2018,shot,gun,76,M,W,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Terrell Blake,10/10/2018,shot,gun,39,M,B,Rochester,NY,FALSE,attack,Car,FALSE
+Michael Johnson,10/10/2018,shot,knife,26,M,,Thousand Oaks,CA,TRUE,other,Not fleeing,TRUE
+Leslie Shayne Miller,10/10/2018,shot,gun,49,F,W,Sullivan,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Ryan Busse,10/10/2018,shot,gun,21,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Alonzo L. Smith,10/10/2018,shot,gun,31,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+TK TK,10/11/2018,shot,gun,,M,,Huntington Beach,CA,FALSE,other,Car,FALSE
+Diamonte Riviore,10/11/2018,shot,knife,22,M,B,West Jordan,UT,FALSE,other,,FALSE
+Matthew Chambers,10/12/2018,shot,gun,34,M,,Cobb County,GA,FALSE,attack,,FALSE
+Samuel Morris,10/12/2018,shot,knife,27,M,B,Fort Smith,AR,FALSE,other,Not fleeing,FALSE
+Ashley Elisna Grammer,10/12/2018,shot,vehicle,26,F,O,Puna,HI,FALSE,attack,Not fleeing,FALSE
+Kay Kenniker,10/12/2018,shot,gun,84,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob E. Albrethsen,10/12/2018,shot and Tasered,knife,17,M,W,Orem,OR,FALSE,other,Not fleeing,FALSE
+Umberto Sanchez Ramoz,10/14/2018,shot,knife,17,M,H,Woodville,CA,TRUE,attack,Not fleeing,FALSE
+Gregory Allen Tilly,10/14/2018,shot,gun,55,M,,Alamogordo,NM,FALSE,other,Not fleeing,FALSE
+Eric Jamar Lupain Stromer,10/14/2018,shot,gun,22,M,B,Jeffersonville,OH,FALSE,attack,Not fleeing,FALSE
+James Christopher Manus,10/14/2018,shot,gun,41,M,W,Hall County,GA,FALSE,attack,Not fleeing,FALSE
+Hustes Davila,10/15/2018,shot,gun,58,M,H,Hilltop,OH,FALSE,attack,,FALSE
+Donald Judd,10/16/2018,shot,vehicle,45,M,,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Weston Willow Well Cole,10/17/2018,shot,gun,29,M,W,Longview,WA,FALSE,attack,Foot,FALSE
+Keyshon Parham,10/17/2018,shot,gun,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Charles Roundtree,10/17/2018,shot,unarmed,18,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,10/17/2018,shot,knife,,M,,Quinlan,TX,FALSE,other,Not fleeing,FALSE
+James Lyle Kuehn,10/17/2018,shot and Tasered,knife,61,M,W,Kearns,UT,FALSE,other,,FALSE
+Bailey Greek,10/18/2018,shot,gun,18,M,W,Arvada,CO,FALSE,attack,Other,FALSE
+Andrey Tkachenko,10/18/2018,shot,gun,23,M,W,Salt Lake City,UT,FALSE,other,Car,FALSE
+Sean Dutcher,10/18/2018,shot,vehicle,38,M,W,Elkhorn,WI,FALSE,attack,Car,FALSE
+Jacob Servais,10/18/2018,shot,unarmed,19,M,B,Vineland,NJ,FALSE,other,Not fleeing,FALSE
+Mahlon Edward Summerour,10/18/2018,shot,toy weapon,63,M,B,Monroe,GA,TRUE,attack,Not fleeing,FALSE
+"Neico Crooks, Jr",10/19/2018,shot,vehicle,21,M,B,Miami,FL,FALSE,attack,Car,FALSE
+Christopher Calabro,10/19/2018,shot,knife,25,M,W,Brockton,MA,TRUE,other,Not fleeing,FALSE
+Edward Paul Zumski,10/20/2018,shot,gun,35,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Robert Smith,10/20/2018,shot,gun,50,M,W,Spanaway,WA,FALSE,other,Not fleeing,FALSE
+Kimberly Norris,10/20/2018,shot,gun,34,F,W,Darlington County,SC,FALSE,attack,Not fleeing,TRUE
+Cedric Pritchard,10/21/2018,shot,gun,,M,B,Washington,NC,FALSE,other,Not fleeing,TRUE
+TK TK,10/21/2018,shot,undetermined,,M,,Quincy,FL,FALSE,undetermined,Car,FALSE
+Jason Whittle,10/22/2018,shot,knife,26,M,W,Riverton,UT,FALSE,attack,Not fleeing,FALSE
+William David Williamson,10/22/2018,shot,unknown weapon,61,M,W,Newport,TN,FALSE,attack,Not fleeing,FALSE
+Tafahree Maynard,10/22/2018,shot and Tasered,lawn mower blade,18,M,B,Snellville,GA,FALSE,other,Not fleeing,FALSE
+Shaunday Mullins,10/23/2018,shot,gun,37,M,N,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Robert Mitchell,10/23/2018,shot,undetermined,27,M,W,Davenport,IA,FALSE,undetermined,Car,FALSE
+Nickolas Michael Peters,10/23/2018,shot,unarmed,24,M,W,Alderwood Manor,WA,FALSE,attack,Car,FALSE
+Salvador Morales,10/23/2018,shot,gun,37,M,H,Pittsburg,CA,FALSE,attack,Car,TRUE
+TK TK,10/24/2018,shot,gun and knife,45,M,,Detroit,MI,FALSE,other,Not fleeing,TRUE
+Armond Beckwith-Bell,10/25/2018,shot,vehicle and gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Lloyd Gerald Napouk,10/27/2018,shot,unknown weapon,44,M,A,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Christopher Carroll,10/27/2018,shot,gun,30,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Albert Ramon Dorsey,10/29/2018,shot,Taser,30,M,B,Hollywood,CA,FALSE,other,Not fleeing,TRUE
+Billy Jo Johnson,10/29/2018,shot,gun,34,M,W,South Lake Tahoe,CA,FALSE,attack,Car,FALSE
+Arnaldo Caraveo,10/29/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Derrick Alexander Sellman,10/29/2018,shot,vehicle,28,M,B,Parkville,MD,FALSE,attack,Car,FALSE
+Ida Christy Stiles,10/29/2018,shot,toy weapon,42,F,W,Jackson,GA,TRUE,attack,Not fleeing,FALSE
+John Wurms,10/31/2018,shot,gun,32,M,W,Port Orange,FL,FALSE,attack,Not fleeing,TRUE
+Tony Bernard Smith,10/31/2018,shot,gun,24,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+"Jose Centeno, Jr.",10/31/2018,shot,toy weapon,17,M,H,Houston,TX,FALSE,attack,Car,TRUE
+Gonzalo Rico-Jimenez,10/31/2018,shot,vehicle,26,M,H,North Las Vegas,NV,FALSE,attack,Car,FALSE
+Jesse J. Quinton,11/2/2018,shot,unarmed,35,M,B,Idaho Falls,ID,FALSE,attack,Foot,FALSE
+Andrew Moore,11/2/2018,shot,knife,25,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Robert Charles Foster,11/3/2018,shot,gun,65,M,,Bandon,OR,TRUE,attack,Not fleeing,FALSE
+Laudemer Arboleda,11/3/2018,shot,vehicle,33,M,B,Danville,CA,TRUE,other,Not fleeing,TRUE
+Kanwarbir Malhi,11/3/2018,shot,unknown weapon,25,M,A,Shelby Township,MI,FALSE,other,Not fleeing,FALSE
+Theoddeus Gray,11/4/2018,shot,gun,29,M,B,St. Clair Shores,MI,FALSE,attack,Foot,FALSE
+Anthony David Chavez,11/4/2018,shot,gun,18,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Ryan Millsap,11/4/2018,shot,vehicle,19,M,W,Clear Creek Canyon,CO,FALSE,attack,Car,FALSE
+Robbie Ramirez,11/4/2018,shot,unarmed,39,M,H,Laramie,WY,TRUE,undetermined,Foot,FALSE
+Gary J. Willis,11/5/2018,shot,gun,61,M,W,Glen Burnie,MD,FALSE,attack,Not fleeing,FALSE
+Henry Gregory Stroud,11/5/2018,shot,gun,36,M,W,Cocke County,TN,TRUE,attack,Not fleeing,FALSE
+George Smith,11/5/2018,shot,gun,72,M,W,Port Charlotte,FL,TRUE,attack,Not fleeing,FALSE
+Anovath Troy Kongvongxay,11/5/2018,shot,ax,48,M,A,Camp Croft,SC,TRUE,attack,Not fleeing,FALSE
+TK TK,11/6/2018,shot,gun,67,M,,St. Cloud,FL,TRUE,attack,Not fleeing,FALSE
+Delson Silva,11/7/2018,shot,gun,68,M,,Corona,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/7/2018,shot and Tasered,gun,,M,,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+"Jesus ""Chuy"" Guzman",11/8/2018,shot,gun,34,M,H,Charleston View,CA,FALSE,attack,Foot,FALSE
+Travis Jordan,11/9/2018,shot,unknown weapon,36,M,B,Minneapolis,MN,TRUE,undetermined,Not fleeing,TRUE
+Christopher William Parrish,11/9/2018,shot,rock,33,M,W,Ogden,UT,FALSE,attack,Car,FALSE
+Cody Paris Belgard,11/9/2018,shot,unarmed,30,M,W,Salt Lake City,UT,FALSE,undetermined,Car,TRUE
+James Hanchett,11/9/2018,shot,gun,61,M,W,Shakopee,MN,FALSE,attack,Not fleeing,FALSE
+Patrick Bryant,11/10/2018,shot,gun,41,M,B,Clarksdale,MS,FALSE,attack,Not fleeing,FALSE
+Elisha Edward Kelley,11/11/2018,shot,unarmed,52,M,W,Wagoner,OK,FALSE,other,Not fleeing,FALSE
+Jemel Roberson,11/11/2018,shot,gun,26,M,B,Robbins,IL,FALSE,other,Not fleeing,FALSE
+TK TK,11/11/2018,shot,gun,,M,H,Hemet,CA,FALSE,attack,Foot,FALSE
+Edward M. Walsh,11/12/2018,shot,knife,39,M,W,Mantoloking,NJ,FALSE,attack,Not fleeing,FALSE
+Andrew Kana,11/12/2018,shot,gun,36,M,A,Catoosa,OK,FALSE,other,Not fleeing,FALSE
+Tony Mathis,11/12/2018,shot,gun,47,M,B,Oklahoma City,OK,FALSE,undetermined,Other,FALSE
+Danny Ayala,11/12/2018,shot,knife,,M,H,Alpine,CA,FALSE,other,Not fleeing,TRUE
+Cesar Alehandro Ramos,11/12/2018,shot,gun,25,M,H,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Marty West,11/12/2018,shot and Tasered,knife,63,M,W,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Timothy Leon,11/13/2018,shot,unknown weapon,24,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Rene Prieto,11/13/2018,shot,gun,38,M,H,Pratt,KS,TRUE,attack,Not fleeing,FALSE
+Olajuwon Murphy,11/14/2018,shot,gun,22,M,B,Wythe County,VA,FALSE,attack,Not fleeing,FALSE
+Joseph Loughery,11/14/2018,shot,gun,59,M,W,Auburn,MA,FALSE,attack,Not fleeing,FALSE
+George Crenshaw,11/14/2018,shot,knife,55,M,,Haynesville,AL,FALSE,attack,Not fleeing,FALSE
+John David Manning,11/14/2018,shot,knife,29,M,W,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Allen Fanning,11/15/2018,shot,gun,18,M,B,Centennial,CO,FALSE,other,Not fleeing,FALSE
+Agustin Gonsalez,11/15/2018,shot,straight edge razor,29,M,H,Hayward,CA,TRUE,other,Not fleeing,FALSE
+"Jack Fields, Jr.",11/15/2018,shot,knife,25,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+GD Hendrix,11/15/2018,shot,metal pipe,48,M,W,Paradise,CA,TRUE,other,Car,FALSE
+Steven Smith,11/15/2018,shot,gun,60,M,W,Demopolis,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,11/16/2018,shot,gun,,M,,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Jenessa M. Cooper,11/17/2018,shot,gun,49,F,,Missoula,MT,FALSE,attack,Not fleeing,FALSE
+Rio Antwuan Thomas,11/17/2018,shot,vehicle,27,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+TK TK,11/18/2018,shot,gun,,M,,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Cedars,11/19/2018,shot,gun,65,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Christopher Williams,11/19/2018,shot,vehicle,41,M,W,Meridian,ID,FALSE,attack,Car,FALSE
+Roderick McDaniel,11/19/2018,shot,gun,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Craig Allen,11/20/2018,shot,gun,71,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Roderick McDaniel,11/20/2018,shot,vehicle,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Keaton James Larson,11/21/2018,shot,knife,22,M,W,Stillwater,MN,TRUE,other,Not fleeing,TRUE
+Billy G. Heeter,11/21/2018,shot,gun,52,M,W,Franklinton,OH,TRUE,other,Not fleeing,FALSE
+Robert William Reid,11/21/2018,shot,gun,42,M,W,Lincoln Township,MI,TRUE,attack,Not fleeing,FALSE
+Eugene Benjamin Weathers,11/21/2018,shot,gun,48,M,B,Talladega,AL,FALSE,attack,Not fleeing,FALSE
+Martin Lopez,11/21/2018,shot,knife,24,M,H,Bell Gardens,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/21/2018,shot,undetermined,,M,,Pasadena,TX,FALSE,attack,Foot,FALSE
+Emantic Fitzgerald Bradford,11/22/2018,shot,gun,21,M,B,Hoover,AL,FALSE,other,Not fleeing,FALSE
+Cameron McCarthy,11/22/2018,shot,machete,20,M,W,Palmer,AK,FALSE,other,Foot,FALSE
+Patrick Michael Langhoff,11/22/2018,shot,gun,59,M,W,Gunnison County,CO,FALSE,attack,Not fleeing,FALSE
+Christopher L. Anderson,11/23/2018,shot,gun,46,M,W,Bremen,KY,FALSE,attack,Not fleeing,FALSE
+Martez Webb,11/23/2018,shot,gun,23,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Felix Anthony Calata,11/24/2018,shot,vehicle,32,M,H,South Salt Lake,UT,TRUE,attack,Car,FALSE
+Sierra McCauley,11/26/2018,shot,knife,23,F,,South Knoxville,TN,TRUE,attack,Not fleeing,FALSE
+Nicholas Charles Ryan,11/27/2018,shot,gun,19,M,W,Centennial,CO,FALSE,attack,Car,TRUE
+Allen Scott Culpepper,11/27/2018,shot,gun,64,M,W,Clinton,UT,TRUE,undetermined,Not fleeing,FALSE
+Jarmane Logan,11/27/2018,shot,vehicle,35,M,B,Topeka,KS,FALSE,attack,Car,FALSE
+J Scot Alan Widmark,11/27/2018,shot,knife,41,M,W,Virginia,MN,FALSE,attack,,FALSE
+Bert E. Mercado,11/27/2018,shot,gun,42,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,11/28/2018,shot,gun,,M,,Lakewood,CO,FALSE,attack,Foot,FALSE
+Benjamin Kennedy,11/28/2018,shot,gun,35,M,W,Louisville,KY,FALSE,attack,,TRUE
+David Villagran,11/28/2018,shot,vehicle,33,M,H,Vancouver,WA,FALSE,attack,Car,FALSE
+Vernon May,11/29/2018,shot,gun,32,M,N,Bemidji,MN,FALSE,other,Not fleeing,TRUE
+Adrian Bunker,11/29/2018,shot,unknown weapon,37,M,W,Old Town,ME,FALSE,undetermined,Not fleeing,FALSE
+TK TK,11/30/2018,shot,gun,46,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ricardo Galvan,11/30/2018,shot,gun,37,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Matthew Lorenzen,11/30/2018,shot,gun,19,M,,New Underwood,SD,TRUE,attack,Car,FALSE
+John Young,12/1/2018,shot,meat cleaver,65,M,B,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Jarvis Randall,12/1/2018,shot,straight edge razor,30,M,B,Tamarac,FL,TRUE,attack,Not fleeing,FALSE
+Demontry Floytra Boyd,12/1/2018,shot and Tasered,knife,43,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Anthony Ray Borden-Cortez,12/4/2018,shot,toy weapon,18,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+David Alejandro Molina,12/5/2018,shot,gun,27,M,H,Napa,CA,TRUE,attack,Foot,FALSE
+Justin Smith,12/5/2018,shot,knife,41,M,W,Philadephia,PA,FALSE,attack,Not fleeing,FALSE
+Paul Ridgeway,12/5/2018,shot,gun,41,M,W,Martinez,CA,FALSE,attack,Foot,FALSE
+Anthony M. Edwards,12/5/2018,shot,knife,33,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+Dimaggio McNelly,12/6/2018,shot,gun,53,M,B,Henry County,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin David Larson,12/6/2018,shot,gun,42,M,W,Redding,CA,FALSE,attack,Car,FALSE
+Jason O'Bannon,12/6/2018,shot,gun,46,M,W,Pahrump,NV,TRUE,attack,Not fleeing,TRUE
+Jesus Lainez,12/7/2018,shot,unknown weapon,51,M,H,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Julius Ervin Tate,12/7/2018,shot,gun,16,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+James N. Robertson,12/8/2018,shot,knife,41,M,W,West Wendover,NV,FALSE,other,Car,FALSE
+Joshua Boyd,12/9/2018,shot,gun,24,M,B,Savannah,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Deandre Mitchell,12/9/2018,shot,gun,23,M,B,Torrance,CA,FALSE,undetermined,Not fleeing,FALSE
+Terry Don King,12/9/2018,shot,gun,50,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Shane Wentling,12/10/2018,shot,gun,41,M,W,Noble County,OK,FALSE,attack,Car,FALSE
+George Penev,12/10/2018,shot,knife,23,M,W,Fredonia,NY,TRUE,attack,Not fleeing,FALSE
+Kyle Hart,12/10/2018,shot,knife,33,M,W,Redwood City,CA,TRUE,other,Not fleeing,FALSE
+Kaley Gay,12/11/2018,shot,gun,25,F,W,Bibb County,GA,FALSE,attack,Not fleeing,FALSE
+Tori Kaneshiro,12/11/2018,shot,gun,30,F,A,Pahoa,HI,FALSE,attack,Not fleeing,FALSE
+Daniel Pierce,12/11/2018,shot,gun,58,M,W,Rangley,CO,TRUE,other,Not fleeing,TRUE
+Marcus Neal,12/11/2018,shot,knife,47,M,B,Buffalo,NY,TRUE,attack,Foot,FALSE
+Haze Connor Martin,12/11/2018,shot,knife,22,M,W,Pope County,AR,FALSE,other,Car,FALSE
+Tameka LaShay Simpson,12/11/2018,shot,gun,27,F,B,Calhoun,GA,FALSE,attack,Not fleeing,FALSE
+Demario Bass,12/12/2018,shot,vehicle,29,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Jason Emerson Connell,12/12/2018,shot,gun,43,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Parker Thomas,12/12/2018,shot,toy weapon,18,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Gabriel Romero,12/12/2018,shot,gun,19,M,H,Albuquerque,NM,TRUE,attack,Foot,FALSE
+Joshua Myers,12/13/2018,shot,gun,37,M,W,Bushnell,FL,FALSE,attack,Car,FALSE
+Andre Horton,12/13/2018,shot,gun,42,M,B,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Walter Kellogg,12/15/2018,shot,knife,57,M,,Shirley,NY,TRUE,other,Not fleeing,FALSE
+Edgar Espinoza,12/15/2018,shot,knife,35,M,H,Hanford,CA,FALSE,attack,Not fleeing,FALSE
+Edward Rudhman,12/16/2018,shot,gun,50,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Rodney J. Geiser,12/16/2018,shot,gun,60,M,W,Apple Creek,OH,TRUE,other,,TRUE
+Jacob Mohow,12/16/2018,shot,knife,35,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Richard L. Johnson,12/16/2018,shot,gun,46,M,,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+April Webster,12/16/2018,shot,knife,47,F,B,Darlington County,SC,TRUE,other,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,W,Natomas,CA,FALSE,other,Not fleeing,FALSE
+Angel Viola Decarlo,12/18/2018,shot,gun,31,F,B,Hopewell,VA,FALSE,attack,Foot,FALSE
+David Frederick,12/18/2018,shot,gun,24,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+Danny Washington,12/18/2018,shot,unarmed,27,M,B,Franklin Township,PA,FALSE,attack,Car,FALSE
+Keith A. Hawley,12/18/2018,shot,gun,27,M,W,Union City,PA,FALSE,attack,,FALSE
+TK TK,12/19/2018,shot,gun,,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,12/19/2018,shot,undetermined,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/20/2018,shot,gun,,M,,Lake Elsinore,CA,FALSE,attack,Car,FALSE
+Damon Barstad,12/20/2018,shot,Taser,23,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Jose Lemus,12/21/2018,shot,gun,57,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+David MacAdams,12/21/2018,shot,knife,56,M,W,Springfield,FL,FALSE,other,Not fleeing,FALSE
+Jason Delgado Perez,12/23/2018,shot,gun,36,M,H,Albuquerque,NM,TRUE,attack,Not fleeing,FALSE
+"Kaulana ""Toji"" Reinhardt",12/23/2018,shot,gun,,M,O,Wailuku,HI,FALSE,attack,Car,TRUE
+Abdias Flores,12/24/2018,shot,gun,,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Jennifer Vasquez,12/25/2018,shot,vehicle,24,F,H,San Jose,CA,FALSE,attack,Car,FALSE
+Antonio A. Ramos,12/25/2018,shot,gun,34,M,H,Buckeye,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Jerome Taylor,12/26/2018,shot,vehicle,17,M,B,Lakeland,FL,FALSE,attack,Car,FALSE
+Gary Warbritton,12/26/2018,shot,gun,21,M,W,Rector,AR,FALSE,attack,Not fleeing,FALSE
+Wayne Falana,12/26/2018,shot,gun,35,M,B,Clearwater,FL,TRUE,attack,Not fleeing,FALSE
+"Mark Wade ""Cornbread"" Luttrell",12/28/2018,shot,gun,34,M,W,Tullahoma,TN,FALSE,attack,Not fleeing,FALSE
+Glenn A. Rightsell,12/28/2018,shot,gun,56,M,W,Crawfordsville,IN,FALSE,other,Not fleeing,FALSE
+Shane Lyons,12/28/2018,shot,machete,35,M,B,Port Arthur,TX,FALSE,other,Not fleeing,FALSE
+Edwin C. Bundy,12/28/2018,shot,gun,46,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,12/29/2018,shot,gun,42,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Warren Jay Beaubien,12/30/2018,shot,machete,49,M,W,Llano,TX,FALSE,other,Not fleeing,FALSE
+Kerry D. Blake,12/30/2018,shot,pole,44,M,B,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Paul Arbitelle,12/30/2018,shot and Tasered,knife,45,M,W,Danbury,CT,FALSE,other,Not fleeing,FALSE
+Iosia Faletogo,12/31/2018,shot,gun,36,M,A,Seattle,WA,FALSE,attack,Foot,TRUE
+Matthew Hurley,12/31/2018,shot,gun,45,M,W,Fort Dodge,IA,FALSE,attack,Car,FALSE
+Jesus Ramos,12/31/2018,shot,undetermined,34,M,H,Longmont,CO,TRUE,other,Foot,FALSE
+TK TK,12/31/2018,shot,knife,18,M,,Van Nuys,CA,FALSE,other,Not fleeing,TRUE
+Dylan Michael Smith,1/1/2019,shot,gun,26,M,W,Davidson County,NC,FALSE,attack,Foot,FALSE
+Brandon Lovell Webster,1/1/2019,shot,vehicle,28,M,B,Shallotte,NC,FALSE,other,Car,FALSE
+Matthew Burroughs,1/2/2019,shot,vehicle,35,M,B,Niles,OH,FALSE,attack,Foot,FALSE
+Abdoulaye Thiam,1/2/2019,shot,knife,20,M,B,Whitehaven,TN,FALSE,other,Not fleeing,TRUE
+Arron Thomas Lambert,1/2/2019,shot,Taser,33,M,W,San Antonio,TX,FALSE,attack,Other,FALSE
+Samuel Garcia,1/3/2019,shot,gun,39,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Robert Myers,1/3/2019,shot,gun,63,M,W,Greenport,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Roberts,1/3/2019,shot,knife,27,M,W,Albert Lea,MN,TRUE,attack,,FALSE
+Abiel Innis De Joel Rios,1/3/2019,shot,gun,33,M,H,Visalia,CA,TRUE,attack,Not fleeing,FALSE
+Jae Wesley Hardy,1/3/2019,shot,gun,27,M,B,Millbrook,AL,FALSE,other,Car,FALSE
+Eric David Sauerhagen,1/3/2019,shot,gun,31,M,W,Bozeman,MT,FALSE,other,Not fleeing,FALSE
+Zonell Williams,1/4/2019,shot,gun,33,M,B,Treme,LA,TRUE,attack,Not fleeing,TRUE
+Jeremy Dean Duncan,1/4/2019,shot,vehicle,39,M,W,Amarillo,TX,FALSE,attack,Car,FALSE
+John Richard Camacho,1/4/2019,shot,toy weapon,27,M,W,San Marcos,TX,FALSE,other,Car,FALSE
+Lawrence Thompson III,1/4/2019,shot,gun,32,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Oliver Hernandez,1/5/2019,shot,ax,29,M,H,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Harold Thompson,1/5/2019,shot,gun,81,M,,Union County,SC,FALSE,attack,Not fleeing,FALSE
+Adolfo Gonzalez,1/5/2019,shot,gun,28,M,H,Lemon Grove,CA,FALSE,other,Not fleeing,FALSE
+David John Engebretson,1/5/2019,shot,gun,50,M,W,Milwaukie,OR,FALSE,attack,Not fleeing,FALSE
+Shaun Kennedy,1/5/2019,shot,gun,55,M,W,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Kevin Shawn Hanson,1/6/2019,shot,gun,42,M,B,Hurricane,WV,FALSE,attack,Car,FALSE
+TK TK,1/6/2019,shot,knife,,M,,Glen Valley,CA,FALSE,other,Not fleeing,FALSE
+James McDonald,1/6/2019,shot,gun,,M,,Cache,OK,FALSE,attack,Not fleeing,FALSE
+Andre C. Gladen,1/6/2019,shot and Tasered,knife,36,M,B,Portland,OR,TRUE,other,Not fleeing,FALSE
+Nil Houer,1/6/2019,shot,gun,38,M,A,Houston,TX,FALSE,other,Not fleeing,FALSE
+Miguel Barraza-Lugo,1/7/2019,shot,gun,38,M,H,Kent,WA,FALSE,attack,Car,FALSE
+David Novak,1/7/2019,shot,baseball bat,35,M,W,Spokane,WA,FALSE,attack,Not fleeing,TRUE
+Jeremy Dale Edmonds,1/7/2019,shot,knife,42,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Michael W. Mobley,1/8/2019,shot,gun,53,M,,Leadwood,MO,FALSE,attack,Not fleeing,FALSE
+Jerald Wilson,1/8/2019,shot and Tasered,beer bottle,33,M,,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Lee Burney,1/10/2019,shot,gun,70,M,B,Eclectic,AL,FALSE,other,Not fleeing,FALSE
+Geoffrey Morris,1/10/2019,shot,gun and vehicle,29,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Juston Landry,1/11/2019,shot,gun,26,M,B,Lake Charles,LA,FALSE,other,Other,FALSE
+Treshun Symone Miller,1/11/2019,shot,gun,20,M,B,Arlington,TX,FALSE,attack,Foot,FALSE
+Charles Frederick Landeros,1/11/2019,shot,gun,30,M,H,Eugene,OR,FALSE,attack,Not fleeing,TRUE
+Jacob Michael Harris,1/11/2019,shot,gun,19,M,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,1/11/2019,shot and Tasered,ax,,M,,Huntsville,TX,FALSE,other,Not fleeing,FALSE
+Bill Akes,1/12/2019,shot,hatchet,48,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Christopher A. Schmitt,1/12/2019,shot,toy weapon,58,M,W,Dearborn County,IN,TRUE,attack,Not fleeing,FALSE
+Dimas Diaz,1/13/2019,shot,unarmed,38,M,H,Calabasas,CA,FALSE,other,Car,FALSE
+Roberto Tapia,1/13/2019,shot,gun,28,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Nathan Thoe,1/13/2019,shot,gun,34,M,W,White Lake,SD,FALSE,other,Not fleeing,FALSE
+Keith Harvey,1/13/2019,shot,knife,43,M,,Lakewood,WA,TRUE,attack,Not fleeing,FALSE
+Jahmal Derrick Stewart,1/14/2019,shot,gun,45,M,B,Linda,CA,FALSE,attack,Not fleeing,FALSE
+Rodney Hamilton,1/14/2019,shot,gun,62,M,,Gainesville,GA,FALSE,other,Not fleeing,FALSE
+Amiliano Antonio Apodaca,1/14/2019,shot,unarmed,18,M,H,Pueblo,CO,FALSE,other,Car,FALSE
+Louis Jose Burrus,1/14/2019,shot,gun,25,M,H,El Paso,TX,FALSE,other,Foot,FALSE
+Nathaniel Holland,1/14/2019,shot,knife,38,M,B,Vacaville,CA,FALSE,attack,Foot,FALSE
+Damon Murad Asad,1/14/2019,shot,gun,33,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+William Owens,1/14/2019,shot,gun,39,M,B,Logan Township,NJ,FALSE,attack,Not fleeing,FALSE
+Dean Heerdt,1/15/2019,shot,gun,58,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Stanley Stepanski III,1/15/2019,shot,gun,48,M,W,Roseville,CA,FALSE,attack,Car,FALSE
+Antonio Arce,1/15/2019,shot,toy weapon,14,M,H,Tempe,AZ,FALSE,other,Foot,TRUE
+D'ettrick Griffin,1/15/2019,shot,vehicle,18,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+Quency Chavez Floyd,1/15/2019,shot,gun,22,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Shawn Joseph Billinger,1/16/2019,shot,unarmed,46,M,W,Fort Lupton,CO,TRUE,undetermined,Car,TRUE
+D'Angelo Brown,1/16/2019,shot,vehicle,,M,B,West Memphis,AR,FALSE,other,Car,FALSE
+Megan Rivera,1/16/2019,shot,vehicle,,F,W,West Memphis,AR,FALSE,other,Car,FALSE
+Terry Lee Cockrell,1/16/2019,shot,gun,57,M,W,Sperry,OK,TRUE,other,Foot,TRUE
+Danny Kelley,1/16/2019,shot,knife,32,M,W,Charlotte,NC,FALSE,other,Foot,FALSE
+Mikyas Mehary Tegegne,1/16/2019,shot,gun,31,M,B,Silver Spring,MD,FALSE,other,Foot,FALSE
+Jihad Merrick,1/16/2019,shot,vehicle,29,M,,Nashua,IA,TRUE,attack,Car,FALSE
+Dale Weich,1/18/2019,shot,gun,64,M,W,O'Fallon,MO,TRUE,attack,Not fleeing,FALSE
+Matthew Neil Tuhkanen,1/19/2019,shot,unarmed,35,M,W,St. Louis Park,MN,TRUE,undetermined,Not fleeing,FALSE
+Mark Leo Gregory Gago,1/19/2019,shot,ax,42,M,W,Clackamas County,OR,FALSE,attack,Not fleeing,FALSE
+Jason C. Minnick,1/19/2019,shot,vehicle,30,M,W,Knoxville,TN,FALSE,other,Car,FALSE
+Chance Mavity,1/20/2019,shot,gun,26,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Horacio Ruiz-Rodriguez,1/21/2019,shot,unarmed,37,M,H,Las Vegas,NV,TRUE,other,Car,FALSE
+Jimmy Atchison,1/22/2019,shot,unarmed,21,M,B,Atlanta,GA,FALSE,undetermined,Foot,FALSE
+Preston Oszust,1/23/2019,shot,unarmed,20,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,FALSE
+Dwight Steward,1/23/2019,shot,knife,46,M,B,Spokane,WA,FALSE,other,,FALSE
+TK TK,1/23/2019,shot,undetermined,,M,N,Naschitti,NM,FALSE,undetermined,,FALSE
+Marcus Gishal,1/23/2019,shot,gun,20,M,H,Flagstaff,AZ,FALSE,attack,Foot,FALSE
+Kevin Grant Vawter,1/23/2019,shot and Tasered,knife,46,M,W,South Haven,IN,TRUE,attack,Not fleeing,TRUE
+Katlyn Alix,1/24/2019,shot,unarmed,24,F,W,St. Louis,MO,FALSE,other,Not fleeing,FALSE
+Christian Albarran,1/24/2019,shot,unarmed,26,M,H,Ehrenberg,AZ,FALSE,other,Car,FALSE
+Jeffrey Lynn Jones,1/25/2019,shot,gun,60,M,W,Dyersburg,TN,FALSE,attack,Not fleeing,FALSE
+Russ Allen McClellan,1/25/2019,shot,gun,48,M,,Garland,TX,TRUE,attack,Not fleeing,FALSE
+Robert C. Martin,1/25/2019,shot,gun,69,M,,North Escambia,FL,TRUE,attack,Not fleeing,FALSE
+Jacob Archambault,1/27/2019,shot,vehicle,25,M,N,Rosebud,SD,FALSE,attack,Car,FALSE
+Joey Duane Ramirez,1/28/2019,shot,gun,29,M,H,Jackson,MI,FALSE,attack,Foot,FALSE
+Rhogena Nicholas,1/28/2019,shot,unarmed,58,F,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dennis Tuttle,1/28/2019,shot,gun,59,M,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gregory Griffin,1/28/2019,shot,unarmed,46,M,B,Newark,NJ,FALSE,other,Car,FALSE
+David Michael Bosiljevac,1/28/2019,shot,toy weapon,55,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Nekiylo Dawayne Graves,1/28/2019,shot,unknown weapon,27,M,B,Mercury,NV,FALSE,other,Car,FALSE
+Nicholas Philhower,1/28/2019,shot,gun,30,M,W,Kirkwood,NY,FALSE,attack,Car,FALSE
+Richard Moulton,1/28/2019,shot,gun,52,M,,Butte County,CA,FALSE,attack,Car,FALSE
+Carl Thayer,1/28/2019,shot and Tasered,knife,45,M,W,Tehama County,CA,FALSE,other,Other,FALSE
+Siatu'u Tauai,1/29/2019,shot,vehicle,51,M,O,Kalihi,HI,FALSE,attack,Car,FALSE
+Paul Cantu,1/29/2019,shot,gun,27,M,H,Austin,TX,TRUE,attack,Car,TRUE
+Michael Joe Jolls,1/30/2019,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Anthony Patrick Pellissier,1/30/2019,shot,unknown weapon,52,M,W,Midland,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,1/31/2019,shot,gun,24,M,,Passaic,NJ,FALSE,other,Foot,FALSE
+Robert Martinez,2/1/2019,shot,vehicle,45,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Henry Harold Russell,2/2/2019,shot,knife,47,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Johnny Weeks,2/2/2019,shot,gun,68,M,B,Buford,GA,FALSE,attack,Not fleeing,FALSE
+Isaiah Thomas,2/2/2019,shot,knife,40,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Dylan Joseph-Mark Cross,2/3/2019,shot,gun,18,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Asuncion J. Gomez-Guerrero,2/3/2019,shot,vehicle,35,M,H,Waukegan,IL,FALSE,attack,Car,TRUE
+Robert Matz,2/4/2019,shot,gun,80,M,W,Clarksburg,WV,FALSE,attack,Not fleeing,FALSE
+Corey Johnson,2/4/2019,shot,gun,44,M,B,Farmville,VA,FALSE,attack,Not fleeing,FALSE
+Anthony Dewayne Childs,2/5/2019,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Foot,FALSE
+Seth Keo Mallard,2/6/2019,shot,gun,20,M,W,LaSalle,CO,FALSE,attack,,FALSE
+Hunter Alan,2/6/2019,shot and Tasered,knife,48,M,,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Allon Jones,2/6/2019,shot,gun,43,M,B,Walter Hill,TN,TRUE,attack,Not fleeing,FALSE
+Miles Dylan Cooper,2/6/2019,shot,gun,25,M,W,Stone County,MS,FALSE,attack,Car,TRUE
+Bruce Carter,2/6/2019,shot,box cutter,38,M,B,Joilet,IL,FALSE,attack,Not fleeing,FALSE
+Danny Rodriguez,2/7/2019,shot,knife,34,M,H,Seattle,WA,FALSE,attack,Not fleeing,TRUE
+Michael Robert Novak,2/7/2019,shot,knife,58,M,W,Madera,CA,TRUE,attack,Not fleeing,TRUE
+Morgan Shane West,2/7/2019,shot,unarmed,38,M,W,Snyder,TX,FALSE,undetermined,Not fleeing,FALSE
+Nolan Hurtzig,2/7/2019,shot,undetermined,29,M,W,Banning,CA,FALSE,undetermined,,FALSE
+Jason Matthew Hill,2/7/2019,shot,gun,40,M,W,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Charles L. Cook,2/7/2019,shot,gun,49,M,W,Barberton,OH,FALSE,attack,Not fleeing,FALSE
+Aaron Allen Przekop,2/8/2019,shot,unarmed,25,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Joshua Rember Williams,2/8/2019,shot,knife,32,M,,New York,NY,FALSE,attack,Not fleeing,FALSE
+Willie Bo McCoy,2/9/2019,shot,gun,21,M,B,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey D. Tyree,2/9/2019,shot,knife,57,M,W,Virginia Beach,VA,TRUE,attack,Not fleeing,FALSE
+Jonathan Ramirez,2/9/2019,shot,gun,28,M,H,Bailey,NC,FALSE,other,Not fleeing,TRUE
+Gabriel Carter,2/9/2019,shot,gun,25,M,W,Del City,OK,FALSE,attack,Not fleeing,FALSE
+Ted Schmitz,2/10/2019,shot,knife,58,M,W,Waukesha,WI,TRUE,attack,Not fleeing,FALSE
+Willie Jermaine Robinson,2/10/2019,shot,gun,34,M,B,Greenville County,SC,TRUE,attack,Not fleeing,TRUE
+Eric Young,2/11/2019,shot,unarmed,34,M,W,Montgomery,WV,TRUE,other,Not fleeing,FALSE
+Ty'rell Pounds,2/11/2019,shot,gun,24,M,B,Crestwood,KY,FALSE,attack,Car,FALSE
+Phayvanh Inthavong,2/11/2019,shot,gun,32,M,A,Redding,CA,FALSE,attack,Foot,FALSE
+Alex Johnson,2/12/2019,shot,knife,58,M,B,Defiance,OH,FALSE,other,Not fleeing,FALSE
+Christopher Brimsey,2/12/2019,shot,gun,20,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Patrick Reed,2/12/2019,shot,gun,19,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Johnny Mathis,2/12/2019,shot,gun,46,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Garrett James Ebenal,2/13/2019,shot,gun,28,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Greg Alyn Carlson,2/13/2019,shot,gun,47,M,W,Apex,NC,FALSE,attack,Not fleeing,FALSE
+Wilfredo Hernandez,2/14/2019,shot,knife,47,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Michael Drayer,2/14/2019,shot,knife,34,M,W,Aspers,PA,FALSE,attack,Not fleeing,FALSE
+Mark Morasky,2/14/2019,shot,gun,,M,W,San Jose,CA,FALSE,attack,Car,FALSE
+Gary Marin,2/15/2019,shot,gun,45,M,B,Aurora,IL,FALSE,attack,Not fleeing,FALSE
+Michael Elam,2/16/2019,shot,gun,17,M,B,Chicago,IL,FALSE,other,Car,FALSE
+Nam Quang Le,2/16/2019,shot,gun,34,M,A,Clinton,MS,FALSE,attack,Not fleeing,FALSE
+Javier Hernandez Morales,2/17/2019,shot,gun,48,M,H,Napa Valley,CA,FALSE,attack,Not fleeing,TRUE
+Elizabeth Ann Stropp,2/17/2019,shot,gun,37,F,,Claiborne County,TN,FALSE,attack,Foot,FALSE
+Reginald Romero Bursey,2/17/2019,shot,gun,32,M,B,New Orleans,LA,FALSE,attack,Not fleeing,FALSE
+Delmar Espejo,2/18/2019,shot,unarmed,20,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Pierre Woods,2/18/2019,shot,gun,31,M,B,Pelehatchie,MS,TRUE,attack,Not fleeing,FALSE
+Clayton Joseph,2/19/2019,shot,knife,16,M,A,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Emanuel David Joshua Oates,2/19/2019,shot,machete,24,M,B,Baltimore,MD,FALSE,other,Not fleeing,FALSE
+Kyron Marcell Sands,2/20/2019,shot,gun,39,M,B,Norwich,CT,TRUE,attack,Car,FALSE
+Kyle Thomas,2/20/2019,shot,vehicle,26,M,W,Honolulu,HI,FALSE,attack,Car,FALSE
+Bradley Blackshire,2/22/2019,shot,vehicle,30,M,B,Little Rock,AR,FALSE,attack,Car,TRUE
+Kasim Kahrim,2/22/2019,shot,gun,36,M,O,Boston,MA,FALSE,attack,Car,FALSE
+Timothy Rhodes,2/22/2019,shot,gun,28,M,W,Walton,WV,FALSE,attack,Not fleeing,FALSE
+Neico Crooks,2/22/2019,shot,vehicle,21,M,B,Miami Gardens,FL,FALSE,attack,Car,FALSE
+Felipe Martinez,2/22/2019,shot,knife,36,M,H,Poteet,TX,FALSE,other,Car,FALSE
+Sterling Durant Humbert,2/23/2019,shot,gun,28,M,W,Carrollton,TX,FALSE,attack,Car,TRUE
+Daniel David Messmer,2/23/2019,shot,gun,24,M,W,Victorville,CA,TRUE,attack,Not fleeing,FALSE
+Angel Burke,2/23/2019,shot,gun,29,M,W,Clarksville,TN,FALSE,other,Foot,FALSE
+Jackie Scott Pendergrass,2/23/2019,shot,gun,44,M,W,Blountville,TN,FALSE,attack,Not fleeing,FALSE
+Tommy Kirby,2/24/2019,shot,undetermined,41,M,W,Flint,MI,FALSE,undetermined,Car,FALSE
+Bryan A. Ryder,2/25/2019,shot,knife,38,M,W,Springfield,MO,TRUE,other,,FALSE
+David Litton,2/25/2019,shot,gun,40,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Sasha Ann Pishko,2/26/2019,shot,vehicle,20,F,W,McIntosh County,GA,FALSE,attack,Car,FALSE
+Tyler Schmidtbauer,2/26/2019,shot,gun,27,M,W,Miltona,MN,FALSE,other,Not fleeing,TRUE
+Joseph Hart,2/26/2019,shot,gun,51,M,W,Huger,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Schmitt,2/26/2019,shot,gun,48,M,W,Struthers,OH,FALSE,attack,Not fleeing,FALSE
+James Scott Reed,2/27/2019,shot,gun,40,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Gary Clark,2/27/2019,shot,unknown weapon,21,M,,DeRidder,LA,FALSE,other,,FALSE
+Michael Pierce,2/28/2019,shot,gun,29,M,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Kenneth Joseph Sisneros,2/28/2019,shot,gun,34,M,H,Lone Tree,CO,FALSE,other,Foot,FALSE
+Brenda Rodriguez Mendoza,3/1/2019,shot,gun,20,F,H,Salinas,CA,FALSE,other,,FALSE
+Maurice Arrisgado,3/1/2019,shot,unarmed,47,M,A,Honolulu,HI,FALSE,other,Foot,FALSE
+Eduardo Munoz,3/1/2019,shot and Tasered,unarmed,29,M,H,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Ricky Lee Prichard,3/2/2019,shot,gun,49,M,,Sebewaing,MI,TRUE,attack,Not fleeing,FALSE
+Larry Todd Hoover,3/2/2019,shot,sword,33,M,W,Mount Holly,NC,TRUE,other,Not fleeing,FALSE
+Tyler J. Meier,3/2/2019,shot,unarmed,46,M,W,Fairchild,WI,FALSE,attack,Not fleeing,FALSE
+Clair Jewell,3/2/2019,shot,undetermined,35,F,W,Carter County,KY,FALSE,other,,FALSE
+TK TK,3/2/2019,shot,knife,,M,,Waco,TX,FALSE,attack,Not fleeing,FALSE
+Robert D. Richardson,3/3/2019,shot,toy weapon,40,M,,Glenoma,WA,FALSE,attack,Not fleeing,FALSE
+Luke Anthony Swann,3/4/2019,shot,gun,36,M,B,Des Moines,IA,FALSE,attack,Foot,FALSE
+Stephen Kaylor,3/4/2019,shot,gun,63,M,W,Rancho Mirage,CA,TRUE,attack,,FALSE
+Daniel Moncada,3/4/2019,shot,gun,27,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jeremy Ponce,3/4/2019,shot,gun,17,M,H,San Antonio,TX,FALSE,attack,Car,FALSE
+Shamikle Jackson,3/4/2019,shot,machete,22,M,B,Aurora,CO,FALSE,other,Not fleeing,TRUE
+Steven Louis Goins,3/5/2019,shot,gun,22,M,,DeKalb County,GA,FALSE,attack,Foot,FALSE
+Jared D. Kelly,3/5/2019,shot,gun,36,M,,Springfield,MO,FALSE,other,,FALSE
+Stephanie Areanda Quiroz,3/5/2019,shot,unarmed,21,F,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Joshua Worth,3/5/2019,shot,undetermined,31,M,W,Greenville,MS,TRUE,undetermined,,FALSE
+Danny Brogdon,3/5/2019,shot and Tasered,knife,56,M,W,Muskogee,OK,FALSE,other,Not fleeing,FALSE
+Antonio Joseph Valentine,3/5/2019,shot and Tasered,gun,32,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Donqaule Maurice Gray,3/6/2019,shot,gun,25,M,B,Morgantown,WV,FALSE,attack,Foot,FALSE
+Rodney Fisher,3/7/2019,shot,gun,47,M,W,Jonesboro,AR,FALSE,other,Not fleeing,FALSE
+Carlos Hunter,3/7/2019,shot,gun,,M,H,Vancouver,WA,FALSE,other,Not fleeing,FALSE
+Dylan Aikey,3/7/2019,shot,gun,23,M,W,Anchorage,AK,FALSE,attack,Foot,FALSE
+Thomas Wayne Swinford,3/8/2019,shot,toy weapon,34,M,W,Athens,GA,TRUE,attack,,TRUE
+Beth Plant,3/9/2019,shot,knife,51,F,W,Cheatham County,TN,FALSE,attack,Not fleeing,FALSE
+Eric Hagstrom,3/9/2019,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Joel David Kellay,3/9/2019,shot,gun,46,M,W,Pennfield Township,MI,FALSE,attack,Not fleeing,FALSE
+Tommy Wayne Welch,3/9/2019,shot,knife,59,M,W,Quanah,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose German,3/9/2019,shot,gun,40,M,,Buckeye,AZ,FALSE,attack,Car,FALSE
+Rodney Lassiter,3/9/2019,shot,gun,30,M,B,Monahans,TX,TRUE,attack,Not fleeing,FALSE
+Brandon Robertson,3/10/2019,shot,gun,34,M,N,Redding,CA,FALSE,attack,Foot,FALSE
+Phillip Wayne Outland,3/10/2019,shot,gun,44,M,W,Cofield,NC,FALSE,attack,Not fleeing,FALSE
+Sokhom Hon,3/10/2019,shot,unknown weapon,31,M,A,San Bernardino,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Montoya,3/10/2019,shot,gun,51,M,H,Lakewood,CO,FALSE,attack,Car,FALSE
+Michael J. D'Angelo,3/11/2019,shot,knife,34,M,W,Westminster,MD,FALSE,attack,Not fleeing,FALSE
+Robert Mark Frady,3/12/2019,shot,gun,45,M,W,Salacoa,GA,FALSE,attack,Not fleeing,FALSE
+Latasha Nicole Walton,3/12/2019,shot,vehicle,32,F,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Brandon Stacey,3/12/2019,shot,gun,31,M,W,Kalamazoo,MI,FALSE,attack,Not fleeing,FALSE
+Charles Ballard,3/13/2019,shot,vehicle,41,M,B,Ashland,CA,FALSE,attack,Car,TRUE
+Benjamin Melendez,3/13/2019,shot,knife,29,M,H,Grand Island,NE,FALSE,attack,Not fleeing,FALSE
+Nina Adams,3/13/2019,shot,gun,47,F,B,Greensburg,PA,TRUE,attack,Not fleeing,FALSE
+Henry Wayne Rivera,3/13/2019,shot,unarmed,30,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Shawn Taylor Waite,3/14/2019,shot,knife,27,M,N,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,3/14/2019,shot,gun,27,M,,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jerry Marrero,3/14/2019,shot,knife,38,M,H,Jacksonville,FL,TRUE,other,Not fleeing,FALSE
+George Wayne McCallum,3/14/2019,shot,gun,33,M,W,Monroe County,MS,TRUE,other,Car,FALSE
+Jason Williams,3/14/2019,shot,toy weapon,42,M,,Trenton,NJ,TRUE,other,Not fleeing,FALSE
+Victor J. Morales Zavala,3/14/2019,shot,gun,25,M,W,Ontario,OR,TRUE,attack,Car,FALSE
+Michael Cohen,3/15/2019,shot,gun,47,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Billy L. Walker,3/16/2019,shot,gun,53,M,,Macoupin County,IL,FALSE,attack,Other,FALSE
+James Young,3/16/2019,shot,gun,77,M,,The Dalles,OR,FALSE,attack,Not fleeing,FALSE
+Timothy John Beckwith,3/16/2019,shot,gun,49,M,W,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Jorge Luis Rivera-Melendez,3/17/2019,shot,gun,33,M,H,Clermont,FL,FALSE,other,,FALSE
+Kenneth Cherry,3/18/2019,shot and Tasered,sharp object,36,M,W,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Thomas Johnson,3/19/2019,shot,gun,22,M,B,Bastrop,LA,FALSE,undetermined,Foot,FALSE
+Juan Manuel Flores Del Toro,3/19/2019,shot,gun,29,M,H,Kittitas,WA,FALSE,attack,Car,FALSE
+Jesus Calderon,3/19/2019,shot,knife,52,M,H,Tampa,FL,TRUE,other,Not fleeing,FALSE
+James Hunn,3/19/2019,shot,gun,61,M,W,University City,MO,TRUE,attack,Not fleeing,FALSE
+Osaze Osagie,3/20/2019,shot,knife,29,M,B,State College,PA,TRUE,attack,Not fleeing,FALSE
+Stevie Garcia,3/20/2019,shot,gun,37,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Hannah Westall,3/20/2019,shot,toy weapon,26,F,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Erick Ramirez,3/21/2019,shot,knife,32,M,,Sandy Springs,GA,TRUE,attack,Not fleeing,FALSE
+Daishawn Brown,3/21/2019,shot,gun,19,M,B,Modesto,CA,FALSE,undetermined,Car,FALSE
+Bruce Puchel,3/22/2019,shot,gun,45,M,W,Ernul,NC,TRUE,other,Not fleeing,FALSE
+Derek Smith,3/22/2019,shot,knife,22,M,B,Walterboro,SC,FALSE,other,Not fleeing,FALSE
+Kevin Bruce Mason,3/24/2019,shot,unarmed,57,M,B,Baltimore,MD,FALSE,other,Not fleeing,TRUE
+Joseph David Durman,3/24/2019,shot,gun,46,M,W,Port St. Joe,FL,FALSE,other,Car,FALSE
+Danquirs Napoleon Franklin,3/25/2019,shot,gun,27,M,B,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+Abraham Arellano,3/25/2019,shot,gun,26,M,H,Thurmont,MD,TRUE,other,,FALSE
+Brandon Coty Elliott,3/25/2019,shot,gun,30,M,W,Horry County,SC,TRUE,other,Foot,FALSE
+Kaylon Robinson,3/25/2019,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Brandon Michael Jacque,3/27/2019,shot,vehicle,25,M,W,Burnet,TX,FALSE,attack,Not fleeing,TRUE
+Stephen Marshall,3/27/2019,shot,gun,51,M,W,Manchester,NH,FALSE,attack,Not fleeing,FALSE
+Leonardo Gallegos,3/27/2019,shot,gun,40,M,H,Cochran County,TX,FALSE,attack,Car,FALSE
+Kevin Samuel Capers,3/27/2019,shot,knife,47,M,W,Chickasha,OK,FALSE,other,Not fleeing,FALSE
+Chris Joseph,3/27/2019,shot,vehicle,38,M,B,Terrytown,LA,FALSE,attack,Not fleeing,FALSE
+Daviri Robertson,3/27/2019,shot,vehicle,39,M,B,Terrytown,LA,FALSE,attack,Car,FALSE
+Brian Leslie Statler,3/27/2019,shot,sword,30,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Eugene Horn,3/28/2019,shot,gun,43,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Augustine Gutierrez,3/28/2019,shot,gun,42,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Pierre J. Cher Frere,3/30/2019,shot,gun,25,M,B,Miami,FL,FALSE,attack,,FALSE
+Andrew John Mason,3/30/2019,shot,unarmed,22,M,W,Watuaga County,NC,FALSE,attack,Not fleeing,FALSE
+Ondrae Levado Hutchinson,3/30/2019,shot and Tasered,gun,30,M,B,Durham,NC,FALSE,attack,Foot,TRUE
+Stacy William Kenny,3/31/2019,shot,vehicle,33,F,W,Springfield,OR,TRUE,other,Car,FALSE
+Juan Padilla,3/31/2019,shot,knife,24,M,H,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Oscar Cain,3/31/2019,shot,gun,31,M,B,Atlanta,GA,FALSE,other,Foot,FALSE
+Kevin Ray McEnulty,3/31/2019,shot,gun,25,M,N,Fairbanks,AK,FALSE,other,Car,FALSE
+Lianna Renee London,4/1/2019,shot,gun,28,F,W,LaFollette,TN,FALSE,attack,Not fleeing,FALSE
+Veltavious Griggs,4/1/2019,shot,gun,19,M,B,Union City,GA,FALSE,attack,,FALSE
+Bishar Hassan,4/1/2019,shot,BB gun,31,M,B,Anchorage,AK,TRUE,other,Foot,FALSE
+TK TK,4/1/2019,shot and Tasered,undetermined,29,M,,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Donnell James Lang,4/2/2019,shot,unarmed,48,M,W,Redding,CA,TRUE,attack,Not fleeing,FALSE
+Barry A. Rucker,4/3/2019,shot,gun,53,M,W,Brownstown,IN,FALSE,other,Not fleeing,FALSE
+Alfonso Cervantes,4/3/2019,shot,gun,50,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Garner,4/3/2019,shot,gun,55,M,H,Boynton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Zachary Kinard,4/3/2019,shot,gun,,M,W,Pelion,SC,FALSE,other,Car,FALSE
+Thomas Verile,4/4/2019,shot,unarmed,37,M,W,Kalamazoo,MI,TRUE,other,Not fleeing,FALSE
+Daniel Robert Ramirez,4/4/2019,shot,gun,30,M,H,Anaheim,CA,FALSE,other,Not fleeing,FALSE
+Julius Glover,4/5/2019,shot,knife,26,M,,Bloomingdale,IL,FALSE,other,Car,FALSE
+Benjamin B. Lucas,4/6/2019,shot,gun,36,M,W,New Albany,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Orlando Bowers,4/7/2019,shot,gun,24,M,B,Greeneville,TN,FALSE,attack,Not fleeing,FALSE
+Marzeus Scott,4/7/2019,shot,unarmed,35,M,B,Blytheville,AR,TRUE,attack,Foot,TRUE
+Charles Bradley Payne,4/7/2019,shot,knife,42,M,W,Hamilton County,TN,FALSE,attack,Not fleeing,FALSE
+Harold Vincent Robinson,4/8/2019,shot,gun,37,M,B,Salt Lake City,UT,FALSE,attack,Car,FALSE
+Michael Wray Hensley,4/9/2019,shot,gun,28,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Gulley,4/9/2019,shot,gun,32,M,W,Henry County,IN,FALSE,attack,Not fleeing,FALSE
+Terry Davis,4/9/2019,shot,gun,33,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Trivenskey O. Odom,4/10/2019,shot,gun,27,M,B,Shreveport,LA,FALSE,attack,Car,FALSE
+Anthony Santana,4/10/2019,shot,gun,21,M,H,Indio,CA,FALSE,other,Not fleeing,FALSE
+David Wittman,4/10/2019,shot,gun,47,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+John Darlington,4/10/2019,shot,gun,57,M,W,Mexico Beach,FL,FALSE,other,Not fleeing,FALSE
+TK TK,4/11/2019,shot,gun,20,M,,Canutillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Demetrious Brooks,4/11/2019,shot,gun,34,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Marcus McVae,4/11/2019,shot,unarmed,34,M,B,Boerne,TX,FALSE,attack,Foot,FALSE
+Phillip Thomas Marsh,4/11/2019,shot,gun,30,M,W,DeLand,FL,TRUE,attack,Car,FALSE
+Theresa Medina-Thomas,4/11/2019,shot,vehicle,29,F,H,Ahwatukee,AZ,FALSE,other,Car,FALSE
+Myron Flowers,4/12/2019,shot,gun,28,M,B,Clinton,LA,FALSE,attack,Not fleeing,FALSE
+Juan Torres,4/12/2019,shot,wrench,39,M,H,Buckeye,AZ,TRUE,attack,Not fleeing,TRUE
+Luc Ciel,4/12/2019,shot,knife,54,M,A,Richmond,CA,FALSE,attack,Not fleeing,FALSE
+Augustus Combs,4/14/2019,shot,gun,27,M,W,Dalhart,TX,FALSE,other,Foot,FALSE
+Kawaski Trawick,4/14/2019,shot,knife,32,M,B,New York,NY,FALSE,other,Not fleeing,TRUE
+Clarence Leading Fighter,4/14/2019,shot,knife,32,M,N,Rushville,NE,FALSE,other,Foot,FALSE
+William Crawford,4/14/2019,shot,gun,47,M,W,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Brian Dellaann Butts,4/14/2019,shot,gun,33,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Henry Lane,4/14/2019,shot and Tasered,walking stick,42,M,N,Red Bluff,CA,TRUE,other,Foot,FALSE
+Samuel Charles Talbott,4/15/2019,shot,knife,,M,W,Pigeon Forge,TN,TRUE,other,Not fleeing,FALSE
+Tyler R. Johnson,4/16/2019,shot,knife,24,M,,Lee,NY,TRUE,other,Not fleeing,FALSE
+Chadwick Dale Martin,4/16/2019,shot,vehicle,24,M,W,Fountain Inn,SC,FALSE,attack,Car,FALSE
+Patrick West,4/16/2019,shot,sword,42,M,W,Montesano,WA,TRUE,other,Not fleeing,FALSE
+Akeen Brown,4/17/2019,shot,gun,34,M,B,Flint,MI,FALSE,attack,Not fleeing,FALSE
+"John Stewart, Jr.",4/17/2019,shot,knife,46,M,W,Pentress,WV,TRUE,attack,Foot,TRUE
+John Duane Fairbanks,4/18/2019,shot,gun,40,M,N,Coon Rapids,MN,FALSE,attack,Foot,TRUE
+Michael Allen Felch,4/18/2019,shot,gun,30,M,W,Fremont,CA,FALSE,attack,Not fleeing,TRUE
+Luiz Leizado,4/18/2019,shot,gun,42,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Soheil Antonio Mojarrad,4/20/2019,shot,knife,30,M,W,Raleigh,NC,FALSE,attack,Not fleeing,FALSE
+Carlton Steve Brooks,4/20/2019,shot,gun,63,M,W,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Anthony Jose Vega Cruz,4/20/2019,shot,vehicle,18,M,H,Wethersfield,CT,FALSE,attack,Foot,FALSE
+Sean Michael Collins,4/20/2019,shot,gun,29,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,TRUE
+Michael St. Clair,4/21/2019,shot,gun,42,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+David Flores Ramos,4/22/2019,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,,TRUE
+James Freeman,4/22/2019,shot,gun,46,M,,Watauga,TX,FALSE,attack,Not fleeing,FALSE
+Richard Allen Moench,4/22/2019,shot,gun,50,M,W,Shelby,MT,FALSE,attack,Not fleeing,FALSE
+Emory Moore,4/24/2019,shot,undetermined,29,M,W,Owingsville,KY,FALSE,attack,Car,FALSE
+Jonathan Patzel,4/24/2019,shot,knife,29,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Stanley Edward Thompson,4/25/2019,shot,gun,51,M,W,Apex,NC,FALSE,attack,,FALSE
+Blayne Erwin Morris,4/25/2019,shot,gun,23,M,,Lemoore,CA,FALSE,attack,Car,FALSE
+Max Helton,4/26/2019,shot,gun,43,M,,Clarksville,IN,TRUE,attack,Not fleeing,TRUE
+Kevin Leroy Beasley,4/26/2019,shot,rock,23,M,B,Denver,CO,TRUE,attack,Not fleeing,FALSE
+Jose Dominguez,4/28/2019,shot,gun,47,M,H,Sparks,NV,TRUE,other,Not fleeing,FALSE
+Carlos Manuel Dodero,4/28/2019,shot,gun,45,M,H,Austin,TX,TRUE,other,Not fleeing,TRUE
+Jeb Colin Brock,4/29/2019,shot,knife,42,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Alejandro Hernandez,4/29/2019,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Lawrence Bottoms,4/29/2019,shot,gun,29,M,W,Hancock County,MS,FALSE,attack,Foot,FALSE
+Shawna Widemann,4/29/2019,shot,hammer,49,F,A,Welch,WV,FALSE,other,Not fleeing,FALSE
+Isaiah Lewis,4/29/2019,shot and Tasered,unarmed,17,M,B,Edmond,OK,FALSE,attack,Foot,FALSE
+TK TK,4/30/2019,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+April Robertson,4/30/2019,shot,knife,45,F,W,Welcome,NC,FALSE,other,Not fleeing,FALSE
+TK TK,4/30/2019,shot,knife,,M,,Perris,CA,FALSE,other,Not fleeing,FALSE
+Reinaldo Gonzalez,5/1/2019,shot,knife,51,M,H,Miami,FL,FALSE,other,Not fleeing,FALSE
+Isaac Pineda,5/1/2019,shot,gun,37,M,H,Meadowlake,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,5/1/2019,shot,knife,,M,,Bruce,FL,FALSE,other,Not fleeing,FALSE
+Timothy Manuel,5/1/2019,shot,gun,28,M,W,Hiltons,VA,FALSE,attack,Foot,FALSE
+David Wayne West,5/2/2019,shot,unarmed,52,M,W,Glenwood,GA,FALSE,attack,Other,FALSE
+Robert Uhl Johnson,5/2/2019,shot,gun,76,M,,Parkville,MD,TRUE,attack,Not fleeing,TRUE
+Jorge Albert Merino,5/2/2019,shot,gun,37,M,H,Cedar Hill,TX,FALSE,other,Car,FALSE
+TK TK,5/4/2019,shot,vehicle,,M,,San Jose,CA,FALSE,attack,Car,TRUE
+Timothy Russell Majchrzak,5/4/2019,shot,gun,37,M,W,Hermantown,MN,FALSE,attack,Foot,FALSE
+Ethan Austin Murray,5/4/2019,shot,unarmed,25,M,W,Spokane,WA,TRUE,other,Foot,FALSE
+Saoun Pol,5/4/2019,shot,baseball bat,35,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jason Demarcus Larkin,5/4/2019,shot and Tasered,knife,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Herrera,5/5/2019,shot,knife,61,M,H,Angel Fire,NM,FALSE,other,Not fleeing,FALSE
+Pedro Colazo-villa,5/6/2019,shot,gun,33,M,H,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Cesar Tomix Sarmiento-Molina,5/7/2019,shot,gun,34,M,H,Milwaukee,WI,FALSE,other,Not fleeing,FALSE
+Aubrey Manning,5/7/2019,shot,gun,59,M,W,Lumberton,MS,FALSE,other,Not fleeing,FALSE
+Francisco Anthony Alcaraz,5/7/2019,shot,gun,32,M,H,Goleta,CA,FALSE,attack,Not fleeing,FALSE
+William R. Clark,5/9/2019,shot,vehicle,31,M,,Wytheville,VA,FALSE,attack,Car,FALSE
+Eddie Herrera,5/9/2019,shot,gun,49,M,H,Montebello,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Smith,5/9/2019,shot,knife,31,M,B,Seattle,WA,TRUE,attack,Not fleeing,TRUE
+Hector Lopez,5/9/2019,shot,gun,29,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Derrec Jamal Shaw,5/10/2019,shot,gun,25,M,B,Tulsa,OK,TRUE,attack,Foot,TRUE
+Sharell Brown,5/11/2019,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Fuller,5/11/2019,shot,gun,,M,B,Savannah,GA,FALSE,attack,Foot,FALSE
+Jeremy Potwin,5/11/2019,shot,gun,39,M,W,Tunbridge,VT,FALSE,attack,Not fleeing,FALSE
+Paul Mcvicker,5/11/2019,shot,gun,43,M,,Parks,AZ,FALSE,other,Car,FALSE
+Luis Quinones Rosa,5/11/2019,shot,gun,26,M,H,South Sioux City,NE,FALSE,attack,Not fleeing,FALSE
+Malik Ali Gresham,5/13/2019,shot,knife,36,M,B,Gardena,CA,FALSE,attack,Not fleeing,TRUE
+Pamela Shantay Turner,5/13/2019,shot,Taser,45,F,B,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+James Douglas Meadows,5/13/2019,shot,gun,45,M,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alex Steward Underdown,5/14/2019,shot,gun,54,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Ronny Rodriguez,5/15/2019,shot,knife,43,M,H,Tamarac,FL,FALSE,attack,,FALSE
+Ruben Houston,5/15/2019,shot,gun,,M,B,Appleton,WI,TRUE,attack,Not fleeing,TRUE
+Djuantez Anthony Mitchell,5/15/2019,shot,vehicle,30,M,B,Louisville,KY,FALSE,attack,Car,FALSE
+Michael Nieto,5/16/2019,shot,gun,,M,H,Palm Beach Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Elizabeth Harris,5/16/2019,shot,gun,58,F,W,New Boston,TX,TRUE,attack,Not fleeing,FALSE
+Luis Lomante,5/17/2019,shot,knife,39,M,H,Davie,FL,FALSE,other,Not fleeing,FALSE
+"Donald Davis, Jr.",5/17/2019,shot,gun,40,M,B,New Orleans,LA,FALSE,attack,,TRUE
+Daniel Warren,5/17/2019,shot,gun,36,M,B,Pasadena,CA,FALSE,attack,Not fleeing,TRUE
+Dion Grey Hat,5/18/2019,shot,undetermined,27,M,N,Tonalea,AZ,FALSE,undetermined,,FALSE
+Andrew Giovanni Meza,5/18/2019,shot,knife,20,M,H,Garden Grove,CA,TRUE,attack,Not fleeing,FALSE
+Robert Rabago,5/19/2019,shot,gun,17,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Esteban Martinez,5/19/2019,shot,unknown weapon,59,M,H,Huron,CA,FALSE,attack,Not fleeing,FALSE
+Lori Markham,5/19/2019,shot,gun,47,F,W,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+Ronnie Churches,5/19/2019,shot,gun,45,M,O,Miami Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Lawrence Lee Lovato,5/19/2019,shot,gun,46,M,,Trinidad,CO,FALSE,attack,Car,FALSE
+Michael Ann Godsey,5/20/2019,shot,gun,34,F,W,Blackwell,OK,FALSE,attack,Car,FALSE
+Carlos Javier Roman Santiago,5/20/2019,shot,knife,46,M,H,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Enosa Strickland,5/20/2019,shot,knife,26,M,B,Auburn,WA,FALSE,attack,Not fleeing,FALSE
+Juan Antonio Sillas,5/21/2019,shot,hammer,21,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Steven Case,5/21/2019,shot,gun,29,M,W,Auburn,ME,FALSE,attack,Not fleeing,FALSE
+Joseph M. Tedrick,5/22/2019,shot,gun,33,M,W,Ashland,WI,FALSE,other,Car,FALSE
+Christopher L. Brown,5/22/2019,shot,vehicle,32,M,,Montgomery Creek,KY,FALSE,attack,Car,FALSE
+David Marcus Reece,5/22/2019,shot,gun,47,M,W,Inman,SC,FALSE,attack,Not fleeing,FALSE
+Myles Frazier,5/22/2019,shot,gun,22,M,B,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/22/2019,shot,gun,,M,,Orange Park,FL,FALSE,attack,Not fleeing,FALSE
+Luke H. Patterson,5/23/2019,shot,unarmed,41,M,W,Montgomery,NY,FALSE,other,Not fleeing,FALSE
+Adam Michael McCoy,5/23/2019,shot,gun,28,M,W,Pearl River County,MS,TRUE,attack,Car,FALSE
+Fred Burton,5/23/2019,shot,gun,56,M,W,Wichita,KS,TRUE,attack,Not fleeing,FALSE
+Ryan Brett Thomas,5/24/2019,shot,gun,41,M,W,Indian River County,FL,FALSE,attack,Car,FALSE
+Carlvon Mayo,5/24/2019,shot,gun,35,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Hamid Ould-Rouis,5/24/2019,shot,unknown weapon,59,M,O,Fort Lauderdale,FL,FALSE,other,Other,FALSE
+Terrance Bridges,5/26/2019,shot,gun,30,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Billy Wade Webber,5/26/2019,shot,gun,48,M,,Odessa,TX,FALSE,attack,,FALSE
+Robert Sabater,5/27/2019,shot,gun,49,M,W,Wichita,KS,TRUE,attack,Foot,FALSE
+Nakia Smith,5/27/2019,shot,gun,41,M,B,Joliet,IL,FALSE,attack,Not fleeing,FALSE
+Curtis Stagger,5/28/2019,shot,gun,21,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Gerald Tremblay,5/29/2019,shot,gun,62,M,W,Wilmington,NC,TRUE,attack,Not fleeing,FALSE
+TK TK,5/30/2019,shot,gun,,F,,Ontario,CA,TRUE,other,Not fleeing,FALSE
+Crystal Danielle Ragland,5/30/2019,shot,gun,32,F,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Isaac Ray Ruiz,5/30/2019,shot,gun,22,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+Steve Huff,5/30/2019,shot,gun,58,M,W,Havre de Grace,MD,TRUE,other,Not fleeing,FALSE
+Kyle Needham,5/31/2019,shot,vehicle,32,M,W,Gorham,ME,FALSE,attack,Car,FALSE
+Jesse Sarey,5/31/2019,shot,unarmed,26,M,A,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Thomas Goodeyes Gay,6/1/2019,shot,unarmed,35,M,N,Bartlesville,OK,TRUE,undetermined,Not fleeing,FALSE
+Nikolai Landry,6/1/2019,shot,gun,27,M,W,Anderson,CA,FALSE,other,Not fleeing,FALSE
+Marcus Boles,6/1/2019,shot,knife,35,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Cody Wayne Seals,6/1/2019,shot,flashlight,38,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+Miles Hall,6/2/2019,shot,crowbar,23,M,B,Walnut Creek,CA,TRUE,attack,Not fleeing,TRUE
+David Hoal,6/3/2019,shot,gun,59,M,W,Collierville,TN,TRUE,attack,Not fleeing,FALSE
+Travis James Eckstein,6/3/2019,shot,gun,23,M,W,San Ysidro,CA,TRUE,attack,Car,FALSE
+Samuel Galberth,6/3/2019,shot,gun,43,M,B,Ardsley,NY,FALSE,attack,,FALSE
+Kevin Pudlik,6/3/2019,shot,unarmed,41,M,B,Detroit,MI,FALSE,other,Car,FALSE
+Martin Allen Goodier,6/4/2019,shot,knife,56,M,W,Davidsonville,MD,FALSE,other,Not fleeing,FALSE
+Erik Gebauer,6/4/2019,shot,gun,45,M,W,Indialantic,FL,FALSE,attack,Not fleeing,FALSE
+Fabian Rivera,6/5/2019,shot,gun,28,M,H,Bernalillo,NM,FALSE,other,Not fleeing,FALSE
+Jay Clem,6/5/2019,shot,gun,,M,W,Jonesboro,AR,TRUE,other,Not fleeing,FALSE
+Scott Hedgecock,6/5/2019,shot,knife,54,M,W,Trinity,NC,TRUE,attack,Not fleeing,FALSE
+Matthew Freeseha,6/5/2019,shot,gun,39,M,W,Escalon,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Twyman,6/6/2019,shot,unarmed,,M,B,Los Angeles,CA,FALSE,other,Car,FALSE
+Jose De Santiago Media,6/6/2019,shot,sharp object,41,M,H,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Edtwon Stamps,6/6/2019,shot,gun,27,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Harry Gipson,6/6/2019,shot,gun,70,M,W,Braxton,MS,TRUE,attack,,FALSE
+Jose Jesus Astorga,6/6/2019,shot,gun,,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Jose Salvador Meza,6/6/2019,shot,gun,35,M,H,San Gabriel,CA,FALSE,attack,Not fleeing,FALSE
+Rodnell Cotton,6/6/2019,shot,gun,26,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Zendall Noble,6/6/2019,shot,gun,58,M,W,Bonnyman,KY,FALSE,attack,Not fleeing,FALSE
+Jason Nash,6/7/2019,shot,gun,46,M,W,Bristol,TN,FALSE,other,Not fleeing,FALSE
+Bryan Bernard Wallace,6/8/2019,shot,gun,39,M,B,Clearwater,FL,FALSE,other,Not fleeing,FALSE
+Krystal Arvizu,6/8/2019,shot,ax,33,F,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+JaQuavion Slaton,6/9/2019,shot,gun,20,M,B,Fort Worth,TX,FALSE,other,Foot,FALSE
+David Wayne Downs,6/9/2019,shot,knife,38,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+William James Back,6/9/2019,shot,gun,41,M,W,Shirley,AR,FALSE,attack,Not fleeing,FALSE
+Ysidro Osornio-Velasquez,6/9/2019,shot,gun,32,M,H,Menifee,CA,FALSE,attack,Car,FALSE
+Terry Frost,6/10/2019,shot,vehicle,,M,W,Kingsport,TN,FALSE,attack,Not fleeing,FALSE
+"Vincense Williams, Jr.",6/10/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,other,Not fleeing,TRUE
+Brent Durbin-Daniel,6/10/2019,shot,gun,19,M,B,Lawton,OK,TRUE,other,Car,FALSE
+Jaquan Derrick Diijon Thompson,6/11/2019,shot,knife,27,M,B,Porteau,OK,FALSE,attack,Not fleeing,FALSE
+Eddie Humberto Segura,6/11/2019,shot,barstool,40,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Jimmy De Odell,6/11/2019,shot,unknown weapon,61,M,W,Hopkins County,TX,FALSE,other,Not fleeing,FALSE
+TK TK,6/11/2019,shot,toy weapon,56,M,,San Leandro,CA,TRUE,other,Not fleeing,FALSE
+Thomas Ray Berry,6/11/2019,shot,gun,52,M,,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Brandon Webber,6/12/2019,shot,vehicle,20,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Juan Manuel Moreno,6/12/2019,shot,unarmed,35,M,H,Farmers Branch,TX,FALSE,other,Car,FALSE
+Marquis Weems,6/13/2019,shot,vehicle,17,M,B,Rockville,MD,FALSE,attack,Car,FALSE
+Tramon Savage,6/13/2019,shot,vehicle,22,M,B,Jacksonville,AR,FALSE,attack,Car,FALSE
+TK TK,6/14/2019,shot,undetermined,,M,,Delano,CA,FALSE,undetermined,Foot,FALSE
+Michael Sheehan,6/15/2019,shot,gun,45,M,W,Belmont,NH,TRUE,other,Not fleeing,FALSE
+Mantry Norris,6/15/2019,shot,knife,20,M,B,Renton,WA,TRUE,attack,,FALSE
+Ty'Rese West,6/15/2019,shot,unknown weapon,18,M,B,Racine,WI,FALSE,other,Other,FALSE
+Jamarcus Dejun Moore,6/15/2019,shot,gun,28,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Alfredo Chino,6/15/2019,shot,knife,38,M,H,Toppenish,WA,FALSE,other,Not fleeing,FALSE
+TK TK,6/15/2019,shot,gun,,M,,Pearland,TX,FALSE,other,Not fleeing,FALSE
+Eric Jack Logan,6/16/2019,shot,knife,53,M,B,South Bend,IN,FALSE,attack,Not fleeing,FALSE
+Carlos Vale,6/16/2019,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Shawn Ray Wilson,6/16/2019,shot,gun,48,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Mark Anthony Galvan,6/17/2019,shot,vehicle,20,M,H,Brownsville,TX,FALSE,attack,Car,FALSE
+Francisco Tarin,6/17/2019,shot,gun,35,M,H,Las Cruces,NM,FALSE,attack,Car,FALSE
+Brian Isaack Clyde,6/17/2019,shot,gun,22,M,W,Dallas,TX,TRUE,attack,Foot,FALSE
+Josh Flores,6/18/2019,shot,knife,18,M,H,Centralia,WA,FALSE,other,Not fleeing,FALSE
+Michael Sheridan,6/18/2019,shot,gun,34,M,,Friendly Hills,CO,FALSE,attack,Not fleeing,FALSE
+DeWayne Watkins,6/18/2019,shot,toy weapon,74,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Juan Carlos Chapa,6/20/2019,shot,gun,33,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Eric Portillo,6/20/2019,shot,gun,38,M,,Tulsa,OK,FALSE,attack,Car,TRUE
+Dewayne Tackett,6/20/2019,shot,gun,38,M,W,Ashville,OH,FALSE,other,Car,FALSE
+Kevin Anthony Alaniz,6/22/2019,shot,gun,26,M,H,Big Sur,CA,FALSE,attack,,FALSE
+Scott William Robertson,6/22/2019,shot,gun,41,M,W,Phoenix,MD,FALSE,other,,TRUE
+Michael Spencer,6/23/2019,shot,knife,29,M,W,Springfield,OH,TRUE,attack,Foot,FALSE
+Jaymil Ellerbe,6/24/2019,shot,gun,19,M,B,Boston,MA,FALSE,attack,Car,TRUE
+Bradley Rundle,6/24/2019,shot,gun,61,M,B,Englewood,FL,FALSE,attack,Not fleeing,FALSE
+Peter Alexander Bohning,6/24/2019,shot,knife,34,M,W,Seminole,TX,FALSE,attack,Not fleeing,FALSE
+Tomas Hernandez,6/25/2019,shot,knife,35,M,H,San Antonio,TX,TRUE,other,Not fleeing,FALSE
+TK TK,6/25/2019,shot,knife,,M,,Miami,FL,FALSE,other,Not fleeing,FALSE
+Shawn D. Blowers,6/25/2019,shot,knife,43,M,W,Menasha,WI,FALSE,other,Not fleeing,FALSE
+Michael Norquest,6/26/2019,shot,sword,50,M,W,Timberville,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Collins III,6/26/2019,shot,sharp object,32,M,B,Sugarcreek,OH,FALSE,attack,Not fleeing,TRUE
+Marvin Green,6/27/2019,shot,gun,50,M,B,Springfield,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Ray Smith,6/27/2019,shot,undetermined,54,M,B,Orangeburg,SC,FALSE,undetermined,,FALSE
+Stephen D. Sloan,6/27/2019,shot,gun,35,M,W,Wolfe County,KY,FALSE,other,Not fleeing,FALSE
+Matthew Christian Smith,6/27/2019,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Paul David Rea,6/27/2019,shot,unarmed,18,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+William Aubrey Martin,6/27/2019,shot,vehicle,50,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Erik Sandoval,6/27/2019,shot,gun,41,M,H,Yucca Valley,CA,FALSE,attack,Not fleeing,FALSE
+Gene Pool,6/28/2019,shot,gun,37,M,B,Pueblo,CO,FALSE,other,Car,FALSE
+William Lamb,6/28/2019,shot,gun,76,M,W,Smyrna,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,6/28/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Car,FALSE
+Ryan Moody,6/28/2019,shot,gun,19,M,W,Pearl,MS,FALSE,attack,Not fleeing,FALSE
+Zackary Ryan Hoppe,6/28/2019,shot,gun,40,M,W,Bacliff,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,6/29/2019,shot,gun,61,M,W,Denton County,TX,FALSE,attack,,FALSE
+Jack Daniel West,6/29/2019,shot,gun,61,M,W,Lantana,TX,FALSE,attack,Not fleeing,TRUE
+Christopher Barela,7/1/2019,shot,gun,22,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+"Terry Allen ""Bubba"" Payne",7/1/2019,shot,gun,52,M,W,Pontotoc County,MS,FALSE,attack,Car,FALSE
+Aaron Hong,7/1/2019,shot,knife,23,M,A,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Ben Fields,7/1/2019,shot,knife,67,M,B,Port St. Lucie,FL,FALSE,other,Not fleeing,FALSE
+Chad Williams,7/2/2019,shot,ax,44,M,W,Bagley Township,MI,TRUE,attack,,FALSE
+Isak Abdirahman Aden,7/2/2019,shot,gun,23,M,O,Eagan,MN,FALSE,other,Foot,TRUE
+TK TK,7/2/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Robinson,7/2/2019,shot,gun,39,M,B,Elyria,OH,FALSE,attack,Car,FALSE
+Mark A. Naugle,7/3/2019,shot,hammer,53,M,W,Salem,IN,FALSE,other,Not fleeing,FALSE
+Stonechild Chiefstick,7/3/2019,shot,screwdriver,39,M,N,Poulsbo,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Pingel,7/3/2019,shot,knife,26,M,W,West Des Moines,IA,TRUE,other,Not fleeing,FALSE
+Christine Soto Venegas,7/3/2019,shot,toy weapon,38,F,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Li Xi Wang,7/3/2019,shot,unarmed,49,M,A,Chino,CA,FALSE,other,Not fleeing,TRUE
+Leonel Mendez,7/4/2019,shot,gun,34,M,H,Lakewood,CO,FALSE,attack,Foot,FALSE
+Olivio Sandoval Diaz,7/4/2019,shot and Tasered,piece of wood,47,M,H,Roswell,GA,FALSE,attack,Not fleeing,FALSE
+Jose Martinez,7/5/2019,shot,scissors,34,M,H,West Jordan,UT,FALSE,other,Foot,FALSE
+James C. Pinkston,7/5/2019,shot,gun,58,M,W,Mountain Grove,MO,FALSE,attack,Not fleeing,FALSE
+Hannah Williams,7/5/2019,shot,toy weapon,17,F,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Joshua Ortiz,7/5/2019,shot,unarmed,21,M,W,Oak View,CA,FALSE,attack,Not fleeing,FALSE
+Angel Ramos Otero,7/5/2019,shot,knife,37,M,H,Ruskin,FL,FALSE,other,Not fleeing,FALSE
+Kareem Omar Morgan,7/6/2019,shot,gun,43,M,B,Rosedale,MD,FALSE,attack,Other,FALSE
+Thomas Graham,7/7/2019,shot,knife,61,M,W,Jacksonville,AR,TRUE,attack,Not fleeing,FALSE
+Tymar Crawford,7/7/2019,shot,gun,28,M,B,Pensacola,FL,FALSE,attack,Car,FALSE
+Johnny W. Dellinger,7/7/2019,shot,gun,41,M,W,Timberville,VA,FALSE,other,Not fleeing,FALSE
+Johnny M. Vigil,7/7/2019,shot,gun,43,M,,Tularosa,NM,FALSE,attack,Not fleeing,FALSE
+Shawn Toney,7/8/2019,shot,gun,23,M,W,Brooklyn,OH,TRUE,attack,Not fleeing,FALSE
+Anthony James Gonzales,7/9/2019,shot,undetermined,36,M,H,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Sean Rambert,7/9/2019,shot,gun,23,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Grayson Schuessler,7/9/2019,shot,gun,26,M,W,Citrus Heights,CA,FALSE,attack,,FALSE
+Jason Harris,7/9/2019,shot and Tasered,knife,36,M,,Rancho Mirage,CA,FALSE,attack,Not fleeing,TRUE
+Darrell Allen,7/10/2019,shot,knife,32,M,B,Adelanto,CA,FALSE,attack,Foot,FALSE
+Dennis Edwards,7/10/2019,shot,gun,62,M,W,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Frankie Feliciano,7/11/2019,shot,knife,33,M,H,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Logan O. Johnsrud,7/11/2019,shot,knife,32,M,W,Arpin,WI,TRUE,attack,Not fleeing,FALSE
+Willem Van Spronsen,7/13/2019,shot,gun,69,M,W,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+Derek Antonio-Sanchez,7/13/2019,shot,unarmed,35,M,H,Kirkland,WA,FALSE,attack,Not fleeing,FALSE
+Brian H. Benfield,7/13/2019,shot,gun,46,M,W,Coleman,FL,FALSE,attack,Not fleeing,FALSE
+Jamahl Smith,7/13/2019,shot,knife,46,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Blige Sean Christopher Cypress,7/14/2019,shot,gun,22,M,B,Hollywood,FL,FALSE,attack,Car,FALSE
+Onaje Dickinson,7/14/2019,shot,gun,20,M,B,Penn Hills,PA,FALSE,attack,Foot,FALSE
+Dijon D. Watkins,7/14/2019,shot,gun,30,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Ashanti Pinkney,7/15/2019,shot,gun,49,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Anthony Brand,7/15/2019,shot,toy weapon,43,M,W,Salt Lake City,UT,TRUE,other,Not fleeing,TRUE
+Jose Javier Gonzalez,7/16/2019,shot,knife,52,M,H,Chino Hills,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Fischer,7/16/2019,shot,gun,62,M,,Memphis,IN,TRUE,attack,Not fleeing,FALSE
+Daryl Johannesson,7/16/2019,shot,gun,56,M,W,Porterdale,GA,FALSE,attack,Not fleeing,FALSE
+Brandon Ray Stansel,7/16/2019,shot,gun,36,M,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Kelly Danielle Brumley,7/16/2019,shot,gun,40,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Stephen Murray,7/17/2019,shot,toy weapon,52,M,B,Modesto,CA,FALSE,attack,Not fleeing,TRUE
+Mark Anson Schoggins,7/17/2019,shot,gun,35,M,W,McAlester,OK,FALSE,attack,Car,FALSE
+Roderick Wilson,7/17/2019,shot,gun,35,M,B,Birmingham,AL,FALSE,attack,Foot,FALSE
+Tony Orland Mills,7/18/2019,shot,gun,73,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Samuel Fullerton,7/18/2019,shot,gun,39,M,,Stone County,AR,FALSE,attack,,FALSE
+Patrick Martinez,7/18/2019,shot,knife,53,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Leo Brooks,7/18/2019,shot,gun,23,M,B,Metairie,LA,FALSE,other,Not fleeing,FALSE
+Makeyvion Devonte Cannon,7/18/2019,shot,gun,19,M,B,Fort Worth,TX,FALSE,attack,Not fleeing,TRUE
+Witney Rivera,7/19/2019,shot,garden tool,41,M,H,Pemberton,NJ,FALSE,other,,FALSE
+Jeffrey Bodie,7/19/2019,shot,gun,39,M,W,League City,TX,TRUE,attack,Not fleeing,FALSE
+Elisha Lucero,7/21/2019,shot,knife,28,F,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Hashim Jibiri Wilson,7/21/2019,shot,gun,28,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Shawan F. Allen,7/22/2019,shot,gun,,M,B,Wesson,MS,FALSE,attack,,FALSE
+John David Brown,7/22/2019,shot,gun,53,M,W,Ranburne,AL,TRUE,attack,Not fleeing,FALSE
+James Manzo,7/23/2019,shot,scissors,27,M,W,Asbury Park,NJ,TRUE,other,Not fleeing,FALSE
+Omari Thompson,7/23/2019,shot,gun,31,M,B,Ross Township,PA,FALSE,attack,Not fleeing,FALSE
+Joshua Vigil,7/23/2019,shot,gun,38,M,H,Colorado Springs,CO,FALSE,other,Car,FALSE
+Josef Delon Richardson,7/25/2019,shot,unarmed,38,M,B,Port Allen,LA,FALSE,undetermined,,FALSE
+Alphonso Zaporta,7/26/2019,shot,gun,41,M,H,Hartford,CT,FALSE,attack,Car,TRUE
+Todd Messner,7/26/2019,shot,gun,49,M,W,Three Springs,PA,FALSE,attack,Not fleeing,FALSE
+Donald Williams Allamong,7/26/2019,shot,gun,56,M,W,Sun City,SC,TRUE,other,Not fleeing,FALSE
+TK TK,7/27/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Adalberto Wolmar Rodriguez,7/28/2019,shot,gun,62,M,H,Boyton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Larry Pettiford,7/28/2019,shot,gun,69,M,,Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/29/2019,shot,gun,,M,,Houston,TX,FALSE,other,Car,FALSE
+Lane Christopher Martin,7/30/2019,shot,ax,31,M,W,Portland,OR,FALSE,attack,,FALSE
+Donald Lee Joseph,7/31/2019,shot,unknown weapon,37,M,W,Roy,UT,FALSE,other,,FALSE
+Jose Baca-Olivares,7/31/2019,shot,gun,,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Troy Petersen,7/31/2019,shot,gun,28,M,W,Council Bluffs,IA,FALSE,attack,Car,FALSE
+Robert Schneider,7/31/2019,shot,gun,46,M,,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Jerry Reeves,7/31/2019,shot,gun,42,M,,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Mauris Nishanga DeSilva,7/31/2019,shot and Tasered,knife,46,M,A,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamaal Simpson,8/1/2019,shot,gun,21,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Andre Leach,8/1/2019,shot,gun,27,M,,Allentown,PA,FALSE,attack,Not fleeing,FALSE
+Margarita Victoria Brooks,8/1/2019,shot,unarmed,30,F,W,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Eric Toon,8/1/2019,shot,gun,36,M,W,Charleston,WV,FALSE,attack,Other,FALSE
+David Willoughby,8/1/2019,shot,vehicle,54,M,,Jackson County,KY,FALSE,attack,Car,FALSE
+Lenny Blaine Griffin,8/1/2019,shot,knife,48,M,W,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Delano Williams,8/2/2019,shot,gun,55,M,,Charlottte,NC,TRUE,attack,Not fleeing,FALSE
+Mario Benjamin,8/2/2019,shot,gun,34,M,B,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Deshon Downing,8/2/2019,shot,gun,45,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+De'Von Bailey,8/3/2019,shot,gun,19,M,B,Colorado Springs,CO,FALSE,other,Foot,TRUE
+Oscar Ventura-Gonzalez,8/3/2019,shot,gun,32,M,H,Revere,MA,FALSE,attack,Car,FALSE
+John Clark,8/3/2019,shot,gun,35,M,,Safety Harbor,FL,FALSE,attack,Car,FALSE
+Cortney Ronald Staley,8/3/2019,shot,gun,32,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+Aigon Andrew Wallace,8/3/2019,shot,knife,25,M,,Loganville,GA,FALSE,attack,Foot,FALSE
+Connor Betts,8/4/2019,shot,gun,24,M,W,Dayton,OH,TRUE,attack,Not fleeing,FALSE
+Robert Clay Wilsford,8/4/2019,shot,gun,65,M,W,Hanceville,AL,TRUE,attack,Not fleeing,FALSE
+Riche Antonio Santiago,8/5/2019,shot,gun,29,M,H,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+James Lee Kirkwood,8/5/2019,shot,knife,49,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Marvin Alexis Urbina,8/5/2019,shot,vehicle,19,M,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Derrick Davidson,8/5/2019,shot,gun,56,M,W,Lowell,AR,TRUE,undetermined,Not fleeing,FALSE
+Kaizen Crossen,8/5/2019,shot,gun,39,M,B,Irvington,NJ,FALSE,attack,Not fleeing,FALSE
+William Biggs,8/5/2019,shot,gun,43,M,W,Pocahontas County,WV,FALSE,attack,Car,FALSE
+Allan George,8/5/2019,shot,gun,57,M,W,Rifle,CO,TRUE,other,Foot,FALSE
+Donald Babbit,8/6/2019,shot,gun,49,M,W,Shaler Township,PA,FALSE,attack,Not fleeing,FALSE
+Detravian Allison,8/7/2019,shot,gun,18,M,B,Longview,TX,FALSE,attack,Not fleeing,FALSE
+Toussaint Diamon Sims,8/8/2019,shot,gun,27,M,B,Moss Point,MS,FALSE,attack,Foot,TRUE
+Kevin Jenkins,8/8/2019,shot,gun,52,M,,Leitchfield,KY,TRUE,attack,Not fleeing,FALSE
+TK TK,8/9/2019,shot,knife,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Jason Xavier Salas,8/9/2019,shot,machete,52,M,H,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Jose Mendez,8/9/2019,shot,gun and vehicle,37,M,H,Kansas City,MO,FALSE,attack,Foot,FALSE
+Mark Johnson,8/9/2019,shot,toy weapon,62,M,,Montpelier,VT,TRUE,attack,Not fleeing,FALSE
+Manuel Charles Carter,8/10/2019,shot,knife,57,M,,Bradley County,TN,FALSE,attack,Not fleeing,FALSE
+Freddrick Andrews Hadden,8/10/2019,shot,gun,45,M,W,Augusta,GA,FALSE,attack,Car,FALSE
+John Michael George,8/11/2019,shot,gun,46,M,,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Aaron Luther,8/12/2019,shot,gun,49,M,W,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Scott Souders,8/12/2019,shot,gun,38,M,W,Chetopa,KS,FALSE,attack,Not fleeing,FALSE
+David Ingle,8/13/2019,shot,unarmed,31,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Jerry Orlando Weaver,8/13/2019,shot,gun,51,M,B,Clinton,TN,TRUE,attack,Not fleeing,FALSE
+Anthony Wayne French,8/13/2019,shot,gun,,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Roy Pearson,8/13/2019,shot,gun,51,M,B,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Cole Steele Jessup,8/13/2019,shot,vehicle,20,M,W,Ramseur,NC,FALSE,attack,Car,FALSE
+Thomas Michael Reynolds,8/14/2019,shot,gun,37,M,,Belton,SC,FALSE,other,Not fleeing,FALSE
+William Lloyd Jones,8/14/2019,shot,gun,49,M,,Formosa,AR,FALSE,attack,Not fleeing,FALSE
+Jamie Fernandez,8/15/2019,shot,gun,31,F,,Denver,CO,FALSE,attack,Foot,FALSE
+Jovany Mercado-Bedolla,8/16/2019,shot,knife,26,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+TK TK,8/16/2019,shot,gun,,M,,Spokane Valley,WA,FALSE,attack,Car,FALSE
+Rashad Cunningham,8/17/2019,shot,gun,25,M,B,Gary,IN,FALSE,undetermined,Not fleeing,FALSE
+Uzzle Jerome,8/17/2019,shot,gun,,M,B,Newport News,VA,FALSE,attack,Car,FALSE
+Mike Parsley,8/17/2019,shot,gun,62,M,W,Springville,IN,FALSE,attack,Not fleeing,FALSE
+Schaston Theodore Lamarr Hodge,8/17/2019,shot,gun,27,M,B,Dallas,TX,FALSE,attack,Car,TRUE
+Roberto Rene Gabriel,8/18/2019,shot,gun,33,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jared R. Nelson,8/18/2019,shot,sharp object,38,M,,Caledonia,WI,FALSE,attack,Not fleeing,FALSE
+Michael Lopez,8/19/2019,shot,gun,69,M,,Las Vegas,NV,FALSE,attack,Car,FALSE
+Carlos Torres,8/19/2019,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+TK TK,8/19/2019,shot,vehicle,,M,,Fullerton,CA,FALSE,attack,Car,TRUE
+Amari Malone,8/21/2019,shot,gun,18,M,B,Fort Worth,TX,FALSE,attack,Foot,TRUE
+James Crowe,8/21/2019,shot,unknown weapon,27,M,W,Nicholasville,KY,FALSE,undetermined,Not fleeing,FALSE
+TK TK,8/21/2019,shot,undetermined,50,M,H,Stanton,CA,FALSE,undetermined,,FALSE
+TK TK,8/21/2019,shot,gun,54,M,,North Aurora,IL,TRUE,attack,Not fleeing,FALSE
+Roger Schafer,8/22/2019,shot,toy weapon,57,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/22/2019,shot,undetermined,,M,,Westminster,CA,FALSE,other,Car,FALSE
+Michael Tuck,8/22/2019,shot,Taser,29,M,B,Dayton,OH,FALSE,attack,Foot,FALSE
+Riley Eugene Peay,8/22/2019,shot,unarmed,39,M,W,Glennville,GA,FALSE,attack,Not fleeing,FALSE
+Roberto Mata,8/22/2019,shot,gun,46,M,,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Chad Michael Breinholt,8/23/2019,shot,unarmed,31,M,W,West Valley City,UT,FALSE,other,Not fleeing,TRUE
+Larry Leonard Lowry,8/23/2019,shot,knife,34,M,W,Cottage Grove,OR,FALSE,other,Not fleeing,FALSE
+Dennis Carolino,8/24/2019,shot,shovel,52,M,H,El Cerrito,CA,TRUE,attack,Not fleeing,TRUE
+Channara Tom Pheap,8/26/2019,shot,unarmed,33,M,B,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,8/26/2019,shot,gun,,M,,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Raymond Lewis Williams,8/27/2019,shot,gun,37,M,B,Helena,AR,FALSE,attack,,FALSE
+Bobby Ray Moore,8/27/2019,shot,gun,67,M,,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Keith Carter,8/27/2019,shot,gun,52,M,B,Baton Rouge,LA,TRUE,attack,Car,FALSE
+Wallace Wilder,8/28/2019,shot,knife,62,M,B,Gordo,AL,TRUE,other,,FALSE
+Tyrone Domingo Banks,8/28/2019,shot,gun and car,30,M,B,Baltimore,MD,FALSE,attack,Car,FALSE
+Jeremy Connolly,8/28/2019,shot,knife,28,M,W,Salina,KS,FALSE,other,Not fleeing,FALSE
+Randall Gamboa,8/29/2019,shot,gun,16,M,,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,Jamaica,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Rene Enrique Ruiz,8/30/2019,shot,gun and vehicle,51,M,H,Tolleson,AZ,FALSE,attack,Other,FALSE
+Ricardo Hylton,8/30/2019,shot,gun,35,M,,Wilmington,DE,FALSE,attack,Not fleeing,FALSE
+Terry Tillman,8/31/2019,shot,gun,23,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+TK TK,8/31/2019,shot,gun,,M,,Wake County,NC,FALSE,attack,Foot,FALSE
+Kobe Heisler,8/31/2019,shot,hammer,23,M,,Brooklyn Center,MN,FALSE,other,Not fleeing,TRUE
+Shawn Fondren,8/31/2019,shot,vehicle,47,M,,Florence,MS,FALSE,other,Car,FALSE
+Seth Aaron Ator,8/31/2019,shot,gun,36,M,W,Odessa,TX,TRUE,attack,Car,FALSE
+Juan Carlos Macias,8/31/2019,shot,gun,37,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Robert Desjarlais,9/1/2019,shot,vehicle,49,M,W,Sand Springs,OK,FALSE,attack,Car,TRUE
+Sidney J. Holst,9/1/2019,shot,gun,49,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+TK TK,9/2/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Steven Cole Gill,9/2/2019,shot,grenade,35,M,W,Missoula,MT,TRUE,attack,Not fleeing,FALSE
+Tommy Luke Hranicky,9/2/2019,shot,knife,17,M,W,Kerrville,TX,FALSE,other,Not fleeing,FALSE
+Robert Anderson,9/2/2019,shot,undetermined,43,M,,Silver Springs,NV,FALSE,attack,Not fleeing,FALSE
+Attillio Gilmartin,9/3/2019,shot,gun,30,M,W,Bluff City,TN,FALSE,attack,Car,FALSE
+Eduard Alexis Lopez-Ucles,9/3/2019,shot,vehicle,34,M,H,Kaukauna,WI,FALSE,other,Car,FALSE
+Terry Pierce,9/3/2019,shot,vehicle,46,M,W,Van Wert,OH,TRUE,other,Car,FALSE
+Fares J. Al-Samno,9/4/2019,shot,knife,29,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Kenneth Lawson,9/4/2019,shot,knife,62,M,,Victorville,CA,TRUE,other,Not fleeing,FALSE
+Michael E. Robbins,9/4/2019,shot,gun,53,M,,Rigby,ID,FALSE,attack,Not fleeing,FALSE
+Cortez Shepherd,9/5/2019,shot,gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Sam Burt,9/5/2019,shot,gun,65,M,,LaGrange,GA,FALSE,attack,Not fleeing,FALSE
+John Carras,9/5/2019,shot,unarmed,43,M,W,East Hartford,CT,FALSE,attack,Not fleeing,FALSE
+Vondarrow Dewayne Fisher,9/6/2019,shot,gun,42,M,B,Glendora,CA,FALSE,other,Foot,FALSE
+Brian Quinones,9/7/2019,shot,knife,30,M,H,Richfield,MN,TRUE,other,Car,FALSE
+TK TK,9/7/2019,shot,knife,,M,,Nacogdoches,TX,FALSE,other,Not fleeing,FALSE
+Christopher Johnson,9/8/2019,shot,gun,51,M,,Longview,WA,TRUE,attack,Not fleeing,FALSE
+Bennie Branch,9/8/2019,shot,toy weapon,24,M,B,Tacoma,WA,FALSE,undetermined,Foot,FALSE
+Quentin Broadus,9/9/2019,shot,gun,27,M,B,Oklahoma City,OK,FALSE,attack,Other,TRUE
+Kristopher Fitzpatrick,9/9/2019,shot,gun,41,M,W,Aberdeen,WA,FALSE,attack,Foot,FALSE
+Hector Miranda,9/9/2019,shot,gun and knife,47,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Bobby Ray Duckworth,9/10/2019,shot,knife,26,M,B,Wellington,UT,TRUE,other,Not fleeing,TRUE
+Caleb Daniel Peterson,9/11/2019,shot,gun,20,M,W,Burlington,IA,FALSE,attack,Foot,FALSE
+Tasjon Tyreek Osbourne,9/11/2019,shot,gun,18,M,B,Columbus,OH,FALSE,other,Car,FALSE
+TK TK,9/12/2019,shot,gun,,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Allen Cates,9/12/2019,shot,undetermined,29,M,W,Independence,MO,FALSE,attack,,FALSE
+Alvaro Duran Venegas,9/12/2019,shot,piece of wood,35,M,H,Santa Clarita,CA,FALSE,attack,Not fleeing,FALSE
+Robert E. Domine,9/13/2019,shot,gun,77,M,W,Loyal,WI,FALSE,attack,Not fleeing,FALSE
+TK TK,9/13/2019,shot,gun,25,M,,Bracketville,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas Walker,9/14/2019,shot,toy weapon,31,M,B,Arlington,TX,TRUE,attack,Not fleeing,TRUE
+Melvin Watkins,9/14/2019,shot,unarmed,54,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,FALSE
+Jose Orona,9/14/2019,shot,gun,33,M,H,Plainview,TX,TRUE,attack,Not fleeing,FALSE
+James Hilton Glaze,9/14/2019,shot,gun,76,M,W,Ooltewah,TN,TRUE,attack,Not fleeing,FALSE
+Brian Dryer,9/15/2019,shot,knife,28,M,W,Oklahoma City,OK,TRUE,attack,Not fleeing,TRUE
+Ronald Davis,9/15/2019,shot,knife,31,M,B,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+TK TK,9/15/2019,shot,gun,,M,,Katy,TX,FALSE,attack,Foot,FALSE
+Eric Carter,9/16/2019,shot,gun,53,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Jeffrey Michael Gibble,9/16/2019,shot,gun,33,M,W,Elizabethon,TN,FALSE,attack,Foot,FALSE
+Kristopher Adams,9/16/2019,shot,gun,37,M,W,Sanger,TX,FALSE,attack,Foot,FALSE
+TK TK,9/16/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Foot,FALSE
+Gay Ellen Plack,9/17/2019,shot,hatchet,57,F,W,Richmond,VA,TRUE,attack,Not fleeing,TRUE
+TK TK,9/17/2019,shot,vehicle,,M,,Milton,FL,FALSE,attack,Car,FALSE
+Brian Rodden,9/17/2019,shot,samurai sword,36,M,W,Oceanside,NY,TRUE,attack,Not fleeing,FALSE
+Gregory Edwards,9/17/2019,shot and Tasered,gun,39,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Scott Gabriel Spangler,9/18/2019,shot,gun,43,M,W,Salem,OR,FALSE,attack,Not fleeing,FALSE
+Gabriel Rouse,9/18/2019,shot,gun,44,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Willie Hudson,9/18/2019,shot,gun,33,M,B,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Shawn Stevens,9/18/2019,shot and Tasered,knife,49,M,B,Wilkinsburg,PA,FALSE,attack,Not fleeing,FALSE
+Jordan Michael Griffin,9/19/2019,shot,pellet gun,18,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+John Emory Sawyer,9/19/2019,shot,unknown weapon,74,M,,Soddy Daisy,TN,TRUE,other,Not fleeing,FALSE
+Adam Paul English,9/20/2019,shot,gun,21,M,W,Gainesville,GA,TRUE,attack,Not fleeing,TRUE
+Scott Johnson,9/20/2019,shot,gun,57,M,W,Lakewood,CO,FALSE,attack,Not fleeing,FALSE
+Jeffrey Peterson,9/21/2019,shot,gun,29,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Anderson Antelope,9/21/2019,shot,knife,58,M,N,Riverton,WY,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2019,shot,gun,74,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Raymond Hernandez,9/23/2019,shot,gun,63,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jeffery Tyler Aycock,9/23/2019,shot,gun,28,M,W,Floyd County,GA,FALSE,attack,Foot,FALSE
+Charles Nation,9/23/2019,shot,unknown weapon,31,M,,Lowell,AR,FALSE,other,Not fleeing,FALSE
+Jarod Lee Smith,9/24/2019,shot,gun,41,M,,Huntington,WV,FALSE,attack,Not fleeing,FALSE
+Haywood Cannon,9/24/2019,shot,gun,67,M,W,Richlands,NC,FALSE,attack,Car,FALSE
+Ronald Michael McCrary,9/24/2019,shot,knife,63,M,,Sanford,NC,FALSE,other,,FALSE
+Daryl Strickland,9/25/2019,shot,gun,64,M,W,Hartsville,SC,FALSE,attack,Not fleeing,FALSE
+Kevin Dudenhefer,9/25/2019,shot and Tasered,gun,32,M,W,Lacombe,LA,TRUE,attack,Not fleeing,FALSE
+Leonard Shand,9/26/2019,shot,knife,49,M,B,Hyattsville,MD,FALSE,attack,Not fleeing,FALSE
+Chad Willis Huggins,9/26/2019,shot,gun,28,M,W,Lexington County,SC,FALSE,attack,Other,FALSE
+TK TK,9/26/2019,shot,vehicle,,M,,La Habra,CA,FALSE,attack,Car,FALSE
+TK TK,9/26/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Jamaal Ramone Taylor,9/28/2019,shot,knife,31,M,B,Baltimore,MD,FALSE,attack,Foot,FALSE
+TK TK,9/28/2019,shot,gun,,M,,Boston,MA,FALSE,attack,Foot,FALSE
+David Page,9/29/2019,shot,toy weapon,20,M,W,Monument,CO,TRUE,attack,Not fleeing,FALSE
+Richard Cabrera,9/29/2019,shot,gun,38,M,,Miami,FL,FALSE,attack,,FALSE
+Antonio Williams,9/29/2019,shot,gun,27,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Angela Louise Perkins,9/29/2019,shot,vehicle,38,F,W,Cotter,MO,FALSE,attack,Car,FALSE
+Dewayne Morgan,9/29/2019,shot and Tasered,unarmed,37,M,W,Longview,TX,FALSE,attack,Foot,FALSE
+Anthony Watkins,9/30/2019,shot,gun and car,36,M,W,Yucca Valley,CA,FALSE,attack,Car,FALSE
+Raphael Michael Torres,9/30/2019,shot and Tasered,knife,35,M,H,Gainesville,GA,FALSE,other,Foot,FALSE
+Jack Thomas Naylor,10/1/2019,shot,gun,50,M,W,Drennen,WV,FALSE,attack,Not fleeing,FALSE
+Roy Tucker,10/1/2019,shot,gun,75,M,W,Elkton,KY,FALSE,attack,Not fleeing,FALSE
+Joseph Jesk,10/1/2019,shot,BB gun and vehicle,32,M,W,Bridgeview,IL,FALSE,attack,Foot,FALSE
+Christopher G. Louras,10/1/2019,shot,gun,34,M,W,Rutland,VT,FALSE,attack,Car,FALSE
+Ronald Audette,10/3/2019,shot,gun,61,M,,Grovetown,GA,TRUE,attack,Not fleeing,FALSE
+Michael John,10/3/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Bruce William Clark,10/4/2019,shot,wasp spray,37,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Massey,10/5/2019,shot,air pistol,33,M,W,Carrollton,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,10/6/2019,shot,Airsoft pistol,55,M,,Herald,CA,FALSE,other,Not fleeing,FALSE
+Bradley Arning,10/6/2019,shot,gun,42,M,,Maryland Heights,MO,FALSE,attack,Not fleeing,FALSE
+Antonio Vasquez,10/6/2019,shot,knife,37,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Maurice Holley,10/6/2019,shot,gun,55,M,B,Sacramento,CA,FALSE,other,Not fleeing,TRUE
+Joshua Chase Conner,10/7/2019,shot,knife,31,M,W,Kountze,TX,FALSE,other,Not fleeing,FALSE
+Bobby Lee Vaughn,10/7/2019,shot,gun,54,M,W,Tahlequah,OK,TRUE,attack,Not fleeing,TRUE
+Crederick Joseph,10/8/2019,shot,baton,37,M,B,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Cimino,10/8/2019,shot,vehicle,48,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Zachary Aldrige Hall,10/8/2019,shot,vehicle,28,M,W,Layton,UT,FALSE,attack,Car,FALSE
+Leo Craig,10/9/2019,shot,gun,31,M,B,Oklahoma City,OK,FALSE,attack,,TRUE
+Michael Uccello,10/10/2019,shot,vehicle,48,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Norbert Beyet,10/10/2019,shot,gun,58,M,W,Farmington,NM,FALSE,attack,Not fleeing,TRUE
+David Doyle,10/11/2019,shot,gun,56,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Matthew Abrams,10/11/2019,shot,gun,40,M,,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+Sayven Lane Rowland,10/11/2019,shot,gun,19,M,W,Pittsburg,OK,FALSE,attack,Other,FALSE
+Atatiana Jefferson,10/12/2019,shot,unarmed,28,F,B,Fort Worth,TX,FALSE,other,Not fleeing,TRUE
+Matthew Graham,10/12/2019,shot,gun,32,M,,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Sawandi Asad Toussaint,10/12/2019,shot,gun,21,M,B,El Monte,CA,FALSE,attack,Foot,FALSE
+Fernando Mora,10/12/2019,shot,machete,57,M,H,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Levy Isacc Madueno Santibanez,10/13/2019,shot,gun,17,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Emilio Mojica,10/13/2019,shot,baseball bat,22,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Jose Eduardo Flores,10/13/2019,shot,gun,26,M,H,Buckeye,AZ,FALSE,attack,,FALSE
+TK TK,10/14/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Whitfield,10/14/2019,shot,unarmed,31,M,B,Ethel,LA,TRUE,undetermined,Foot,FALSE
+Victor Jarvis,10/14/2019,shot,gun,61,M,B,High Point,NC,FALSE,attack,Not fleeing,FALSE
+Bonny Thomas,10/14/2019,shot,knife,54,F,W,Athens,GA,FALSE,attack,Not fleeing,TRUE
+Dennis Patrick,10/15/2019,shot,gun,28,M,W,Jamestown,NC,TRUE,attack,Not fleeing,FALSE
+Cameron Ely,10/15/2019,shot,unarmed,30,M,W,Hope Ranch,CA,FALSE,other,Not fleeing,FALSE
+Nasheem Prioleau,10/15/2019,shot,gun,30,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+David James Bamber,10/15/2019,shot,gun,28,M,W,Wendell,ID,FALSE,other,Car,FALSE
+Akinyia Malik Jerome Gray,10/15/2019,shot,gun,26,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Chase Andrew Austin,10/16/2019,shot,gun,28,M,W,Roanoke,VA,FALSE,attack,Other,FALSE
+Lazzeri James Frazier,10/16/2019,shot,gun,21,M,B,Sherman Oaks,CA,FALSE,other,Not fleeing,FALSE
+Allan Feliz,10/17/2019,shot,vehicle,31,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Marcus Hartsfield,10/17/2019,shot,straight edge razor,27,M,W,Oakridge,OR,FALSE,other,Not fleeing,FALSE
+Christopher DeQuan Crosby,10/17/2019,shot,gun,34,M,B,Warren,AR,FALSE,attack,Car,FALSE
+Cameron Bennett,10/17/2019,shot,gun and vehicle,22,M,B,Fayette,MS,FALSE,attack,Car,FALSE
+David Sanders,10/18/2019,shot,vehicle,46,M,,St. Joseph County,MI,FALSE,attack,Not fleeing,FALSE
+Malachi Crane,10/18/2019,shot,gun,29,M,W,Idaho Falls,ID,TRUE,attack,Not fleeing,FALSE
+Charles Tsakiris,10/18/2019,shot,knife,38,M,W,Farmingdale,NJ,FALSE,attack,Not fleeing,FALSE
+McLemore Ronald,10/19/2019,shot,baseball bat and knife,51,M,W,Leesburg,FL,TRUE,other,Not fleeing,FALSE
+Ricky Leonard Harris,10/19/2019,shot,gun,61,M,,Easley,SC,FALSE,attack,Not fleeing,FALSE
+Terry Countryman,10/19/2019,shot,gun and vehicle,34,M,W,Palestine,TX,FALSE,attack,Other,FALSE
+Steven Day,10/20/2019,shot,gun,30,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Amber Lea Dewitt,10/20/2019,shot,toy weapon,33,F,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Joseph Bernhard-Williams Kisar,10/21/2019,shot,gun,21,M,W,Trotwood,OH,FALSE,attack,Car,FALSE
+Jason Livegood,10/21/2019,shot,gun,39,M,W,Hillsboro,OR,FALSE,attack,Not fleeing,FALSE
+Claudia Nadia Rodriguez,10/21/2019,shot,gun,37,F,H,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Adam Martinez,10/21/2019,shot and Tasered,gun,36,M,,Denver,CO,FALSE,attack,Car,FALSE
+Dominador Araquel Rabot,10/22/2019,shot,sharp object,55,M,,Carson,CA,FALSE,other,Not fleeing,FALSE
+Jordan Wade Waldrop,10/23/2019,shot,gun,34,M,W,Sweetwater,TX,FALSE,attack,Not fleeing,FALSE
+Matthew Wayne Sutton,10/23/2019,shot,vehicle,47,M,W,El Paso,TX,FALSE,attack,Car,FALSE
+David W. Shafer,10/23/2019,shot,gun,61,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Victor Hernandez,10/23/2019,shot,gun,29,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Vincent Michael Smith,10/23/2019,shot,gun,29,M,W,Huntington,IN,TRUE,attack,Foot,FALSE
+Delfon Kinney,10/23/2019,shot,gun,44,M,B,Long Beach,CA,FALSE,attack,Not fleeing,TRUE
+Michael Babcock,10/24/2019,shot,gun,53,M,W,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Anthony Viadeo,10/25/2019,shot,toy weapon,31,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Shannon Gail Rupert,10/25/2019,shot,scissors,45,F,W,Bossier City,LA,FALSE,other,Not fleeing,FALSE
+Anthony John Michael Zapier,10/25/2019,shot,vehicle,19,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Clayton Andrews,10/25/2019,shot,gun,40,M,W,Kansas,OK,FALSE,attack,Not fleeing,FALSE
+Kwesi Ashun,10/25/2019,shot,chair,33,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,10/25/2019,shot,gun,,M,,Albuquerque,NM,FALSE,other,Car,FALSE
+Matthew James Fleming,10/25/2019,shot,unknown weapon,,M,,Dalton,GA,FALSE,other,Not fleeing,FALSE
+Nan Zhao,10/26/2019,shot,gun,45,M,A,Athens,GA,FALSE,attack,Foot,TRUE
+TK TK,10/26/2019,shot,baseball bat,,M,,Imperial County,CA,FALSE,other,Foot,FALSE
+Clayton Andrews,10/26/2019,shot,gun,40,M,W,Creek County,OK,TRUE,attack,Car,FALSE
+Johnathan Wayne Slattery,10/26/2019,shot and Tasered,gun,27,M,W,Walloon Lake,MI,TRUE,attack,Not fleeing,FALSE
+Dean Thomas,10/27/2019,shot,gun,63,M,W,Madison,WI,FALSE,attack,Not fleeing,FALSE
+Luis Arreguin-Lara,10/27/2019,shot,gun,50,M,H,Tulsa,OK,FALSE,attack,Not fleeing,TRUE
+Earnest Easterling,10/27/2019,shot,gun,25,M,B,Carmichael,CA,FALSE,attack,Not fleeing,FALSE
+Dana Sherrod Fletcher,10/27/2019,shot and Tasered,gun,39,M,B,Madison,AL,FALSE,attack,Not fleeing,FALSE
+Arturo Moreno,10/27/2019,shot and Tasered,crowbar,42,M,H,Porterville,CA,TRUE,attack,Not fleeing,FALSE
+Terry W. Chanley,10/28/2019,shot,hammer,25,M,W,Evansville,IN,FALSE,attack,Not fleeing,TRUE
+John Feggins,10/30/2019,shot,gun,24,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Pinkerman,10/30/2019,shot,gun,,M,W,Ona,WV,FALSE,attack,Not fleeing,FALSE
+Wilmer Spikes,10/30/2019,shot,knife,67,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Billy Kongphouthakhoun,10/30/2019,shot,gun,,M,A,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Myers,10/30/2019,shot,ax,62,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Danny James Hall,10/31/2019,shot,gun,34,M,W,Bascom,FL,FALSE,attack,Car,FALSE
+Francis Calonge,10/31/2019,shot,toy weapon,33,M,W,San Jose,CA,TRUE,attack,Not fleeing,TRUE
+Edward Roe,10/31/2019,shot,gun,56,M,W,Pearson,GA,FALSE,attack,Not fleeing,FALSE
+Benjamin Diaz,11/1/2019,shot,sharp object,22,M,H,Alamogordo,NM,FALSE,attack,Car,FALSE
+Anthony Pena,11/1/2019,shot,gun,46,M,H,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Luis Morales-Camacho,11/1/2019,shot,gun,41,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Luis Fino Nabarrette,11/1/2019,shot,gun,38,M,H,Odessa,TX,FALSE,attack,Car,FALSE
+Benjamin Diaz,11/1/2019,shot,box cutter,22,M,H,Alamogordo,NM,FALSE,attack,Not fleeing,FALSE
+John Hale,11/2/2019,shot,undetermined,42,M,W,Dexter,KY,FALSE,attack,,FALSE
+Michael Kifer,11/2/2019,shot and Tasered,sword,29,M,W,Vero Beach,FL,FALSE,attack,Not fleeing,FALSE
+Curtis French,11/3/2019,shot,knife,56,M,W,Parkland,WA,TRUE,other,Not fleeing,TRUE
+Michael Austin,11/3/2019,shot,gun,32,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,11/4/2019,shot,gun,,M,,Sunland Park,NM,FALSE,attack,Foot,FALSE
+Matthew Rasmussen,11/4/2019,shot,sharp object,31,M,W,Glendale,AZ,TRUE,attack,Not fleeing,TRUE
+Daniel M. Munoz,11/4/2019,shot,gun,21,M,H,Las Cruces,NM,FALSE,attack,,FALSE
+Nash Fiske,11/4/2019,shot,gun,31,M,W,Two Rivers,WI,FALSE,other,Not fleeing,FALSE
+Maurice Brown,11/5/2019,shot,gun,48,M,B,East Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jay P. Messer,11/5/2019,shot,gun,58,M,W,Pettis County,MO,FALSE,attack,Not fleeing,FALSE
+Michael Lee Nguyen,11/5/2019,shot,gun,32,M,A,Leon,WI,FALSE,other,Not fleeing,FALSE
+Christopher Alan Noe,11/5/2019,shot and Tasered,knife,45,M,W,Willis,TX,FALSE,other,Car,FALSE
+Eddie Ray Maxwell,11/6/2019,shot,gun,37,M,B,Tahlequah,OK,FALSE,attack,Not fleeing,FALSE
+Corben Hunter Jones,11/6/2019,shot,undetermined,20,M,W,Henryetta,OK,FALSE,undetermined,,FALSE
+Raul Casas Campo,11/6/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,,FALSE
+Treva Smutherman,11/6/2019,shot,gun,31,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Guy Thomas Barnard,11/7/2019,shot,BB gun,26,M,W,Wadsworth,OH,FALSE,attack,,FALSE
+Shelby Gazaway,11/7/2019,shot,gun,32,M,B,Louisville,KY,FALSE,attack,,FALSE
+Gerald Newton Allen,11/7/2019,shot,gun,66,M,W,Conyers,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Mills,11/7/2019,shot,gun,37,M,W,Ashtabula Township,OH,FALSE,other,Not fleeing,FALSE
+Ray Correll,11/8/2019,shot,gun,38,M,W,Lincolnton,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Roberts,11/9/2019,shot,gun,29,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Ryan D. Hemmingson,11/9/2019,shot,knife,44,M,W,Everett,WA,TRUE,other,Not fleeing,FALSE
+Daniel Thomas Childers,11/9/2019,shot and Tasered,knife,28,M,W,Union County,SC,FALSE,other,Not fleeing,FALSE
+John Luce,11/11/2019,shot,gun,22,M,W,Lakewood,CO,FALSE,other,Foot,FALSE
+Tammy Pierce,11/11/2019,shot,gun,59,F,W,Loveland,CO,FALSE,attack,Not fleeing,FALSE
+James Aubrey,11/11/2019,shot,gun,56,M,,Cedar City,UT,FALSE,attack,Not fleeing,FALSE
+Sidney Alexis Renew,11/11/2019,shot,vehicle,20,F,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Justin Anderson,11/12/2019,shot,gun,39,M,W,Oklahoma City,OK,FALSE,attack,,FALSE
+Michael Kahalehoe,11/12/2019,shot,vehicle and gun,30,M,O,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Roy McAllister,11/13/2019,shot,gun,27,M,B,Wilson,NC,FALSE,attack,Foot,FALSE
+Chris Ervie,11/13/2019,shot,knife,,M,W,Mandarin,FL,TRUE,undetermined,Not fleeing,TRUE
+Omar Enrique Garcia,11/13/2019,shot,sword,37,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Kennith Waynon Hooker,11/14/2019,shot,screwdriver,52,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Michael  A. Jolly,11/14/2019,shot,gun,35,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Treon McCoy,11/15/2019,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,11/15/2019,shot,gun,,M,,Westborough,MA,FALSE,other,Not fleeing,FALSE
+Mark Sheppard,11/15/2019,shot,gun,27,M,B,Cleveland,OH,FALSE,other,Foot,FALSE
+TK TK,11/16/2019,shot,unknown weapon,,M,,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+Garrett Ryberg,11/16/2019,shot,gun,27,M,W,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Sikon,11/16/2019,shot,unarmed,41,M,W,Alliance,OH,FALSE,attack,Foot,FALSE
+Dante Redmond Jones,11/18/2019,shot,gun,28,M,B,Franklin County,WA,FALSE,attack,Car,FALSE
+Cody McClintick,11/18/2019,shot,gun,26,M,W,Kansas City,MO,FALSE,attack,,FALSE
+Joel Avery,11/19/2019,shot,gun,,M,W,Horn Lake,MS,FALSE,other,Not fleeing,FALSE
+Alex Flores,11/19/2019,shot,knife,34,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jacob Cato,11/19/2019,shot,gun,34,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Luis A. Cardona,11/19/2019,shot,gun,38,M,H,West Kewaunee,WI,FALSE,attack,,FALSE
+Christopher Terrell Willis,11/19/2019,shot,gun,32,M,B,Des Plaines,IL,FALSE,attack,Not fleeing,FALSE
+Raul Antonio Menjivar Saabedra,11/19/2019,shot and Tasered,knife,50,M,H,Preston,ID,FALSE,other,Not fleeing,FALSE
+Paul Cheek,11/20/2019,shot,knife,55,M,W,Dahlonega,GA,FALSE,other,Not fleeing,FALSE
+William Harris,11/20/2019,shot,gun,51,M,W,Hampton,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Simeus,11/20/2019,shot,gun,18,M,B,Henderson,NV,FALSE,attack,,TRUE
+Jessica Ann Beedles,11/20/2019,shot,gun,42,F,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Anthony Chilcott,11/22/2019,shot,vehicle,36,M,W,Black Diamond,WA,FALSE,attack,Not fleeing,FALSE
+Lance Edward Smith,11/22/2019,shot,gun,37,M,B,Elizabethtown,NC,FALSE,attack,Not fleeing,FALSE
+Ariane Lamont McCree,11/23/2019,shot,gun,28,M,B,Chester,SC,FALSE,attack,Foot,TRUE
+Estevon Cruz,11/23/2019,shot,toy weapon,24,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Steven Forrest Saucier,11/24/2019,shot,gun,34,M,W,Gaines Township,MI,FALSE,attack,Not fleeing,FALSE
+Nathaniel Pinnock,11/25/2019,shot,vehicle and machete,22,M,B,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jason Quincey Niccum,11/25/2019,shot,gun,42,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Eric Sopp,11/26/2019,shot,ice pick,48,M,W,Sparks,MD,TRUE,attack,Car,TRUE
+Hollis Lewis,11/26/2019,shot,gun,51,M,W,Greeneville,TN,FALSE,attack,Not fleeing,TRUE
+Micduff Lamarco Robinson,11/27/2019,shot,sword,40,M,B,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Jeremy Pelican,11/28/2019,shot,gun,34,M,W,Barton County,MO,FALSE,other,Car,FALSE
+Derrick Everett,11/28/2019,shot,gun,30,M,B,Tampa,FL,FALSE,attack,Other,FALSE
+Nicholas Cantelmi,11/28/2019,shot,gun and vehicle,31,M,W,Jim Thorpe,PA,FALSE,attack,Other,FALSE
+Raymond Lee,11/29/2019,shot,toy weapon,54,M,W,Modesto,CA,FALSE,attack,,TRUE
+TK TK,11/29/2019,shot,gun,46,M,,Lewes,DE,TRUE,attack,Not fleeing,FALSE
+Kenneth Layton,11/29/2019,shot,gun,60,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+Keith Alan Bruce,11/29/2019,shot,gun,40,M,W,Watkins,CO,FALSE,attack,Car,FALSE
+TK TK,11/29/2019,shot,undetermined,,M,W,Eatonville,WA,FALSE,other,Car,FALSE
+Eliborio Rodriguez,11/30/2019,shot,unarmed,40,M,H,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Anthony Rosso,12/1/2019,shot,gun,68,M,W,Secaucus,NJ,FALSE,attack,,FALSE
+Jimmie Phillips,12/1/2019,shot,gun,68,M,B,Morrow,GA,FALSE,attack,Not fleeing,FALSE
+Donald James Eversen,12/1/2019,shot,knife,60,M,W,Concord,CA,FALSE,attack,Not fleeing,TRUE
+Yemerson Melendez,12/1/2019,shot,gun and vehicle,16,M,H,Fort Pierce,FL,FALSE,attack,Other,FALSE
+Steven Kerr,12/1/2019,shot,vehicle,25,M,W,Plant City,FL,FALSE,attack,Car,FALSE
+Jordan Oliver,12/1/2019,shot and Tasered,"car, knife and mace",20,M,W,Hanover Township,PA,FALSE,attack,Car,FALSE
+Jerric Harris,12/2/2019,shot,gun,21,M,B,Daytona Beach,FL,FALSE,attack,Foot,TRUE
+Dai Phuoc Nguyen,12/2/2019,shot,knife,38,M,A,Los Angeles,CA,FALSE,other,,FALSE
+Michael Dean,12/2/2019,shot,unarmed,28,M,B,Temple,TX,FALSE,undetermined,Not fleeing,FALSE
+Neil Chiago,12/2/2019,shot,gun,18,M,N,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Thomas Cole Thompson,12/3/2019,shot,gun,,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Cameron Lamb,12/3/2019,shot,gun,26,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Miguel Russo,12/3/2019,shot,gun,31,M,B,Syracuse,NY,FALSE,attack,Not fleeing,TRUE
+Alvern Donnell Walker,12/5/2019,shot,gun,58,M,B,Avon,CO,FALSE,attack,Car,FALSE
+Demetrius Williams,12/5/2019,shot,vehicle,31,M,B,Marshall,TX,FALSE,attack,Foot,FALSE
+Lamar Alexander,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Ronnie Jerome Hill,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Chad James Green,12/5/2019,shot,gun,41,M,W,San Bernardino,CA,FALSE,other,Foot,FALSE
+Hunter Steven James Lowry,12/6/2019,shot,gun,23,M,W,Westminster,CO,FALSE,other,,FALSE
+Dominick Matt,12/6/2019,shot,gun,17,M,B,Bentonville,AR,FALSE,other,Not fleeing,FALSE
+London T. Phillips,12/7/2019,shot,gun,35,M,W,Fayetteville,AR,FALSE,attack,Not fleeing,FALSE
+Mark Richard Coleman,12/7/2019,shot,gun,65,M,W,Nokomis,FL,TRUE,attack,Not fleeing,FALSE
+Koben S. Henriksen,12/8/2019,shot,knife,51,M,W,Portland,OR,TRUE,other,Not fleeing,FALSE
+Antonio Nichols,12/9/2019,shot,gun,47,M,B,St. Helena Parish,LA,FALSE,other,Not fleeing,FALSE
+Robert Allen Elfgen,12/10/2019,shot,gun,42,M,W,Fort Madison,IA,FALSE,other,,FALSE
+Mauro Carrillo,12/10/2019,shot,baseball bat,42,M,H,Hesperia,CA,FALSE,attack,Not fleeing,FALSE
+Kreed Cornell Bateman,12/10/2019,shot,gun,31,M,B,Andrews,SC,FALSE,attack,,FALSE
+Montay Steven Penning,12/10/2019,shot,gun,23,M,B,Beloit,WI,FALSE,other,Car,FALSE
+Francine Graham,12/10/2019,shot,gun,50,F,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+David N. Anderson,12/10/2019,shot,gun,47,M,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+Terrence Edward White,12/10/2019,shot,gun,66,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Daniel E. Condon,12/10/2019,shot and Tasered,hatchet,55,M,W,Arietta,NY,TRUE,attack,,FALSE
+Delos P. Lowe,12/11/2019,shot,gun,68,M,W,Nelson Township,PA,TRUE,attack,Not fleeing,FALSE
+Matthew Jonathan Krupar,12/11/2019,shot,unarmed,31,M,W,League City,TX,FALSE,attack,Not fleeing,FALSE
+Cortez Bufford,12/12/2019,shot,gun,24,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+Cade Humphrey,12/12/2019,shot,knife,30,M,W,Washita County,OK,FALSE,attack,Car,FALSE
+Taveonte Art Emmanuel,12/12/2019,shot,gun,34,M,B,Anaheim,CA,FALSE,other,Not fleeing,TRUE
+Bradley Cutchens,12/12/2019,shot,gun,23,M,W,Ozark,AL,TRUE,attack,Not fleeing,FALSE
+Anthony Tovar,12/12/2019,shot,toy weapon,43,M,W,Renton,WA,FALSE,other,Not fleeing,FALSE
+Romello Barnes,12/12/2019,shot,knife,22,M,B,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Erik Lee,12/12/2019,shot and Tasered,knife,43,M,,Orange,CA,TRUE,other,Not fleeing,TRUE
+Jamee Christopher Deonte Johnson,12/14/2019,shot,gun and car,22,M,B,Jacksonville,FL,FALSE,attack,Car,TRUE
+Victor A. Parsons,12/14/2019,shot,gun,42,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Louis Patrick Veal,12/14/2019,shot,gun,65,M,B,Redford Township,MI,FALSE,attack,Not fleeing,FALSE
+Alejandro Betancourt-Mendoza,12/14/2019,shot,knife,18,M,H,Pasco,WA,FALSE,attack,Not fleeing,FALSE
+Kean Walker,12/15/2019,shot,gun,23,M,W,Milwaukee,WI,FALSE,attack,Car,FALSE
+Chiasher Fong Vue,12/15/2019,shot,gun,52,M,A,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Mohammad Jamal Isaifan,12/15/2019,shot,gun,40,M,O,Akron,OH,TRUE,other,Foot,FALSE
+Mario Alberto Torres,12/15/2019,shot,gun,27,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dustin Spencer,12/16/2019,shot,gun,34,M,O,Kalihi,HI,FALSE,attack,Foot,FALSE
+Jorge Serrano,12/16/2019,shot,gun,25,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Bernie Rascon,12/16/2019,shot,undetermined,28,M,H,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Kyle Horton,12/17/2019,shot,gun,,M,W,Wilmington,NC,FALSE,attack,Not fleeing,FALSE
+Clyde Jacob Sullivan,12/17/2019,shot,gun,27,M,W,Fort Walton Beach,FL,FALSE,attack,Car,FALSE
+Ricky Lee Gardipee,12/17/2019,shot,gun,41,M,W,Great Falls,MT,FALSE,attack,Foot,FALSE
+Paul Jarvis,12/17/2019,shot,gun,63,M,,El Paso,TX,FALSE,attack,,FALSE
+Dana Brown,12/17/2019,shot and Tasered,knife,27,M,O,Honolulu,HI,FALSE,attack,,TRUE
+Tyler Hall,12/18/2019,shot,gun,29,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Gary Wayne Madewell,12/19/2019,shot,knife,38,M,W,Smith County,TN,FALSE,other,,FALSE
+Christopher Gray,12/19/2019,shot,knife,29,M,W,Davis,CA,TRUE,attack,Not fleeing,TRUE
+Jason Elliot Waterhouse,12/19/2019,shot,unknown weapon,47,M,W,Lakewood,CO,TRUE,attack,Not fleeing,FALSE
+Kentrey Marquis Witherspoon,12/19/2019,shot,gun,28,M,B,Lenoir,NC,FALSE,attack,Foot,FALSE
+Jayson Arron Colvin,12/19/2019,shot,gun,38,M,W,Eustis,FL,FALSE,attack,Foot,FALSE
+Emanuel Johnson,12/19/2019,shot and Tasered,gun,21,M,B,Brentwood,NY,FALSE,attack,Foot,FALSE
+John Resetar,12/20/2019,shot,gun,44,M,W,Randolph County,IN,FALSE,attack,Not fleeing,FALSE
+Steven DeWayne Haizlip,12/20/2019,shot,gun,61,M,B,Winston-Salem,NC,FALSE,attack,Not fleeing,FALSE
+Mohamed Ahemed Al-Hashemi,12/20/2019,shot and Tasered,Taser,25,M,B,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Mark Stoddard,12/21/2019,shot,gun,40,M,W,Emery County,UT,FALSE,attack,Car,FALSE
+Marc Denver Thompson,12/21/2019,shot,shovel,26,M,W,Carroll County,GA,FALSE,attack,Foot,FALSE
+Michael DeCastro,12/21/2019,shot,knife,57,M,W,Ithaca,NY,FALSE,attack,Not fleeing,FALSE
+Brian Lee Mullen,12/21/2019,shot,gun,57,M,W,Evansville,IN,TRUE,other,Not fleeing,FALSE
+Romir Talley,12/22/2019,shot,gun,24,M,B,Wilkinsburg,PA,FALSE,attack,Foot,FALSE
+Jesse Adams,12/22/2019,shot,gun,34,M,,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Kenneth Collins,12/22/2019,shot,unknown weapon,46,M,B,Hattiesburg,MS,FALSE,other,Other,FALSE
+Richard Ruiz,12/23/2019,shot,gun and vehicle,38,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Austin Chase Swindle,12/23/2019,shot,gun,24,M,W,Bryant,AR,TRUE,attack,Not fleeing,FALSE
+Macario Hernandez,12/23/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Harvey Cantrell,12/24/2019,shot,gun,65,M,W,Deltona,FL,TRUE,attack,Not fleeing,TRUE
+Elray Barber,12/24/2019,shot,gun,60,M,B,Oklahoma City,OK,FALSE,attack,Car,FALSE
+David A. White,12/24/2019,shot,gun,56,M,,Springfield,MO,FALSE,other,Not fleeing,FALSE
+Lori Jean Canada,12/25/2019,shot,gun,59,F,W,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Deangelo Rashad Martin,12/25/2019,shot,vehicle,23,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Antonio Smith,12/26/2019,shot,unknown weapon,35,M,B,Memphis,TN,FALSE,other,,FALSE
+Juan Rosa,12/26/2019,shot,gun,35,M,H,Auburndale,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Camacho,12/27/2019,shot,gun and knife,16,M,H,Limerick,ME,FALSE,other,,FALSE
+John Lowell Dollen,12/27/2019,shot,gun,,M,W,Linthicum,MD,TRUE,attack,Not fleeing,FALSE
+Frederick Jeremy Atkin,12/27/2019,shot,undetermined,42,M,W,South Ogden,UT,FALSE,undetermined,Car,FALSE
+Henry Kistler Berry,12/27/2019,shot and Tasered,Taser,43,M,W,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Albert Benjamin Simon,12/28/2019,shot,gun,52,M,W,Houston,TX,FALSE,other,Foot,FALSE
+A.B. Carr,12/28/2019,shot,unknown weapon,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Heriberto Rodriguez,12/28/2019,shot,unknown weapon,27,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Troy Kirk,12/28/2019,shot,knife,31,M,W,Lancaster,OH,TRUE,attack,Not fleeing,TRUE
+Craig Ellis See,12/28/2019,shot,knife,34,M,W,Clearlake Oaks,CA,FALSE,attack,Foot,FALSE
+John Bott,12/29/2019,shot,gun,76,M,,DeSoto County,MS,TRUE,attack,,FALSE
+Patrick Alden,12/29/2019,shot,gun,29,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Kelly Michael Stephens,12/29/2019,shot,chain,34,M,W,Juneau,AK,FALSE,other,Not fleeing,FALSE
+Manuel Gonzales Verdugo,12/29/2019,shot,knife,,M,H,El Centro,CA,FALSE,other,Not fleeing,FALSE
+TK TK,12/30/2019,shot,gun,18,M,B,Houston,TX,FALSE,attack,Other,FALSE
+Debra D. Arbuckle,12/30/2019,shot,vehicle,51,F,W,Wichita,KS,FALSE,attack,Car,FALSE
+Cody McCaulou,12/30/2019,shot,vehicle,25,M,W,Fulton,MO,FALSE,attack,Car,FALSE
+Eric M. Tellez,12/31/2019,shot,knife,28,M,W,Globe,AZ,FALSE,other,Not fleeing,FALSE
+Frederick Perkins,12/31/2019,shot,vehicle,37,M,B,Chesterfield,MO,FALSE,attack,Car,FALSE
+Dedrick Thomas,12/31/2019,shot,gun,,M,B,Forrest City,AR,FALSE,attack,,FALSE
+Malik Williams,12/31/2019,shot,gun,23,M,B,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Terry Hudson,12/31/2019,shot,gun,57,M,B,Omaha,NE,FALSE,attack,Not fleeing,TRUE
+Michael Vincent Davis,12/31/2019,shot,gun,49,M,W,Cross Lanes,WV,FALSE,attack,Foot,FALSE
+Derrick A. Elseth,1/1/2020,shot,gun,24,M,W,Richmond County,VA,FALSE,other,Not fleeing,FALSE
+Teddy James Maverick Varner,1/1/2020,shot,gun,29,M,,Central Point,OR,TRUE,attack,Not fleeing,TRUE
+Gerardo Antonio Conchas-Bustas,1/1/2020,shot,knife,20,M,O,Denver,CO,FALSE,attack,Not fleeing,TRUE
+Gabriel Strickland,1/1/2020,shot and Tasered,toy weapon,25,M,W,Grass Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jeffery Dale Millsap,1/2/2020,shot,gun,26,M,W,Holt,MO,FALSE,attack,Car,FALSE
+Stanley Hayes,1/2/2020,shot,gun,69,M,,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Jamari Daiwon Tarver,1/2/2020,shot,vehicle,26,M,B,North Las Vegas,NV,FALSE,attack,Car,TRUE
+Troy Sullenger,1/2/2020,shot,gun,41,M,W,Murrieta,CA,FALSE,attack,Car,TRUE
+Mariano Ocon,1/2/2020,shot,gun,31,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Gregory,1/2/2020,shot and Tasered,knife,30,M,H,Ansonia,CT,FALSE,attack,Not fleeing,TRUE
+Tyree Davis,1/4/2020,shot and Tasered,knife,25,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+George Dison,1/5/2020,shot,gun,57,M,W,Elkmont,AL,FALSE,attack,Not fleeing,FALSE
+Kwamae Jones,1/5/2020,shot,gun,17,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Brandon D. Roberts,1/5/2020,shot,knife,27,M,B,Milford,DE,TRUE,other,Not fleeing,FALSE
+Drew Nichols Wallas-Flores,1/5/2020,shot,gun,30,M,H,Lubbock,TX,FALSE,attack,Foot,FALSE
+Miciah Lee,1/5/2020,shot,gun,18,M,B,Sparks,NV,TRUE,other,Car,FALSE
+Samuel Lanham,1/5/2020,shot and Tasered,knife,50,M,W,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Troy Chase Caster,1/6/2020,shot,gun,21,M,W,Asheboro,NC,FALSE,attack,Car,FALSE
+Xavier Jaime Rovie,1/6/2020,shot,gun,28,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Orlando Abeyta,1/6/2020,shot,gun,28,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Nico Descheenie,1/6/2020,shot,gun,25,M,,Aurora,CO,FALSE,other,Car,FALSE
+Dallas Pearce,1/6/2020,shot,toy weapon,33,M,A,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Daniel Duane Jensen,1/7/2020,shot,gun,59,M,W,North Pole,AK,FALSE,attack,Not fleeing,FALSE
+Dustin M. Eaton,1/8/2020,shot,gun,34,M,W,Bismarck,MO,FALSE,attack,Not fleeing,FALSE
+Madison Adams,1/8/2020,shot,gun,27,M,,Nipton,CA,TRUE,attack,Car,FALSE
+Earl Facey,1/9/2020,shot,gun,37,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Cody Carnes,1/9/2020,shot,gun,30,M,W,Bismarck,ND,TRUE,attack,Not fleeing,FALSE
+Joshua Franklin Roberts,1/9/2020,shot,gun,41,M,,Powatan Point,OH,FALSE,other,Car,FALSE
+Claude Fain,1/9/2020,shot,gun,47,M,B,Philadelphia,PA,TRUE,attack,Not fleeing,FALSE
+Bernie Wade Johnson,1/9/2020,shot and Tasered,hammer,34,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Ruiz,1/10/2020,shot,vehicle,24,M,H,Muscoy,CA,FALSE,attack,Car,FALSE
+Clando Anitok,1/10/2020,shot and Tasered,unarmed,25,M,A,Spokane,WA,FALSE,other,Car,FALSE
+Eric Reynolds,1/11/2020,shot,unknown weapon,,M,W,Glenwood Springs,CO,FALSE,other,Car,FALSE
+Henry Isaac Jones,1/11/2020,shot,gun,47,M,B,Bainbridge,GA,FALSE,attack,Not fleeing,FALSE
+Ryan O. Simms,1/11/2020,shot and Tasered,knife,49,M,B,Miami Beach,FL,FALSE,attack,,FALSE
+Victor Valencia,1/12/2020,shot,toy weapon,31,M,H,Los Angeles,CA,TRUE,attack,,FALSE
+Brad Stirewalt,1/12/2020,shot,gun,47,M,W,Carthage,MO,FALSE,attack,Car,FALSE
+Thomas Charles Snyder,1/12/2020,shot,gun,52,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Keenan McCain,1/13/2020,shot,gun,29,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Randy Glen Goodale,1/13/2020,shot,vehicle,45,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Eliezer Perez,1/14/2020,shot,knife,51,M,H,The Villages,FL,FALSE,attack,Not fleeing,FALSE
+Renard Antonio Daniels,1/15/2020,shot,knife,55,M,B,Cocoa,FL,FALSE,attack,Not fleeing,TRUE
+Frank Cogar,1/15/2020,shot,gun,35,M,W,Missoula,MT,FALSE,other,Not fleeing,FALSE
+Landwell Vance McCall,1/15/2020,shot,gun,50,M,W,Fleetwood,NC,FALSE,attack,Not fleeing,FALSE
+Aaron Phillips,1/15/2020,shot,gun,31,M,W,Mulberry,FL,FALSE,other,Not fleeing,FALSE
+Albert Lee Hughes,1/15/2020,shot and Tasered,chair,47,M,B,Lawrenceville,GA,FALSE,attack,Not fleeing,FALSE
+Jack Bolinger,1/16/2020,shot,gun,35,M,W,Wausau,WI,FALSE,attack,,FALSE
+Owen Barton,1/16/2020,shot,gun,66,M,W,Yerington,NV,FALSE,other,Not fleeing,FALSE
+Murbarak Soulemane,1/16/2020,shot and Tasered,knife,19,M,B,West Haven,CT,FALSE,other,Car,TRUE
+Samuel David Mallard,1/17/2020,shot,undetermined,19,M,B,Powder Springs,GA,FALSE,undetermined,Car,FALSE
+Dustin Alexander Nealis,1/19/2020,shot,unknown weapon,43,M,W,Sebring,FL,FALSE,undetermined,Not fleeing,FALSE
+Edward Gendron,1/20/2020,shot,gun,57,M,W,Waterbury,CT,FALSE,attack,Not fleeing,FALSE
+Miguel Mercado Segura,1/20/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Jonathan David Messare,1/20/2020,shot,machete,41,M,W,Sedona,AZ,FALSE,other,Not fleeing,FALSE
+Dustin Furr,1/20/2020,shot,gun,39,M,W,Lafayette,IN,FALSE,other,Not fleeing,FALSE
+Anthony Langley,1/21/2020,shot,gun,24,M,W,Atkins,AR,FALSE,attack,Foot,FALSE
+Reginald Leon Boston,1/21/2020,shot,gun,20,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Rory Behling,1/21/2020,shot,gun,32,M,W,Fox Crossing,WI,FALSE,other,Not fleeing,FALSE
+Miguel Mercado Segura,1/21/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Darius J. Tarver,1/21/2020,shot and Tasered,meat cleaver,22,M,B,Denton,TX,TRUE,attack,Not fleeing,FALSE
+Sok Chin Son,1/21/2020,shot and Tasered,knife,60,M,A,Lacey,WA,FALSE,attack,Not fleeing,FALSE
+Jon Phillip Bryant,1/22/2020,shot,knife,40,M,W,Arvada,CO,FALSE,other,Not fleeing,FALSE
+Armando Moreno Garcia,1/22/2020,shot,gun,37,M,H,Mesa,AZ,FALSE,attack,,FALSE
+Adam Ray Hernandez,1/22/2020,shot,undetermined,34,M,W,Moore,OK,FALSE,other,Car,FALSE
+Deandre Lee Seaborough-Patterson,1/23/2020,shot,gun,22,M,B,Savannah,GA,FALSE,other,Foot,FALSE
+James Lewis Mathis,1/23/2020,shot,knife,30,M,W,Paris,TX,FALSE,other,,FALSE
+Gage Scott Southard,1/23/2020,shot,gun,26,M,W,Wasilla,AK,FALSE,attack,Car,FALSE
+Marquis Golden,1/23/2020,shot,gun,29,M,B,St. Petersburg,FL,FALSE,attack,Car,FALSE
+Andrew Smyrna,1/23/2020,shot,vehicle,32,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Michael Rivera,1/23/2020,shot,vehicle,32,M,B,Bloomingdale,NJ,FALSE,attack,Car,FALSE
+Scott Joseph Weber,1/24/2020,shot,gun,27,M,W,San Angelo,TX,FALSE,attack,Other,FALSE
+Toby Diller,1/24/2020,shot,gun,31,M,H,Oak Park,CA,FALSE,attack,Foot,TRUE
+Rebecca Angel Alexander,1/24/2020,shot,gun,35,F,W,Coden,AL,TRUE,attack,Not fleeing,FALSE
+D'ovion Semaj Perkins,1/25/2020,shot,gun,19,M,B,Aurora,CO,FALSE,other,Car,FALSE
+Joshua James Brown,1/25/2020,shot,gun,34,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Kevin Alan Smallman,1/27/2020,shot,vehicle,32,M,W,Chandler,AZ,FALSE,attack,Car,FALSE
+William Howard Green,1/27/2020,shot,unarmed,43,M,B,Temple Hills,MD,FALSE,attack,Not fleeing,FALSE
+Aaron T. Booker,1/27/2020,shot,gun,22,M,B,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+John Francis Tippett,1/27/2020,shot,gun,43,M,W,Lexington Park,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Greenleaf,1/28/2020,shot,knife,27,M,W,Scottsdale,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Cocio,1/28/2020,shot,gun,39,M,H,Tuscson,AZ,FALSE,attack,Not fleeing,FALSE
+Jonathan Bentley,1/28/2020,shot,vehicle,37,M,W,Shelby Gap,KY,FALSE,attack,Not fleeing,FALSE
+Jaquyn Oneill Light,1/29/2020,shot,undetermined,20,M,B,Graham,NC,FALSE,undetermined,Foot,FALSE
+Clint Stevens,1/29/2020,shot,gun,34,M,W,Deposit,NY,TRUE,attack,Not fleeing,FALSE
+Justin Leman,1/29/2020,shot,gun,32,M,W,Kasilof,AK,FALSE,attack,Foot,FALSE
+Chad Nicolia,1/30/2020,shot,gun,41,M,,Hockingport,OH,FALSE,attack,Not fleeing,FALSE
+Abdirahman Salad,1/30/2020,shot,gun,15,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Keith Dutree Collins,1/30/2020,shot,toy weapon,52,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Richard Davis,1/30/2020,shot,gun,29,M,,Kansas City,MO,FALSE,attack,Foot,FALSE
+Leonard Parker,2/1/2020,shot,vehicle,53,M,B,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Vincent Conti,2/1/2020,shot,gun,24,M,W,Spring Hill,FL,FALSE,attack,Not fleeing,FALSE
+Ronnell Mouzon,2/1/2020,shot,gun,41,M,B,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Alvin Cole,2/2/2020,shot,gun,17,M,B,Wauwatosa,WI,FALSE,attack,Foot,FALSE
+Jason Gora,2/2/2020,shot,vehicle and gun,44,M,W,Minot,ME,FALSE,attack,Foot,FALSE
+Chris Cadotte,2/2/2020,shot,knife,63,M,,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Marc Dominic Neal,2/3/2020,shot,gun,56,M,B,Millcreek,UT,FALSE,other,Not fleeing,FALSE
+Darius Tarver,2/4/2020,shot,meat cleaver,23,M,B,Denton,TX,FALSE,other,Not fleeing,FALSE
+Shawn Michael Taylor,2/4/2020,shot,gun,32,M,W,Allen,OK,FALSE,attack,Foot,FALSE
+Dominique Antwon Anderson,2/4/2020,shot,machete,26,M,B,Home Garden,CA,FALSE,attack,Not fleeing,FALSE
+Thomas Barbosa,2/4/2020,shot,knife,41,M,W,Ono,CA,TRUE,other,Car,FALSE
+Daniel Murillo,2/5/2020,shot,knife,56,M,W,Washoe,NV,FALSE,other,Not fleeing,FALSE
+Gaston A. Nava-Saucedo,2/5/2020,shot,vehicle,33,M,H,Topeka,KS,FALSE,attack,Car,FALSE
+Sean Patrick Constance,2/6/2020,shot,gun,37,M,W,Port Charlotte,FL,FALSE,attack,Car,FALSE
+Juston Root,2/7/2020,shot,gun,41,M,W,Brookline,MA,TRUE,attack,Car,FALSE
+Michael Collins,2/7/2020,shot,knife,38,M,W,Sapulpa,OK,TRUE,other,Not fleeing,FALSE
+Joshua Downing,2/7/2020,shot,gun,32,M,,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Douglas Harold Hart,2/8/2020,shot,gun,67,M,W,Vestavia Hills,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,2/8/2020,shot,gun,,M,,Cuba,MO,FALSE,attack,Not fleeing,FALSE
+Gordon Whitaker,2/9/2020,shot,gun,45,M,W,Kennewick,WA,FALSE,attack,Foot,FALSE
+Erik Robinson,2/9/2020,shot,knife,23,M,,Orange County,FL,FALSE,other,Not fleeing,FALSE
+Zane Blaisdell,2/9/2020,shot,knife,48,M,W,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Jeremy Grayson,2/9/2020,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Leatherwood,2/9/2020,shot,gun,47,M,W,Byron,GA,FALSE,attack,Not fleeing,FALSE
+Bobby Gibbs,2/10/2020,shot,gun,40,M,B,Forrest City,AR,FALSE,attack,Not fleeing,FALSE
+Jeremy Todd Baham,2/10/2020,shot,gun,40,M,W,Lafayette,LA,FALSE,other,Not fleeing,FALSE
+Thomas Ray Chamblee,2/10/2020,shot,gun,34,M,W,Albertville,AL,FALSE,attack,Other,TRUE
+Hans Alejandro Huitz,2/12/2020,shot,gun,51,M,N,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Michael Marullo,2/12/2020,shot,gun,33,M,W,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Jeremey Fox,2/12/2020,shot,undetermined,42,M,,Bossier City,LA,FALSE,other,Not fleeing,TRUE
+Dakota Lee Chlarson,2/13/2020,shot,scissors,25,M,N,Dickinson,ND,FALSE,attack,Not fleeing,FALSE
+Brian Francis Filion,2/13/2020,shot,gun,41,M,W,Salt Lake City,UT,FALSE,other,Foot,FALSE
+Aaron Marcos Valdez,2/13/2020,shot,gun,19,M,H,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Abel Lopez-Lopez,2/13/2020,shot,undetermined,37,M,,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+William Bluestone,2/14/2020,shot,gun,21,M,H,Silverton,OR,FALSE,other,Not fleeing,TRUE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,other,Car,FALSE
+David Kent Heeke,2/14/2020,shot,gun,63,M,W,Commerce City,CO,TRUE,other,Car,FALSE
+Christopher Gutierrez,2/14/2020,shot,knife,,M,H,Rialto,CA,FALSE,other,Not fleeing,FALSE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,attack,Car,FALSE
+Daelyn Polu,2/15/2020,shot,gun,16,M,A,Achorage,AK,FALSE,attack,Not fleeing,FALSE
+Thomas Murray,2/16/2020,shot,vehicle,31,M,W,Newbury,MA,FALSE,attack,Car,FALSE
+Kerry Michael Bounsom,2/16/2020,shot,gun,33,M,A,Long Beach,CA,FALSE,attack,Foot,FALSE
+Rudy Arenas,2/16/2020,shot,gun,40,M,H,Poinciana,FL,FALSE,attack,Car,FALSE
+Brandon Lewis,2/16/2020,shot,gun,34,M,W,Harrison County,IN,FALSE,attack,Car,FALSE
+Travis Mullins,2/17/2020,shot,gun,29,M,W,Greenville,TN,FALSE,attack,Not fleeing,FALSE
+Jeremy Dewey,2/17/2020,shot,gun,27,M,N,Pinetop,AZ,FALSE,attack,Not fleeing,FALSE
+Kevin Adolphe,2/18/2020,shot,gun,23,M,B,Orlando,FL,FALSE,other,Foot,FALSE
+Alex Francisco Vazquez,2/19/2020,shot,gun,38,M,H,Red Bluff,CA,FALSE,attack,Not fleeing,FALSE
+Joseph Jewell,2/20/2020,shot,gun,17,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+John Daniel Dixon,2/20/2020,shot,gun,75,M,W,DeKalb County,GA,FALSE,other,Not fleeing,FALSE
+John James Monahan,2/21/2020,shot,gun,26,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Manuel Arebalo,2/21/2020,shot,sharp object,40,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,gun,,M,,Old Mines,MO,TRUE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,unarmed,,F,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rodrigo Ivan Aguirre,2/22/2020,shot,gun,36,M,H,Deming,NM,FALSE,attack,Other,FALSE
+Boyce Melvin Thayer,2/23/2020,shot,gun,83,M,,Jamestown,NC,FALSE,attack,Not fleeing,FALSE
+Lucas Alvarado,2/24/2020,shot,gun,27,M,W,Milwaukee,WI,FALSE,other,Foot,FALSE
+Print Zutavern,2/24/2020,shot,gun,28,M,W,Arnold,NE,TRUE,other,Not fleeing,FALSE
+Stephen O'Brien,2/24/2020,shot,unarmed,20,M,W,Floresville,TX,TRUE,other,Not fleeing,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Sumter County,SC,FALSE,attack,Not fleeing,FALSE
+Kenneth Sashington,2/25/2020,shot,gun,38,M,B,Tuscumbia,AL,FALSE,attack,Foot,FALSE
+SanJuan Migayle Thomas,2/25/2020,shot,gun,39,M,,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Matthew Felix,2/25/2020,shot,vehicle,19,M,,New York,NY,FALSE,attack,Car,FALSE
+Neal Stuart Nevada,2/25/2020,shot,knife,23,M,,Pocatello,ID,FALSE,other,Car,FALSE
+Dylan Olmeda,2/25/2020,shot,gun,16,M,W,Georgetown,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,2/25/2020,shot,undetermined,,M,,Brea,CA,FALSE,undetermined,,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Dalzell,SC,FALSE,attack,Not fleeing,FALSE
+David William Irving,2/26/2020,shot,undetermined,35,M,,Kansas City,MO,FALSE,undetermined,,FALSE
+Justin Lee Stackhouse,2/26/2020,shot,vehicle,30,M,B,Bradenton,FL,FALSE,attack,Car,FALSE
+Ramiro Carrasco,2/26/2020,shot,gun,30,M,H,Greeley,CO,FALSE,other,Not fleeing,FALSE
+James Thomson,2/26/2020,shot,gun,30,M,W,Tahlequah,OK,FALSE,attack,Car,FALSE
+William Resto,2/26/2020,shot,knife,54,M,,Sylvania Township,OH,FALSE,other,Not fleeing,FALSE
+TK TK,2/26/2020,shot,unarmed,,M,,Garden Grove,CA,FALSE,attack,,TRUE
+Kent Richard Kruger,2/27/2020,shot,gun,36,M,W,Lakeville,MN,TRUE,attack,Not fleeing,FALSE
+Joshua David Hernandez Lord,2/27/2020,shot,knife,33,M,W,Clarkdale,AZ,FALSE,other,,FALSE
+Dorgel Cisnero-Mesa,2/27/2020,shot,gun,39,M,H,Jacksonville,FL,TRUE,attack,,FALSE
+Jose L. Rivera,2/28/2020,shot,gun,22,M,H,Moses Lake,WA,FALSE,attack,Other,FALSE
+Anthony Taylor,2/29/2020,shot,gun,49,M,B,Milwaukee,WI,FALSE,other,,FALSE
+Richard Rodriguez,2/29/2020,shot,gun,45,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Douris,2/29/2020,shot,knife,45,M,W,Henderson,NV,FALSE,other,Not fleeing,FALSE
+Joshua Russell,3/1/2020,shot,gun,30,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Raymundo Aaron Ceja,3/1/2020,shot,gun,30,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Santa Ana,CA,FALSE,other,,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Cloverleaf,TX,TRUE,attack,Not fleeing,FALSE
+Ian Austin Wilson,3/1/2020,shot,gun,31,M,W,Mocksville,NC,FALSE,attack,,FALSE
+Cody Hodges,3/2/2020,shot,toy weapon,34,M,,Keithville,LA,TRUE,attack,Not fleeing,FALSE
+Terry Cagle,3/2/2020,shot,BB gun,73,M,W,Sherman,TX,FALSE,attack,Car,FALSE
+Jose Antonio Gainza,3/3/2020,shot,knife,49,M,,Miami-Dade,FL,FALSE,other,Not fleeing,FALSE
+Ryan Bass,3/3/2020,shot,gun,39,M,W,Riverside,WA,FALSE,attack,,FALSE
+Christopher Palmer,3/4/2020,shot,unarmed,37,M,W,Manila,AR,FALSE,attack,Not fleeing,FALSE
+Gary Lee Tierney,3/4/2020,shot,gun,73,M,,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Gene Beasley,3/5/2020,shot,gun,,M,W,Ariton,AL,FALSE,other,Car,FALSE
+Ajay Kamil Ayseli,3/5/2020,shot,knife,31,M,O,Henrico,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Jamaal Brewer,3/5/2020,shot,gun,25,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jacob Frausto,3/6/2020,shot,gun,41,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Tyler M. Jones,3/6/2020,shot,gun,24,M,B,Fairfield,OH,FALSE,other,Not fleeing,FALSE
+Barry Gedeus,3/6/2020,shot,unarmed,27,M,B,Fort Lauderdale,FL,FALSE,attack,Foot,FALSE
+Jerry Gaghins,3/6/2020,shot,knife,,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Mullins,3/6/2020,shot,unarmed,32,M,W,Edison,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Adam Miller,3/7/2020,shot,knife,33,M,,Stroudsburg,PA,FALSE,other,Not fleeing,FALSE
+Gary Brown,3/7/2020,shot,vehicle,43,M,W,Harrison Township,OH,FALSE,attack,Car,FALSE
+Charles Harwood,3/8/2020,shot,gun,65,M,,Montgomery,AL,FALSE,attack,Not fleeing,FALSE
+Lawson Edward Schaber,3/8/2020,shot,gun,84,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Desiree Nicole Garza,3/8/2020,shot,knife,29,F,H,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Brian Marksberry,3/8/2020,shot,unarmed,31,M,W,Humble,TX,FALSE,other,Foot,FALSE
+Keith P. Haux,3/8/2020,shot,gun,57,M,W,Backus,MN,FALSE,other,Not fleeing,FALSE
+Aaron Tolen,3/8/2020,shot,unarmed,37,M,W,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Jennifer Taylor,3/9/2020,shot,gun,29,F,W,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Bonito Garcia,3/9/2020,shot,screwdriver,47,M,H,Elmendorf,TX,FALSE,other,,FALSE
+Pablo Elias,3/10/2020,shot,unarmed,44,M,H,Bell Gardens,CA,TRUE,undetermined,,FALSE
+Joshua Christopher Noles,3/11/2020,shot,gun,38,M,W,Elkton,FL,FALSE,attack,Car,FALSE
+Mary Kate Field,3/11/2020,shot,gun,32,F,W,Anchor Point,AK,FALSE,attack,,FALSE
+Breonna Taylor,3/12/2020,shot,unarmed,26,F,B,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Duncan Socrates Lemp,3/12/2020,shot,gun,21,M,W,Potomac,MD,FALSE,attack,Not fleeing,TRUE
+Donnie Sanders,3/12/2020,shot,unarmed,47,M,B,Kansas City,MO,FALSE,undetermined,Foot,FALSE
+Jorge Martinez,3/13/2020,shot,undetermined,30,M,H,Claremore,OK,FALSE,attack,Foot,FALSE
+Marc Morgan,3/13/2020,shot,gun,62,M,W,New Kensington,PA,FALSE,attack,,FALSE
+Rosario Angel Alvarado,3/13/2020,shot,toy weapon,41,M,H,Chandler,AZ,FALSE,attack,Not fleeing,FALSE
+Dung Nguyen,3/13/2020,shot,gun,50,M,A,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Mullins,3/13/2020,shot,knife,,M,W,Mufreesboro,TN,FALSE,other,Not fleeing,FALSE
+TK TK,3/14/2020,shot,vehicle,48,M,,Cocoa,FL,FALSE,attack,Car,FALSE
+Jeremiah Medina,3/14/2020,shot,gun,31,M,H,Taos,NM,FALSE,attack,Car,FALSE
+Justin Griggs,3/14/2020,shot,gun,30,M,W,Louisville,KY,FALSE,attack,Foot,TRUE
+Chase Brooks,3/14/2020,shot,undetermined,32,M,W,Springfield,OR,FALSE,attack,Not fleeing,FALSE
+Rory Edwin Murray,3/14/2020,shot,gun,30,M,,Lodi,CA,FALSE,attack,Car,FALSE
+Jesse Cadillo,3/14/2020,shot,gun,20,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Brandon Potter,3/15/2020,shot,gun,38,M,W,High Point,NC,FALSE,attack,,FALSE
+Catherine Gomez,3/15/2020,shot,knife,25,F,H,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Douglas J. Foster,3/15/2020,shot,gun,47,M,W,Lewistown,MT,FALSE,attack,Car,FALSE
+Dakota Yancey,3/15/2020,shot,gun,19,M,W,Chase City,VA,FALSE,other,Car,FALSE
+Darwin Foy,3/16/2020,shot,gun,35,M,B,Webster City,IA,FALSE,attack,Not fleeing,FALSE
+Juanito Ovalle,3/16/2020,shot,machete,58,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,3/16/2020,shot,gun,,M,,Miami,FL,TRUE,attack,Other,FALSE
+Dakota Wayne Yancey,3/16/2020,shot,gun,18,M,W,Mecklenburg,VA,FALSE,attack,,FALSE
+Marvin O'Reilly,3/16/2020,shot,undetermined,55,M,,Tucson,AZ,FALSE,undetermined,Foot,FALSE
+Charity Thorne,3/16/2020,shot,vehicle,42,F,W,Myerstown,PA,FALSE,attack,Car,FALSE
+William Simpkins,3/17/2020,shot,gun,39,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Harold Spencer,3/18/2020,shot,gun,61,M,B,Iota,LA,FALSE,other,,FALSE
+Steven Alire,3/18/2020,shot,gun,51,M,W,Orchard Mesa,CO,FALSE,other,Foot,FALSE
+Lebarron Ballard,3/18/2020,shot and Tasered,knife,28,M,B,Abilene,TX,FALSE,attack,Foot,FALSE
+Kyle Anthony Eichler,3/19/2020,shot,unknown weapon,33,M,W,Wheeling,MO,FALSE,undetermined,,FALSE
+Charles Parker,3/19/2020,shot and Tasered,knife,47,M,W,Port Jervis,NY,TRUE,other,Not fleeing,FALSE
+Larry Millraney,3/20/2020,shot,gun,39,M,W,Franklin County,TN,FALSE,attack,Car,FALSE
+Mycael Johnson,3/20/2020,shot,unarmed,31,M,B,Tallahassee,FL,FALSE,attack,Other,FALSE
+Kamall Koby Edwards,3/20/2020,shot,gun,18,M,B,Cuthbert,GA,FALSE,attack,Foot,FALSE
+Alvin Lamont Baum,3/20/2020,shot,gun,23,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Israel Lucas,3/21/2020,shot,undetermined,30,M,,Mojave,CA,FALSE,attack,,FALSE
+Bryan Pena,3/21/2020,shot,unknown weapon,28,M,,Taylorsville,UT,FALSE,other,Other,FALSE
+Gerald Johnson,3/22/2020,shot,toy weapon,55,M,,Sacramento,CA,FALSE,attack,Not fleeing,TRUE
+Carlos Delgado,3/23/2020,shot,pick-axe,46,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Charles Edward Marsh,3/23/2020,shot,gun,50,M,W,Mojave,CA,FALSE,attack,Not fleeing,FALSE
+Michael Wallace,3/24/2020,shot,gun,34,M,W,Schenectady,NY,TRUE,attack,Not fleeing,FALSE
+Kathryn R. Hale,3/24/2020,shot,vehicle,32,F,W,Shelton,WA,FALSE,attack,Car,FALSE
+Christopher Joel Mock,3/24/2020,shot,gun,45,M,W,WInston Salem,NC,FALSE,attack,Car,FALSE
+Maurico Hernandez,3/24/2020,shot,gun,31,M,H,El Paso,TX,FALSE,attack,Car,FALSE
+Matthew Moore,3/25/2020,shot,gun,19,M,W,Pahrump,NV,FALSE,attack,Not fleeing,TRUE
+Glenn A. White,3/25/2020,shot,knife,53,M,W,London,AR,TRUE,other,Not fleeing,FALSE
+Deanna Marie Owsianiak,3/26/2020,shot,gun,55,F,W,Ormond Beach,FL,FALSE,attack,Not fleeing,FALSE
+John Mark Hendrick,3/26/2020,shot,unarmed,32,M,W,Linwood,NC,FALSE,other,Car,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Portland,OR,FALSE,other,Not fleeing,FALSE
+Robert Harman Sword,3/27/2020,shot,gun,46,M,W,Buchanan,VA,TRUE,attack,Not fleeing,FALSE
+Tyrell Fincher,3/27/2020,shot,gun,26,M,B,Newburgh,NY,FALSE,attack,,TRUE
+TK TK,3/27/2020,shot,gun,,M,,Lehigh Acres,FL,FALSE,attack,Foot,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Salem,OR,FALSE,other,,FALSE
+Thomas Owens,3/28/2020,shot,gun,49,M,,Gray,KY,FALSE,attack,Not fleeing,FALSE
+Shane Farwell,3/28/2020,shot,gun,46,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+Jacob  Emry Mcilveen,3/29/2020,shot,gun,22,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Etonne Tanzymore,3/30/2020,shot,gun,38,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Jessie Stringfield,3/30/2020,shot,gun,44,M,W,Louisville,KY,FALSE,attack,Not fleeing,TRUE
+Anthony Eduardo Pacheco,3/31/2020,shot,sword,37,M,H,Pomona,CA,FALSE,other,Not fleeing,FALSE
+Valente Acosta-Bustillos,3/31/2020,shot,shovel,52,M,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Shane Tilman Kent,3/31/2020,shot,gun,29,M,W,Asheville,NC,FALSE,attack,Not fleeing,FALSE
+John H. Ross,3/31/2020,shot,gun and car,29,M,,Hinton,VA,FALSE,attack,Car,FALSE
+TK TK,3/31/2020,shot,knife,,,,Burkesville,KY,FALSE,attack,Car,FALSE
+Austin Hines,4/1/2020,shot,gun and vehicle,19,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Nathan R. Hodge,4/2/2020,shot,gun,66,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+David A. Xanatos,4/2/2020,shot,knife,40,M,W,Lincoln CIty,OR,FALSE,other,Not fleeing,FALSE
+Jose Moreno,4/2/2020,shot,Taser,30,M,H,Mesa,AZ,FALSE,attack,Other,FALSE
+Joseph Zahaczewski,4/2/2020,shot,gun,69,M,W,Irving,TX,FALSE,attack,,FALSE
+Jose Soto,4/2/2020,shot,unarmed,27,M,H,Manchester,CT,TRUE,other,Not fleeing,FALSE
+Leneard Bliss,4/4/2020,shot,knife,,M,,Nutter Fort,WV,FALSE,other,Not fleeing,FALSE
+TK TK,4/5/2020,shot,gun,59,M,,Hialeah,FL,FALSE,attack,Not fleeing,FALSE
+Carl Manning,4/5/2020,shot,unknown weapon,62,M,W,Manchester,NH,FALSE,other,Not fleeing,FALSE
+Michael Leon Hammett,4/5/2020,shot,knife,,M,W,Ada,OK,TRUE,attack,Not fleeing,FALSE
+Philip Castonguay,4/5/2020,shot,metal pipe,39,M,W,Milford,MA,FALSE,attack,Not fleeing,FALSE
+Richard Lee Kampstra,4/5/2020,shot,gun,67,M,W,Melbourne,FL,FALSE,other,,FALSE
+Kelvin Parks,4/6/2020,shot,gun,54,M,W,Florence,AL,FALSE,attack,Foot,FALSE
+Yamil Acevedo,4/6/2020,shot,vehicle,29,M,H,North Miami Beach,FL,FALSE,attack,Car,FALSE
+Brandon Mark Stokes,4/7/2020,shot,gun and car,37,M,,Eatonville,WA,TRUE,attack,Car,FALSE
+Idris Abdus-Salaam,4/7/2020,shot,knife,33,M,B,Knoxville,TN,FALSE,other,Not fleeing,FALSE
+Joshua Bacco,4/7/2020,shot,knife,31,M,W,El Mirage,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob Matthew Dau,4/7/2020,shot,vehicle,38,M,W,Clinton,IA,FALSE,other,Car,TRUE
+Derek T. Swanson,4/7/2020,shot,gun,28,M,W,Caddo Parish,LA,FALSE,attack,Other,FALSE
+Dewayne Curtis Lafond,4/7/2020,shot,gun,45,M,B,Refugio,TX,FALSE,attack,Not fleeing,FALSE
+Rick Howell,4/8/2020,shot,gun,59,M,W,Salisbury,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Dariandre Ruffin,4/8/2020,shot,gun,17,M,B,Columbia,SC,FALSE,other,Foot,FALSE
+Zyon Romeir Wyche,4/9/2020,shot,gun,19,M,B,Colonial Heights,VA,FALSE,attack,Foot,FALSE
+Kenneth Jeremy Blair,4/9/2020,shot,Taser,36,M,W,Winchester,TN,FALSE,attack,Foot,FALSE
+Zachary Shane Gifford,4/9/2020,shot,unarmed,39,M,W,Brandon,CO,FALSE,attack,Foot,FALSE
+Matt Goff,4/10/2020,shot,gun,,M,W,Klamath Falls,OR,FALSE,attack,Car,FALSE
+Giuseppe Particianone,4/10/2020,shot,unarmed,33,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Shawn Lee,4/11/2020,shot,machete,48,M,,Ritzville,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Lee Adams,4/11/2020,shot,gun,31,M,B,Pottstown,PA,FALSE,attack,Not fleeing,FALSE
+Leah Baker,4/11/2020,shot,knife,29,F,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Errol Bolin,4/11/2020,shot,gun,51,M,W,West Terre Haute,IN,FALSE,attack,Not fleeing,FALSE
+TK TK,4/11/2020,shot,gun,,M,,Clackamas County,OR,FALSE,attack,,FALSE
+Justin Silvernale,4/12/2020,shot,knife,35,M,W,Daly City,CA,TRUE,other,Car,FALSE
+Miguel Gomez,4/12/2020,shot,gun,56,M,,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,4/13/2020,shot,screwdriver,,M,,Jackson,MS,FALSE,attack,Foot,FALSE
+Javier Vidal,4/13/2020,shot,gun,36,M,H,Lamont,CA,FALSE,attack,Car,FALSE
+Thomas A. Powell,4/14/2020,shot,gun,31,M,W,Old Town,ME,FALSE,attack,Not fleeing,FALSE
+Tony Clements,4/15/2020,shot,gun,33,M,,Hubert,NC,FALSE,attack,Not fleeing,FALSE
+Leslie Flynn,4/15/2020,shot,gun,39,M,W,Blair,NE,FALSE,attack,Not fleeing,FALSE
+Randy Ashland,4/15/2020,shot,gun,58,M,W,Waukesha,WI,FALSE,attack,Not fleeing,FALSE
+Goldie Bellinger,4/15/2020,shot,gun,39,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Barraza,4/16/2020,shot,gun and car,24,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Salvatore Friscia,4/16/2020,shot,vehicle,48,M,W,Philipsburg,MT,FALSE,attack,Not fleeing,FALSE
+Anthony Wilson,4/16/2020,shot,gun,28,M,,Jefferson City,MO,FALSE,attack,Foot,FALSE
+Jasman Washington,4/16/2020,shot,vehicle,31,M,B,Lubbock,TX,FALSE,attack,Car,FALSE
+Derick L. Powe,4/17/2020,shot,gun,,M,B,Daphne,AL,TRUE,attack,Not fleeing,FALSE
+Marcus Eugene Epps,4/17/2020,shot,knife,43,M,W,Anderson,SC,FALSE,attack,,FALSE
+Steven Taylor,4/18/2020,shot,baseball bat,33,M,B,San Leandro,CA,FALSE,other,Not fleeing,FALSE
+Willie J. Hampton,4/18/2020,shot,gun,37,M,,Raytown,MO,FALSE,other,Not fleeing,FALSE
+Austin Dean Heights,4/18/2020,shot,gun,24,M,W,Mankato,MN,TRUE,attack,Other,FALSE
+Mason Workman,4/19/2020,shot,gun,40,M,W,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Virgill Thrope,4/19/2020,shot,gun,28,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Chase Rosa,4/21/2020,shot,gun,24,M,B,Las Vegas,NV,FALSE,attack,Car,TRUE
+Nicholas Chavez,4/21/2020,shot,sharp object,27,M,H,Houston,TX,TRUE,other,Foot,FALSE
+Elmer L. Mack,4/22/2020,shot,gun,40,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Christopher Lawson,4/22/2020,shot,gun,31,M,,Springfield,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,4/22/2020,shot,knife,,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Joshua Johnson,4/22/2020,shot,toy weapon,35,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Luan Agolli,4/23/2020,shot,gun,42,M,W,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Fred Brown,4/23/2020,shot,unarmed,34,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Michael Ramos,4/24/2020,shot,unarmed,42,M,H,Austin,TX,FALSE,undetermined,Car,FALSE
+Timothy Darryl Slides,4/24/2020,shot,gun,28,M,,Lenoir,NC,FALSE,attack,Not fleeing,TRUE
+Brandan Reid Nylander,4/24/2020,shot,gun,24,M,W,Napa,CA,FALSE,other,Car,FALSE
+Marlon Aaron Bonds,4/24/2020,shot,gun,53,M,,Denton,TX,FALSE,attack,,FALSE
+Roy Joiner,4/24/2020,shot,gun,67,M,,Adel,GA,FALSE,attack,Not fleeing,FALSE
+Reed Rickabaugh,4/24/2020,shot,gun,59,M,W,Hiram,ME,FALSE,attack,Not fleeing,FALSE
+Farron Morris Hammond,4/25/2020,shot,gun,61,M,W,Hogansville,GA,FALSE,attack,Not fleeing,FALSE
+Bradley G. Pullman,4/26/2020,shot,vehicle,48,M,,Wayne,NJ,FALSE,other,Car,FALSE
+De Quang Tran,4/26/2020,shot,gun,26,M,A,La Plata,MD,FALSE,attack,Not fleeing,FALSE
+Nicolas Chavez,4/27/2020,shot,sharp object,27,M,,Houston,TX,TRUE,other,Not fleeing,FALSE
+Robert Musser,4/28/2020,shot,gun,32,M,W,Buckeye,AZ,FALSE,attack,Car,FALSE
+William E. Abbe,4/28/2020,shot and Tasered,sharp object,50,M,W,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Caballero,4/29/2020,shot,gun,38,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Artemio Mondragon Alfaro,4/29/2020,shot,vehicle,29,M,W,Madera County,CA,FALSE,attack,Other,FALSE
+Malcolm Xavier Ray Williams,4/29/2020,shot,gun,27,M,B,Jeffersonville,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,4/30/2020,shot,gun,,M,,Los Angeles,CA,FALSE,other,Car,FALSE
+Timothy Alan Gilbert,4/30/2020,shot,gun,43,M,W,Martin County,KY,FALSE,attack,Car,FALSE
+William Debose,5/1/2020,shot,gun,21,M,B,Denver,CO,FALSE,other,Other,TRUE
+Nicholas Bils,5/1/2020,shot,unarmed,36,M,W,San Diego,CA,TRUE,other,Foot,FALSE
+Shaun Lee Fuhr,5/1/2020,shot,unarmed,24,M,B,Seattle,WA,FALSE,attack,Foot,TRUE
+TK TK,5/1/2020,shot,knife,,M,,Hialeah,FL,FALSE,undetermined,Foot,FALSE
+Brent Martin,5/1/2020,shot,gun,32,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Said Joquin,5/1/2020,shot,gun,26,M,B,Lakewood,WA,FALSE,attack,Not fleeing,FALSE
+Michael Ferguson,5/3/2020,shot,gun,54,M,W,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Kortney Shawn Price,5/3/2020,shot,gun,44,M,W,Caldwell County,NC,FALSE,other,Car,TRUE
+Michael Faries,5/3/2020,shot,gun,69,M,W,Oakland City,IN,FALSE,other,Not fleeing,FALSE
+Filipe Periera,5/3/2020,shot,gun,45,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Armando Salvatierra,5/3/2020,shot,knife,26,M,H,San Jose,CA,FALSE,attack,Not fleeing,TRUE
+Chad Adams,5/3/2020,shot,gun,43,M,W,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Phillip Michael Carney,5/3/2020,shot,gun,38,M,W,Overland Park,KS,FALSE,attack,Car,FALSE
+Tyler Wayne Kracht,5/3/2020,shot,undetermined,28,M,,Sterling,CO,FALSE,other,Car,FALSE
+Mark Anthony Jones,5/4/2020,shot,knife,36,M,,Monterey Park,CA,FALSE,other,Not fleeing,FALSE
+Demontre Bruner,5/4/2020,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,FALSE
+Qavon Webb,5/5/2020,shot,gun,23,M,B,Webster Groves,MO,FALSE,attack,Not fleeing,FALSE
+Sandra Lee Harmon,5/5/2020,shot,gun,56,F,W,Half Moon Bay,CA,FALSE,attack,Not fleeing,FALSE
+William Shimp,5/5/2020,shot,gun,33,M,W,Kansas City,MO,FALSE,attack,Car,FALSE
+Justin Charland,5/5/2020,shot,samurai sword,40,M,W,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Jah'Sean Iandie Hodge,5/5/2020,shot,knife,21,M,B,St. Cloud,FL,FALSE,other,Foot,FALSE
+Alfredo Delarosa,5/5/2020,shot and Tasered,Taser,20,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Dreasjon Reed,5/6/2020,shot,gun,21,M,B,Indianapolis,IN,FALSE,attack,Car,TRUE
+TK TK,5/6/2020,shot,knife,20,M,,Renton,WA,FALSE,other,,FALSE
+James Joseph James,5/6/2020,shot,knife,47,M,W,Graham,NC,FALSE,attack,Car,FALSE
+Vincent Ralph Pena,5/6/2020,shot,gun,38,M,H,Commerce City,CO,FALSE,attack,Foot,FALSE
+Ruben Escarrega,5/7/2020,shot,knife,31,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+James Pease,5/7/2020,shot,gun,51,M,W,Jean,NV,FALSE,attack,Car,FALSE
+McHale Rose,5/7/2020,shot,gun,19,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Gomez,5/7/2020,shot,knife,21,M,H,Wasco,CA,FALSE,attack,Not fleeing,FALSE
+Adrian Medearis,5/8/2020,shot,Taser,48,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Lloyd Nelson,5/8/2020,shot,gun,47,M,,Pasadena,CA,FALSE,other,Car,FALSE
+Edgar Melgar,5/9/2020,shot,gun,42,M,H,Green Bay,WI,FALSE,attack,Not fleeing,FALSE
+Finan H. Berhe,5/9/2020,shot,knife,30,M,B,Silver Spring,MD,FALSE,other,Not fleeing,TRUE
+Yassin Mohamed,5/9/2020,shot,rock,47,M,B,Claxton,GA,FALSE,attack,Foot,FALSE
+Darrin Jon Patterson,5/9/2020,shot,gun,57,M,W,Idaho Springs,CO,FALSE,attack,Car,FALSE
+Jonathan Carter,5/9/2020,shot,unknown weapon,27,M,W,Calypso,NC,FALSE,other,Not fleeing,FALSE
+Jayson Thompson,5/9/2020,shot,knife,33,M,,Grand Junction,CO,FALSE,other,,FALSE
+Ward Benjamin McClain,5/9/2020,shot,gun,25,M,,Greenville,SC,FALSE,attack,Foot,FALSE
+David Urrea,5/10/2020,shot,knife,50,M,W,Joshua Tree,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2020,shot,hammer,,M,,Laguna Niguel,CA,FALSE,undetermined,,FALSE
+Gregory Howe,5/12/2020,shot,gun,37,M,W,Deltona,FL,FALSE,attack,Car,TRUE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Rayshard Scales,5/14/2020,shot,toy weapon,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Robert Tincher,5/14/2020,shot,knife,49,M,W,Union Township,OH,TRUE,other,Not fleeing,FALSE
+Anthony Ysaac,5/14/2020,shot,gun,26,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Donny Leek,5/14/2020,shot,gun,47,M,W,San Angelo,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Angel,5/14/2020,shot,gun,30,M,,Rapid City,SD,FALSE,attack,Car,FALSE
+Roy Ogden,5/15/2020,shot,gun,65,M,,Ladson,SC,FALSE,attack,Car,FALSE
+TK TK,5/15/2020,shot,gun,42,M,,San Leandro,CA,FALSE,attack,Not fleeing,FALSE
+Robert Avila,5/15/2020,shot,vehicle,31,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Hunter Carlstrom,5/15/2020,shot,gun,33,M,W,Oxford,MS,FALSE,attack,Car,FALSE
+Robert Johnson,5/16/2020,shot,gun,29,M,B,Essex,MD,FALSE,other,Not fleeing,TRUE
+Wallace Dean Staples,5/16/2020,shot,gun,42,M,W,Greenville,GA,FALSE,attack,Foot,FALSE
+Randy Roszell Lewis,5/16/2020,shot,knife,38,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Juan M. Montalvo,5/17/2020,shot,gun,25,M,H,Pasco,WA,FALSE,attack,,FALSE
+Brian Cooper,5/17/2020,shot,gun,49,M,,Germantown,TN,FALSE,other,Not fleeing,FALSE
+Bernard Ledlow,5/17/2020,shot,gun,39,M,W,East Baton Rouge,LA,FALSE,attack,Other,FALSE
+Robert Wayne Lawson,5/18/2020,shot,gun,64,M,W,St. Francis County,AR,FALSE,attack,Not fleeing,FALSE
+Jacob Bubb,5/18/2020,shot,gun,28,M,W,Suring,WI,FALSE,other,Not fleeing,FALSE
+Levi Morse,5/19/2020,shot,gun,32,M,W,Chunchula,AL,FALSE,attack,Not fleeing,FALSE
+Wilbon Cleveland Woodard,5/19/2020,shot,unknown weapon,69,M,W,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Tyler Hays,5/19/2020,shot,unarmed,29,M,W,Sale Creek,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,5/19/2020,shot and Tasered,knife,,M,,Seattle,WA,FALSE,undetermined,Foot,TRUE
+TK TK,5/20/2020,shot,gun,,M,,Viera,FL,TRUE,attack,Not fleeing,FALSE
+Tobby Wiggins,5/20/2020,shot,undetermined,45,M,B,Atmore,AL,FALSE,other,Foot,FALSE
+Ryan Whitaker,5/21/2020,shot,gun,40,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Willie Lee Quarles,5/21/2020,shot,gun,60,M,B,Greenwood,SC,FALSE,attack,Not fleeing,FALSE
+Bernardo Palacios-Carbajal,5/23/2020,shot,gun,22,M,H,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Maurice S. Gordon,5/23/2020,shot,unarmed,28,M,B,Bass River,NJ,FALSE,other,Not fleeing,FALSE
+Christopher Clark,5/23/2020,shot,gun,36,M,,Paterson,NJ,FALSE,undetermined,,FALSE
+Gary Kevin Partin,5/23/2020,shot,gun,57,M,,Bell County,KY,FALSE,other,Car,FALSE
+Michael Snyder,5/24/2020,shot,gun,44,M,,Bulls Gap,TN,TRUE,attack,Foot,FALSE
+Anthony Grove,5/24/2020,shot,gun,52,M,,Flathead County,MT,FALSE,attack,Not fleeing,FALSE
+Gary P. Dorton,5/25/2020,shot,knife,43,M,,Jonesborough,TN,TRUE,attack,Not fleeing,FALSE
+Joe Louis Castillanos,5/25/2020,shot,gun,38,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dion Johnson,5/25/2020,shot,undetermined,28,M,B,Phoenix,AZ,FALSE,undetermined,Not fleeing,FALSE
+Reymar Gagarin,5/25/2020,shot,toy weapon,35,M,,Modesto,CA,TRUE,attack,Not fleeing,TRUE
+Justin Mink,5/25/2020,shot,knife,33,M,,League City,TX,FALSE,attack,Not fleeing,FALSE
+Richard Councilman,5/26/2020,shot,toy weapon,,M,,Jamestown,CA,TRUE,other,Not fleeing,FALSE
+Jason Jesse Gallegos,5/26/2020,shot,gun,37,M,W,Lansing,MI,TRUE,attack,Not fleeing,TRUE
+Kenneth Bennett,5/26/2020,shot,toy weapon,61,M,,Manlius,NY,TRUE,attack,Not fleeing,FALSE
+John Alvarado,5/26/2020,shot,gun,22,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Tracy Drowne,5/26/2020,shot,gun,42,F,W,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,5/26/2020,shot,gun,,M,,Thornton,CO,FALSE,attack,,FALSE
+Robert Avitia,5/26/2020,shot,gun,18,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+John Vik,5/26/2020,shot,gun,47,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+John Allen Dunaway,5/26/2020,shot and Tasered,undetermined,61,M,,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Tony McDade,5/27/2020,shot,gun,38,M,B,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Joshua Blessed,5/27/2020,shot,vehicle and gun,58,M,W,Geneseo,NY,FALSE,attack,Car,FALSE
+Rommel Mendoza,5/27/2020,shot,sword,50,M,H,Los Angeles,CA,FALSE,attack,,FALSE
+Hector Hernandez,5/27/2020,shot,knife,31,M,H,Fullerton,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Scott,5/27/2020,shot,knife,30,M,,Wilburton,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2020,shot,undetermined,,M,,Luverne,AL,FALSE,undetermined,Not fleeing,FALSE
+Modesto Reyes,5/27/2020,shot and Tasered,gun,35,M,B,Jefferson Parish,LA,FALSE,attack,Other,TRUE
+John Benedict Coleman,5/28/2020,shot,gun,53,M,W,Ogden,UT,FALSE,attack,Not fleeing,FALSE
+Steven Edward Ferguson,5/28/2020,shot,vehicle,31,M,W,Centennial,CO,FALSE,attack,Car,FALSE
+TK TK,5/28/2020,shot,crowbar,,M,,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Ruben Smith,5/28/2020,shot,gun,35,M,B,North Little Rock,AR,FALSE,other,Not fleeing,FALSE
+TK TK,5/28/2020,shot and Tasered,knife,,M,,Washington County,OR,FALSE,other,Not fleeing,TRUE
+Heba Momtaz Al-Azhari,5/29/2020,shot,knife,22,F,O,Temple Terrace,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/29/2020,shot,toy weapon,,M,W,Lancaster,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,gun,32,M,A,San Diego,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,knife,,M,,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Momodou Lamin Sisay,5/29/2020,shot,gun,39,M,B,Snellville,GA,FALSE,attack,Car,FALSE
+Jarvis Sullivan,5/29/2020,shot,vehicle,44,M,B,Yulee,FL,FALSE,attack,Car,FALSE
+Derrick Thompson,5/30/2020,shot,gun,46,M,B,Fountain,FL,FALSE,attack,Not fleeing,FALSE
+Israel Berry,5/31/2020,shot,undetermined,49,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Thomas Sutherlin,5/31/2020,shot and Tasered,gun,32,M,W,Watertown,WI,FALSE,attack,Not fleeing,FALSE
+David McAtee,6/1/2020,shot,gun,53,M,B,Louisville,KY,FALSE,attack,,TRUE
+Jorge Gomez,6/1/2020,shot,gun,25,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Emblem Moore,6/1/2020,shot,undetermined,36,M,W,Fayetteville,AR,FALSE,undetermined,Not fleeing,FALSE
+Robert James Lyon,6/2/2020,shot,gun,65,M,,Cottonwood,CA,FALSE,other,Not fleeing,FALSE
+Sean Monterrosa,6/2/2020,shot,hammer,22,M,H,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Tyquarn Graves,6/2/2020,shot,gun,33,M,B,Brooklyn,NY,FALSE,other,Not fleeing,TRUE
+Mary Lawrence,6/3/2020,shot,knife,39,F,W,Poteau,OK,FALSE,other,Not fleeing,FALSE
+Gregory W. Hallback,6/3/2020,shot,gun,44,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Eric A. Galvan,6/3/2020,shot,gun,25,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Scott Anderson Hutton,6/3/2020,shot,undetermined,36,M,W,Alexander,AR,FALSE,undetermined,Not fleeing,FALSE
+Benjamin Ballard,6/5/2020,shot,gun,42,M,W,Mustang,OK,FALSE,attack,Not fleeing,FALSE
+Kamal Flowers,6/6/2020,shot,gun,24,M,B,New Rochelle,NY,FALSE,attack,Foot,FALSE
+Erik Salgado,6/6/2020,shot,undetermined,22,M,H,Oakland,CA,FALSE,undetermined,Not fleeing,FALSE
+Gregory Lee Turnure,6/6/2020,shot,metal pipe,37,M,,Clarkrange,TN,FALSE,attack,Not fleeing,FALSE
+Jeffrey McClure,6/7/2020,shot,pellet gun,26,M,,East Northport,NY,FALSE,other,Not fleeing,FALSE
+Jarrid Hurst,6/7/2020,shot,knife,35,M,W,Industry,CA,TRUE,other,Not fleeing,FALSE
+Michael Seltzer,6/8/2020,shot,gun,81,M,,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Marcus James Uribe,6/9/2020,shot,gun,31,M,,Englewood,CO,FALSE,attack,,FALSE
+Lewis Ruffin,6/9/2020,shot,gun,38,M,B,Orlando,FL,FALSE,attack,,FALSE
+Jerry M. Bethel,6/10/2020,shot,gun,59,M,,Weippe,ID,FALSE,attack,,FALSE
+Gregorio Cruz Vanloo,6/11/2020,shot,gun,28,M,W,DeKalb County,TN,FALSE,other,Other,FALSE
+Mason James Lira,6/11/2020,shot,gun,26,M,W,Paso Robles,CA,TRUE,attack,Foot,FALSE
+Michael Thomas,6/11/2020,shot,undetermined,62,M,B,Lancaster,CA,FALSE,undetermined,Not fleeing,FALSE
+Rayshard Brooks,6/12/2020,shot,Taser,27,M,B,Atlanta,GA,FALSE,attack,Foot,TRUE
+Caine Van Pelt,6/12/2020,shot,gun,23,M,B,Crown Point,IN,FALSE,attack,Car,FALSE
+Hannah Fizer,6/13/2020,shot,unarmed,25,F,W,Sedalia,MO,FALSE,other,Not fleeing,FALSE
+William Slyter,6/13/2020,shot,gun,22,M,W,Kansas City,MO,FALSE,other,Other,FALSE
+TK TK,6/13/2020,shot,undetermined,,M,,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Nicholas Hirsh,6/15/2020,shot,gun,31,M,W,Lawrence,KS,FALSE,attack,Car,FALSE
+TK TK,6/16/2020,shot,gun,24,M,,Beach Park,IL,FALSE,attack,Not fleeing,FALSE
+TK TK,6/16/2020,shot,gun,27,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
diff --git a/topic_15/.gitkeep b/topic_15/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_15/End_to_End_Machine_Learning_Topic__11.ipynb b/topic_15/End_to_End_Machine_Learning_Topic__11.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c2cb59970c9cb9a3010c91e1fed301555da5ccee
--- /dev/null
+++ b/topic_15/End_to_End_Machine_Learning_Topic__11.ipynb
@@ -0,0 +1,1429 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Cleaning\n",
+    "* Datasets may come in a large range of formats\n",
+    "* Datasets vary in usefulness and quality\n",
+    "* Data is not always recorded consistently and accurately\n",
+    "* It is very important to check our datasets for errors, empty or undefined cells, etc.\n",
+    "\n",
+    "* Data cleaning is the process of searching through a dataset to address any problems and inconsistencies, including missing values\n",
+    "* Data cleaning cannot address issues such as bias within a dataset\n",
+    "* Data cleaning resolves issues with data entry and format to prevent errors in processing or incorrect conclusions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "def load_data(DATASET_PATH):\n",
+    "    return pd.read_csv(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Dataset 1: Police Shootings\n",
+    "You can access this dataset here: www.kaggle.com/washingtonpost/police-shootings\n",
+    "> This is an example of a dataset that is:\n",
+    "* Moderate quality\n",
+    "* Categorical"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATASET_PATH = './datasets/police_shooting/fatal-police-shootings-data.csv'\n",
+    "\n",
+    "police = load_data(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 5416 entries, 0 to 5415\n",
+      "Data columns (total 13 columns):\n",
+      "name                       5416 non-null object\n",
+      "date                       5416 non-null object\n",
+      "manner_of_death            5416 non-null object\n",
+      "armed                      5189 non-null object\n",
+      "age                        5181 non-null float64\n",
+      "gender                     5414 non-null object\n",
+      "race                       4895 non-null object\n",
+      "city                       5416 non-null object\n",
+      "state                      5416 non-null object\n",
+      "signs_of_mental_illness    5416 non-null bool\n",
+      "threat_level               5416 non-null object\n",
+      "flee                       5167 non-null object\n",
+      "body_camera                5416 non-null bool\n",
+      "dtypes: bool(2), float64(1), object(10)\n",
+      "memory usage: 476.1+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "police.info()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Choosing a Subset - Feature Selection\n",
+    "* Datasets often contain a large range of data types\n",
+    "* Some of these data types may not be relevant or useful\n",
+    "* Performing feature selection after Exploratory Data Analysis enables you to focus training on data that is relevant to what you want to predict\n",
+    "* Creating a subset of the dataset can be a good way to reduce computational cost, error, etc\n",
+    "* Creating a subset can make it easier to clean data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "police_simple = police.filter(['armed','age','race','state','signs_of_mental_illness','flee'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>armed</th>\n",
+       "      <th>age</th>\n",
+       "      <th>race</th>\n",
+       "      <th>state</th>\n",
+       "      <th>signs_of_mental_illness</th>\n",
+       "      <th>flee</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>A</td>\n",
+       "      <td>WA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>OR</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>unarmed</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>H</td>\n",
+       "      <td>KS</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>toy weapon</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>nail gun</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>H</td>\n",
+       "      <td>CO</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        armed   age race state  signs_of_mental_illness         flee\n",
+       "0         gun  53.0    A    WA                     True  Not fleeing\n",
+       "1         gun  47.0    W    OR                    False  Not fleeing\n",
+       "2     unarmed  23.0    H    KS                    False  Not fleeing\n",
+       "3  toy weapon  32.0    W    CA                     True  Not fleeing\n",
+       "4    nail gun  39.0    H    CO                    False  Not fleeing"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police_simple.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There are a few things to look for when cleaning data including: \n",
+    "* Missing values - this could mean data was unavailable, deliberately excluded, or simpply forgotten \n",
+    "* 'Placeholder' values used in place of missing values, e.g. 999 for unknown age or 12:00am for unknown date\n",
+    "* Data entered by humans - they are often inconsistent and subject to error such as mispelling  \n",
+    "* This link will help you identify and resolve many bad data issues: https://github.com/Quartz/bad-data-guide\n",
+    "\n",
+    "**Firstly, find NaN entries (Missing values)**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>armed</th>\n",
+       "      <th>age</th>\n",
+       "      <th>race</th>\n",
+       "      <th>state</th>\n",
+       "      <th>signs_of_mental_illness</th>\n",
+       "      <th>flee</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>MT</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>MN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>MO</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>AZ</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NJ</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>H</td>\n",
+       "      <td>CO</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>N</td>\n",
+       "      <td>AZ</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>H</td>\n",
+       "      <td>TX</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>H</td>\n",
+       "      <td>TX</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>OK</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>DE</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>MD</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>H</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>OH</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NV</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>MD</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>GA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>OK</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Other</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>NJ</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>340</th>\n",
+       "      <td>knife</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>GA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>342</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>346</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>MN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>348</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>MD</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>349</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>TX</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Car</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>398</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>OR</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5348</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>TN</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Foot</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5349</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MT</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5350</th>\n",
+       "      <td>knife</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>TN</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5353</th>\n",
+       "      <td>toy weapon</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5354</th>\n",
+       "      <td>knife</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>TX</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5355</th>\n",
+       "      <td>toy weapon</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5357</th>\n",
+       "      <td>toy weapon</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NY</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5360</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CO</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5362</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>OH</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5363</th>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Foot</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5366</th>\n",
+       "      <td>sword</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>H</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5368</th>\n",
+       "      <td>knife</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>OK</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5369</th>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AL</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5373</th>\n",
+       "      <td>crowbar</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5375</th>\n",
+       "      <td>knife</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>OR</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5377</th>\n",
+       "      <td>toy weapon</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>W</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5378</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>A</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5379</th>\n",
+       "      <td>knife</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>PA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5383</th>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>W</td>\n",
+       "      <td>OR</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5385</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>KY</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5388</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5398</th>\n",
+       "      <td>metal pipe</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>TN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5399</th>\n",
+       "      <td>pellet gun</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NY</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5401</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NM</td>\n",
+       "      <td>True</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5402</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CO</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5403</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5404</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>ID</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5412</th>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5414</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>IL</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5415</th>\n",
+       "      <td>gun</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AZ</td>\n",
+       "      <td>False</td>\n",
+       "      <td>Not fleeing</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1016 rows × 6 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             armed   age race state  signs_of_mental_illness         flee\n",
+       "15             NaN  28.0    W    MT                    False  Not fleeing\n",
+       "26             NaN  24.0    B    MN                    False  Not fleeing\n",
+       "27             NaN  29.0    W    MO                    False  Not fleeing\n",
+       "45             NaN  42.0    B    AZ                    False          Car\n",
+       "52             NaN  29.0    B    FL                    False  Not fleeing\n",
+       "59             gun  59.0  NaN    NJ                    False  Not fleeing\n",
+       "60             NaN  17.0    H    CO                    False  Not fleeing\n",
+       "65             NaN  26.0    N    AZ                    False  Not fleeing\n",
+       "105            NaN  23.0    W    CA                    False          Car\n",
+       "122            NaN  50.0    H    TX                    False  Not fleeing\n",
+       "127            gun   NaN    H    TX                    False          Car\n",
+       "138            NaN  27.0    B    OK                    False          Car\n",
+       "166            NaN  48.0    B    FL                    False  Not fleeing\n",
+       "170            NaN  35.0    W    DE                    False          Car\n",
+       "179            NaN  37.0    B    MD                    False  Not fleeing\n",
+       "185            NaN  25.0    H    CA                    False  Not fleeing\n",
+       "199            NaN  24.0    W    CA                     True  Not fleeing\n",
+       "239            NaN  26.0    W    OH                    False          Car\n",
+       "240            gun  54.0  NaN    NV                    False  Not fleeing\n",
+       "244            NaN  27.0    B    MD                    False          Car\n",
+       "263            NaN  42.0    B    GA                    False          Car\n",
+       "270            NaN  54.0  NaN    OK                    False        Other\n",
+       "298            NaN  35.0    B    NJ                    False  Not fleeing\n",
+       "307            NaN  46.0    W    CA                    False          Car\n",
+       "340          knife  72.0  NaN    GA                     True  Not fleeing\n",
+       "342            NaN  21.0    B    CA                    False          Car\n",
+       "346            NaN  31.0    B    MN                    False          Car\n",
+       "348            NaN  34.0    B    MD                    False          Car\n",
+       "349            NaN  30.0    B    TX                    False          Car\n",
+       "398            gun  40.0  NaN    OR                     True  Not fleeing\n",
+       "...            ...   ...  ...   ...                      ...          ...\n",
+       "5348           gun  44.0  NaN    TN                     True         Foot\n",
+       "5349           gun  52.0  NaN    MT                    False  Not fleeing\n",
+       "5350         knife  43.0  NaN    TN                     True  Not fleeing\n",
+       "5353    toy weapon  35.0  NaN    CA                     True  Not fleeing\n",
+       "5354         knife  33.0  NaN    TX                    False  Not fleeing\n",
+       "5355    toy weapon   NaN  NaN    CA                     True  Not fleeing\n",
+       "5357    toy weapon  61.0  NaN    NY                     True  Not fleeing\n",
+       "5360           gun   NaN  NaN    CO                    False          NaN\n",
+       "5362           gun  47.0  NaN    OH                    False  Not fleeing\n",
+       "5363  undetermined  61.0  NaN    FL                    False         Foot\n",
+       "5366         sword  50.0    H    CA                    False          NaN\n",
+       "5368         knife  30.0  NaN    OK                    False  Not fleeing\n",
+       "5369  undetermined   NaN  NaN    AL                    False  Not fleeing\n",
+       "5373       crowbar   NaN  NaN    CA                    False  Not fleeing\n",
+       "5375         knife   NaN  NaN    OR                    False  Not fleeing\n",
+       "5377    toy weapon   NaN    W    CA                    False          NaN\n",
+       "5378           gun  32.0    A    CA                    False          NaN\n",
+       "5379         knife   NaN  NaN    PA                    False  Not fleeing\n",
+       "5383  undetermined  49.0    W    OR                    False          NaN\n",
+       "5385           gun  53.0    B    KY                    False          NaN\n",
+       "5388           gun  65.0  NaN    CA                    False  Not fleeing\n",
+       "5398    metal pipe  37.0  NaN    TN                    False  Not fleeing\n",
+       "5399    pellet gun  26.0  NaN    NY                    False  Not fleeing\n",
+       "5401           gun  81.0  NaN    NM                     True  Not fleeing\n",
+       "5402           gun  31.0  NaN    CO                    False          NaN\n",
+       "5403           gun  38.0    B    FL                    False          NaN\n",
+       "5404           gun  59.0  NaN    ID                    False          NaN\n",
+       "5412  undetermined   NaN  NaN    CA                    False  Not fleeing\n",
+       "5414           gun  24.0  NaN    IL                    False  Not fleeing\n",
+       "5415           gun  27.0  NaN    AZ                    False  Not fleeing\n",
+       "\n",
+       "[1016 rows x 6 columns]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "null_rows = police_simple.isnull().any(axis=1)\n",
+    "police_simple[null_rows]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def check_NaN(dataframe):\n",
+    "    print(\"Total NaN:\", dataframe.isnull().values.sum())\n",
+    "    print(\"NaN by column:\\n\",dataframe.isnull().sum())\n",
+    "    return"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Total NaN: 1232\n",
+      "NaN by column:\n",
+      " armed                      227\n",
+      "age                        235\n",
+      "race                       521\n",
+      "state                        0\n",
+      "signs_of_mental_illness      0\n",
+      "flee                       249\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "check_NaN(police_simple)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "> Given there are undefined values, we have three choices:\n",
+    "* Remove affected rows\n",
+    "* Remove affected attributes, e.g. remove the entire column showing whether the person killed was armed\n",
+    "* Fill blank with 'dummy' data, e.g \"unreported\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def fillNaN_unreported(dataframe, key):\n",
+    "    dataframe[key].fillna(\"unreported\", inplace = True)\n",
+    "    return "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fillNaN_unreported(police_simple, \"armed\")\n",
+    "fillNaN_unreported(police_simple, \"race\")\n",
+    "fillNaN_unreported(police_simple, \"flee\")\n",
+    "\n",
+    "median = police_simple[\"age\"].median()\n",
+    "police_simple[\"age\"].fillna(median, inplace = True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Total NaN: 0\n",
+      "NaN by column:\n",
+      " armed                      0\n",
+      "age                        0\n",
+      "race                       0\n",
+      "state                      0\n",
+      "signs_of_mental_illness    0\n",
+      "flee                       0\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "check_NaN(police_simple)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Impact of NaN values on data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import seaborn as sns\n",
+    "\n",
+    "race_count = police_simple['race'].value_counts()\n",
+    "sns.set(style=\"darkgrid\")\n",
+    "sns.barplot(race_count.index, race_count.values)\n",
+    "plt.title('Frequency Distribution of Races')\n",
+    "plt.ylabel('Number of Occurrences', fontsize=12)\n",
+    "plt.xlabel('Race', fontsize=12)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Let's look for 'placeholder' values used in place of missing values**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#check the age column for impossible ages\n",
+    "for each_age in police_simple['age']:\n",
+    "    if each_age > 100 or each_age < 0:\n",
+    "        print(each_age)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Let's consider if any values were entered by humans**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['gun', 'unarmed', 'toy weapon', 'nail gun', 'knife', 'unreported',\n",
+       "       'shovel', 'hammer', 'hatchet', 'undetermined', 'sword', 'machete',\n",
+       "       'box cutter', 'metal object', 'screwdriver', 'lawn mower blade',\n",
+       "       'flagpole', 'guns and explosives', 'cordless drill', 'crossbow',\n",
+       "       'metal pole', 'Taser', 'metal pipe', 'metal hand tool',\n",
+       "       'blunt object', 'metal stick', 'sharp object', 'meat cleaver',\n",
+       "       'carjack', 'chain', \"contractor's level\", 'unknown weapon',\n",
+       "       'stapler', 'beer bottle', 'bean-bag gun',\n",
+       "       'baseball bat and fireplace poker', 'straight edge razor',\n",
+       "       'gun and knife', 'ax', 'brick', 'baseball bat', 'hand torch',\n",
+       "       'chain saw', 'garden tool', 'scissors', 'pole', 'pick-axe',\n",
+       "       'flashlight', 'vehicle', 'baton', 'spear', 'chair', 'pitchfork',\n",
+       "       'hatchet and gun', 'rock', 'piece of wood', 'bayonet', 'pipe',\n",
+       "       'glass shard', 'motorcycle', 'pepper spray', 'metal rake',\n",
+       "       'crowbar', 'oar', 'machete and gun', 'tire iron',\n",
+       "       'air conditioner', 'pole and knife', 'baseball bat and bottle',\n",
+       "       'fireworks', 'pen', 'chainsaw', 'gun and sword', 'gun and car',\n",
+       "       'pellet gun', 'claimed to be armed', 'BB gun', 'incendiary device',\n",
+       "       'samurai sword', 'bow and arrow', 'gun and vehicle',\n",
+       "       'vehicle and gun', 'wrench', 'walking stick', 'barstool',\n",
+       "       'grenade', 'BB gun and vehicle', 'wasp spray', 'air pistol',\n",
+       "       'Airsoft pistol', 'baseball bat and knife', 'vehicle and machete',\n",
+       "       'ice pick', 'car, knife and mace'], dtype=object)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#check for spelling errors\n",
+    "police_simple['armed'].unique()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "police_simple.loc[police_simple['armed'] == 'undetermined', 'armed'] = \"unreported\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['gun', 'unarmed', 'toy weapon', 'nail gun', 'knife', 'unreported',\n",
+       "       'shovel', 'hammer', 'hatchet', 'sword', 'machete', 'box cutter',\n",
+       "       'metal object', 'screwdriver', 'lawn mower blade', 'flagpole',\n",
+       "       'guns and explosives', 'cordless drill', 'crossbow', 'metal pole',\n",
+       "       'Taser', 'metal pipe', 'metal hand tool', 'blunt object',\n",
+       "       'metal stick', 'sharp object', 'meat cleaver', 'carjack', 'chain',\n",
+       "       \"contractor's level\", 'unknown weapon', 'stapler', 'beer bottle',\n",
+       "       'bean-bag gun', 'baseball bat and fireplace poker',\n",
+       "       'straight edge razor', 'gun and knife', 'ax', 'brick',\n",
+       "       'baseball bat', 'hand torch', 'chain saw', 'garden tool',\n",
+       "       'scissors', 'pole', 'pick-axe', 'flashlight', 'vehicle', 'baton',\n",
+       "       'spear', 'chair', 'pitchfork', 'hatchet and gun', 'rock',\n",
+       "       'piece of wood', 'bayonet', 'pipe', 'glass shard', 'motorcycle',\n",
+       "       'pepper spray', 'metal rake', 'crowbar', 'oar', 'machete and gun',\n",
+       "       'tire iron', 'air conditioner', 'pole and knife',\n",
+       "       'baseball bat and bottle', 'fireworks', 'pen', 'chainsaw',\n",
+       "       'gun and sword', 'gun and car', 'pellet gun',\n",
+       "       'claimed to be armed', 'BB gun', 'incendiary device',\n",
+       "       'samurai sword', 'bow and arrow', 'gun and vehicle',\n",
+       "       'vehicle and gun', 'wrench', 'walking stick', 'barstool',\n",
+       "       'grenade', 'BB gun and vehicle', 'wasp spray', 'air pistol',\n",
+       "       'Airsoft pistol', 'baseball bat and knife', 'vehicle and machete',\n",
+       "       'ice pick', 'car, knife and mace'], dtype=object)"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police_simple['armed'].unique()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "police_simple.loc[police_simple['armed'] == 'unknown weapon', 'armed'] = \"unreported\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['gun', 'unarmed', 'toy weapon', 'nail gun', 'knife', 'unreported',\n",
+       "       'shovel', 'hammer', 'hatchet', 'sword', 'machete', 'box cutter',\n",
+       "       'metal object', 'screwdriver', 'lawn mower blade', 'flagpole',\n",
+       "       'guns and explosives', 'cordless drill', 'crossbow', 'metal pole',\n",
+       "       'Taser', 'metal pipe', 'metal hand tool', 'blunt object',\n",
+       "       'metal stick', 'sharp object', 'meat cleaver', 'carjack', 'chain',\n",
+       "       \"contractor's level\", 'stapler', 'beer bottle', 'bean-bag gun',\n",
+       "       'baseball bat and fireplace poker', 'straight edge razor',\n",
+       "       'gun and knife', 'ax', 'brick', 'baseball bat', 'hand torch',\n",
+       "       'chain saw', 'garden tool', 'scissors', 'pole', 'pick-axe',\n",
+       "       'flashlight', 'vehicle', 'baton', 'spear', 'chair', 'pitchfork',\n",
+       "       'hatchet and gun', 'rock', 'piece of wood', 'bayonet', 'pipe',\n",
+       "       'glass shard', 'motorcycle', 'pepper spray', 'metal rake',\n",
+       "       'crowbar', 'oar', 'machete and gun', 'tire iron',\n",
+       "       'air conditioner', 'pole and knife', 'baseball bat and bottle',\n",
+       "       'fireworks', 'pen', 'chainsaw', 'gun and sword', 'gun and car',\n",
+       "       'pellet gun', 'claimed to be armed', 'BB gun', 'incendiary device',\n",
+       "       'samurai sword', 'bow and arrow', 'gun and vehicle',\n",
+       "       'vehicle and gun', 'wrench', 'walking stick', 'barstool',\n",
+       "       'grenade', 'BB gun and vehicle', 'wasp spray', 'air pistol',\n",
+       "       'Airsoft pistol', 'baseball bat and knife', 'vehicle and machete',\n",
+       "       'ice pick', 'car, knife and mace'], dtype=object)"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "police_simple['armed'].unique()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Dataset 2: World Happiness Report up to 2020\n",
+    "You can access this dataset here: www.kaggle.com/mathurinache/world-happiness-report \n",
+    "> This is an example of a dataset that is:\n",
+    "* High quality\n",
+    "* Numerical"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATASET_PATH = './datasets/happiness/2015.csv'\n",
+    "\n",
+    "#create pandas object\n",
+    "happiness = load_data(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Total NaN: 0\n",
+      "NaN by column:\n",
+      " Country                          0\n",
+      "Region                           0\n",
+      "Happiness Rank                   0\n",
+      "Happiness Score                  0\n",
+      "Standard Error                   0\n",
+      "Economy (GDP per Capita)         0\n",
+      "Family                           0\n",
+      "Health (Life Expectancy)         0\n",
+      "Freedom                          0\n",
+      "Trust (Government Corruption)    0\n",
+      "Generosity                       0\n",
+      "Dystopia Residual                0\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "check_NaN(happiness)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Country</th>\n",
+       "      <th>Region</th>\n",
+       "      <th>Happiness Rank</th>\n",
+       "      <th>Happiness Score</th>\n",
+       "      <th>Standard Error</th>\n",
+       "      <th>Economy (GDP per Capita)</th>\n",
+       "      <th>Family</th>\n",
+       "      <th>Health (Life Expectancy)</th>\n",
+       "      <th>Freedom</th>\n",
+       "      <th>Trust (Government Corruption)</th>\n",
+       "      <th>Generosity</th>\n",
+       "      <th>Dystopia Residual</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Switzerland</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7.587</td>\n",
+       "      <td>0.03411</td>\n",
+       "      <td>1.39651</td>\n",
+       "      <td>1.34951</td>\n",
+       "      <td>0.94143</td>\n",
+       "      <td>0.66557</td>\n",
+       "      <td>0.41978</td>\n",
+       "      <td>0.29678</td>\n",
+       "      <td>2.51738</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Iceland</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7.561</td>\n",
+       "      <td>0.04884</td>\n",
+       "      <td>1.30232</td>\n",
+       "      <td>1.40223</td>\n",
+       "      <td>0.94784</td>\n",
+       "      <td>0.62877</td>\n",
+       "      <td>0.14145</td>\n",
+       "      <td>0.43630</td>\n",
+       "      <td>2.70201</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Denmark</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7.527</td>\n",
+       "      <td>0.03328</td>\n",
+       "      <td>1.32548</td>\n",
+       "      <td>1.36058</td>\n",
+       "      <td>0.87464</td>\n",
+       "      <td>0.64938</td>\n",
+       "      <td>0.48357</td>\n",
+       "      <td>0.34139</td>\n",
+       "      <td>2.49204</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Norway</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7.522</td>\n",
+       "      <td>0.03880</td>\n",
+       "      <td>1.45900</td>\n",
+       "      <td>1.33095</td>\n",
+       "      <td>0.88521</td>\n",
+       "      <td>0.66973</td>\n",
+       "      <td>0.36503</td>\n",
+       "      <td>0.34699</td>\n",
+       "      <td>2.46531</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Canada</td>\n",
+       "      <td>North America</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7.427</td>\n",
+       "      <td>0.03553</td>\n",
+       "      <td>1.32629</td>\n",
+       "      <td>1.32261</td>\n",
+       "      <td>0.90563</td>\n",
+       "      <td>0.63297</td>\n",
+       "      <td>0.32957</td>\n",
+       "      <td>0.45811</td>\n",
+       "      <td>2.45176</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Country          Region  Happiness Rank  Happiness Score  \\\n",
+       "0  Switzerland  Western Europe               1            7.587   \n",
+       "1      Iceland  Western Europe               2            7.561   \n",
+       "2      Denmark  Western Europe               3            7.527   \n",
+       "3       Norway  Western Europe               4            7.522   \n",
+       "4       Canada   North America               5            7.427   \n",
+       "\n",
+       "   Standard Error  Economy (GDP per Capita)   Family  \\\n",
+       "0         0.03411                   1.39651  1.34951   \n",
+       "1         0.04884                   1.30232  1.40223   \n",
+       "2         0.03328                   1.32548  1.36058   \n",
+       "3         0.03880                   1.45900  1.33095   \n",
+       "4         0.03553                   1.32629  1.32261   \n",
+       "\n",
+       "   Health (Life Expectancy)  Freedom  Trust (Government Corruption)  \\\n",
+       "0                   0.94143  0.66557                        0.41978   \n",
+       "1                   0.94784  0.62877                        0.14145   \n",
+       "2                   0.87464  0.64938                        0.48357   \n",
+       "3                   0.88521  0.66973                        0.36503   \n",
+       "4                   0.90563  0.63297                        0.32957   \n",
+       "\n",
+       "   Generosity  Dystopia Residual  \n",
+       "0     0.29678            2.51738  \n",
+       "1     0.43630            2.70201  \n",
+       "2     0.34139            2.49204  \n",
+       "3     0.34699            2.46531  \n",
+       "4     0.45811            2.45176  "
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "happiness.head()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/topic_15/datasets/.gitkeep b/topic_15/datasets/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_15/datasets/happiness/.gitkeep b/topic_15/datasets/happiness/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_15/datasets/happiness/2015.csv b/topic_15/datasets/happiness/2015.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e70b5719cc5680ca0d0e6adedcc9db27be432752
--- /dev/null
+++ b/topic_15/datasets/happiness/2015.csv
@@ -0,0 +1,159 @@
+Country,Region,Happiness Rank,Happiness Score,Standard Error,Economy (GDP per Capita),Family,Health (Life Expectancy),Freedom,Trust (Government Corruption),Generosity,Dystopia Residual
+Switzerland,Western Europe,1,7.587,0.03411,1.39651,1.34951,0.94143,0.66557,0.41978,0.29678,2.51738
+Iceland,Western Europe,2,7.561,0.04884,1.30232,1.40223,0.94784,0.62877,0.14145,0.4363,2.70201
+Denmark,Western Europe,3,7.527,0.03328,1.32548,1.36058,0.87464,0.64938,0.48357,0.34139,2.49204
+Norway,Western Europe,4,7.522,0.0388,1.459,1.33095,0.88521,0.66973,0.36503,0.34699,2.46531
+Canada,North America,5,7.427,0.03553,1.32629,1.32261,0.90563,0.63297,0.32957,0.45811,2.45176
+Finland,Western Europe,6,7.406,0.0314,1.29025,1.31826,0.88911,0.64169,0.41372,0.23351,2.61955
+Netherlands,Western Europe,7,7.378,0.02799,1.32944,1.28017,0.89284,0.61576,0.31814,0.4761,2.4657
+Sweden,Western Europe,8,7.364,0.03157,1.33171,1.28907,0.91087,0.6598,0.43844,0.36262,2.37119
+New Zealand,Australia and New Zealand,9,7.286,0.03371,1.25018,1.31967,0.90837,0.63938,0.42922,0.47501,2.26425
+Australia,Australia and New Zealand,10,7.284,0.04083,1.33358,1.30923,0.93156,0.65124,0.35637,0.43562,2.26646
+Israel,Middle East and Northern Africa,11,7.278,0.0347,1.22857,1.22393,0.91387,0.41319,0.07785,0.33172,3.08854
+Costa Rica,Latin America and Caribbean,12,7.226,0.04454,0.95578,1.23788,0.86027,0.63376,0.10583,0.25497,3.17728
+Austria,Western Europe,13,7.2,0.03751,1.33723,1.29704,0.89042,0.62433,0.18676,0.33088,2.5332
+Mexico,Latin America and Caribbean,14,7.187,0.04176,1.02054,0.91451,0.81444,0.48181,0.21312,0.14074,3.60214
+United States,North America,15,7.119,0.03839,1.39451,1.24711,0.86179,0.54604,0.1589,0.40105,2.51011
+Brazil,Latin America and Caribbean,16,6.983,0.04076,0.98124,1.23287,0.69702,0.49049,0.17521,0.14574,3.26001
+Luxembourg,Western Europe,17,6.946,0.03499,1.56391,1.21963,0.91894,0.61583,0.37798,0.28034,1.96961
+Ireland,Western Europe,18,6.94,0.03676,1.33596,1.36948,0.89533,0.61777,0.28703,0.45901,1.9757
+Belgium,Western Europe,19,6.937,0.03595,1.30782,1.28566,0.89667,0.5845,0.2254,0.2225,2.41484
+United Arab Emirates,Middle East and Northern Africa,20,6.901,0.03729,1.42727,1.12575,0.80925,0.64157,0.38583,0.26428,2.24743
+United Kingdom,Western Europe,21,6.867,0.01866,1.26637,1.28548,0.90943,0.59625,0.32067,0.51912,1.96994
+Oman,Middle East and Northern Africa,22,6.853,0.05335,1.36011,1.08182,0.76276,0.63274,0.32524,0.21542,2.47489
+Venezuela,Latin America and Caribbean,23,6.81,0.06476,1.04424,1.25596,0.72052,0.42908,0.11069,0.05841,3.19131
+Singapore,Southeastern Asia,24,6.798,0.0378,1.52186,1.02,1.02525,0.54252,0.4921,0.31105,1.88501
+Panama,Latin America and Caribbean,25,6.786,0.0491,1.06353,1.1985,0.79661,0.5421,0.0927,0.24434,2.84848
+Germany,Western Europe,26,6.75,0.01848,1.32792,1.29937,0.89186,0.61477,0.21843,0.28214,2.11569
+Chile,Latin America and Caribbean,27,6.67,0.058,1.10715,1.12447,0.85857,0.44132,0.12869,0.33363,2.67585
+Qatar,Middle East and Northern Africa,28,6.611,0.06257,1.69042,1.0786,0.79733,0.6404,0.52208,0.32573,1.55674
+France,Western Europe,29,6.575,0.03512,1.27778,1.26038,0.94579,0.55011,0.20646,0.12332,2.21126
+Argentina,Latin America and Caribbean,30,6.574,0.04612,1.05351,1.24823,0.78723,0.44974,0.08484,0.11451,2.836
+Czech Republic,Central and Eastern Europe,31,6.505,0.04168,1.17898,1.20643,0.84483,0.46364,0.02652,0.10686,2.67782
+Uruguay,Latin America and Caribbean,32,6.485,0.04539,1.06166,1.2089,0.8116,0.60362,0.24558,0.2324,2.32142
+Colombia,Latin America and Caribbean,33,6.477,0.05051,0.91861,1.24018,0.69077,0.53466,0.0512,0.18401,2.85737
+Thailand,Southeastern Asia,34,6.455,0.03557,0.9669,1.26504,0.7385,0.55664,0.03187,0.5763,2.31945
+Saudi Arabia,Middle East and Northern Africa,35,6.411,0.04633,1.39541,1.08393,0.72025,0.31048,0.32524,0.13706,2.43872
+Spain,Western Europe,36,6.329,0.03468,1.23011,1.31379,0.95562,0.45951,0.06398,0.18227,2.12367
+Malta,Western Europe,37,6.302,0.04206,1.2074,1.30203,0.88721,0.60365,0.13586,0.51752,1.6488
+Taiwan,Eastern Asia,38,6.298,0.03868,1.29098,1.07617,0.8753,0.3974,0.08129,0.25376,2.32323
+Kuwait,Middle East and Northern Africa,39,6.295,0.04456,1.55422,1.16594,0.72492,0.55499,0.25609,0.16228,1.87634
+Suriname,Latin America and Caribbean,40,6.269,0.09811,0.99534,0.972,0.6082,0.59657,0.13633,0.16991,2.79094
+Trinidad and Tobago,Latin America and Caribbean,41,6.168,0.10895,1.21183,1.18354,0.61483,0.55884,0.0114,0.31844,2.26882
+El Salvador,Latin America and Caribbean,42,6.13,0.05618,0.76454,1.02507,0.67737,0.4035,0.11776,0.10692,3.035
+Guatemala,Latin America and Caribbean,43,6.123,0.05224,0.74553,1.04356,0.64425,0.57733,0.09472,0.27489,2.74255
+Uzbekistan,Central and Eastern Europe,44,6.003,0.04361,0.63244,1.34043,0.59772,0.65821,0.30826,0.22837,2.23741
+Slovakia,Central and Eastern Europe,45,5.995,0.04267,1.16891,1.26999,0.78902,0.31751,0.03431,0.16893,2.24639
+Japan,Eastern Asia,46,5.987,0.03581,1.27074,1.25712,0.99111,0.49615,0.1806,0.10705,1.68435
+South Korea,Eastern Asia,47,5.984,0.04098,1.24461,0.95774,0.96538,0.33208,0.07857,0.18557,2.21978
+Ecuador,Latin America and Caribbean,48,5.975,0.04528,0.86402,0.99903,0.79075,0.48574,0.1809,0.11541,2.53942
+Bahrain,Middle East and Northern Africa,49,5.96,0.05412,1.32376,1.21624,0.74716,0.45492,0.306,0.17362,1.73797
+Italy,Western Europe,50,5.948,0.03914,1.25114,1.19777,0.95446,0.26236,0.02901,0.22823,2.02518
+Bolivia,Latin America and Caribbean,51,5.89,0.05642,0.68133,0.97841,0.5392,0.57414,0.088,0.20536,2.82334
+Moldova,Central and Eastern Europe,52,5.889,0.03799,0.59448,1.01528,0.61826,0.32818,0.01615,0.20951,3.10712
+Paraguay,Latin America and Caribbean,53,5.878,0.04563,0.75985,1.30477,0.66098,0.53899,0.08242,0.3424,2.18896
+Kazakhstan,Central and Eastern Europe,54,5.855,0.04114,1.12254,1.12241,0.64368,0.51649,0.08454,0.11827,2.24729
+Slovenia,Central and Eastern Europe,55,5.848,0.04251,1.18498,1.27385,0.87337,0.60855,0.03787,0.25328,1.61583
+Lithuania,Central and Eastern Europe,56,5.833,0.03843,1.14723,1.25745,0.73128,0.21342,0.01031,0.02641,2.44649
+Nicaragua,Latin America and Caribbean,57,5.828,0.05371,0.59325,1.14184,0.74314,0.55475,0.19317,0.27815,2.32407
+Peru,Latin America and Caribbean,58,5.824,0.04615,0.90019,0.97459,0.73017,0.41496,0.05989,0.14982,2.5945
+Belarus,Central and Eastern Europe,59,5.813,0.03938,1.03192,1.23289,0.73608,0.37938,0.1909,0.11046,2.1309
+Poland,Central and Eastern Europe,60,5.791,0.04263,1.12555,1.27948,0.77903,0.53122,0.04212,0.16759,1.86565
+Malaysia,Southeastern Asia,61,5.77,0.0433,1.12486,1.07023,0.72394,0.53024,0.10501,0.33075,1.88541
+Croatia,Central and Eastern Europe,62,5.759,0.04394,1.08254,0.79624,0.78805,0.25883,0.0243,0.05444,2.75414
+Libya,Middle East and Northern Africa,63,5.754,0.07832,1.13145,1.11862,0.7038,0.41668,0.11023,0.18295,2.09066
+Russia,Central and Eastern Europe,64,5.716,0.03135,1.13764,1.23617,0.66926,0.36679,0.03005,0.00199,2.27394
+Jamaica,Latin America and Caribbean,65,5.709,0.13693,0.81038,1.15102,0.68741,0.50442,0.02299,0.2123,2.32038
+North Cyprus,Western Europe,66,5.695,0.05635,1.20806,1.07008,0.92356,0.49027,0.1428,0.26169,1.59888
+Cyprus,Western Europe,67,5.689,0.0558,1.20813,0.89318,0.92356,0.40672,0.06146,0.30638,1.88931
+Algeria,Middle East and Northern Africa,68,5.605,0.05099,0.93929,1.07772,0.61766,0.28579,0.17383,0.07822,2.43209
+Kosovo,Central and Eastern Europe,69,5.589,0.05018,0.80148,0.81198,0.63132,0.24749,0.04741,0.2831,2.76579
+Turkmenistan,Central and Eastern Europe,70,5.548,0.04175,0.95847,1.22668,0.53886,0.4761,0.30844,0.16979,1.86984
+Mauritius,Sub-Saharan Africa,71,5.477,0.07197,1.00761,0.98521,0.7095,0.56066,0.07521,0.37744,1.76145
+Hong Kong,Eastern Asia,72,5.474,0.05051,1.38604,1.05818,1.01328,0.59608,0.37124,0.39478,0.65429
+Estonia,Central and Eastern Europe,73,5.429,0.04013,1.15174,1.22791,0.77361,0.44888,0.15184,0.0868,1.58782
+Indonesia,Southeastern Asia,74,5.399,0.02596,0.82827,1.08708,0.63793,0.46611,0,0.51535,1.86399
+Vietnam,Southeastern Asia,75,5.36,0.03107,0.63216,0.91226,0.74676,0.59444,0.10441,0.1686,2.20173
+Turkey,Middle East and Northern Africa,76,5.332,0.03864,1.06098,0.94632,0.73172,0.22815,0.15746,0.12253,2.08528
+Kyrgyzstan,Central and Eastern Europe,77,5.286,0.03823,0.47428,1.15115,0.65088,0.43477,0.04232,0.3003,2.2327
+Nigeria,Sub-Saharan Africa,78,5.268,0.04192,0.65435,0.90432,0.16007,0.34334,0.0403,0.27233,2.89319
+Bhutan,Southern Asia,79,5.253,0.03225,0.77042,1.10395,0.57407,0.53206,0.15445,0.47998,1.63794
+Azerbaijan,Central and Eastern Europe,80,5.212,0.03363,1.02389,0.93793,0.64045,0.3703,0.16065,0.07799,2.00073
+Pakistan,Southern Asia,81,5.194,0.03726,0.59543,0.41411,0.51466,0.12102,0.10464,0.33671,3.10709
+Jordan,Middle East and Northern Africa,82,5.192,0.04524,0.90198,1.05392,0.69639,0.40661,0.14293,0.11053,1.87996
+Montenegro,Central and Eastern Europe,82,5.192,0.05235,0.97438,0.90557,0.72521,0.1826,0.14296,0.1614,2.10017
+China,Eastern Asia,84,5.14,0.02424,0.89012,0.94675,0.81658,0.51697,0.02781,0.08185,1.8604
+Zambia,Sub-Saharan Africa,85,5.129,0.06988,0.47038,0.91612,0.29924,0.48827,0.12468,0.19591,2.6343
+Romania,Central and Eastern Europe,86,5.124,0.06607,1.04345,0.88588,0.7689,0.35068,0.00649,0.13748,1.93129
+Serbia,Central and Eastern Europe,87,5.123,0.04864,0.92053,1.00964,0.74836,0.20107,0.02617,0.19231,2.025
+Portugal,Western Europe,88,5.102,0.04802,1.15991,1.13935,0.87519,0.51469,0.01078,0.13719,1.26462
+Latvia,Central and Eastern Europe,89,5.098,0.0464,1.11312,1.09562,0.72437,0.29671,0.06332,0.18226,1.62215
+Philippines,Southeastern Asia,90,5.073,0.04934,0.70532,1.03516,0.58114,0.62545,0.12279,0.24991,1.7536
+Somaliland region,Sub-Saharan Africa,91,5.057,0.06161,0.18847,0.95152,0.43873,0.46582,0.39928,0.50318,2.11032
+Morocco,Middle East and Northern Africa,92,5.013,0.0342,0.73479,0.64095,0.60954,0.41691,0.08546,0.07172,2.45373
+Macedonia,Central and Eastern Europe,93,5.007,0.05376,0.91851,1.00232,0.73545,0.33457,0.05327,0.22359,1.73933
+Mozambique,Sub-Saharan Africa,94,4.971,0.07896,0.08308,1.02626,0.09131,0.34037,0.15603,0.22269,3.05137
+Albania,Central and Eastern Europe,95,4.959,0.05013,0.87867,0.80434,0.81325,0.35733,0.06413,0.14272,1.89894
+Bosnia and Herzegovina,Central and Eastern Europe,96,4.949,0.06913,0.83223,0.91916,0.79081,0.09245,0.00227,0.24808,2.06367
+Lesotho,Sub-Saharan Africa,97,4.898,0.09438,0.37545,1.04103,0.07612,0.31767,0.12504,0.16388,2.79832
+Dominican Republic,Latin America and Caribbean,98,4.885,0.07446,0.89537,1.17202,0.66825,0.57672,0.14234,0.21684,1.21305
+Laos,Southeastern Asia,99,4.876,0.06698,0.59066,0.73803,0.54909,0.59591,0.24249,0.42192,1.73799
+Mongolia,Eastern Asia,100,4.874,0.03313,0.82819,1.3006,0.60268,0.43626,0.02666,0.3323,1.34759
+Swaziland,Sub-Saharan Africa,101,4.867,0.08742,0.71206,1.07284,0.07566,0.30658,0.0306,0.18259,2.48676
+Greece,Western Europe,102,4.857,0.05062,1.15406,0.92933,0.88213,0.07699,0.01397,0,1.80101
+Lebanon,Middle East and Northern Africa,103,4.839,0.04337,1.02564,0.80001,0.83947,0.33916,0.04582,0.21854,1.57059
+Hungary,Central and Eastern Europe,104,4.8,0.06107,1.12094,1.20215,0.75905,0.32112,0.02758,0.128,1.24074
+Honduras,Latin America and Caribbean,105,4.788,0.05648,0.59532,0.95348,0.6951,0.40148,0.06825,0.23027,1.84408
+Tajikistan,Central and Eastern Europe,106,4.786,0.03198,0.39047,0.85563,0.57379,0.47216,0.15072,0.22974,2.11399
+Tunisia,Middle East and Northern Africa,107,4.739,0.03589,0.88113,0.60429,0.73793,0.26268,0.06358,0.06431,2.12466
+Palestinian Territories,Middle East and Northern Africa,108,4.715,0.04394,0.59867,0.92558,0.66015,0.24499,0.12905,0.11251,2.04384
+Bangladesh,Southern Asia,109,4.694,0.03077,0.39753,0.43106,0.60164,0.4082,0.12569,0.21222,2.51767
+Iran,Middle East and Northern Africa,110,4.686,0.04449,1.0088,0.54447,0.69805,0.30033,0.05863,0.38086,1.6944
+Ukraine,Central and Eastern Europe,111,4.681,0.04412,0.79907,1.20278,0.6739,0.25123,0.02961,0.15275,1.5714
+Iraq,Middle East and Northern Africa,112,4.677,0.05232,0.98549,0.81889,0.60237,0,0.13788,0.17922,1.95335
+South Africa,Sub-Saharan Africa,113,4.642,0.04585,0.92049,1.18468,0.27688,0.33207,0.08884,0.11973,1.71956
+Ghana,Sub-Saharan Africa,114,4.633,0.04742,0.54558,0.67954,0.40132,0.42342,0.04355,0.23087,2.30919
+Zimbabwe,Sub-Saharan Africa,115,4.61,0.0429,0.271,1.03276,0.33475,0.25861,0.08079,0.18987,2.44191
+Liberia,Sub-Saharan Africa,116,4.571,0.11068,0.0712,0.78968,0.34201,0.28531,0.06232,0.24362,2.77729
+India,Southern Asia,117,4.565,0.02043,0.64499,0.38174,0.51529,0.39786,0.08492,0.26475,2.27513
+Sudan,Sub-Saharan Africa,118,4.55,0.0674,0.52107,1.01404,0.36878,0.10081,0.1466,0.19062,2.20857
+Haiti,Latin America and Caribbean,119,4.518,0.07331,0.26673,0.74302,0.38847,0.24425,0.17175,0.46187,2.24173
+Congo (Kinshasa),Sub-Saharan Africa,120,4.517,0.0368,0,1.0012,0.09806,0.22605,0.07625,0.24834,2.86712
+Nepal,Southern Asia,121,4.514,0.03607,0.35997,0.86449,0.56874,0.38282,0.05907,0.32296,1.95637
+Ethiopia,Sub-Saharan Africa,122,4.512,0.0378,0.19073,0.60406,0.44055,0.4345,0.15048,0.24325,2.44876
+Sierra Leone,Sub-Saharan Africa,123,4.507,0.07068,0.33024,0.95571,0,0.4084,0.08786,0.21488,2.51009
+Mauritania,Sub-Saharan Africa,124,4.436,0.03947,0.45407,0.86908,0.35874,0.24232,0.17461,0.219,2.11773
+Kenya,Sub-Saharan Africa,125,4.419,0.04734,0.36471,0.99876,0.41435,0.42215,0.05839,0.37542,1.78555
+Djibouti,Sub-Saharan Africa,126,4.369,0.08096,0.44025,0.59207,0.36291,0.46074,0.28105,0.18093,2.05125
+Armenia,Central and Eastern Europe,127,4.35,0.04763,0.76821,0.77711,0.7299,0.19847,0.039,0.07855,1.75873
+Botswana,Sub-Saharan Africa,128,4.332,0.04934,0.99355,1.10464,0.04776,0.49495,0.12474,0.10461,1.46181
+Myanmar,Southeastern Asia,129,4.307,0.04351,0.27108,0.70905,0.48246,0.44017,0.19034,0.79588,1.41805
+Georgia,Central and Eastern Europe,130,4.297,0.04221,0.7419,0.38562,0.72926,0.40577,0.38331,0.05547,1.59541
+Malawi,Sub-Saharan Africa,131,4.292,0.0613,0.01604,0.41134,0.22562,0.43054,0.06977,0.33128,2.80791
+Sri Lanka,Southern Asia,132,4.271,0.03751,0.83524,1.01905,0.70806,0.53726,0.09179,0.40828,0.67108
+Cameroon,Sub-Saharan Africa,133,4.252,0.04678,0.4225,0.88767,0.23402,0.49309,0.05786,0.20618,1.95071
+Bulgaria,Central and Eastern Europe,134,4.218,0.04828,1.01216,1.10614,0.76649,0.30587,0.00872,0.11921,0.89991
+Egypt,Middle East and Northern Africa,135,4.194,0.0326,0.8818,0.747,0.61712,0.17288,0.06324,0.11291,1.59927
+Yemen,Middle East and Northern Africa,136,4.077,0.04367,0.54649,0.68093,0.40064,0.35571,0.07854,0.09131,1.92313
+Angola,Sub-Saharan Africa,137,4.033,0.04758,0.75778,0.8604,0.16683,0.10384,0.07122,0.12344,1.94939
+Mali,Sub-Saharan Africa,138,3.995,0.05602,0.26074,1.03526,0.20583,0.38857,0.12352,0.18798,1.79293
+Congo (Brazzaville),Sub-Saharan Africa,139,3.989,0.06682,0.67866,0.6629,0.31051,0.41466,0.11686,0.12388,1.68135
+Comoros,Sub-Saharan Africa,140,3.956,0.04797,0.23906,0.79273,0.36315,0.22917,0.199,0.17441,1.95812
+Uganda,Sub-Saharan Africa,141,3.931,0.04317,0.21102,1.13299,0.33861,0.45727,0.07267,0.29066,1.42766
+Senegal,Sub-Saharan Africa,142,3.904,0.03608,0.36498,0.97619,0.4354,0.36772,0.10713,0.20843,1.44395
+Gabon,Sub-Saharan Africa,143,3.896,0.04547,1.06024,0.90528,0.43372,0.31914,0.11091,0.06822,0.99895
+Niger,Sub-Saharan Africa,144,3.845,0.03602,0.0694,0.77265,0.29707,0.47692,0.15639,0.19387,1.87877
+Cambodia,Southeastern Asia,145,3.819,0.05069,0.46038,0.62736,0.61114,0.66246,0.07247,0.40359,0.98195
+Tanzania,Sub-Saharan Africa,146,3.781,0.05061,0.2852,1.00268,0.38215,0.32878,0.05747,0.34377,1.38079
+Madagascar,Sub-Saharan Africa,147,3.681,0.03633,0.20824,0.66801,0.46721,0.19184,0.08124,0.21333,1.851
+Central African Republic,Sub-Saharan Africa,148,3.678,0.06112,0.0785,0,0.06699,0.48879,0.08289,0.23835,2.7223
+Chad,Sub-Saharan Africa,149,3.667,0.0383,0.34193,0.76062,0.1501,0.23501,0.05269,0.18386,1.94296
+Guinea,Sub-Saharan Africa,150,3.656,0.0359,0.17417,0.46475,0.24009,0.37725,0.12139,0.28657,1.99172
+Ivory Coast,Sub-Saharan Africa,151,3.655,0.05141,0.46534,0.77115,0.15185,0.46866,0.17922,0.20165,1.41723
+Burkina Faso,Sub-Saharan Africa,152,3.587,0.04324,0.25812,0.85188,0.27125,0.39493,0.12832,0.21747,1.46494
+Afghanistan,Southern Asia,153,3.575,0.03084,0.31982,0.30285,0.30335,0.23414,0.09719,0.3651,1.9521
+Rwanda,Sub-Saharan Africa,154,3.465,0.03464,0.22208,0.7737,0.42864,0.59201,0.55191,0.22628,0.67042
+Benin,Sub-Saharan Africa,155,3.34,0.03656,0.28665,0.35386,0.3191,0.4845,0.0801,0.1826,1.63328
+Syria,Middle East and Northern Africa,156,3.006,0.05015,0.6632,0.47489,0.72193,0.15684,0.18906,0.47179,0.32858
+Burundi,Sub-Saharan Africa,157,2.905,0.08658,0.0153,0.41587,0.22396,0.1185,0.10062,0.19727,1.83302
+Togo,Sub-Saharan Africa,158,2.839,0.06727,0.20868,0.13995,0.28443,0.36453,0.10731,0.16681,1.56726
diff --git a/topic_15/datasets/police_shooting/.gitkeep b/topic_15/datasets/police_shooting/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_15/datasets/police_shooting/fatal-police-shootings-data.csv b/topic_15/datasets/police_shooting/fatal-police-shootings-data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed5cf431477b7779f464a20175d080842ae0b735
--- /dev/null
+++ b/topic_15/datasets/police_shooting/fatal-police-shootings-data.csv
@@ -0,0 +1,5417 @@
+name,date,manner_of_death,armed,age,gender,race,city,state,signs_of_mental_illness,threat_level,flee,body_camera
+Tim Elliot,1/2/2015,shot,gun,53,M,A,Shelton,WA,TRUE,attack,Not fleeing,FALSE
+Lewis Lee Lembke,1/2/2015,shot,gun,47,M,W,Aloha,OR,FALSE,attack,Not fleeing,FALSE
+John Paul Quintero,1/3/2015,shot and Tasered,unarmed,23,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Matthew Hoffman,1/4/2015,shot,toy weapon,32,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Michael Rodriguez,1/4/2015,shot,nail gun,39,M,H,Evans,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Joe Brown,1/4/2015,shot,gun,18,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Arnold Buck,1/5/2015,shot,gun,22,M,H,Chandler,AZ,FALSE,attack,Car,FALSE
+Brock Nichols,1/6/2015,shot,gun,35,M,W,Assaria,KS,FALSE,attack,Not fleeing,FALSE
+Autumn Steele,1/6/2015,shot,unarmed,34,F,W,Burlington,IA,FALSE,other,Not fleeing,TRUE
+Leslie Sapp III,1/6/2015,shot,toy weapon,47,M,B,Knoxville,PA,FALSE,attack,Not fleeing,FALSE
+Patrick Wetter,1/6/2015,shot and Tasered,knife,25,M,W,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Ron Sneed,1/7/2015,shot,gun,31,M,B,Freeport,TX,FALSE,attack,Not fleeing,FALSE
+Hashim Hanif Ibn Abdul-Rasheed,1/7/2015,shot,knife,41,M,B,Columbus,OH,TRUE,other,Not fleeing,FALSE
+Nicholas Ryan Brickman,1/7/2015,shot,gun,30,M,W,Des Moines,IA,FALSE,attack,Car,FALSE
+Omarr Julian Maximillian Jackson,1/7/2015,shot,gun,37,M,B,New Orleans,LA,FALSE,attack,Foot,TRUE
+Loren Simpson,1/8/2015,shot,,28,M,W,Huntley,MT,FALSE,undetermined,Not fleeing,FALSE
+James Dudley Barker,1/8/2015,shot,shovel,42,M,W,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+Artago Damon Howard,1/8/2015,shot,unarmed,36,M,B,Strong,AR,FALSE,attack,Not fleeing,FALSE
+Thomas Hamby,1/8/2015,shot,gun,49,M,W,Syracuse,UT,FALSE,attack,Not fleeing,TRUE
+Jimmy Foreman,1/9/2015,shot,gun,71,M,W,England,AR,FALSE,attack,Not fleeing,FALSE
+Andy Martinez,1/9/2015,shot,gun,33,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Tommy Smith,1/11/2015,shot,gun,39,M,W,Arcola,IL,TRUE,attack,Not fleeing,FALSE
+Brian  Barbosa,1/11/2015,shot,gun,23,M,H,South Gate,CA,FALSE,attack,Not fleeing,FALSE
+Salvador Figueroa,1/11/2015,shot and Tasered,gun,29,M,H,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+John Edward O'Keefe,1/13/2015,shot,gun,34,M,W,Albuquerque,NM,FALSE,attack,Foot,TRUE
+Richard McClendon,1/13/2015,shot,knife,43,M,W,Jourdanton,TX,TRUE,other,Not fleeing,FALSE
+Marcus Golden,1/14/2015,shot,,24,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Michael Goebel,1/14/2015,shot,,29,M,W,Franklin County,MO,FALSE,attack,Not fleeing,FALSE
+Mario Jordan,1/14/2015,shot,gun,34,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,FALSE
+Talbot Schroeder,1/14/2015,shot,knife,75,M,W,Old Bridge,NJ,FALSE,attack,Not fleeing,FALSE
+Robert Edwards,1/14/2015,shot,gun,68,M,W,Lake Jackson,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey R. Nielson,1/14/2015,shot,knife,34,M,W,Draper,UT,FALSE,attack,Not fleeing,TRUE
+Donte Sowell,1/15/2015,shot,gun,27,M,B,Indianapolis,IN,FALSE,attack,Foot,FALSE
+Kavonda Earl Payton,1/15/2015,shot,gun,39,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Quincy Reed Reindl,1/15/2015,shot,gun,24,M,W,Bloomington,MN,TRUE,attack,Not fleeing,FALSE
+Jose Ceja,1/15/2015,shot,knife,36,M,H,Fairfield,CA,TRUE,other,Not fleeing,FALSE
+Nathan Massey,1/15/2015,shot,gun,33,M,W,Evangeline Parish,LA,FALSE,attack,Not fleeing,FALSE
+Scott Hall,1/16/2015,shot,gun,41,M,W,Mabank,TX,FALSE,attack,Car,FALSE
+Zaki Shinwary,1/16/2015,shot and Tasered,knife,48,M,O,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Terence Walker,1/17/2015,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,TRUE
+Pablo Meza,1/17/2015,shot,gun,24,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Brumley,1/17/2015,shot,knife,27,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Jonathan Guillory,1/18/2015,shot,gun,32,M,W,Maricopa,AZ,TRUE,attack,Not fleeing,FALSE
+Carter Castle,1/18/2015,shot and Tasered,gun,67,M,W,Gunlock,KY,TRUE,attack,Not fleeing,FALSE
+Paul Campbell,1/19/2015,shot,knife,49,M,W,Weymouth,MA,FALSE,attack,Not fleeing,FALSE
+Dewayne Carr,1/20/2015,shot,,42,M,B,Scottsdale,AZ,FALSE,other,Car,FALSE
+Todd Allen Hodge,1/21/2015,shot,gun,36,M,W,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Angel de Santos-Rodriguez,1/21/2015,shot,gun,36,M,H,Chapeno,TX,FALSE,attack,Foot,FALSE
+Isaac Holmes,1/21/2015,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Toto,1/21/2015,shot,gun,54,M,W,Derry,NH,TRUE,attack,Not fleeing,FALSE
+Tiano Meton,1/22/2015,shot,toy weapon,25,M,B,Sierra Blanca,TX,FALSE,attack,Car,FALSE
+Kristiana Coignard,1/22/2015,shot and Tasered,knife,17,F,W,Longview,TX,TRUE,other,Not fleeing,FALSE
+Demaris Turner,1/23/2015,shot,,29,M,B,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Jose Antonio Espinoza Ruiz,1/23/2015,shot,knife,56,M,H,Levelland,TX,FALSE,other,Not fleeing,FALSE
+Robert Francis Mesch,1/23/2015,shot,gun,61,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Daryl Myler,1/24/2015,shot,gun,45,M,W,Rexburg,ID,FALSE,attack,Not fleeing,FALSE
+Darin Hutchins,1/24/2015,shot,knife,26,M,B,Baltimore,MD,TRUE,other,Not fleeing,FALSE
+Wendell King,1/24/2015,shot,gun,40,M,W,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Orlando Jude Lopez,1/25/2015,shot,gun,26,M,H,Pueblo,CO,FALSE,attack,Car,FALSE
+William Campbell,1/25/2015,shot,gun,59,M,,Winslow,NJ,FALSE,attack,Not fleeing,FALSE
+Jessie Hernandez,1/26/2015,shot,,17,F,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Raymond Kmetz,1/26/2015,shot,gun,68,M,W,New Hope,MN,TRUE,attack,Not fleeing,FALSE
+Joshua Omar Garcia,1/26/2015,shot,unarmed,24,M,H,Tahoka,TX,FALSE,other,Car,FALSE
+David Garcia,1/26/2015,shot,knife,34,M,H,Wasco,CA,TRUE,other,Not fleeing,FALSE
+Tiffany Terry,1/27/2015,shot,knife,39,F,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Nicolas Leland Tewa,1/27/2015,shot,,26,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Chris Ingram,1/27/2015,shot,gun,29,M,W,Morenci,AZ,FALSE,attack,Not fleeing,FALSE
+Jermonte Fletcher,1/27/2015,shot,gun,33,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Alan Lance Alverson,1/28/2015,shot,gun,45,M,W,Sunset,TX,FALSE,attack,Not fleeing,FALSE
+Cody Karasek,1/28/2015,shot,gun,26,M,W,Rosenberg,TX,FALSE,attack,Not fleeing,FALSE
+Matautu Nuu,1/28/2015,shot and Tasered,hammer,35,M,A,Stockton,CA,TRUE,attack,Not fleeing,FALSE
+Alan James,1/29/2015,shot,gun,31,M,W,Wyoming,MI,TRUE,attack,Not fleeing,FALSE
+Ralph Willis,1/29/2015,shot,unarmed,42,M,W,Stillwater,OK,FALSE,other,Foot,FALSE
+John Barry Marshall,1/30/2015,shot,gun,48,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Victor Manuel Reyes,1/31/2015,shot,gun,31,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Edward Donnell Bright,1/31/2015,shot and Tasered,knife,54,M,B,Randallstown,MD,TRUE,other,Not fleeing,FALSE
+David Kassick,2/2/2015,shot,unarmed,59,M,W,Hummelstown,PA,FALSE,other,Foot,FALSE
+Francis Murphy Rose III,2/2/2015,shot,gun,42,M,W,Apple Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jacob Haglund,2/2/2015,shot,gun,17,M,W,Bay City,MI,FALSE,attack,Not fleeing,FALSE
+Ledarius D. Williams,2/3/2015,shot,gun,23,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Yuvette Henderson,2/3/2015,shot,gun,38,F,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Dewayne Deshawn Ward,2/3/2015,shot,knife,29,M,B,Antioch,CA,TRUE,other,Not fleeing,FALSE
+Anthony Purvis,2/3/2015,shot,gun,45,M,W,Douglas,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy Lett,2/4/2015,shot,unarmed,28,M,B,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Izzy Colon,2/4/2015,shot,gun,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Salvador Muna,2/4/2015,shot,gun,28,M,H,Tempe,AZ,FALSE,attack,Car,FALSE
+Joaquin Hernandez,2/4/2015,shot,unarmed,28,M,H,Tempe,AZ,FALSE,other,Not fleeing,FALSE
+Jimmy Ray Robinson Jr.,2/4/2015,shot,gun,51,M,B,Lorena,TX,FALSE,attack,Car,FALSE
+Markell Atkins,2/4/2015,shot,knife,36,M,B,Memphis,TN,FALSE,other,Not fleeing,FALSE
+Paul Alfred Eugene Johnson,2/5/2015,shot,gun,59,M,W,Chino,CA,FALSE,other,Car,FALSE
+Herbert Hill,2/6/2015,shot,gun,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+John  Sawyer,2/7/2015,shot,toy weapon,26,M,W,Calimesa,CA,FALSE,attack,Not fleeing,FALSE
+James Allen,2/7/2015,shot,gun,74,M,B,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+John Martin Whittaker,2/8/2015,shot,gun,33,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Sawyer Flache,2/8/2015,shot,gun,27,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Vincent Cordaro,2/8/2015,shot,gun,57,M,W,New City,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Paffen,2/8/2015,shot,gun,46,M,W,Orange County,FL,FALSE,attack,Not fleeing,FALSE
+Larry Hostetter,2/8/2015,shot,gun,41,M,W,Nocona,TX,FALSE,attack,Not fleeing,FALSE
+Kenneth Kreyssig,2/9/2015,shot,gun,61,M,W,Smyrna,ME,TRUE,undetermined,Not fleeing,FALSE
+Desmond Luster,2/9/2015,shot,gun,45,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Bess,2/10/2015,shot,gun,49,M,B,Whitehaven,TN,FALSE,attack,Not fleeing,FALSE
+Brian Fritze,2/10/2015,shot,gun,45,M,W,New Castle,CO,TRUE,attack,Car,FALSE
+Antonio Zambrano-Montes,2/10/2015,shot and Tasered,unarmed,35,M,H,Pasco,WA,TRUE,other,Foot,FALSE
+Phillip Watkins,2/11/2015,shot,knife,23,M,B,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Fletcher Ray Stewart,2/11/2015,shot,toy weapon,46,M,W,Dadeville,AL,TRUE,attack,Foot,TRUE
+Jonathan Larry Harden,2/13/2015,shot,,23,M,W,San Bernardino,CA,FALSE,attack,Car,FALSE
+Andres Lara-Rodriguez,2/13/2015,shot,gun,21,M,H,Kansas City,KS,FALSE,attack,Car,FALSE
+Richard Carlin,2/13/2015,shot,unarmed,35,M,H,Reading,PA,FALSE,other,Not fleeing,FALSE
+Matthew D. Belk,2/13/2015,shot,gun,27,M,W,McLemoresville,TN,FALSE,attack,Not fleeing,FALSE
+Daniel Mejia,2/13/2015,shot,knife,37,M,H,San Manuel,AZ,TRUE,other,Not fleeing,FALSE
+Jason C. Hendrix,2/14/2015,shot,gun,16,M,W,Essex,MD,TRUE,attack,Car,FALSE
+Roy Joy Day,2/14/2015,shot,gun,51,M,W,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Howard Brent Means Jr.,2/15/2015,shot,gun,34,M,W,Iuka,MS,FALSE,attack,Foot,FALSE
+Bruce Steward,2/15/2015,shot,hatchet,34,M,W,Colton,OR,TRUE,other,Not fleeing,FALSE
+Lavall Hall,2/15/2015,shot and Tasered,unarmed,25,M,B,Miami Gardens,FL,TRUE,other,Not fleeing,FALSE
+Lawrence Caldwell,2/16/2015,shot,gun,56,M,W,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Michael K. Casper,2/16/2015,shot,gun,26,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Cody Evans,2/16/2015,shot,toy weapon,24,M,W,Provo,UT,TRUE,attack,Not fleeing,FALSE
+Betty Sexton,2/17/2015,shot,gun,43,F,W,Gaston County,NC,FALSE,attack,Not fleeing,FALSE
+Michael Ireland,2/17/2015,shot,unarmed,31,M,W,Springfield,MO,FALSE,other,Foot,FALSE
+Matthew Lundy,2/17/2015,shot,gun,32,M,W,Eaton Rapids Township,MI,FALSE,attack,Not fleeing,FALSE
+Douglas Sparks,2/17/2015,shot,toy weapon,30,M,W,Tewksbury,MA,FALSE,attack,Foot,FALSE
+Pedro Juan Saldivar,2/17/2015,shot,,50,M,H,Del Rio,TX,FALSE,other,Not fleeing,FALSE
+Janisha Fonville,2/18/2015,shot,undetermined,20,F,B,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Ruben Villalpando,2/20/2015,shot,unarmed,31,M,H,Euless,TX,FALSE,other,Not fleeing,FALSE
+Stanley Lamar Grant,2/20/2015,shot,gun,38,M,B,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Douglas Harris,2/20/2015,shot,gun,77,M,B,Birmingham,AL,TRUE,attack,Not fleeing,FALSE
+Alejandro Salazar,2/20/2015,shot,gun,,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Jason Moncrief Carter,2/21/2015,shot,gun,41,M,W,Ruidoso,NM,FALSE,attack,Not fleeing,FALSE
+Kent Norman,2/21/2015,shot,knife,51,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Bradford Leonard,2/22/2015,shot,gun,50,M,W,Palm Bay,FL,FALSE,attack,Not fleeing,FALSE
+Robert Kohl,2/23/2015,shot,gun,47,M,W,Denham Springs,LA,TRUE,attack,Not fleeing,FALSE
+Michael Wayne Smashey,2/23/2015,shot,knife,37,M,W,Powder Springs,GA,FALSE,other,Not fleeing,FALSE
+Anthony Giaquinta,2/23/2015,shot,gun,41,M,W,Clarkesville,GA,FALSE,attack,Foot,FALSE
+A'Donte Washington,2/23/2015,shot,gun,16,M,B,Millbrook,AL,FALSE,attack,Not fleeing,FALSE
+Jerome Nichols,2/23/2015,shot and Tasered,knife,42,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Daniel Elrod,2/23/2015,shot and Tasered,unarmed,39,M,W,Omaha,NE,FALSE,other,Not fleeing,FALSE
+Joseph Biegert,2/24/2015,shot and Tasered,knife,30,M,W,Green Bay,WI,TRUE,attack,Not fleeing,FALSE
+Glenn Lewis,2/25/2015,shot,,27,M,B,Oklahoma City,OK,FALSE,other,Car,FALSE
+Francis Spivey,2/25/2015,shot,gun,43,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+David Cuevas,2/26/2015,shot,gun,42,M,H,Lakeland,FL,FALSE,attack,Foot,FALSE
+Amilcar Perez-Lopez,2/26/2015,shot,knife,21,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Rodney Biggs,2/26/2015,shot,unarmed,49,M,W,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Crystal Lee Miley Harry,2/26/2015,shot,gun,34,F,W,Sylvester,GA,FALSE,attack,Car,FALSE
+Alexander Phillip Long,2/26/2015,shot and Tasered,unarmed,31,M,W,Terre Haute,IN,FALSE,other,Not fleeing,FALSE
+Ernesto Javiar Canepa Diaz,2/27/2015,shot,unarmed,27,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Chazsten Freeman,2/28/2015,shot,gun,24,M,W,Pelzer,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Allen,2/28/2015,shot,unarmed,34,M,B,St Louis,MO,FALSE,other,Car,FALSE
+Jessica Uribe,2/28/2015,shot,knife,28,F,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Cornelius J. Parker,2/28/2015,shot,gun,28,M,B,Columbia,MO,FALSE,attack,Car,FALSE
+Ian Sherrod,2/28/2015,shot,gun,40,M,B,Tarboro,NC,TRUE,attack,Car,FALSE
+Stephanie Hill,2/28/2015,shot,gun,37,F,W,La Paz County,AZ,FALSE,attack,Car,FALSE
+Deven Guilford,2/28/2015,shot and Tasered,unarmed,17,M,W,Roxand Township,MI,FALSE,attack,Not fleeing,TRUE
+Hung Trieu,3/1/2015,shot,gun,35,M,A,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lewis Matkins,3/1/2015,shot,gun,49,M,W,Barton,MS,FALSE,attack,Not fleeing,FALSE
+Charly Leundeu Keunang,3/1/2015,shot and Tasered,unarmed,43,M,B,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Shaquille Barrow,3/2/2015,shot,gun,20,M,B,Joilet,IL,FALSE,other,Foot,FALSE
+Fednel Rhinvil,3/3/2015,shot,gun,25,M,B,Salisbury,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Metz,3/3/2015,shot,knife,25,M,W,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Derek Cruice,3/4/2015,shot,unarmed,26,M,W,Deltona,FL,FALSE,other,Not fleeing,FALSE
+Carl Lao,3/4/2015,shot,gun,28,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Tyrone Ryerson Lawrence,3/5/2015,shot,knife,45,M,B,Milwaukee,WI,TRUE,other,Not fleeing,FALSE
+Sergio Alexander Navas,3/5/2015,shot,unarmed,36,M,H,Burbank,CA,FALSE,other,Car,FALSE
+Tyson Hubbard,3/5/2015,shot,gun,34,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Tony Robinson,3/6/2015,shot,unarmed,19,M,B,Madison,WI,FALSE,attack,Foot,FALSE
+Naeschylus  Vinzant,3/6/2015,shot,unarmed,37,M,B,Aurora,CO,FALSE,undetermined,Foot,FALSE
+Andrew Anthony Williams,3/6/2015,shot,,48,M,B,Putnam Hall,FL,FALSE,other,Not fleeing,FALSE
+Adam Reinhart,3/7/2015,shot,gun,29,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Monique Jenee Deckard,3/8/2015,shot,knife,43,F,B,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Aurelio Duarte,3/8/2015,shot,gun,40,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Michael McKillop,3/8/2015,shot,,35,M,W,Claymont,DE,FALSE,attack,Car,FALSE
+Anthony Hill,3/9/2015,shot,unarmed,27,M,B,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Lester Brown,3/9/2015,shot,gun,58,M,W,Brevard,NC,FALSE,attack,Not fleeing,FALSE
+James Brent Damon,3/9/2015,shot,gun,46,M,W,Dinosaur,CO,FALSE,attack,Not fleeing,FALSE
+Cedrick Lamont Bishop,3/9/2015,shot,gun,30,M,B,Cocoa,FL,FALSE,attack,Not fleeing,FALSE
+Theodore Johnson,3/10/2015,shot,gun,64,M,B,Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jamie Croom,3/10/2015,shot,gun,31,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Christopher Mitchell,3/10/2015,shot,knife,23,M,W,Port Wentworth,GA,FALSE,attack,Not fleeing,TRUE
+Edixon  Franco,3/10/2015,shot,sword,37,M,H,Ontario,CA,TRUE,other,Car,FALSE
+Terry Garnett Jr.,3/11/2015,shot,,37,M,B,Elkton,MD,FALSE,other,Not fleeing,FALSE
+James Greenwell,3/11/2015,shot,gun,31,M,W,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Benito Osorio,3/11/2015,shot,gun,39,M,H,Santa Ana,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Dean Burgess,3/11/2015,shot,toy weapon,31,M,W,Kingman,AZ,TRUE,attack,Not fleeing,FALSE
+Gilbert Fleury,3/11/2015,shot,gun,54,M,W,Bay Minette,AL,FALSE,attack,Not fleeing,FALSE
+William Russell  Smith,3/11/2015,shot,gun,53,M,W,Hoover,AL,TRUE,attack,Not fleeing,FALSE
+Aaron Valdez,3/11/2015,shot,,25,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Bobby Gross,3/12/2015,shot,unarmed,35,M,B,Washington,DC,TRUE,other,Not fleeing,FALSE
+James Richard Jimenez,3/13/2015,shot,gun,41,M,H,Napa,CA,FALSE,other,Other,FALSE
+Fred  Liggett,3/13/2015,shot,gun,59,M,W,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Driver,3/13/2015,shot,knife,36,M,W,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Antonio Perez,3/13/2015,shot,unarmed,32,M,H,Walnut Creek,CA,FALSE,other,Foot,FALSE
+Clifton Reintzel,3/14/2015,shot,knife,53,M,W,Follansbee,WV,FALSE,other,Not fleeing,FALSE
+Aaron Siler,3/14/2015,shot,gun,26,M,W,Kenosha,WI,FALSE,attack,Car,FALSE
+Richard Castilleja,3/14/2015,shot,gun,29,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Troy Ray Boyd,3/15/2015,shot,machete,27,M,W,Ruth,MS,FALSE,other,Not fleeing,FALSE
+Justin Tolkinen,3/16/2015,shot,gun,28,M,W,St. Paul,MN,TRUE,attack,Not fleeing,FALSE
+William Dean Poole,3/16/2015,shot,gun,52,M,W,Gastonia,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Charles Shipley,3/17/2015,shot,gun,49,M,W,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Declan Owen,3/17/2015,shot,gun,24,M,W,Dublin,NC,FALSE,attack,Foot,FALSE
+Alice Brown,3/17/2015,shot,,24,F,W,San Francisco,CA,TRUE,other,Not fleeing,FALSE
+Eugene Smith,3/17/2015,shot,gun,20,M,W,Onalaska,TX,TRUE,attack,Not fleeing,FALSE
+Roberto Leon,3/17/2015,shot,unarmed,22,M,H,Sacramento,CA,FALSE,undetermined,Car,FALSE
+Kaylene Stone,3/18/2015,shot,gun,49,F,W,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Garland Lee Wingo,3/18/2015,shot,gun,64,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Jeff Alexander,3/18/2015,shot,knife,47,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Shane Watkins,3/19/2015,shot,box cutter,39,M,W,Lawrence County,AL,TRUE,other,Not fleeing,TRUE
+Brandon Jones,3/19/2015,shot,unarmed,18,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Brandon Rapp,3/19/2015,shot,gun,31,M,W,Middleton,ID,FALSE,attack,Not fleeing,TRUE
+Kendre Alston,3/19/2015,shot,gun,16,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Jamison  Childress,3/19/2015,shot,unarmed,20,M,W,Sumas,WA,TRUE,attack,Not fleeing,FALSE
+Robert Burdge,3/19/2015,shot,gun,36,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Richard White,3/20/2015,shot,machete,63,M,B,New Orleans,LA,TRUE,attack,Not fleeing,FALSE
+Tyrel Vick,3/20/2015,shot,gun,34,M,W,Coal County,OK,FALSE,attack,Not fleeing,FALSE
+Justin Fowler,3/20/2015,shot,gun,24,M,N,Red Valley,AZ,FALSE,attack,Car,FALSE
+Enoch Gaver,3/21/2015,shot,gun,21,M,W,Cottonwood,AZ,FALSE,attack,Not fleeing,FALSE
+James Ellis,3/21/2015,shot,gun,44,M,W,Clarendon,NY,FALSE,attack,Car,FALSE
+Gary Page,3/21/2015,shot,gun,60,M,W,Harmony,IN,TRUE,attack,Not fleeing,FALSE
+Jason Smith,3/21/2015,shot,gun,42,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Phillip Conley,3/22/2015,shot,knife,37,M,W,Vallejo,CA,TRUE,other,Not fleeing,FALSE
+Christopher Ryan Healy,3/22/2015,shot and Tasered,knife,36,M,W,Portland,OR,TRUE,other,Foot,FALSE
+Denzel Brown,3/22/2015,shot and Tasered,undetermined,21,M,B,Islip,NY,FALSE,attack,Car,FALSE
+Devin Gates,3/23/2015,shot,gun,24,M,B,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Walter J. Brown III,3/24/2015,shot,gun,29,M,B,Portsmouth,VA,TRUE,attack,Car,FALSE
+Scott Dunham,3/24/2015,shot,gun,57,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Stephen Snyder,3/24/2015,shot,gun,38,M,W,Fond du Lac,WI,FALSE,attack,Not fleeing,FALSE
+Nicholas Thomas,3/25/2015,shot,undetermined,23,M,B,Smyrna,GA,FALSE,other,Car,TRUE
+Jeremy Lorenza Kelly,3/25/2015,shot,gun,27,M,B,Johnsonville,SC,FALSE,attack,Foot,FALSE
+Victor Terrazas,3/25/2015,shot,gun,28,M,H,South Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Tassinari,3/25/2015,shot and Tasered,gun,63,M,W,Glendale,AZ,TRUE,other,Not fleeing,FALSE
+Deanne Choate,3/26/2015,shot,gun,53,F,W,Gardner,KS,FALSE,attack,Not fleeing,FALSE
+Adrian Solis,3/26/2015,shot,knife,35,M,H,Wilmington,CA,TRUE,other,Not fleeing,FALSE
+Megan Hockaday,3/27/2015,shot,knife,26,F,B,Oxnard,CA,FALSE,other,Not fleeing,FALSE
+Harvey Oates,3/27/2015,shot,gun,42,M,W,Fort Ashby,WV,FALSE,attack,Car,FALSE
+Angelo West,3/27/2015,shot,gun,41,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Gary Kendrick,3/27/2015,shot,gun,56,M,W,Encinitas,CA,TRUE,attack,Not fleeing,FALSE
+Jamalis Hall,3/27/2015,shot,knife,39,M,B,Fort Pierce,FL,FALSE,other,Not fleeing,FALSE
+Adrian Hernandez,3/27/2015,shot,toy weapon,23,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Neil Seifert,3/27/2015,shot,gun,40,M,W,Webster,MA,FALSE,attack,Foot,FALSE
+Byron Herbert,3/29/2015,shot,gun,29,M,B,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Robert Rooker,3/29/2015,shot,,26,M,W,Jasper,OH,FALSE,attack,Car,FALSE
+John Marcell Allen,3/30/2015,shot,gun,54,M,,Boulder City,NV,FALSE,attack,Not fleeing,FALSE
+Brian Babb,3/30/2015,shot,gun,49,M,W,Eugene,OR,TRUE,attack,Not fleeing,FALSE
+Jeremy Anderson,3/31/2015,shot,gun,36,M,W,Carollwood,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Quezada,3/31/2015,shot,toy weapon,21,M,H,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+Mya Hall,3/31/2015,shot,,27,F,B,Fort Meade,MD,FALSE,other,Car,FALSE
+Robert Washington,4/1/2015,shot,gun,37,M,B,Hawthorne,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Clyde,4/1/2015,shot,knife,36,M,W,Hamilton,NJ,FALSE,attack,Not fleeing,FALSE
+Darrin Langford,4/2/2015,shot,gun,32,M,B,Rock Island,IL,FALSE,attack,Foot,FALSE
+Eric Harris,4/2/2015,shot,unarmed,44,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Aaron Rutledge,4/2/2015,shot,gun,27,M,W,Pineville,LA,TRUE,attack,Not fleeing,FALSE
+Donald Hicks,4/2/2015,shot and Tasered,gun,63,M,W,Metropolis,IL,TRUE,attack,Not fleeing,FALSE
+Christopher Prevatt,4/3/2015,shot,knife,38,M,W,Winchester,VA,FALSE,other,Not fleeing,TRUE
+Justus Howell,4/4/2015,shot,gun,17,M,B,Zion,IL,FALSE,attack,Foot,FALSE
+Paul Anderson,4/4/2015,shot,gun,31,M,B,Orange,CA,FALSE,attack,Not fleeing,TRUE
+Ethan Noll,4/4/2015,shot,gun,34,M,W,Edgewood,NM,TRUE,attack,Car,FALSE
+Walter Scott,4/4/2015,shot and Tasered,unarmed,50,M,B,North Charleston,SC,FALSE,other,Foot,FALSE
+Ken Cockerel,4/5/2015,shot,knife,51,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Richard Hanna,4/5/2015,shot,gun,56,M,W,Tehachapi,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Myers,4/6/2015,shot,gun,23,M,W,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Desmond Willis,4/6/2015,shot,gun,25,M,B,Harvey,LA,FALSE,attack,Foot,FALSE
+Tyrell J. Larsen,4/6/2015,shot,gun,31,M,W,Jefferson County,ID,FALSE,attack,Car,FALSE
+Erick Rose,4/7/2015,shot,gun,32,M,W,Pottawatomie County,OK,FALSE,attack,Car,FALSE
+Douglas Faith,4/8/2015,shot,gun,60,M,W,San Antonio,TX,FALSE,attack,Car,FALSE
+Dexter Pernell Bethea,4/8/2015,shot,,42,M,B,Valdosta,GA,FALSE,attack,Car,FALSE
+Roberto Rodriguez,4/8/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Jeremy Weber,4/8/2015,shot,knife,28,M,A,Sunnyvale,CA,TRUE,other,Not fleeing,FALSE
+Gordon Kimbrell,4/9/2015,shot,sword,22,M,W,Navarre,FL,FALSE,attack,Not fleeing,FALSE
+Don Smith,4/9/2015,shot,gun,29,M,B,Monon,IN,FALSE,attack,Car,FALSE
+Jess Leipold,4/9/2015,shot,gun,31,M,W,Straban Township,PA,TRUE,attack,Not fleeing,FALSE
+Phillip Burgess,4/9/2015,shot,gun,28,M,W,Boiling Springs,SC,FALSE,attack,Not fleeing,FALSE
+Mark Smith,4/9/2015,shot and Tasered,,54,M,,Kellyville,OK,FALSE,attack,Other,FALSE
+Angel Cresencio Corona,4/10/2015,shot,knife,21,M,H,Corning,CA,FALSE,attack,Not fleeing,FALSE
+Richard Reed,4/10/2015,shot,gun,38,M,W,Topeka,KS,FALSE,attack,Car,FALSE
+Donald Allen,4/11/2015,shot,gun,66,M,W,Sand Springs,OK,TRUE,attack,Not fleeing,TRUE
+Mack Long,4/12/2015,shot,gun,36,M,B,Indianapolis,IN,FALSE,attack,Foot,TRUE
+Richard Dale Weaver,4/12/2015,shot,machete,83,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Jason Lee Evans,4/12/2015,shot,gun,32,M,W,Salemburg,NC,TRUE,attack,Car,FALSE
+Isaac Jimenez,4/13/2015,shot,gun,27,M,H,Alton,IL,FALSE,attack,Not fleeing,FALSE
+Colby Robinson,4/14/2015,shot,undetermined,26,M,B,DeSoto,TX,FALSE,undetermined,Foot,FALSE
+Christopher Grant Finley,4/14/2015,shot,machete,31,M,W,Jonesboro,AR,TRUE,attack,Not fleeing,FALSE
+Tevin Barkley,4/15/2015,shot,gun,22,M,B,Miami,FL,FALSE,undetermined,Foot,FALSE
+Dante Noble,4/15/2015,shot,knife,41,M,B,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Frank Shephard,4/15/2015,shot,unarmed,41,M,B,Houston,TX,FALSE,other,Car,FALSE
+Mark W. Adair,4/15/2015,shot,toy weapon,51,M,W,Columbia,MO,FALSE,attack,Car,TRUE
+Stanley Watson,4/15/2015,shot,gun,72,M,W,Cañon City,CO,TRUE,attack,Not fleeing,FALSE
+Ernesto Flores,4/15/2015,shot,toy weapon,52,M,H,Montclair,CA,TRUE,attack,Not fleeing,FALSE
+Rodolfo Velazquez,4/16/2015,shot,knife,47,M,H,Shafter,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Kemp,4/17/2015,shot,gun,18,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Elias Cavazos,4/17/2015,shot,gun,29,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Thaddeus McCarroll,4/17/2015,shot,knife,23,M,B,Jennings,MO,TRUE,other,Not fleeing,TRUE
+Erik Tellez,4/18/2015,shot,gun,43,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Grover Sapp,4/18/2015,shot,gun,45,M,W,Panama City,FL,FALSE,attack,Not fleeing,FALSE
+Michael Foster,4/19/2015,shot,gun,40,M,W,Wilmore,KY,TRUE,attack,Not fleeing,FALSE
+Dana Hlavinka,4/19/2015,shot,knife,44,M,W,Sidney,NE,FALSE,attack,Not fleeing,FALSE
+Santos Cortez Hernandez,4/20/2015,shot,gun,25,M,H,Mission,TX,FALSE,other,Not fleeing,FALSE
+Daniel Covarrubias,4/21/2015,shot,unarmed,37,M,N,Lakewood,WA,TRUE,other,Foot,FALSE
+Kimber Key,4/21/2015,shot,knife,59,M,W,Irmo,SC,TRUE,other,Not fleeing,FALSE
+Luis Martinez,4/21/2015,shot,knife,35,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Daniel Wolfe,4/21/2015,shot,,35,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+William Chapman,4/22/2015,shot,unarmed,18,M,B,Portsmouth,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Saavedra Ramirez,4/22/2015,shot,knife,51,M,H,Bisbee,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Efraim,4/22/2015,shot,gun,30,M,W,Queens,NY,TRUE,attack,Foot,FALSE
+Reginald McGregor,4/22/2015,shot,gun,31,M,B,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Lue Vang,4/22/2015,shot,gun,39,M,A,Eldorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Valadez,4/23/2015,shot,gun,26,M,W,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Joseph Potts,4/23/2015,shot,gun,51,M,W,Rufe,OK,FALSE,attack,Not fleeing,FALSE
+Hector Morejon,4/23/2015,shot,unarmed,19,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Karen Janks,4/24/2015,shot,,46,F,W,Windsor,CA,FALSE,attack,Car,FALSE
+Mark Cecil Hawkins,4/24/2015,shot,gun,49,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Gary Timmie  Collins,4/24/2015,shot,gun,63,M,W,Miami,OK,FALSE,attack,Car,FALSE
+Todd Jamal Dye,4/24/2015,shot,gun,20,M,B,Trinidad,CO,FALSE,attack,Foot,TRUE
+Brandon Lawrence,4/25/2015,shot,machete,25,M,W,Victoria,TX,TRUE,other,Not fleeing,TRUE
+David Felix,4/25/2015,shot,unarmed,24,M,B,New York,NY,TRUE,attack,Foot,FALSE
+Daniel Davis,4/25/2015,shot,knife,58,M,W,Clermont,FL,TRUE,other,Not fleeing,FALSE
+Billy Joe Patrick,4/26/2015,shot,unarmed,29,M,W,Bunch,OK,FALSE,attack,Not fleeing,FALSE
+Albert Hanson,4/26/2015,shot,gun,76,M,W,Kings County,CA,FALSE,attack,Not fleeing,FALSE
+Dean Genova,4/26/2015,shot,gun,45,M,W,Fountain Valley,CA,FALSE,attack,Not fleeing,FALSE
+Terrance  Kellom,4/27/2015,shot,hammer,20,M,B,Detroit,MI,FALSE,other,Not fleeing,FALSE
+David Parker,4/28/2015,shot,gun,58,M,W,Mansfield,OH,FALSE,attack,Not fleeing,FALSE
+Jared Johnson,4/28/2015,shot,gun,21,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Joshua Green,4/28/2015,shot,gun,27,M,W,Marion,IL,TRUE,attack,Not fleeing,FALSE
+Andrew Jackson,4/29/2015,shot,knife,26,M,W,Chickasha,OK,FALSE,other,Foot,FALSE
+Joshua Deysie,4/29/2015,shot,gun,33,M,H,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Luis Chavez-Diaz,4/29/2015,shot,gun,27,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Alexia Christian,4/29/2015,shot,gun,25,F,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Adkins,4/29/2015,shot,gun,53,M,B,Emporia,VA,TRUE,attack,Not fleeing,FALSE
+John Acree,4/29/2015,shot,gun,53,M,W,Nashville,TN,TRUE,attack,Not fleeing,FALSE
+Fridoon Zalbeg Nehad,4/30/2015,shot,unarmed,42,M,O,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Erick Emmanuel Sanchez,4/30/2015,shot and Tasered,metal object,22,M,H,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Kenneth Mathena,5/2/2015,shot,gun,52,M,W,Smyrna,DE,FALSE,attack,Not fleeing,TRUE
+Kevin Vance Norton,5/3/2015,shot,gun,36,M,W,Roosevelt,UT,TRUE,attack,Not fleeing,TRUE
+Elton Simpson,5/3/2015,shot,gun,30,M,B,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Nadir Soofi,5/3/2015,shot,gun,34,M,O,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Billy Grimm,5/3/2015,shot,gun,44,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Michael Asher,5/3/2015,shot,gun,53,M,W,Chavies,KY,FALSE,attack,Not fleeing,FALSE
+Roark Cook,5/4/2015,shot,toy weapon,36,M,W,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Brendon Glenn,5/5/2015,shot,unarmed,29,M,B,Venice,CA,FALSE,attack,Not fleeing,TRUE
+Thong Kien Ma,5/5/2015,shot,knife,32,M,A,South El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Robert A. Frost,5/5/2015,shot,gun,46,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+David William Johnson,5/6/2015,shot,gun,18,M,W,Wake Forest,NC,FALSE,attack,Car,FALSE
+Joseph Roy,5/7/2015,shot,knife,72,M,,Lawrenceville,GA,TRUE,other,Not fleeing,FALSE
+Michael Murphy,5/7/2015,shot,knife,38,M,W,Beacon,NY,FALSE,other,Car,FALSE
+Nephi Arriguin,5/7/2015,shot,,21,M,B,Cerritos,CA,FALSE,attack,Car,FALSE
+Shaun Johnson,5/8/2015,shot,sword,35,M,W,Kearny,AZ,FALSE,attack,Not fleeing,FALSE
+David Schwalm,5/8/2015,shot,gun,58,M,W,Constantia,NY,TRUE,attack,Not fleeing,FALSE
+Dedrick Marshall,5/8/2015,shot,gun,48,M,B,Harvey,LA,FALSE,attack,Not fleeing,FALSE
+Sam Holmes,5/8/2015,shot,,31,M,B,Fridley,MN,FALSE,attack,Car,FALSE
+Stephen  Cunningham,5/10/2015,shot,gun,47,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Lionel Lorenzo Young,5/10/2015,shot,,34,M,B,Landover,MD,FALSE,other,Car,FALSE
+Kelvin Goldston,5/11/2015,shot,,30,M,B,Fort Worth,TX,FALSE,attack,Car,FALSE
+Justin Way,5/11/2015,shot,knife,28,M,W,St. Augustine,FL,TRUE,other,Not fleeing,FALSE
+D'Angelo Stallworth,5/12/2015,shot,gun,28,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Alec Ouzounian,5/12/2015,shot,undetermined,40,M,W,Rancho Santa Margarita,CA,TRUE,other,Not fleeing,FALSE
+Bruce Zalonka,5/12/2015,shot and Tasered,gun,46,M,O,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Sean Michael Pelletier,5/14/2015,shot,gun,37,M,W,Portage,MI,TRUE,attack,Car,FALSE
+Cary Martin,5/14/2015,shot,gun,53,M,W,St. Augustine,FL,TRUE,attack,Not fleeing,FALSE
+Mark Farrar,5/15/2015,shot,gun,41,M,W,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Matt Coates,5/15/2015,shot,toy weapon,42,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Ronell Wade,5/16/2015,shot,gun,45,M,B,Harvey,IL,FALSE,attack,Foot,FALSE
+Dennis  Fiel,5/17/2015,shot,gun,34,M,W,San Diego,CA,TRUE,attack,Foot,TRUE
+Austin Goodner,5/17/2015,shot,gun,18,M,W,St. Petersburg,FL,TRUE,attack,Not fleeing,FALSE
+Timothy Jones,5/17/2015,shot,sword,27,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+Alfredo Rials-Torres,5/19/2015,shot,unarmed,54,M,H,Arlington,VA,FALSE,attack,Not fleeing,FALSE
+Jonathan McIntosh,5/19/2015,shot,gun,35,M,W,Cabot,AR,FALSE,attack,Not fleeing,FALSE
+David  Gaines,5/19/2015,shot,gun,17,M,W,Grand Junction,CO,FALSE,attack,Other,FALSE
+Anthony Gomez,5/20/2015,shot,gun,29,M,B,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Chrislon Talbott,5/20/2015,shot,gun,38,M,B,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Marcus Wheeler,5/20/2015,shot,gun,26,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Jonathan  Colley,5/20/2015,shot and Tasered,knife,52,M,W,Green,OH,FALSE,other,Not fleeing,FALSE
+Nikki Jo Burtsfield,5/20/2015,shot and Tasered,knife,39,F,W,Gillette,WY,FALSE,other,Car,FALSE
+David Alejandro Gandara,5/21/2015,shot,gun,22,M,H,El Paso,TX,TRUE,undetermined,Not fleeing,FALSE
+Javoris Washington,5/21/2015,shot,knife,29,M,B,Ft. Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+James Anthony Cooper,5/21/2015,shot,knife,43,M,W,North Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Elvin Diaz,5/21/2015,shot,knife,24,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Jerome Caldwell,5/21/2015,shot,gun,32,M,B,Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Michael Lowery,5/22/2015,shot,toy weapon,40,M,W,Somerset,PA,FALSE,attack,Not fleeing,FALSE
+James Horn,5/23/2015,shot,gun,47,M,W,Sedalia,MO,FALSE,attack,Not fleeing,FALSE
+Eric Robinson,5/23/2015,shot,gun,40,M,W,Eagar,AZ,FALSE,attack,Car,FALSE
+Caso Jackson,5/23/2015,shot,gun,25,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Cassandra Bolin,5/25/2015,shot,gun,31,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Briggs,5/25/2015,shot,knife,36,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Dalton Branch,5/26/2015,shot,gun,51,M,B,Queens,NY,FALSE,attack,Not fleeing,FALSE
+Jessie  Williams,5/26/2015,shot,undetermined,24,M,W,Bossier City,LA,FALSE,attack,Not fleeing,FALSE
+Millard Tallant III,5/26/2015,shot,gun,62,M,W,Snohomish,WA,TRUE,attack,Not fleeing,FALSE
+Scott McAllister,5/27/2015,shot,knife,39,M,W,Ideal Beach,NJ,FALSE,attack,Not fleeing,FALSE
+Garrett  Sandeno,5/27/2015,shot,toy weapon,24,M,W,Edmond,OK,TRUE,attack,Not fleeing,FALSE
+Harry Davis,5/27/2015,shot,knife,57,M,W,Rockville,GA,TRUE,attack,Not fleeing,FALSE
+Feras Morad,5/27/2015,shot and Tasered,unarmed,20,M,O,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Simon Hubble,5/27/2015,shot and Tasered,screwdriver,33,M,W,Alpine,CA,TRUE,other,Not fleeing,FALSE
+Darrell Morgan,5/28/2015,shot,gun,60,M,W,Lancaster,SC,FALSE,attack,Not fleeing,FALSE
+James Strong,5/28/2015,shot,gun,32,M,B,Northglenn,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Dothard,5/28/2015,shot,gun,40,M,B,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Kyle Baker,5/28/2015,shot and Tasered,lawn mower blade,18,M,W,Trenton,MI,FALSE,attack,Not fleeing,FALSE
+Kevin Allen,5/29/2015,shot,knife,36,M,B,Lyndhurst,NJ,FALSE,other,Not fleeing,FALSE
+Nehemiah Fischer,5/29/2015,shot,gun,35,M,W,Okmulgee County,OK,FALSE,attack,Not fleeing,FALSE
+Robert Box,5/29/2015,shot,gun,55,M,W,Wilderville,OR,FALSE,attack,Not fleeing,FALSE
+Ebin Lamont Proctor,5/30/2015,shot,unarmed,19,M,W,Cottonwood,AZ,FALSE,attack,Foot,FALSE
+Alexander Tirado Rivera,5/30/2015,shot,toy weapon,39,M,H,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+James Anthony Morris,5/31/2015,shot,gun,40,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+James Bushey,5/31/2015,shot,toy weapon,47,M,W,Palestine,TX,FALSE,attack,Not fleeing,TRUE
+Joseph Ladd,6/1/2015,shot,gun,23,M,W,Greece,NY,TRUE,attack,Other,FALSE
+Usaamah Rahim,6/2/2015,shot,knife,26,M,B,Roslindale,MA,FALSE,other,Not fleeing,FALSE
+Kamal Dajani,6/2/2015,shot,knife,26,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Martinez,6/3/2015,shot,gun,18,M,H,Ellis County,TX,TRUE,attack,Car,FALSE
+Edelmiro Hernandez,6/3/2015,shot,knife,33,M,H,Fuqua,TX,FALSE,other,Car,FALSE
+Ronald Neal,6/3/2015,shot,gun,56,M,W,Byram,NJ,TRUE,attack,Not fleeing,FALSE
+Lorenzo Garza,6/3/2015,shot,gun,46,M,H,Delano,CA,FALSE,attack,Car,FALSE
+Rudy Baca,6/3/2015,shot and Tasered,unarmed,36,M,H,Los Lunas,NM,FALSE,attack,Not fleeing,FALSE
+Jesus Quezada Gomez,6/5/2015,shot,gun,50,M,H,Santa Maria,CA,FALSE,attack,Not fleeing,FALSE
+Christie Cathers,6/5/2015,shot,,45,F,W,Morgantown,WV,FALSE,other,Car,FALSE
+James Smillie,6/6/2015,shot,gun,53,M,W,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Alejandro Campos Fernandez,6/6/2015,shot,gun,45,M,H,Watsonsville,CA,FALSE,attack,Foot,FALSE
+Joe Nevels,6/6/2015,shot,box cutter,42,M,W,Midland,TX,TRUE,other,Not fleeing,FALSE
+Damien Ramirez,6/6/2015,shot,gun,27,M,H,Strasburg,CO,FALSE,attack,Car,FALSE
+Demouria Hogg,6/6/2015,shot and Tasered,gun,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Matthew Wayne McDaniel,6/7/2015,shot,gun,36,M,W,Melbourne,FL,FALSE,attack,Not fleeing,FALSE
+Gene Marshall,6/7/2015,shot,gun,58,M,W,Woodland,WA,TRUE,attack,Not fleeing,FALSE
+James Johnson,6/8/2015,shot,gun,54,M,,Beech Grove,IN,TRUE,attack,Not fleeing,FALSE
+Rene Garcia,6/8/2015,shot,knife,30,M,H,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Richard Warolf,6/8/2015,shot,gun,69,M,W,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Jeremy Linhart,6/9/2015,shot,unarmed,30,M,W,Findlay,OH,FALSE,attack,Not fleeing,FALSE
+Greg  Hartley,6/9/2015,shot,gun,45,M,W,Tomball,TX,FALSE,attack,Car,FALSE
+QuanDavier Hicks,6/9/2015,shot,gun,22,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Ryan Bolinger,6/9/2015,shot,unarmed,28,M,W,Des Moines,IA,FALSE,other,Car,FALSE
+Isiah Hampton,6/10/2015,shot,gun,19,M,B,Bronx,NY,FALSE,attack,Not fleeing,FALSE
+Charles Ziegler,6/11/2015,shot,gun,40,M,B,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+Raymond  Phillips,6/11/2015,shot,gun,86,M,,Columbia,TN,TRUE,attack,Not fleeing,FALSE
+Fritz Severe,6/11/2015,shot,undetermined,46,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Mark Flores,6/11/2015,shot,gun,28,M,H,Bexar County,TX,TRUE,attack,Not fleeing,FALSE
+Raymond Peralta-Lantigua,6/11/2015,shot,knife,22,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Shelly Haendiges,6/12/2015,shot,toy weapon,17,F,W,Kokomo,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Hodge,6/13/2015,shot,gun,46,M,W,Fort Wayne,IN,FALSE,attack,Not fleeing,FALSE
+Deng Manyoun,6/13/2015,shot,flagpole,35,M,B,Louisville,KY,FALSE,other,Not fleeing,FALSE
+James Boulware,6/13/2015,shot,guns and explosives,35,M,W,Hutchins,TX,TRUE,attack,Not fleeing,FALSE
+Kenneth Garcia,6/14/2015,shot,,28,M,H,Stockton,CA,FALSE,attack,Car,FALSE
+Zane Terryn,6/14/2015,shot,gun,15,M,W,Cocoa,FL,TRUE,attack,Not fleeing,FALSE
+Kris Jackson,6/15/2015,shot,unarmed,22,M,B,South Lake Tahoe,CA,FALSE,other,Foot,FALSE
+Christopher DeLeon,6/16/2015,shot,gun,28,M,H,Visalia,CA,FALSE,attack,Not fleeing,FALSE
+Joe Charboneau,6/16/2015,shot,gun,31,M,N,Wood Lake,ND,FALSE,attack,Not fleeing,FALSE
+Wendy Chappell,6/17/2015,shot,gun,40,F,W,Clanton,AL,FALSE,attack,Car,FALSE
+Kenneth Lanphier,6/17/2015,shot,gun,48,M,W,Hobbs,NM,TRUE,attack,Not fleeing,FALSE
+Oleg Tcherniak,6/18/2015,shot,knife,58,M,W,Coney Island,NY,FALSE,attack,Foot,FALSE
+Santos Laboy,6/19/2015,shot,knife,44,M,H,Boston,MA,TRUE,other,Foot,FALSE
+Trepierre Hummons,6/19/2015,shot,gun,21,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Louis Atencio,6/19/2015,shot,gun,50,M,H,Greeley,CO,FALSE,attack,Not fleeing,FALSE
+Alfontish Cockerham,6/20/2015,shot,gun,23,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Adrian Simental,6/21/2015,shot,unarmed,24,M,H,Azusa,CA,TRUE,other,Not fleeing,FALSE
+Charles  Marshall,6/21/2015,shot,cordless drill,49,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+James Monroe Barrett,6/22/2015,shot,gun,60,M,W,Ronda,NC,FALSE,attack,Foot,FALSE
+Eduardo Reyes,6/22/2015,shot,gun,35,M,H,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+Tyler Wicks,6/22/2015,shot,gun,29,M,W,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Tyrone Harris,6/22/2015,shot,gun,20,M,B,Pittsburgh,PA,FALSE,attack,Car,FALSE
+Joshua Dyer,6/23/2015,shot,unarmed,34,M,W,Indianapolis,IN,FALSE,other,Car,FALSE
+Jonathan Wilson,6/23/2015,shot,knife,22,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Randall Waddel,6/23/2015,shot,knife,49,M,W,Weatherford,TX,TRUE,other,Foot,FALSE
+Taylor Culbertson,6/23/2015,shot,gun,32,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Damien A. Harrell,6/24/2015,shot,gun,26,M,B,York County,VA,FALSE,attack,Not fleeing,TRUE
+Spencer McCain,6/25/2015,shot,unarmed,41,M,B,Owings Mills,MD,TRUE,other,Not fleeing,FALSE
+Gilbert Jake Vanderburgh,6/25/2015,shot,gun,61,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Richard Matt,6/26/2015,shot,gun,49,M,W,Malone,NY,FALSE,attack,Other,FALSE
+Joe Angel Cisneros,6/26/2015,shot,gun,28,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Joshua Crittenden,6/27/2015,shot,gun,35,M,W,Tahlequah,OK,FALSE,attack,Not fleeing,TRUE
+Alan  Bellew,6/28/2015,shot,toy weapon,29,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Richard LaPort,6/29/2015,shot,gun,51,M,W,Edinburg,NY,TRUE,attack,Not fleeing,FALSE
+Clay Alan  Lickteig,6/30/2015,shot,gun,52,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Kevin Lamont Judson,7/1/2015,shot,,24,M,B,McMinnville,OR,FALSE,attack,Foot,FALSE
+Kaleb Landon,7/1/2015,shot,gun,32,M,W,Josephine County,OR,FALSE,attack,Car,FALSE
+Douglas Buckley,7/2/2015,shot,toy weapon,45,M,W,Brockton,MA,TRUE,attack,Not fleeing,FALSE
+Ton Nguyen,7/2/2015,shot,knife,60,M,A,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Victor Emanuel Larosa,7/2/2015,shot,unarmed,23,M,B,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Brian Johnson,7/2/2015,shot,crossbow,59,M,,Meadow Bridge,WV,TRUE,attack,Not fleeing,FALSE
+Arturo Lopez,7/3/2015,shot,gun,46,M,H,Lancaster,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Camacho,7/3/2015,shot,gun,33,M,H,Camden,NJ,TRUE,attack,Not fleeing,FALSE
+Joseph Julian,7/3/2015,shot,gun,40,M,W,Miami Beach,FL,FALSE,attack,Not fleeing,FALSE
+Cesar A. Limon Juarez,7/3/2015,shot and Tasered,knife,27,M,H,West Covina,CA,FALSE,attack,Not fleeing,FALSE
+Robert Elando Malone,7/4/2015,shot,gun,42,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Michael Shannon Gaby,7/4/2015,shot,gun,37,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Kawanza Beaty,7/4/2015,shot,gun,23,M,B,Newport News,VA,FALSE,attack,Foot,FALSE
+Bryan David Bauer,7/4/2015,shot,gun,36,M,W,Henderson,NV,FALSE,attack,Not fleeing,FALSE
+John Deming,7/5/2015,shot,unarmed,19,M,W,Pleasanton,CA,FALSE,attack,Foot,FALSE
+Michael Holt,7/5/2015,shot,gun,35,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Johnny Ray Anderson,7/5/2015,shot,unarmed,43,M,W,Hawaiian Gardens,CA,FALSE,other,Not fleeing,FALSE
+Richard Munroe,7/5/2015,shot and Tasered,toy weapon,25,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Tyler Rogers,7/6/2015,shot,gun,20,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Hagen Esty-Lennon,7/6/2015,shot,knife,42,M,W,Bath,NH,TRUE,other,Not fleeing,TRUE
+Jason Hendley,7/6/2015,shot,knife,29,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+David Oliva Sarabia,7/6/2015,shot and Tasered,knife,42,M,H,Atwater,CA,FALSE,attack,Car,FALSE
+John Leonard Berry,7/6/2015,shot and Tasered,,31,M,W,Lakewood,CA,TRUE,attack,Other,FALSE
+Marcellus Jamarcus Burley,7/7/2015,shot,gun,18,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Adam Dujanovic,7/7/2015,shot,metal pole,33,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Joe Cody,7/7/2015,shot,gun,59,M,W,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,7/7/2015,shot,gun,47,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Jose Graciano Lopez,7/7/2015,shot,gun,39,M,H,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Tremaine Dantzler,7/7/2015,shot,knife,37,M,B,Atlantic City,NJ,FALSE,attack,Foot,FALSE
+Nicholas Booth,7/7/2015,shot,gun,35,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Joshua Blough,7/7/2015,shot,knife,28,M,W,Elizabethtown,KY,FALSE,other,Not fleeing,FALSE
+Michael Terence Westrich,7/8/2015,shot,gun,59,M,W,Beaverton,OR,FALSE,attack,Not fleeing,FALSE
+Dallas Shatley,7/8/2015,shot,,62,M,W,Ashe County,NC,FALSE,attack,Car,TRUE
+Rocco Joseph Palmisano,7/9/2015,shot,gun,50,M,W,Parowan,UT,FALSE,attack,Not fleeing,FALSE
+Robert Hammonds,7/9/2015,shot,gun,68,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Martice Milliner,7/9/2015,shot,gun,27,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Cyrus Hurtado,7/9/2015,shot,gun,17,M,W,Boulder Creek,CA,TRUE,attack,Not fleeing,FALSE
+Javon Hawkins,7/9/2015,shot,sword,21,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Neil White,7/9/2015,shot and Tasered,Taser,38,M,W,Los Angeles,CA,FALSE,attack,Other,FALSE
+James Michael Todora,7/10/2015,shot,gun,54,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Freddie Blue,7/10/2015,shot,gun,20,M,B,Covington,GA,FALSE,attack,Not fleeing,FALSE
+Eugene McSwain,7/10/2015,shot,gun,25,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Billy Maine,7/11/2015,shot,gun,31,M,W,Olivehurst,CA,FALSE,attack,Not fleeing,FALSE
+Paul Castaway,7/12/2015,shot,knife,35,M,N,Denver,CO,TRUE,other,Foot,FALSE
+David Lepine,7/12/2015,shot,gun,60,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Matthew Watson,7/12/2015,shot,gun,24,M,W,River Forest,IL,FALSE,attack,Not fleeing,FALSE
+Christopher Benton,7/12/2015,shot,gun,27,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Salvado Ellswood,7/12/2015,shot and Tasered,unarmed,36,M,B,Plantation,FL,FALSE,attack,Not fleeing,FALSE
+Frederick Farmer,7/13/2015,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Matthew Ryan Graham,7/13/2015,shot,gun,24,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Rafael Suazo,7/13/2015,shot,,23,M,H,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+Jason Davis,7/13/2015,shot and Tasered,box cutter,41,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chacarion Avant,7/14/2015,shot,gun,20,M,B,Mascotte,FL,FALSE,attack,Not fleeing,FALSE
+Charles Crandall,7/14/2015,shot,gun,76,M,,Southington,OH,FALSE,attack,Not fleeing,FALSE
+Eugene Kailing,7/15/2015,shot and Tasered,metal pipe,43,M,W,Marion,MI,TRUE,other,Not fleeing,FALSE
+Antonio Gonzalez,7/16/2015,shot,sword,29,M,H,Wauwatosa,WI,TRUE,other,Not fleeing,FALSE
+Edward Foster III,7/16/2015,shot,gun,35,M,B,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Patrick Stephen Pippin,7/16/2015,shot,gun,30,M,W,Kansas City,KS,FALSE,attack,Other,FALSE
+Mohammad Youssef Abdulazeez,7/16/2015,shot,gun,24,M,O,Chattanooga,TN,TRUE,attack,Not fleeing,FALSE
+Saige Hack,7/16/2015,shot,gun,23,M,N,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Pierre Gabriel Koellner,7/16/2015,shot,gun,29,M,W,Opp,AL,FALSE,attack,Foot,FALSE
+Anthonie Smith,7/16/2015,shot and Tasered,metal hand tool,25,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Samuel Smith,7/17/2015,shot,knife,27,M,W,Seattle,WA,FALSE,other,Foot,FALSE
+Jackie Brand,7/17/2015,shot,gun,50,M,W,Needles,CA,TRUE,attack,Not fleeing,FALSE
+Darrius Stewart,7/17/2015,shot,unarmed,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Jose Roman Rodriguez,7/17/2015,shot,undetermined,24,M,H,Brownsville,TX,FALSE,other,Other,FALSE
+Albert Joseph Davis,7/17/2015,shot and Tasered,unarmed,23,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+David  Wheat Jr.,7/18/2015,shot,knife,22,M,W,Fort Collins,CO,TRUE,attack,Not fleeing,FALSE
+Kevin Thomas Snyder,7/18/2015,shot,gun,46,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Charles Edward Dewey,7/18/2015,shot,gun,65,M,W,Colby,KS,FALSE,attack,Not fleeing,FALSE
+Samuel DuBose,7/19/2015,shot,unarmed,43,M,B,Mt. Auburn,OH,FALSE,other,Car,TRUE
+Joshua LeBoeuf,7/20/2015,shot,gun,35,M,W,Winnie,TX,FALSE,attack,Other,FALSE
+Troy Francis,7/20/2015,shot,knife,54,M,,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Darren Billy Wilson,7/21/2015,shot,unarmed,47,M,W,White,GA,FALSE,other,Not fleeing,FALSE
+Joseph Fuller,7/21/2015,shot,gun,24,M,W,Oakland Park,FL,FALSE,other,Car,FALSE
+Jerrod Tyre,7/21/2015,shot,gun,35,M,W,Jesup,GA,FALSE,attack,Not fleeing,FALSE
+Francisco Benitez-Santiago,7/22/2015,shot,gun,25,M,H,Monroe,WI,FALSE,attack,Not fleeing,FALSE
+Devon Guisherd,7/22/2015,shot,gun,27,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Andre Dontrell Williams,7/22/2015,shot and Tasered,knife,26,M,B,Oklahoma City,OK,FALSE,other,Other,FALSE
+Dontae L. Martin,7/23/2015,shot,gun,34,M,B,Dayton,OH,FALSE,attack,Not fleeing,FALSE
+Brian Stortzum,7/23/2015,shot,gun,32,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,FALSE
+Robbie Lee Edison,7/23/2015,shot,toy weapon,47,M,W,Douglas,WY,FALSE,attack,Not fleeing,FALSE
+Tamala Satre,7/23/2015,shot,gun,44,F,W,Meadow Vista,CA,TRUE,attack,Not fleeing,FALSE
+Derek Wolfsteller,7/23/2015,shot and Tasered,unarmed,31,M,W,Plymouth,MN,TRUE,attack,Not fleeing,FALSE
+Seth Raines,7/24/2015,shot,gun,44,M,W,Studio City,CA,FALSE,attack,Not fleeing,FALSE
+Lee Aaron Gerston,7/24/2015,shot and Tasered,knife,30,M,W,Pinnacle,NC,FALSE,other,Not fleeing,FALSE
+Christopher Olmstead,7/25/2015,shot,blunt object,60,M,W,New Orleans,LA,TRUE,attack,Car,FALSE
+Roger Braswell,7/25/2015,shot,gun,50,M,W,Decatur,GA,TRUE,attack,Not fleeing,FALSE
+Bryan Keith  Day,7/25/2015,shot,toy weapon,36,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Earl Jackson,7/25/2015,shot,gun,59,M,B,Micanopy,FL,FALSE,attack,Not fleeing,FALSE
+Khari Westly,7/26/2015,shot,gun,33,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Zachary Hammond,7/26/2015,shot,,19,M,W,Seneca,SC,FALSE,other,Other,FALSE
+Timothy Milliken,7/27/2015,shot,knife,56,M,W,Irmo,SC,FALSE,attack,Not fleeing,FALSE
+Jean Paul Falgout,7/27/2015,shot,toy weapon,45,M,W,Houma,LA,TRUE,attack,Car,FALSE
+Samuel Forgy,7/27/2015,shot and Tasered,knife,22,M,W,Boulder,CO,FALSE,other,Not fleeing,FALSE
+Timothy Johnson,7/28/2015,shot,knife,41,M,,Manila,AR,FALSE,other,Not fleeing,FALSE
+Michael Malone,7/29/2015,shot,gun,34,M,H,Las Cruces,NM,FALSE,undetermined,Foot,FALSE
+Roger Darrin Barker,7/29/2015,shot,gun,53,M,W,Logan,UT,TRUE,attack,Not fleeing,FALSE
+Mark Perkins,7/30/2015,shot,gun,48,M,W,Gardnerville Ranchos,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Daniel Vrenon,7/30/2015,shot,gun,25,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Philip Vallejo,7/30/2015,shot,gun,30,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Oscar Lotari Romero,7/30/2015,shot and Tasered,metal stick,47,M,H,Whittier,CA,FALSE,attack,Not fleeing,FALSE
+Rafael Molina,7/31/2015,shot,gun,33,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Jeremy  Hatch,7/31/2015,shot,gun,34,M,W,Roswell,NM,FALSE,attack,Not fleeing,FALSE
+David  Cook,8/1/2015,shot,gun,52,M,,Nitro,WV,FALSE,attack,Not fleeing,FALSE
+Armando Serrano,8/1/2015,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Virgil Reynolds,8/2/2015,shot,,63,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+Antonio Clements,8/3/2015,shot,gun,49,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Malave,8/3/2015,shot,gun,18,M,W,Campbelltown,PA,FALSE,attack,Foot,FALSE
+Franklin Short,8/3/2015,shot,gun,71,M,W,Powhatan County,VA,FALSE,attack,Not fleeing,FALSE
+Shawn Ruble,8/3/2015,shot,toy weapon,35,M,W,Muncie,IN,TRUE,attack,Not fleeing,FALSE
+Daniel Robert Avila,8/4/2015,shot,undetermined,55,M,H,San Diego County,CA,TRUE,other,Not fleeing,FALSE
+Darius D. Graves,8/4/2015,shot,gun,31,M,B,Rantoul,IL,TRUE,undetermined,Not fleeing,TRUE
+Tyler Alexander Dattilo,8/5/2015,shot,knife,18,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+John Dieringer,8/5/2015,shot,knife,51,M,W,Greenfield,WI,TRUE,other,Not fleeing,FALSE
+Raymond Hodge,8/5/2015,shot,gun,39,M,B,Maui,HI,FALSE,attack,Not fleeing,FALSE
+Keshawn Dominique Hargrove,8/5/2015,shot,gun,20,M,B,Richmond,VA,FALSE,attack,Foot,FALSE
+Vincente Montano,8/5/2015,shot,hatchet,29,M,W,Antioch,TN,TRUE,attack,Not fleeing,FALSE
+Jason Galaviz,8/5/2015,shot,gun,40,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Gustavo Ponce-Galon,8/6/2015,shot,knife,42,M,H,Elsmere,KY,FALSE,attack,Not fleeing,FALSE
+Charles Bertram,8/6/2015,shot,gun,22,M,B,El Paso,TX,FALSE,attack,Car,FALSE
+Christian Taylor,8/7/2015,shot,unarmed,19,M,B,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Abel Correa,8/7/2015,shot,sharp object,24,M,H,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Aaron Marchese,8/7/2015,shot,toy weapon,30,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Mark Keckhafer,8/7/2015,shot,,53,M,W,Superior,MT,FALSE,other,Car,FALSE
+Tsombe Clark,8/7/2015,shot,gun,25,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Derrick Lee Hunt,8/7/2015,shot,knife,28,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Roderick Burr,8/8/2015,shot,gun,33,M,,Brookshire,TX,FALSE,attack,Not fleeing,FALSE
+Shamir Terrel Palmer,8/8/2015,shot,gun,24,M,B,Summerville,SC,FALSE,attack,Car,FALSE
+Jeffrey Clyde Wilkes,8/8/2015,shot,gun,59,M,W,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+Kevin McDaniel,8/8/2015,shot,gun,46,M,W,Spokane,WA,FALSE,attack,Not fleeing,FALSE
+Andre Green,8/9/2015,shot,,15,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Eric Tompkins,8/9/2015,shot,gun,41,M,W,Ardmore,OK,TRUE,attack,Not fleeing,FALSE
+Robert Patrick Quinn,8/9/2015,shot,toy weapon,77,M,,Pittston,PA,TRUE,attack,Not fleeing,FALSE
+Edrian Rivera,8/9/2015,shot,meat cleaver,22,M,H,San Jose,CA,FALSE,attack,Foot,FALSE
+Richard Tyler Young,8/10/2015,shot,,24,M,W,Gilbert,AZ,FALSE,other,Not fleeing,FALSE
+Casey George Alarcon,8/11/2015,shot,gun,34,M,W,Sandpoint,ID,FALSE,attack,Not fleeing,FALSE
+Randall Lance Hughes,8/11/2015,shot and Tasered,knife,48,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Richard Dean Shull Jr.,8/12/2015,shot,gun,24,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Nathaniel Wilks,8/12/2015,shot,gun,27,M,B,Oakland,CA,FALSE,attack,Car,TRUE
+Anthony Lorenzo Vallejo,8/12/2015,shot,gun,27,M,H,Hemet,CA,FALSE,attack,Car,FALSE
+Reginald Marshall,8/12/2015,shot,gun,27,M,B,Toledo,OH,FALSE,attack,Car,FALSE
+William Smith,8/12/2015,shot,gun,49,M,W,Hobbs,NM,FALSE,undetermined,Car,FALSE
+Redel Jones,8/12/2015,shot and Tasered,knife,30,F,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Garland Tyree,8/14/2015,shot,gun,38,M,B,Staten Island,NY,FALSE,attack,Not fleeing,FALSE
+Hector Rene Sorriano Gonzalez,8/14/2015,shot,gun,26,M,H,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Asshams Pharoah Manley,8/14/2015,shot,unarmed,30,M,B,District Heights,MD,TRUE,attack,Foot,FALSE
+Christopher Anderson,8/14/2015,shot and Tasered,box cutter,53,M,W,Bolton,CT,FALSE,attack,Car,FALSE
+Allen Matthew Baker,8/15/2015,shot,gun,23,M,B,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Benjamin Peter Ashley,8/15/2015,shot,,34,M,B,Inyokern,CA,FALSE,attack,Not fleeing,FALSE
+Jonathon  Pope,8/15/2015,shot,gun,30,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+John Unsworth,8/15/2015,shot and Tasered,unarmed,43,M,W,Hanover,IN,FALSE,attack,Not fleeing,FALSE
+Matthew Castillo,8/16/2015,shot,gun,29,M,H,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Steven B. Norton,8/16/2015,shot,gun,47,M,W,Kerrville,TX,FALSE,attack,Not fleeing,FALSE
+Frederick Roy,8/17/2015,shot,gun,35,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Richard Jacquez,8/17/2015,shot,unarmed,40,M,H,San Jose,CA,FALSE,other,Foot,FALSE
+Mansur Ball-Bey,8/19/2015,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Deviere Ernel Ransom,8/19/2015,shot,gun,24,M,B,Bloomfield Township,MI,FALSE,attack,Car,FALSE
+Jason Hale,8/19/2015,shot,gun,29,M,W,Hunters,WA,TRUE,attack,Foot,FALSE
+Wade Allen Baker,8/19/2015,shot,gun,44,M,W,Canton,NC,TRUE,attack,Not fleeing,FALSE
+Raul Herrera,8/20/2015,shot,gun,17,M,H,Ontario,CA,TRUE,attack,Not fleeing,FALSE
+Tyler Gerken,8/20/2015,shot,gun,19,M,W,Beverly,OH,TRUE,attack,Not fleeing,FALSE
+Jeffory Ray Tevis,8/20/2015,shot and Tasered,unarmed,50,M,W,Tuscaloosa,AL,TRUE,attack,Not fleeing,FALSE
+Timmy Walling,8/21/2015,shot,gun,57,M,W,Grapeview,WA,TRUE,attack,Not fleeing,FALSE
+Charles S. Hall,8/21/2015,shot,,30,M,W,North East,MD,FALSE,attack,Car,FALSE
+Alan Joseph Rushton,8/21/2015,shot,knife,38,M,W,Wake Forest,NC,FALSE,other,Not fleeing,FALSE
+Adam Schneider,8/22/2015,shot,gun,31,M,W,Cohasset,MN,FALSE,attack,Not fleeing,FALSE
+Jason Lee Alderman,8/22/2015,shot,carjack,29,M,W,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Nicholas Garner,8/22/2015,shot,,26,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Kenneth Henry Morgan,8/22/2015,shot,knife,64,M,W,King George,VA,FALSE,other,Not fleeing,FALSE
+Thaddeus Faison,8/22/2015,shot and Tasered,gun,39,M,B,Troy,NY,FALSE,attack,Foot,FALSE
+William Lee Snider,8/23/2015,shot,gun,57,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Richard Francis Compo,8/23/2015,shot,gun,36,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Ray Tompkins,8/23/2015,shot,gun,36,M,W,Arab,AL,FALSE,attack,Car,FALSE
+Julian Hoffman,8/23/2015,shot,toy weapon,21,M,W,Brick Township,NJ,FALSE,attack,Not fleeing,FALSE
+Bobby Troledge Norris,8/23/2015,shot,gun,53,M,B,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Marvin Maestas,8/25/2015,shot,gun,30,M,H,Santa Fe,NM,FALSE,attack,Foot,FALSE
+Curtis Smith,8/25/2015,shot,knife,34,M,B,West Chester,PA,FALSE,attack,Not fleeing,FALSE
+Todd Tomlinson,8/25/2015,shot,gun,53,M,W,Thonotosassa,FL,FALSE,attack,Not fleeing,FALSE
+Shane Rudolph,8/25/2015,shot,gun,45,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Marvin Arroliga,8/25/2015,shot,gun,22,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Steven Dodd,8/26/2015,shot,toy weapon,22,M,W,Hendersonville,TN,TRUE,attack,Not fleeing,FALSE
+Brent Pickard,8/26/2015,shot,gun,46,M,W,Chattanooga,TN,FALSE,attack,Car,FALSE
+Kyle Lambrose,8/26/2015,shot,gun,27,M,W,West Jordan,UT,TRUE,attack,Not fleeing,FALSE
+Yonas Alehegne,8/27/2015,shot,chain,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Robert Hober,8/27/2015,shot,box cutter,54,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Manuel Soriano,8/27/2015,shot,contractor's level,29,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bertrand Davis,8/27/2015,shot and Tasered,box cutter,42,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Gilbert Flores,8/28/2015,shot,undetermined,41,M,H,San Antonio,TX,TRUE,undetermined,Not fleeing,FALSE
+William Evans,8/28/2015,shot,gun,28,M,W,Spanish Fork,UT,TRUE,attack,Not fleeing,TRUE
+Felix Kumi,8/28/2015,shot,unarmed,61,M,B,Mount Vernon,NY,FALSE,other,Not fleeing,FALSE
+Devin Brian Dial,8/28/2015,shot,gun,23,M,W,Longview,TX,FALSE,attack,Not fleeing,FALSE
+James Marcus Brown,8/29/2015,shot,gun,25,M,B,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+Roger Albrecht,8/29/2015,shot,knife,,M,W,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Rafael Cruz Jr,8/29/2015,shot,unarmed,29,M,H,Chicago,IL,FALSE,undetermined,Car,FALSE
+Shawn Hall,8/30/2015,shot,gun,20,M,W,Cushing,OK,FALSE,attack,Not fleeing,FALSE
+David M.  Leon,8/30/2015,shot,gun,40,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+William Rippley,8/31/2015,shot,knife,45,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Cedric Maurice Williams,9/1/2015,shot,guns and explosives,33,M,B,Bluefield,WV,FALSE,attack,Foot,FALSE
+Charles Robert Shaw,9/1/2015,shot,gun,76,M,W,Twinsburg,OH,FALSE,attack,Not fleeing,FALSE
+Michael Todd Evans,9/1/2015,shot,gun,47,M,W,Artesia,NM,FALSE,attack,Not fleeing,FALSE
+Arthur Bates,9/2/2015,shot,gun,45,M,W,Prescott,AZ,TRUE,attack,Not fleeing,TRUE
+Freddy Centeno,9/3/2015,shot,unarmed,40,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Curtis James Meyer,9/4/2015,shot,gun,37,M,W,Mitchell,SD,TRUE,attack,Not fleeing,FALSE
+Richard Keith Kelley,9/4/2015,shot,gun,27,M,W,Weitchpec,CA,FALSE,attack,Car,FALSE
+Sully Lanier,9/4/2015,shot,gun,36,M,W,Springtown,TX,FALSE,attack,Not fleeing,FALSE
+Harrison Lambert,9/4/2015,shot,knife,23,M,W,Merrimack,NH,TRUE,other,Not fleeing,FALSE
+Jose Ramon Damiani Jr,9/4/2015,shot and Tasered,metal pipe,49,M,H,French Lick,IN,FALSE,attack,Not fleeing,FALSE
+La'vante Trevon Biggs,9/5/2015,shot,toy weapon,21,M,B,Durham,NC,TRUE,attack,Not fleeing,FALSE
+Luis Wenceslao,9/5/2015,shot,metal pipe,32,M,H,Ontario,CA,TRUE,other,Not fleeing,TRUE
+Angelo Delano Perry,9/5/2015,shot,gun,35,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+India Kager,9/5/2015,shot,unarmed,28,F,B,Virginia Beach,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Yero,9/6/2015,shot,gun,59,M,H,Little Havana,FL,FALSE,attack,Car,FALSE
+Mohamed Ibrahim,9/6/2015,shot,gun,28,M,B,Shreveport,LA,TRUE,attack,Car,FALSE
+William Verrett,9/6/2015,shot,gun,45,M,W,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Casimero Carlos Casillas,9/7/2015,shot,metal pipe,45,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Tristan Vent,9/8/2015,shot,gun,19,M,N,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Dustin Kuik,9/9/2015,shot,gun,25,M,W,Ashwaubenon,WI,FALSE,attack,Not fleeing,FALSE
+Tyrone Holman,9/9/2015,shot,guns and explosives,37,M,B,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Vincent J. Perdue,9/9/2015,shot,gun,33,M,N,Fairbanks,AK,FALSE,attack,Car,FALSE
+William Chau,9/9/2015,shot,knife,59,M,A,El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Tian Ma,9/10/2015,shot,knife,31,M,A,Potsdam,NY,FALSE,attack,Not fleeing,FALSE
+Bruce Santino,9/10/2015,shot,knife,35,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Brandon Foy,9/10/2015,shot,gun,29,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+ Austin Wilburly  Reid,9/10/2015,shot,gun,32,M,W,Lodi,CA,FALSE,attack,Foot,FALSE
+Eddie Tapia,9/10/2015,shot,gun,41,M,H,Downey,CA,FALSE,attack,Car,FALSE
+Robert T. Edwards,9/11/2015,shot,gun,31,M,W,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Phillip Pfleghardt,9/11/2015,shot,gun,44,M,W,Broomfield,CO,FALSE,attack,Car,FALSE
+Derick Davis,9/12/2015,shot,undetermined,23,M,W,Sylacauga,AL,FALSE,undetermined,Other,FALSE
+Jack Stevens Jr.,9/12/2015,shot,gun,45,M,W,West Knox,TN,FALSE,attack,Not fleeing,FALSE
+Martin Francis Hammen,9/13/2015,shot,gun,39,M,W,Wellman,IA,TRUE,attack,Not fleeing,FALSE
+Clifford Butler,9/13/2015,shot,gun,67,M,B,McAlester,OK,TRUE,attack,Not fleeing,FALSE
+Jeffrey Eugene Brooks,9/13/2015,shot,gun,29,M,W,Clute,TX,FALSE,attack,Car,FALSE
+Joseph Thompson Johnson-Shanks,9/14/2015,shot,gun,25,M,B,Princeton,KY,FALSE,attack,Car,FALSE
+David Todd Powell,9/14/2015,shot,unarmed,28,M,W,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+Tyrone Bass,9/15/2015,shot,unknown weapon,21,M,B,Chalmette,LA,FALSE,attack,Not fleeing,FALSE
+Florencio Chaidez,9/15/2015,shot,gun,32,M,H,Panorama City,CA,FALSE,attack,Not fleeing,TRUE
+Jorge  Suarez-Ruiz,9/15/2015,shot,gun,51,M,H,Miami,FL,TRUE,undetermined,Car,FALSE
+Carlos Wilhelm,9/15/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bobby R. Anderson,9/15/2015,shot,gun,27,M,B,Alexandria,LA,FALSE,other,Not fleeing,FALSE
+Rory Lynn Gunderman,9/16/2015,shot,gun,31,M,W,Lead,SD,TRUE,attack,Foot,FALSE
+Mark Gary,9/17/2015,shot,gun,50,M,W,Beaverton,MI,FALSE,attack,Not fleeing,FALSE
+Lawrence Price,9/17/2015,shot,gun,,M,W,Brodhead,KY,FALSE,attack,Not fleeing,FALSE
+Nicholas Alan Johnson,9/18/2015,shot,,32,M,W,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Gregory Herrell,9/18/2015,shot,undetermined,47,M,W,Dickson,TN,FALSE,undetermined,Not fleeing,FALSE
+Lucien Rolland,9/19/2015,shot,gun,46,M,W,Slidell,LA,FALSE,attack,Car,FALSE
+Scott Beech,9/19/2015,shot,gun,57,M,W,Washington County,AL,TRUE,attack,Not fleeing,TRUE
+Michael Thomas Pierce,9/20/2015,shot,gun,23,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,TRUE
+Jerrald Wright,9/20/2015,shot,gun,56,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Gerardo Ramirez,9/21/2015,shot,gun,24,M,H,Dallas,TX,TRUE,attack,Not fleeing,FALSE
+William Spaits,9/21/2015,shot,gun,27,M,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Tina Money,9/21/2015,shot,gun,23,F,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Timothy Wagner,9/21/2015,shot,gun,26,M,W,Barberville,FL,FALSE,attack,Not fleeing,FALSE
+Dominic Fuller,9/21/2015,shot,stapler,34,M,H,Auburndale,FL,FALSE,other,Foot,FALSE
+Steven McKenny,9/21/2015,shot and Tasered,unarmed,21,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Dante Osborne,9/22/2015,shot,gun,32,M,B,Oakland,CA,FALSE,attack,Car,FALSE
+Joel Dixon Smith,9/22/2015,shot,gun,33,M,W,Niceville,FL,TRUE,attack,Not fleeing,FALSE
+Tim Kyle Torngren,9/22/2015,shot,gun,55,M,W,Happy Valley,CA,TRUE,attack,Not fleeing,FALSE
+Donaven Kyle Anderson,9/22/2015,shot,gun,26,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Robert Berger,9/23/2015,shot,knife,48,M,O,Salt Lake City,UT,FALSE,attack,Not fleeing,FALSE
+Joseph Khammash,9/23/2015,shot,gun,35,M,W,McKinney,TX,FALSE,attack,Not fleeing,FALSE
+Keith Harrison McLeod,9/23/2015,shot,unarmed,19,M,B,Reisterstown,MD,FALSE,other,Foot,FALSE
+Kenneth Ray Pinter,9/23/2015,shot,gun,45,M,W,Grayson County,VA,FALSE,attack,Not fleeing,FALSE
+Jeremy McDole,9/23/2015,shot,gun,28,M,B,Wilmington,DE,TRUE,undetermined,Not fleeing,FALSE
+Ernesto Medina Lopez,9/24/2015,shot,knife,42,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Patrick O'Grady,9/24/2015,shot,gun,17,M,W,Fountain,CO,FALSE,attack,Not fleeing,FALSE
+Philip Quinn,9/24/2015,shot,screwdriver,30,M,O,St. Paul,MN,TRUE,other,Not fleeing,FALSE
+William Lemmon,9/25/2015,shot,unarmed,21,M,W,Akron,OH,TRUE,undetermined,Other,FALSE
+Jeffrey Blood,9/25/2015,shot,gun,45,M,W,Wilhoit,AZ,FALSE,attack,Not fleeing,FALSE
+James Anderson,9/25/2015,shot and Tasered,box cutter,33,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Anthony McKinney,9/26/2015,shot,knife,46,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Alejandro Lerma,9/26/2015,shot,gun,23,M,H,Lovington,NM,FALSE,attack,Not fleeing,FALSE
+Norma Angelica Guzman,9/27/2015,shot,knife,37,F,H,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Christopher Shell,9/27/2015,shot,gun,43,M,W,Rossville,GA,FALSE,attack,Not fleeing,FALSE
+Victor Oswaldo Coronado-Martinez,9/27/2015,shot,gun,40,M,H,Ponder,TX,FALSE,attack,Not fleeing,FALSE
+Alberto Hernandez,9/28/2015,shot,toy weapon,59,M,H,San Ysidro,CA,FALSE,attack,Not fleeing,TRUE
+Junior Prosper,9/28/2015,shot and Tasered,unarmed,31,M,B,Miami,FL,FALSE,attack,Foot,FALSE
+Patrick Stephen Lundstrom,9/29/2015,shot,blunt object,46,M,N,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Robert  Christen,9/29/2015,shot,unarmed,37,M,W,Mora,MN,FALSE,attack,Not fleeing,FALSE
+Brandon Lamar Johnson,9/30/2015,shot,gun,28,M,B,Beckley,WV,FALSE,attack,Car,FALSE
+David M. Diaz,10/2/2015,shot,gun,28,M,H,Sierra Vista,AZ,FALSE,attack,Car,FALSE
+Phyllis Ilene Jepsen,10/2/2015,shot,knife,55,F,W,Aloha,OR,TRUE,other,Not fleeing,FALSE
+Matthew Dobbins,10/2/2015,shot,unarmed,29,M,W,Amarillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Christian Pena,10/2/2015,shot and Tasered,knife,26,M,H,Rialto,CA,FALSE,attack,Not fleeing,FALSE
+James Joseph Byrd,10/4/2015,shot,beer bottle,45,M,,Van Nuys,CA,FALSE,undetermined,Not fleeing,FALSE
+Eric Edgell,10/4/2015,shot,gun,27,M,W,Muscle Shoals,AL,TRUE,attack,Foot,FALSE
+Jeffery McCallum,10/4/2015,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+James  Dunaway,10/5/2015,shot,gun,51,M,W,Hurst,TX,FALSE,attack,Foot,FALSE
+Rodney Jencsik,10/5/2015,shot,gun,50,M,W,Woodbridge,NJ,FALSE,attack,Not fleeing,FALSE
+Omar Ali,10/5/2015,shot,unarmed,27,M,O,Akron,OH,FALSE,other,Not fleeing,FALSE
+Charles A. Pettit,10/5/2015,shot,gun,18,M,B,Midwest City,OK,FALSE,attack,Not fleeing,FALSE
+Donald Miller II,10/6/2015,shot,gun,39,M,,Monterey,CA,TRUE,attack,Not fleeing,FALSE
+Amado Lago,10/7/2015,shot,machete,46,M,H,West Palm Beach,FL,FALSE,attack,Not fleeing,FALSE
+Gary Carmona Boitano,10/9/2015,shot,knife,19,M,B,Columbia,MD,FALSE,other,Not fleeing,FALSE
+Margaret Wagner,10/9/2015,shot,gun,62,F,,Aguanga,CA,FALSE,attack,Not fleeing,FALSE
+Christopher Whitmarsh,10/10/2015,shot,,49,M,W,Beverly,MA,TRUE,attack,Not fleeing,FALSE
+Richard Love,10/10/2015,shot,gun,31,M,W,Old Saybrook,CT,FALSE,attack,Not fleeing,FALSE
+William Combs,10/10/2015,shot,,38,M,W,Pinion Hills,CA,TRUE,other,Car,FALSE
+Travis Quay,10/10/2015,shot,crossbow,40,M,W,Cato Township,MI,FALSE,attack,Not fleeing,FALSE
+Anthony Aguilar,10/10/2015,shot and Tasered,unknown weapon,35,M,H,Lisle,IL,FALSE,undetermined,Not fleeing,FALSE
+Joe Pasquez Ortiz,10/11/2015,shot,undetermined,34,M,H,San Bernardino,CA,FALSE,undetermined,Other,FALSE
+Kevin Lau,10/11/2015,shot,gun,44,M,A,Lakes Charles,LA,FALSE,attack,Not fleeing,FALSE
+Bernard Brandon Powers,10/11/2015,shot,gun,23,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Robert Humberto Medellin,10/11/2015,shot,machete,43,M,H,West Odessa,TX,FALSE,other,Car,FALSE
+Jason Day,10/12/2015,shot,gun,,M,B,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Rudolph Smith,10/12/2015,shot,gun,31,M,W,Brookhaven,MS,FALSE,attack,Not fleeing,FALSE
+Brent Brannon,10/14/2015,shot,gun,27,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Michelle Marie Burg,10/14/2015,shot,gun,46,F,W,Naples,FL,TRUE,attack,Car,FALSE
+Samuel Villarreal,10/14/2015,shot,,18,M,H,Indio,CA,FALSE,other,Car,FALSE
+Michael Donald Clark,10/14/2015,shot,gun,59,M,,Seaside,CA,FALSE,attack,Not fleeing,FALSE
+Leslie Portis,10/14/2015,shot,gun,57,M,B,Monroeville,AL,FALSE,attack,Not fleeing,FALSE
+Jorge Santiago Tapia,10/15/2015,shot,gun,15,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Kaleb Alexander,10/15/2015,shot,gun,25,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Linda Lee Lush,10/15/2015,shot,gun,50,F,W,Las Vegas,NV,TRUE,attack,Car,FALSE
+Michael J. Brennan,10/15/2015,shot,toy weapon,31,M,W,Parma,OH,FALSE,attack,Car,FALSE
+Robert Burgess,10/15/2015,shot,gun,35,M,W,Kirkland,WA,FALSE,attack,Foot,FALSE
+Herbert Benitez,10/15/2015,shot,gun,27,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Martin  Ryans Jr.,10/15/2015,shot,gun,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Angel Rangel,10/16/2015,shot,unarmed,27,M,H,Valinda,CA,FALSE,attack,Not fleeing,FALSE
+Jason Foreman,10/16/2015,shot,gun,45,M,,Barrow County,GA,FALSE,attack,Not fleeing,FALSE
+Ricky Javenta Ball,10/16/2015,shot,undetermined,33,M,B,Columbus,MS,FALSE,undetermined,Foot,TRUE
+Jeffrey Womack,10/16/2015,shot,gun,27,M,W,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Gino Paredes,10/17/2015,shot,toy weapon,22,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Dequan Williams,10/17/2015,shot and Tasered,knife,28,M,B,York,PA,TRUE,other,Not fleeing,FALSE
+Corey Jones,10/18/2015,shot,gun,31,M,B,Palm Beach Gardens,FL,FALSE,undetermined,Not fleeing,FALSE
+Krikor Ekizian,10/18/2015,shot,knife,28,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Dion Lamont Ramirez,10/19/2015,shot,,53,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Roger D.  Hall,10/20/2015,shot,toy weapon,30,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Lamontez Jones,10/20/2015,shot,toy weapon,39,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Joel Lopes,10/20/2015,shot,gun,40,M,H,Truth or Consequences,NM,FALSE,attack,Not fleeing,FALSE
+Darien Greenwood,10/20/2015,shot,knife,30,M,W,Mandeville,LA,FALSE,attack,Not fleeing,FALSE
+Jonathan Tyler Gossman,10/20/2015,shot,gun,21,M,W,Cedar Rapids,IA,FALSE,attack,Foot,FALSE
+Miguel Angel Marin Galena,10/21/2015,shot,knife,35,M,H,Calexico,CA,FALSE,other,Other,FALSE
+Ryan Christopher Rodriguez,10/21/2015,shot,unarmed,21,M,H,West Goshen,CA,TRUE,attack,Not fleeing,FALSE
+Timothy Arnold,10/21/2015,shot,gun,47,M,W,Kentwood,MI,TRUE,attack,Not fleeing,FALSE
+Lawrence Green,10/22/2015,shot,knife,38,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Adriene Jamarr Ludd,10/22/2015,shot,gun,36,M,B,Carmichael,CA,FALSE,attack,Car,FALSE
+Stephen H. Brock,10/22/2015,shot,undetermined,53,M,W,Pine Top,KY,FALSE,other,Not fleeing,FALSE
+Juan Ulloa,10/24/2015,shot,gun,34,M,H,Highgrove,CA,FALSE,attack,Not fleeing,FALSE
+Rolly Thomas,10/24/2015,shot,gun,34,M,B,Cape Coral,FL,FALSE,attack,Not fleeing,TRUE
+Dominic Hutchinson,10/24/2015,shot,undetermined,30,M,B,Cathedral City,CA,FALSE,undetermined,Not fleeing,FALSE
+Arthur West,10/24/2015,shot,gun,28,M,W,Zanesville,OH,TRUE,attack,Not fleeing,FALSE
+Darren Myron Fude,10/24/2015,shot,gun,47,M,W,Paddock Lake,WI,FALSE,attack,Not fleeing,FALSE
+Jon Ployhar,10/24/2015,shot,undetermined,49,M,W,Kenai Peninsula,AK,FALSE,attack,Not fleeing,FALSE
+John Tozzi,10/24/2015,shot,gun,,M,,New Paltz,NY,FALSE,attack,Not fleeing,FALSE
+John Harley Turner,10/25/2015,shot,gun,36,M,W,Talking Rock,GA,FALSE,attack,Not fleeing,FALSE
+Kevin Brunson,10/26/2015,shot,,45,M,B,Frederick,MD,FALSE,other,Not fleeing,FALSE
+Marquesha McMillan,10/26/2015,shot,gun,21,F,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Kobvey Igbuhay,10/26/2015,shot,unarmed,18,M,O,Tampa,FL,FALSE,attack,Foot,FALSE
+Tyrie Cuyler,10/27/2015,shot,gun,25,M,B,Savannah,GA,FALSE,attack,Not fleeing,TRUE
+Anthony Ashford,10/28/2015,shot,unarmed,29,M,B,Point Loma,CA,FALSE,attack,Not fleeing,FALSE
+Ricky Keith Keeton,10/28/2015,shot,gun,57,M,W,Smithville,MS,FALSE,attack,Not fleeing,FALSE
+Jerry Michael Graham Jr.,10/28/2015,shot,gun,34,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Jasper Levi Adams,10/28/2015,shot,gun,35,M,W,Salem,OR,FALSE,attack,Car,FALSE
+Deaunte Lamar Bell,10/29/2015,shot,gun,,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Allen Quintez Swader,10/29/2015,shot,gun,18,M,W,Hohenwald,TN,FALSE,attack,Not fleeing,FALSE
+Floyd Ray Cook,10/30/2015,shot,gun,62,M,W,Burkesville,KY,FALSE,attack,Other,FALSE
+Mario Martinez,10/30/2015,shot,gun,29,M,H,Mesquite,TX,FALSE,attack,Car,FALSE
+Tony Berry,10/30/2015,shot,gun,25,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Daniel Nole,10/30/2015,shot and Tasered,knife,30,M,W,Norwood,OK,FALSE,attack,Foot,FALSE
+Brian Crawford,10/30/2015,shot,gun,24,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Larry Busby,10/30/2015,shot,gun,52,M,W,Old Town,FL,FALSE,attack,Not fleeing,FALSE
+Noah Harpham,10/31/2015,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Bennie Lee Tignor,10/31/2015,shot,unarmed,56,M,B,Opelika,AL,FALSE,other,Car,FALSE
+Luverne Roy Christensen,11/1/2015,shot,gun,49,M,W,Hutchinson,MN,FALSE,attack,Not fleeing,FALSE
+Killian O'Quinn,11/1/2015,shot,gun,20,M,W,Eureka,CA,FALSE,attack,Not fleeing,FALSE
+Jack Yantis,11/1/2015,shot,gun,62,M,W,Council,ID,FALSE,undetermined,Not fleeing,TRUE
+James Covington,11/2/2015,shot,gun,62,M,B,Washington,DC,FALSE,attack,Car,FALSE
+Jeremy Mardis,11/3/2015,shot,unarmed,6,M,W,Marksville,LA,FALSE,other,Car,TRUE
+Joseph Tyndall,11/4/2015,shot,gun,30,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+John Allen,11/4/2015,shot,gun,57,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Faisal Mohammad,11/4/2015,shot,knife,18,M,O,Merced,CA,FALSE,attack,Foot,FALSE
+Timothy Gene Smith,11/4/2015,shot,unarmed,47,M,W,Pacific Beach,CA,FALSE,other,Foot,TRUE
+David  Romanoski,11/5/2015,shot,gun,48,M,W,Morgantown,WV,FALSE,attack,Not fleeing,FALSE
+James Bigley,11/5/2015,shot,gun,20,M,W,Hominy,OK,TRUE,attack,Car,FALSE
+Jacob Hohman,11/5/2015,shot,hammer,30,M,W,Lakeshire,MO,FALSE,attack,Not fleeing,FALSE
+Laura Lemieux,11/5/2015,shot,gun,36,F,W,Goose Creek,SC,TRUE,attack,Not fleeing,FALSE
+Michael  Johnson,11/6/2015,shot,gun,51,M,W,Portland,OR,TRUE,attack,Not fleeing,FALSE
+James Francis Smyth,11/6/2015,shot,,55,M,W,Las Vegas,NV,FALSE,other,Car,FALSE
+Kim Lee Long,11/6/2015,shot,undetermined,48,M,W,Wadesboro,NC,FALSE,undetermined,Not fleeing,FALSE
+Delvin Simmons,11/9/2015,shot,,20,M,B,Spartanburg,SC,FALSE,attack,Car,FALSE
+Cesar Cuellar,11/9/2015,shot,gun,25,M,H,North Laredo,TX,TRUE,attack,Not fleeing,FALSE
+Dale Maverick Hudson,11/9/2015,shot,gun,26,M,W,Braxton County,WV,FALSE,attack,Not fleeing,FALSE
+Leonel Acevedo,11/9/2015,shot,gun,45,M,H,San Jose,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Cano,11/9/2015,shot and Tasered,bean-bag gun,35,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Eddie Gabriel Sanchez,11/10/2015,shot,gun,34,M,H,Chico,CA,FALSE,attack,Not fleeing,FALSE
+Jason Leanard Mesaros,11/10/2015,shot,,36,M,H,Brighton,CO,FALSE,other,Car,FALSE
+Andrew Blake,11/10/2015,shot,gun,22,M,W,Dillon,MT,FALSE,attack,Not fleeing,FALSE
+Dana Bruce Ott,11/10/2015,shot,toy weapon,63,M,W,Colorado Springs,CO,TRUE,attack,Not fleeing,FALSE
+Joseph Jaramillo,11/11/2015,shot,,31,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Javier Lopez Garcia,11/11/2015,shot,gun,25,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Brian Gavin,11/11/2015,shot,gun,57,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Ryan Quinn Martin,11/11/2015,shot,gun,32,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Moises Nero,11/12/2015,shot,knife,42,M,B,Sunnyvale,CA,FALSE,other,Not fleeing,FALSE
+Michael Joseph Bartkiewicz,11/13/2015,shot,toy weapon,52,M,W,Gibson County,TN,FALSE,attack,Not fleeing,FALSE
+Ernesto Gamino,11/13/2015,shot,undetermined,25,M,H,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Matthew Coleman,11/13/2015,shot,gun,25,M,W,Eden,GA,FALSE,attack,Foot,FALSE
+Ramon Salazar,11/14/2015,shot,hammer,31,M,H,Jurupa Valley,CA,FALSE,other,Not fleeing,FALSE
+Richard Perkins,11/15/2015,shot,toy weapon,39,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Shane Whitehead,11/15/2015,shot,unknown weapon,16,M,B,Germantown,PA,FALSE,attack,Not fleeing,FALSE
+Jamar Clark,11/15/2015,shot,unarmed,24,M,B,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+John David Livingston,11/15/2015,shot and Tasered,Taser,32,M,W,Spring Lake,NC,FALSE,attack,Not fleeing,FALSE
+Brent Noblitt,11/16/2015,shot,,25,M,W,Whitfield County,GA,FALSE,other,Car,FALSE
+Cameron Davis Long,11/16/2015,shot,,28,M,W,Leon County,TX,FALSE,undetermined,Car,FALSE
+Yohans Leon,11/17/2015,shot,gun,28,M,B,Miami,FL,TRUE,attack,Foot,FALSE
+Demetrius Bryant,11/17/2015,shot,gun,21,M,B,Cayce,SC,FALSE,attack,Not fleeing,FALSE
+Jeray Chatham,11/17/2015,shot,,30,M,B,Weatherford,TX,FALSE,other,Car,FALSE
+Derry Touchstone,11/17/2015,shot,unarmed,58,M,W,Arlington,GA,FALSE,other,Not fleeing,FALSE
+Francis Hartnett,11/17/2015,shot,gun,47,M,W,Little Egg Harbor,NJ,TRUE,attack,Not fleeing,FALSE
+Michael Tindall,11/17/2015,shot,gun,41,M,W,Weatherford,TX,FALSE,undetermined,Car,FALSE
+Cornelius Brown,11/18/2015,shot,unknown weapon,25,M,B,Opa-Locka,FL,FALSE,other,Not fleeing,FALSE
+Marcus Meridy,11/18/2015,shot,gun,44,M,B,Benton Township,MI,FALSE,attack,Not fleeing,FALSE
+Randy Allen Smith,11/19/2015,shot,gun,34,M,B,Manatee,FL,FALSE,attack,,FALSE
+Steve Dormil,11/19/2015,shot,knife,27,M,B,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Darick Napper,11/19/2015,shot,knife,34,M,B,Washington,DC,FALSE,other,Not fleeing,FALSE
+Nathaniel Harris Pickett,11/20/2015,shot,unarmed,29,M,B,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+William Tarrant,11/20/2015,shot,gun,39,M,W,Paulding County,GA,TRUE,attack,Not fleeing,FALSE
+Martin Arturo Rivera,11/20/2015,shot,gun,50,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Chris Nichols,11/21/2015,shot,unarmed,24,M,W,Colbert,OK,FALSE,attack,Foot,FALSE
+James Daniel Hall,11/22/2015,shot,knife,47,M,W,Fontana,CA,TRUE,attack,Not fleeing,FALSE
+Matthew Grows,11/22/2015,shot,gun,45,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Miguel Angel Martinez,11/22/2015,shot,gun,28,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Barry Kirk,11/23/2015,shot,gun,50,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Henry Reyna,11/23/2015,shot and Tasered,knife,49,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Michael Kirvelay,11/24/2015,shot,toy weapon,45,M,W,Columbia Heights,MN,FALSE,other,Not fleeing,FALSE
+Freddy Baez,11/24/2015,shot,gun,24,M,B,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Thomas Joseph Mceniry,11/24/2015,shot and Tasered,toy weapon,32,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Magnum Edgar Phillips,11/25/2015,shot,knife,23,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Douglas R. Slade,11/25/2015,shot,gun,52,M,W,Eagar,AZ,FALSE,attack,Not fleeing,FALSE
+Somer Speer,11/25/2015,shot,gun,37,F,W,Ozark,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Thomas,11/26/2015,shot,unarmed,26,M,W,Chico,CA,FALSE,other,Car,TRUE
+Rick Gullickson,11/27/2015,shot,gun,58,M,W,Lampe,MO,FALSE,attack,Not fleeing,FALSE
+Kevin Close,11/28/2015,shot,baseball bat and fireplace poker,50,M,W,Seagoville,TX,FALSE,other,Not fleeing,FALSE
+Justin D. McHenry,11/29/2015,shot,gun,22,M,W,Celina,OH,FALSE,attack,Not fleeing,FALSE
+Lionel Kerns,11/29/2015,shot,gun,53,M,W,Maysville,MO,FALSE,attack,Not fleeing,FALSE
+Ralph Aguilar,11/29/2015,shot,gun,69,M,H,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Hugo Fernando Celio,11/29/2015,shot,gun,23,M,H,Bakersfield,CA,FALSE,attack,Foot,FALSE
+Zachary Grigsby,11/29/2015,shot,gun,29,M,W,Lincoln,NE,FALSE,attack,,FALSE
+Tuan Hoang,11/30/2015,shot,,25,M,A,Aurora,CO,FALSE,attack,Car,FALSE
+Darius Smith,11/30/2015,shot,gun,18,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Fernando Sauceda,11/30/2015,shot,undetermined,31,M,H,Wink,TX,FALSE,other,Not fleeing,FALSE
+Joshua  Jozefowicz ,12/1/2015,shot,gun,23,M,W,Bangor,ME,FALSE,attack,Foot,FALSE
+John Anthony Gonzalez,12/1/2015,shot,gun,18,M,H,Norwalk,CA,FALSE,attack,Not fleeing,FALSE
+Phillip Munoz,12/2/2015,shot,gun,35,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Tashfeen Malik,12/2/2015,shot,gun,27,F,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Syed Farook,12/2/2015,shot,gun,28,M,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Mario Woods,12/2/2015,shot,knife,26,M,B,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Allen Pacheco,12/2/2015,shot,gun,32,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Florencio Lucero,12/2/2015,shot,gun,36,M,H,Deming,NM,FALSE,attack,Not fleeing,FALSE
+Neil Scott Stretesky,12/3/2015,shot,gun,66,M,W,Big Springs,NE,FALSE,attack,Not fleeing,FALSE
+Raymone M. Davis,12/4/2015,shot,gun,21,M,B,Mount Washington,PA,FALSE,attack,Not fleeing,FALSE
+Ivan Krstic,12/4/2015,shot and Tasered,metal stick,47,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Colten Price Marcellus,12/5/2015,shot,gun,24,M,W,Irving,TX,FALSE,attack,Foot,FALSE
+Michael L. Funk,12/5/2015,shot,gun,60,M,W,Neenah,WI,FALSE,other,Not fleeing,FALSE
+Sheilah Huck,12/5/2015,shot,gun,61,F,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Juan Perez,12/5/2015,shot,gun,38,M,H,Indio,CA,FALSE,attack,Not fleeing,FALSE
+David  Winesett,12/5/2015,shot and Tasered,straight edge razor,51,M,W,Miami,FL,FALSE,other,Not fleeing,TRUE
+Raymond Azevedo,12/6/2015,shot,gun,35,M,W,Seattle,WA,FALSE,attack,Car,FALSE
+Carlumandarlo Zaramo,12/6/2015,shot,gun,46,M,B,Richmond Heights,OH,TRUE,attack,Not fleeing,FALSE
+John Alan Britton,12/6/2015,shot,knife,48,M,W,Laramie,WY,TRUE,other,Not fleeing,FALSE
+Miguel Espinal,12/8/2015,shot,unarmed,36,M,B,Yonkers,NY,FALSE,other,Foot,FALSE
+Derek Stokes,12/8/2015,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Christopher Higdon,12/9/2015,shot,gun,66,M,W,Leitchfield,KY,FALSE,attack,Not fleeing,FALSE
+Sammy Monroe Echols,12/9/2015,shot,gun,51,M,,Pryor,OK,TRUE,attack,Not fleeing,FALSE
+Jason Bryant,12/10/2015,shot,gun,34,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Charles Edward Rosemond,12/10/2015,shot,gun,55,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Arthur Gendreau,12/10/2015,shot,knife,54,M,W,Marina,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/10/2015,shot,gun,,M,,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Steven Wickert,12/11/2015,shot,unarmed,36,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Christopher Goodlow,12/12/2015,shot,knife,25,M,B,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Javario Shante Eagle,12/12/2015,shot,gun and knife,24,M,B,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Nicholas Robertson,12/12/2015,shot,gun,28,M,B,Lynwood,CA,FALSE,attack,Not fleeing,FALSE
+Jonathan Wardlow,12/12/2015,shot,Taser,36,M,W,Healdton,OK,FALSE,attack,Not fleeing,FALSE
+Andrew Jospeh Todd,12/12/2015,shot,gun,20,M,W,East Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+Roy Carreon,12/12/2015,shot,knife,49,M,H,San Bernardino,CA,FALSE,attack,,FALSE
+Efrain Villanueva,12/12/2015,shot,unknown weapon,,M,,Aurora,CO,FALSE,attack,,FALSE
+Shirley  Weis,12/13/2015,shot,gun,51,F,W,Arlington,TX,TRUE,attack,Not fleeing,FALSE
+Ryan McMillan,12/13/2015,shot,ax,21,M,W,Denton,TX,TRUE,other,Not fleeing,FALSE
+Nephi  Leiataua,12/13/2015,shot,knife,30,M,O,Thurston County,WA,FALSE,attack,Not fleeing,FALSE
+Enrique Gonzalez,12/13/2015,shot,gun,32,M,H,Mountain View,CO,FALSE,attack,Not fleeing,FALSE
+Calvin McKinnis,12/14/2015,shot,gun,33,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Michael  Thomason,12/14/2015,shot,undetermined,56,M,W,Humboldt,TN,FALSE,undetermined,Not fleeing,FALSE
+Brenda Dean Kimberling,12/14/2015,shot,gun,48,F,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Mharloun Verdejo  Saycon,12/14/2015,shot,knife,39,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Hector Alvarez,12/14/2015,shot,undetermined,19,M,H,Gilroy,CA,FALSE,undetermined,,TRUE
+Roberto Sanchez,12/14/2015,shot,gun,45,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Mark Toney,12/14/2015,shot,gun,33,M,W,Mount Hope,WV,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gene Evans,12/14/2015,shot and Tasered,knife,52,M,W,Middle River,MD,TRUE,other,Not fleeing,FALSE
+Ronnie Dubose Carter,12/15/2015,shot,,51,M,B,Dallas,NC,FALSE,attack,Car,FALSE
+Bryant Neil Duncan,12/16/2015,shot,knife,,M,W,Camarillo,CA,TRUE,attack,Not fleeing,FALSE
+Douglas Yon,12/17/2015,shot,machete,25,M,W,Kent,OH,TRUE,other,Not fleeing,FALSE
+Christopher Fletcher,12/17/2015,shot,gun,24,M,W,Modesto,CA,FALSE,attack,Other,FALSE
+Erica Lauro,12/18/2015,shot,gun,22,F,W,Northwood,OH,FALSE,attack,Other,FALSE
+Amos Frerichs,12/18/2015,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Robert L. Martinez,12/18/2015,shot,toy weapon,58,M,H,Taos,NM,TRUE,attack,Not fleeing,FALSE
+Trayvon Scruggs,12/19/2015,shot,gun,24,M,B,Concord,VA,FALSE,attack,,FALSE
+Ruben Jose Herrera,12/19/2015,shot,undetermined,26,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,FALSE
+Leroy Browning,12/20/2015,shot,gun,30,M,B,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Mark  Ramirez,12/20/2015,shot,gun,31,M,H,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Guadalupe Quiroz,12/21/2015,shot,gun,34,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Bobby Daniels,12/21/2015,shot,gun,48,M,B,Douglasville,GA,FALSE,attack,Not fleeing,FALSE
+Michael Noel,12/21/2015,shot,unarmed,,M,B,Breaux Bridge,LA,TRUE,other,Not fleeing,FALSE
+Derek DeGroat,12/21/2015,shot,gun,21,M,W,Canaan Township,PA,TRUE,attack,Not fleeing,FALSE
+Robert L. Teter,12/21/2015,shot,gun,39,M,W,Deltona,FL,FALSE,attack,Not fleeing,FALSE
+Chan Leith,12/21/2015,shot,gun,25,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Barsnick,12/21/2015,shot,gun,30,M,W,Smartsville,CA,FALSE,attack,Not fleeing,FALSE
+Charles Reynolds,12/22/2015,shot,gun,61,M,,Ludlow,KY,FALSE,attack,Not fleeing,TRUE
+Kenneth Stephens,12/22/2015,shot,gun,56,M,W,Burlington,VT,FALSE,attack,Not fleeing,TRUE
+Michael Hilber,12/22/2015,shot,undetermined,29,M,W,Brooksville,FL,FALSE,undetermined,Car,FALSE
+Jose  Rodriguez,12/22/2015,shot,gun,19,M,H,Albuquerque,NM,FALSE,undetermined,Foot,TRUE
+Kevin Matthews,12/23/2015,shot,unarmed,35,M,B,Dearborn,MI,TRUE,other,Not fleeing,FALSE
+Schuylar Gunning,12/24/2015,shot,,36,M,W,Winnsboro,LA,FALSE,other,Car,FALSE
+Gregory Sanders,12/24/2015,shot,gun,54,M,,Pride,LA,TRUE,attack,Not fleeing,FALSE
+Terrozza Tyree Griffin,12/24/2015,shot,gun,24,M,B,Lansing,MI,FALSE,attack,Not fleeing,FALSE
+Omar Ventura,12/24/2015,shot,knife,23,M,H,Porterville,CA,FALSE,other,Not fleeing,FALSE
+William David Raff,12/25/2015,shot,knife,31,M,W,Palo Alto,CA,TRUE,attack,Not fleeing,FALSE
+Lonnie Niesen,12/26/2015,shot,brick,41,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Bettie Jones,12/26/2015,shot,unarmed,55,F,B,Chicago,IL,FALSE,other,,FALSE
+Quintonio LeGrier,12/26/2015,shot,baseball bat,19,M,B,Chicago,IL,TRUE,undetermined,Not fleeing,FALSE
+Gilbert Heredia,12/26/2015,shot,gun,38,M,H,Homedale,ID,FALSE,attack,Not fleeing,TRUE
+Michael Parker,12/27/2015,shot,undetermined,36,M,W,Lucedale,MS,FALSE,undetermined,Car,FALSE
+Sean Mould,12/27/2015,shot,knife,34,M,W,Tempe,AZ,TRUE,other,Not fleeing,TRUE
+Gayneaux Paul Trahan,12/27/2015,shot,undetermined,52,M,W,Franklin,LA,FALSE,undetermined,Not fleeing,FALSE
+Corey Jason Achstein,12/28/2015,shot,toy weapon,28,M,W,Suffolk,VA,FALSE,attack,Not fleeing,TRUE
+Siolosega Velega-Nuufolau,12/29/2015,shot,knife,50,F,O,Santa Nella,CA,TRUE,other,Not fleeing,FALSE
+Tien Hua,12/29/2015,shot,unknown weapon,,M,A,Rosemead,CA,FALSE,undetermined,Not fleeing,FALSE
+Fred Perez,12/30/2015,shot,knife,55,M,H,Fresno,CA,FALSE,attack,Not fleeing,TRUE
+John Randell Veach,12/30/2015,shot,undetermined,39,M,,Rawlins,WY,FALSE,undetermined,,FALSE
+Keith Childress,12/31/2015,shot,unarmed,23,M,B,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Joshua Sisson,1/1/2016,shot,knife,30,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Lance Light,1/2/2016,shot,gun,54,M,W,Maryneal,TX,FALSE,attack,Car,FALSE
+Lonnie Haskell Powers,1/2/2016,shot,gun,37,M,W,Sioux Falls,SD,FALSE,attack,Not fleeing,FALSE
+Sean O'Brien,1/2/2016,shot and Tasered,knife,37,M,W,Livingston,MT,FALSE,other,Not fleeing,FALSE
+Germonta Wallace,1/3/2016,shot,gun,30,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Eric John Senegal,1/4/2016,shot,undetermined,27,M,B,Ragley,LA,FALSE,undetermined,Not fleeing,FALSE
+Rodney Turner,1/4/2016,shot,gun,22,M,B,Oklahoma City,OK,FALSE,attack,Foot,TRUE
+Joel Anthony Nelson,1/5/2016,shot,,29,M,W,Olympia,WA,FALSE,attack,Foot,FALSE
+James K. Maher,1/5/2016,shot,knife,39,M,W,Johnson City,TN,FALSE,other,Foot,FALSE
+Carlton Antonio Murphy,1/5/2016,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Stephen Bukwich,1/5/2016,shot,gun,52,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Albert Thompson,1/5/2016,shot,hand torch,28,M,H,Ceres,CA,FALSE,other,Foot,FALSE
+David Zollo,1/5/2016,shot and Tasered,knife,54,M,W,Upper Darby,PA,TRUE,other,Not fleeing,FALSE
+Charles Hollstein,1/6/2016,shot,toy weapon,38,M,W,Zion,IL,TRUE,other,Foot,FALSE
+Alan Huberth Franco-Armenta,1/6/2016,shot,gun,32,M,H,Carrizozo,NM,TRUE,attack,Not fleeing,FALSE
+Kenneth Clay,1/6/2016,shot,gun,34,M,W,Daviess County,KY,FALSE,attack,Not fleeing,FALSE
+Eric C. Olsen,1/8/2016,shot,knife,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Andrew Earl Abernathy,1/8/2016,shot,gun,50,M,W,Acworth,GA,TRUE,attack,Not fleeing,FALSE
+David Jay Kent,1/10/2016,shot,chain saw,37,M,W,Kelso,WA,TRUE,other,Not fleeing,FALSE
+Christine A. Lucas,1/10/2016,shot,toy weapon,45,F,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alan Paul Bartley,1/11/2016,shot,,56,M,W,San Fernando,CA,FALSE,attack,Car,FALSE
+Robert Tenbrink,1/11/2016,shot,toy weapon,45,M,W,Cincinnati,OH,TRUE,attack,Foot,FALSE
+Ramone Lonergan,1/11/2016,shot,gun,32,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Ciara Meyer,1/11/2016,shot,unarmed,12,F,W,Penn Township,PA,FALSE,other,Not fleeing,FALSE
+Herman Bean,1/12/2016,shot,knife,49,M,N,Spenard,AK,TRUE,other,Not fleeing,FALSE
+Keith Richardson,1/12/2016,shot,gun,58,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Brandon Bearden,1/13/2016,shot,gun,29,M,W,Sevierville,TN,FALSE,other,Foot,TRUE
+Timothy Meehan,1/13/2016,shot,gun,60,M,W,Cle Elum,WA,TRUE,attack,Not fleeing,FALSE
+Willie Holderfield,1/14/2016,shot,gun,40,M,W,Hurst,IL,TRUE,attack,Not fleeing,FALSE
+Miguel Hernandez,1/14/2016,shot,knife,39,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+William Keith Waldron,1/15/2016,shot,gun,26,M,W,Elkins,WV,FALSE,attack,Not fleeing,FALSE
+Rakeem Bentley,1/15/2016,shot,gun,24,M,B,Southfield,MI,FALSE,attack,Not fleeing,FALSE
+Alfred Longoria,1/16/2016,shot,toy weapon,34,M,H,Hollywood Hills,CA,FALSE,other,Foot,FALSE
+Ashton Lane Morris,1/16/2016,shot,gun,27,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Adam Karjalainen,1/16/2016,shot,toy weapon,44,M,W,Beaverton,OR,FALSE,other,Not fleeing,FALSE
+Kelsey Rose Hauser,1/16/2016,shot,unarmed,25,F,W,El Cajon,CA,FALSE,other,Car,FALSE
+Clarence Layfield,1/16/2016,shot,,55,M,W,Petroleum,WV,FALSE,other,Car,FALSE
+Henry Bennett,1/16/2016,shot,gun,19,M,B,Belle Glade,FL,FALSE,attack,Foot,FALSE
+Crayton West,1/17/2016,shot,gun,52,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Corey Lee Henderson,1/17/2016,shot,gun,31,M,W,Salt Lake City,UT,FALSE,attack,Foot,TRUE
+Daniel Shaver,1/17/2016,shot,unarmed,26,M,W,Mesa,AZ,FALSE,other,Not fleeing,TRUE
+Efrain Herrera,1/17/2016,shot and Tasered,knife,24,M,H,North Hills,CA,FALSE,other,Not fleeing,FALSE
+Joshua Tate Fielding,1/17/2016,shot and Tasered,gun,38,M,W,Rainbow City,AL,FALSE,other,Not fleeing,FALSE
+Jordan Szymanski,1/18/2016,shot,gun,33,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Eric Provost,1/18/2016,shot,toy weapon,28,M,W,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Timothy Caruthers,1/18/2016,shot,knife,27,M,W,Medford,OR,FALSE,other,Foot,FALSE
+Levi Gene Wilson,1/18/2016,shot,gun,39,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Vasilios Alexander Katsouras,1/18/2016,shot,garden tool,29,M,W,Union City,CA,TRUE,other,Not fleeing,TRUE
+Gary Wayne Jones,1/19/2016,shot,gun,36,M,W,Dallas,TX,FALSE,attack,Car,FALSE
+Samuel Grady,1/19/2016,shot,knife,55,M,W,Statesville,NC,TRUE,other,Not fleeing,FALSE
+Jim Redmond,1/19/2016,shot,gun,28,M,W,Valdosta,GA,FALSE,attack,Not fleeing,FALSE
+Timothy Albert,1/20/2016,shot,gun,40,M,B,Port Barre,LA,FALSE,attack,Not fleeing,FALSE
+Randy Joe Sanders,1/20/2016,shot,gun,33,M,W,Meridianville,AL,FALSE,other,Foot,TRUE
+Michael Clyde Lynch,1/20/2016,shot,knife,37,M,W,Kerrville,TX,FALSE,other,Other,FALSE
+Cedric Norris,1/21/2016,shot,gun,39,M,B,Eufaula,OK,TRUE,attack,Car,FALSE
+Michael Lamar Robinson,1/23/2016,shot,toy weapon,43,M,W,Clanton,AL,FALSE,other,Not fleeing,TRUE
+Sergio Alvarado-Morales,1/25/2016,shot and Tasered,knife,38,M,H,Reno,NV,TRUE,other,Not fleeing,FALSE
+"Robert ""LaVoy"" Finicum",1/26/2016,shot,gun,55,M,W,Burns,OR,FALSE,other,Not fleeing,FALSE
+Scott Scanlon,1/27/2016,shot,gun,52,M,W,Mountain Pine,AR,FALSE,attack,Not fleeing,FALSE
+Johnathan Bratcher,1/27/2016,shot,gun,32,M,B,Memphis,TN,FALSE,attack,Other,TRUE
+Herman Flores,1/27/2016,shot,gun,31,M,H,Santa Fe,NM,FALSE,attack,Not fleeing,FALSE
+John Wesley Smith,1/27/2016,shot,knife,27,M,W,Latta,SC,FALSE,other,Not fleeing,FALSE
+Thongsavanh Vandarack,1/27/2016,shot,toy weapon,40,M,A,Lenoir City,TN,TRUE,other,Not fleeing,FALSE
+Janet Wilson,1/27/2016,shot,,31,F,B,Dearborn,MI,TRUE,other,Car,FALSE
+Nathan Lee Bailey,1/27/2016,shot,gun,30,M,W,Mansfield,TX,FALSE,attack,Car,FALSE
+Israel Vladimir Rodriguez,1/27/2016,shot,gun,26,M,H,Cobb County,GA,FALSE,attack,Car,FALSE
+Jacqueline D. Salyers,1/28/2016,shot,,32,F,N,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+William A. Adams,1/28/2016,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Foot,FALSE
+Christopher Kalonji,1/28/2016,shot,gun,19,M,B,Clackamas County,OR,TRUE,other,Not fleeing,FALSE
+Randolph McClain,1/29/2016,shot,gun,33,M,B,Lynn,MA,FALSE,attack,Other,FALSE
+Christopher Michael Dew,1/29/2016,shot,gun,29,M,B,Irving,TX,FALSE,other,Not fleeing,FALSE
+Angela Hiatt,1/29/2016,shot,,41,F,W,Phenix City,AL,FALSE,attack,Car,FALSE
+Charles M. Smith,1/30/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Philip B. Salazar,1/30/2016,shot,scissors,38,M,H,Fort Collins,CO,FALSE,other,Not fleeing,FALSE
+Jose Alegre,1/30/2016,shot,gun,64,M,H,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy J. Sinclair,1/30/2016,shot,gun,42,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Juan A. Ruiz,1/31/2016,shot,knife,46,M,H,Immokalee,FL,FALSE,other,Not fleeing,FALSE
+Jeffry Graves,1/31/2016,shot,gun,62,M,,Newark,CA,TRUE,attack,Not fleeing,FALSE
+Joshua Shane Bispo,1/31/2016,shot,gun,42,M,W,Bakersfield,CA,FALSE,attack,Car,FALSE
+Bruce Kelley,1/31/2016,shot and Tasered,knife,37,M,B,Wilkinsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Brown,1/31/2016,shot and Tasered,unarmed,25,M,W,Saginaw,TX,FALSE,attack,Not fleeing,FALSE
+Peter John,2/1/2016,shot,toy weapon,36,M,B,Washington,DC,FALSE,attack,Foot,FALSE
+Edgar Rene Alvarado,2/1/2016,shot,gun,21,M,H,Albuquerque,NM,TRUE,attack,Car,TRUE
+Justin Prescott,2/2/2016,shot and Tasered,knife,30,M,W,Rancho Cordova,CA,TRUE,other,Not fleeing,FALSE
+John Henry Neuman,2/3/2016,shot,gun,53,M,W,Schulter,OK,FALSE,attack,Not fleeing,FALSE
+Cristiaan Oliver Dubrino,2/3/2016,shot,gun,31,M,H,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Raymond Gassman,2/3/2016,shot,gun,22,M,N,Rosebud,SD,FALSE,attack,Not fleeing,TRUE
+Kayden Clarke,2/4/2016,shot,knife,24,M,W,Mesa,AZ,TRUE,other,Not fleeing,TRUE
+Antronie Scott,2/4/2016,shot,unarmed,36,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Scott Harless,2/4/2016,shot,gun,47,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thomas Hirko,2/4/2016,shot,toy weapon,54,M,W,Perry Township,OH,FALSE,attack,Not fleeing,FALSE
+Hector Leroy,2/4/2016,shot,gun,43,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Barawis,2/5/2016,shot,,38,M,O,Hilo,HI,FALSE,other,Car,FALSE
+Blake Edward Fitzgerald,2/5/2016,shot,gun,30,M,W,Milton,FL,FALSE,other,Car,FALSE
+Vinson Ray Strickland,2/5/2016,shot,gun,51,M,W,Union Grove,NC,FALSE,attack,Foot,FALSE
+Phillip Ferry,2/5/2016,shot,gun,55,M,W,Seaside,OR,FALSE,attack,Not fleeing,TRUE
+Jose Mendez,2/6/2016,shot,gun,16,M,H,Los Angeles,CA,FALSE,attack,Car,TRUE
+Marese V. Collins,2/7/2016,shot,gun,23,M,B,Columbus,OH,FALSE,other,Other,FALSE
+Phillip Luchsinger,2/7/2016,shot,gun,36,M,W,Austin,AR,FALSE,other,Not fleeing,FALSE
+Michael Laniado,2/7/2016,shot,knife,27,M,,Manchester,NJ,FALSE,other,Not fleeing,FALSE
+Shalamar Longer,2/8/2016,shot,gun,33,M,B,Chester,PA,FALSE,attack,Car,FALSE
+David Joseph,2/8/2016,shot,unarmed,17,M,B,Austin,TX,FALSE,other,Not fleeing,FALSE
+Eric Harris,2/8/2016,shot,,22,M,B,New Orleans,LA,FALSE,other,Car,FALSE
+Gustavo Najera,2/9/2016,shot,unarmed,22,M,H,Anaheim,CA,FALSE,undetermined,Not fleeing,TRUE
+Scottie Yanagawa,2/9/2016,shot,gun,29,M,O,Hilo,HI,FALSE,attack,Not fleeing,FALSE
+Timothy Vessels,2/10/2016,shot,gun,41,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+David Brian Evans,2/10/2016,shot,gun,67,M,W,Abingdon,MD,FALSE,attack,Not fleeing,FALSE
+Vincent Nageak,2/10/2016,shot,gun,36,M,N,Barrow,AK,FALSE,attack,Not fleeing,FALSE
+John Birkeland,2/10/2016,shot,knife,52,M,W,Roseville,MN,TRUE,attack,Not fleeing,TRUE
+Anthony Bertoni,2/10/2016,shot,gun,56,M,O,Henderson County,TX,TRUE,attack,Not fleeing,FALSE
+Alijah Jackson,2/11/2016,shot,knife,35,M,W,Maiden,NC,TRUE,other,Not fleeing,FALSE
+Matthew Quinn,2/11/2016,shot,ax,45,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Mohamed Barry,2/11/2016,shot,machete,30,M,B,Columbus,OH,FALSE,attack,Car,FALSE
+Peter Fanfan,2/12/2016,shot,gun,29,M,B,Boston,MA,TRUE,attack,Not fleeing,FALSE
+David Glen Watson,2/12/2016,shot,gun,53,M,W,Fort Worth,TX,FALSE,other,Not fleeing,FALSE
+Sahlah Ridgeway,2/12/2016,shot,gun,32,F,B,Syracuse,NY,TRUE,other,Not fleeing,FALSE
+Calvin Smith,2/13/2016,shot,gun,22,M,B,Baton Rouge,LA,TRUE,attack,Car,TRUE
+Calin Roquemore,2/13/2016,shot,unarmed,24,M,B,Beckville,TX,FALSE,other,Other,FALSE
+Dyzhawn L. Perkins,2/13/2016,shot,unarmed,19,M,B,Arvonia,VA,FALSE,attack,Not fleeing,FALSE
+Ali Eisa Abdalla Yahia,2/13/2016,shot and Tasered,gun,29,M,B,Urbandale,IA,FALSE,attack,Not fleeing,TRUE
+Marc Stoddart,2/14/2016,shot,knife,50,M,W,Bradenton,FL,TRUE,other,Not fleeing,FALSE
+Eduardo Rodriguez,2/14/2016,shot,gun,29,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Rammy Jaradat,2/14/2016,shot,knife,26,M,W,Van Nuys,CA,FALSE,other,Not fleeing,FALSE
+Brandon Lee Witt,2/15/2016,shot,undetermined,39,M,W,Yorba Linda,CA,FALSE,undetermined,Not fleeing,FALSE
+Guadalupe Sauceda,2/15/2016,shot,gun,52,M,H,Jal,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Andrews,2/16/2016,shot,knife,51,M,W,Fairfield,CT,TRUE,other,Not fleeing,FALSE
+Destry Meikle,2/16/2016,shot,,48,M,W,Republic,MO,FALSE,attack,Car,FALSE
+Shawn Henry Allen Dickens,2/16/2016,shot,gun,30,M,W,Mena,AR,FALSE,other,Foot,FALSE
+Paul Gaston,2/17/2016,shot,toy weapon,37,M,B,Cincinnati,OH,FALSE,other,Other,FALSE
+Jose Quintanilla,2/18/2016,shot,undetermined,30,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Oscar Reyes,2/18/2016,shot,undetermined,35,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Ronnie Padron,2/18/2016,shot,gun,32,M,H,Reno,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Noel,2/18/2016,shot and Tasered,undetermined,25,M,W,Commerce,GA,FALSE,other,Not fleeing,FALSE
+Justin Patrick Moses,2/19/2016,shot,knife,35,M,W,Ogden,UT,TRUE,attack,Not fleeing,FALSE
+Curtis James Dugger,2/19/2016,shot,gun,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Danny Rendon,2/20/2016,shot,gun,30,M,H,Anaheim,CA,FALSE,attack,Car,TRUE
+Edgar Camacho-Alvarado,2/20/2016,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Foot,FALSE
+Marcos Perea,2/20/2016,shot,gun,41,M,B,Lakewood,WA,FALSE,attack,Car,FALSE
+Charles Lee Lambert,2/20/2016,shot,gun,45,M,W,Iuka,MS,TRUE,attack,Not fleeing,FALSE
+Che Taylor,2/21/2016,shot,undetermined,46,M,B,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Sherrisa Homer,2/21/2016,shot,gun,36,F,N,Phoenix,AZ,TRUE,attack,Foot,FALSE
+Kisha Michael,2/21/2016,shot,gun,31,F,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Marquintan Sandlin,2/21/2016,shot,undetermined,32,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Patricia Kruger,2/21/2016,shot,gun,38,F,N,Houston,AK,FALSE,attack,Not fleeing,FALSE
+Gerardino Cayetano Gonzalez,2/22/2016,shot,gun,33,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Jamie Clark Long,2/22/2016,shot,knife,45,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+David Michael Green,2/22/2016,shot,,38,M,W,Mission,TX,TRUE,other,Car,FALSE
+Rouven Loch,2/22/2016,shot,toy weapon,22,M,W,Fairborn,OH,FALSE,other,Not fleeing,FALSE
+Travis Stevenson,2/23/2016,shot,,48,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Angel Alan Gleason,2/23/2016,shot,gun,36,M,H,Ripon,CA,FALSE,other,Other,FALSE
+Alex Buckner,2/23/2016,shot,gun,26,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Baltazar Ramos,2/23/2016,shot and Tasered,machete,39,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Robert Keil,2/24/2016,shot,knife,16,M,W,Blue Springs,MO,TRUE,other,Not fleeing,FALSE
+Martin Wirth,2/24/2016,shot,gun,58,M,W,Bailey,CO,TRUE,attack,Not fleeing,FALSE
+Victor Rivera,2/24/2016,shot,,27,M,H,Phoenix,AZ,FALSE,other,Car,FALSE
+Francisco Garcia,2/24/2016,shot,,26,M,H,Cerritos,CA,FALSE,attack,Not fleeing,FALSE
+Christopher J. Davis,2/24/2016,shot,unarmed,21,M,B,East Troy,WI,FALSE,other,Car,FALSE
+Luke Miller,2/25/2016,shot,gun,37,M,W,Evans,CO,FALSE,attack,Foot,TRUE
+Greg Gunn,2/25/2016,shot,pole,56,M,B,Montgomery,AL,FALSE,undetermined,Not fleeing,TRUE
+Tristan Conti,2/25/2016,shot,gun,19,M,W,Silver Springs,NV,FALSE,attack,Not fleeing,TRUE
+Cedric Ford,2/25/2016,shot,gun,38,M,B,Hesston,KS,TRUE,attack,Not fleeing,FALSE
+Kionte Desean Spencer,2/26/2016,shot,toy weapon,18,M,B,Roanoke,VA,TRUE,other,Not fleeing,FALSE
+Abraham Mitchell Fryer,2/26/2016,shot,unarmed,35,M,W,Rapid Valley,SD,FALSE,attack,Not fleeing,FALSE
+Fernando Hernandez,2/27/2016,shot,gun,23,M,H,San Antonio,TX,FALSE,attack,Car,TRUE
+Nathan Grissom,2/28/2016,shot,gun,41,M,W,Ashville,AL,FALSE,attack,Not fleeing,FALSE
+Earl Hicks,2/28/2016,shot,gun,44,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Akiel Denkins,2/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Dimitri Corcino,3/1/2016,shot,gun,39,M,H,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Jorge Brian Gonzalez,3/1/2016,shot,gun,22,M,H,Euless,TX,TRUE,attack,Not fleeing,FALSE
+Mickey Dewayne Sweatt,3/1/2016,shot,gun,37,M,W,Gautier,MS,FALSE,attack,Not fleeing,FALSE
+Travis Boyd Bradley,3/2/2016,shot,unarmed,36,M,W,Bel Air,MD,TRUE,other,Not fleeing,FALSE
+Daniel Burkhardt,3/2/2016,shot and Tasered,knife,41,M,W,Johnstown,PA,FALSE,other,Not fleeing,FALSE
+Sergio Ochoa,3/3/2016,shot,knife,27,M,H,Gilbert,AZ,FALSE,other,Car,FALSE
+John Alan Chamberlain,3/4/2016,shot,undetermined,66,M,,Sims,AR,FALSE,undetermined,,FALSE
+Brandon Stanley,3/4/2016,shot,unarmed,30,M,W,East Bernstadt,KY,FALSE,undetermined,Not fleeing,FALSE
+Darrell Bosell,3/5/2016,shot,gun,34,M,W,Cheektowaga,NY,TRUE,attack,Not fleeing,FALSE
+Herbert Ballance,3/5/2016,shot,gun,22,M,W,Beaumont,TX,TRUE,other,Not fleeing,FALSE
+Mark Minnick,3/6/2016,shot,gun,51,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+James Scott,3/6/2016,shot,unarmed,42,M,W,Bismarck,ND,FALSE,other,Foot,FALSE
+Osvaldo Torres,3/6/2016,shot,gun,41,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+Philip Vitullo,3/7/2016,shot,gun,49,M,W,Rochester,NY,TRUE,attack,Not fleeing,FALSE
+Bryon Rosas,3/7/2016,shot,knife,45,M,W,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Randall J. Selsor,3/7/2016,shot,undetermined,45,M,W,Topeka,KS,FALSE,undetermined,Not fleeing,FALSE
+"John Charles ""JC"" Graham",3/7/2016,shot,gun,42,M,W,Billings,MT,FALSE,attack,Not fleeing,FALSE
+Daniel H. Chavez,3/7/2016,shot,,41,M,H,Carlsbad,NM,FALSE,other,Car,FALSE
+Jeffrey Glen Casale,3/8/2016,shot,toy weapon,27,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Wesley Sheppard,3/10/2016,shot,toy weapon,37,M,W,Biloxi,MS,FALSE,other,Not fleeing,FALSE
+Arteair Porter Jr.,3/10/2016,shot,toy weapon,22,M,B,Reno,NV,TRUE,attack,Foot,FALSE
+Martin Hurtado,3/10/2016,shot,gun,21,M,H,Long Beach,CA,FALSE,other,Foot,FALSE
+Jason Meador,3/10/2016,shot,gun,50,M,W,Odessa,TX,TRUE,attack,Not fleeing,FALSE
+German Gonzalez,3/10/2016,shot,,23,M,H,Colorado City,CO,FALSE,attack,Car,FALSE
+Tyre Privott,3/11/2016,shot,gun,25,M,B,Norfolk,VA,FALSE,attack,Not fleeing,TRUE
+"Manford ""Butch"" Moore Jr.",3/11/2016,shot,gun,51,M,W,Rosalia,KS,TRUE,attack,Not fleeing,TRUE
+Jack Goodman,3/11/2016,shot,knife,46,M,W,Clinton,IL,TRUE,other,Not fleeing,FALSE
+Teodoro Valencia,3/11/2016,shot,gun,23,M,H,Newark,CA,FALSE,attack,Foot,FALSE
+Christopher Michael Tokazowski,3/12/2016,shot,gun,43,M,W,Greensboro,NC,TRUE,attack,Not fleeing,TRUE
+Peter Gaines,3/12/2016,shot and Tasered,unarmed,37,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Marco Loud,3/12/2016,shot and Tasered,Taser,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gevork Alachadzhyan,3/13/2016,shot,,45,M,W,Glendale,CA,TRUE,attack,Car,FALSE
+Jose Raul Cruz,3/13/2016,shot,unarmed,16,M,H,Addison,TX,FALSE,undetermined,Car,FALSE
+Joshua Grubb,3/13/2016,shot,unarmed,30,M,W,Lenoir City,TN,FALSE,other,Car,TRUE
+Wesley Chad Deerman,3/13/2016,shot,gun,26,M,W,Piedmont,AL,FALSE,attack,Car,FALSE
+Keith Montgomery Jr.,3/13/2016,shot,gun,24,M,B,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Amy Jean McCoy,3/13/2016,shot,hammer,38,F,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Jacai Colson,3/13/2016,shot,gun,28,M,B,Landover,MD,FALSE,other,Not fleeing,FALSE
+Lamar Harris,3/14/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Joseph Harris,3/15/2016,shot,gun,34,M,W,Russellville,KY,FALSE,other,Foot,FALSE
+Daniel J. Wooters,3/15/2016,shot,knife,38,M,W,Evansville,IN,FALSE,other,Car,TRUE
+Ed Russell McIver,3/15/2016,shot,gun,43,M,W,Fort Worth,TX,FALSE,other,Other,TRUE
+Cristian Rene Medina,3/16/2016,shot,unarmed,23,M,H,Florence,CA,TRUE,other,Not fleeing,FALSE
+Eric Hernandez,3/16/2016,shot,gun,33,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Dennis Penny,3/16/2016,shot,gun,40,M,W,Anson County,NC,TRUE,attack,Not fleeing,FALSE
+Map Kong,3/17/2016,shot,gun,38,M,A,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Sunny Chin,3/17/2016,shot,gun,53,M,A,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Scott Bennett,3/17/2016,shot,gun,29,M,B,Houston,TX,FALSE,attack,,FALSE
+Christopher Nelms,3/17/2016,shot,gun,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Michael Mallet,3/18/2016,shot,gun,49,M,,Byron,CA,TRUE,attack,Not fleeing,FALSE
+David Alma Giles,3/18/2016,shot,gun,60,M,W,Idaho Falls,ID,FALSE,other,Not fleeing,FALSE
+India Beaty,3/19/2016,shot,toy weapon,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Joshua Douglas,3/19/2016,shot,undetermined,24,M,W,Covington,LA,FALSE,undetermined,Car,FALSE
+Thurman Reynolds,3/19/2016,shot,gun,21,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dylan R. Whitaker,3/19/2016,shot,gun,23,M,W,White Plains,KY,FALSE,attack,Other,FALSE
+Boyd Keith Ballard,3/20/2016,shot,knife,61,M,W,Hopewell,VA,TRUE,other,Not fleeing,TRUE
+Clarence Briggs,3/20/2016,shot,gun,54,M,W,Fort Littleton,PA,FALSE,attack,Other,FALSE
+Abraham Martinez,3/20/2016,shot,gun,62,M,H,Fort Wayne,IN,FALSE,attack,Foot,FALSE
+Robert Dentmond,3/20/2016,shot,toy weapon,16,M,B,Gainesville,FL,TRUE,other,Not fleeing,FALSE
+Dylan Pape,3/21/2016,shot,toy weapon,25,M,W,Stamford,CT,TRUE,attack,Not fleeing,FALSE
+Edward J. Gorinski,3/21/2016,shot,gun,28,M,W,South Greensburg,PA,TRUE,attack,Car,FALSE
+"Ralph ""Phil"" Grenon",3/21/2016,shot and Tasered,knife,76,M,W,Burlington,VT,TRUE,other,Not fleeing,TRUE
+Ethan James Rincon,3/22/2016,shot,pick-axe,25,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Travis J. Blair,3/22/2016,shot,,33,M,W,Fredericksburg,VA,FALSE,attack,Other,TRUE
+Daven Scott Hannu,3/23/2016,shot,gun,51,M,W,Thornton,CO,FALSE,attack,Not fleeing,FALSE
+Raymond Gonzalez,3/23/2016,shot,gun,34,M,H,Fresno,CA,FALSE,attack,Foot,TRUE
+Alexio Allen,3/23/2016,shot,gun,30,M,B,Raleigh,TN,TRUE,attack,Not fleeing,FALSE
+Robert L. Dussourd,3/24/2016,shot,knife,44,M,W,Braintree,MA,FALSE,other,Foot,FALSE
+Dominique Silva,3/24/2016,shot,toy weapon,24,M,B,Pawtucket,RI,FALSE,attack,Foot,FALSE
+Andrew Mike,3/24/2016,shot,gun,29,M,W,Redlands,CA,FALSE,attack,Not fleeing,FALSE
+Joel A. Gonzales,3/24/2016,shot,gun and knife,48,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Mario Sandoval,3/24/2016,shot,gun,19,M,H,Pueblo of Laguna,NM,FALSE,attack,Not fleeing,TRUE
+Jermon Seals,3/24/2016,shot,gun,22,M,B,Blue Springs,MO,FALSE,attack,Not fleeing,FALSE
+Jose Perez,3/26/2016,shot,meat cleaver,39,M,H,Lowell,MA,TRUE,other,Not fleeing,FALSE
+Terrence Shane Blackburn,3/26/2016,shot,gun,36,M,W,Grundy,VA,TRUE,other,Not fleeing,FALSE
+Donald Andrew White,3/26/2016,shot,gun,55,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Patrick Matthew McManamon,3/26/2016,shot,gun,46,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Jeffrey Lanahan,3/27/2016,shot,knife,34,M,W,Lee's Summit,MO,TRUE,other,Not fleeing,FALSE
+Loreal Tsingine,3/27/2016,shot,scissors,27,F,N,Winslow,AZ,FALSE,other,Not fleeing,TRUE
+Robert D. Guerin,3/27/2016,shot,gun,33,M,W,Roswell,NM,TRUE,attack,Not fleeing,TRUE
+Deriante Deon Miller,3/27/2016,shot,gun,18,M,B,Kinston,NC,FALSE,other,Not fleeing,FALSE
+Earl Ashby,3/27/2016,shot,gun,33,M,W,Splendora,TX,TRUE,attack,Not fleeing,FALSE
+Robert Morgan Garrison Jr.,3/29/2016,shot,gun,51,M,W,Piedmont,SC,TRUE,attack,Not fleeing,FALSE
+Denise Fairchild,3/29/2016,shot,gun,50,F,W,Aitkin,MN,TRUE,attack,Not fleeing,FALSE
+Joseph Louis Melvin,3/29/2016,shot and Tasered,flashlight,46,M,W,Clearlake Park,CA,FALSE,attack,Not fleeing,TRUE
+Angel Montion,3/30/2016,shot,gun,33,M,W,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Ruben Cossyleon,3/30/2016,shot,gun,25,M,H,Glendale,AZ,FALSE,undetermined,Not fleeing,FALSE
+Thomas Lagano,3/30/2016,shot,gun,52,M,W,Jackson,GA,FALSE,attack,Not fleeing,FALSE
+Kimani Johnson,3/31/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Vincent Wood,3/31/2016,shot,gun,43,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+James Brown III,3/31/2016,shot,gun,34,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+James Craig Simpson,3/31/2016,shot,gun,31,M,B,Las Vegas,NV,FALSE,attack,Foot,TRUE
+Jesus Juarez,4/1/2016,shot,shovel,65,M,H,Lockhart,TX,TRUE,undetermined,Not fleeing,FALSE
+Joel Fabela,4/1/2016,shot,gun,37,M,H,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Cameron Gover,4/2/2016,shot,gun,30,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Melissa Boarts,4/3/2016,shot,unknown weapon,36,F,W,Macon County,AL,TRUE,other,Not fleeing,TRUE
+Darrin Andrew Martin,4/3/2016,shot,gun,25,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+David Mack,4/3/2016,shot,Taser,69,M,W,Eau Claire,WI,FALSE,attack,Not fleeing,FALSE
+Preston Paul Perez,4/3/2016,shot,undetermined,48,M,W,Raceland,LA,FALSE,undetermined,,FALSE
+Raul Salvador Marquez Heraldes,4/4/2016,shot,knife,50,M,H,Minneapolis,MN,TRUE,attack,Not fleeing,FALSE
+Peter J. Doherty,4/5/2016,shot,knife,52,M,W,West Springfield,MA,TRUE,other,Not fleeing,FALSE
+Kevin Hicks,4/5/2016,shot,unarmed,44,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,TRUE
+Marvin Cremeans,4/6/2016,shot,ax,60,M,W,Oak Hill,OH,FALSE,other,Not fleeing,FALSE
+Laronda Sweatt,4/6/2016,shot,ax,40,F,B,Gallatin,TN,FALSE,attack,Not fleeing,TRUE
+Cesar Frias,4/6/2016,shot and Tasered,knife,20,M,H,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Luis Gongora,4/7/2016,shot,knife,45,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Lance C. McIntire,4/7/2016,shot,,44,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Dazion Flenaugh,4/8/2016,shot,knife,40,M,B,Sacramento,CA,TRUE,other,Foot,FALSE
+Melissa M. Abbott,4/8/2016,shot,hatchet,25,F,W,Lake Hallie,WI,TRUE,other,Not fleeing,FALSE
+Lamont Gulley,4/8/2016,shot,knife,43,M,B,Kentwood,MI,FALSE,other,Not fleeing,TRUE
+Diahlo Grant,4/9/2016,shot,gun,27,M,B,New Brunswick,NJ,FALSE,attack,Foot,FALSE
+Quron Williams,4/9/2016,shot,gun,19,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Lonnie Ball,4/10/2016,shot,gun,39,M,W,Modesto,CA,FALSE,other,Car,FALSE
+William Clark,4/10/2016,shot,knife,30,M,W,Rotterdam,NY,TRUE,attack,Not fleeing,FALSE
+Arturo Yobani-Torrez Valdez,4/10/2016,shot,knife,28,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Efren Eloy Trujillo,4/11/2016,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Pierre Loury,4/11/2016,shot,gun,16,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dion Daman,4/12/2016,shot,unarmed,40,M,W,Denver,CO,FALSE,other,Car,FALSE
+Joshua Moreno,4/12/2016,shot,gun,38,M,H,Benton,IL,FALSE,attack,Car,FALSE
+Travis Wood,4/12/2016,shot,,20,M,W,Noma,FL,FALSE,other,Car,TRUE
+Rodney Watts,4/13/2016,shot,undetermined,35,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gray Wise,4/13/2016,shot,gun,52,M,W,Llano,TX,FALSE,attack,Not fleeing,FALSE
+Koltlee Whitson,4/13/2016,shot,gun,26,M,W,Sparta,TN,FALSE,attack,Car,FALSE
+Jeff Robertson,4/14/2016,shot and Tasered,unarmed,54,M,W,McPherson,KS,TRUE,attack,Not fleeing,FALSE
+Clemente Najera,4/15/2016,shot,baseball bat,38,M,H,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+David Swatsky,4/15/2016,shot,gun,52,M,W,Cache,OK,TRUE,attack,Not fleeing,FALSE
+Storm Allen Smith,4/15/2016,shot,undetermined,26,M,W,Muncie,IN,FALSE,attack,Foot,TRUE
+Gerald Robert Boyes,4/16/2016,shot,gun,53,M,W,Antioch,IL,FALSE,attack,Not fleeing,FALSE
+Kisha Arrone,4/17/2016,shot,gun,35,F,B,Dayton,OH,FALSE,other,Car,FALSE
+Eric John Wilson,4/17/2016,shot,unarmed,22,M,W,El Paso,TX,TRUE,other,Not fleeing,FALSE
+Richard Bard Jr.,4/17/2016,shot,gun,31,M,B,Vineland,NJ,FALSE,attack,Foot,FALSE
+George Tillman,4/17/2016,shot,gun,32,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Edson Thevenin,4/17/2016,shot,,37,M,B,Troy,NY,FALSE,attack,Car,FALSE
+Rico Don Rae Johnson,4/18/2016,shot,gun,28,M,B,Greenbelt,MD,FALSE,attack,Not fleeing,FALSE
+Demetrius Dorsey,4/18/2016,shot,gun,18,M,B,Mableton,GA,FALSE,attack,Not fleeing,FALSE
+Sylasone Ackhavong,4/19/2016,shot,gun,41,M,A,Charlotte,NC,TRUE,attack,Not fleeing,FALSE
+Jorevis Scruggs,4/19/2016,shot,gun,15,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Daniel Eric Blackmon,4/19/2016,shot,gun,38,M,W,Brooksville,AL,FALSE,attack,Car,FALSE
+Francis Scot Dufore,4/20/2016,shot,gun,41,M,W,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Jackie Lee Kirkham,4/20/2016,shot,unknown weapon,52,M,W,Perryville,AR,FALSE,other,Not fleeing,FALSE
+Mario Mejia Martinez,4/21/2016,shot,knife,48,M,H,Everett,MA,FALSE,other,Not fleeing,FALSE
+Tyler Hunkin,4/22/2016,shot,knife,29,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Carl Baranishyn,4/22/2016,shot,knife,51,M,W,Berne,NY,TRUE,attack,Not fleeing,FALSE
+Demarcus Semer,4/23/2016,shot,,21,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+Mitchell Oakley,4/23/2016,shot,gun,24,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jakob E. Wagner,4/23/2016,shot,gun,18,M,W,Antigo,WI,FALSE,attack,Not fleeing,FALSE
+Eric C. Wakup,4/23/2016,shot,gun,30,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Willie Tillman,4/23/2016,shot and Tasered,,33,M,B,Fayetteville,AR,FALSE,other,Car,TRUE
+Kay Frances Campbell,4/25/2016,shot,gun,60,F,W,East Flat Rock,NC,TRUE,attack,Not fleeing,FALSE
+Robin Barber,4/26/2016,shot,gun,28,M,W,Lakewood,CO,FALSE,attack,Foot,FALSE
+Joshua Brooks,4/26/2016,shot,gun,26,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,TRUE
+Jacquelyn Burke,4/26/2016,shot,gun,24,F,W,Albuquerque,NM,TRUE,attack,Car,FALSE
+Darrel S. Machemehl,4/26/2016,shot,gun,44,M,W,Kingsbury,TX,FALSE,other,Other,FALSE
+Cin Lam Mung,4/27/2016,shot,machete,34,M,A,Atlanta,GA,FALSE,other,Not fleeing,FALSE
+Damon Blair,4/27/2016,shot,gun,21,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+David Shane Anderson,4/27/2016,shot,gun,36,M,W,Milcreek,UT,FALSE,attack,Not fleeing,FALSE
+Kendar del Rosario,4/28/2016,shot,knife,37,M,B,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Lee Easter,4/28/2016,shot,gun,53,M,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Ashtian Barnes,4/28/2016,shot,,24,M,B,Houston,TX,FALSE,other,Car,FALSE
+Michael Kurtz,4/28/2016,shot and Tasered,knife,45,M,W,Spokane,WA,TRUE,other,Not fleeing,TRUE
+Jeffrey Darrell Hobbs,4/29/2016,shot,,48,M,W,Jackson,MO,FALSE,attack,Car,FALSE
+Oswald Mattner,4/30/2016,shot,knife,42,M,W,Wausau,WI,FALSE,other,Not fleeing,FALSE
+Mark Daniel Bess,4/30/2016,shot,knife,33,M,W,Spanish Fork,UT,FALSE,other,Foot,FALSE
+Bender Dass,4/30/2016,shot,,55,M,W,Florence,AZ,FALSE,attack,Car,FALSE
+Marion Habana,4/30/2016,shot,knife,28,M,A,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Charlin Charles,5/1/2016,shot,toy weapon,25,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald Branch,5/1/2016,shot,gun,28,M,W,Alamo,TN,TRUE,other,Not fleeing,FALSE
+Reginald Darnell Dogan,5/2/2016,shot,gun,52,M,B,Greenville,SC,FALSE,attack,Not fleeing,FALSE
+Raymond Hopper,5/3/2016,shot,knife,59,M,W,Visalia,CA,FALSE,other,Not fleeing,FALSE
+Richard Ferretti,5/4/2016,shot,,52,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Cayce A. DiTullio,5/4/2016,shot,gun,39,M,W,Burien,WA,FALSE,attack,Car,FALSE
+Matthew Tucker,5/4/2016,shot,knife,18,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Gerry J. Thompson,5/4/2016,shot,undetermined,40,M,W,Buffalo,MO,FALSE,attack,Not fleeing,FALSE
+Corey DiGiovanni,5/5/2016,shot,,36,M,W,Gretna,LA,FALSE,attack,Car,FALSE
+Burt Johnson,5/5/2016,shot,gun,38,M,B,Milwaukee,WI,FALSE,attack,Foot,TRUE
+Deresha Armstrong,5/5/2016,shot,gun,26,F,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald D. Williams,5/6/2016,shot,gun,,M,B,Weirton,WV,TRUE,other,Not fleeing,FALSE
+Nathan Q. Cates,5/7/2016,shot,gun,29,M,W,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Alton Fitzgerald Witchard,5/7/2016,shot,gun,37,M,B,St. Petersburg,FL,FALSE,attack,Other,FALSE
+Derek J. Sam,5/7/2016,shot and Tasered,knife,29,M,O,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Lionel Gibson,5/8/2016,shot,toy weapon,21,M,B,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Jaffort Smith,5/9/2016,shot,gun,33,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Christian Bowman,5/9/2016,shot,unarmed,23,M,W,St. Martin,MS,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,5/9/2016,shot,gun,26,M,W,Chicago,IL,FALSE,other,Foot,FALSE
+Joseph Napoli,5/9/2016,shot,gun,59,M,,Hog Valley,FL,FALSE,attack,Not fleeing,FALSE
+Jamie Stotts,5/9/2016,shot,gun,29,M,W,Nacogdoches,TX,TRUE,attack,Other,FALSE
+Arthur R. Williams,5/9/2016,shot,toy weapon,33,M,B,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Arthur DaRosa,5/10/2016,shot,knife,28,M,B,Taunton,MA,TRUE,attack,Not fleeing,FALSE
+Stephen Schuster,5/11/2016,shot,gun,35,M,W,Aurora,CO,FALSE,attack,Car,FALSE
+Thongsoune Vilaysane,5/11/2016,shot,,33,M,A,San Diego,CA,FALSE,other,Car,TRUE
+Sean Ryan Mondragon,5/11/2016,shot,gun,24,M,B,Greeley,CO,FALSE,attack,Car,FALSE
+Steve Godfrey,5/11/2016,shot,gun,,M,W,Byng,OK,TRUE,attack,Car,FALSE
+Robert Mark Diaz,5/13/2016,shot,gun,28,M,H,Boyle Heights,CA,FALSE,attack,Not fleeing,TRUE
+Cody Marsh,5/14/2016,shot,knife,19,M,W,Jacksonsville,FL,TRUE,other,Not fleeing,FALSE
+Francis Clark,5/14/2016,shot,gun,43,M,N,Phoenix,AZ,FALSE,attack,Not fleeing,TRUE
+Jeffrey Sims,5/14/2016,shot,gun,59,M,W,Osteen,FL,FALSE,attack,Not fleeing,FALSE
+Ryan Johnson,5/14/2016,shot and Tasered,gun,34,M,W,Stockbridge,GA,TRUE,other,Not fleeing,FALSE
+"Dracy ""Clint"" Pendleton",5/15/2016,shot,gun,35,M,W,Shawnee National Forest,IL,FALSE,attack,Foot,FALSE
+Jabril Robinson,5/16/2016,shot,gun,23,M,B,Riverdale,GA,FALSE,attack,Foot,FALSE
+Luke Sanders,5/17/2016,shot,ax,36,M,W,Siskiyou County,CA,TRUE,other,Not fleeing,FALSE
+Garry Conrad,5/18/2016,shot,knife,46,M,W,New York,NY,TRUE,other,Not fleeing,FALSE
+Joseph Weatherby,5/18/2016,shot,gun,44,M,W,Sullivan,MO,FALSE,attack,Other,FALSE
+Israel Santos-Banos,5/18/2016,shot,gun,20,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremias Cruz,5/19/2016,shot,unarmed,30,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Jessica Nelson-Williams,5/19/2016,shot,unarmed,29,F,B,San Francisco,CA,FALSE,other,Car,FALSE
+Jaime Ide,5/19/2016,shot,knife,35,M,H,Citrus Heights,CA,FALSE,other,Not fleeing,TRUE
+Timothy Brandon Stacy,5/19/2016,shot,gun,36,M,W,Fisty,KY,FALSE,attack,Not fleeing,FALSE
+Kentrill William Carraway,5/19/2016,shot,gun,22,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Joshua Beebee,5/20/2016,shot,knife,31,M,B,Omaha,NE,FALSE,other,Foot,TRUE
+Norman Campbell,5/21/2016,shot,gun,63,M,W,Chesterfield County,SC,FALSE,attack,Not fleeing,FALSE
+Travis Moore,5/21/2016,shot,unarmed,38,M,W,Oregon City,OR,TRUE,attack,Not fleeing,FALSE
+Mark Nelson,5/21/2016,shot,gun,31,M,N,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Michael Eugene Wilson Jr.,5/22/2016,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,TRUE
+Jorge Zambrano,5/22/2016,shot,gun,35,M,H,Oxford,MA,FALSE,attack,Not fleeing,FALSE
+Vernell Bing,5/22/2016,shot,unarmed,22,M,B,Jacksonville,FL,FALSE,other,Car,FALSE
+Bryson Fischer,5/22/2016,shot,gun,28,M,W,Boulder,CO,TRUE,attack,Not fleeing,FALSE
+Verl Bedonie,5/23/2016,shot,gun,26,M,N,Flagstaff,AZ,FALSE,attack,Foot,TRUE
+Bodhi Wilson Dean Phelps,5/24/2016,shot,knife,22,M,W,Gresham,OR,FALSE,other,Not fleeing,FALSE
+Leslie Goletz,5/24/2016,shot,Taser,57,M,,Harrisonville,MO,FALSE,other,Car,FALSE
+Mario Montoya,5/24/2016,shot,gun,31,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Derek Prophet,5/25/2016,shot,knife,43,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Doll Pierre-Louis,5/25/2016,shot,,24,M,B,Miami Gardens,FL,FALSE,other,Car,FALSE
+"Eugene ""Geno"" Francis Smith",5/26/2016,shot,gun,29,M,W,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Warren Christian,5/26/2016,shot,gun,43,M,W,Lansing,IL,FALSE,attack,Foot,FALSE
+TK Tk,5/26/2016,shot,gun,,M,,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Devonte Gates,5/26/2016,shot,undetermined,21,M,B,Washington Park,IL,FALSE,undetermined,Foot,FALSE
+Fernando Castro,5/26/2016,shot,gun,19,M,H,Solvang,CA,FALSE,attack,Car,FALSE
+Tk Tk,5/26/2016,shot,knife,,F,,Sneads,FL,FALSE,other,Not fleeing,FALSE
+Angel Daniel Navarro,5/26/2016,shot,gun,25,M,H,Socorro,NM,FALSE,attack,Car,FALSE
+Terry Edwards,5/27/2016,shot,gun,59,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Dennis Hudson,5/28/2016,shot,gun,50,M,B,Eastaboga,AL,FALSE,attack,Not fleeing,FALSE
+Dennis Humphrey,5/28/2016,shot,gun,58,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Dionisio Augustine Garza III,5/29/2016,shot,gun,25,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Donald Edward Brown III,5/29/2016,shot,knife,32,M,W,Deland,FL,FALSE,other,Not fleeing,FALSE
+John Mark Coffey,5/29/2016,shot,gun,53,M,W,Clinton,NC,FALSE,attack,Not fleeing,TRUE
+Todd Brent Burroughs,5/29/2016,shot and Tasered,unarmed,38,M,W,Stoneville,NC,FALSE,other,Car,FALSE
+Robert Wickizer,5/30/2016,shot,gun,70,M,W,Tualatin,OR,FALSE,attack,Not fleeing,FALSE
+Osee Calix,5/30/2016,shot,gun,33,M,B,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Nicholas Berger,5/31/2016,shot,knife,36,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+TK TK,6/1/2016,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,6/1/2016,shot,gun,21,M,B,Newnan,GA,FALSE,attack,Foot,TRUE
+Daniel Pigg,6/1/2016,shot,gun,51,M,W,Berea,KY,FALSE,attack,Foot,FALSE
+Willie Demetrius James,6/2/2016,shot,knife,43,M,B,Norfolk,VA,TRUE,other,Not fleeing,TRUE
+Rodney Rodriguez Smith,6/2/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Joshua Smith,6/3/2016,shot,knife,33,M,W,Wasilla,AK,FALSE,other,Not fleeing,FALSE
+"Hubert Thomas Burns, Jr.",6/3/2016,shot,knife,34,M,N,Parker,AZ,FALSE,other,Not fleeing,FALSE
+Daniel Jonathan Shaham,6/4/2016,shot,undetermined,31,M,W,Yreka,CA,FALSE,attack,Not fleeing,FALSE
+Demarco Rhymes,6/4/2016,shot,gun,35,M,B,Eufaula,AL,FALSE,attack,Other,TRUE
+Larry Dustin Stepp,6/4/2016,shot,knife,31,M,W,Muncie,IN,TRUE,other,Not fleeing,TRUE
+Christopher Michael Moran,6/5/2016,shot,gun,31,M,W,Cape Coral,FL,FALSE,other,Car,FALSE
+Henry Green,6/6/2016,shot,gun,23,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Kalyp Allen Rapoza,6/6/2016,shot,knife,25,M,O,Hilo,HI,FALSE,other,Not fleeing,FALSE
+Andrew Henson,6/7/2016,shot,unarmed,25,M,W,Wagoner,OK,FALSE,other,Car,TRUE
+Omar Villagomez,6/7/2016,shot,vehicle,21,M,H,Turlock,CA,FALSE,other,Not fleeing,FALSE
+Willis N. Walker,6/7/2016,shot,gun,49,M,B,Norman,VA,FALSE,other,Not fleeing,FALSE
+William David Powell,6/7/2016,shot,gun,63,M,W,Stockbridge,GA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia,6/8/2016,shot,gun,43,M,H,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William Michael Hollis,6/9/2016,shot,gun,34,M,W,Birmingham,AL,FALSE,attack,Car,FALSE
+James Allen Nickol,6/9/2016,shot,gun,38,M,W,York,PA,FALSE,attack,,FALSE
+John Michael Brisco,6/9/2016,shot,gun,52,M,B,Port Arthur,TX,FALSE,other,Foot,FALSE
+Clifford Tucker,6/9/2016,shot,gun,68,M,W,Ishpeming Township,MI,TRUE,attack,Not fleeing,TRUE
+TK TK,6/9/2016,shot,baton,,M,,Somerton,AZ,FALSE,attack,Not fleeing,FALSE
+Clayton Millsaps,6/10/2016,shot,baseball bat,29,M,W,Iredell County,NC,FALSE,other,Not fleeing,FALSE
+Bobby Sanchez,6/10/2016,shot,gun,32,M,H,Pueblo,CO,FALSE,attack,Foot,FALSE
+J. Juan Briseno-Ortega,6/10/2016,shot,gun,50,M,H,Yakima,WA,FALSE,attack,Not fleeing,TRUE
+Keith Bursey,6/10/2016,shot,gun,31,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Lyndarius Cortez Witherspoon,6/11/2016,shot,gun,27,M,B,Tupelo,MS,FALSE,attack,Car,FALSE
+Jesus Duran,6/11/2016,shot,spear,31,M,H,Maywood,CA,FALSE,other,Not fleeing,FALSE
+Omar Mateen,6/12/2016,shot,gun,29,M,O,Orlando,FL,TRUE,attack,Not fleeing,TRUE
+Daniel Bennett Edwards,6/12/2016,shot,knife,23,M,W,Eagle Mountain,UT,TRUE,other,Not fleeing,FALSE
+John Williams,6/12/2016,shot,gun,61,M,B,Hiseville,KY,FALSE,attack,Car,FALSE
+Joshua Sciscm,6/13/2016,shot,gun,33,M,W,Schenectady,NY,FALSE,attack,Not fleeing,FALSE
+Michael Moore,6/13/2016,shot,gun,18,M,B,Mobile,AL,FALSE,other,Not fleeing,FALSE
+Edward Acquisto,6/13/2016,shot,gun,80,M,H,Tiverton,RI,FALSE,attack,Car,FALSE
+Kenneth Allen Pointer,6/13/2016,shot,undetermined,43,M,W,Vancouver,WA,FALSE,undetermined,Car,FALSE
+Noel Rodriguez,6/14/2016,shot,,50,M,H,Boise,ID,FALSE,other,Car,TRUE
+Nicholas Ferro,6/14/2016,shot,gun,47,M,W,Odessa,MO,FALSE,attack,Not fleeing,FALSE
+Mohammad Moghaddam,6/14/2016,shot,gun,54,M,O,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Fernando Geovanni Llanez,6/14/2016,shot,undetermined,22,M,H,Chula Vista,CA,FALSE,attack,Not fleeing,FALSE
+Russell Rosser,6/15/2016,shot,,43,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Michael Rasmussen,6/15/2016,shot,gun,38,M,W,Pembine,WI,TRUE,attack,Car,FALSE
+Peter Grandpre,6/16/2016,shot,gun,36,M,W,Butte,MT,FALSE,attack,Not fleeing,TRUE
+Nicholas Damon,6/16/2016,shot,,30,M,H,Westminster,CO,FALSE,attack,Car,FALSE
+John Anderson,6/16/2016,shot,gun,59,M,W,Montpelier,OH,TRUE,other,Not fleeing,FALSE
+Ronald Delfino,6/16/2016,shot,gun,21,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+William Thomas Hennessey,6/18/2016,shot,toy weapon,34,M,W,Huntsville,AL,FALSE,attack,Not fleeing,TRUE
+Sergey Makarenko,6/18/2016,shot,,17,M,W,Carmichael,CA,FALSE,other,Car,FALSE
+Antwun Shumpert,6/18/2016,shot,unarmed,37,M,B,Tupelo,MS,FALSE,attack,Foot,FALSE
+Rashaun Lloyd,6/19/2016,shot,gun,25,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Anthony Ford,6/19/2016,shot,gun,30,M,,Fort Walton Beach,FL,FALSE,other,Not fleeing,FALSE
+Raufeal M. Bostick,6/20/2016,shot,gun,23,M,B,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Devin Christopher Scott,6/20/2016,shot and Tasered,knife,20,M,W,Lake Havasu City,AZ,FALSE,other,Not fleeing,TRUE
+Lane Lesko,6/21/2016,shot,toy weapon,19,M,W,Peterborough,NH,TRUE,attack,Car,FALSE
+Jeff Hyde,6/21/2016,shot,gun,50,M,W,Casper,WY,TRUE,attack,Not fleeing,FALSE
+Pedro Cruz-Amado,6/21/2016,shot,chair,24,M,H,Lawndale,NC,TRUE,attack,Not fleeing,FALSE
+Josiah Williams,6/22/2016,shot,gun,25,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Isaiah Core,6/22/2016,shot,,20,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Roger Ponce,6/22/2016,shot,knife,37,M,W,Wellington,FL,FALSE,other,Not fleeing,FALSE
+Quencezola Maurice Splunge,6/22/2016,shot,gun,44,M,B,Walls,MS,FALSE,attack,Foot,FALSE
+Deravis Caine Rogers,6/22/2016,shot,unarmed,22,M,B,Atlanta,GA,FALSE,undetermined,Other,FALSE
+Shaun Trevor Walke,6/22/2016,shot,gun,31,M,W,Bellville,TX,FALSE,attack,Not fleeing,TRUE
+Jay Anderson,6/23/2016,shot,gun,25,M,B,Wauwatosa,WI,FALSE,other,Not fleeing,TRUE
+Angelo Brown,6/23/2016,shot,gun,,M,B,Belleville,IL,FALSE,attack,Foot,FALSE
+Josh Herrera,6/23/2016,shot,gun,29,M,,Hanover,NM,FALSE,undetermined,Not fleeing,FALSE
+Ismael Miranda,6/24/2016,shot,gun,36,M,B,Paterson,NJ,FALSE,attack,Not fleeing,FALSE
+Randy Blecher,6/24/2016,shot,gun,50,M,W,Farmington,AR,FALSE,attack,Not fleeing,FALSE
+Christy Sheats,6/24/2016,shot,gun,42,F,W,Fulshear,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Angel Chavez-Angles,6/24/2016,shot,gun,42,M,H,Oklahoma City,OK,TRUE,other,Other,FALSE
+Jamil Alejandro Valladares,6/24/2016,shot,gun,26,M,H,Riverview,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Noble,6/25/2016,shot,unarmed,19,M,W,Fresno,CA,TRUE,other,Car,TRUE
+Waldemar Bogusiewicz,6/25/2016,shot,gun,59,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+William Ferguson,6/25/2016,shot,gun,,M,,Buckeye,AZ,FALSE,attack,Not fleeing,TRUE
+Rodrigo Guardiola,6/25/2016,shot and Tasered,unarmed,36,M,H,Gainesville,GA,FALSE,attack,Other,FALSE
+Terry Lynn Maurer,6/26/2016,shot,baseball bat,51,M,W,Columbia Township,MI,TRUE,attack,Not fleeing,FALSE
+Daniel Reyes,6/26/2016,shot,knife,27,M,H,Thomaston,CT,FALSE,other,Not fleeing,FALSE
+Germichael Kennedy,6/26/2016,shot,gun,22,M,B,Lincoln,NE,FALSE,attack,Foot,FALSE
+Donte L. Johnson,6/26/2016,shot,gun,30,M,B,Dolton,IL,FALSE,attack,Not fleeing,FALSE
+Michael Disbrowe,6/27/2016,shot,toy weapon,28,M,W,Boone,IA,TRUE,attack,Not fleeing,FALSE
+Sherman Evans,6/27/2016,shot,toy weapon,63,M,B,Washington,DC,TRUE,attack,Not fleeing,TRUE
+Blake Peacock,6/27/2016,shot,gun,32,M,W,Cochran,GA,FALSE,attack,Not fleeing,FALSE
+Travis Vierra,6/27/2016,shot,gun,26,M,W,Laguna Pueblo,NM,FALSE,attack,Not fleeing,FALSE
+Raymond Hutson,6/27/2016,shot,toy weapon,25,M,W,Frederica,DE,FALSE,other,Car,FALSE
+Barry Prak,6/28/2016,shot,knife,27,M,A,Long Beach,CA,FALSE,other,Foot,FALSE
+Walden Dang,6/28/2016,shot,knife,61,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Jessie J. Mills,6/29/2016,shot,undetermined,30,M,W,Barbourville,KY,FALSE,attack,Not fleeing,FALSE
+Tyrone Reado,6/29/2016,shot,gun,,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+Lafayette Evans,6/29/2016,shot,gun,37,M,B,Fort Madison,IA,FALSE,attack,Foot,FALSE
+Michael William Schumacher,6/29/2016,shot,pitchfork,41,M,W,Madison,WI,TRUE,other,Not fleeing,FALSE
+Kawme Dejuan Patrick,6/30/2016,shot,gun,25,M,B,Columbus,OH,FALSE,undetermined,,FALSE
+Tristan Vilters,6/30/2016,shot,gun,24,M,W,Park County,CO,FALSE,attack,Not fleeing,FALSE
+Jasen Scott Ramirez,6/30/2016,shot,undetermined,44,M,H,Douglas,WY,FALSE,undetermined,Not fleeing,FALSE
+Alexis George Mishtowt,7/1/2016,shot,gun,63,M,W,Landrum,SC,FALSE,attack,Not fleeing,TRUE
+Helmut Wihowski,7/1/2016,shot,knife,58,M,W,Jackson,WI,FALSE,other,Not fleeing,FALSE
+Steven McQueen,7/1/2016,shot and Tasered,gun,30,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Jai Lateef Solveig Williams,7/2/2016,shot,gun,35,M,B,Asheville,NC,FALSE,other,Car,FALSE
+Jonathan Lane Justiss,7/2/2016,shot,gun,50,M,W,Bristol,TN,FALSE,attack,Not fleeing,FALSE
+Shannon Labit,7/3/2016,shot,knife,40,M,W,New Iberia,LA,TRUE,other,Not fleeing,FALSE
+Raul Saavedra-Vargas,7/3/2016,shot,,,M,H,Reno,NV,FALSE,other,Car,FALSE
+Pedro Villanueva,7/3/2016,shot,,19,M,H,Fullerton,CA,FALSE,other,Car,FALSE
+William Tracy Patterson,7/4/2016,shot,gun,34,M,W,North Charleston,SC,FALSE,attack,Not fleeing,TRUE
+Anthony Nunez,7/4/2016,shot,gun,18,M,H,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Sidney Washington,7/4/2016,shot,gun,21,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/4/2016,shot,knife,,M,,Rosser,TX,FALSE,other,Not fleeing,TRUE
+Joshua Bolster,7/5/2016,shot,undetermined,29,M,W,Salem,OR,FALSE,undetermined,,FALSE
+Sam Newby,7/5/2016,shot,undetermined,49,M,W,Temecula,CA,FALSE,other,Car,FALSE
+Melissa Ventura,7/5/2016,shot,knife,24,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Alton Sterling,7/5/2016,shot and Tasered,undetermined,37,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,TRUE
+Philando Castile,7/6/2016,shot,gun,32,M,B,Falcon Heights,MN,FALSE,other,Not fleeing,TRUE
+Thomas Vandemark,7/6/2016,shot,gun,65,M,W,Rush Springs,OK,FALSE,other,Not fleeing,TRUE
+Vinson Lee Ramos,7/7/2016,shot,knife,37,M,H,Bell,CA,FALSE,other,Not fleeing,FALSE
+Adam Smith,7/7/2016,shot,,33,M,W,Clovis,CA,FALSE,other,Car,FALSE
+Earnest Fells,7/7/2016,shot,gun,63,M,B,Selma,AL,FALSE,attack,Not fleeing,TRUE
+Abraham Smith,7/8/2016,shot,knife,30,M,W,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Andre Johnson,7/9/2016,shot,gun,40,M,B,Broken Bow,OK,FALSE,attack,Car,FALSE
+Alva Burnett Braziel,7/10/2016,shot,gun,38,M,B,Houston,TX,FALSE,other,Not fleeing,TRUE
+Joseph Mann,7/11/2016,shot,knife,50,M,B,Sacramento,CA,TRUE,other,Not fleeing,TRUE
+Jason Brooks,7/11/2016,shot,gun,41,M,B,East St. Louis,IL,FALSE,attack,Not fleeing,FALSE
+Pablo Medina,7/11/2016,shot,gun,41,M,H,Romulus,MI,FALSE,attack,Not fleeing,FALSE
+Orville Edwards,7/11/2016,shot,gun,39,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Larry Darnell Gordon,7/11/2016,shot,gun,44,M,W,St. Joseph,MI,FALSE,attack,Not fleeing,FALSE
+Benjamin Zeckovic,7/12/2016,shot,hatchet,23,M,W,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Donald S. Myers,7/13/2016,shot,gun,32,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,TRUE
+Richard G. Dinneny,7/13/2016,shot,toy weapon,56,M,W,Middletown,NY,TRUE,other,Not fleeing,FALSE
+Dayten Ernest Harper,7/14/2016,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Bobby Horne,7/15/2016,shot,gun,63,M,W,Peachland,NC,TRUE,attack,Not fleeing,FALSE
+Billy D. Smith,7/16/2016,shot,gun,31,M,W,Lake Asbury,FL,TRUE,attack,Not fleeing,FALSE
+Patrick Fennell,7/16/2016,shot,gun,57,M,W,Little Egg Harbor Township,NJ,FALSE,other,Foot,FALSE
+Cody Wayne Jarrett,7/16/2016,shot and Tasered,gun,26,M,W,San Bernardino,CA,FALSE,attack,Other,FALSE
+Kevin Higgins,7/17/2016,shot,gun,39,M,W,Sheboygan,WI,FALSE,other,Not fleeing,FALSE
+Jermaine Johnson,7/17/2016,shot,gun,42,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Gavin Eugene Long,7/17/2016,shot,gun,29,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Michael Ray Ramsey,7/17/2016,shot and Tasered,screwdriver,43,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jerry Brimer,7/18/2016,shot,ax,56,M,W,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Javier Garcia Gaona,7/20/2016,shot,knife,31,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Derek Love,7/21/2016,shot,gun,50,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+BJ Medeiros,7/21/2016,shot,gun,36,M,O,Hilo,HI,TRUE,attack,Not fleeing,FALSE
+Paul Edward Yacabitis,7/22/2016,shot,gun,50,M,W,Buckhannon,WV,FALSE,attack,,FALSE
+Austin Jerry Lee Howard,7/23/2016,shot,knife,49,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+Bernard Wells,7/23/2016,shot,gun,31,M,B,Chino,CA,FALSE,attack,Foot,FALSE
+Steven Alfred Longoria,7/23/2016,shot,gun,34,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Robert Lee Lourenco,7/24/2016,shot,hatchet and gun,36,M,W,Winchester,CA,TRUE,attack,Not fleeing,FALSE
+Alvin R. Sylversmythe,7/24/2016,shot,knife,29,M,N,Gallup,NM,TRUE,other,Not fleeing,FALSE
+Jeff Cornell Tyson,7/25/2016,shot,gun,32,M,B,Indianapolis,IN,FALSE,attack,Car,FALSE
+Richard Risher,7/25/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Scot Minard,7/26/2016,shot,gun,50,M,W,Pine River,WI,FALSE,attack,Car,FALSE
+Juan Reynaldo Duran,7/26/2016,shot,gun,36,M,H,Artesia,NM,FALSE,other,,FALSE
+Devon Martes,7/27/2016,shot,gun,17,M,B,Metairie,LA,FALSE,attack,Foot,FALSE
+Dalvin Hollins,7/27/2016,shot,unarmed,19,M,B,Tempe,AZ,TRUE,attack,Foot,FALSE
+Dylan Liberti,7/27/2016,shot,knife,24,M,W,Scottsdale,AZ,FALSE,other,Foot,TRUE
+Saddam Trejeda-Campos,7/27/2016,shot,knife,24,M,H,San Bernardino,CA,TRUE,other,Not fleeing,FALSE
+Emil Ambrose Mecklenburg,7/27/2016,shot,knife,20,M,W,Malta,MT,FALSE,attack,Not fleeing,FALSE
+Michael Adams,7/27/2016,shot,knife,33,M,W,Estill Springs,TN,FALSE,other,Foot,TRUE
+Jorge Moreno-Aguirre,7/28/2016,shot,undetermined,41,M,H,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+Jeffrey Smith,7/28/2016,shot,undetermined,47,M,B,La Quinta,CA,FALSE,other,Car,FALSE
+Paul O'Neal,7/28/2016,shot,,18,M,B,Chicago,IL,FALSE,other,Car,TRUE
+Jesus Rael,7/28/2016,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,Other,FALSE
+Donnell Thompson,7/28/2016,shot,unarmed,27,M,B,Compton,CA,FALSE,attack,Other,FALSE
+Omar Gonzalez,7/28/2016,shot,undetermined,36,M,H,City Terrace,CA,FALSE,other,Car,TRUE
+Amanda Page Bivens,7/29/2016,shot,gun,40,F,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Melvin Faison,7/29/2016,shot,gun,59,M,W,Pleasant Hill,NC,FALSE,attack,Not fleeing,FALSE
+John Casey,7/31/2016,shot,rock,32,M,W,Phelps,KY,FALSE,attack,Foot,FALSE
+Mario Martinez Torres,7/31/2016,shot,undetermined,38,M,H,Wapato,WA,FALSE,undetermined,Not fleeing,FALSE
+Limichael Shine,7/31/2016,shot,knife,18,M,A,Manchester,NJ,TRUE,other,Not fleeing,TRUE
+Korryn Gaines,8/1/2016,shot,gun,23,F,B,Randallstown,MD,FALSE,attack,Not fleeing,FALSE
+Bryan N. Byrd,8/1/2016,shot,,43,M,W,Edmund,SC,FALSE,attack,Car,FALSE
+Kenneth Eugene Bonanno,8/1/2016,shot,gun,67,M,W,Stafford,VA,FALSE,attack,Not fleeing,FALSE
+Richard Swihart,8/1/2016,shot,undetermined,32,M,W,Santa Ana,CA,TRUE,attack,Not fleeing,FALSE
+Richard Lance London,8/2/2016,shot,gun,22,M,W,Lake City,SC,FALSE,attack,Car,FALSE
+Adam Jo Klimek,8/2/2016,shot,knife,31,M,W,Alexandria,MN,FALSE,other,Not fleeing,FALSE
+DeMarco Newman,8/2/2016,shot,gun,43,M,B,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Matthew David Conrad,8/2/2016,shot,gun,34,M,W,Hammett,ID,TRUE,attack,Car,FALSE
+William Bowers,8/2/2016,shot,undetermined,51,M,W,Castaic,CA,FALSE,other,Foot,FALSE
+Benjamin William Heaton,8/3/2016,shot,gun,31,M,W,Clearfield,UT,FALSE,attack,Foot,FALSE
+Bradley Carey,8/3/2016,shot,knife,54,M,W,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+E.J. Walters,8/3/2016,shot,gun,69,M,W,Scott County,VA,FALSE,other,Car,FALSE
+Johannes Wood,8/5/2016,shot,knife,58,M,W,Aldie,VA,TRUE,other,Not fleeing,FALSE
+Jamarion Rashad Robinson,8/5/2016,shot,gun,26,M,B,East Point,GA,TRUE,attack,Not fleeing,FALSE
+David Michael Moya,8/5/2016,shot,crossbow,31,M,,Santee,CA,TRUE,attack,Not fleeing,FALSE
+James Quealy,8/5/2016,shot,gun,59,M,W,Beaver Dam,WI,TRUE,attack,Not fleeing,FALSE
+Jawari Porter,8/7/2016,shot,knife,25,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Earl Pinckney,8/7/2016,shot,knife,20,M,B,Harrisburg,PA,TRUE,other,Not fleeing,FALSE
+Darnell Wicker,8/8/2016,shot,knife,57,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Michael McClurg,8/8/2016,shot,gun,56,M,W,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+James Eugene Burgess,8/8/2016,shot,gun,64,M,W,Wilkesboro,NC,FALSE,attack,Not fleeing,FALSE
+Juan J. Godines,8/8/2016,shot,gun,34,M,H,Georgetown,KY,FALSE,attack,Other,FALSE
+James W. Jennings,8/8/2016,shot,gun,69,M,W,Little Mountain,SC,TRUE,attack,Not fleeing,FALSE
+Ronald Smith,8/9/2016,shot,gun,45,M,W,Circleville,OH,TRUE,other,Not fleeing,FALSE
+Jesse James Romero,8/9/2016,shot,gun,14,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jeffrey Allen Morris,8/9/2016,shot,undetermined,44,M,W,Piedmont,SC,FALSE,other,Not fleeing,FALSE
+Jeff Martelli,8/11/2016,shot,gun,59,M,W,Tukwila,WA,TRUE,attack,Not fleeing,FALSE
+Sergio Daniel Weick,8/11/2016,shot,knife,33,M,H,Vista,CA,FALSE,undetermined,Other,FALSE
+Tommy Seneca,8/11/2016,shot,gun,54,M,W,Plaquemine,LA,FALSE,attack,Not fleeing,FALSE
+Jesus Armando Carillo,8/12/2016,shot,undetermined,22,M,H,Mesa,AZ,FALSE,other,Car,FALSE
+Dominic Rollice,8/12/2016,shot and Tasered,hammer,49,M,W,Tahlequah,OK,TRUE,other,Not fleeing,TRUE
+Sylville Smith,8/13/2016,shot,gun,23,M,B,Milwaukee,WI,FALSE,other,Foot,TRUE
+Ruben Horacio Strand Alvear,8/13/2016,shot,knife,38,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Perry Lee Heitman,8/13/2016,shot,gun,53,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Eric Ortega Soto,8/13/2016,shot,,36,M,H,Hayward,CA,FALSE,other,Car,FALSE
+Jovany Martinez,8/15/2016,shot,metal pole,29,M,H,Falls Church,VA,TRUE,other,Not fleeing,FALSE
+Danny Pirtle,8/15/2016,shot,gun,42,M,W,Counce,TN,FALSE,attack,Other,FALSE
+Michael S. Martin,8/16/2016,shot,gun,36,M,W,Rome,OH,FALSE,other,Car,FALSE
+Carl Nivens,8/16/2016,shot,gun,32,M,W,Lenoir,NC,FALSE,attack,Foot,TRUE
+Larry Eugene Kurtley,8/16/2016,shot,toy weapon,53,M,W,Apache Junction,AZ,FALSE,other,Not fleeing,FALSE
+Colby Friday,8/16/2016,shot,gun,30,M,B,Stockton,CA,FALSE,other,Foot,TRUE
+Marcos Antonio Gastelum,8/16/2016,shot,unarmed,25,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Kenney Watkins,8/16/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+John O'Handley,8/16/2016,shot,gun,55,M,W,Augusta,WV,FALSE,other,Not fleeing,FALSE
+Omer Ismail Ali,8/17/2016,shot,piece of wood,27,M,B,Kelso,WA,FALSE,attack,Not fleeing,FALSE
+Francisco Villarreal,8/18/2016,shot,gun,37,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Daniel Kevin Harris,8/18/2016,shot,unarmed,29,M,W,Charlotte,NC,FALSE,other,Car,TRUE
+Chad Irwin,8/18/2016,shot,knife,40,M,W,Antelope,CA,FALSE,other,Not fleeing,FALSE
+Joseph Weber,8/18/2016,shot,undetermined,36,M,W,Hays,KS,FALSE,other,Car,FALSE
+Trenton Lohman,8/18/2016,shot,gun,38,M,W,Poway,CA,FALSE,attack,Car,FALSE
+David Klassen,8/18/2016,shot,gun,29,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+David Fulton,8/18/2016,shot,gun,59,M,W,McKinneyville,CA,TRUE,attack,Not fleeing,FALSE
+Marcelo Luna,8/19/2016,shot,bayonet,47,M,H,East Hollywood,CA,TRUE,undetermined,Not fleeing,FALSE
+Jorge Ceniceros,8/19/2016,shot,gun,22,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kole B. Knight,8/19/2016,shot,toy weapon,31,M,W,New London,WI,TRUE,attack,Not fleeing,TRUE
+Kyle Zimbelman,8/19/2016,shot,undetermined,29,M,W,Reno,NV,FALSE,undetermined,Car,FALSE
+Todd P. Browning,8/19/2016,shot,knife,54,M,W,East Ridge,TN,FALSE,other,Not fleeing,FALSE
+Pedro Montanez,8/20/2016,shot,knife,71,M,H,Indio,CA,FALSE,other,Not fleeing,TRUE
+Juan Gabriel Torres,8/21/2016,shot,knife,36,M,H,Las Cruces,NM,FALSE,other,Not fleeing,TRUE
+Kelley Brandon Forte,8/22/2016,shot,knife,34,M,B,Hamilton,OH,FALSE,attack,Not fleeing,FALSE
+Bobby Lyn Buck,8/23/2016,shot,gun,49,M,W,Myra,TX,FALSE,other,Car,FALSE
+Elias Portillo,8/24/2016,shot,gun,36,M,H,Oak Cliff,TX,FALSE,attack,Foot,FALSE
+William Charbonneau,8/24/2016,shot,gun,43,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+Jeffrey Darren Hosea,8/24/2016,shot,gun,53,M,W,Shelbyville,TN,FALSE,attack,Not fleeing,FALSE
+Donta Taylor,8/25/2016,shot,gun,31,M,B,Compton,CA,FALSE,attack,Foot,FALSE
+David Coborubio,8/25/2016,shot,undetermined,32,M,H,Compton,CA,FALSE,undetermined,Not fleeing,FALSE
+Jerry Lee Jackson,8/25/2016,shot and Tasered,knife,63,M,,Fort Collins,CO,FALSE,other,Not fleeing,TRUE
+Matthew Gibbon,8/26/2016,shot,gun,41,M,W,Las Vegas,NV,FALSE,attack,Foot,FALSE
+Angel Torres Jr.,8/27/2016,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Darrel Hetrick,8/27/2016,shot,gun,82,M,W,Morgantown,WV,FALSE,attack,Not fleeing,TRUE
+Terry Salazar,8/27/2016,shot and Tasered,knife,49,M,,Denver,CO,FALSE,other,Not fleeing,FALSE
+Justin Kulhanek-Derks,8/28/2016,shot,gun,37,M,W,Eagan,MN,TRUE,attack,Not fleeing,FALSE
+Jaqwan Julius Terry,8/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Paula Dell Phillips,8/29/2016,shot,gun,35,F,W,Kingman,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Peacor,8/29/2016,shot and Tasered,knife,56,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+James Robert Richards,8/29/2016,shot and Tasered,gun,28,M,,Fairbanks,AK,FALSE,attack,Foot,TRUE
+Levonia Riggins,8/30/2016,shot,unarmed,22,M,B,Tampa,FL,FALSE,other,Not fleeing,FALSE
+Lyle Patrick Blanchard,8/30/2016,shot,gun,59,M,W,Harker Heights,TX,FALSE,attack,Other,FALSE
+Justin Baker,8/30/2016,shot and Tasered,chain saw,36,M,,Graham,WA,TRUE,attack,Not fleeing,FALSE
+Gregory Mathis,8/30/2016,shot and Tasered,knife,36,M,W,Weatherford,TX,FALSE,other,Not fleeing,FALSE
+Michael Ferguson,8/31/2016,shot,gun,21,M,W,Denver,CO,FALSE,attack,Foot,FALSE
+Thomas E. Sekscinski,8/31/2016,shot,,38,M,W,McDowell,MO,FALSE,other,Car,FALSE
+Ed Holup,9/1/2016,shot,,60,M,W,Sylvania Township,OH,TRUE,other,Not fleeing,FALSE
+Caleb J. Douglas,9/1/2016,shot,gun,18,M,W,Wichita,KS,FALSE,other,Car,TRUE
+Joshua Quintero,9/1/2016,shot,gun,23,M,H,Florence,CA,FALSE,other,Foot,FALSE
+TK TK,9/1/2016,shot and Tasered,pipe,,M,H,Huntington Park,CA,FALSE,other,Not fleeing,FALSE
+Joseph Moreno,9/2/2016,shot,gun,38,M,H,Alamogordo,NM,FALSE,attack,Foot,TRUE
+Randall Rodick,9/2/2016,shot,gun,40,M,,Parker,CO,TRUE,attack,Car,TRUE
+Michael Robert Musson,9/2/2016,shot,glass shard,22,M,W,Round Lake,IL,FALSE,other,Not fleeing,FALSE
+Michael Thompson,9/2/2016,shot,gun,38,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Jerome Damon,9/3/2016,shot,undetermined,25,M,B,Atlantic City,NJ,FALSE,undetermined,Foot,FALSE
+Cameron Ayers,9/3/2016,shot,undetermined,25,M,W,East Wenatchee,WA,FALSE,undetermined,Not fleeing,FALSE
+Donny Max Daugherty,9/3/2016,shot,gun,36,M,W,Metropolis,IL,FALSE,undetermined,Other,FALSE
+Jeremiah Richard Ramirez,9/3/2016,shot,gun,,M,,Temple,TX,FALSE,attack,Car,FALSE
+Jose Romero,9/4/2016,shot,knife,,M,H,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Simon Gomez,9/4/2016,shot,knife,44,M,H,Grand Junction,CO,TRUE,other,Not fleeing,FALSE
+Moses Ruben,9/5/2016,shot,gun,36,M,B,Ellis County,TX,FALSE,attack,Car,FALSE
+Cesar Garcia,9/5/2016,shot,gun,35,M,H,Austin,TX,FALSE,other,Not fleeing,FALSE
+David L. Anderson,9/6/2016,shot,vehicle,25,M,W,Omaha,NE,FALSE,other,Other,FALSE
+Bernard Cottrell,9/6/2016,shot,gun,65,M,,Spencer,WV,TRUE,attack,Car,FALSE
+Steven Del Rio,9/6/2016,shot,gun,31,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Larry Grant Whitehead,9/6/2016,shot,gun,70,M,W,Gray,TN,FALSE,other,Not fleeing,TRUE
+Dylan Papa,9/6/2016,shot,sword,25,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Lee Brown,9/7/2016,shot,knife,55,M,B,Albany,GA,FALSE,attack,Not fleeing,FALSE
+Jesse Daniel Joynt,9/7/2016,shot,undetermined,35,M,W,Titusville,FL,FALSE,undetermined,Not fleeing,FALSE
+Sadiq Bishara-Abaker Idris,9/7/2016,shot,gun,25,M,B,Wyoming,MI,FALSE,attack,Not fleeing,FALSE
+Francis Perry,9/8/2016,shot,gun,32,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Jose Torres,9/8/2016,shot,toy weapon,38,M,H,Delhi,CA,FALSE,attack,Not fleeing,FALSE
+Ricardo Tenorio,9/9/2016,shot,gun,32,M,H,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Travis Ell,9/9/2016,shot,unknown weapon,64,M,W,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Gregory Frazier,9/9/2016,shot,knife,55,M,B,Pompano Beach,FL,FALSE,other,Not fleeing,FALSE
+Dennis Claude Stanley,9/10/2016,shot,toy weapon,69,M,W,Montcalm,WV,TRUE,other,Not fleeing,TRUE
+Adrian Joseph Shaffer,9/10/2016,shot,gun,37,M,W,Boulder,CO,FALSE,attack,Not fleeing,TRUE
+Terrence Sterling,9/11/2016,shot,motorcycle,31,M,B,Washington,DC,FALSE,attack,Other,FALSE
+Eugene Craig,9/12/2016,shot,gun,86,M,,Saratoga,CA,FALSE,other,Not fleeing,FALSE
+Markell Bivins,9/12/2016,shot,knife,25,M,B,Cedar Rapids,IA,FALSE,attack,Not fleeing,FALSE
+Christian Vargas,9/12/2016,shot,unarmed,25,M,H,Colton,CA,FALSE,other,Car,FALSE
+Tyre King,9/14/2016,shot,toy weapon,13,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Robert Carrillo,9/15/2016,shot,gun,32,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Joseph Allen Schlosser,9/15/2016,shot,gun,69,M,W,Weeki Wachi,FL,TRUE,other,Not fleeing,FALSE
+Morgan Wayne Crocker,9/15/2016,shot and Tasered,gun,34,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Thomas P. Mone,9/16/2016,shot,gun,46,M,,Big Bear,MO,FALSE,attack,Not fleeing,FALSE
+Jesse Beshaw,9/16/2016,shot,unarmed,29,M,N,Winooski,VT,FALSE,other,Foot,TRUE
+Lucas Anderson,9/16/2016,shot,knife,29,M,W,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Terence Crutcher,9/16/2016,shot and Tasered,unarmed,40,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Robert Duh,9/17/2016,shot,hatchet,42,M,W,Beaumont,CA,FALSE,other,Not fleeing,FALSE
+Nicholas Glenn,9/17/2016,shot,gun,25,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Robert Young,9/17/2016,shot,toy weapon,45,M,W,Huntsville,AL,FALSE,attack,Other,TRUE
+William Joseph Ryan,9/17/2016,shot,gun,55,M,W,Rutherfordton,NC,TRUE,attack,Not fleeing,FALSE
+Dahir Adan,9/17/2016,shot,knife,22,M,O,St. Cloud,MN,FALSE,attack,Not fleeing,FALSE
+Philip Hasan,9/18/2016,shot,gun,61,M,B,Akron,OH,FALSE,other,Not fleeing,FALSE
+Michelle Miller,9/19/2016,shot,gun,46,F,W,Spring,TX,TRUE,attack,Not fleeing,TRUE
+Jeremy Ray Swenson,9/19/2016,shot,unknown weapon,30,M,W,Logan Canyon,UT,TRUE,other,Not fleeing,FALSE
+Gary Don Lafon,9/19/2016,shot,gun,56,M,W,Wood County,TX,TRUE,attack,Not fleeing,FALSE
+Charles Dove,9/20/2016,shot,gun,35,M,W,Decatur County,TN,FALSE,other,Car,TRUE
+Joshua Scott,9/20/2016,shot,gun,22,M,W,Port St. Lucie,FL,TRUE,attack,Not fleeing,FALSE
+Michael Goodale,9/20/2016,shot,unknown weapon,23,M,W,Mashantucket,CT,FALSE,other,Not fleeing,FALSE
+Keith Lamont Scott,9/20/2016,shot,gun,43,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Sandy Joe Duke,9/20/2016,shot,gun,43,M,W,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Thomas Tucker,9/20/2016,shot,gun,49,M,W,Westminster,CO,FALSE,other,Foot,FALSE
+Austin M. Baier,9/21/2016,shot,unarmed,23,M,W,Louisville,NE,FALSE,other,Not fleeing,FALSE
+Jesse Ataway,9/23/2016,shot,undetermined,41,M,W,Fair Oaks,CA,FALSE,attack,Foot,FALSE
+Oddis Bernard Colvin,9/23/2016,shot,,33,M,B,Pikesville,MD,FALSE,other,Not fleeing,TRUE
+Christopher Contreras,9/23/2016,shot,gun,30,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Cody Lafont,9/25/2016,shot,gun,25,M,W,Claremont,NH,TRUE,other,Not fleeing,FALSE
+Anthony Ray Bauer,9/26/2016,shot,gun,52,M,W,Garden City,ID,FALSE,attack,Other,FALSE
+Leeland White,9/26/2016,shot,gun,32,M,W,Little Rock,AR,TRUE,other,Not fleeing,FALSE
+Nathan DeSai,9/26/2016,shot,gun,46,M,W,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Jamie Joseph Lewis,9/26/2016,shot,gun,48,M,W,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Alfred Olango,9/27/2016,shot,unarmed,38,M,B,El Cajon,CA,TRUE,attack,Not fleeing,TRUE
+John Ethan Carpentier,9/27/2016,shot,,26,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Christopher Sowell,9/28/2016,shot,unarmed,32,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Johnathan Lozano-Murillo,9/28/2016,shot,knife,28,M,H,Valdosta,GA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Clair Cave,9/29/2016,shot,gun,53,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Clayton Eugene Baker,9/30/2016,shot,,38,M,W,Groveton,TX,FALSE,undetermined,Not fleeing,FALSE
+George Richards-Meyers,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Douglas Marrickus Rainey,9/30/2016,shot,gun,32,M,B,Campobello,SC,FALSE,attack,Foot,FALSE
+Richard Parent,9/30/2016,shot,gun,37,M,W,Belleville,MI,FALSE,attack,Other,FALSE
+Najier Salaam,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Jacquarius M. Robinson,9/30/2016,shot,gun,20,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Joshua Allen Perry,10/1/2016,shot,gun,28,M,W,Hometown,WV,FALSE,attack,Foot,FALSE
+Carnell Snell,10/1/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,undetermined,Foot,TRUE
+Daniel Perez,10/2/2016,shot,toy weapon,16,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Donte T. Jones,10/2/2016,shot,unknown weapon,36,M,B,Markham,IL,FALSE,other,Not fleeing,FALSE
+Robert Dapkus,10/3/2016,shot,gun,57,M,W,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+John H. Fetter,10/3/2016,shot,gun,49,M,W,Ventnor,NJ,FALSE,other,Not fleeing,FALSE
+Isaias Salgado,10/4/2016,shot,brick,31,M,H,Riverview,FL,FALSE,attack,Foot,FALSE
+Zachary Sutton,10/4/2016,shot,gun,26,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Dean Bruning,10/4/2016,shot,gun,51,M,W,Hessel,MI,TRUE,other,Not fleeing,FALSE
+Brandon Simmons,10/5/2016,shot,machete,28,M,W,Boulder,CO,TRUE,other,Not fleeing,FALSE
+Lucas M. Felkel,10/5/2016,shot,gun,35,M,W,Moncks Corner,SC,FALSE,attack,Car,FALSE
+Larry Daniel Matthews,10/7/2016,shot,pepper spray,57,M,B,Macon,GA,FALSE,other,Not fleeing,FALSE
+Joseph S. Schroeder,10/7/2016,shot,knife,36,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Eddie Collins,10/7/2016,shot,gun,42,M,W,Killeen,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Darnell Shackleford,10/7/2016,shot,gun,,M,B,Alexandria,LA,FALSE,attack,Not fleeing,FALSE
+Thomas Jeffery Burns,10/7/2016,shot,toy weapon,49,M,W,Benton,AR,FALSE,other,Not fleeing,FALSE
+Ricardo Hernandez,10/8/2016,shot,knife,21,M,H,Federal Way,WA,TRUE,other,Not fleeing,FALSE
+Dylan Rogers,10/8/2016,shot,,39,M,,Wetumka,OK,FALSE,other,Not fleeing,FALSE
+Kim Jackson,10/8/2016,shot,knife,53,F,W,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Charles Antrup,10/8/2016,shot,knife,62,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Deric J. Brown,10/9/2016,shot,gun,41,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Luis Michael Hoff,10/9/2016,shot,gun,40,M,W,Scottsdale,AZ,TRUE,other,Car,FALSE
+Dennis Hunt,10/10/2016,shot,gun,50,M,,Lumberton,NC,FALSE,other,Not fleeing,FALSE
+Maurico Barron,10/10/2016,shot,undetermined,27,M,H,Irvine,CA,TRUE,other,Not fleeing,FALSE
+Kheyanev Littledog,10/10/2016,shot,gun,19,M,N,Midland,TX,FALSE,other,,FALSE
+Devan Desnoyers,10/10/2016,shot,,26,M,W,Westlake,OH,FALSE,other,Car,FALSE
+Michael L. Taylor,10/11/2016,shot,knife,44,M,A,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Dominick Musulman,10/11/2016,shot,knife,30,M,W,Concord,CA,FALSE,other,Not fleeing,FALSE
+Blaine J. Beason,10/12/2016,shot,gun,31,M,W,Livingston Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kirk Figueroa,10/12/2016,shot,gun,33,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Matthew Brewer,10/12/2016,shot,gun,22,M,W,Morehead,KY,FALSE,attack,Not fleeing,FALSE
+Rex Vance Wilson,10/13/2016,shot,gun,50,M,,Las Vegas,NV,FALSE,other,Car,TRUE
+Patrick D. Reddeck,10/13/2016,shot,gun,38,M,W,Kent,WA,FALSE,other,Not fleeing,FALSE
+Shawn Pappe,10/13/2016,shot and Tasered,knife,46,M,W,Grants Pass,OR,TRUE,other,,FALSE
+Chaz Logan York,10/14/2016,shot,baseball bat,23,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+George Zapata,10/14/2016,shot,gun,24,M,H,Oak Cliff,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas McWherter,10/14/2016,shot,gun,26,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Daniel Richard Murphy,10/15/2016,shot,gun,38,M,,Phenix City,AL,FALSE,attack,Not fleeing,FALSE
+Micah Dsheigh Jester,10/16/2016,shot,toy weapon,26,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Sean Arlt,10/16/2016,shot and Tasered,metal rake,32,M,W,Santa Cruz,CA,TRUE,attack,Not fleeing,FALSE
+Rolando Delgado,10/17/2016,shot,sword,50,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Keegan Schweikle,10/17/2016,shot,gun,17,M,W,Benton,AR,TRUE,attack,Foot,FALSE
+Eric St. Germain,10/17/2016,shot and Tasered,knife,39,M,W,Holiday,FL,TRUE,other,Not fleeing,FALSE
+Darius Wimberly,10/18/2016,shot,gun,28,M,B,Benton Harbor,MI,FALSE,attack,Not fleeing,TRUE
+Deborah Danner,10/18/2016,shot,baseball bat,66,F,B,Bronx,NY,TRUE,attack,Not fleeing,FALSE
+Salvador Reyes,10/18/2016,shot,gun,42,M,H,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Charles Stidham,10/18/2016,shot,gun,34,M,W,Paris,KY,FALSE,attack,Not fleeing,FALSE
+Frank J. Sandor,10/19/2016,shot,,38,M,W,Willoughby,OH,FALSE,undetermined,Car,FALSE
+Anthony Garcia,10/19/2016,shot,gun,24,M,,Dallas,TX,FALSE,other,Not fleeing,FALSE
+Javier Munoz,10/19/2016,shot,undetermined,28,M,H,Henderson,NV,FALSE,attack,Car,FALSE
+Jacob DePetris,10/20/2016,shot,gun,29,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Renee Davis,10/21/2016,shot,gun,23,F,N,Muckleshoot Indian Reservation,WA,TRUE,other,Not fleeing,FALSE
+William Frost,10/21/2016,shot and Tasered,knife,58,M,W,Tulsa,OK,FALSE,other,,FALSE
+Nathaniel B. Dorough,10/22/2016,shot,unknown weapon,21,M,W,Westover,AL,TRUE,other,Not fleeing,FALSE
+Kristofer Daniel Youngquist,10/23/2016,shot,toy weapon,45,M,W,Peterson,MN,FALSE,attack,Not fleeing,FALSE
+Kenny Tomblin,10/23/2016,shot,gun,38,M,W,Edmonton,KY,FALSE,attack,Not fleeing,FALSE
+Demetrius Mac Moore,10/23/2016,shot,gun,40,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Aaron Marquis Ballard,10/24/2016,shot,gun,19,M,B,North St. Louis,MO,FALSE,attack,Car,FALSE
+Roy Lee Richards,10/25/2016,shot,toy weapon,46,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Brandon Jones,10/25/2016,shot,toy weapon,25,M,W,Elkton,MD,TRUE,attack,Not fleeing,FALSE
+Chelsea M. Porter,10/25/2016,shot,toy weapon,25,F,W,Elkton,MD,FALSE,attack,Not fleeing,FALSE
+Brandon Millard,10/25/2016,shot,knife,37,M,W,Lincoln,CA,TRUE,other,Not fleeing,FALSE
+Malcolm Loren Hickson,10/26/2016,shot,gun,25,M,B,Carrollton,TX,FALSE,other,Not fleeing,FALSE
+William Clifford Cole,10/26/2016,shot and Tasered,unarmed,36,M,W,Bartlesville,OK,FALSE,attack,Not fleeing,FALSE
+Kyle Killough,10/27/2016,shot,gun,32,M,W,Billings,MT,TRUE,other,Not fleeing,FALSE
+Thad Demarco Hale,10/27/2016,shot,gun and knife,33,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Edwin Amaya Maldonado,10/27/2016,shot,undetermined,24,M,H,Elberton,GA,FALSE,attack,Foot,FALSE
+Jay Johannes Holmgren,10/28/2016,shot,gun,37,M,W,Morris,MN,FALSE,attack,Other,FALSE
+Jason King,10/28/2016,shot,gun,38,M,B,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jun Wang,10/28/2016,shot,knife,45,M,A,North Royalton,OH,TRUE,attack,Not fleeing,FALSE
+Terrence Coleman,10/30/2016,shot,knife,31,M,B,Boston,MA,TRUE,other,Not fleeing,FALSE
+Kenneth Jack Kennedy,10/30/2016,shot,,34,M,W,Kingman,AZ,FALSE,other,Car,FALSE
+Jordan Gonzales,10/30/2016,shot,gun,23,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Michael Dale Vance Jr.,10/30/2016,shot,gun,38,M,,Leedey,OK,FALSE,attack,Car,FALSE
+Michelle Lee Shirley,10/31/2016,shot,vehicle,39,F,B,Torrance,CA,TRUE,attack,Car,FALSE
+Jose Armando Cueva,10/31/2016,shot,knife,55,M,H,Chatsworth,CA,FALSE,attack,Not fleeing,FALSE
+Ashley Sides,10/31/2016,shot,gun,31,F,W,Brookville,OH,FALSE,attack,Other,FALSE
+Henry Simpson,11/1/2016,shot,gun,76,M,W,Carson City,NV,FALSE,other,Not fleeing,FALSE
+Wilton Henry,11/2/2016,shot,gun,59,M,W,Houma,LA,TRUE,attack,Not fleeing,TRUE
+Jesse Jay Taylor,11/2/2016,shot,undetermined,40,M,W,West Jordan,UT,FALSE,undetermined,Other,FALSE
+Ferguson Laurent,11/3/2016,shot,gun,23,M,B,Salisbury,NC,FALSE,attack,Not fleeing,FALSE
+Dennis Kirk,11/3/2016,shot,knife,64,M,,Chambersburg,PA,TRUE,attack,Not fleeing,FALSE
+Rita King,11/3/2016,shot,gun,56,F,,Loganville,GA,FALSE,attack,Not fleeing,FALSE
+Abraham Ortiz,11/4/2016,shot,undetermined,26,M,H,Palm Springs,CA,FALSE,undetermined,Not fleeing,FALSE
+Manuel Rosales,11/4/2016,shot,gun,35,M,H,New York,NY,TRUE,attack,Other,FALSE
+John F. Zemola,11/5/2016,shot,knife,49,M,W,Lealman,FL,TRUE,other,Not fleeing,FALSE
+James Carl Coale,11/5/2016,shot,,36,M,W,Okemah,OK,FALSE,other,Car,FALSE
+Russell Elswick,11/5/2016,shot,gun,56,M,W,Clendenin,WV,FALSE,attack,Not fleeing,FALSE
+Edward Lowell Hills,11/5/2016,shot,gun,59,M,,Beaver,WA,FALSE,undetermined,,FALSE
+Patrick Wise,11/5/2016,shot,gun,34,M,W,Gladewater,TX,FALSE,other,Other,TRUE
+Joel B. Keenan,11/6/2016,shot,gun,43,M,W,Aiken,SC,TRUE,attack,Not fleeing,FALSE
+Jimmy L. Testa,11/6/2016,shot,metal pipe,31,M,W,Maurice River,NJ,FALSE,other,Foot,FALSE
+Christian Andrew Redwine,11/6/2016,shot,,17,M,W,Phenix City,AL,FALSE,other,Car,FALSE
+Joseph Newcomb,11/6/2016,shot,hammer,32,M,W,Hensley,WV,TRUE,other,Not fleeing,FALSE
+David Contreras,11/6/2016,shot and Tasered,undetermined,33,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Randy J. Clark,11/6/2016,shot and Tasered,,43,M,W,Bowling Green,KY,FALSE,undetermined,Car,FALSE
+Darryl Chisholm,11/7/2016,shot,gun,31,M,B,Philadelphia,PA,FALSE,attack,Other,FALSE
+Juan Ramos,11/8/2016,shot,gun,23,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Evan Cox,11/8/2016,shot,,26,M,W,Ashtabula,OH,FALSE,attack,Car,FALSE
+Carlos Mendez,11/8/2016,shot,gun,45,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Kenton Kobza,11/8/2016,shot and Tasered,unarmed,19,M,W,Hays,KS,FALSE,attack,Car,FALSE
+Daniel Erickson,11/9/2016,shot,gun,36,M,W,Show Low,AZ,FALSE,attack,Not fleeing,FALSE
+George Delacruz,11/10/2016,shot,gun,41,M,H,San Angelo,TX,FALSE,undetermined,,FALSE
+John Pacuicrk,11/10/2016,shot,gun,53,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Brian Gaither,11/11/2016,shot,,24,M,W,Grand Junction,CO,FALSE,attack,Car,FALSE
+Marco Romero,11/11/2016,shot,gun,,M,H,Boise,ID,FALSE,attack,Other,FALSE
+William Ray Score,11/11/2016,shot,gun,47,M,,Montrose County,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Depeiza,11/11/2016,shot and Tasered,unarmed,,M,B,East Point,GA,FALSE,attack,Foot,FALSE
+James Dale Ritchie,11/12/2016,shot,gun,40,M,W,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Richard T. Herrera,11/12/2016,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Juan Carlos Fernandez,11/13/2016,shot,gun,22,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Daniel Laguna,11/13/2016,shot,gun,21,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan M. Young,11/13/2016,shot and Tasered,baseball bat,38,M,,Bloomsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Cookson,11/15/2016,shot,knife,48,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Rasheem Singletary,11/15/2016,shot,,25,M,B,York County,PA,FALSE,other,Car,FALSE
+Robert Daffern,11/15/2016,shot,gun,37,M,W,Webster,TX,FALSE,attack,Not fleeing,FALSE
+Jose George Anthony Franco,11/16/2016,shot,machete,37,M,H,Whittier,CA,FALSE,other,Not fleeing,FALSE
+Edmund Leighty,11/16/2016,shot,gun,56,M,W,Redding,CA,FALSE,other,Not fleeing,FALSE
+Dontrell Montrese Carter,11/18/2016,shot,gun,25,M,B,Ludowici,GA,FALSE,attack,Not fleeing,FALSE
+Darius Jones,11/18/2016,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Joseph Leland Fletcher,11/18/2016,shot and Tasered,gun,35,M,W,Fort Walton Beach,FL,TRUE,other,Not fleeing,FALSE
+Samson Fleurant,11/18/2016,shot and Tasered,machete,25,M,B,Port St. Lucie,FL,TRUE,other,Not fleeing,FALSE
+Gabriel Parker,11/18/2016,shot and Tasered,machete,48,M,,Casa Grande,AZ,TRUE,other,Not fleeing,FALSE
+Adalid Flores,11/19/2016,shot,,29,M,H,Anaheim,CA,FALSE,attack,Foot,TRUE
+Steve Dwayne Vananda,11/19/2016,shot,gun,55,M,,Chickasha,OK,FALSE,attack,Not fleeing,TRUE
+Erickson Brito,11/19/2016,shot,baton,21,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Luke Smith,11/19/2016,shot and Tasered,knife,15,M,A,Watsonville,CA,FALSE,other,Foot,TRUE
+Andrew Moreno,11/20/2016,shot,gun,24,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jacob C. Stevens,11/20/2016,shot,gun,18,M,W,Kansas City,MO,FALSE,other,Foot,FALSE
+George Bush III,11/21/2016,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Michael Giles,11/21/2016,shot,knife,27,M,W,Lompoc,CA,TRUE,other,Foot,FALSE
+Mark Daniel Sly,11/22/2016,shot,gun,45,M,H,La Mirada,CA,FALSE,attack,Not fleeing,FALSE
+Ivory C. Pantallion,11/22/2016,shot,gun,36,M,B,Baytown,TX,FALSE,other,Car,FALSE
+Frank Nathaniel Clark,11/22/2016,shot,undetermined,34,M,B,Durham,NC,FALSE,undetermined,Not fleeing,FALSE
+Talif Scudder,11/22/2016,shot,gun,23,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+William J. Beavers,11/23/2016,shot,knife,43,M,W,Lealman,FL,FALSE,other,Not fleeing,FALSE
+Kajuan Raye,11/23/2016,shot,undetermined,19,M,B,Chicago,IL,FALSE,undetermined,Foot,FALSE
+Don Fitzgerald White,11/24/2016,shot,knife,45,M,,Jackson,TN,TRUE,attack,Not fleeing,FALSE
+Cleotha Mitchell,11/25/2016,shot,gun,37,M,B,Chicago,IL,FALSE,attack,,FALSE
+Jerome Chris Harmon,11/25/2016,shot,gun,23,M,B,Hattiesburg,MS,FALSE,attack,Other,FALSE
+Carlos Valencia,11/25/2016,shot,unarmed,26,M,H,Tucson,AZ,FALSE,other,Not fleeing,TRUE
+Derek Adame,11/26/2016,shot,,20,M,H,Surprise,AZ,FALSE,attack,Car,TRUE
+Norman J. Strobel,11/27/2016,shot,gun,59,M,W,Naples,ME,FALSE,attack,Not fleeing,FALSE
+Richard Grimes,11/27/2016,shot,gun,33,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Terrell Walker,11/27/2016,shot,gun,48,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Walter R. Echols,11/27/2016,shot and Tasered,blunt object,50,M,W,Olathe,KS,FALSE,attack,Not fleeing,FALSE
+Abdul Razak Ali Artan,11/28/2016,shot,knife,18,M,O,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Renato Cartagena,11/28/2016,shot,gun,23,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Irecas Valentine,11/28/2016,shot,,41,M,B,Hickory,NC,FALSE,other,Car,FALSE
+Michael McInnis,11/29/2016,shot,gun,41,M,W,Lynn,MA,FALSE,other,Not fleeing,FALSE
+Toby Cummins,11/29/2016,shot,rock,55,M,W,Friendswood,TX,FALSE,other,Car,TRUE
+Bradley King,11/29/2016,shot,knife,29,M,W,Avon,IN,TRUE,other,Not fleeing,FALSE
+Alexander Chance Partain,11/29/2016,shot,undetermined,31,M,W,Iva,SC,FALSE,other,Foot,FALSE
+David K. Crosby-Dowdy,11/30/2016,shot,gun,25,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+"Bruce Randall ""Zeus"" Johnson",12/1/2016,shot,gun,38,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Jose N. Barron Gomez,12/1/2016,shot,gun,,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Quinton Phillips,12/1/2016,shot,gun,83,M,W,Dover,AR,FALSE,attack,Not fleeing,FALSE
+Dylan M. Dalzell,12/2/2016,shot,crowbar,22,M,W,Simpsonsville,KY,FALSE,other,Not fleeing,FALSE
+Derek Lynn Scott,12/2/2016,shot,gun,33,M,W,Tuscumbia,AL,FALSE,attack,Not fleeing,FALSE
+Josh Dunne,12/2/2016,shot,undetermined,36,M,W,Las Cruces,NM,TRUE,undetermined,Not fleeing,FALSE
+Isreal Flores,12/3/2016,shot,gun,38,M,,Metairie,LA,FALSE,attack,Foot,FALSE
+Saif Nasser Mubarek Alameri,12/4/2016,shot,undetermined,26,M,A,Hudson,OH,FALSE,other,Foot,FALSE
+Norman Gary,12/4/2016,shot,gun,29,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Richard R. Jones,12/6/2016,shot,gun,55,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Westley Daum,12/6/2016,shot,gun,47,M,W,Orange City,FL,FALSE,attack,Not fleeing,FALSE
+Steven Wayne Liffel,12/6/2016,shot,gun,52,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Wayne Donald Dorsey,12/6/2016,shot and Tasered,oar,49,M,W,Fruitland Park,FL,FALSE,attack,Other,FALSE
+Keelan Charles Murray,12/7/2016,shot,undetermined,37,M,W,Dallas,TX,FALSE,undetermined,,FALSE
+Redrick Jevon Batiste,12/7/2016,shot,gun,37,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Riedmann,12/7/2016,shot,undetermined,36,M,W,Sioux City,IA,FALSE,other,Not fleeing,FALSE
+Steven Garrett Ward,12/7/2016,shot,knife,20,M,,Avella,PA,TRUE,attack,Not fleeing,FALSE
+Mark Anthony Hicks,12/7/2016,shot and Tasered,knife,31,M,B,Fayetteville,NC,FALSE,other,Not fleeing,TRUE
+TK TK,12/8/2016,shot,gun,,M,,Allen,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Joshua Whitney,12/9/2016,shot,,30,M,O,Keaau,HI,FALSE,other,Not fleeing,FALSE
+Brent Quinn,12/9/2016,shot,gun,,M,W,Leland,NC,FALSE,attack,Not fleeing,FALSE
+Scott MacIntosh,12/9/2016,shot,machete and gun,35,M,W,Forks Township,PA,TRUE,other,Not fleeing,FALSE
+Waltki Williams,12/10/2016,shot,gun,35,M,B,Sumter,SC,FALSE,attack,Foot,TRUE
+Samson G. Varner,12/10/2016,shot,knife,36,M,W,Greenwood,IN,FALSE,other,Not fleeing,TRUE
+Randy Lee Cumberledge,12/11/2016,shot,,39,M,W,Fairmont,WV,FALSE,other,Not fleeing,FALSE
+Jose Angel Vallarta,12/11/2016,shot,knife,30,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Amber Lewis,12/11/2016,shot,toy weapon,44,F,W,Bullhead City,AZ,TRUE,attack,Not fleeing,FALSE
+Gary Leon Herd,12/11/2016,shot,gun,24,M,W,Medicine Lodge,KS,FALSE,attack,Not fleeing,FALSE
+Timothy Case,12/11/2016,shot and Tasered,knife,53,M,W,York,NE,TRUE,other,Not fleeing,FALSE
+Francisco Serna,12/12/2016,shot,unarmed,73,M,H,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Rainer Tyler Smith,12/12/2016,shot,gun,31,M,W,Fort Valley,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Robledo,12/12/2016,shot,gun,28,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Lavar Montray Douglas,12/13/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Earl Labon Eubanks,12/13/2016,shot and Tasered,gun,32,M,B,Hampton,GA,TRUE,other,Not fleeing,FALSE
+Robert James Hess,12/15/2016,shot and Tasered,gun,60,M,W,Hacienda Heights,CA,FALSE,attack,Not fleeing,FALSE
+Jeremiah N. Anderson,12/16/2016,shot,gun,36,M,,Dallas,OR,FALSE,attack,Not fleeing,FALSE
+Jimmy Lee Lawson,12/17/2016,shot,knife,48,M,W,Arlington,TN,FALSE,undetermined,Not fleeing,FALSE
+Fidel Barrios,12/17/2016,shot,gun,33,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chassady LeClair,12/17/2016,shot,gun,44,M,N,Everett,WA,FALSE,other,Not fleeing,FALSE
+Ryan Joseph,12/18/2016,shot,undetermined,20,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Paul Kolar,12/18/2016,shot,gun,37,M,W,Ridgefield,WA,FALSE,other,Not fleeing,FALSE
+Ronald Roy Massengale,12/18/2016,shot,gun,72,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Roy Minton,12/19/2016,shot,undetermined,52,M,W,Granite Falls,NC,FALSE,undetermined,Not fleeing,FALSE
+Nick Hamilton,12/20/2016,shot,gun,31,M,,Hemet,CA,FALSE,other,Other,FALSE
+Martin Gomez,12/20/2016,shot,knife,46,M,H,Pharr,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2016,shot,knife,,M,,Brawley,CA,TRUE,other,Not fleeing,FALSE
+Ian Shea King,12/21/2016,shot,tire iron,31,M,,Ponca City,OK,FALSE,other,Not fleeing,FALSE
+Colton Calaway,12/21/2016,shot,gun,25,M,W,Burns Flat,OK,FALSE,attack,Other,FALSE
+William Newman,12/21/2016,shot,,46,M,,Knox,IN,FALSE,other,,FALSE
+Raymond Salaiz,12/21/2016,shot,,38,M,H,Reno,NV,FALSE,attack,Car,FALSE
+Benjamin Ortiz,12/21/2016,shot,knife,25,M,,Fayetteville,AR,TRUE,other,Not fleeing,FALSE
+TK TK,12/21/2016,shot,knife,,M,,Stockton,CA,FALSE,undetermined,Not fleeing,FALSE
+Matthew Blake Richardson,12/21/2016,shot,gun,27,M,W,Saraland,AL,FALSE,attack,Not fleeing,FALSE
+Anthony Lovell Eddington,12/21/2016,shot,gun,24,M,B,Coalinga,CA,FALSE,attack,Not fleeing,FALSE
+Terrence Thomas,12/22/2016,shot,gun,19,M,B,Capitol Heights,MD,FALSE,attack,Not fleeing,FALSE
+Stanley Eversol,12/23/2016,shot,crossbow,55,M,,Palm Harbor,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,12/23/2016,shot,,,M,,El Monte,CA,FALSE,other,Car,FALSE
+Michael Tyler Jacques,12/23/2016,shot and Tasered,undetermined,31,M,W,Bend,OR,TRUE,undetermined,Not fleeing,FALSE
+Daquan Antonio Westbrook,12/24/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,undetermined,Not fleeing,FALSE
+Miriam Ann Savino,12/24/2016,shot,knife,53,F,W,Lake Wales,FL,FALSE,other,Not fleeing,FALSE
+Orande Kandie Hayes,12/24/2016,shot,gun,,M,,Gadsden,AL,FALSE,attack,Foot,FALSE
+Zhonghua Li,12/24/2016,shot,scissors,48,M,A,Pico Rivera,CA,TRUE,attack,Not fleeing,FALSE
+Gerald Hall,12/25/2016,shot,knife,29,M,B,Washington,DC,FALSE,other,Not fleeing,TRUE
+James Tylka,12/25/2016,shot,gun,30,M,W,King City,OR,TRUE,attack,Car,FALSE
+Joseph Garcia,12/25/2016,shot,gun,33,M,,Desha,AR,FALSE,attack,Not fleeing,FALSE
+Michael Alan Altice,12/25/2016,shot,gun,61,M,W,Middleburg,FL,TRUE,attack,Not fleeing,FALSE
+Dustin Kirk,12/27/2016,shot,gun,35,M,,Grass Valley,CA,FALSE,attack,Not fleeing,FALSE
+Judy Boardman,12/27/2016,shot,gun,71,F,W,Pearland,TX,FALSE,attack,Not fleeing,FALSE
+Alfonso Lopez,12/27/2016,shot,knife,41,M,H,North Riverside,IL,FALSE,attack,Not fleeing,FALSE
+Jake Childers,12/27/2016,shot,gun,36,M,W,Campbellton,TX,FALSE,attack,Other,FALSE
+Christopher Blake Tucker,12/28/2016,shot,undetermined,28,M,W,Spring Hill,TN,FALSE,undetermined,Not fleeing,FALSE
+James L. Rich,12/29/2016,shot,gun,52,M,,Chestertown,MD,FALSE,undetermined,Not fleeing,TRUE
+Jamal Rollins,12/30/2016,shot,gun,21,M,B,Miami,FL,FALSE,other,Car,FALSE
+TK TK,12/30/2016,shot,gun,,M,,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Dustin Selby,12/30/2016,shot and Tasered,knife,31,M,,Phoenix,AZ,FALSE,other,Foot,FALSE
+Ricky Whidden,12/31/2016,shot,knife,46,M,W,Loxahatchee,FL,TRUE,attack,Not fleeing,FALSE
+Jason Michael Robison,12/31/2016,shot,gun,32,M,W,Huntingdon County,PA,FALSE,attack,Other,FALSE
+Chase Anthony Tuseth,12/31/2016,shot and Tasered,unarmed,33,M,W,Mankato,MN,FALSE,attack,Not fleeing,FALSE
+John McLaughlin,1/1/2017,shot,gun,42,M,W,Springfield,OH,FALSE,other,Not fleeing,FALSE
+Trevon Johnson,1/1/2017,shot,knife,17,M,B,Villa Park,IL,TRUE,other,Not fleeing,FALSE
+Chad Erik Roberts,1/1/2017,shot,gun,35,M,W,Woodstock,GA,FALSE,attack,Car,FALSE
+Juan Carlos Cuadra,1/1/2017,shot,gun,23,M,H,Houston,TX,FALSE,attack,Foot,FALSE
+Mark Guirguis,1/1/2017,shot,,21,M,B,Allen,TX,FALSE,attack,Car,FALSE
+James E. Lewis,1/1/2017,shot and Tasered,gun,44,M,B,Springfield,MO,TRUE,attack,Foot,FALSE
+Dale Hightower,1/3/2017,shot,gun,53,M,W,Gilmer,TX,TRUE,attack,Not fleeing,TRUE
+James Owens,1/3/2017,shot and Tasered,knife,63,M,B,Brooklyn,NY,TRUE,other,Not fleeing,FALSE
+Joshua Martino,1/4/2017,shot,gun,18,M,W,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Ruben Randolph,1/4/2017,shot,gun,51,M,B,Pomona,CA,FALSE,attack,Foot,FALSE
+Welby O'Dell Mullins,1/4/2017,shot,gun,64,M,W,Lancaster,KY,FALSE,attack,Not fleeing,FALSE
+Richard A. Jackson,1/4/2017,shot,unknown weapon,45,M,W,English,IN,FALSE,attack,Car,FALSE
+Luis Vargas,1/5/2017,shot,gun,20,M,H,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Randy Wayne Cole,1/5/2017,shot,gun,41,M,W,Monteagle,TN,TRUE,attack,Not fleeing,FALSE
+Sean Ryan Hake,1/6/2017,shot,knife,23,M,W,Sharon,PA,TRUE,other,Not fleeing,FALSE
+Jamal Parks,1/6/2017,shot,gun,32,M,B,Deerfield,IL,FALSE,attack,Other,FALSE
+Daniel Scott Giberson,1/7/2017,shot,knife,25,M,W,Princeton,WV,FALSE,other,Car,FALSE
+Travis Edward Baker,1/7/2017,shot,gun,42,M,W,Fairland,OK,FALSE,attack,Other,FALSE
+William Tucker Mathis,1/7/2017,shot,unarmed,41,M,W,Elkridge,MD,TRUE,attack,Not fleeing,FALSE
+Hector Navarrete,1/7/2017,shot,,31,M,H,Northglenn,CO,TRUE,other,Not fleeing,FALSE
+Carlos A. Cruz,1/7/2017,shot,gun,50,M,H,Independence,MO,TRUE,attack,Not fleeing,FALSE
+Gilbert Zambronio-Lovato,1/7/2017,shot,toy weapon,38,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Jason Aldridge,1/8/2017,shot,knife,44,M,W,Cumming,GA,TRUE,other,Not fleeing,FALSE
+JR Williams,1/9/2017,shot,unarmed,38,M,B,Phoenix,AZ,FALSE,other,Foot,TRUE
+Davion Henderson,1/9/2017,shot,gun,21,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Michael Rogers,1/10/2017,shot,knife,32,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Darrion Barnhill,1/10/2017,shot and Tasered,unarmed,23,M,B,Reagan,TN,FALSE,attack,Not fleeing,FALSE
+Ronnie Johnson,1/11/2017,shot,air conditioner,41,M,W,Austin,MN,FALSE,undetermined,Not fleeing,FALSE
+Hafez Abousamra,1/11/2017,shot,gun,41,M,O,Lake Elsinore,CA,FALSE,attack,Other,FALSE
+Jose A. Fernandez-Ventura,1/11/2017,shot,gun,38,M,H,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Kevin Ernest Tree,1/12/2017,shot,gun,54,M,W,Ocala,FL,TRUE,other,Not fleeing,FALSE
+Jamison Christopher Anderson,1/12/2017,shot,gun,20,M,N,Vineland,MN,FALSE,attack,Not fleeing,FALSE
+Rodney L. Hoback,1/12/2017,shot,knife,26,M,W,Pearisburg,VA,TRUE,attack,Not fleeing,FALSE
+Cameron Johnson,1/13/2017,shot,,29,M,O,Kahuku,HI,FALSE,other,Car,FALSE
+Scott Laurance Gilpin,1/14/2017,shot,gun,47,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Jahlire Nicholson,1/14/2017,shot and Tasered,screwdriver,28,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Eric David Anderson,1/15/2017,shot,gun,48,M,W,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Herbert Johnson,1/15/2017,shot,gun,34,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Sinuon Pream,1/15/2017,shot and Tasered,knife,37,F,A,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Dexter Martin Dumarce,1/15/2017,shot and Tasered,knife,33,M,W,Spokane,WA,FALSE,other,Foot,TRUE
+David Wesley Carroll,1/16/2017,shot,gun,36,M,W,Tyrone,GA,FALSE,attack,Other,FALSE
+Charles Christopher McClure,1/16/2017,shot,pole and knife,43,M,W,Fulton,KY,FALSE,other,Not fleeing,FALSE
+Mohammad Azim Doudzai,1/16/2017,shot and Tasered,gun and knife,32,M,A,Herndon,VA,FALSE,attack,Not fleeing,FALSE
+Christopher Dalton Sexton,1/17/2017,shot,gun,29,M,W,Soddy-Daisy,TN,TRUE,attack,Car,FALSE
+Dominic Hodges,1/17/2017,shot,gun,39,M,H,Twentynine Palms,CA,FALSE,attack,Not fleeing,FALSE
+Stoney McJunkin,1/18/2017,shot,metal pipe,40,M,W,Watts,OK,FALSE,attack,Not fleeing,FALSE
+Genevive Dawes,1/18/2017,shot,unarmed,21,F,W,Dallas,TX,FALSE,other,Car,TRUE
+Daniel Darnell Stroughter,1/18/2017,shot,hatchet,50,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Marquis Thomas,1/18/2017,shot,gun,19,M,B,Gary,IN,FALSE,attack,Car,FALSE
+Melvin DeLong,1/18/2017,shot,gun,28,M,N,Grand Forks,ND,FALSE,attack,Not fleeing,FALSE
+Marlon Joel Rodas-Sanchez,1/18/2017,shot and Tasered,knife,16,M,H,Salinas,CA,FALSE,other,Not fleeing,TRUE
+William D. Fisher,1/19/2017,shot,gun,49,M,W,Woodford,VA,TRUE,other,Not fleeing,FALSE
+Christopher Garza,1/19/2017,shot,gun,44,M,H,Fritch,TX,FALSE,attack,Foot,FALSE
+Elijah Smith,1/19/2017,shot and Tasered,knife,25,M,W,Florissant,MO,TRUE,attack,Not fleeing,FALSE
+Gino Martin Palazzolo,1/20/2017,shot,gun,39,M,W,Gainesville,FL,TRUE,attack,Not fleeing,FALSE
+Ronnie Lee Shorter,1/21/2017,shot,gun,44,M,B,Greenville,MS,FALSE,attack,Not fleeing,FALSE
+Paul Carr Palmer,1/21/2017,shot and Tasered,knife,50,M,W,Jean,NV,TRUE,attack,Not fleeing,FALSE
+Jon M. Alspaugh,1/22/2017,shot,gun,57,M,W,Waldoboro,ME,FALSE,attack,Not fleeing,FALSE
+Christopher Thompkins,1/22/2017,shot,gun,57,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jorge Victor,1/22/2017,shot,gun,33,M,H,Carson,CA,FALSE,other,Not fleeing,FALSE
+Angel Ramos,1/23/2017,shot,knife,21,M,H,Vallejo,CA,FALSE,attack,Not fleeing,TRUE
+Gary Mark Wigley,1/23/2017,shot,gun,52,M,W,Brooklet,GA,FALSE,attack,Foot,FALSE
+Daniel D. Rogers,1/23/2017,shot,unarmed,27,M,W,Springfield,IL,TRUE,attack,Not fleeing,TRUE
+Bruce Altenburger,1/23/2017,shot,gun,60,M,W,Wilmington,DE,TRUE,other,Not fleeing,FALSE
+Armond Brown,1/23/2017,shot and Tasered,knife,25,M,B,Kenner,LA,TRUE,other,Not fleeing,FALSE
+Josue Gallardo,1/24/2017,shot,gun,34,M,H,Atascadero,CA,FALSE,other,Not fleeing,FALSE
+Dakota A. Lukecart,1/24/2017,shot,unarmed,22,M,W,Sugar Creek,MO,FALSE,other,Car,FALSE
+Arties Manning,1/24/2017,shot,gun,26,M,B,New Orleans,LA,FALSE,attack,Car,TRUE
+Antonio Arturo Perez Garcia,1/24/2017,shot,gun,27,M,H,Bakersfield,CA,FALSE,attack,Other,FALSE
+Jeremy Lopez-Robledo,1/24/2017,shot,knife,29,M,H,Las Cruces,NM,TRUE,attack,Foot,TRUE
+Jonathan David Sper,1/24/2017,shot,unarmed,30,M,W,Algoma Township,MI,TRUE,attack,Not fleeing,FALSE
+Ramon Milanez,1/24/2017,shot,gun,32,M,H,Kuna,ID,FALSE,attack,Car,FALSE
+Jose Efrain Rodriguez,1/24/2017,shot and Tasered,gun,18,M,H,Lancaster City,PA,FALSE,attack,Not fleeing,FALSE
+Micah R. Lambert,1/25/2017,shot,,37,M,W,Oxford,AL,TRUE,attack,Car,FALSE
+Kevin Darnell Washington,1/25/2017,shot,gun,54,M,B,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Donovan Paul Scheurich,1/25/2017,shot,gun,50,M,W,Millston,WI,TRUE,attack,Not fleeing,TRUE
+Josue Javier Diaz,1/26/2017,shot,gun,28,M,H,Charlotte,NC,FALSE,other,Car,FALSE
+Kerry Lee Coomer,1/26/2017,shot,gun,59,M,W,Overlea,MD,TRUE,attack,Not fleeing,TRUE
+Deaundre Phillips,1/26/2017,shot,gun,24,M,B,Atlanta,GA,FALSE,other,Car,TRUE
+William Brigham,1/26/2017,shot,metal pipe,34,M,W,Madison Township,OH,FALSE,other,Not fleeing,FALSE
+Eduardo Hernandez,1/27/2017,shot,gun,25,M,H,Alhambra,CA,TRUE,attack,Not fleeing,TRUE
+Gerardo Coronado,1/28/2017,shot,gun,25,M,H,Fort Stockton,TX,FALSE,attack,Car,FALSE
+Mi'Chance Dunlap-Gittens,1/28/2017,shot,gun,17,M,B,Des Moines,WA,FALSE,attack,Not fleeing,FALSE
+Matthew Zank,1/28/2017,shot,toy weapon,48,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Bradley Joseph Szacaks,1/28/2017,shot,gun,45,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Val Thomas,1/29/2017,shot,Taser,53,M,,Oakdale,CT,TRUE,attack,Not fleeing,FALSE
+Steve Salgado,1/29/2017,shot,unarmed,18,M,H,Santa Ana,CA,FALSE,other,Foot,FALSE
+Marvin Washington,1/30/2017,shot,gun,50,M,B,Kiowa,OK,FALSE,other,Not fleeing,FALSE
+Jeremy Dowell,1/30/2017,shot,knife,36,M,W,Lynnwood,WA,TRUE,other,Not fleeing,FALSE
+Refugio Alvarez,1/30/2017,shot and Tasered,gun and knife,45,M,H,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Spencer Herckt,1/30/2017,shot and Tasered,beer bottle,42,M,W,Modesto,CA,FALSE,other,Not fleeing,FALSE
+TK TK,1/31/2017,shot and Tasered,knife,,M,B,Hollywood,CA,TRUE,attack,Not fleeing,FALSE
+Tavis Crane,2/1/2017,shot,,23,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+Michael Russo,2/1/2017,shot,,31,M,B,Highland,CA,FALSE,attack,Car,FALSE
+Kris Kristl,2/2/2017,shot,toy weapon,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Michael Sword,2/2/2017,shot,gun,57,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Miguel Angel Silva,2/2/2017,shot,gun,18,M,H,Wichita Falls,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose Gonzales Lera,2/3/2017,shot,gun,27,M,H,Olympic Valley,CA,FALSE,attack,Car,FALSE
+Yia Lee,2/3/2017,shot,gun,41,M,A,Panhandle,TX,FALSE,attack,Not fleeing,FALSE
+William David Whetstone,2/3/2017,shot,gun,33,M,W,Hickory,NC,FALSE,attack,Not fleeing,TRUE
+Jamake Cason Thomas,2/3/2017,shot,gun,22,M,B,Rowland,NC,FALSE,attack,Car,FALSE
+Daniel McMasters,2/3/2017,shot,gun,38,M,W,Grafton,WV,FALSE,attack,Not fleeing,FALSE
+Marco A. Gomez,2/3/2017,shot,,26,M,H,Forest Park,IL,FALSE,other,Car,FALSE
+Daniel Loren Rucker,2/3/2017,shot,gun,45,M,W,Irving,TX,FALSE,other,Not fleeing,FALSE
+Johnnie J. Harris,2/4/2017,shot,gun,68,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Thomas Scott Henry,2/4/2017,shot,gun,56,M,W,DeLand,FL,TRUE,attack,Not fleeing,FALSE
+Peter Torres,2/4/2017,shot,unarmed,23,M,H,Moultrie,GA,FALSE,other,Not fleeing,FALSE
+Nana Adomako,2/5/2017,shot,unarmed,45,M,B,Fremont,CA,TRUE,attack,Not fleeing,FALSE
+Shelly Porter,2/5/2017,shot,gun,41,M,B,Englewood,OH,TRUE,attack,Not fleeing,TRUE
+Andrew Byrd,2/5/2017,shot,,33,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Jerome Allen,2/6/2017,shot,toy weapon,22,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Cole Wooley,2/6/2017,shot,gun,50,M,B,Commerce City,CO,TRUE,attack,Not fleeing,FALSE
+Gerardo Vasquez,2/6/2017,shot and Tasered,knife,52,M,H,Santa Monica,CA,TRUE,attack,Foot,FALSE
+Bradley Nelson,2/7/2017,shot,gun,35,M,W,Mt. Pleasant,TN,TRUE,attack,Car,FALSE
+Curtis Jamal Deal,2/7/2017,shot,gun,18,M,B,Baltimore,MD,FALSE,other,Other,TRUE
+Richard Latimer,2/7/2017,shot,gun,34,M,W,Howland Township,OH,FALSE,attack,Not fleeing,FALSE
+Kenneth B. Huntzinger,2/7/2017,shot,,51,M,W,Richmond,KY,FALSE,other,,FALSE
+Alex Christopher Davis,2/7/2017,shot and Tasered,piece of wood,18,M,W,Jackson County,AL,FALSE,other,Not fleeing,FALSE
+Donald Parker,2/8/2017,shot,gun,29,M,W,Brookville,IN,FALSE,other,Not fleeing,FALSE
+Henry James Hunter,2/8/2017,shot,knife,34,M,N,Anadarko,OK,FALSE,other,,FALSE
+Chad Robertson,2/8/2017,shot,unarmed,25,M,B,Chicago,IL,FALSE,other,Foot,FALSE
+Quanice Derrick Hayes,2/9/2017,shot,toy weapon,17,M,B,Portland,OR,FALSE,undetermined,Foot,FALSE
+TK TK,2/9/2017,shot,undetermined,,M,,Crownpoint,NM,FALSE,undetermined,,FALSE
+Vincent Palma,2/9/2017,shot and Tasered,unarmed,26,M,W,Geneva Township,OH,FALSE,other,Not fleeing,FALSE
+Juan Salinas,2/9/2017,shot and Tasered,knife,33,M,H,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Justin Burton,2/10/2017,shot,knife,25,M,W,Vancouver,WA,FALSE,other,Foot,FALSE
+Jocques Scott Clemmons,2/10/2017,shot,gun,31,M,B,Nashville,TN,FALSE,other,Foot,FALSE
+Kadhar Bailey,2/10/2017,shot,,25,M,W,Vassalboro,ME,FALSE,other,,FALSE
+Ambroshia Fagre,2/10/2017,shot,unarmed,18,F,W,Vassalboro,ME,FALSE,other,,FALSE
+James Stephen McMullen,2/10/2017,shot,gun,45,M,W,Bethany,OK,FALSE,attack,Not fleeing,FALSE
+Carlos Keith Blackman,2/10/2017,shot,gun,25,M,B,Greensboro,NC,FALSE,attack,Other,TRUE
+Darryl L. Fuqua,2/10/2017,shot,gun,23,M,B,Bridgeton,NJ,FALSE,undetermined,Foot,FALSE
+Michelle Robey,2/10/2017,shot and Tasered,knife,55,F,W,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+Jason Robert Mendez,2/11/2017,shot,gun,37,M,W,Greenville,SC,FALSE,other,Not fleeing,FALSE
+Pekelo Sanchez,2/11/2017,shot,,33,M,A,Aiea,HI,FALSE,other,Car,FALSE
+Alonzo E. Ashley,2/11/2017,shot,gun,27,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William A. Young,2/11/2017,shot,metal stick,32,M,W,Louisville,KY,TRUE,attack,Not fleeing,TRUE
+TK TK,2/12/2017,shot,,,M,,Terrell,TX,FALSE,other,Other,FALSE
+Willard Eugene Scott,2/12/2017,shot,gun,31,M,B,Durham,NC,FALSE,other,Other,FALSE
+Bryan Devin Carreno,2/12/2017,shot,knife,26,M,H,Santa Barbara,CA,TRUE,other,Foot,FALSE
+Brandon S. Lambert,2/13/2017,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Drey Krause,2/13/2017,shot,gun,53,M,W,Golden Shores,AZ,FALSE,attack,Not fleeing,FALSE
+Raynard Burton,2/13/2017,shot,unarmed,19,M,B,Detroit,MI,FALSE,attack,Other,FALSE
+Michael Lee Morris,2/14/2017,shot,knife,53,M,W,Columbus,OH,TRUE,other,Not fleeing,FALSE
+David Zimmerman,2/14/2017,shot,,35,M,W,Vincennes,IN,FALSE,other,Other,FALSE
+Steven C. Oliger,2/14/2017,shot,gun,64,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Lee Bailey,2/15/2017,shot,gun,24,M,B,Durham,NC,FALSE,attack,Foot,FALSE
+Andrew McClendon,2/15/2017,shot,knife,33,M,W,Cape Girardeau,MO,FALSE,other,Not fleeing,FALSE
+Mauro Garnica,2/15/2017,shot,unknown weapon,55,M,H,Newman,CA,FALSE,attack,Not fleeing,FALSE
+Kadeem Torres,2/16/2017,shot,gun,17,M,B,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Joseph Tamayo,2/16/2017,shot,gun,48,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jimmy Briggs,2/16/2017,shot,gun,21,M,B,Gardena,CA,FALSE,attack,Foot,FALSE
+Jonathon  Daniel Simmons,2/16/2017,shot,gun,22,M,W,Douglas City,CA,FALSE,other,Not fleeing,FALSE
+Joshua Henry,2/17/2017,shot,unarmed,30,M,W,Grand Prarie,TX,TRUE,attack,Not fleeing,TRUE
+David English,2/17/2017,shot,knife,34,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Jean R. Valescot,2/17/2017,shot,gun,35,M,B,Big Lake,AK,FALSE,attack,Not fleeing,FALSE
+Jesse Enjaian,2/17/2017,shot,gun,32,M,W,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Chance David Baker,2/18/2017,shot,toy weapon,22,M,B,Portland,ME,TRUE,other,Not fleeing,FALSE
+Keo Crockett,2/18/2017,shot,gun,46,M,B,Efland,NC,FALSE,attack,Not fleeing,FALSE
+Christopher Carter,2/19/2017,shot,knife,27,M,B,Kent,OH,FALSE,attack,Not fleeing,FALSE
+Sergio Reyes,2/19/2017,shot,toy weapon,18,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Kyle Riggs,2/19/2017,shot,gun,33,M,W,Bull Shoals,AR,FALSE,attack,Not fleeing,FALSE
+Manuel Encinas,2/19/2017,shot,gun,26,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Jason Fanning,2/20/2017,shot,unarmed,27,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Taylor Hodge,2/20/2017,shot and Tasered,knife,26,M,W,Brooksville,FL,TRUE,attack,Not fleeing,FALSE
+Douglas Michael Smith,2/21/2017,shot,gun,51,M,W,Beaverton,OR,TRUE,other,Not fleeing,FALSE
+Don Clark,2/21/2017,shot,gun,63,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Nicolas Sanchez,2/21/2017,shot,gun,38,M,H,Roy,UT,FALSE,attack,Not fleeing,TRUE
+Bartolo Justice Sambrano,2/21/2017,shot,gun,25,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Misael Macias Cano,2/21/2017,shot,gun,39,M,H,Colorado Springs,CO,FALSE,other,Other,FALSE
+Medger Blake,2/22/2017,shot,knife,41,M,B,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Kyle Copson,2/22/2017,shot,knife,26,M,W,Princeton,WV,TRUE,other,Not fleeing,FALSE
+Morgan London Rankins,2/22/2017,shot,knife,30,F,B,Austin,TX,TRUE,other,Car,FALSE
+David Lee Montano,2/23/2017,shot,gun,33,M,H,Newton,KS,FALSE,attack,Not fleeing,FALSE
+Kenneth Robertson,2/23/2017,shot,gun,54,M,,Fairfax,OK,FALSE,attack,Not fleeing,FALSE
+Jimmie Patton,2/23/2017,shot,gun,38,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Steven Valenzuela,2/23/2017,shot,gun,24,M,H,Reno,NV,FALSE,other,Foot,FALSE
+Timothy Lionel Williams,2/23/2017,shot,gun,47,M,B,Washington,DC,FALSE,attack,Foot,TRUE
+Michael T. Stoudt,2/24/2017,shot,gun,62,M,W,Reading,PA,FALSE,attack,Not fleeing,FALSE
+Joey Isgrigg,2/24/2017,shot,gun,30,M,W,London,KY,TRUE,attack,Not fleeing,FALSE
+Jacqueline Cheyanne Johnson,2/24/2017,shot,gun,33,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Lorenzo Antoine Cruz,2/25/2017,shot,toy weapon,23,M,B,Rocklin,CA,TRUE,attack,Foot,FALSE
+William Dwayne Darby,2/25/2017,shot,gun,39,M,W,Lumpkin,GA,FALSE,attack,Car,FALSE
+Jacob Taulbee,2/26/2017,shot,knife,41,M,W,Englewood,FL,FALSE,other,Not fleeing,FALSE
+Evin Sanna Olsen,2/26/2017,shot,,46,F,W,Ripon,CA,FALSE,other,Car,FALSE
+Barry Michael Zumwalt,2/26/2017,shot,gun,36,M,W,Aragonite,UT,TRUE,other,Not fleeing,FALSE
+James Leroy Marker,2/26/2017,shot,gun,66,M,W,Floral City,FL,FALSE,other,Car,FALSE
+Joey J. Bridges,2/27/2017,shot,gun,27,M,W,Shelby,NC,TRUE,attack,Foot,FALSE
+Shawn M. Igers,2/27/2017,shot,gun,40,M,W,Corning,WI,FALSE,attack,Not fleeing,FALSE
+Earl Riley,2/28/2017,shot,gun,25,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Redding,2/28/2017,shot,gun,20,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+Jose Olivares,2/28/2017,shot,gun,43,M,H,Houma,LA,TRUE,other,Not fleeing,FALSE
+Epthen Lamont Johnson,3/1/2017,shot,knife,40,M,B,Lufkin,TX,FALSE,attack,Not fleeing,TRUE
+John Hall,3/2/2017,shot,gun,33,M,W,Rib Mountain,WI,TRUE,attack,Not fleeing,FALSE
+Isidro Bazan Jr,3/2/2017,shot,baseball bat,34,M,H,San Marcos,CA,FALSE,other,Not fleeing,FALSE
+Michael Cisneros,3/2/2017,shot,toy weapon,27,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rafael Navarro-Garcia,3/2/2017,shot,gun,25,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Ramon Andrade,3/2/2017,shot,knife,37,M,H,Paterson,NJ,TRUE,other,Not fleeing,FALSE
+Michael Kocher,3/3/2017,shot,gun,32,M,W,Englewood,CO,TRUE,other,Not fleeing,FALSE
+Dave Phoenix,3/3/2017,shot,toy weapon,25,M,N,Lemoore,CA,FALSE,attack,Not fleeing,FALSE
+George Lee Seeton,3/4/2017,shot,,38,M,W,Oklahoma City,OK,FALSE,attack,Car,TRUE
+Joseph Scott Inabinet,3/4/2017,shot,gun,50,M,W,Fountain Inn,SC,TRUE,attack,Not fleeing,FALSE
+Edward Manning,3/4/2017,shot,metal object,26,M,W,Cabazon,CA,FALSE,other,Foot,FALSE
+Alejandro Valencia Mendez,3/4/2017,shot and Tasered,pipe,70,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Roy Dale Evans,3/7/2017,shot,unarmed,38,M,W,Medina,OH,FALSE,other,Car,FALSE
+Dennis Todd Rogers,3/7/2017,shot and Tasered,sharp object,41,M,B,Ladera Heights,CA,TRUE,other,Not fleeing,FALSE
+Frank W. Wratny,3/8/2017,shot,gun,91,M,W,Union Township,PA,FALSE,attack,Not fleeing,FALSE
+TK TK,3/8/2017,shot,knife,,M,,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Iaroslav Mosiiuk,3/8/2017,shot,gun,25,M,W,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Steven Schiltz,3/9/2017,shot,baseball bat and bottle,29,M,W,Huntington Beach,CA,TRUE,other,Not fleeing,FALSE
+Jesus Alberto Geney,3/9/2017,shot and Tasered,knife,24,M,H,Santa Clara,CA,TRUE,other,,FALSE
+Damon Seitz,3/10/2017,shot,gun,40,M,W,Escondido,CA,TRUE,attack,Not fleeing,FALSE
+Mark Robert Carlberg,3/11/2017,shot,gun,51,M,W,Midlothian,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Wiley,3/11/2017,shot,gun,30,M,B,East Baton Rouge,LA,FALSE,attack,,FALSE
+Manuel Gonzalez,3/12/2017,shot,knife,28,M,H,Bellingham,WA,FALSE,attack,Foot,TRUE
+Michael Anthony Perez,3/12/2017,shot and Tasered,knife,33,M,H,Orange,CA,TRUE,other,Not fleeing,FALSE
+Luke O. Stewart,3/13/2017,shot,,23,M,B,Euclid,OH,FALSE,other,,TRUE
+Noel Aaron Russell,3/13/2017,shot,knife,23,M,W,Napa,CA,TRUE,other,Not fleeing,FALSE
+Rashad Daquan Opher,3/13/2017,shot,,20,M,B,Woodlawn,MD,FALSE,other,Other,TRUE
+Christopher Apostolos,3/14/2017,shot,unarmed,56,M,W,Toms River,NJ,TRUE,attack,,FALSE
+Ryan L. Rosa,3/14/2017,shot,,36,M,W,Fife,WA,FALSE,attack,Not fleeing,FALSE
+Alexander Meltz,3/14/2017,shot,gun,18,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+Shawn Anthony Dumitras,3/14/2017,shot,gun,43,M,W,Panama City Beach,FL,FALSE,attack,,FALSE
+"Elena ""Ebbie"" Mondragon",3/14/2017,shot,unarmed,16,F,H,Hayward,CA,FALSE,other,,FALSE
+Cordale Quinn Handy,3/15/2017,shot,gun,29,M,B,St. Paul,MN,FALSE,other,Not fleeing,FALSE
+Todd Munson,3/15/2017,shot,,25,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Frederick Ricardo Brown,3/16/2017,shot,gun,34,M,B,Warren,MI,FALSE,attack,Not fleeing,FALSE
+Jermaine Claybrooks,3/16/2017,shot,gun,32,M,B,Milwaukee,WI,FALSE,other,Not fleeing,TRUE
+Daniel Donarski,3/16/2017,shot,gun,58,M,W,Deltona,FL,TRUE,attack,Not fleeing,FALSE
+Rodney James Hess,3/16/2017,shot,,36,M,B,Alamo,TN,TRUE,attack,Not fleeing,TRUE
+Patrick Earl Gatson,3/16/2017,shot and Tasered,gun,32,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Brentant M. Lahey,3/17/2017,shot,knife,25,M,W,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Nancy Jane Lewellyn,3/17/2017,shot,toy weapon,59,F,W,Lakeland,TN,TRUE,attack,Not fleeing,FALSE
+Desmond Phillips,3/17/2017,shot and Tasered,knife,25,M,B,Chico,CA,TRUE,other,Not fleeing,FALSE
+Kevin C. Perry,3/18/2017,shot,gun,25,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Benjamin Christian Barnes,3/18/2017,shot,gun,42,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Jason Dennis Watkins,3/18/2017,shot,,36,M,W,Cedartown,GA,FALSE,other,Car,FALSE
+Clifton Knickmeyer,3/19/2017,shot,gun,59,M,W,Affton,MO,FALSE,attack,Other,FALSE
+Alteria Woods,3/19/2017,shot,unarmed,21,F,B,Gifford,FL,FALSE,other,Not fleeing,FALSE
+Trevor Allen Brice Gingras,3/19/2017,shot,gun,19,M,W,Cape Canaveral,FL,FALSE,attack,Foot,FALSE
+Mario Simoes,3/19/2017,shot,gun,45,M,H,DeLand,FL,TRUE,other,Car,FALSE
+TK Tk,3/19/2017,shot,knife,,M,,Desert Hot Springs,CA,FALSE,attack,Not fleeing,FALSE
+Charles Harris,3/22/2017,shot,knife,42,M,W,Booneville,KY,FALSE,other,Not fleeing,FALSE
+Don Johnson,3/22/2017,shot,gun,27,M,B,Crowley,LA,FALSE,attack,Not fleeing,FALSE
+Nengmy Vang,3/22/2017,shot,gun,45,M,A,Weston,WI,FALSE,attack,,FALSE
+William Stokes,3/23/2017,shot,machete,51,M,B,Des Moines,WA,TRUE,other,Not fleeing,FALSE
+Eddie Davis,3/23/2017,shot,knife,42,M,B,Sheridan,AR,FALSE,attack,Car,FALSE
+Francisco Valdez,3/23/2017,shot,knife,24,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Reno Joseph Owens,3/24/2017,shot,knife,39,M,B,Baltimore,MD,TRUE,other,Not fleeing,TRUE
+Austin Tyler Macon,3/24/2017,shot,gun,18,M,W,Cottonwood,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Gambaro,3/24/2017,shot,gun,26,M,H,Cisco,TX,FALSE,other,Foot,FALSE
+Fred Barragan,3/25/2017,shot,gun,35,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Paul Parienlla,3/26/2017,shot,gun,53,M,W,Anderson,CA,FALSE,attack,Not fleeing,FALSE
+Michael Hornibrook,3/26/2017,shot,gun,54,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+Justin Quincy Smith,3/26/2017,shot,gun,36,M,W,Wasilla,AK,FALSE,attack,Other,FALSE
+David Eric Ufferman,3/26/2017,shot,unarmed,56,M,W,Delray Beach,FL,TRUE,attack,Not fleeing,FALSE
+Steven Hopwood,3/27/2017,shot,gun,51,M,W,Lewisburg,TN,FALSE,attack,Not fleeing,FALSE
+Pryor Spencer Bailey,3/27/2017,shot,gun,45,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Richard Alexander Tilley,3/27/2017,shot,knife,28,M,W,Montgomery Village,MD,FALSE,other,Not fleeing,TRUE
+Peter J. Doffin,3/28/2017,shot,gun,36,M,W,Lafayette,IN,FALSE,attack,Car,FALSE
+Lee Pat Milks,3/28/2017,shot,gun,73,M,W,Manistee,MI,FALSE,attack,Not fleeing,FALSE
+Daniel Hendrix,3/29/2017,shot,gun,26,M,W,Chattanooga,TN,FALSE,other,Not fleeing,FALSE
+Troy Boyle,3/29/2017,shot,gun,41,M,W,Stockton,IL,FALSE,attack,Car,FALSE
+Doyle Wayne Johnson,3/29/2017,shot,gun,59,M,W,Byars,OK,FALSE,attack,Car,FALSE
+Leroy Brown,3/29/2017,shot,undetermined,28,M,B,New Castle,DE,FALSE,other,Car,FALSE
+Fred Ratliff,3/29/2017,shot,gun,45,M,W,Lawrenceburg,KY,FALSE,attack,Not fleeing,FALSE
+Dennis Wasson,3/29/2017,shot,,27,M,W,Whitewright,TX,FALSE,other,Car,FALSE
+Christopher Angelo Pizzichetta,3/30/2017,shot,,46,M,W,Cranbury Township,NJ,FALSE,other,Car,FALSE
+Marcus Williams,4/1/2017,shot,gun,34,M,B,Cantonment,FL,FALSE,attack,Foot,FALSE
+Phosowath Sengphong,4/1/2017,shot,knife,30,M,A,New Iberia,LA,FALSE,other,,FALSE
+Jose Antonio Hernandez,4/3/2017,shot and Tasered,gun,46,M,H,Pendleton,SC,TRUE,other,Not fleeing,TRUE
+Rogelio Vidal Landa,4/4/2017,shot,unarmed,47,M,H,Bakersfield,CA,FALSE,other,Foot,FALSE
+Michael Maldonado,4/4/2017,shot,,32,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Stephen Connard Ferry,4/4/2017,shot,gun,65,M,W,Napa,CA,FALSE,attack,Car,FALSE
+Michael Alcaraz,4/5/2017,shot,gun,19,M,H,Goshen,IN,FALSE,attack,Car,FALSE
+Austin Dakota Snyder,4/5/2017,shot,,22,M,W,Little Rock,AR,FALSE,other,,FALSE
+Christopher Wade,4/6/2017,shot,toy weapon,39,M,B,Westerville,OH,TRUE,attack,Not fleeing,FALSE
+Benjamin Ailstock,4/6/2017,shot,gun,38,M,W,Madison Township,OH,TRUE,attack,Not fleeing,FALSE
+Glenn Watenpool,4/6/2017,shot,gun,68,M,W,Bradenton,FL,FALSE,attack,Not fleeing,FALSE
+Richard Xavier Summers,4/6/2017,shot,gun,49,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kenneth Francis,4/6/2017,shot,gun,37,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+Jeffrey Lynn Curry,4/7/2017,shot,gun,33,M,A,Kyle,SD,FALSE,attack,Car,FALSE
+Gregory Kever,4/8/2017,shot,knife,25,M,W,Eau Claire,WI,FALSE,other,Not fleeing,FALSE
+Jose Gonzales Rendon,4/9/2017,shot,knife,36,M,H,Santa Paula,CA,FALSE,attack,Not fleeing,FALSE
+William Baker,4/9/2017,shot,gun,36,M,,Ontario,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Findlay,4/10/2017,shot,gun,30,M,W,Cleveland,OH,FALSE,other,Not fleeing,FALSE
+TK TK,4/10/2017,shot,gun,39,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Zelalem Eshetu Ewnetu,4/12/2017,shot,gun,28,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Erik Pamias,4/13/2017,shot,,28,M,W,Avondale,AZ,FALSE,other,Not fleeing,FALSE
+Charles Johnston,4/13/2017,shot,gun,25,M,W,Udall,KS,FALSE,attack,Car,FALSE
+Thomas Gezotis,4/13/2017,shot,gun,57,M,W,Suffield,CT,FALSE,other,,FALSE
+Charles Shands,4/14/2017,shot,gun,33,M,W,Spanaway,WA,TRUE,other,Car,FALSE
+Ivan Wilson,4/14/2017,shot,knife,24,M,N,Mandan,ND,FALSE,other,Not fleeing,FALSE
+TK TK,4/14/2017,shot,gun,,M,,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Olugbalah Ridley,4/15/2017,shot,gun,33,M,B,West Memphis,AR,FALSE,attack,,FALSE
+David Airth,4/15/2017,shot,knife,56,M,W,Newport Beach,CA,FALSE,other,Not fleeing,FALSE
+Frederick H. Hall,4/15/2017,shot,gun,56,M,W,Colebrook Township,OH,TRUE,attack,Not fleeing,FALSE
+Isaiah Murrietta-Golding,4/15/2017,shot,unarmed,16,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Darren Jahnke,4/16/2017,shot,gun,47,M,W,Vadnais Heights,MN,FALSE,other,Not fleeing,FALSE
+Michael Zennie Dial II,4/17/2017,shot,,33,M,W,Clarksville,TN,FALSE,other,Car,FALSE
+Casey Desper,4/18/2017,shot,,32,M,W,Brandywine,WV,FALSE,attack,Car,FALSE
+Keith Price,4/19/2017,shot,gun,21,M,B,Wilmington,DE,FALSE,attack,Other,TRUE
+Marion Lee Holliday,4/20/2017,shot,gun,64,M,W,Logan County,OK,TRUE,attack,Not fleeing,FALSE
+Damarius Butts,4/20/2017,shot,gun,19,M,B,Seattle,WA,FALSE,attack,,FALSE
+Jose Trejo,4/20/2017,shot,gun,26,M,H,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Pequeno,4/20/2017,shot,,25,M,H,Glendale,AZ,FALSE,other,Car,FALSE
+Sariah Marie Lane,4/20/2017,shot,unarmed,17,F,W,Glendale,AZ,FALSE,other,Car,FALSE
+Ray Valdez,4/20/2017,shot and Tasered,knife,55,M,H,San Antonio,TX,FALSE,other,,FALSE
+Chance Rickie Thompson,4/21/2017,shot,gun,25,M,W,West Linn,OR,TRUE,other,Not fleeing,FALSE
+Joseph Sin,4/22/2017,shot,hatchet and gun,43,M,A,Yuba City,CA,FALSE,attack,Foot,FALSE
+William D. Spates,4/22/2017,shot,,39,M,B,Portage,IN,TRUE,other,Not fleeing,FALSE
+Michael Wilson-Salzl,4/22/2017,shot,knife,24,M,W,Hamilton,OH,TRUE,other,Not fleeing,FALSE
+Wayne Noel Simard,4/23/2017,shot,gun,70,M,W,Prescott,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Becker,4/24/2017,shot,gun,79,M,W,Stewartstown,PA,TRUE,attack,Not fleeing,FALSE
+Kendell Wilson,4/24/2017,shot,gun,16,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Jacy Kevin McManus,4/24/2017,shot,unarmed,35,M,W,Wolf Creek,OR,FALSE,attack,Not fleeing,FALSE
+Daezion Turner,4/24/2017,shot,gun,15,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Hakim McNair,4/25/2017,shot,gun,23,M,B,Newark,NJ,FALSE,other,Car,FALSE
+Fred Cardenas,4/25/2017,shot,gun,53,M,H,Fort Worth,TX,TRUE,attack,,TRUE
+Juan Manuel Avilla,4/25/2017,shot,,20,M,H,Bellflower,CA,FALSE,other,Car,FALSE
+Gavin Williams,4/25/2017,shot and Tasered,knife,27,M,B,Lizella,GA,FALSE,other,Not fleeing,FALSE
+Charles Bossinger,4/26/2017,shot,gun,53,M,W,Lewistown,PA,TRUE,other,Not fleeing,FALSE
+Jason Thomas Christian,4/26/2017,shot,,32,M,W,Columbus,OH,FALSE,other,Car,FALSE
+Selwyn Aubrey Hall,4/26/2017,shot and Tasered,Taser,57,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Burgon Sealy,4/27/2017,shot,gun,26,M,B,Middletown,DE,FALSE,attack,Not fleeing,FALSE
+Tim A. Holmgren,4/27/2017,shot,gun,53,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Avery Richard,4/28/2017,shot,gun,32,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Luis Fernando Pacheco,4/28/2017,shot,gun,25,M,H,San Mateo,CA,FALSE,attack,Not fleeing,FALSE
+Jordan Edwards,4/29/2017,shot,unarmed,15,M,B,Balch Springs,TX,FALSE,undetermined,Not fleeing,TRUE
+Gene Bernhardt,4/29/2017,shot,crossbow,59,M,W,Papaaloa,HI,FALSE,other,Not fleeing,FALSE
+Caleb Jackson,4/29/2017,shot,gun,35,M,B,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Andrew James Lucero,4/29/2017,shot,,33,M,H,Eldorado,NM,FALSE,attack,Not fleeing,TRUE
+Devin Hawkins,4/30/2017,shot,gun,32,M,W,Tom,OK,TRUE,attack,Not fleeing,FALSE
+Peter Raymond Selis,4/30/2017,shot,gun,49,M,W,University City,CA,FALSE,attack,Not fleeing,FALSE
+James Edward Ray,4/30/2017,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Joseph William Alain,5/1/2017,shot,gun,25,M,W,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Jason Sebastian Roque,5/2/2017,shot,gun,20,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Rodney Henderson,5/2/2017,shot and Tasered,knife,48,M,B,Irving,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/3/2017,shot,knife,,M,,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Mirza Tatlic,5/3/2017,shot,gun,24,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Malik Carey,5/3/2017,shot,gun,18,M,B,Grand Rapids,MI,FALSE,attack,Not fleeing,TRUE
+William Dean,5/3/2017,shot,gun,67,M,W,Peachtree City,GA,TRUE,attack,Not fleeing,FALSE
+Nicholas Flusche,5/3/2017,shot,knife,26,M,W,San Francisco,CA,FALSE,attack,Not fleeing,TRUE
+Lucille Espinosa,5/4/2017,shot,gun,54,F,H,Katy,TX,TRUE,other,Not fleeing,FALSE
+Jacob Peterson,5/6/2017,shot,toy weapon,15,M,W,San Diego,CA,TRUE,attack,Not fleeing,TRUE
+Cedric Jamal Mifflin,5/7/2017,shot,undetermined,27,M,B,Phenix City,AL,FALSE,undetermined,Other,TRUE
+Jose Hernandez-Rossy,5/7/2017,shot,gun,26,M,H,Buffalo,NY,FALSE,attack,Foot,FALSE
+Steven Price,5/7/2017,shot,ax,62,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Landon Nobles,5/7/2017,shot,gun,24,M,B,Austin,TX,FALSE,attack,Foot,FALSE
+Mikel Laney McIntyre,5/8/2017,shot,rock,32,M,B,Rancho Cordova,CA,TRUE,attack,Foot,FALSE
+Anthony David Soderberg,5/8/2017,shot,gun,29,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Jayson Negron,5/9/2017,shot,,16,M,H,Bridgeport,CT,FALSE,undetermined,Car,FALSE
+Terry Percy Campbell,5/9/2017,shot,gun,25,M,B,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Joseph Jaster,5/9/2017,shot,gun,40,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+John Bittle,5/9/2017,shot,unarmed,39,M,W,Lexington,SC,FALSE,other,Foot,FALSE
+Scott N. Bloomfield,5/9/2017,shot,gun,34,M,W,Tiffin,OH,FALSE,attack,Not fleeing,FALSE
+Ian Thomas Little,5/9/2017,shot,toy weapon,36,M,W,Brighton Township,MI,TRUE,attack,Not fleeing,FALSE
+Terrell Kyreem Johnson,5/10/2017,shot,knife,24,M,B,Portland,OR,TRUE,other,Foot,FALSE
+Robin White,5/10/2017,shot,gun,50,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Jeroen Peter Koornwinder,5/10/2017,shot and Tasered,,50,M,W,Barona Indian Reservation,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2017,shot,gun,,M,H,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Ryan Lowell,5/12/2017,shot,gun,30,M,W,Billings,MT,TRUE,attack,Not fleeing,FALSE
+Jonathan David Victor,5/12/2017,shot,unarmed,35,M,W,Baldwin County,AL,FALSE,other,Not fleeing,FALSE
+Phillip O'Shea,5/12/2017,shot,gun,46,M,W,Jupiter,FL,FALSE,attack,Car,FALSE
+Ronald Singletary,5/12/2017,shot and Tasered,knife,51,M,B,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Maxwell Holt,5/13/2017,shot,gun,37,M,W,West Allis,WI,FALSE,attack,Foot,FALSE
+Clarence E. Coats,5/13/2017,shot,gun,41,M,B,Columbia,MO,FALSE,attack,,FALSE
+David Jay Juarez,5/14/2017,shot,gun,41,M,H,Kingman,AZ,FALSE,attack,Car,FALSE
+James A. Burton,5/14/2017,shot,gun,48,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+Jonie Block,5/15/2017,shot,gun,27,F,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jaison Fitzgerald,5/15/2017,shot,gun,29,M,B,Richmond,VA,FALSE,other,Not fleeing,FALSE
+Buford Shane Whitson,5/15/2017,shot,gun,47,M,W,Johnson City,TN,TRUE,attack,Other,FALSE
+TK TK,5/15/2017,shot,undetermined,,M,,Long Beach,CA,FALSE,attack,Other,FALSE
+Emmanuel Ibarra,5/15/2017,shot,knife,34,M,H,Del Mar,CA,TRUE,attack,Foot,FALSE
+Keith Andrew Chesser,5/15/2017,shot,crossbow,48,M,W,Wewoka,OK,FALSE,attack,Not fleeing,FALSE
+Isabelle Duval,5/16/2017,shot,gun,41,F,W,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Tristan Long,5/16/2017,shot,knife,25,M,B,Tempe,AZ,FALSE,other,,FALSE
+Edwin Fuentes,5/16/2017,shot,gun,24,M,H,Tustin,CA,TRUE,attack,Not fleeing,FALSE
+Marshall Barrus,5/16/2017,shot,gun,38,M,W,Three Forks,MT,FALSE,attack,Car,FALSE
+Daniel George Boak,5/17/2017,shot,,28,M,W,Arlington,VA,FALSE,attack,Car,FALSE
+Anthony Paul Ardo,5/20/2017,shot,fireworks,47,M,W,Lower Mount Bethel,PA,TRUE,other,Not fleeing,FALSE
+Roger Bubar,5/20/2017,shot,gun,65,M,W,Belgrade,ME,FALSE,attack,Not fleeing,FALSE
+Shannon Edward Estill,5/20/2017,shot,toy weapon,58,M,W,Pleasanton,CA,TRUE,attack,Not fleeing,TRUE
+Jimmie Montel Sanders,5/21/2017,shot,gun,33,M,B,Appleton,WI,FALSE,attack,Not fleeing,FALSE
+Joseph M. Hodgin,5/21/2017,shot,gun,43,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Ricco Devante Holden,5/21/2017,shot,unarmed,24,M,B,Converse,LA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia Petrovich,5/21/2017,shot,unarmed,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Aaron M. Thompson,5/22/2017,shot,knife,31,M,W,Mountain Home,ID,FALSE,attack,Not fleeing,FALSE
+Michael Anthony Bonini,5/23/2017,shot,gun,65,M,W,Pahrump,NV,FALSE,attack,Not fleeing,FALSE
+John Eno,5/23/2017,shot,gun,59,M,W,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Albert Gagnier,5/23/2017,shot,gun,74,M,W,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+Jorge Alberto Fuentes,5/23/2017,shot and Tasered,gun,21,M,H,Glendale,AZ,FALSE,attack,Other,FALSE
+Hayden J. Stutz,5/24/2017,shot,unarmed,24,M,W,Canton,OH,TRUE,attack,Not fleeing,TRUE
+TK TK,5/24/2017,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Buck,5/25/2017,shot,gun,23,M,W,Fairbanks,AK,FALSE,attack,Car,FALSE
+Hector Gamboa,5/26/2017,shot,unarmed,59,M,H,San Rafael,NM,FALSE,undetermined,Not fleeing,FALSE
+Jamie J. Robinson,5/26/2017,shot,gun,33,M,W,St. Louis,MO,TRUE,attack,Not fleeing,FALSE
+Joseph Zimmerman,5/26/2017,shot,toy weapon,34,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Ron Harlan Lewallen,5/27/2017,shot,,30,M,W,Oneida,TN,FALSE,other,Car,FALSE
+Eduardo Valencia,5/27/2017,shot,gun,30,M,,Austell,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,5/28/2017,shot,gun,,M,,Miami,FL,FALSE,attack,Car,FALSE
+Shaquian Tyrone Johnson,5/28/2017,shot,gun,22,M,B,Cary,NC,FALSE,attack,Not fleeing,FALSE
+Francis de la Cruz,5/28/2017,shot and Tasered,ax,35,M,,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Chad Dionne,5/29/2017,shot,gun,37,M,W,Arundel,ME,FALSE,other,Not fleeing,FALSE
+Joseph Godinez,5/29/2017,shot,,20,M,H,Vacaville,CA,FALSE,attack,Car,TRUE
+Larry Warren Kipps,5/29/2017,shot,gun,62,M,,Gerrardstown,WV,TRUE,attack,Not fleeing,FALSE
+Roman Jade Carrillo,5/30/2017,shot,gun,18,M,H,Salt Lake City,UT,FALSE,attack,Car,FALSE
+James Gleason,5/31/2017,shot,,24,M,W,Hesperia,CA,FALSE,attack,,FALSE
+James Daniel Hill,5/31/2017,shot,gun,17,M,W,Centennial,CO,FALSE,other,Other,FALSE
+Francisco Suarez-Madonado,6/1/2017,shot,gun,27,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Edward Everett Courtenay,6/2/2017,shot,,51,M,W,Yulee,FL,FALSE,attack,Car,FALSE
+Charles Darnell Baker,6/2/2017,shot,gun,29,M,B,Abbeville,AL,FALSE,attack,Not fleeing,FALSE
+Marc Brandon Davis,6/2/2017,shot,unarmed,34,M,B,Petal,MS,FALSE,attack,Not fleeing,FALSE
+Naway Willy,6/2/2017,shot,gun,18,M,A,Tulsa,OK,FALSE,attack,Foot,FALSE
+Corsean Lewis,6/2/2017,shot,gun,17,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Antonio Gerardo Rodriguez,6/2/2017,shot,gun,55,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lee Cramer,6/3/2017,shot,gun,44,M,W,Avondale,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremy Austin Lindsey,6/4/2017,shot,gun,27,M,W,Callahan,FL,FALSE,attack,,FALSE
+Bruce Dawley,6/4/2017,shot,gun,66,M,W,Campo,CA,TRUE,attack,Not fleeing,FALSE
+Charles Edgar Mullins,6/5/2017,shot,gun,45,M,W,Bardstown,KY,FALSE,attack,Car,FALSE
+John Spaulding,6/5/2017,shot,gun,47,M,B,Miami,FL,FALSE,other,,FALSE
+Quentin Louis Case,6/5/2017,shot,gun,34,M,W,Lakes Wales,FL,FALSE,attack,Other,FALSE
+Adrian Maurice Hardeman,6/5/2017,shot,gun,37,M,B,Gonzales County,TX,FALSE,other,,FALSE
+Mark Ellis,6/6/2017,shot,gun,54,M,W,Orrington,ME,FALSE,attack,Not fleeing,FALSE
+David W. Hamilton,6/6/2017,shot,gun,50,M,,Vancouver,WA,FALSE,attack,Car,FALSE
+Salvadro Alfredo Pablo Lopez,6/7/2017,shot,gun,21,M,H,Fresno,CA,FALSE,attack,,TRUE
+Isaiah M. Hammett,6/7/2017,shot,gun,21,M,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Blaine Robert Erb,6/7/2017,shot,gun,35,M,W,Dundalk,MD,FALSE,attack,Not fleeing,TRUE
+Donald Smith,6/7/2017,shot,gun,75,M,W,Hudson,NC,TRUE,attack,Not fleeing,FALSE
+Michele Rice,6/8/2017,shot,gun,33,F,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Junior,6/8/2017,shot,gun,45,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Rich,6/8/2017,shot,gun,48,M,W,Loveland,CO,FALSE,attack,,FALSE
+Paul Mashburn,6/8/2017,shot,gun,58,M,W,Roland,OK,TRUE,attack,Not fleeing,FALSE
+David Jones,6/8/2017,shot and Tasered,unarmed,30,M,B,Philadelphia,PA,FALSE,other,Foot,FALSE
+Antonio Juarez,6/9/2017,shot,gun,44,M,H,Lyons,IL,FALSE,attack,Car,FALSE
+Theodore Brendecke,6/9/2017,shot,gun,82,M,W,Miami,FL,TRUE,attack,,FALSE
+Joshua Barre,6/9/2017,shot and Tasered,knife,29,M,B,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Isaiah Obet,6/10/2017,shot,knife,25,M,O,Auburn,WA,FALSE,other,Car,FALSE
+Robin Blaylock,6/10/2017,shot,gun,53,M,W,North English,IA,FALSE,other,Not fleeing,FALSE
+Emmett Edward Hall,6/10/2017,shot,knife,60,M,W,Abilene,TX,TRUE,other,Not fleeing,FALSE
+Terry Williams,6/11/2017,shot,,19,M,B,Milwaukee,WI,FALSE,other,Car,FALSE
+Eleuterio Amaya-Torres,6/12/2017,shot,gun,63,M,H,Plano,TX,FALSE,attack,Not fleeing,FALSE
+John Wesley Bays,6/12/2017,shot,gun,50,M,W,Trosper,KY,FALSE,attack,Not fleeing,FALSE
+Avery D. Metrejean,6/12/2017,shot,gun,35,M,W,Cade,LA,FALSE,other,Not fleeing,FALSE
+Johnny Platas,6/12/2017,shot and Tasered,knife,45,M,H,Selma,CA,FALSE,other,Not fleeing,FALSE
+Austin Durham,6/13/2017,shot,gun,24,M,W,Jerseyville,IL,FALSE,attack,Foot,FALSE
+Barry Jones,6/13/2017,shot,gun,36,M,W,Hampton,NH,FALSE,other,Not fleeing,FALSE
+Jordan Frazier,6/13/2017,shot,gun,35,M,B,Baton Rouge,LA,FALSE,other,Not fleeing,FALSE
+Chazz Brown,6/13/2017,shot,gun,33,M,B,St Louis,MO,FALSE,attack,Not fleeing,FALSE
+James T. Hodgkinson,6/14/2017,shot,gun,66,M,W,Alexandria,VA,FALSE,attack,Not fleeing,FALSE
+Michael Morris,6/14/2017,shot,knife,54,M,W,Somerville,TN,TRUE,other,Not fleeing,FALSE
+Tommy Le,6/14/2017,shot and Tasered,pen,20,M,A,Burien,WA,FALSE,attack,Not fleeing,FALSE
+Michael Brown,6/15/2017,shot,gun,40,M,W,Newton,NH,FALSE,undetermined,Car,FALSE
+Robert J. Berube,6/16/2017,shot,gun,41,M,W,Water Valley,MS,FALSE,attack,Car,FALSE
+Hector Cisneros Soria,6/16/2017,shot,gun,30,M,H,Rialto,CA,FALSE,other,Not fleeing,TRUE
+Sergio Valdovinos,6/16/2017,shot,machete,32,M,H,Madera,CA,TRUE,other,Not fleeing,FALSE
+Jamie Dougan,6/16/2017,shot,unarmed,24,F,W,Water Valley,MS,FALSE,other,Car,FALSE
+Nathan Banks,6/16/2017,shot,gun,37,M,W,Antioch,CA,FALSE,other,Foot,FALSE
+Samantha Aguilar,6/17/2017,shot,,28,F,H,Montebello,CA,FALSE,other,Not fleeing,FALSE
+Joseph Paul Hogan,6/17/2017,shot,gun,48,M,W,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Charleena Lyles,6/18/2017,shot,knife,30,F,B,Seattle,WA,TRUE,other,Not fleeing,FALSE
+William Webster,6/18/2017,shot,gun,64,M,W,Waukesha,WI,TRUE,other,Not fleeing,FALSE
+Matthew Colton Stover,6/19/2017,shot,gun,21,M,N,Fairbanks,AK,TRUE,attack,Foot,FALSE
+Alton Folmar,6/19/2017,shot,gun,28,M,W,Dallas,TX,FALSE,other,Not fleeing,FALSE
+David Pacas,6/20/2017,shot,toy weapon,36,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+David Bryan Creson,6/20/2017,shot,gun,40,M,W,Franklin,TN,FALSE,attack,Car,FALSE
+Jacob Faulkner,6/20/2017,shot,gun,32,M,W,St. Clair Township,OH,TRUE,attack,Other,FALSE
+Robb Stewart,6/20/2017,shot,gun,50,M,W,Lehigh,KS,TRUE,other,Not fleeing,FALSE
+Pedro Ramirez,6/20/2017,shot and Tasered,knife,28,M,H,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Brandon D. Lukenbill,6/21/2017,shot,undetermined,33,M,W,Nevada,MO,FALSE,undetermined,Car,FALSE
+Daniel Francisco Valenzuela,6/21/2017,shot,knife,37,M,H,Millerton,OK,FALSE,other,Not fleeing,FALSE
+Armando Garcia-Muro,6/22/2017,shot,unarmed,17,M,H,Palmdale,CA,FALSE,other,Not fleeing,FALSE
+Santino Trevino,6/23/2017,shot,gun,20,M,H,Hollywood Hills,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Ramon Deltoro,6/23/2017,shot,,34,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Cameron Ollman,6/24/2017,shot,gun,37,M,W,Florence,OR,TRUE,attack,Car,FALSE
+Christopher Michael Murray,6/24/2017,shot,,24,M,W,Deer Park,AL,FALSE,other,Not fleeing,FALSE
+Jimmie Bevenue,6/24/2017,shot,gun,47,M,W,Tulsa,OK,FALSE,attack,Foot,FALSE
+Giovonn Joseph-McDade,6/24/2017,shot,,20,M,B,Kent,WA,FALSE,other,Car,FALSE
+Lawrence Heyward Jr.,6/25/2017,shot,gun,56,M,B,North Charleston,SC,FALSE,undetermined,Foot,FALSE
+Deveonte Johnson,6/25/2017,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Nicholas Johnston,6/25/2017,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Tillman,6/25/2017,shot,gun,56,M,,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Rip Huntington,6/26/2017,shot,gun,36,M,H,Rowe,NM,TRUE,attack,Not fleeing,FALSE
+Jason Magana Herrera,6/27/2017,shot and Tasered,gun,35,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+TK TK,6/28/2017,shot,gun,,M,,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Rodney L. Cole,6/28/2017,shot,screwdriver,37,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Aaron Bailey,6/29/2017,shot,unarmed,45,M,B,Indianapolis,IN,FALSE,other,Car,FALSE
+Marco Cardoza,6/29/2017,shot,toy weapon,41,M,H,Burbank,CA,FALSE,attack,Not fleeing,FALSE
+Joel Gatu Muturi,6/29/2017,shot,,23,M,B,Marietta,GA,FALSE,other,Not fleeing,FALSE
+Jose Guillermo Flores Colon,6/29/2017,shot,Taser,37,M,H,Deltona,FL,FALSE,other,Not fleeing,FALSE
+TK TK,6/30/2017,shot,gun,,F,,Denver,CO,FALSE,attack,Car,FALSE
+Chet Knuppel,6/30/2017,shot,unarmed,23,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Brett Rodriguez,6/30/2017,shot,gun,33,M,H,Westminster,CO,FALSE,other,Foot,FALSE
+Patrick Sanchez,7/1/2017,shot,gun,23,M,H,Glendale,AZ,FALSE,other,Not fleeing,TRUE
+Quintec Locke,7/1/2017,shot,gun,37,M,B,Lawndale,IL,FALSE,other,Not fleeing,TRUE
+Jeremy Holmes,7/1/2017,shot,knife,19,M,A,Fort Collins,CO,TRUE,other,Not fleeing,TRUE
+Tyson Williams,7/2/2017,shot,gun,39,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Daniel Craven,7/3/2017,shot,gun,53,M,W,Spokane,WA,FALSE,other,Not fleeing,TRUE
+John Donadio,7/3/2017,shot,gun,51,M,W,Fishers,IN,TRUE,attack,Not fleeing,FALSE
+Holden Gorka,7/3/2017,shot,gun,25,M,W,Hillsboro,OR,FALSE,attack,Foot,FALSE
+Christopher Henry Cashell,7/3/2017,shot,gun,45,M,W,Bonaire,GA,FALSE,undetermined,Not fleeing,FALSE
+TK TK,7/4/2017,shot,gun,,M,,Federal Heights,CO,FALSE,undetermined,Not fleeing,FALSE
+Miguel Gonzales,7/4/2017,shot,gun,28,M,H,Albuquerque,NM,FALSE,undetermined,Other,FALSE
+Dana Dubose,7/4/2017,shot,knife,36,M,B,Vandalia,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ray McCray,7/4/2017,shot,,32,M,H,Centerville,UT,TRUE,undetermined,Car,FALSE
+Donald Martin,7/4/2017,shot,gun,39,M,W,Belleville,IL,TRUE,attack,Not fleeing,FALSE
+Douglas West,7/4/2017,shot,gun,46,M,W,Richland,WA,FALSE,other,Not fleeing,FALSE
+Tyrone Orvy Peabody,7/4/2017,shot,gun,53,M,N,Pleasant View,CO,FALSE,attack,Not fleeing,FALSE
+Zepp Crouchet,7/4/2017,shot,gun,42,M,B,Antioch,CA,FALSE,other,Car,FALSE
+Alexander Bonds,7/5/2017,shot,gun,34,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Tiffany Lynn Potter,7/5/2017,shot,gun,29,F,W,Des Moines,IA,FALSE,attack,Foot,TRUE
+"Edwin ""Beanie"" Esker",7/5/2017,shot,chainsaw,53,M,W,Maeystown,IL,FALSE,other,Not fleeing,FALSE
+Jamie Huskey,7/5/2017,shot,gun,45,M,W,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan Coronel,7/5/2017,shot,unarmed,24,M,H,Vista,CA,FALSE,undetermined,Foot,FALSE
+Carroll Tuttle,7/5/2017,shot,gun,51,M,W,Madison,ME,FALSE,attack,,FALSE
+Jesus Cervantes,7/6/2017,shot,undetermined,35,M,H,Plant City,FL,FALSE,other,Car,FALSE
+Dejuan Guillory,7/6/2017,shot,unarmed,27,M,B,Mamou,LA,FALSE,other,Not fleeing,FALSE
+Brian Easley,7/7/2017,shot,unarmed,33,M,B,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2017,shot,undetermined,16,M,W,Huntsville,AL,FALSE,attack,Car,FALSE
+Kareem Ali Nadir Jones,7/7/2017,shot,gun,30,M,B,Columbus,OH,FALSE,undetermined,Not fleeing,TRUE
+Michael Anthony Rude,7/8/2017,shot,knife,22,M,A,Lacey,WA,TRUE,other,Not fleeing,FALSE
+Cardell Vance III,7/8/2017,shot,knife,23,M,B,Crescent City,FL,TRUE,other,Not fleeing,FALSE
+Tina Medlin,7/8/2017,shot,gun,50,F,W,Newton Grove,NC,FALSE,attack,Not fleeing,FALSE
+Ryan A. Probst,7/9/2017,shot,gun,28,M,W,Uniontown,OH,FALSE,attack,Not fleeing,FALSE
+Robert Yeiser,7/9/2017,shot,gun,34,M,W,Bainbridge Island,WA,FALSE,attack,Not fleeing,FALSE
+Brayant Alvarez,7/9/2017,shot,gun,24,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Taylor,7/9/2017,shot,gun,54,M,B,Akron,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ethan Mitchell,7/10/2017,shot,,26,M,W,Mt Airy,MD,FALSE,attack,Not fleeing,FALSE
+Gregory Shawn Thrower,7/10/2017,shot,gun,39,M,W,North Branch,MN,FALSE,attack,Car,FALSE
+Randy Engstrom,7/11/2017,shot,gun,34,M,W,Milwaukee,WI,TRUE,other,Car,FALSE
+Caleb Edward Blaylock,7/11/2017,shot,knife,27,M,W,Las Vegas,NV,TRUE,undetermined,,TRUE
+Steve Scott,7/11/2017,shot,gun,48,M,W,Poplar Bluff,MO,FALSE,other,Not fleeing,FALSE
+Antonio Garcia Jr.,7/11/2017,shot,knife,47,M,B,Leavenworth,KS,FALSE,undetermined,Not fleeing,FALSE
+Silas Andrew Smith,7/11/2017,shot,gun,54,M,W,Golden Valley,AZ,FALSE,attack,Foot,FALSE
+Dorsey Glenn Taulbee Jr.,7/12/2017,shot,gun,33,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+James Gerald Davis,7/12/2017,shot,undetermined,40,M,W,Lake View,SC,TRUE,other,Not fleeing,FALSE
+Keith Alan Eustace,7/12/2017,shot,blunt object,58,M,W,Grover Beach,CA,FALSE,other,Not fleeing,FALSE
+Chancey Chamblee,7/13/2017,shot,gun,55,M,W,Pima,AZ,FALSE,undetermined,,FALSE
+Stephen Steele,7/13/2017,shot,knife,47,M,W,Crystal Springs,FL,TRUE,other,Not fleeing,FALSE
+Pedro Rubio,7/13/2017,shot,knife,42,M,H,Goodyear,AZ,FALSE,attack,Not fleeing,FALSE
+Gerber Dieguez,7/15/2017,shot,gun,29,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Justine Damond,7/15/2017,shot,unarmed,40,F,W,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+Vaughn Shaw,7/15/2017,shot,gun,23,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Keith Wade,7/15/2017,shot,gun,23,M,W,Arlington,TX,FALSE,attack,Foot,FALSE
+India N. Nelson,7/17/2017,shot,gun,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Ernesto Sedillo,7/17/2017,shot,gun,52,M,H,Las Cruces,NM,FALSE,attack,Not fleeing,TRUE
+Eric Wesley Clark,7/17/2017,shot,gun,43,M,W,Culpeper,VA,FALSE,attack,Car,FALSE
+Jose Cazares,7/17/2017,shot,gun,37,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Thomas Reid,7/18/2017,shot,gun,32,M,W,Clay,AL,TRUE,attack,Not fleeing,FALSE
+Robert Earl Vaughan,7/18/2017,shot,gun,70,M,W,Springfield,OR,TRUE,other,Not fleeing,FALSE
+Mark Allan Smith,7/18/2017,shot,gun,36,M,,Eagar,AZ,FALSE,other,Not fleeing,FALSE
+Nolan Cornett,7/19/2017,shot,gun,24,M,W,Fair Oaks,CA,FALSE,attack,Not fleeing,FALSE
+Anthony Benavidez,7/19/2017,shot,knife,24,M,H,Santa Fe,NM,TRUE,other,Not fleeing,TRUE
+Farhad Jabbari,7/19/2017,shot,unarmed,38,M,O,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Joshua Daniels,7/20/2017,shot,gun,52,M,W,Neosho,MO,FALSE,attack,Not fleeing,FALSE
+Isaiah Perkins,7/20/2017,shot,gun,27,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Yahir Breito,7/21/2017,shot,knife,22,M,H,Santa Ana,CA,FALSE,other,Not fleeing,FALSE
+Vicente Velasquez,7/21/2017,shot,gun,42,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Martin Avena,7/21/2017,shot,gun,70,M,,Paulden,AZ,FALSE,attack,Not fleeing,TRUE
+Walter Lynde,7/23/2017,shot,toy weapon,49,M,W,Spencer,MA,FALSE,attack,Car,FALSE
+Michael Caponigro,7/23/2017,shot,gun,59,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Ismael Lopez Rodriguez,7/23/2017,shot,gun,41,M,H,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Kyle Scott Rushing,7/23/2017,shot,knife,34,M,W,Chico,CA,FALSE,attack,Not fleeing,TRUE
+Jerrod Kershaw,7/24/2017,shot,gun,31,M,W,St. Louis,MO,TRUE,attack,Car,FALSE
+Alexander J. Schoessel,7/25/2017,shot,ax,23,M,W,Richmond,VA,TRUE,other,Foot,FALSE
+Michael Joseph Harris,7/25/2017,shot,gun,28,M,W,Jacksonville,FL,FALSE,attack,Car,FALSE
+Moises Balladares,7/25/2017,shot,gun,33,M,H,Avondale,AZ,TRUE,attack,Not fleeing,FALSE
+Aries Clark,7/25/2017,shot,toy weapon,16,M,B,Marion,AR,FALSE,attack,Not fleeing,FALSE
+Andrew Collins,7/26/2017,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Other,FALSE
+Giovani Casiano,7/26/2017,shot,gun,26,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Susan Teel,7/26/2017,shot,knife,62,F,W,Vero Beach,FL,TRUE,attack,Not fleeing,FALSE
+Kesharn K. Burney,7/26/2017,shot,,25,M,B,Dayton,OH,FALSE,attack,Car,FALSE
+Sergio Velasco-Martinez,7/27/2017,shot,blunt object,25,M,H,Avenal,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Folden,7/27/2017,shot,knife,31,M,W,Wenatchee,WA,FALSE,other,Not fleeing,FALSE
+Alejandro Alvarado,7/27/2017,shot,knife,35,M,H,Chowchilla,CA,FALSE,attack,Not fleeing,FALSE
+Jerauld Phillip Hammond II,7/27/2017,shot,gun,46,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Deltra Henderson,7/27/2017,shot,gun,39,M,B,Homer,LA,FALSE,attack,Car,FALSE
+Michael Fitzgerald,7/27/2017,shot,gun,26,M,W,Grand Terrace,CA,FALSE,attack,Not fleeing,FALSE
+Raymond Cruz,7/28/2017,shot,,37,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Brian J. Skinner,7/28/2017,shot,knife,32,M,W,Glenville,NY,TRUE,other,Not fleeing,FALSE
+Rodney E. Jacobs,7/28/2017,shot,gun,31,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Dennis W. Robinson,7/29/2017,shot,gun,48,M,W,Melba,ID,FALSE,attack,Car,FALSE
+Jashod Arthur Carter,7/29/2017,shot,gun,29,M,B,Norco,CA,FALSE,attack,Car,FALSE
+Dwayne Jeune,7/31/2017,shot,knife,32,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Isaiah Tucker,7/31/2017,shot,unarmed,28,M,B,Oshkosh,WI,FALSE,attack,Car,TRUE
+Robert Savelli,7/31/2017,shot,gun,43,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Norberto Nieblas Reyes,7/31/2017,shot and Tasered,gun,39,M,H,Los Banos,CA,TRUE,attack,Not fleeing,FALSE
+Kerry Bradley,8/1/2017,shot,,37,M,B,Waco,TX,FALSE,attack,Car,FALSE
+Franklin Oden,8/1/2017,shot,gun,39,M,W,Visalia,CA,FALSE,attack,Foot,FALSE
+Mikle Eugene Dixon,8/1/2017,shot,knife,42,M,W,Mt. Airy,NC,FALSE,other,Not fleeing,FALSE
+Mark Anthony Sanchez,8/1/2017,shot,gun,33,M,H,Yuba City,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Salas,8/1/2017,shot,gun,25,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Preston Thornton,8/2/2017,shot,gun,29,M,B,Coushatta,LA,TRUE,attack,Not fleeing,FALSE
+Jeffrey Barboa,8/2/2017,shot,machete,45,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Quintas Harris,8/2/2017,shot,gun,27,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Phillip Rhoades,8/2/2017,shot,,28,M,W,Mannington,WV,FALSE,other,Car,FALSE
+Keith Burkholder,8/3/2017,shot,gun,57,M,W,Lima,OH,FALSE,attack,Not fleeing,FALSE
+Kemonte Cobbs,8/3/2017,shot,gun,15,M,B,Gary,IN,FALSE,attack,Foot,FALSE
+Aaron Payne,8/4/2017,shot,gun,33,M,W,Surfside Beach,SC,TRUE,attack,Not fleeing,FALSE
+Cory Stephens,8/4/2017,shot,gun,35,M,W,Spanish Springs,NV,FALSE,other,Not fleeing,FALSE
+TK TK,8/4/2017,shot,gun,47,M,B,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Jeremy Gabrial,8/4/2017,shot,toy weapon,31,M,W,Lauderdale County,MS,TRUE,attack,Not fleeing,TRUE
+Melissa Wiseman,8/4/2017,shot,gun,36,F,W,Marine City,MI,FALSE,other,Not fleeing,FALSE
+Joseph Miller,8/4/2017,shot,gun,54,M,W,Mead Township,PA,FALSE,other,Not fleeing,FALSE
+Timmy Wilson,8/5/2017,shot,gun,24,M,W,New Straitsville,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Garcia,8/5/2017,shot and Tasered,knife,35,M,H,Santa Rosa,CA,TRUE,attack,Not fleeing,TRUE
+Kyle Andrew Lankford,8/6/2017,shot,knife,32,M,W,Bon Aqua,TN,FALSE,other,Foot,FALSE
+Danatae Franklin,8/6/2017,shot,gun,28,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Winston Espino Sanchez,8/7/2017,shot,knife,45,M,H,North Bergen,NJ,FALSE,attack,Not fleeing,FALSE
+Jose Ortiz,8/7/2017,shot,knife,29,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Christopher K. Sales,8/7/2017,shot,unarmed,36,M,W,Blue Summit,MO,FALSE,other,Car,FALSE
+Peter James Robbins,8/8/2017,shot,gun,23,M,W,Junction City,KS,TRUE,attack,Not fleeing,FALSE
+Darreon Neal,8/8/2017,shot,gun,17,M,B,Dalton,IL,FALSE,other,Other,FALSE
+Eugene Nelson,8/9/2017,shot,,20,M,B,Kent,WA,FALSE,attack,Car,FALSE
+Mark P. Coffey,8/10/2017,shot,gun,33,M,W,Dyer,IN,FALSE,attack,,FALSE
+Eric Bogart,8/10/2017,shot,gun,49,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/11/2017,shot,gun,,M,,Channelview,TX,FALSE,attack,Not fleeing,FALSE
+Tyrease Carlyle,8/11/2017,shot,gun,31,M,B,Philadelphia,PA,TRUE,other,Not fleeing,FALSE
+Eduardo Navarrete,8/12/2017,shot,knife,35,M,H,Frederickstown,WA,FALSE,attack,Not fleeing,FALSE
+Christopher Collins,8/13/2017,shot,gun,24,M,W,Habersham,GA,FALSE,other,Not fleeing,FALSE
+Roger Burzinski,8/13/2017,shot,gun,54,M,W,La Crosse,WI,FALSE,other,Car,FALSE
+Carmen William Rongione,8/13/2017,shot,machete,41,M,W,Cosby,TN,FALSE,attack,Foot,FALSE
+Patrick Harmon,8/13/2017,shot,knife,50,M,B,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Hussein Hassan,8/13/2017,shot,sword,46,M,B,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Steven James Young,8/14/2017,shot,toy weapon,45,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Robert Emmett Bracewell Jr.,8/14/2017,shot,gun,20,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Herbert Gilbert,8/15/2017,shot,undetermined,37,M,B,Thomasville,GA,FALSE,undetermined,Not fleeing,TRUE
+Kenneth Lewis,8/16/2017,shot,gun,34,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+James Midkiff,8/16/2017,shot,gun,54,M,W,Livermore,CA,TRUE,attack,Not fleeing,FALSE
+Peter Daniel Grima,8/17/2017,shot,undetermined,65,M,W,Crenshaw County,AL,FALSE,undetermined,Not fleeing,FALSE
+Edgar Ramirez Carreto,8/17/2017,shot,knife,28,M,H,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Leroy Frank,8/18/2017,shot,knife,60,M,,Bloomfield,NJ,FALSE,other,Not fleeing,FALSE
+Clarence Belsar III,8/18/2017,shot,gun,26,M,W,Fairchance,PA,FALSE,attack,Not fleeing,FALSE
+Derrick Rashard Brabham,8/18/2017,shot,gun,25,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Thomas Justin Walton,8/19/2017,shot,Taser,32,M,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Jonathan Bolger,8/20/2017,shot,gun,44,M,W,Yellville,AR,FALSE,other,Not fleeing,FALSE
+Keshawn Wilson,8/20/2017,shot,gun,32,M,B,Brick,NJ,FALSE,attack,Not fleeing,FALSE
+TK TK,8/20/2017,shot,undetermined,,M,,Madera,CA,FALSE,other,Foot,FALSE
+Jeffrey Jacobs,8/21/2017,shot,toy weapon,42,M,W,Morganton,NC,FALSE,attack,Not fleeing,FALSE
+Dennia Flowers,8/21/2017,shot,gun,66,M,W,Colorado City,CO,FALSE,attack,Not fleeing,FALSE
+Tyler Whitmire,8/21/2017,shot,knife,22,M,W,Franklin,WI,TRUE,other,Other,FALSE
+Nathaniel Richmond,8/21/2017,shot,gun,51,M,B,Steubenville,OH,FALSE,attack,Not fleeing,FALSE
+Thomas Selje,8/21/2017,shot,gun,64,M,W,Pardeeville,WI,FALSE,attack,Not fleeing,FALSE
+Kiwi Herring,8/22/2017,shot,knife,30,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Henry Rivera Jr.,8/22/2017,shot,,71,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Robert Earl Adams,8/22/2017,shot,knife,30,M,W,Orcutt,CA,FALSE,other,Foot,FALSE
+Konstantin Morozov,8/22/2017,shot,gun,48,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Mark Aaron Jensen,8/22/2017,shot,gun,56,M,W,Durham,CA,TRUE,attack,Not fleeing,FALSE
+Ciara Howard,8/23/2017,shot,gun,26,F,W,Olathe,KS,TRUE,other,Not fleeing,FALSE
+Colton Puckett,8/24/2017,shot,gun,28,M,W,Waterford Township,MI,TRUE,other,Not fleeing,FALSE
+Isaias Raziel Ochoa,8/24/2017,shot,gun,19,M,H,Lemon Grove,CA,FALSE,attack,Foot,FALSE
+Scott Mayfield,8/24/2017,shot,gun,24,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Daniel Blyler,8/25/2017,shot,gun,44,M,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Kristen Ambury,8/25/2017,shot,gun,28,F,W,Sunrise,FL,TRUE,undetermined,Not fleeing,FALSE
+Charles David Robinson,8/25/2017,shot,unarmed,47,M,B,Woodville,GA,FALSE,attack,Foot,FALSE
+Michael Malik Kawon Lee,8/26/2017,shot,gun,18,M,B,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+William Wilson,8/27/2017,shot,gun,26,M,H,Farmington,NM,FALSE,attack,Not fleeing,FALSE
+Jason Hoops,8/27/2017,shot,gun,33,M,W,Kettering,OH,FALSE,other,Not fleeing,FALSE
+Dwayne Martin,8/27/2017,shot,knife,34,M,W,Sharpsburg,KY,FALSE,attack,Foot,FALSE
+Kostatinos Sfaelos,8/28/2017,shot,gun,62,M,W,New Milford,CT,FALSE,attack,Foot,FALSE
+William Matthew Holmes,8/28/2017,shot,undetermined,24,M,B,Newton,KS,TRUE,attack,Car,TRUE
+Ricky Ard,8/29/2017,shot,baseball bat,55,M,B,Evansville,IN,TRUE,other,Not fleeing,TRUE
+Larry Moore Miller,8/29/2017,shot,gun,68,M,,Jacksonville,AL,FALSE,attack,Not fleeing,FALSE
+Joshua Mark Cloud,8/29/2017,shot,gun,22,M,W,Lincoln Parish,LA,FALSE,attack,Not fleeing,FALSE
+Brandy Caldwell,8/29/2017,shot,gun,46,F,W,Watagua,TX,TRUE,other,Not fleeing,FALSE
+Anthony Antonio Ford,8/30/2017,shot,unarmed,27,M,B,Miami,FL,FALSE,other,Foot,FALSE
+Thomas Daniel Littlecloud,8/30/2017,shot,gun,32,M,N,Sacramento,CA,FALSE,attack,Car,FALSE
+Issac Cervantes,8/31/2017,shot,gun,22,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Debi Lynn Thorkelson,8/31/2017,shot,gun,54,F,W,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Michael Battles,9/1/2017,shot,toy weapon,32,M,W,Poultney,VT,TRUE,attack,Not fleeing,FALSE
+Roger Helgerson,9/1/2017,shot,unknown weapon,45,M,W,Mount Hope,WI,FALSE,other,Foot,FALSE
+Daniel Gillis,9/1/2017,shot,knife,36,M,W,Pittsfield,MA,TRUE,other,Foot,FALSE
+TK TK,9/2/2017,shot,gun,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Antwon Springer,9/3/2017,shot,gun,37,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,FALSE
+Henry Stephen Rakoz,9/3/2017,shot,gun,47,M,W,Longview,WA,FALSE,other,Not fleeing,FALSE
+William Porubsky,9/3/2017,shot,unarmed,30,M,W,Akron,OH,TRUE,attack,Not fleeing,TRUE
+Jarvis Hayes,9/3/2017,shot,,31,M,B,Myrtle Beach,SC,FALSE,attack,Car,FALSE
+Shane Marsh,9/4/2017,shot,knife,44,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+James Fuller,9/4/2017,shot and Tasered,chair,52,M,W,Columbus,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,9/5/2017,shot,,,F,,Spring,TX,FALSE,attack,Car,FALSE
+John Timmons,9/5/2017,shot,gun,67,M,,Hohenwald,TN,FALSE,other,Not fleeing,FALSE
+Daniel Wheelock,9/5/2017,shot,knife,16,M,W,Kendale Lakes,FL,FALSE,attack,Not fleeing,FALSE
+Rueben Galindo,9/6/2017,shot,gun,29,M,H,Charlotte,NC,FALSE,other,Not fleeing,FALSE
+Timothy Elam,9/6/2017,shot,unarmed,42,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Richards,9/6/2017,shot,knife,31,M,B,New York,NY,TRUE,other,Not fleeing,TRUE
+Eric Dwan Arnold,9/7/2017,shot,gun,41,M,B,Sacramento,CA,FALSE,attack,Car,FALSE
+Billy Joe Elmore,9/8/2017,shot,gun,45,M,W,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Michael Culhane,9/8/2017,shot,undetermined,50,M,W,Monett,MO,TRUE,other,Not fleeing,FALSE
+Ervin Eugene Sweat Jr.,9/9/2017,shot,gun,26,M,B,Arcata,CA,FALSE,attack,Not fleeing,FALSE
+Erick Perez,9/10/2017,shot,gun,22,M,H,Youngtown,AZ,FALSE,attack,Not fleeing,FALSE
+Joseph Charles Cook,9/10/2017,shot,gun,76,M,W,Huntersville,NC,FALSE,attack,Not fleeing,FALSE
+Frankie Santos,9/10/2017,shot,gun,58,M,H,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Hight,9/10/2017,shot,gun,32,M,W,Plano,TX,FALSE,attack,Not fleeing,FALSE
+Juan Flores,9/10/2017,shot,,19,M,H,Chicago,IL,FALSE,attack,Not fleeing,TRUE
+Thomas Addison,9/11/2017,shot,unknown weapon,25,M,N,Great Falls,MT,FALSE,other,Foot,FALSE
+Brian Patrick Allen,9/11/2017,shot,gun,48,M,W,Hixson,TN,FALSE,attack,Car,FALSE
+Vincent Edward Hernandez Jr,9/11/2017,shot,toy weapon,39,M,H,Bassett,CA,FALSE,attack,Not fleeing,FALSE
+Rodolfo Ballardo,9/13/2017,shot,gun,31,M,H,Quartzsite,AZ,FALSE,attack,Car,FALSE
+Gary Joe McCourt,9/14/2017,shot,knife,50,M,W,Frametown,WV,FALSE,attack,Not fleeing,FALSE
+Ruben Urbina,9/15/2017,shot,crowbar,15,M,H,Haymarket,VA,FALSE,other,Not fleeing,FALSE
+Matthew Michael McTague,9/15/2017,shot,,48,M,W,Hallandale Beach,FL,TRUE,attack,Car,FALSE
+Jacob Dominguez,9/15/2017,shot,unarmed,32,M,H,San Jose,CA,FALSE,other,Car,FALSE
+Scout Schultz,9/16/2017,shot,knife,21,,W,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Nicholas K. Perkins,9/17/2017,shot,gun,37,M,W,Oak Harbor,WA,TRUE,attack,Not fleeing,FALSE
+Brian Ziro,9/17/2017,shot,gun,21,M,B,West Milford,WV,FALSE,attack,Foot,FALSE
+Eric Alvarez,9/17/2017,shot and Tasered,knife,40,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Jesse VanSipe,9/18/2017,shot,gun,33,M,W,Piedmont,AL,TRUE,other,Not fleeing,FALSE
+Joshua Stubbs,9/19/2017,shot,gun and knife,25,M,W,Monroe,NC,FALSE,attack,Car,TRUE
+Jimme Knight Smith,9/19/2017,shot,gun,55,M,W,Independence,VA,TRUE,attack,Not fleeing,FALSE
+Randall Ross,9/19/2017,shot,undetermined,53,M,W,Bernice,LA,FALSE,undetermined,,FALSE
+TK TK,9/19/2017,shot,gun,,M,,La Porte,TX,TRUE,attack,Not fleeing,FALSE
+David Scott,9/19/2017,shot,knife,27,M,W,Chula Vista,CA,TRUE,attack,Not fleeing,FALSE
+Magdiel Sanchez,9/20/2017,shot,pipe,35,M,H,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Eddie Russell Jr.,9/20/2017,shot,gun,25,M,B,Peoria,IL,TRUE,other,Not fleeing,FALSE
+Haraesheo Rice,9/20/2017,shot,gun,31,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Mack Brinkley,9/21/2017,shot,gun,70,M,W,Boswell,OK,FALSE,attack,Car,FALSE
+Matthew Wells,9/21/2017,shot,knife,40,M,W,Tacoma,WA,TRUE,other,Not fleeing,FALSE
+Austin Dunsmore,9/21/2017,shot,undetermined,25,M,O,Denver,CO,FALSE,other,Car,FALSE
+Jose Felix Reyes,9/21/2017,shot,,38,M,H,Rockwall,TX,FALSE,attack,Car,FALSE
+Alexander Ochoa,9/22/2017,shot,gun and knife,26,M,H,Oceanside,CA,FALSE,attack,Not fleeing,FALSE
+Dillan Tabares,9/22/2017,shot,gun,27,M,O,Huntington Beach,CA,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2017,shot,undetermined,,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Scott Farnsworth,9/22/2017,shot,gun,28,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Bryan Wright,9/22/2017,shot,gun,40,M,W,Hattiesburg,MS,FALSE,attack,Not fleeing,FALSE
+Scott Michael Chamberlain,9/22/2017,shot,,44,M,W,Brooksville,FL,TRUE,attack,Car,FALSE
+Damien Murray,9/24/2017,shot,gun,39,M,B,San Francisco,CA,FALSE,other,Not fleeing,TRUE
+Jarred Burke,9/24/2017,shot,gun,24,M,W,New Castle,IN,FALSE,attack,Foot,FALSE
+Anthony Robinson,9/25/2017,shot,gun,32,M,B,Palmetto,FL,FALSE,attack,Foot,FALSE
+Cody O'Bryan,9/25/2017,shot,Taser,31,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Jeffory Hughes,9/26/2017,shot,gun,50,M,W,Fairview,TN,FALSE,attack,Not fleeing,FALSE
+Roger Craig Nielsen,9/26/2017,shot,gun,31,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Craig A. Johnson,9/26/2017,shot,gun,50,M,W,Coolin,ID,FALSE,other,Not fleeing,FALSE
+Demilo Trayuon Hodge,9/27/2017,shot,gun,45,M,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Anthony Wallace,9/27/2017,shot,gun,44,M,W,Spring Hill,FL,FALSE,attack,Car,FALSE
+Guy Lynn Scott,9/27/2017,shot,gun,48,M,W,Griffin,GA,TRUE,attack,Not fleeing,FALSE
+Michael Bruce Peterson,9/28/2017,shot,baton,39,M,W,Salt Lake City,UT,FALSE,other,Not fleeing,FALSE
+Dominique Tyrell White,9/28/2017,shot,gun,30,M,N,Topeka,KS,FALSE,attack,Foot,FALSE
+Quentin Starke,9/30/2017,shot,gun,44,M,W,Columbua,IN,FALSE,attack,Car,FALSE
+Tyrell Dewayne Pinkston,9/30/2017,shot,gun,28,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Lester Jesus Machado,10/1/2017,shot,,24,M,H,Hialeah,FL,FALSE,attack,Car,FALSE
+"Marquis ""Bubba"" Jones",10/1/2017,shot,gun,27,M,B,West Burlington,IA,FALSE,other,Other,TRUE
+Anthony Gallo,10/1/2017,shot,knife,34,M,W,Canton Township,PA,TRUE,other,Not fleeing,FALSE
+Micah McComas,10/1/2017,shot,unarmed,41,M,W,Seward,AK,FALSE,other,Car,TRUE
+George Randall Newman,10/1/2017,shot,gun,26,M,W,North Fort Collins,CO,FALSE,attack,Not fleeing,TRUE
+Joshua Lanflisi,10/1/2017,shot,gun and sword,38,M,W,St. Louis,MO,TRUE,other,Not fleeing,FALSE
+Kevin Anthony Battaglia,10/2/2017,shot,gun,33,M,W,Parkton,NC,TRUE,attack,Not fleeing,FALSE
+Marquinton T. Brooks,10/2/2017,shot,gun,22,M,W,West Ouachita,LA,FALSE,other,Foot,FALSE
+John Loaiza,10/3/2017,shot,pipe,40,M,W,Jefferson City,MO,FALSE,attack,Not fleeing,FALSE
+Chad Cochell,10/4/2017,shot,,34,M,W,Spokane,WA,TRUE,other,Not fleeing,FALSE
+Sandy Guardiola,10/4/2017,shot,gun,48,F,B,Canandaigua,NY,FALSE,attack,Not fleeing,FALSE
+Jomekia Minter,10/4/2017,shot,gun,37,M,B,Thomas County,GA,FALSE,attack,Not fleeing,FALSE
+Michael Ferrell,10/4/2017,shot,gun,67,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Brandon Lee Bohanon,10/5/2017,shot,unarmed,35,M,W,Hiram,GA,FALSE,other,Not fleeing,FALSE
+Cristino Umana-Garcia,10/5/2017,shot,knife,29,M,H,Finney County,KS,TRUE,other,Not fleeing,FALSE
+Phumee Lee,10/5/2017,shot,gun,28,M,A,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+Johnny Ray Leeds,10/5/2017,shot,gun,40,M,W,Leeds,AL,FALSE,attack,,FALSE
+German Ornelas,10/5/2017,shot,knife,31,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dale Sisson,10/6/2017,shot,gun,51,M,W,Golden,CO,FALSE,attack,Car,FALSE
+Garrett Hoose,10/6/2017,shot,gun,47,M,W,Perryopolis,PA,TRUE,other,Not fleeing,FALSE
+Ernesto Padron,10/6/2017,shot,gun,52,M,H,Miami,FL,FALSE,other,Foot,FALSE
+Matthew Jonathan Luis Hurtado,10/6/2017,shot,,28,M,H,Duarte,CA,FALSE,undetermined,,FALSE
+Roberto Callejas,10/6/2017,shot and Tasered,knife,35,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Samuel David Lanham,10/7/2017,shot,gun,25,M,W,Charleston,WV,TRUE,attack,Car,FALSE
+Roberto Avendano,10/8/2017,shot,machete,,M,H,Abingdon,VA,FALSE,other,Foot,FALSE
+Sabrina Ann Garcia,10/8/2017,shot,gun,34,F,H,Mesa,AZ,TRUE,undetermined,Foot,FALSE
+Albert Garcia,10/8/2017,shot,knife,58,M,H,San Fernando,CA,FALSE,other,Not fleeing,FALSE
+Corey Boykin,10/8/2017,shot,gun,24,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Cariann Hithon,10/8/2017,shot,,22,F,B,Miami,FL,FALSE,attack,Car,FALSE
+Glenn Southwood Jr.,10/8/2017,shot,gun,46,M,W,Pinetop-Lakeside,AZ,FALSE,attack,Not fleeing,FALSE
+Daniel James,10/10/2017,shot,gun,55,M,,Rochester,WA,TRUE,attack,,FALSE
+Vincent Dronet,10/11/2017,shot,,61,M,W,Biloxi,MS,FALSE,attack,Car,FALSE
+Brandon Wade Rucker,10/11/2017,shot,gun,43,M,W,Marana,AZ,FALSE,other,Not fleeing,FALSE
+Kristian Martinez,10/11/2017,shot,unarmed,44,M,H,Valdez,CO,FALSE,attack,Foot,FALSE
+John Robert Payne,10/12/2017,shot,gun,35,M,B,Homewood,AL,TRUE,attack,Foot,FALSE
+Sean D. Brady,10/12/2017,shot,gun,29,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Paul Dolen,10/13/2017,shot,gun,57,M,W,Wayne County,KY,FALSE,attack,Not fleeing,FALSE
+J.C. Hawkins,10/13/2017,shot,gun,42,M,B,Charlottesville,VA,FALSE,attack,Foot,FALSE
+Michael David Lopez,10/14/2017,shot,undetermined,44,M,H,Torrance,CA,FALSE,other,Car,FALSE
+Eddie Sanders,10/14/2017,shot,gun,25,M,,Olivehurst,CA,FALSE,other,Not fleeing,FALSE
+Eric Garrison,10/16/2017,shot,gun,20,M,B,Baltimore,MD,FALSE,other,Foot,TRUE
+James Michael Chappell,10/16/2017,shot,gun,32,M,W,Simpsonville,SC,FALSE,attack,Not fleeing,FALSE
+Luis David Flores,10/16/2017,shot,gun,34,M,H,Picture Rocks,AZ,FALSE,other,Not fleeing,FALSE
+Ezekiel Juan Duran,10/16/2017,shot,gun,18,M,H,Atwater,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Clayton Johnson,10/16/2017,shot and Tasered,gun,31,M,W,Kingwood,TX,FALSE,attack,Car,FALSE
+DeAndre Bethea,10/17/2017,shot,,24,M,B,Hampton,VA,FALSE,other,Not fleeing,FALSE
+Daniel Spear,10/18/2017,shot,gun,35,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Mitchell Fox,10/19/2017,shot,gun,34,M,W,Clearwater,FL,TRUE,other,Not fleeing,FALSE
+Matthew Whitley,10/19/2017,shot,gun,26,M,W,Kings Mountain,NC,FALSE,attack,Other,FALSE
+Dewboy Lister,10/19/2017,shot,unarmed,55,M,B,Corpus Christi,TX,FALSE,attack,Foot,TRUE
+Steven Wayne Truex,10/19/2017,shot and Tasered,gun,38,M,W,Birmingham,AL,FALSE,other,Not fleeing,FALSE
+Jamarco McShann,10/20/2017,shot,gun,23,M,B,Moraine,OH,TRUE,attack,Not fleeing,FALSE
+Jorge Cabrera,10/20/2017,shot,knife,54,M,,Houston,TX,FALSE,other,Not fleeing,FALSE
+Phillip Joel Trammell,10/20/2017,shot,knife,30,M,W,Fort Smith,OK,FALSE,attack,Not fleeing,TRUE
+Victor Gonzalez,10/21/2017,shot,hammer,44,M,H,Cloverdale,CA,FALSE,other,Not fleeing,FALSE
+Jason Marble,10/21/2017,shot,gun,37,M,W,Girard,OH,FALSE,attack,Not fleeing,FALSE
+Nicholas Pimentel,10/22/2017,shot,unarmed,27,M,H,Ceres,CA,FALSE,other,Car,FALSE
+Johnny Bonta,10/22/2017,shot,gun,43,M,N,Sparks,NV,FALSE,attack,Not fleeing,FALSE
+Samantha Hennard,10/22/2017,shot,gun,25,F,W,St. Joseph,MO,FALSE,attack,Foot,FALSE
+Dexter David Anthony Baxter,10/22/2017,shot,unarmed,30,M,N,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+Matthew David Palaita,10/23/2017,shot,gun,35,M,H,Lodi,CA,FALSE,attack,Not fleeing,FALSE
+Ashleigh Bertucci,10/23/2017,shot,gun,31,F,W,Shelbyville,KY,TRUE,other,Not fleeing,TRUE
+George Gipp,10/23/2017,shot,undetermined,35,M,N,Standing Rock Reservation,ND,FALSE,other,Car,FALSE
+Sean Bohinski,10/24/2017,shot,unarmed,37,M,W,Plymouth Township,PA,FALSE,attack,Not fleeing,FALSE
+Brandon Uzialko,10/24/2017,shot,gun,25,M,W,Norwich,CT,FALSE,attack,Foot,FALSE
+David Campos,10/24/2017,shot and Tasered,screwdriver,34,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Timothy Earl Jackson,10/25/2017,shot,gun,33,M,B,St. Petersburg,FL,FALSE,attack,Not fleeing,FALSE
+Antonio Levison,10/25/2017,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Foot,FALSE
+Sanders Surber,10/26/2017,shot,gun,32,M,W,Fairhope,AL,FALSE,attack,Other,FALSE
+Charles L. Wallace,10/26/2017,shot,,46,M,,Erie,PA,FALSE,other,Not fleeing,FALSE
+James M. Davis,10/26/2017,shot,gun,34,M,W,Horseheads,NY,FALSE,attack,Car,FALSE
+Jerry Richardson,10/27/2017,shot,machete,46,M,B,Indiantown,FL,TRUE,other,Not fleeing,FALSE
+Danny Sanchez,10/28/2017,shot,gun and car,40,M,H,Greeley,CO,FALSE,attack,Car,FALSE
+Lucas DeFord,10/28/2017,shot,gun,27,M,N,Black River Falls,WI,FALSE,other,Car,TRUE
+Baltazar Escalona-Baez,10/28/2017,shot,knife,17,M,H,Polk County,OR,FALSE,other,Car,FALSE
+Eric Higgs,10/29/2017,shot,gun,46,M,B,Tate County,MS,FALSE,attack,Car,FALSE
+Mark Bidon,10/29/2017,shot,gun,50,M,W,Centennial,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Lee Flowers,10/29/2017,shot,knife,41,M,W,New Castle,IN,FALSE,attack,Not fleeing,FALSE
+Kalin Jackson,10/29/2017,shot,,23,M,B,King of Prussia,PA,FALSE,other,Not fleeing,FALSE
+Robert James Lightfeather,10/30/2017,shot,gun,33,M,N,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Birelas-Contreras,10/31/2017,shot,knife,25,M,H,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Luvelle Kennon,10/31/2017,shot,undetermined,27,M,B,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Paul Landis Gorden,10/31/2017,shot,gun,39,M,W,Livingston,TN,FALSE,attack,Not fleeing,FALSE
+Vincent Hall,10/31/2017,shot,gun,22,M,B,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Heather Denean Bubrig,10/31/2017,shot,ax,37,F,W,Las Cruces,NM,TRUE,other,Not fleeing,FALSE
+Jamee Almarez,11/1/2017,shot,gun,27,M,H,Anniston,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Jacobs,11/1/2017,shot,,28,M,W,Pippa Passes,KY,FALSE,attack,Car,FALSE
+Wallace Jory,11/2/2017,shot,pitchfork,56,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jerry Roach,11/2/2017,shot,gun,71,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,11/2/2017,shot,gun,,M,,Inkster,MI,FALSE,attack,Not fleeing,FALSE
+Robert Powell,11/3/2017,shot,gun and car,53,M,W,Port Orange,FL,FALSE,attack,Car,FALSE
+Jorge Hidalgo,11/3/2017,shot,machete,43,M,,El Paso,TX,FALSE,other,,FALSE
+Marvin Stair,11/3/2017,shot,gun,44,M,,Batesville,AR,FALSE,attack,Not fleeing,FALSE
+Christopher Edward Loftis,11/3/2017,shot,gun and car,39,M,W,Ohatchee,AL,FALSE,attack,Car,FALSE
+Nyung Kyee,11/4/2017,shot,knife,56,M,A,Clarksville,AR,FALSE,attack,Not fleeing,FALSE
+Raymond Davis,11/4/2017,shot,gun,24,M,B,Columbus,MS,FALSE,other,Not fleeing,TRUE
+Michael Wayne Marin,11/4/2017,shot,gun,35,M,W,Parker,CO,FALSE,attack,,FALSE
+Frank Half,11/4/2017,shot,gun,30,M,N,Billings,MT,FALSE,attack,,FALSE
+Mason Johnson,11/4/2017,shot,gun,31,M,W,Owen County,IN,TRUE,attack,Not fleeing,FALSE
+Augustus Joshua Crawford,11/4/2017,shot,gun,20,M,B,Bakersfield,CA,FALSE,undetermined,Foot,FALSE
+John Quincy Grady,11/5/2017,shot,gun,35,M,W,Meridian,MS,FALSE,attack,Not fleeing,FALSE
+Marylsa Sanchez,11/5/2017,shot,,31,F,H,Rudioso,NM,FALSE,attack,Not fleeing,FALSE
+Eddie Lee Patterson,11/5/2017,shot,,49,M,B,Rockford,IL,FALSE,undetermined,Car,FALSE
+Pamela Webber,11/6/2017,shot,knife,54,F,W,Lynchburg,VA,TRUE,other,Not fleeing,FALSE
+TK TK,11/6/2017,shot,gun,48,M,W,Barstow,CA,FALSE,attack,Car,FALSE
+Talathia Brooks,11/7/2017,shot,gun,32,F,W,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+Jarrett Varnado,11/7/2017,shot,gun,35,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+James Jacob Bailey,11/8/2017,shot,gun,30,M,W,Forest Park,GA,FALSE,attack,Car,FALSE
+Roger Raymond York,11/8/2017,shot,gun,32,M,W,Clinton,TN,FALSE,attack,Foot,FALSE
+Victor Demetrius Bray,11/8/2017,shot,gun,31,M,W,Roanoke,VA,FALSE,other,Not fleeing,FALSE
+Jason Ike Pero,11/8/2017,shot,knife,14,M,N,Odanah,WI,FALSE,other,Not fleeing,FALSE
+Paul Jones,11/9/2017,shot,gun,25,M,B,Salisbury,NC,FALSE,attack,Car,FALSE
+Joseph Santos,11/9/2017,shot,,32,M,W,Providence,RI,FALSE,attack,Car,TRUE
+Charles Edwin Nickels,11/9/2017,shot,gun,35,M,W,Neshoba County,MS,TRUE,attack,Not fleeing,FALSE
+Kiser L. Sturgell,11/9/2017,shot,gun,27,M,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Ashley Jenkins,11/9/2017,shot,unarmed,23,F,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Terry A. Dubois,11/10/2017,shot,gun,55,M,W,Gibson,LA,TRUE,attack,Not fleeing,FALSE
+Thomas Aikens,11/10/2017,shot,knife,43,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ronald L. Klitzka,11/10/2017,shot,gun,62,M,W,Crystal,MN,TRUE,attack,Not fleeing,FALSE
+John Bazemore III,11/10/2017,shot,gun,25,M,B,Denver,CO,FALSE,other,Foot,FALSE
+TK TK,11/10/2017,shot,,,M,B,Hinds County,MS,FALSE,other,Not fleeing,FALSE
+Matthew Joseph Scudero,11/10/2017,shot,gun,50,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Shane Jensen,11/11/2017,shot,gun,19,M,W,Dakota City,IA,TRUE,attack,Other,FALSE
+Phillip Pitts,11/11/2017,shot,gun,41,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Eddy Longoria,11/11/2017,shot,gun,55,M,W,St. Tammany Parish,LA,FALSE,attack,Not fleeing,FALSE
+Larry Ruiz-Barreto,11/12/2017,shot,,19,M,H,Fall River,MA,FALSE,other,Car,FALSE
+Cornell Lockhart,11/13/2017,shot,knife,67,M,B,Tremont,NY,TRUE,attack,Not fleeing,TRUE
+Calvin Toney,11/13/2017,shot,unarmed,24,M,B,Baton Rouge,LA,FALSE,attack,Foot,TRUE
+Kevin J. Neal,11/14/2017,shot,gun,44,M,W,Rancho Tehama Reserve,CA,TRUE,undetermined,,FALSE
+Adam Brogdon,11/14/2017,shot,gun,23,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Keian Jones,11/14/2017,shot,knife,51,M,,Stockton,CA,FALSE,other,Car,FALSE
+Dustin Robert Pigeon,11/15/2017,shot,unarmed,29,M,A,Oklahoma City,OK,TRUE,other,Not fleeing,TRUE
+Thomas Barclay,11/15/2017,shot,gun,48,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Oscar Anaya,11/15/2017,shot,gun,22,M,H,Van Nuys,CA,FALSE,attack,Car,FALSE
+TK TK,11/15/2017,shot,knife,,M,B,Jackson,MS,FALSE,other,Not fleeing,FALSE
+Phillip Van Cise,11/15/2017,shot,gun,59,M,W,Elmira,NY,TRUE,attack,Not fleeing,FALSE
+Chester Randolph Ward,11/16/2017,shot,gun,68,M,B,Cedar Lake,TX,FALSE,attack,Not fleeing,FALSE
+Martin Jim,11/17/2017,shot,unarmed,25,M,W,Albuquerque,NM,FALSE,other,Car,FALSE
+Isaac Padilla,11/17/2017,shot,unarmed,23,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Shady Bell,11/17/2017,shot,gun,46,M,B,West Monroe,LA,FALSE,attack,Not fleeing,FALSE
+Bijan C. Ghaisar,11/17/2017,shot,unarmed,25,M,W,Fairfax,VA,FALSE,undetermined,Car,FALSE
+Seth Hardwick,11/17/2017,shot,gun,30,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Lawrence Hawkins,11/18/2017,shot,unarmed,56,M,B,Prichard,AL,FALSE,other,Car,FALSE
+Preston Bell,11/18/2017,shot,,24,M,N,Billings,MT,FALSE,attack,Car,FALSE
+Brian Calvert,11/18/2017,shot,,18,M,W,Warren County,KY,FALSE,attack,Car,FALSE
+Geronimo Vicente Santos,11/19/2017,shot,gun,34,M,,Lompoc,CA,FALSE,attack,,FALSE
+Jacob McCarty,11/19/2017,shot,gun,27,M,W,Greenville County,SC,FALSE,attack,Car,FALSE
+Matthew Donald Tobin,11/19/2017,shot,gun,26,M,W,Davenport,IA,FALSE,attack,Not fleeing,FALSE
+Seth William Johnson,11/20/2017,shot,knife,15,M,W,Gulfport,MS,FALSE,undetermined,Not fleeing,FALSE
+Emilio John Cruz Hernandez,11/23/2017,shot,gun,26,M,H,Klamath Falls,OR,FALSE,other,Foot,FALSE
+Nikolas Wanner,11/23/2017,shot,gun,32,M,W,Lebanon,MO,TRUE,attack,Not fleeing,FALSE
+Rehyen Bost-McMurray,11/23/2017,shot,gun,17,M,B,St. Louis,MO,FALSE,attack,,FALSE
+Jackie Germaine Ragland,11/23/2017,shot,gun,32,M,B,Pell City,AL,FALSE,attack,Not fleeing,FALSE
+David Leroy Thelen,11/23/2017,shot,knife,43,M,W,Holland Township,MI,TRUE,other,Not fleeing,FALSE
+Rocky Miles West,11/24/2017,shot,gun,26,M,W,Wimberley,TX,TRUE,attack,Not fleeing,FALSE
+Steve Steenhard,11/24/2017,shot,unknown weapon,51,M,W,Yuma,AZ,FALSE,undetermined,Not fleeing,FALSE
+Nelson F. Rodarte,11/25/2017,shot,gun,39,M,H,Penasco,NM,FALSE,attack,Not fleeing,FALSE
+Johnny Castro,11/26/2017,shot,gun,43,M,H,Lemoore,CA,FALSE,attack,Car,FALSE
+William Freddy Carter Jr.,11/26/2017,shot,gun,31,M,W,Huntsville,AL,FALSE,attack,Not fleeing,FALSE
+Daniel Navarro,11/26/2017,shot,knife,22,M,H,Covina,CA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Escobedo,11/27/2017,shot,gun,26,M,,Yakima,WA,FALSE,attack,Car,FALSE
+Christian Chavez,11/27/2017,shot,gun,40,M,H,South Gate,CA,TRUE,attack,Not fleeing,FALSE
+Robert Claude Smith,11/28/2017,shot,,64,M,W,Eaton County,MI,FALSE,attack,Car,FALSE
+Lucas Stone,11/28/2017,shot,gun,30,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+James C. Danforth,11/28/2017,shot,gun,59,M,W,Hillyard,WA,FALSE,attack,Foot,FALSE
+TK TK,11/29/2017,shot,undetermined,,M,,Three Points,AZ,FALSE,attack,,FALSE
+Aquoness Cathery,11/29/2017,shot,gun,24,M,B,Chicago,IL,FALSE,other,,TRUE
+Rufus Cedric Baker,11/30/2017,shot,gun,32,M,B,Hendersonville,NC,FALSE,other,Foot,FALSE
+Juan Andres Barillas,11/30/2017,shot,gun,37,M,H,North Hollywood,CA,FALSE,other,Car,FALSE
+Trent Fondren,12/1/2017,shot,knife,33,M,W,York,SC,FALSE,undetermined,,TRUE
+Keita O'Neil,12/1/2017,shot,unarmed,42,M,B,San Francisco,CA,FALSE,other,Car,TRUE
+Mario Guevara,12/2/2017,shot,knife,37,M,H,Colton,CA,TRUE,other,Not fleeing,FALSE
+Christopher Louis Willard,12/2/2017,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Gregory Ray Ham,12/3/2017,shot,sword,62,M,W,La Marque,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey Scott Cantrell,12/4/2017,shot,gun,46,M,W,Monticello,GA,FALSE,attack,Not fleeing,FALSE
+Mario Sanabria,12/5/2017,shot,machete,69,M,H,Bronx,NY,FALSE,other,Not fleeing,FALSE
+Johnnie D. Carter,12/5/2017,shot,gun,24,M,B,Bassett,VA,FALSE,attack,Not fleeing,FALSE
+Jean Pedro Pierre,12/6/2017,shot,unarmed,42,M,B,Lauderdale Lakes,FL,TRUE,attack,Not fleeing,TRUE
+Robert Page,12/6/2017,shot,gun,71,M,,Coral Springs,FL,TRUE,undetermined,Not fleeing,FALSE
+Scott Addison,12/6/2017,shot,gun,49,M,W,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Jesse Cole Shuping,12/7/2017,shot,gun,35,M,W,Peshtigo,WI,FALSE,attack,Car,FALSE
+Kyler Grabbingbear,12/7/2017,shot,undetermined,19,M,N,Denver,CO,FALSE,undetermined,Foot,FALSE
+John Souder,12/7/2017,shot,gun,40,M,W,Old Forge,PA,FALSE,attack,Car,FALSE
+Frederick Douglas Wilburn,12/7/2017,shot,,34,M,B,Tucson,AZ,FALSE,attack,Car,FALSE
+Vernchoy Saechao,12/8/2017,shot,gun,22,M,A,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Juliun Pitcher,12/9/2017,shot,gun,16,M,W,Dover,DE,FALSE,attack,Not fleeing,FALSE
+James Newman,12/9/2017,shot,gun,69,M,W,Rose Bud,AR,FALSE,attack,Not fleeing,FALSE
+Kyle Zahacefski,12/10/2017,shot,knife,24,M,W,Point Loma,CA,FALSE,other,,FALSE
+Kyle Anthony Mihecoby,12/10/2017,shot,Taser,28,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Ira Crawford,12/10/2017,shot,knife,26,M,,Mobile,AL,FALSE,attack,Not fleeing,FALSE
+Frank Lopez,12/10/2017,shot and Tasered,knife,48,M,,Artesia,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/11/2017,shot,gun,,M,,Seattle,WA,FALSE,attack,Car,TRUE
+Stacy Micheletti,12/11/2017,shot,unknown weapon,51,M,W,Great Falls,MT,FALSE,other,,FALSE
+Marcia Metzger Aiken,12/12/2017,shot,undetermined,50,F,,Rincon,GA,TRUE,undetermined,,FALSE
+Jeremy Patscheck,12/13/2017,shot,vehicle,,M,,Northglenn,CO,FALSE,attack,,FALSE
+TK TK,12/13/2017,shot,unknown weapon,,M,,Hamilton,AL,FALSE,other,Not fleeing,FALSE
+Zoe Dowdell,12/14/2017,shot,,20,M,B,New Britain,CT,FALSE,other,Car,FALSE
+Clifford Keller,12/15/2017,shot,gun,34,M,W,McMinnville,TN,FALSE,attack,Not fleeing,FALSE
+Robert Allen Morrison,12/15/2017,shot,gun,57,M,,Lexington,VA,FALSE,attack,Foot,FALSE
+Eric Campbell,12/15/2017,shot,gun,,M,,Yonkers,NY,FALSE,other,Car,FALSE
+Adam Radcliffe,12/15/2017,shot,,30,M,,Wilmington,DE,FALSE,other,Car,FALSE
+Michael Wilson,12/17/2017,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,FALSE
+TK TK,12/17/2017,shot,unknown weapon,,M,,Charleston,TN,FALSE,other,Foot,FALSE
+Willy Floyd McCord,12/17/2017,shot,gun,52,M,,Bremerton,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Crumbley,12/17/2017,shot,shovel,52,M,,Valley Head,WV,FALSE,attack,Not fleeing,FALSE
+Todd A. Stone,12/18/2017,shot,hatchet,48,M,B,Oak Park,MI,FALSE,other,Not fleeing,FALSE
+Tom Heath,12/19/2017,shot,knife,56,M,,Mulberry,AR,TRUE,other,Foot,FALSE
+TK TK,12/19/2017,shot,knife,24,M,,The Colony,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/19/2017,shot,gun,,M,,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+Robert Edwards,12/20/2017,shot,toy weapon,33,M,W,Miami Township,OH,TRUE,other,Not fleeing,FALSE
+Charles McBride,12/20/2017,shot,gun,56,M,,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Frankie Anchondo,12/20/2017,shot,unarmed,35,M,,Farmington,NM,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2017,shot,gun,,M,,Oceanside,CA,FALSE,undetermined,Foot,FALSE
+Kameron Prescott,12/21/2017,shot,unarmed,6,M,W,Schertz,TX,FALSE,other,Not fleeing,FALSE
+Amanda Lenee Jones,12/21/2017,shot,pipe,30,F,,Schertz,TX,FALSE,other,Foot,FALSE
+Jose Aguero,12/21/2017,shot,gun,26,M,H,Greeley,CO,TRUE,other,Foot,FALSE
+Ahmed Aminamin El-Mofty,12/22/2017,shot,gun,51,M,,Harrisburg,PA,FALSE,attack,Foot,FALSE
+Jeffrey John Golnick,12/22/2017,shot,gun,40,M,W,Gilbert,MN,FALSE,attack,Foot,FALSE
+Lawrence McClellon,12/22/2017,shot,gun,62,M,,Pocatello,ID,FALSE,other,Not fleeing,FALSE
+Jesse Murillo,12/23/2017,shot,metal object,32,M,,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jesse Champney,12/23/2017,shot,undetermined,26,M,,Canaan,NH,FALSE,undetermined,Not fleeing,FALSE
+Evilio Gomez,12/24/2017,shot,machete,46,M,H,Progreso,TX,FALSE,other,Not fleeing,FALSE
+Cody Dalton Eyre,12/24/2017,shot,gun,20,M,W,Fairbanks,AK,TRUE,attack,Not fleeing,TRUE
+Charlie Joseph Murillo,12/24/2017,shot,knife,25,M,,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jacob Craig,12/25/2017,shot,gun,,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Adrian Escobar,12/25/2017,shot,gun,28,M,,Yakima,WA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Fritz Macalevy,12/25/2017,shot,gun,44,M,,Boring,OR,FALSE,attack,Car,FALSE
+Jose Garcia,12/26/2017,shot,undetermined,31,M,,Yakima,WA,TRUE,undetermined,Not fleeing,FALSE
+Robert Miller,12/26/2017,shot,gun,40,M,,Tulare,CA,FALSE,attack,Car,FALSE
+James Alan Berrones,12/26/2017,shot,gun,46,M,,Roswell,NM,FALSE,attack,,FALSE
+Jesse Scarsbrook,12/26/2017,shot,gun,28,M,B,Lawrence,IN,FALSE,attack,Car,FALSE
+Robo Raikoglo,12/26/2017,shot,gun,30,M,W,Desert Hot Springs,CA,FALSE,attack,Car,FALSE
+Brooke Amelia Camacho,12/26/2017,shot,gun,38,F,,Farmers Branch,TX,FALSE,attack,Not fleeing,FALSE
+Salvador Byassee,12/26/2017,shot,knife,34,M,,300 block of State Line Road,TN,FALSE,other,Other,FALSE
+Joshua Paul Spottedhorse,12/26/2017,shot,gun,36,M,N,Spokane,WA,FALSE,attack,Foot,TRUE
+Dennis Plowden,12/27/2017,shot,,25,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Andrew Finch,12/27/2017,shot,unarmed,28,M,W,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Kenneth J. Perna-Rutsky,12/27/2017,shot,gun,38,M,W,Chester,VA,TRUE,attack,Not fleeing,FALSE
+Isaiah Christian Green,12/28/2017,shot,gun,20,M,,Dover Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Baird,12/28/2017,shot,gun,37,M,,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+Corey Bailey,12/28/2017,shot,gun,30,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Jarvis Lykes,12/29/2017,shot,undetermined,35,M,,Columbus,GA,FALSE,other,Car,FALSE
+Marco Antonio Carlos,12/30/2017,shot,gun,31,M,H,Redwood City,CA,FALSE,attack,Not fleeing,FALSE
+Heath Wayne Hodges,12/30/2017,shot,undetermined,36,M,W,Crowell,TX,FALSE,undetermined,,FALSE
+Oscar Sandoval,12/30/2017,shot,gun,39,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Matthew Riehl,12/31/2017,shot,gun,37,M,,Highlands Ranch,CO,TRUE,attack,Not fleeing,TRUE
+Ernie Macias,12/31/2017,shot,,32,M,,Delano,CA,FALSE,other,Car,FALSE
+Mark Steven Parkinson,1/1/2018,shot,gun,65,M,W,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Archie Lawhon III,1/1/2018,shot,gun,42,M,W,Romance,AR,FALSE,attack,Not fleeing,FALSE
+Gary Johns,1/1/2018,shot,gun,65,M,W,Edgewater,FL,TRUE,attack,Not fleeing,TRUE
+Shana Diane Musquiz,1/2/2018,shot,gun,30,F,W,Camp Wood,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Elliot,1/2/2018,shot,gun,49,M,W,Ozark,AR,TRUE,attack,Not fleeing,FALSE
+Louis C. Miller,1/2/2018,shot,knife,66,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Shaleem Tindle,1/3/2018,shot,gun,28,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Robert Hansen,1/4/2018,shot,gun,27,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Brandon O. Cude,1/4/2018,shot,gun,31,M,W,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+William B. Oleson,1/5/2018,shot,gun,46,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Ledarren D. Mixon,1/5/2018,shot,gun,28,M,B,Whitehall,OH,FALSE,attack,Not fleeing,FALSE
+Andy Vo,1/5/2018,shot,gun,35,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Daniel Saavedra-Arreola,1/6/2018,shot,pole and knife,24,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Charles Smith Jr.,1/6/2018,shot,gun,17,M,B,Little Rock,AR,FALSE,attack,Not fleeing,FALSE
+Jonathan William Leroy,1/6/2018,shot,baseball bat,39,M,W,McLoud,OK,FALSE,other,Not fleeing,FALSE
+Richard Rangel,1/6/2018,shot,gun,21,M,W,Round Rock,TX,FALSE,attack,Not fleeing,FALSE
+Skyler Burnette,1/6/2018,shot,knife,21,M,N,Sparta,WI,FALSE,other,Not fleeing,FALSE
+Guillermo Mendoza,1/6/2018,shot,gun,57,M,H,San Carlos Park,FL,FALSE,attack,Not fleeing,FALSE
+Gregory Stough,1/6/2018,shot,vehicle,27,M,W,Manchester Township,PA,FALSE,other,Car,FALSE
+Jackie Harlan Roberts,1/6/2018,shot,gun,62,M,W,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+John Bailon,1/6/2018,shot and Tasered,unarmed,40,M,B,Los Lunas,NM,FALSE,other,Car,FALSE
+Trayvon Mitchell,1/7/2018,shot,gun,38,M,B,Lauderhill,FL,FALSE,other,Foot,FALSE
+Alejandro Valdez,1/7/2018,shot,knife,27,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Richard R. Towler,1/7/2018,shot,gun,54,M,B,Danville,VA,FALSE,attack,Not fleeing,FALSE
+Michael Bender,1/7/2018,shot,gun,27,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Tyler Miller,1/7/2018,shot and Tasered,unarmed,51,M,W,Sedona,AZ,TRUE,other,Not fleeing,FALSE
+TK TK,1/8/2018,shot,gun,,M,,Horn Lake,MS,FALSE,attack,Car,FALSE
+Eugene Loftis,1/8/2018,shot,gun,25,M,W,Church Hill,TN,FALSE,other,Not fleeing,FALSE
+Primitivo Macias-Rodriguez,1/8/2018,shot,gun,46,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Travis Griffin,1/8/2018,shot,gun,20,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Frank William Pawul,1/8/2018,shot and Tasered,gun,32,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thompson Nguyen,1/9/2018,shot,ax,27,M,A,San Jose,CA,TRUE,other,Not fleeing,TRUE
+Shalun Dique Smith,1/10/2018,shot,vehicle,21,M,B,Palmdale,CA,FALSE,other,Car,FALSE
+Jose Arroyo-Rosales,1/11/2018,shot,gun,60,M,H,Fort Worth,TX,FALSE,attack,,FALSE
+Justin Coy Adkins,1/11/2018,shot,gun,44,M,W,Lexington County,SC,FALSE,attack,Car,FALSE
+Jonathan Bennett,1/11/2018,shot,gun,23,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Jared S.R. Williams,1/12/2018,shot,gun,31,M,W,Elko,NV,FALSE,other,Not fleeing,FALSE
+Terry Amons,1/12/2018,shot,gun,43,M,B,Pittsburg,CA,FALSE,other,Not fleeing,FALSE
+Jason D. Whittemore,1/12/2018,shot,gun,39,M,W,Scottsville,KY,FALSE,other,Not fleeing,FALSE
+Remi Sabbe,1/12/2018,shot,gun,54,M,W,Sherwood,OR,FALSE,attack,Car,FALSE
+Amanuel Dagebo,1/12/2018,shot,gun,22,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Juan Valencia,1/12/2018,shot,gun,36,M,,Puyallup,WA,FALSE,attack,Car,FALSE
+Jeffrey Alan Burleson,1/12/2018,shot,gun,37,M,W,Cave Junction,OR,FALSE,attack,Not fleeing,FALSE
+Joseph Hilton,1/13/2018,shot,gun,42,M,W,Huntersville,NC,TRUE,other,Not fleeing,TRUE
+Christian Escobedo,1/14/2018,shot,gun,22,M,H,El Sereno,CA,FALSE,other,Not fleeing,FALSE
+Robert Martinez,1/15/2018,shot,gun,42,M,H,Eugene,OR,FALSE,other,Not fleeing,FALSE
+Nathan Giffin,1/16/2018,shot,gun,32,M,W,Montpelier,VT,FALSE,undetermined,Foot,FALSE
+Victor M. Reyes,1/16/2018,shot,unknown weapon,30,M,H,Bedford,TX,FALSE,other,Not fleeing,FALSE
+Kerry Lee Nield,1/16/2018,shot,gun,53,F,W,Gooding,ID,FALSE,attack,Not fleeing,FALSE
+Bailey Turner,1/16/2018,shot and Tasered,unarmed,27,M,W,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Geraldine Townsend,1/17/2018,shot,pellet gun,72,F,B,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jihad Merrick,1/17/2018,shot,gun,29,M,B,Nashua,IA,TRUE,attack,Car,FALSE
+Brian Gregory,1/17/2018,shot,gun,34,M,B,Memphis,TN,FALSE,other,Car,FALSE
+Donte D. Shannon,1/17/2018,shot,gun,26,M,B,Racine,WI,FALSE,attack,Foot,FALSE
+Jordan Keckhut,1/17/2018,shot,knife,22,M,H,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Joseph Edward Haynes,1/17/2018,shot,unarmed,16,M,W,Franklin County,OH,FALSE,other,Not fleeing,FALSE
+Kevin Sturgis,1/18/2018,shot,gun,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Marshall Coleman,1/19/2018,shot,knife,58,M,W,Boonville,IN,TRUE,attack,Not fleeing,FALSE
+Nicholas Daniel Moore,1/20/2018,shot,knife,23,M,W,Fairmont,MN,FALSE,other,Not fleeing,FALSE
+Jason Lappe,1/20/2018,shot,gun,44,M,W,Dunwoody,GA,FALSE,other,Not fleeing,FALSE
+Shannon Jason Cables,1/20/2018,shot,gun,46,M,W,Lake Wales,FL,FALSE,attack,Not fleeing,FALSE
+Arther McAfee Jr.,1/20/2018,shot,unarmed,61,M,B,Longview,TX,TRUE,other,Not fleeing,FALSE
+John Albers,1/20/2018,shot,,17,M,W,Overland Park,KS,TRUE,other,Car,FALSE
+Ronald Jay Lawson,1/21/2018,shot,,46,M,W,Rockledge,FL,FALSE,other,Car,FALSE
+Ilkka O. Hiironen,1/21/2018,shot,unknown weapon,35,M,W,Ebey Island,WA,TRUE,other,Not fleeing,FALSE
+Joshua Dale Prough,1/22/2018,shot,gun,36,M,W,Battle Creek,MI,TRUE,other,Not fleeing,FALSE
+Aaron Olivarez Candanoza,1/22/2018,shot,,28,M,H,Irving,TX,FALSE,other,Car,FALSE
+Jonathan Duane Atchley,1/22/2018,shot,unarmed,37,M,W,Sallisaw,OK,FALSE,other,Not fleeing,FALSE
+Edward C. Gandy,1/22/2018,shot,claimed to be armed,47,M,W,Millville,NJ,TRUE,other,,FALSE
+Joe Delira-Alires,1/22/2018,shot,gun,35,M,H,Pueblo,CO,FALSE,attack,Other,TRUE
+Joseph E. Knight,1/22/2018,shot,gun,40,M,W,Tulsa,OK,FALSE,other,Car,FALSE
+Scott Senior,1/22/2018,shot,unknown weapon,38,M,,Crescent City,CA,FALSE,attack,,FALSE
+Ricky Jerome Boyd,1/23/2018,shot,BB gun,24,M,B,Chatham County,GA,FALSE,attack,,TRUE
+Alvaro Herrera,1/23/2018,shot,pipe,18,M,H,League City,TX,FALSE,attack,Foot,FALSE
+Corey Mobley,1/23/2018,shot,unarmed,38,M,B,Bradenton,FL,TRUE,other,Car,FALSE
+Shane McVey,1/23/2018,shot,unknown weapon,54,M,W,Idaho Falls,ID,FALSE,other,Foot,FALSE
+Humberto Vera-Munoz,1/24/2018,shot,unknown weapon,27,M,H,Sparks,NV,FALSE,other,Foot,FALSE
+David Byron Kidney,1/24/2018,shot,gun,62,M,W,Union Township,MI,FALSE,attack,Not fleeing,FALSE
+William Charles Mackenzie,1/25/2018,shot,gun,66,M,W,Little Orleans,MD,FALSE,attack,Not fleeing,FALSE
+Ulises Valladares,1/25/2018,shot,unarmed,47,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Dustin Gonzales Castillo,1/25/2018,shot,knife,19,M,H,San Antonio,TX,FALSE,attack,Other,FALSE
+Steven Hutchins,1/25/2018,shot,toy weapon,27,M,W,Buford,GA,TRUE,attack,Not fleeing,FALSE
+Christopher Eric Giles,1/26/2018,shot,gun,23,M,W,Austin,TX,FALSE,attack,Car,FALSE
+Axell Vivas,1/26/2018,shot,gun,42,M,H,Las Vegas,NV,TRUE,other,,FALSE
+Nathaniel T. Edwards,1/26/2018,shot,,43,M,B,Rock Falls,IL,FALSE,attack,Car,FALSE
+Matthew Zimmerman,1/26/2018,shot,knife,42,M,W,Alton,IL,FALSE,attack,Not fleeing,FALSE
+William Pollard,1/27/2018,shot,knife,45,M,B,Walton,IN,TRUE,other,Not fleeing,FALSE
+Crystalline Barnes,1/27/2018,shot,,21,F,B,Jackson,MS,FALSE,attack,Car,FALSE
+Kirsten Kloppe,1/27/2018,shot,gun,43,F,W,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Anthony S. McDaniel,1/28/2018,shot,gun,45,M,W,London,KY,FALSE,attack,Not fleeing,FALSE
+Billy Lewis Rucker,1/28/2018,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Foot,TRUE
+Paul David Johnson,1/28/2018,shot,gun,38,M,W,Chamblee,GA,FALSE,attack,Foot,FALSE
+Gregory Kocian,1/28/2018,shot,gun,33,M,W,Conroe,TX,FALSE,attack,Car,FALSE
+TK TK,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Michael Hansford,1/29/2018,shot,knife,52,M,B,Bronx,NY,FALSE,other,Foot,TRUE
+Mark Renee Flores,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Ricky Leon Rusche,1/30/2018,shot,unarmed,40,M,W,Pink,OK,FALSE,other,Not fleeing,FALSE
+Gilbert Salas,1/31/2018,shot,knife,20,M,H,St. James,MN,FALSE,other,Foot,FALSE
+Adrian Valdez,1/31/2018,shot,knife,39,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+James M. Burks,2/1/2018,shot,unarmed,35,M,W,Waverly,OH,TRUE,attack,Foot,FALSE
+Albert E. Morton,2/1/2018,shot,,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Daniel O. El,2/1/2018,shot,gun,32,M,B,Peoria,IL,FALSE,attack,Foot,FALSE
+William Young,2/1/2018,shot,gun,56,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Anthony Joe Williams,2/1/2018,shot,gun,37,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Alexander W. Simpson,2/1/2018,shot,gun,32,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Brett Dontae Bush,2/1/2018,shot,knife,28,M,B,Clayton,GA,FALSE,other,Other,FALSE
+Taylor Schnortz,2/1/2018,shot,gun,26,M,W,Helena,MT,TRUE,other,,FALSE
+Billy Ray Riggs,2/1/2018,shot,vehicle,38,M,,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Charlie Shoupe,2/2/2018,shot,knife,27,M,W,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+TK TK,2/2/2018,shot,gun,,M,,Winters,TX,TRUE,attack,Not fleeing,FALSE
+Mitchell Kitchen,2/3/2018,shot,toy weapon,,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Alan Greenough,2/3/2018,shot,unarmed,43,M,W,Reading,MA,FALSE,other,Foot,FALSE
+Ernie Lizana,2/3/2018,shot,gun,49,M,W,Gulfport,MS,FALSE,attack,Foot,FALSE
+Anthony Jacob Weber,2/4/2018,shot,gun,16,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jason Richard Sienze,2/5/2018,shot,gun,35,M,W,Nice,CA,FALSE,other,Not fleeing,FALSE
+Manuel Zetina,2/5/2018,shot,gun,19,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+James Benny Hobbs,2/6/2018,shot,unarmed,59,M,W,St. Augustine,FL,FALSE,other,Not fleeing,FALSE
+Alex Duran,2/6/2018,shot,knife,29,M,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Paul Mono,2/6/2018,shot,gun,65,M,,Laguna Woods,CA,FALSE,attack,Not fleeing,FALSE
+Cesar Bautista,2/6/2018,shot,,37,M,H,Los Angeles,CA,FALSE,other,Car,FALSE
+Hugo Steven Selva,2/7/2018,shot and Tasered,,22,M,W,Lantana,FL,FALSE,attack,Car,FALSE
+Lloyd Harris,2/8/2018,shot,BB gun,40,M,W,Antioch,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Colon,2/8/2018,shot,knife,35,M,H,Grant-Valkaria,FL,TRUE,other,Not fleeing,FALSE
+Tierre Guthrie,2/9/2018,shot,gun,39,M,B,Locust Grove,GA,FALSE,attack,Not fleeing,FALSE
+David Darden,2/9/2018,shot,vehicle,36,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+John Hamilton,2/9/2018,shot,gun,78,M,W,Flagstaff,AZ,FALSE,other,Not fleeing,TRUE
+Steven Tyler Reed,2/10/2018,shot,toy weapon,25,M,W,Columbus,OH,FALSE,undetermined,Foot,FALSE
+Troy Jacques,2/10/2018,shot,gun,41,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Michael Weber,2/10/2018,shot,gun,63,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Sidney T. Richardson,2/10/2018,shot and Tasered,machete,48,M,B,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Benjamin Gregware,2/11/2018,shot,gun,42,M,W,Bolton,VT,TRUE,other,Not fleeing,FALSE
+Mark Daniels,2/11/2018,shot,gun,39,M,B,Pittsburgh,PA,FALSE,attack,Foot,FALSE
+TK TK,2/11/2018,shot,gun,,M,,Grant,OK,FALSE,attack,Not fleeing,FALSE
+Raymond Bishop,2/12/2018,shot,gun,84,M,W,Homestead,FL,TRUE,attack,Not fleeing,FALSE
+Ronnell Foster,2/13/2018,shot,unarmed,33,M,B,Vallejo,CA,FALSE,attack,Foot,FALSE
+Peter Le,2/13/2018,shot,gun and knife,52,M,A,Denver,CO,FALSE,other,Not fleeing,FALSE
+Dawn Elika Center,2/13/2018,shot,gun,48,F,W,Willits,CA,FALSE,other,Car,FALSE
+TK TK,2/14/2018,shot,gun,,M,,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Jimmy Terry,2/14/2018,shot,knife,30,M,B,Merrillville,IN,TRUE,attack,Not fleeing,FALSE
+Travis D. Tucker,2/14/2018,shot,gun,29,M,W,Kokomo,IN,FALSE,other,Not fleeing,FALSE
+Preston Ray Holloway,2/14/2018,shot,gun,27,M,W,Belton,MO,TRUE,attack,Other,FALSE
+Donald Fulton,2/14/2018,shot,gun,41,M,W,Mobile,AL,TRUE,attack,Not fleeing,FALSE
+Arthur Joseph Gonzales,2/15/2018,shot,gun,57,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Fordell Hill,2/15/2018,shot,gun,27,M,N,Montezuma Creek,UT,FALSE,attack,Car,FALSE
+Wesley Taylor,2/15/2018,shot,gun,58,M,W,Henderson,NC,FALSE,attack,Not fleeing,FALSE
+Tim Berger,2/16/2018,shot,unknown weapon,59,M,W,Cocoa Beach,FL,TRUE,undetermined,,FALSE
+Odrey Paul Reed,2/16/2018,shot,undetermined,39,M,W,Sissonville,WV,TRUE,undetermined,,FALSE
+Lamar Green,2/17/2018,shot,gun,28,M,B,Inwood,WV,FALSE,attack,Not fleeing,FALSE
+Ryan Batchelder,2/17/2018,shot,,28,M,W,Hernando,FL,FALSE,other,Not fleeing,FALSE
+Nathaniel Montoya,2/17/2018,shot,,23,M,H,Las Cruces,NM,FALSE,other,Car,FALSE
+Paul Stanley Strickland,2/17/2018,shot,gun,55,M,W,Catoosa,OK,TRUE,attack,Not fleeing,FALSE
+Ernest Manuel Montelongo,2/18/2018,shot,gun,33,M,H,Guadalupe County,TX,FALSE,attack,Car,FALSE
+Jason Seavers,2/19/2018,shot,gun,41,M,,Seattle,WA,FALSE,attack,Not fleeing,FALSE
+Thomas Vincent Alvarez,2/19/2018,shot,gun,23,M,H,Austin,TX,TRUE,attack,Other,FALSE
+Lawrence Shaw,2/19/2018,shot,knife,45,M,B,Denton,TX,FALSE,other,Foot,TRUE
+Glenn Tyndell,2/21/2018,shot,gun,37,M,B,Fort Washington,MD,FALSE,attack,Car,FALSE
+Lonnie Smith,2/21/2018,shot,gun,21,M,B,Montgomery,AL,FALSE,attack,Foot,FALSE
+Michael Andrew Schieffer,2/21/2018,shot,gun,27,M,W,Stutsman County,ND,FALSE,attack,Car,FALSE
+Edward Hallinan,2/21/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Lee Edward Bonner,2/21/2018,shot,gun,37,M,B,Jackson,MS,FALSE,attack,Foot,FALSE
+Darion Baker,2/21/2018,shot,unarmed,22,M,B,Stratford,TX,FALSE,other,Car,FALSE
+Joshua D. Babb,2/22/2018,shot,gun,26,M,B,Church Hill,TN,FALSE,other,,FALSE
+Jacob Uptain,2/22/2018,shot,gun,27,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Mario Dantoni Bass,2/23/2018,shot,unarmed,37,M,B,Woodbridge,VA,FALSE,other,Foot,FALSE
+Douglas Kemp,2/23/2018,shot,toy weapon,58,M,W,Evansville,IN,FALSE,other,Not fleeing,FALSE
+Randall Beymer,2/24/2018,shot,toy weapon,62,M,W,Monongalia,WV,FALSE,attack,Not fleeing,TRUE
+Haydon Taylor,2/25/2018,shot,knife,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Douglas Oneyear,2/25/2018,shot,sword,36,M,W,Casper,WY,FALSE,other,Foot,FALSE
+TK TK,2/25/2018,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Aaron Clifford Fike,2/26/2018,shot,gun,27,M,W,Crawford County,OH,FALSE,attack,Foot,FALSE
+Joshua Kinnard,2/26/2018,shot,gun,37,M,W,Gilbert,AZ,FALSE,attack,,FALSE
+Ethan Straub,2/26/2018,shot,gun,25,M,W,Wamego,KS,FALSE,attack,Not fleeing,FALSE
+William Watson,2/26/2018,shot,gun,40,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Orbel Nazarians,2/26/2018,shot and Tasered,machete,22,M,W,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Marlon Smith,2/27/2018,shot,gun,29,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Dustin James Case,2/27/2018,shot,gun,20,M,W,Chester,SC,FALSE,other,Car,TRUE
+Curtis Bradley Ware,2/27/2018,shot,gun,33,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Qawi A. Muhammad,2/28/2018,shot,gun,48,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ernesto Michel,2/28/2018,shot,unknown weapon,47,M,H,Alamosa,CO,FALSE,other,Not fleeing,FALSE
+Timothy M. Gray,3/1/2018,shot,machete,40,M,B,Henrico,VA,FALSE,other,Car,FALSE
+Joel Jacobo,3/1/2018,shot,unknown weapon,29,M,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jose D. Gomez Burgos,3/2/2018,shot,unknown weapon,29,M,H,Bristol Township,PA,FALSE,other,Not fleeing,FALSE
+Stephen Hudak,3/2/2018,shot,gun,44,M,W,Glendale,AZ,FALSE,attack,Foot,FALSE
+Christopher Race,3/2/2018,shot,knife,36,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/2/2018,shot,undetermined,31,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Erik Dunham,3/2/2018,shot,gun,48,M,W,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+James Vaughn,3/2/2018,shot,unknown weapon,49,M,B,Clarksville,TX,FALSE,attack,Not fleeing,TRUE
+Amanda Alvarez,3/3/2018,shot,piece of wood,38,F,H,Pima County,AZ,FALSE,other,Not fleeing,FALSE
+Michael McEntee,3/3/2018,shot,gun,70,M,,Johnson County,MO,FALSE,attack,Not fleeing,FALSE
+Marvin McMillian,3/3/2018,shot,gun,41,M,B,Gulfport,MS,FALSE,attack,Not fleeing,FALSE
+Angel Luis Ortiz,3/4/2018,shot,toy weapon,,M,H,Abington Township,PA,FALSE,other,Not fleeing,FALSE
+Brandon Kuhlman,3/5/2018,shot,gun,28,M,W,Sandpoint,ID,TRUE,attack,Not fleeing,FALSE
+David Willoughby,3/5/2018,shot,toy weapon,33,M,W,Carroll County,GA,FALSE,attack,Not fleeing,FALSE
+Ryan L. Smith,3/5/2018,shot,knife,44,M,W,Lakeland,FL,TRUE,other,Foot,FALSE
+Robert Lewis Yates,3/5/2018,shot,gun,65,M,W,Barnwell,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,3/5/2018,shot,gun,,M,,Kansas City,MO,FALSE,attack,,FALSE
+Steven Dalton,3/5/2018,shot,gun,35,M,W,Oil Springs,KY,TRUE,attack,Not fleeing,FALSE
+Andrew Rossi,3/5/2018,shot,knife,25,M,W,Farmington,NM,FALSE,other,Not fleeing,FALSE
+Michael Kline,3/6/2018,shot,gun,40,M,W,North Manchester,IN,FALSE,attack,Not fleeing,TRUE
+Michael Reynolds,3/6/2018,shot,gun,36,M,W,Terre Haute,IN,TRUE,attack,Not fleeing,FALSE
+Steven Peters,3/6/2018,shot,gun,55,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Jesus Delgado-Duarte,3/6/2018,shot,gun,19,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Louis Troy Risinger,3/6/2018,shot,gun,70,M,W,Shelbyville,TX,FALSE,other,Not fleeing,FALSE
+James E. Waters,3/6/2018,shot,gun,37,M,B,Clinton,MO,TRUE,attack,Not fleeing,FALSE
+Donald McFarlane,3/7/2018,shot,gun,53,M,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Amelia Huron-Macias,3/7/2018,shot,unarmed,84,F,W,Bexar County,TX,FALSE,other,Not fleeing,FALSE
+Victor Ancira,3/7/2018,shot and Tasered,pick-axe,46,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamil Harvey,3/8/2018,shot,gun,29,M,B,Spotsylvania,VA,FALSE,attack,Other,FALSE
+TK TK,3/8/2018,shot,toy weapon,,M,,Pottstown,PA,TRUE,other,Not fleeing,FALSE
+Dwight Heckman,3/8/2018,shot,gun,27,M,N,Pilot Station,AK,FALSE,attack,Foot,FALSE
+TK TK,3/8/2018,shot,undetermined,,M,,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Alkeeta Allena Walker,3/9/2018,shot,knife,32,F,W,Tarpon Springs,FL,FALSE,other,Not fleeing,FALSE
+David Gardea,3/9/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Hieu Than,3/9/2018,shot,knife,38,M,A,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Stacey Reynolds,3/10/2018,shot,gun,20,M,B,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Orion Godbout,3/10/2018,shot,gun,45,M,H,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Pawlik,3/11/2018,shot,gun,32,M,W,Oakland,CA,TRUE,attack,Not fleeing,FALSE
+Andy Lucero,3/11/2018,shot,gun,48,M,H,Fort Sumner,NM,FALSE,other,Foot,FALSE
+Juan Garcia Alvarez,3/11/2018,shot,gun,57,M,H,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Decynthia Clements,3/12/2018,shot,knife,34,F,B,Elgin,IL,TRUE,other,Car,TRUE
+Jaden Marsh,3/12/2018,shot,gun,16,M,W,Midland,MI,TRUE,attack,Foot,FALSE
+Kenneth Scott Townley,3/12/2018,shot,gun,47,M,W,Blackman Township,MI,FALSE,attack,Foot,FALSE
+Brisco Tim Woodell,3/12/2018,shot,gun,61,M,W,Lexington,NC,FALSE,attack,Not fleeing,FALSE
+Justin Lee Dietrich,3/12/2018,shot,,32,M,W,West Fargo,ND,FALSE,attack,Car,FALSE
+Corky Lee Oliver,3/12/2018,shot,gun,31,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Michael Ward,3/12/2018,shot and Tasered,baseball bat,46,M,B,Manhasset,NY,FALSE,attack,Not fleeing,FALSE
+Jontell Reedom,3/12/2018,shot and Tasered,baton,27,M,B,Tulare,CA,TRUE,attack,Foot,FALSE
+Bryan Liles,3/13/2018,shot,gun,31,M,W,Sandy,UT,FALSE,other,Not fleeing,FALSE
+Ryan Chapman,3/14/2018,shot,,26,M,W,Keizer,OR,FALSE,other,Foot,FALSE
+Shermichael Ezeff,3/14/2018,shot,unarmed,31,M,B,East Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+TK TK,3/14/2018,shot,unknown weapon,,M,,Parmelee,SD,FALSE,other,,FALSE
+Cameron Hall,3/15/2018,shot and Tasered,unarmed,27,M,B,Casa Grande,AZ,FALSE,attack,Not fleeing,FALSE
+James Alfonso Vaughn,3/16/2018,shot,gun,49,M,B,Clarksville,TN,FALSE,attack,Not fleeing,FALSE
+Mark Clinton Harrell,3/16/2018,shot,knife,26,M,W,Jonesborough,TN,TRUE,other,Foot,FALSE
+William Langfitt,3/16/2018,shot,knife,28,M,W,Elk Plain,WA,TRUE,other,Not fleeing,FALSE
+Bobby Lovin,3/16/2018,shot,ax,62,M,W,Burnsville,NC,FALSE,other,,FALSE
+TK TK,3/16/2018,shot,undetermined,34,M,,Harris County,TX,FALSE,attack,Not fleeing,FALSE
+Osbaldo Jimenez Ramirez,3/17/2018,shot,gun,50,M,H,Valley View,CA,FALSE,other,Car,FALSE
+TK TK,3/18/2018,shot,,,M,,Lancaster,TX,FALSE,attack,Car,FALSE
+Stephon Clark,3/18/2018,shot,unarmed,23,M,B,Sacramento,CA,FALSE,other,Foot,TRUE
+Manuel Borrego,3/18/2018,shot,knife,40,M,H,South El Monte,CA,FALSE,other,Foot,FALSE
+Quintin J. Horner,3/19/2018,shot,gun,50,M,N,Utica,KY,FALSE,attack,Other,FALSE
+Michael Lavelle Holliman,3/19/2018,shot,crossbow,50,M,W,Lone Rock,AR,FALSE,other,Not fleeing,FALSE
+Steven Nguyen,3/19/2018,shot,unarmed,27,M,A,Denver,CO,FALSE,other,Car,FALSE
+Jermaine Massey,3/19/2018,shot and Tasered,knife,35,M,B,Greenville,SC,FALSE,other,Not fleeing,TRUE
+Joel Pflum,3/20/2018,shot,gun,32,M,W,Scott County,KY,FALSE,attack,Not fleeing,FALSE
+Kent Earl Pittman,3/20/2018,shot,gun,56,M,W,Timberlake,NC,TRUE,attack,Not fleeing,FALSE
+Chance Christopher Haegele,3/20/2018,shot,gun,20,M,W,Winter Haven,FL,TRUE,attack,Not fleeing,FALSE
+Scott Mielentz,3/20/2018,shot,gun,56,M,W,Princeton,NJ,FALSE,other,Not fleeing,FALSE
+Duane Preciado,3/21/2018,shot,gun,39,M,N,Owasso,OK,TRUE,attack,Not fleeing,TRUE
+Mark Allen Lunn,3/21/2018,shot,knife,47,M,W,Mannford,OK,TRUE,other,Not fleeing,FALSE
+Jason M. Raffaeli,3/21/2018,shot,gun,25,M,W,Amelia Island,FL,TRUE,attack,Not fleeing,FALSE
+Jehad Eid,3/21/2018,shot,gun,21,M,A,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Angel Uolla,3/21/2018,shot,knife,18,M,H,Littlefield,TX,FALSE,attack,Foot,FALSE
+Santiago Calderon,3/22/2018,shot,gun,36,M,H,Aurora,IL,FALSE,attack,Foot,FALSE
+Danny Thomas,3/22/2018,shot,unarmed,35,M,B,Greenspoint,TX,TRUE,attack,Not fleeing,FALSE
+Michael Leroy McGinnis,3/23/2018,shot,gun,29,M,W,Abilene,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Young,3/23/2018,shot,unarmed,32,M,,Bogalusa,LA,FALSE,attack,Not fleeing,FALSE
+Steven Cortez,3/23/2018,shot,gun,20,M,H,Childress,TX,FALSE,attack,Foot,FALSE
+Linus F. Phillip,3/23/2018,shot,,30,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kevin Hall,3/23/2018,shot,unknown weapon,40,M,W,Genesee Township,MI,FALSE,other,Car,FALSE
+Robert Vega,3/23/2018,shot,incendiary device,48,M,H,Douglas,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/23/2018,shot,unknown weapon,,M,,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+Kevin Robles,3/23/2018,shot and Tasered,knife,23,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Nikolai Yakunin,3/24/2018,shot,unarmed,42,M,W,Nikolaevsk,AK,FALSE,attack,Not fleeing,FALSE
+Zander M. Clark,3/24/2018,shot,knife,20,M,N,Anchorage,AK,FALSE,other,Foot,FALSE
+Kaitlin Marie Demeo,3/24/2018,shot,gun,25,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Hugo Alvarez,3/25/2018,shot,gun,28,M,H,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Nathan C. Castle,3/26/2018,shot,gun,34,M,W,Wise County,VA,FALSE,other,Car,FALSE
+Juan Carlos Romero,3/27/2018,shot,gun,41,M,H,Sanford,NC,FALSE,attack,Not fleeing,TRUE
+Isaac Michael Scroggie,3/27/2018,shot,unarmed,24,M,W,Midway,FL,TRUE,attack,Other,TRUE
+Evan Bashir,3/27/2018,shot,unknown weapon,29,M,W,Nampa,ID,FALSE,undetermined,Not fleeing,FALSE
+Holly Knighton,3/27/2018,shot,vehicle,33,F,W,Montgomery,AL,FALSE,attack,Car,FALSE
+Jose Aaron Gonzalez,3/27/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+William John Dominguez,3/28/2018,shot,gun and knife,31,M,W,Stillwater,OK,TRUE,other,Not fleeing,FALSE
+Aaron Ibrahem,3/28/2018,shot,gun,26,M,W,Lower Macungie Township,PA,FALSE,attack,Foot,FALSE
+Jesse Kilgus,3/28/2018,shot,gun,51,M,W,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Gerald Richard Johns,3/28/2018,shot,,64,M,W,Sylacauga,AL,FALSE,attack,Car,FALSE
+Robert B. Shaw,3/28/2018,shot,gun,29,M,W,Swansea,SC,TRUE,other,Car,FALSE
+George Pappas,3/28/2018,shot,knife,61,M,W,Surprise,AZ,FALSE,other,Not fleeing,FALSE
+Marco Antonio Saavedra,3/29/2018,shot,gun,44,M,H,Pasadena,TX,TRUE,attack,Other,TRUE
+Rodney Toler,3/29/2018,shot,gun,39,M,B,Charleston,WV,TRUE,attack,Car,FALSE
+James Decoursey,3/29/2018,shot,gun,35,M,W,Clarksville,TN,FALSE,other,Other,FALSE
+Christopher Gatewood,3/29/2018,shot and Tasered,knife,39,M,W,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Edward Van McCrae,3/30/2018,shot,gun,60,M,B,Winston-Salem,NC,FALSE,other,Not fleeing,FALSE
+Timothy Breckenridge,3/30/2018,shot,toy weapon,42,M,W,Atwater,CA,FALSE,other,Not fleeing,FALSE
+Jason Birt,3/31/2018,shot,machete,27,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Nicolas Sedano,3/31/2018,shot,,21,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Cresencio Rodriguez,4/1/2018,shot,gun,33,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Bobby Hinton,4/1/2018,shot,gun,60,M,B,New Llano,LA,FALSE,attack,Not fleeing,FALSE
+Joseph Walden Johnson,4/1/2018,shot,gun,24,M,W,Goodbee,LA,FALSE,attack,Car,FALSE
+Timothy Wyatt,4/1/2018,shot,gun,41,M,B,Tampa,FL,FALSE,attack,Car,FALSE
+Brian Bellamy,4/1/2018,shot,knife,41,M,B,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Christopher Hall,4/1/2018,shot,gun,34,M,B,Jackson,MI,TRUE,attack,Not fleeing,FALSE
+Luis Yair Alvarez,4/1/2018,shot,knife,23,M,H,Brownsville,TX,TRUE,other,Not fleeing,FALSE
+Donald McCarter,4/1/2018,shot,knife,38,M,W,Belton,MO,FALSE,other,,FALSE
+John Wussler,4/1/2018,shot,gun,58,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Jeffrey Louis Parker,4/3/2018,shot,gun,49,M,W,Huntsville,AL,TRUE,undetermined,Not fleeing,TRUE
+Deshawn Antonio Carswell,4/4/2018,shot,knife,27,M,B,Okmulgee,OK,TRUE,other,Not fleeing,FALSE
+Adan Rene Marrero,4/4/2018,shot,gun,34,M,H,Corpus Christi,TX,FALSE,other,Foot,FALSE
+Saheed Vassell,4/4/2018,shot,metal pipe,34,M,B,New York,NY,TRUE,attack,Not fleeing,FALSE
+Grady Parks,4/4/2018,shot,gun,70,M,,Molena,GA,FALSE,attack,Not fleeing,FALSE
+Alexis Stinson,4/4/2018,shot,gun,44,F,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kelvin Baldwin,4/4/2018,shot,gun,30,M,W,Mesa,AZ,FALSE,attack,Foot,FALSE
+Robert Litolff,4/5/2018,shot,gun,81,M,W,Greece,NY,FALSE,attack,Not fleeing,FALSE
+William Frazier,4/5/2018,shot,gun,40,M,W,Volant,PA,FALSE,attack,Not fleeing,FALSE
+Terrance Eppenger,4/5/2018,shot,knife,27,M,B,South Bend,IN,FALSE,other,Not fleeing,FALSE
+Diante Yarber,4/5/2018,shot,vehicle,26,M,B,Barstow,CA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Prasad,4/5/2018,shot,gun,18,M,A,Fremont,CA,FALSE,attack,Foot,FALSE
+Raymond Lyle Bell,4/5/2018,shot,gun,59,M,W,Reynoldsville,WV,FALSE,other,Foot,TRUE
+Rafael Ramirez,4/5/2018,shot,knife,56,M,H,South Bend,IN,TRUE,other,Not fleeing,FALSE
+Junior Davis Lopez,4/5/2018,shot,gun,22,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Jonathan Erick Alexander,4/6/2018,shot,gun,26,M,,Marysville,CA,FALSE,attack,Car,FALSE
+Antonio Aquino,4/6/2018,shot,gun,34,M,A,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Yielding,4/6/2018,shot,knife,23,M,W,Searcy County,AR,FALSE,attack,Foot,FALSE
+Mitchell Nelson,4/6/2018,shot,gun,36,M,W,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+John A. Elifritz,4/7/2018,shot,knife,48,M,W,Portland,OR,TRUE,other,Other,FALSE
+Larry Siordia,4/7/2018,shot,gun,33,M,W,Oroville,CA,FALSE,attack,Not fleeing,FALSE
+Carlos Roman Urias,4/8/2018,shot,toy weapon,24,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Juan Markee Jones,4/8/2018,shot,unarmed,25,M,B,Danville,VA,FALSE,other,Other,TRUE
+Elijah James Smith,4/8/2018,shot,screwdriver,20,M,B,West Valley City,UT,FALSE,other,Foot,TRUE
+Russell Bowman,4/8/2018,shot,screwdriver,45,M,W,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Daniel Joseph Carver,4/9/2018,shot,gun,29,M,W,Reseda,CA,FALSE,other,Foot,TRUE
+James Matthew Rogers,4/9/2018,shot,gun,34,M,W,Oaks,OK,FALSE,other,Not fleeing,TRUE
+Robert George Issa,4/9/2018,shot and Tasered,knife,23,M,W,Troy,MI,FALSE,attack,Not fleeing,FALSE
+Zachary Glen Hoven,4/9/2018,shot and Tasered,knife,29,M,W,Billings,MT,FALSE,attack,Not fleeing,TRUE
+Shawn Michael Hubbard,4/10/2018,shot,toy weapon,44,M,W,Billings,MT,FALSE,other,Not fleeing,FALSE
+Mark Powell,4/10/2018,shot,gun,39,M,,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Grechario Mack,4/10/2018,shot,knife,30,M,B,Baldwin Hills,CA,TRUE,other,Foot,FALSE
+Antonino Thomas Gordon,4/10/2018,shot,,28,M,W,Royal Oak,MI,FALSE,other,Car,FALSE
+Betty Lemoine,4/11/2018,shot,gun,71,F,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kenneth Ross,4/11/2018,shot,gun,25,M,B,Gardena,CA,FALSE,attack,Not fleeing,FALSE
+Keith Alan Kent,4/11/2018,shot,gun,61,M,W,Pembroke,NY,TRUE,attack,Not fleeing,TRUE
+Chad Eric Montgomery,4/11/2018,shot,machete,39,M,W,Sparta,NC,FALSE,other,Not fleeing,TRUE
+Kendall Lemoine,4/11/2018,shot,gun,50,M,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Dashaun Shepard,4/12/2018,shot,gun,,M,B,Atlanta,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin Evans,4/12/2018,shot,gun,23,M,W,Lake Elmo,MN,TRUE,undetermined,Not fleeing,FALSE
+Rumondale Jones,4/12/2018,shot,knife,39,M,B,Helena-West Helena,AR,FALSE,attack,Not fleeing,FALSE
+Steven Brooks,4/12/2018,shot,gun,45,M,B,Washington,PA,FALSE,attack,Other,FALSE
+TK TK,4/12/2018,shot,glass shard,,M,,Trinidad,CO,FALSE,other,Not fleeing,FALSE
+Kenneth Warren Resendez,4/13/2018,shot,knife,34,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Bruce Arnold Allee,4/13/2018,shot,gun,31,M,W,Thornton,CO,FALSE,other,Car,FALSE
+Jose Pietri,4/14/2018,shot,gun,55,M,H,Millville,NJ,FALSE,other,Car,FALSE
+Andre Lavance Rippy,4/14/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Other,FALSE
+Jessie Thedford,4/14/2018,shot,vehicle,32,M,W,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Eduardo Andrade,4/14/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Petrica Peter Muntean,4/14/2018,shot,toy weapon,24,M,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Ruben Stewart,4/15/2018,shot,knife,36,M,N,Lodge Grass,MT,FALSE,other,Not fleeing,FALSE
+Lonnie Marcel Bowen,4/17/2018,shot,screwdriver,41,M,B,Magna,UT,TRUE,attack,Car,FALSE
+Sanchez Lowe,4/17/2018,shot,,25,M,B,Austell,GA,FALSE,attack,Car,FALSE
+Justin Monjay,4/17/2018,shot,vehicle,39,M,W,Tishomingo,OK,FALSE,attack,Car,FALSE
+Charles Whitley,4/17/2018,shot,,40,M,W,Cumberland County,KY,FALSE,attack,Car,FALSE
+Justin Oakes,4/18/2018,shot,knife,32,M,W,Douglasville,GA,FALSE,attack,Not fleeing,TRUE
+William Ray Simcoe,4/18/2018,shot,gun,45,M,W,Greene County,MO,FALSE,attack,Foot,FALSE
+Dytadious Mobley,4/18/2018,shot,gun,31,M,B,Fort Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+Delorean Pikyavit,4/18/2018,shot,knife,32,M,N,Sugar House,UT,TRUE,other,Not fleeing,FALSE
+David Teneyuque,4/18/2018,shot,gun,48,M,B,Pavilion Township,MI,FALSE,attack,Not fleeing,FALSE
+Lockwood Adrian Gibson,4/20/2018,shot,vehicle,49,M,W,Foresthill,CA,TRUE,other,Car,FALSE
+James Bauduy,4/20/2018,shot,unarmed,48,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Matthew G. Brown,4/20/2018,shot,gun,18,M,W,Mackinaw,IL,FALSE,attack,Not fleeing,FALSE
+Timothy Wayne Anderson,4/21/2018,shot,knife,48,M,W,Boone,IA,FALSE,other,,FALSE
+Terrence Carlton,4/21/2018,shot,gun,25,M,B,Memphis,TN,FALSE,other,Foot,FALSE
+Matthew Hartman,4/22/2018,shot,gun,27,M,W,West Olive,MI,FALSE,attack,Not fleeing,FALSE
+Miguel Escalona Vivas,4/22/2018,shot,gun,37,M,H,Louisville,KY,FALSE,attack,Foot,FALSE
+Jesse Pena,4/24/2018,shot,gun,44,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Demonjhea Jordan,4/24/2018,shot,gun,27,M,B,Louisville,KY,FALSE,attack,,TRUE
+TK TK,4/24/2018,shot,gun,,M,,Harmony,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,4/24/2018,shot,gun,,M,,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Jese Paul Schlegel,4/25/2018,shot,gun,41,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Isaac Jackson,4/25/2018,shot,knife,42,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Boeh,4/25/2018,shot,gun,36,M,W,Denver,CO,FALSE,other,Car,FALSE
+James D. Warren,4/25/2018,shot,gun,89,M,,Grand Canyon Caverns,AZ,TRUE,attack,Not fleeing,FALSE
+Carlos Deone High,4/25/2018,shot,gun,37,M,B,Grand Prairie,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Lamar Carter,4/26/2018,shot,knife,22,M,,Vernon,TX,FALSE,attack,Car,FALSE
+Myra Lisa Micalizio,4/26/2018,shot,,56,F,W,Palermo,CA,FALSE,attack,Car,TRUE
+Brian Scott Tietze,4/26/2018,shot,gun,35,M,,Shelby Township,MI,TRUE,attack,Not fleeing,FALSE
+Shukri Ali Said,4/28/2018,shot,knife,36,F,A,Johns Creek,GA,TRUE,other,Not fleeing,FALSE
+David Navarro,4/28/2018,shot,gun,46,M,W,Northglenn,CO,FALSE,other,Not fleeing,FALSE
+Nolberto Hernandez Leon,4/28/2018,shot,gun,26,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Joseph L. Hoffman,4/28/2018,shot,gun,41,M,W,Casselberry,FL,FALSE,attack,Not fleeing,FALSE
+Brandon Busher,4/29/2018,shot,unarmed,38,M,W,Shreveport,LA,FALSE,attack,Foot,FALSE
+TK TK,4/29/2018,shot,unknown weapon,42,M,W,Redlands,CA,FALSE,other,Not fleeing,FALSE
+Michael Scott Knibbs,4/29/2018,shot,gun,47,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Joshua Lee Ewing,4/29/2018,shot,gun,26,M,W,Moorland,IA,FALSE,attack,Not fleeing,FALSE
+Abadi Gebregziber,4/30/2018,shot,knife,64,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Vigil Wolford,4/30/2018,shot and Tasered,knife,59,M,,Columbus,OH,FALSE,undetermined,,FALSE
+TK TK,5/1/2018,shot,gun,,M,,San Antonio,TX,FALSE,attack,Car,FALSE
+TK TK,5/1/2018,shot,gun,,M,,Quartzsite,AZ,FALSE,attack,Other,FALSE
+Roger Fortner,5/1/2018,shot,samurai sword,49,M,W,League City,TX,FALSE,other,Not fleeing,FALSE
+Jason Wayne Traversie,5/2/2018,shot,ax,44,M,W,Box Elder,SD,FALSE,other,,FALSE
+Billy Carson Pike,5/2/2018,shot,gun,48,M,W,Liberty,NC,FALSE,attack,Not fleeing,FALSE
+Manuel G. Palacio,5/2/2018,shot,gun,27,M,H,Kansas City,KS,FALSE,other,,FALSE
+Timothy Raye Mayfield,5/2/2018,shot,gun,67,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Damion Collier,5/2/2018,shot,gun,24,M,B,Columbus,GA,FALSE,attack,Car,FALSE
+Anthony Trujillo,5/3/2018,shot,machete,26,M,H,Orosi,CA,TRUE,attack,Not fleeing,FALSE
+Sean Louis Justin,5/3/2018,shot,knife,28,M,W,Sandia,TX,FALSE,attack,Not fleeing,FALSE
+Christopher A. Wolfe,5/4/2018,shot,gun,21,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+John Corneil,5/4/2018,shot,toy weapon,54,M,,Oakfield,ME,FALSE,other,Not fleeing,FALSE
+Mitchell Simmons,5/5/2018,shot,gun,24,M,W,Kettering,OH,FALSE,attack,Not fleeing,FALSE
+Stephen Charles Arthur,5/5/2018,shot,gun,51,M,,Scottsdale,AZ,FALSE,attack,Foot,FALSE
+Matthew Mathison,5/5/2018,shot,gun,59,M,,Bexar County,TX,TRUE,attack,Foot,FALSE
+Savannah Hill,5/5/2018,shot,vehicle,21,F,W,Aurora,MO,FALSE,attack,Car,FALSE
+Dwight Dearth,5/6/2018,shot,gun,73,M,W,Fairview,OH,TRUE,attack,Not fleeing,FALSE
+Franklin Robert Vaughn,5/6/2018,shot,gun,39,M,W,Prague,OK,FALSE,attack,Car,FALSE
+Terence Leslie,5/6/2018,shot,Taser,32,M,B,East Point,GA,FALSE,attack,Car,FALSE
+David P. Wolosin,5/6/2018,shot,gun,38,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Juan Alberto Silva,5/7/2018,shot,,32,M,H,Orlando,FL,FALSE,attack,Car,FALSE
+Albert Odom,5/7/2018,shot,gun,26,M,W,Tulsa,OK,FALSE,other,Not fleeing,TRUE
+Kimberly McCann,5/7/2018,shot,gun,55,F,W,Floyd County,GA,FALSE,attack,Car,FALSE
+David J. Robinson,5/7/2018,shot,gun,50,M,W,Appleton,WI,TRUE,other,Not fleeing,TRUE
+Lisa Rivera,5/7/2018,shot,gun,49,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Peter Boden,5/7/2018,shot,gun,48,M,W,Hackett,AR,FALSE,attack,Not fleeing,FALSE
+John Simson,5/8/2018,shot,gun,65,M,W,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Charles Hutchison,5/8/2018,shot,knife,37,M,,Tucson,AZ,FALSE,other,Foot,FALSE
+Phillip Cameron Gibson,5/8/2018,shot,toy weapon,37,M,W,Glade Spring,VA,FALSE,other,Other,FALSE
+Thomas Junior Garcia,5/8/2018,shot,knife,45,M,H,Greeley,CO,FALSE,other,Foot,FALSE
+Elliott Reed,5/9/2018,shot,gun,33,M,B,Jackson,MS,FALSE,attack,Not fleeing,FALSE
+Kenneth Carter,5/10/2018,shot,vehicle,46,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Michael E. Hutchman,5/10/2018,shot,gun,33,M,W,Lower Burrell,PA,FALSE,other,Not fleeing,FALSE
+TK TK,5/11/2018,shot,gun,,M,,York,WI,FALSE,attack,Car,FALSE
+Kelly G. Abbott,5/11/2018,shot,gun,51,M,,Clark County,WI,FALSE,attack,Car,FALSE
+Benjamin Lee Sellers,5/11/2018,shot,knife,33,M,W,Haughton,LA,FALSE,other,Not fleeing,FALSE
+Barry Freeman,5/11/2018,shot,gun,51,M,W,Evansville,IN,FALSE,attack,Foot,FALSE
+Bradley Daniel Webster,5/11/2018,shot,gun,52,M,W,Talihina,OK,FALSE,attack,Not fleeing,FALSE
+Jacob T. Eldridge,5/11/2018,shot,knife,24,M,N,Blackfoot,ID,FALSE,attack,Not fleeing,FALSE
+Darrell J. Bruffy,5/12/2018,shot,gun,55,M,W,Columbus,OH,FALSE,attack,Car,FALSE
+Willie Rogers Marable,5/13/2018,shot,unknown weapon,28,M,B,Portsmouth,VA,FALSE,other,Not fleeing,FALSE
+Philip Steven McMichael,5/13/2018,shot,gun,36,M,W,Amite,LA,FALSE,attack,Not fleeing,FALSE
+James Brian Kay,5/13/2018,shot,gun,54,M,,Carnesville,GA,FALSE,attack,Not fleeing,FALSE
+James Collins,5/13/2018,shot,gun,38,M,,Dearborn Heights,MI,FALSE,other,Not fleeing,FALSE
+Anthony Trice,5/14/2018,shot,gun,24,M,B,Clinton,MD,FALSE,attack,Not fleeing,FALSE
+Cody Reynolds,5/14/2018,shot,unarmed,20,M,W,Royal Oak,MI,FALSE,attack,Not fleeing,FALSE
+William N. Derick,5/14/2018,shot,gun,54,M,W,Wales,ME,FALSE,attack,Not fleeing,FALSE
+Rollie J. Davis,5/14/2018,shot,gun,53,M,W,Quincy,IL,FALSE,other,Not fleeing,FALSE
+Bob Browning Cruz,5/14/2018,shot,gun,36,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Marcus-David L. Peters,5/14/2018,shot and Tasered,unarmed,24,M,B,Richmond,VA,FALSE,attack,Car,TRUE
+David M. Romansky,5/15/2018,shot,gun,34,M,W,Lake Mary,FL,FALSE,other,Car,FALSE
+Kevin Nickle,5/16/2018,shot,knife,59,M,W,Martins Ferry,OH,FALSE,other,Not fleeing,FALSE
+Daniel Timothy Johnson,5/17/2018,shot,gun,34,M,W,Norman,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/18/2018,shot,gun,,M,,Plymouth Township,MI,TRUE,attack,Foot,FALSE
+Reynaldo Pena,5/18/2018,shot,unknown weapon,29,M,H,Laredo,TX,FALSE,other,,FALSE
+Dmitri Bullard,5/18/2018,shot,hatchet,24,M,W,Gresham,OR,FALSE,other,Car,FALSE
+Jimmy Alan Moss,5/19/2018,shot,,77,M,W,Sunridge,NV,FALSE,attack,,FALSE
+Corey Cordova,5/19/2018,shot,gun,30,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Santiago Evans-Valencia,5/19/2018,shot,gun,36,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Bradley J. Grant,5/20/2018,shot,gun,36,M,W,Baxter,KY,FALSE,other,Foot,FALSE
+Ray Wyatt,5/21/2018,shot,gun,58,M,W,Joshua Tree,CA,TRUE,attack,Foot,FALSE
+Ronald Clinton,5/21/2018,shot,,47,M,B,West Memphis,AR,FALSE,attack,Car,FALSE
+Martin Sandejo,5/22/2018,shot,knife,49,M,H,Mathis,TX,FALSE,other,Not fleeing,FALSE
+Makell Meyerin,5/23/2018,shot,gun,31,F,W,Gurnee,IL,FALSE,attack,Foot,FALSE
+Joshua M. Gomoll,5/23/2018,shot,knife,25,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Claudia Patricia Gomez Gonzalez,5/23/2018,shot,unarmed,,F,H,Rio Bravo,TX,FALSE,attack,Not fleeing,FALSE
+Dustin D. Odom,5/24/2018,shot,unarmed,30,M,W,Citra,FL,FALSE,attack,Foot,TRUE
+Brett Luengo,5/24/2018,shot,unarmed,33,M,W,Cleveland,OH,TRUE,attack,Not fleeing,FALSE
+Augustine Oliva,5/25/2018,shot,vehicle,29,M,W,Dumas,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/25/2018,shot,knife,,M,,Mountain Home,ID,FALSE,other,Car,FALSE
+Dustin Montano,5/25/2018,shot,knife,31,M,W,Fort Morgan,CO,TRUE,other,Not fleeing,FALSE
+Homer Woodroe Tyler,5/26/2018,shot,gun,51,M,W,Silsbee,TX,FALSE,other,Not fleeing,FALSE
+Raul Rivera,5/27/2018,shot,knife,42,M,H,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Eugene Baylis,5/27/2018,shot,gun,67,M,W,Grand Junction,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2018,shot,knife,,M,,Everton,MO,TRUE,other,Not fleeing,FALSE
+Michael Glad,5/28/2018,shot,gun,23,M,W,West Jordan,UT,FALSE,attack,Car,FALSE
+Rabi Brown,5/29/2018,shot,gun,34,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Armando Osuna,5/29/2018,shot,metal pipe,51,M,H,Riverbank,CA,FALSE,attack,Not fleeing,FALSE
+Zane Anthony James,5/29/2018,shot,toy weapon,19,M,W,Cottonwood Heights,UT,FALSE,other,Foot,FALSE
+Bryan Rodriguez,5/30/2018,shot,pick-axe,29,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Juvan Simon,5/30/2018,shot,gun,23,M,B,Florida City,FL,FALSE,undetermined,Not fleeing,FALSE
+Katherine Brazeau,5/31/2018,shot,knife,46,F,W,Fullerton,CA,TRUE,other,Not fleeing,FALSE
+Jerick Rasheem Gray,5/31/2018,shot,knife,42,M,B,Thomasville,NC,FALSE,attack,Car,FALSE
+Andres Estrada,6/1/2018,shot,unarmed,21,M,H,Dundee,FL,FALSE,attack,Not fleeing,FALSE
+Renie Cablay,6/1/2018,shot,knife,55,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,6/1/2018,shot,knife,,M,W,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Gus Tousis,6/2/2018,shot,,43,M,B,Chicago,IL,FALSE,attack,Car,FALSE
+Julio Eduardo Hernandez Mata,6/3/2018,shot,unarmed,32,M,H,Chickasha,OK,FALSE,other,Car,FALSE
+TK TK,6/3/2018,shot,ax,,M,,Mecca,CA,FALSE,other,Not fleeing,FALSE
+Rudy Molina,6/3/2018,shot,gun,34,M,H,Jurupa Valley,CA,FALSE,attack,Car,FALSE
+Joshua S. Stanford,6/4/2018,shot,gun,40,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+Abel Guzman,6/5/2018,shot,gun,55,M,H,Pearland,TX,TRUE,attack,Not fleeing,FALSE
+Joshua Nash Bryant,6/5/2018,shot,gun,20,M,W,Wilmington,NC,TRUE,other,Not fleeing,FALSE
+Maurice Granton,6/6/2018,shot,gun,24,M,B,Chicago,IL,FALSE,other,,FALSE
+Alan Goyano,6/6/2018,shot,glass shard,43,M,H,Merrick,NY,FALSE,other,,FALSE
+Roger Dale Sims,6/6/2018,shot,gun,56,M,W,LaGrange,GA,TRUE,attack,Not fleeing,FALSE
+Brian Puskas,6/6/2018,shot,gun,47,M,W,Delaware,OH,TRUE,other,Not fleeing,FALSE
+Wes Allen,6/7/2018,shot,gun,33,M,W,Albuquerque,NM,FALSE,attack,Car,FALSE
+Leslie Yolanda Salazar,6/7/2018,shot,knife,20,F,W,Austin,TX,FALSE,other,,TRUE
+Raymon Truitt,6/7/2018,shot,gun,28,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Douglas Conner,6/7/2018,shot,gun,50,M,W,Benton City,WA,FALSE,other,Not fleeing,FALSE
+Michael Renfroe,6/8/2018,shot,unarmed,36,M,W,Madison County,MS,FALSE,undetermined,Not fleeing,FALSE
+Todd Gregory,6/8/2018,shot,gun,47,M,W,Hardwick,NJ,TRUE,attack,Car,FALSE
+LaShanda Anderson,6/9/2018,shot,,36,F,B,Deptford,NJ,FALSE,other,Car,FALSE
+Timothy Owen,6/9/2018,shot,gun,49,M,W,Temple,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Vieweg,6/10/2018,shot,unknown weapon,34,M,W,Westminister,CO,FALSE,other,Foot,FALSE
+Robert Lawrence White,6/11/2018,shot,unarmed,41,M,B,Silver Spring,MD,TRUE,attack,Not fleeing,TRUE
+Nicolas Moncada,6/11/2018,shot,knife,29,M,H,Whittier,CA,FALSE,other,Car,FALSE
+DeNathe M. Guilliford,6/12/2018,shot,gun,34,M,B,Danville,IL,FALSE,attack,Car,FALSE
+Alexandre J. Aldrich,6/12/2018,shot,unarmed,34,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Marqueese Alston,6/12/2018,shot,gun,22,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Chavius Hollis,6/12/2018,shot,gun,26,M,B,Monroe,GA,TRUE,attack,,FALSE
+Stephen Cogelia,6/12/2018,shot,knife,32,M,W,Hardwick,NJ,FALSE,other,Not fleeing,FALSE
+TK TK,6/13/2018,shot,gun,,M,,Denver,CO,FALSE,attack,Foot,FALSE
+David Arthur,6/13/2018,shot,gun,44,M,W,Pike County,OH,FALSE,attack,Not fleeing,FALSE
+Dillan Shane Ezell,6/13/2018,shot,toy weapon,21,M,W,Eustis,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,6/14/2018,shot,gun,,F,,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Joseph Villanueva,6/14/2018,shot,gun,29,M,H,Hall County,GA,FALSE,attack,Foot,FALSE
+Terrence White,6/14/2018,shot,gun and car,18,M,B,Las Vegas,NV,FALSE,attack,Car,FALSE
+Timothy Mosley,6/14/2018,shot,gun,33,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Ashley Dean Fulkerson,6/14/2018,shot,sword,28,F,W,Kansas City,MO,FALSE,undetermined,Not fleeing,FALSE
+Robert A. White,6/14/2018,shot,gun,,M,W,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Marcelo Castellano,6/14/2018,shot,gun,40,M,H,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+David L. Hicks,6/15/2018,shot,unarmed,40,M,W,Nokomis,IL,FALSE,other,Foot,FALSE
+Michael D. Fletcher,6/16/2018,shot,toy weapon,53,M,,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dwayne Clyburn,6/16/2018,shot,knife,37,M,B,Warwick,NY,FALSE,other,Not fleeing,FALSE
+Richard Rivera,6/16/2018,shot,unarmed,47,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+TK TK,6/16/2018,shot,knife,30,M,,Van Nuys,CA,TRUE,attack,Not fleeing,FALSE
+Ronald Barney,6/16/2018,shot,gun,48,M,,Phoenix,AZ,FALSE,attack,Car,FALSE
+Tahaji Wells,6/17/2018,shot,gun,33,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+Abe Martinez,6/17/2018,shot,gun,44,M,H,South Salt Lake,UT,FALSE,other,Not fleeing,FALSE
+Charles Spillers,6/19/2018,shot,gun,65,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+Jonathan Buckley,6/19/2018,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Antwon Rose,6/19/2018,shot,unarmed,17,M,B,Pittsburgh,PA,FALSE,undetermined,Foot,FALSE
+Robert Roybal,6/19/2018,shot,knife,55,M,W,Tucumcari,NM,FALSE,attack,Not fleeing,FALSE
+Anthony Marcell Green,6/20/2018,shot,unarmed,33,M,B,Kingsland,GA,FALSE,attack,Foot,TRUE
+Jonathan Legg,6/20/2018,shot,gun,29,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+Jesse Wade Powell,6/20/2018,shot,metal pole,44,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+Logan Williamson,6/22/2018,shot,knife,37,M,W,Fairfield,OH,FALSE,attack,Not fleeing,FALSE
+Timothy Deal,6/22/2018,shot,knife,32,M,B,Atlantic City,NJ,FALSE,attack,Not fleeing,TRUE
+Thomas Albun Beall,6/22/2018,shot,knife,31,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/22/2018,shot,toy weapon,,M,,Inglewood,CA,TRUE,attack,Not fleeing,FALSE
+Schuyler Lake,6/22/2018,shot,knife,20,M,W,Albany,NY,TRUE,attack,Not fleeing,FALSE
+Thurman Blevins,6/23/2018,shot,gun,30,M,B,Minneapolis,MN,FALSE,attack,Foot,TRUE
+Detandel Pickens Devon,6/23/2018,shot,knife,25,M,B,Monroe,LA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/23/2018,shot,gun,,M,,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Eric Sweet,6/23/2018,shot,gun,47,M,W,Coos Bay,OR,FALSE,attack,Not fleeing,FALSE
+Robert L. Barton,6/23/2018,shot,gun and knife,48,M,W,Meridian,ID,FALSE,other,Not fleeing,FALSE
+Andrew Payne,6/23/2018,shot,gun,38,M,,Centennial,CO,FALSE,attack,Car,FALSE
+Steven Allan Kaluahinui Hyer Jr.,6/23/2018,shot,bow and arrow,32,M,O,North Shore,HI,TRUE,attack,Not fleeing,FALSE
+Luis Argueta,6/25/2018,shot,unknown weapon,18,M,H,Galveston,TX,FALSE,undetermined,,FALSE
+Bobby Blade,6/25/2018,shot,gun,29,M,W,Garland,TX,FALSE,attack,Car,FALSE
+William Shawn Mann,6/25/2018,shot,gun,30,M,W,Grenada,MS,FALSE,other,Car,FALSE
+James Sorrentino,6/25/2018,shot,gun,36,M,,Prompton,PA,TRUE,attack,Not fleeing,FALSE
+Joey Bronson,6/27/2018,shot,gun,39,M,W,Aurora,CO,FALSE,attack,Foot,FALSE
+Anthony Sanchez,6/29/2018,shot,gun,36,M,H,Aurora,CO,FALSE,attack,Car,TRUE
+Joshua Cartwright,6/29/2018,shot,gun,36,M,W,Russellville,AR,FALSE,attack,Not fleeing,FALSE
+James Palmquist,6/29/2018,shot,gun,54,M,W,Dade City,FL,TRUE,attack,Not fleeing,FALSE
+Rodney Lee Hunter,6/29/2018,shot,unknown weapon,27,M,B,Pomona,CA,FALSE,undetermined,Car,FALSE
+Jason Washington,6/29/2018,shot,gun,45,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Chukwumankpam Mbegbu,6/29/2018,shot,gun,19,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Garry Glenn Lawrence,6/29/2018,shot,ax,36,M,W,North Pole,AK,FALSE,other,,FALSE
+Randy Thomas Groom,6/29/2018,shot,knife,33,M,W,Lawrenceburg,TN,FALSE,other,Foot,FALSE
+Steve Ballard,6/29/2018,shot,gun,56,M,W,Waterford Township,MI,TRUE,attack,Car,FALSE
+TK TK,7/1/2018,shot,metal object,,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Daniel Norris,7/1/2018,shot,gun,33,M,W,Boise,ID,FALSE,attack,Foot,FALSE
+Larry San Nicolas,7/1/2018,shot,sword,60,M,A,Grandview,MO,FALSE,other,Not fleeing,FALSE
+Joshua B. Reed,7/1/2018,shot,knife,26,M,W,Panora,IA,FALSE,other,Not fleeing,FALSE
+Frank Dripps,7/3/2018,shot,gun,52,M,W,South Elgin,IL,FALSE,attack,Not fleeing,FALSE
+Lemuel Bunn,7/3/2018,shot,knife,40,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Terrell Eason,7/3/2018,shot,gun,33,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Millard Clark,7/3/2018,shot and Tasered,knife,41,M,W,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Ryan Force,7/4/2018,shot,gun,35,M,,Spalding County,GA,TRUE,attack,Not fleeing,TRUE
+Emmanuel Bitsuie,7/4/2018,shot,knife,32,M,N,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Abraham Noe Flores,7/4/2018,shot,gun,34,M,H,Red Bluff,CA,TRUE,attack,Not fleeing,FALSE
+Daniel A. Fuller,7/5/2018,shot,unarmed,26,M,W,Devil's Lake,ND,FALSE,attack,Foot,TRUE
+Raad Fakhri Salman,7/5/2018,shot,knife,62,M,A,Louisville,KY,FALSE,other,Not fleeing,FALSE
+Sylvia Marie Bejarano,7/5/2018,shot,gun,33,F,H,Tempe,AZ,FALSE,attack,Other,FALSE
+Tracy A. Richards,7/5/2018,shot,gun,55,M,W,Eustis,FL,TRUE,other,Not fleeing,FALSE
+John James Corrigan,7/5/2018,shot,toy weapon,38,M,W,Calaveras County,CA,TRUE,attack,Not fleeing,FALSE
+Charles Webb,7/6/2018,shot,gun,43,M,B,Overland Park,KS,FALSE,attack,Not fleeing,FALSE
+Eric Hash,7/6/2018,shot,incendiary device,38,M,A,Copper Center,AK,FALSE,other,,TRUE
+Kelly Kenneth Sutton,7/7/2018,shot,unarmed,27,M,W,Amity,OR,FALSE,attack,Foot,FALSE
+Harold Kraai,7/7/2018,shot,knife,52,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2018,shot,unknown weapon,,M,,Adams County,CO,FALSE,attack,Other,FALSE
+Rashaun Washington,7/7/2018,shot,unarmed,37,M,B,Vineland,NJ,FALSE,undetermined,,FALSE
+TK TK,7/8/2018,shot,gun,,M,,Westminster,CA,FALSE,other,Other,FALSE
+Craig Yelton,7/8/2018,shot,gun,34,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+John Francis Murphy,7/8/2018,shot,gun,41,M,W,Grand Forks,ND,TRUE,other,Not fleeing,FALSE
+Shaun Gates,7/10/2018,shot,knife,40,M,W,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Leonardo Cano,7/10/2018,shot,gun,53,M,H,Miami,FL,FALSE,attack,Car,FALSE
+William T. McCollum,7/10/2018,shot,gun,21,M,W,Casper,WY,TRUE,other,Car,FALSE
+TK TK,7/11/2018,shot,knife,,F,,Willis,TX,FALSE,other,Not fleeing,FALSE
+Salome Ramirez,7/11/2018,shot,toy weapon,34,M,H,Los Banos,CA,FALSE,other,Not fleeing,FALSE
+Fidel Miranda,7/11/2018,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Juan Luna,7/13/2018,shot,gun,25,M,H,Dilley,TX,FALSE,attack,Not fleeing,TRUE
+Archer Amorosi,7/13/2018,shot and Tasered,knife,16,M,W,Chanhassen,MN,TRUE,attack,Not fleeing,TRUE
+Harith Augustus,7/14/2018,shot,gun,37,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Jethro Benjamin,7/14/2018,shot,gun,68,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Marlin Mack,7/15/2018,shot,gun,25,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Isaac Chapa,7/15/2018,shot,gun,34,M,W,Alvin,TX,TRUE,attack,Not fleeing,FALSE
+Jonathan Molina,7/15/2018,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Hayes,7/17/2018,shot,unknown weapon,25,M,W,Altoona,IA,FALSE,other,Car,FALSE
+Rolando Brizuela,7/17/2018,shot,gun,57,M,H,Sparks,NV,FALSE,other,,FALSE
+Juan Manuel Correa-Leyva,7/17/2018,shot,gun,27,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Kerry Edwin Townsend,7/17/2018,shot,gun,51,M,W,Lenoir,NC,FALSE,attack,Not fleeing,FALSE
+Arthur Lujan,7/18/2018,shot,gun,30,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Wesley Shelton,7/18/2018,shot,gun,33,M,W,Fletcher,NC,FALSE,attack,Not fleeing,FALSE
+Mickey Coy,7/18/2018,shot,gun,,M,W,Pattison,TX,FALSE,attack,Not fleeing,FALSE
+Luis Cruz,7/19/2018,shot,gun,19,M,H,Peoria,IL,FALSE,other,Foot,FALSE
+Carmen Pizarro,7/19/2018,shot,gun,22,M,H,Pico Rivera,CA,FALSE,other,Other,FALSE
+Ruben Maya,7/20/2018,shot,toy weapon,37,M,H,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Javier Lopez,7/20/2018,shot,gun,19,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Justin Waiki,7/20/2018,shot,gun,33,M,O,Puna,HI,FALSE,attack,Car,FALSE
+Anthony Coleman,7/20/2018,shot,gun,38,M,W,Lady Lake,FL,FALSE,attack,Not fleeing,FALSE
+Arthur Levario,7/20/2018,shot,gun,45,M,H,Riverside,CA,FALSE,attack,Car,FALSE
+Vincent James Ewer,7/21/2018,shot,gun and car,39,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Anthony C. Lopez,7/21/2018,shot,vehicle,21,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dale Slocum,7/21/2018,shot,knife,56,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Melyda Marciela Corado,7/21/2018,shot,unarmed,27,F,H,Los Angeles,CA,FALSE,other,Foot,TRUE
+Eliuth Penaloza Nava,7/21/2018,shot,toy weapon,50,M,H,Anaheim,CA,TRUE,other,Foot,FALSE
+Logan Simpson,7/22/2018,shot,vehicle,16,M,W,Bixby,OK,FALSE,attack,Car,FALSE
+William Bacorn,7/22/2018,shot,gun,18,M,W,Hanover,CO,FALSE,attack,Not fleeing,FALSE
+Juan Garcia,7/22/2018,shot,unknown weapon,38,M,H,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Juan Ramon Ramos,7/22/2018,shot,box cutter,32,M,H,Highland,CA,FALSE,attack,Foot,FALSE
+Rosalio Hernandez Ortega,7/23/2018,shot,machete,33,M,H,Burlington,NC,TRUE,other,Not fleeing,FALSE
+Paul Meade,7/23/2018,shot,gun,71,M,W,Bristol,VA,TRUE,attack,Not fleeing,FALSE
+John Carlos Natera-Perez,7/23/2018,shot,knife,30,M,H,Silver Spring,MD,TRUE,other,Not fleeing,FALSE
+Donna Lynn Allen,7/24/2018,shot,vehicle,39,F,W,Soddy-Daisy,TN,FALSE,attack,Car,FALSE
+Devaughdre Delsha Rogers,7/24/2018,shot,gun,19,M,B,Starke,FL,FALSE,other,Car,FALSE
+Cashus Dean Case,7/24/2018,shot,gun,44,M,W,Seaside,OR,FALSE,other,Not fleeing,TRUE
+Richard R. Bahr,7/25/2018,shot,vehicle,54,M,W,Spokane,WA,FALSE,attack,Car,FALSE
+DMario Perkins,7/25/2018,shot,gun,29,M,B,Memphis,TN,TRUE,attack,Not fleeing,TRUE
+Jose Luis Rodriguez,7/25/2018,shot,gun,,M,H,Amarillo,TX,FALSE,other,Not fleeing,FALSE
+Brent C. Bowdon,7/25/2018,shot,unarmed,56,M,W,Lake Havasu,AZ,TRUE,other,Not fleeing,TRUE
+Michael Heatherly,7/25/2018,shot,gun,64,M,W,LaFollette,TN,TRUE,attack,Not fleeing,FALSE
+Daniel Hambrick,7/26/2018,shot,gun,25,M,B,Nashville,TN,FALSE,other,Foot,TRUE
+William Earnest Brooks,7/26/2018,shot,gun,43,M,,Walton County,GA,FALSE,attack,Foot,FALSE
+Jesus Hernandez Murillo,7/26/2018,shot,gun,18,M,H,Kent Station,WA,FALSE,other,Not fleeing,FALSE
+Kenneth Edwin Martell,7/26/2018,shot,gun,36,M,W,Lakemoor,IL,FALSE,other,Not fleeing,FALSE
+Sergio Acosta,7/26/2018,shot,toy weapon,24,M,H,Redondo Beach,CA,FALSE,undetermined,Not fleeing,FALSE
+Iman Joseph Buford,7/26/2018,shot,gun,30,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Gavalynn Mahuka,7/26/2018,shot,gun,53,M,A,Nanakuli,HI,TRUE,attack,Not fleeing,FALSE
+Cynthia Fields,7/27/2018,shot,unarmed,60,F,B,Savannah,GA,FALSE,other,,FALSE
+Richard Mendoza,7/27/2018,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,TRUE
+Lamar C. Richardson,7/28/2018,shot,gun,25,M,B,Toledo,OH,FALSE,other,Foot,TRUE
+Joseph Santos,7/28/2018,shot,unarmed,44,M,H,South Whitehall Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Michael Neal,7/28/2018,shot,undetermined,32,M,W,Pineville,LA,FALSE,undetermined,Car,FALSE
+Arthur Kenzie Garner,7/28/2018,shot,gun,33,M,W,Aberdeen,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/29/2018,shot,vehicle,,M,,Adams County,CO,FALSE,attack,Car,FALSE
+Richard Gary Black,7/30/2018,shot,gun,,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+James Edward Blackmon,7/31/2018,shot,gun,35,M,B,Mississippi County,AR,FALSE,attack,Foot,FALSE
+Skyler Martin,7/31/2018,shot,gun,23,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+David Edward Hall,8/1/2018,shot,gun,27,M,B,Oxon Hill,MD,FALSE,other,Foot,FALSE
+David Judge,8/1/2018,shot,gun,53,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Joey Mendoza,8/1/2018,shot,gun,35,M,H,Hereford,TX,FALSE,attack,Not fleeing,FALSE
+Tramaine Marquese Poole,8/1/2018,shot,gun,41,M,B,Sussex County,VA,FALSE,attack,Car,FALSE
+Michael Gonzalez,8/2/2018,shot,vehicle,57,M,,Westminster,CO,FALSE,attack,Car,FALSE
+Landon Christopher Wooten,8/2/2018,shot,toy weapon,18,M,W,Apopka,FL,FALSE,attack,Not fleeing,FALSE
+Danny Lee,8/3/2018,shot,gun,34,M,B,Pine Bluff,AR,FALSE,attack,Not fleeing,FALSE
+Johnny Kelley,8/3/2018,shot,gun,49,M,W,Trumann,AR,TRUE,attack,Not fleeing,FALSE
+Josh Martin,8/3/2018,shot,gun,31,M,W,Deer Park,WA,TRUE,attack,Not fleeing,FALSE
+Emmanuel Alquisiras,8/3/2018,shot,Taser,29,M,H,Seville,FL,TRUE,other,Not fleeing,TRUE
+Eric Benjamen Richards,8/4/2018,shot,gun,33,M,W,Liberty,MO,TRUE,attack,Not fleeing,FALSE
+John Randolph,8/4/2018,shot,gun,38,M,W,Delray Beach,FL,TRUE,other,Not fleeing,FALSE
+"William ""Billy"" James Hughes",8/5/2018,shot,gun,43,M,N,St. Paul,MN,FALSE,other,Not fleeing,TRUE
+Kevin Rhinehart,8/5/2018,shot,gun,58,M,,Hesperia,CA,FALSE,other,Not fleeing,FALSE
+James Bishop,8/5/2018,shot,baseball bat,29,M,W,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Johnny Fisher,8/5/2018,shot,gun,68,M,W,Van Buren,AR,FALSE,attack,Not fleeing,FALSE
+Spurgeon Daniels,8/6/2018,shot,knife,62,M,B,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Levester Taylor,8/6/2018,shot,metal pipe,39,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Ricardo Giddings,8/6/2018,shot,gun,59,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Daniel Boyer,8/7/2018,shot,gun,24,M,W,Monroe County,IN,FALSE,attack,Not fleeing,TRUE
+Daniel Valdez,8/7/2018,shot,gun,70,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Pedro Lucero,8/7/2018,shot,gun,42,M,H,Salt River Reservation,AZ,FALSE,other,Other,FALSE
+Michael Ducote,8/7/2018,shot,vehicle,26,M,W,Shreveport,LA,FALSE,other,Car,FALSE
+Joseph Robbins,8/8/2018,shot,vehicle,24,M,W,Carthage,TN,FALSE,attack,Not fleeing,FALSE
+Vaughn Denham,8/8/2018,shot,chain,48,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/8/2018,shot,knife,,M,,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Stephen L. Caldwell,8/8/2018,shot,knife,54,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Charles Meadows,8/9/2018,shot,gun,48,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Shaun Jeffery Christy,8/9/2018,shot,gun,37,M,W,Durham,NC,TRUE,attack,Not fleeing,TRUE
+Gregory Campfield,8/9/2018,shot,gun,40,M,B,Landover,MD,FALSE,other,Foot,FALSE
+Montae Shackleford,8/9/2018,shot,gun,28,M,B,Columbus,OH,FALSE,attack,Foot,FALSE
+Jackey Sampson,8/10/2018,shot,gun,43,M,W,Denham Springs,LA,FALSE,attack,,FALSE
+TK TK,8/11/2018,shot,gun,49,M,,Akron,OH,TRUE,attack,Foot,FALSE
+Adam Knowlton,8/12/2018,shot,knife,35,M,W,Hawkins,WI,TRUE,undetermined,Not fleeing,FALSE
+Anthony Daniel Vargas,8/12/2018,shot,gun,21,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Anthony Makai Hutchinson,8/12/2018,shot,gun,40,M,B,Waynesboro,VA,FALSE,attack,Car,FALSE
+Christopher Anthony Stone,8/13/2018,shot,gun,32,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Mario Hobson,8/13/2018,shot,gun,48,M,B,Milwaukee,WI,TRUE,other,Not fleeing,TRUE
+Mark Harvey,8/13/2018,shot,gun,32,M,,Richton Park,IL,FALSE,attack,Foot,TRUE
+Chris Cameron,8/13/2018,shot,gun,31,M,W,Creston,IA,TRUE,other,Not fleeing,FALSE
+TK TK,8/14/2018,shot,gun and knife,,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+"Charlie ""Lee"" Hodges",8/16/2018,shot,gun,58,M,W,Olustee,FL,FALSE,attack,Not fleeing,FALSE
+Adrian Herron,8/16/2018,shot,knife,30,M,B,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Aquantis Givens,8/17/2018,shot and Tasered,gun,21,M,B,Austin,TX,FALSE,attack,,FALSE
+Spencer Mendez,8/18/2018,shot,gun,15,M,H,Ceres,CA,FALSE,other,Other,TRUE
+Michael Harrison,8/18/2018,shot,knife,30,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Andres Arteaga,8/18/2018,shot and Tasered,gun,28,M,H,Phoenix,AZ,FALSE,other,Foot,FALSE
+Christopher Alexander Okamoto,8/19/2018,shot,toy weapon,21,M,B,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Bryan C. Bayne,8/19/2018,shot,gun,42,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Jeremiah Perdue,8/19/2018,shot,gun,33,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Charles Marcotte,8/19/2018,shot,gun,,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Jeffrey Dennis,8/20/2018,shot,vehicle,36,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Douglas Heath,8/20/2018,shot,gun,38,M,W,Gonic,NH,FALSE,attack,Not fleeing,FALSE
+Virginia Romero,8/23/2018,shot,vehicle,34,F,H,Los Lunas,NM,FALSE,other,Not fleeing,FALSE
+Donna Castleberry,8/23/2018,shot,sharp object,23,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Jeffery Paul Fabio,8/24/2018,shot,crossbow,44,M,W,Enoree,SC,TRUE,attack,Not fleeing,FALSE
+James Clay,8/24/2018,shot,toy weapon,20,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,TRUE
+Felipe Perez Casas,8/24/2018,shot,knife,41,M,H,Bakersfield,CA,FALSE,other,,FALSE
+Taylor K.E. Tincher,8/25/2018,shot,gun,18,M,W,Montgomery County,VA,TRUE,other,Not fleeing,FALSE
+Logan Montgomery,8/25/2018,shot,gun,29,M,W,Manchester Township,PA,FALSE,attack,Not fleeing,FALSE
+Jennifer Sharp,8/25/2018,shot,gun,37,F,W,Alamosa,CO,FALSE,attack,Car,FALSE
+Stephanie B. Owens,8/26/2018,shot,gun,41,F,W,Blacksburg,SC,TRUE,attack,Not fleeing,FALSE
+Fabian Ortiz Adame,8/27/2018,shot,gun and vehicle,25,M,W,Phoenix,AZ,FALSE,attack,Car,FALSE
+Bryce Schenkenberg,8/27/2018,shot,gun,20,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Eric Jay Hames,8/27/2018,shot,knife,34,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Sebastian Siney Chamale,8/28/2018,shot,unknown weapon,37,M,H,Tarboro,NC,FALSE,other,Not fleeing,FALSE
+Tyler Hodge,8/28/2018,shot,gun,18,M,W,Redlands,CA,TRUE,attack,Not fleeing,FALSE
+Randall McKenzie,8/29/2018,shot,gun,72,M,W,Washington Court House,OH,FALSE,other,Not fleeing,FALSE
+Jalon Johnson,8/29/2018,shot,vehicle,17,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Jessica Cribbs,8/30/2018,shot,gun,45,F,W,Beverly Hills,FL,FALSE,attack,Not fleeing,FALSE
+Vanessa Marquez,8/30/2018,shot,toy weapon,49,F,H,Pasadena,CA,TRUE,other,Not fleeing,TRUE
+Dennis Ray Blalock,8/31/2018,shot,gun,64,M,W,Floral City,FL,TRUE,attack,Not fleeing,FALSE
+Chase Sullivan,8/31/2018,shot,knife,36,M,W,Fairview,TN,TRUE,other,Not fleeing,FALSE
+Paul Askins,8/31/2018,shot,gun,61,M,W,Sedalia,CO,FALSE,attack,Not fleeing,TRUE
+Oshae Terry,9/1/2018,shot,vehicle,24,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+"Fernand ""Fred"" Lete",9/3/2018,shot,gun,70,M,H,Bernalillo,NM,FALSE,other,,FALSE
+Steve L. Anderson,9/3/2018,shot,knife,40,M,W,Cheney,WA,TRUE,other,Not fleeing,FALSE
+Aaron Demonta Fleming,9/3/2018,shot,gun,21,M,B,Covington,GA,FALSE,attack,Foot,FALSE
+Timmy Henley,9/4/2018,shot,knife,27,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+James Leatherwood,9/5/2018,shot,unarmed,23,M,B,Hollywood,FL,FALSE,undetermined,Not fleeing,FALSE
+Mitchell Owen Buel,9/5/2018,shot,undetermined,33,M,W,Morris,AL,FALSE,undetermined,Car,FALSE
+Christopher Sage,9/5/2018,shot,gun,45,M,W,Jonesville,NC,FALSE,attack,Not fleeing,FALSE
+Darell Richards,9/6/2018,shot,toy weapon,19,M,B,Sacramento,CA,FALSE,attack,Foot,FALSE
+DaShawn Cole,9/7/2018,shot,gun,28,M,B,Pawtucket,RI,FALSE,attack,,FALSE
+Elman Jerald Roberts,9/8/2018,shot,gun,63,M,W,Citronelle,AL,FALSE,attack,Not fleeing,FALSE
+Brandon Joyner,9/9/2018,shot,gun,,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Adam Jensen,9/9/2018,shot,knife,43,M,,Stanwood,WA,FALSE,other,Not fleeing,FALSE
+Dereshia Blackwell,9/9/2018,shot and Tasered,gun and knife,39,F,B,Missouri City,TX,FALSE,other,Not fleeing,FALSE
+Joel R. Andrade,9/10/2018,shot,gun and knife,53,M,,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Edward Reynolds,9/11/2018,shot,gun,57,M,W,Georgetown,KY,FALSE,attack,,FALSE
+Rafael Rivera,9/12/2018,shot,gun,32,M,H,Buffalo,NY,FALSE,attack,Not fleeing,TRUE
+Thomas Watkins,9/12/2018,shot,gun,38,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Ryan Yamasaki,9/13/2018,shot,box cutter,36,M,,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Detric Driver,9/14/2018,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,TRUE
+Garrett Finley Mitchell,9/14/2018,shot,gun,31,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+David Huffines,9/14/2018,shot,gun,40,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Christopher Lee Leonard,9/15/2018,shot,gun,31,M,W,Ankeny,IA,FALSE,attack,Not fleeing,TRUE
+Stephen Dove,9/15/2018,shot,knife,50,M,W,Jacksonville,AR,FALSE,attack,Not fleeing,TRUE
+Ricardo Avenia,9/16/2018,shot,gun,29,M,H,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Christopher Adam Borland,9/16/2018,shot,gun,40,M,,Walla Walla,WA,TRUE,other,Not fleeing,FALSE
+Bruce Smith,9/16/2018,shot,unknown weapon,25,M,W,Manitowoc,WI,FALSE,other,Not fleeing,FALSE
+Jerry Foster,9/16/2018,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Jose Alvarez,9/17/2018,shot,gun,23,M,H,Temple Hills,MD,FALSE,other,Foot,FALSE
+Susan Muller,9/17/2018,shot,knife,54,F,W,Maspeth,NY,TRUE,attack,Not fleeing,TRUE
+Damon Christopher Gayheart,9/17/2018,shot,vehicle,44,M,W,Christian County,KY,FALSE,attack,Car,FALSE
+Michael James Murphy,9/18/2018,shot,gun,43,M,W,Virginia Beach,VA,FALSE,attack,Foot,FALSE
+Jeffrey Sims,9/18/2018,shot,knife,37,M,W,Marysville,WA,TRUE,attack,Not fleeing,FALSE
+Freddie Joe Whitmore,9/20/2018,shot,gun,55,M,W,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Alexander Carballido,9/20/2018,shot,gun,40,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Joshua Works,9/22/2018,shot,gun,26,M,W,Henderson,NV,FALSE,attack,Foot,TRUE
+Nathaniel Sassafras,9/23/2018,shot,gun,29,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Ronald W. Leach,9/24/2018,shot,box cutter,29,M,W,Williamsburg,KY,FALSE,attack,Not fleeing,FALSE
+Phillip Serrano,9/24/2018,shot,vehicle,44,M,,Stead,NV,TRUE,other,Not fleeing,TRUE
+Ivan Pena,9/24/2018,shot,gun,42,M,H,East Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Michael Stout,9/24/2018,shot,gun,20,M,W,Peoria,AZ,FALSE,attack,Not fleeing,FALSE
+Dravious Burch,9/25/2018,shot,gun,34,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Jaime Lopez,9/25/2018,shot,knife,41,M,H,Stanfordville,NY,FALSE,other,Not fleeing,FALSE
+Paul Braswell,9/26/2018,shot,vehicle,29,M,B,Newark,NJ,FALSE,attack,Car,FALSE
+Joey Leon Nelson,9/27/2018,shot,gun and knife,19,M,W,Enid,OK,FALSE,attack,Car,FALSE
+Juan Angel Pinedo,9/27/2018,shot,gun,32,M,H,Las Cruces,NM,FALSE,other,Foot,FALSE
+Coltin Brennan Leblanc,9/27/2018,shot,vehicle,23,M,W,Hammond,LA,FALSE,other,Not fleeing,TRUE
+Datwan Keyo Lewis,9/27/2018,shot,gun,41,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Michael Perez,9/27/2018,shot and Tasered,knife,37,M,H,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Joseph Dawson,9/28/2018,shot,gun,24,M,W,Johns Island,SC,FALSE,attack,Not fleeing,FALSE
+Justin Snelson,9/29/2018,shot,undetermined,54,M,W,Okmulgee,OK,FALSE,undetermined,Car,FALSE
+Thomas Howard Luedtke,9/29/2018,shot,crossbow,58,M,W,Nampa,ID,TRUE,attack,,FALSE
+Walter Welch,9/29/2018,shot,gun,40,M,W,Epping,NH,FALSE,undetermined,Not fleeing,FALSE
+Patrick K. Kimmons,9/30/2018,shot,gun,27,M,B,Portland,OR,FALSE,attack,,FALSE
+Brian Lee Rogers,9/30/2018,shot,ax,40,M,W,Greenback,TN,TRUE,other,Not fleeing,FALSE
+Keagan Johnson,10/1/2018,shot,knife,23,M,W,Hastings,MN,FALSE,attack,Foot,TRUE
+Brian Baker,10/1/2018,shot,unarmed,33,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+"James ""Cody"" Martin",10/2/2018,shot,gun,26,M,W,Mableton,GA,TRUE,attack,Not fleeing,FALSE
+LaJuana Philips,10/2/2018,shot,vehicle,36,F,B,Victorville,CA,FALSE,attack,Not fleeing,FALSE
+Toby Bailey,10/3/2018,shot,gun,38,M,B,Bartlett,TN,TRUE,attack,Not fleeing,FALSE
+Arthur Harbison,10/4/2018,shot,knife,25,M,W,Greenville,MS,FALSE,attack,,FALSE
+William Cox,10/4/2018,shot,gun,45,M,,Scarbo,WV,FALSE,attack,Not fleeing,FALSE
+TK TK,10/5/2018,shot,gun,,M,,Hayti,MO,FALSE,attack,Not fleeing,FALSE
+Sershawn Martez Dillon,10/5/2018,shot,gun,31,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Phillip Samuel Moskios,10/5/2018,shot,gun,48,M,W,Klamath Falls,OR,FALSE,attack,Foot,FALSE
+Venson Kee Yazzie,10/5/2018,shot,knife,43,M,N,Chinle,AZ,FALSE,other,Not fleeing,FALSE
+Tison Dinney,10/7/2018,shot,machete,51,M,,Honolulu,HI,TRUE,attack,Not fleeing,TRUE
+Nicholas Salisbury,10/7/2018,shot,toy weapon,36,M,W,Auburn,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Hodges,10/7/2018,shot,gun,39,M,W,Lawtey,FL,TRUE,attack,Not fleeing,FALSE
+Aaron Joseph Chavez,10/8/2018,shot,knife,22,M,H,Clovis,NM,FALSE,other,Foot,FALSE
+Alexander G. Lindahl,10/8/2018,shot,vehicle,24,M,W,Okarche,OK,FALSE,attack,Car,FALSE
+Isaiah Ramirez,10/8/2018,shot,vehicle,36,M,W,Oak Ridge,TN,FALSE,attack,Car,FALSE
+Travis N. Craven,10/8/2018,shot,gun,25,M,W,Larimer County,CO,FALSE,other,Car,FALSE
+Samuel E. Rice,10/10/2018,shot,knife,30,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+Richard Palafox,10/10/2018,shot,gun,76,M,W,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Terrell Blake,10/10/2018,shot,gun,39,M,B,Rochester,NY,FALSE,attack,Car,FALSE
+Michael Johnson,10/10/2018,shot,knife,26,M,,Thousand Oaks,CA,TRUE,other,Not fleeing,TRUE
+Leslie Shayne Miller,10/10/2018,shot,gun,49,F,W,Sullivan,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Ryan Busse,10/10/2018,shot,gun,21,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Alonzo L. Smith,10/10/2018,shot,gun,31,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+TK TK,10/11/2018,shot,gun,,M,,Huntington Beach,CA,FALSE,other,Car,FALSE
+Diamonte Riviore,10/11/2018,shot,knife,22,M,B,West Jordan,UT,FALSE,other,,FALSE
+Matthew Chambers,10/12/2018,shot,gun,34,M,,Cobb County,GA,FALSE,attack,,FALSE
+Samuel Morris,10/12/2018,shot,knife,27,M,B,Fort Smith,AR,FALSE,other,Not fleeing,FALSE
+Ashley Elisna Grammer,10/12/2018,shot,vehicle,26,F,O,Puna,HI,FALSE,attack,Not fleeing,FALSE
+Kay Kenniker,10/12/2018,shot,gun,84,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob E. Albrethsen,10/12/2018,shot and Tasered,knife,17,M,W,Orem,OR,FALSE,other,Not fleeing,FALSE
+Umberto Sanchez Ramoz,10/14/2018,shot,knife,17,M,H,Woodville,CA,TRUE,attack,Not fleeing,FALSE
+Gregory Allen Tilly,10/14/2018,shot,gun,55,M,,Alamogordo,NM,FALSE,other,Not fleeing,FALSE
+Eric Jamar Lupain Stromer,10/14/2018,shot,gun,22,M,B,Jeffersonville,OH,FALSE,attack,Not fleeing,FALSE
+James Christopher Manus,10/14/2018,shot,gun,41,M,W,Hall County,GA,FALSE,attack,Not fleeing,FALSE
+Hustes Davila,10/15/2018,shot,gun,58,M,H,Hilltop,OH,FALSE,attack,,FALSE
+Donald Judd,10/16/2018,shot,vehicle,45,M,,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Weston Willow Well Cole,10/17/2018,shot,gun,29,M,W,Longview,WA,FALSE,attack,Foot,FALSE
+Keyshon Parham,10/17/2018,shot,gun,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Charles Roundtree,10/17/2018,shot,unarmed,18,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,10/17/2018,shot,knife,,M,,Quinlan,TX,FALSE,other,Not fleeing,FALSE
+James Lyle Kuehn,10/17/2018,shot and Tasered,knife,61,M,W,Kearns,UT,FALSE,other,,FALSE
+Bailey Greek,10/18/2018,shot,gun,18,M,W,Arvada,CO,FALSE,attack,Other,FALSE
+Andrey Tkachenko,10/18/2018,shot,gun,23,M,W,Salt Lake City,UT,FALSE,other,Car,FALSE
+Sean Dutcher,10/18/2018,shot,vehicle,38,M,W,Elkhorn,WI,FALSE,attack,Car,FALSE
+Jacob Servais,10/18/2018,shot,unarmed,19,M,B,Vineland,NJ,FALSE,other,Not fleeing,FALSE
+Mahlon Edward Summerour,10/18/2018,shot,toy weapon,63,M,B,Monroe,GA,TRUE,attack,Not fleeing,FALSE
+"Neico Crooks, Jr",10/19/2018,shot,vehicle,21,M,B,Miami,FL,FALSE,attack,Car,FALSE
+Christopher Calabro,10/19/2018,shot,knife,25,M,W,Brockton,MA,TRUE,other,Not fleeing,FALSE
+Edward Paul Zumski,10/20/2018,shot,gun,35,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Robert Smith,10/20/2018,shot,gun,50,M,W,Spanaway,WA,FALSE,other,Not fleeing,FALSE
+Kimberly Norris,10/20/2018,shot,gun,34,F,W,Darlington County,SC,FALSE,attack,Not fleeing,TRUE
+Cedric Pritchard,10/21/2018,shot,gun,,M,B,Washington,NC,FALSE,other,Not fleeing,TRUE
+TK TK,10/21/2018,shot,undetermined,,M,,Quincy,FL,FALSE,undetermined,Car,FALSE
+Jason Whittle,10/22/2018,shot,knife,26,M,W,Riverton,UT,FALSE,attack,Not fleeing,FALSE
+William David Williamson,10/22/2018,shot,unknown weapon,61,M,W,Newport,TN,FALSE,attack,Not fleeing,FALSE
+Tafahree Maynard,10/22/2018,shot and Tasered,lawn mower blade,18,M,B,Snellville,GA,FALSE,other,Not fleeing,FALSE
+Shaunday Mullins,10/23/2018,shot,gun,37,M,N,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Robert Mitchell,10/23/2018,shot,undetermined,27,M,W,Davenport,IA,FALSE,undetermined,Car,FALSE
+Nickolas Michael Peters,10/23/2018,shot,unarmed,24,M,W,Alderwood Manor,WA,FALSE,attack,Car,FALSE
+Salvador Morales,10/23/2018,shot,gun,37,M,H,Pittsburg,CA,FALSE,attack,Car,TRUE
+TK TK,10/24/2018,shot,gun and knife,45,M,,Detroit,MI,FALSE,other,Not fleeing,TRUE
+Armond Beckwith-Bell,10/25/2018,shot,vehicle and gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Lloyd Gerald Napouk,10/27/2018,shot,unknown weapon,44,M,A,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Christopher Carroll,10/27/2018,shot,gun,30,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Albert Ramon Dorsey,10/29/2018,shot,Taser,30,M,B,Hollywood,CA,FALSE,other,Not fleeing,TRUE
+Billy Jo Johnson,10/29/2018,shot,gun,34,M,W,South Lake Tahoe,CA,FALSE,attack,Car,FALSE
+Arnaldo Caraveo,10/29/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Derrick Alexander Sellman,10/29/2018,shot,vehicle,28,M,B,Parkville,MD,FALSE,attack,Car,FALSE
+Ida Christy Stiles,10/29/2018,shot,toy weapon,42,F,W,Jackson,GA,TRUE,attack,Not fleeing,FALSE
+John Wurms,10/31/2018,shot,gun,32,M,W,Port Orange,FL,FALSE,attack,Not fleeing,TRUE
+Tony Bernard Smith,10/31/2018,shot,gun,24,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+"Jose Centeno, Jr.",10/31/2018,shot,toy weapon,17,M,H,Houston,TX,FALSE,attack,Car,TRUE
+Gonzalo Rico-Jimenez,10/31/2018,shot,vehicle,26,M,H,North Las Vegas,NV,FALSE,attack,Car,FALSE
+Jesse J. Quinton,11/2/2018,shot,unarmed,35,M,B,Idaho Falls,ID,FALSE,attack,Foot,FALSE
+Andrew Moore,11/2/2018,shot,knife,25,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Robert Charles Foster,11/3/2018,shot,gun,65,M,,Bandon,OR,TRUE,attack,Not fleeing,FALSE
+Laudemer Arboleda,11/3/2018,shot,vehicle,33,M,B,Danville,CA,TRUE,other,Not fleeing,TRUE
+Kanwarbir Malhi,11/3/2018,shot,unknown weapon,25,M,A,Shelby Township,MI,FALSE,other,Not fleeing,FALSE
+Theoddeus Gray,11/4/2018,shot,gun,29,M,B,St. Clair Shores,MI,FALSE,attack,Foot,FALSE
+Anthony David Chavez,11/4/2018,shot,gun,18,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Ryan Millsap,11/4/2018,shot,vehicle,19,M,W,Clear Creek Canyon,CO,FALSE,attack,Car,FALSE
+Robbie Ramirez,11/4/2018,shot,unarmed,39,M,H,Laramie,WY,TRUE,undetermined,Foot,FALSE
+Gary J. Willis,11/5/2018,shot,gun,61,M,W,Glen Burnie,MD,FALSE,attack,Not fleeing,FALSE
+Henry Gregory Stroud,11/5/2018,shot,gun,36,M,W,Cocke County,TN,TRUE,attack,Not fleeing,FALSE
+George Smith,11/5/2018,shot,gun,72,M,W,Port Charlotte,FL,TRUE,attack,Not fleeing,FALSE
+Anovath Troy Kongvongxay,11/5/2018,shot,ax,48,M,A,Camp Croft,SC,TRUE,attack,Not fleeing,FALSE
+TK TK,11/6/2018,shot,gun,67,M,,St. Cloud,FL,TRUE,attack,Not fleeing,FALSE
+Delson Silva,11/7/2018,shot,gun,68,M,,Corona,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/7/2018,shot and Tasered,gun,,M,,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+"Jesus ""Chuy"" Guzman",11/8/2018,shot,gun,34,M,H,Charleston View,CA,FALSE,attack,Foot,FALSE
+Travis Jordan,11/9/2018,shot,unknown weapon,36,M,B,Minneapolis,MN,TRUE,undetermined,Not fleeing,TRUE
+Christopher William Parrish,11/9/2018,shot,rock,33,M,W,Ogden,UT,FALSE,attack,Car,FALSE
+Cody Paris Belgard,11/9/2018,shot,unarmed,30,M,W,Salt Lake City,UT,FALSE,undetermined,Car,TRUE
+James Hanchett,11/9/2018,shot,gun,61,M,W,Shakopee,MN,FALSE,attack,Not fleeing,FALSE
+Patrick Bryant,11/10/2018,shot,gun,41,M,B,Clarksdale,MS,FALSE,attack,Not fleeing,FALSE
+Elisha Edward Kelley,11/11/2018,shot,unarmed,52,M,W,Wagoner,OK,FALSE,other,Not fleeing,FALSE
+Jemel Roberson,11/11/2018,shot,gun,26,M,B,Robbins,IL,FALSE,other,Not fleeing,FALSE
+TK TK,11/11/2018,shot,gun,,M,H,Hemet,CA,FALSE,attack,Foot,FALSE
+Edward M. Walsh,11/12/2018,shot,knife,39,M,W,Mantoloking,NJ,FALSE,attack,Not fleeing,FALSE
+Andrew Kana,11/12/2018,shot,gun,36,M,A,Catoosa,OK,FALSE,other,Not fleeing,FALSE
+Tony Mathis,11/12/2018,shot,gun,47,M,B,Oklahoma City,OK,FALSE,undetermined,Other,FALSE
+Danny Ayala,11/12/2018,shot,knife,,M,H,Alpine,CA,FALSE,other,Not fleeing,TRUE
+Cesar Alehandro Ramos,11/12/2018,shot,gun,25,M,H,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Marty West,11/12/2018,shot and Tasered,knife,63,M,W,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Timothy Leon,11/13/2018,shot,unknown weapon,24,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Rene Prieto,11/13/2018,shot,gun,38,M,H,Pratt,KS,TRUE,attack,Not fleeing,FALSE
+Olajuwon Murphy,11/14/2018,shot,gun,22,M,B,Wythe County,VA,FALSE,attack,Not fleeing,FALSE
+Joseph Loughery,11/14/2018,shot,gun,59,M,W,Auburn,MA,FALSE,attack,Not fleeing,FALSE
+George Crenshaw,11/14/2018,shot,knife,55,M,,Haynesville,AL,FALSE,attack,Not fleeing,FALSE
+John David Manning,11/14/2018,shot,knife,29,M,W,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Allen Fanning,11/15/2018,shot,gun,18,M,B,Centennial,CO,FALSE,other,Not fleeing,FALSE
+Agustin Gonsalez,11/15/2018,shot,straight edge razor,29,M,H,Hayward,CA,TRUE,other,Not fleeing,FALSE
+"Jack Fields, Jr.",11/15/2018,shot,knife,25,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+GD Hendrix,11/15/2018,shot,metal pipe,48,M,W,Paradise,CA,TRUE,other,Car,FALSE
+Steven Smith,11/15/2018,shot,gun,60,M,W,Demopolis,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,11/16/2018,shot,gun,,M,,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Jenessa M. Cooper,11/17/2018,shot,gun,49,F,,Missoula,MT,FALSE,attack,Not fleeing,FALSE
+Rio Antwuan Thomas,11/17/2018,shot,vehicle,27,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+TK TK,11/18/2018,shot,gun,,M,,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Cedars,11/19/2018,shot,gun,65,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Christopher Williams,11/19/2018,shot,vehicle,41,M,W,Meridian,ID,FALSE,attack,Car,FALSE
+Roderick McDaniel,11/19/2018,shot,gun,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Craig Allen,11/20/2018,shot,gun,71,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Roderick McDaniel,11/20/2018,shot,vehicle,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Keaton James Larson,11/21/2018,shot,knife,22,M,W,Stillwater,MN,TRUE,other,Not fleeing,TRUE
+Billy G. Heeter,11/21/2018,shot,gun,52,M,W,Franklinton,OH,TRUE,other,Not fleeing,FALSE
+Robert William Reid,11/21/2018,shot,gun,42,M,W,Lincoln Township,MI,TRUE,attack,Not fleeing,FALSE
+Eugene Benjamin Weathers,11/21/2018,shot,gun,48,M,B,Talladega,AL,FALSE,attack,Not fleeing,FALSE
+Martin Lopez,11/21/2018,shot,knife,24,M,H,Bell Gardens,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/21/2018,shot,undetermined,,M,,Pasadena,TX,FALSE,attack,Foot,FALSE
+Emantic Fitzgerald Bradford,11/22/2018,shot,gun,21,M,B,Hoover,AL,FALSE,other,Not fleeing,FALSE
+Cameron McCarthy,11/22/2018,shot,machete,20,M,W,Palmer,AK,FALSE,other,Foot,FALSE
+Patrick Michael Langhoff,11/22/2018,shot,gun,59,M,W,Gunnison County,CO,FALSE,attack,Not fleeing,FALSE
+Christopher L. Anderson,11/23/2018,shot,gun,46,M,W,Bremen,KY,FALSE,attack,Not fleeing,FALSE
+Martez Webb,11/23/2018,shot,gun,23,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Felix Anthony Calata,11/24/2018,shot,vehicle,32,M,H,South Salt Lake,UT,TRUE,attack,Car,FALSE
+Sierra McCauley,11/26/2018,shot,knife,23,F,,South Knoxville,TN,TRUE,attack,Not fleeing,FALSE
+Nicholas Charles Ryan,11/27/2018,shot,gun,19,M,W,Centennial,CO,FALSE,attack,Car,TRUE
+Allen Scott Culpepper,11/27/2018,shot,gun,64,M,W,Clinton,UT,TRUE,undetermined,Not fleeing,FALSE
+Jarmane Logan,11/27/2018,shot,vehicle,35,M,B,Topeka,KS,FALSE,attack,Car,FALSE
+J Scot Alan Widmark,11/27/2018,shot,knife,41,M,W,Virginia,MN,FALSE,attack,,FALSE
+Bert E. Mercado,11/27/2018,shot,gun,42,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,11/28/2018,shot,gun,,M,,Lakewood,CO,FALSE,attack,Foot,FALSE
+Benjamin Kennedy,11/28/2018,shot,gun,35,M,W,Louisville,KY,FALSE,attack,,TRUE
+David Villagran,11/28/2018,shot,vehicle,33,M,H,Vancouver,WA,FALSE,attack,Car,FALSE
+Vernon May,11/29/2018,shot,gun,32,M,N,Bemidji,MN,FALSE,other,Not fleeing,TRUE
+Adrian Bunker,11/29/2018,shot,unknown weapon,37,M,W,Old Town,ME,FALSE,undetermined,Not fleeing,FALSE
+TK TK,11/30/2018,shot,gun,46,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ricardo Galvan,11/30/2018,shot,gun,37,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Matthew Lorenzen,11/30/2018,shot,gun,19,M,,New Underwood,SD,TRUE,attack,Car,FALSE
+John Young,12/1/2018,shot,meat cleaver,65,M,B,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Jarvis Randall,12/1/2018,shot,straight edge razor,30,M,B,Tamarac,FL,TRUE,attack,Not fleeing,FALSE
+Demontry Floytra Boyd,12/1/2018,shot and Tasered,knife,43,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Anthony Ray Borden-Cortez,12/4/2018,shot,toy weapon,18,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+David Alejandro Molina,12/5/2018,shot,gun,27,M,H,Napa,CA,TRUE,attack,Foot,FALSE
+Justin Smith,12/5/2018,shot,knife,41,M,W,Philadephia,PA,FALSE,attack,Not fleeing,FALSE
+Paul Ridgeway,12/5/2018,shot,gun,41,M,W,Martinez,CA,FALSE,attack,Foot,FALSE
+Anthony M. Edwards,12/5/2018,shot,knife,33,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+Dimaggio McNelly,12/6/2018,shot,gun,53,M,B,Henry County,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin David Larson,12/6/2018,shot,gun,42,M,W,Redding,CA,FALSE,attack,Car,FALSE
+Jason O'Bannon,12/6/2018,shot,gun,46,M,W,Pahrump,NV,TRUE,attack,Not fleeing,TRUE
+Jesus Lainez,12/7/2018,shot,unknown weapon,51,M,H,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Julius Ervin Tate,12/7/2018,shot,gun,16,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+James N. Robertson,12/8/2018,shot,knife,41,M,W,West Wendover,NV,FALSE,other,Car,FALSE
+Joshua Boyd,12/9/2018,shot,gun,24,M,B,Savannah,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Deandre Mitchell,12/9/2018,shot,gun,23,M,B,Torrance,CA,FALSE,undetermined,Not fleeing,FALSE
+Terry Don King,12/9/2018,shot,gun,50,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Shane Wentling,12/10/2018,shot,gun,41,M,W,Noble County,OK,FALSE,attack,Car,FALSE
+George Penev,12/10/2018,shot,knife,23,M,W,Fredonia,NY,TRUE,attack,Not fleeing,FALSE
+Kyle Hart,12/10/2018,shot,knife,33,M,W,Redwood City,CA,TRUE,other,Not fleeing,FALSE
+Kaley Gay,12/11/2018,shot,gun,25,F,W,Bibb County,GA,FALSE,attack,Not fleeing,FALSE
+Tori Kaneshiro,12/11/2018,shot,gun,30,F,A,Pahoa,HI,FALSE,attack,Not fleeing,FALSE
+Daniel Pierce,12/11/2018,shot,gun,58,M,W,Rangley,CO,TRUE,other,Not fleeing,TRUE
+Marcus Neal,12/11/2018,shot,knife,47,M,B,Buffalo,NY,TRUE,attack,Foot,FALSE
+Haze Connor Martin,12/11/2018,shot,knife,22,M,W,Pope County,AR,FALSE,other,Car,FALSE
+Tameka LaShay Simpson,12/11/2018,shot,gun,27,F,B,Calhoun,GA,FALSE,attack,Not fleeing,FALSE
+Demario Bass,12/12/2018,shot,vehicle,29,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Jason Emerson Connell,12/12/2018,shot,gun,43,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Parker Thomas,12/12/2018,shot,toy weapon,18,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Gabriel Romero,12/12/2018,shot,gun,19,M,H,Albuquerque,NM,TRUE,attack,Foot,FALSE
+Joshua Myers,12/13/2018,shot,gun,37,M,W,Bushnell,FL,FALSE,attack,Car,FALSE
+Andre Horton,12/13/2018,shot,gun,42,M,B,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Walter Kellogg,12/15/2018,shot,knife,57,M,,Shirley,NY,TRUE,other,Not fleeing,FALSE
+Edgar Espinoza,12/15/2018,shot,knife,35,M,H,Hanford,CA,FALSE,attack,Not fleeing,FALSE
+Edward Rudhman,12/16/2018,shot,gun,50,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Rodney J. Geiser,12/16/2018,shot,gun,60,M,W,Apple Creek,OH,TRUE,other,,TRUE
+Jacob Mohow,12/16/2018,shot,knife,35,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Richard L. Johnson,12/16/2018,shot,gun,46,M,,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+April Webster,12/16/2018,shot,knife,47,F,B,Darlington County,SC,TRUE,other,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,W,Natomas,CA,FALSE,other,Not fleeing,FALSE
+Angel Viola Decarlo,12/18/2018,shot,gun,31,F,B,Hopewell,VA,FALSE,attack,Foot,FALSE
+David Frederick,12/18/2018,shot,gun,24,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+Danny Washington,12/18/2018,shot,unarmed,27,M,B,Franklin Township,PA,FALSE,attack,Car,FALSE
+Keith A. Hawley,12/18/2018,shot,gun,27,M,W,Union City,PA,FALSE,attack,,FALSE
+TK TK,12/19/2018,shot,gun,,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,12/19/2018,shot,undetermined,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/20/2018,shot,gun,,M,,Lake Elsinore,CA,FALSE,attack,Car,FALSE
+Damon Barstad,12/20/2018,shot,Taser,23,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Jose Lemus,12/21/2018,shot,gun,57,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+David MacAdams,12/21/2018,shot,knife,56,M,W,Springfield,FL,FALSE,other,Not fleeing,FALSE
+Jason Delgado Perez,12/23/2018,shot,gun,36,M,H,Albuquerque,NM,TRUE,attack,Not fleeing,FALSE
+"Kaulana ""Toji"" Reinhardt",12/23/2018,shot,gun,,M,O,Wailuku,HI,FALSE,attack,Car,TRUE
+Abdias Flores,12/24/2018,shot,gun,,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Jennifer Vasquez,12/25/2018,shot,vehicle,24,F,H,San Jose,CA,FALSE,attack,Car,FALSE
+Antonio A. Ramos,12/25/2018,shot,gun,34,M,H,Buckeye,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Jerome Taylor,12/26/2018,shot,vehicle,17,M,B,Lakeland,FL,FALSE,attack,Car,FALSE
+Gary Warbritton,12/26/2018,shot,gun,21,M,W,Rector,AR,FALSE,attack,Not fleeing,FALSE
+Wayne Falana,12/26/2018,shot,gun,35,M,B,Clearwater,FL,TRUE,attack,Not fleeing,FALSE
+"Mark Wade ""Cornbread"" Luttrell",12/28/2018,shot,gun,34,M,W,Tullahoma,TN,FALSE,attack,Not fleeing,FALSE
+Glenn A. Rightsell,12/28/2018,shot,gun,56,M,W,Crawfordsville,IN,FALSE,other,Not fleeing,FALSE
+Shane Lyons,12/28/2018,shot,machete,35,M,B,Port Arthur,TX,FALSE,other,Not fleeing,FALSE
+Edwin C. Bundy,12/28/2018,shot,gun,46,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,12/29/2018,shot,gun,42,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Warren Jay Beaubien,12/30/2018,shot,machete,49,M,W,Llano,TX,FALSE,other,Not fleeing,FALSE
+Kerry D. Blake,12/30/2018,shot,pole,44,M,B,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Paul Arbitelle,12/30/2018,shot and Tasered,knife,45,M,W,Danbury,CT,FALSE,other,Not fleeing,FALSE
+Iosia Faletogo,12/31/2018,shot,gun,36,M,A,Seattle,WA,FALSE,attack,Foot,TRUE
+Matthew Hurley,12/31/2018,shot,gun,45,M,W,Fort Dodge,IA,FALSE,attack,Car,FALSE
+Jesus Ramos,12/31/2018,shot,undetermined,34,M,H,Longmont,CO,TRUE,other,Foot,FALSE
+TK TK,12/31/2018,shot,knife,18,M,,Van Nuys,CA,FALSE,other,Not fleeing,TRUE
+Dylan Michael Smith,1/1/2019,shot,gun,26,M,W,Davidson County,NC,FALSE,attack,Foot,FALSE
+Brandon Lovell Webster,1/1/2019,shot,vehicle,28,M,B,Shallotte,NC,FALSE,other,Car,FALSE
+Matthew Burroughs,1/2/2019,shot,vehicle,35,M,B,Niles,OH,FALSE,attack,Foot,FALSE
+Abdoulaye Thiam,1/2/2019,shot,knife,20,M,B,Whitehaven,TN,FALSE,other,Not fleeing,TRUE
+Arron Thomas Lambert,1/2/2019,shot,Taser,33,M,W,San Antonio,TX,FALSE,attack,Other,FALSE
+Samuel Garcia,1/3/2019,shot,gun,39,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Robert Myers,1/3/2019,shot,gun,63,M,W,Greenport,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Roberts,1/3/2019,shot,knife,27,M,W,Albert Lea,MN,TRUE,attack,,FALSE
+Abiel Innis De Joel Rios,1/3/2019,shot,gun,33,M,H,Visalia,CA,TRUE,attack,Not fleeing,FALSE
+Jae Wesley Hardy,1/3/2019,shot,gun,27,M,B,Millbrook,AL,FALSE,other,Car,FALSE
+Eric David Sauerhagen,1/3/2019,shot,gun,31,M,W,Bozeman,MT,FALSE,other,Not fleeing,FALSE
+Zonell Williams,1/4/2019,shot,gun,33,M,B,Treme,LA,TRUE,attack,Not fleeing,TRUE
+Jeremy Dean Duncan,1/4/2019,shot,vehicle,39,M,W,Amarillo,TX,FALSE,attack,Car,FALSE
+John Richard Camacho,1/4/2019,shot,toy weapon,27,M,W,San Marcos,TX,FALSE,other,Car,FALSE
+Lawrence Thompson III,1/4/2019,shot,gun,32,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Oliver Hernandez,1/5/2019,shot,ax,29,M,H,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Harold Thompson,1/5/2019,shot,gun,81,M,,Union County,SC,FALSE,attack,Not fleeing,FALSE
+Adolfo Gonzalez,1/5/2019,shot,gun,28,M,H,Lemon Grove,CA,FALSE,other,Not fleeing,FALSE
+David John Engebretson,1/5/2019,shot,gun,50,M,W,Milwaukie,OR,FALSE,attack,Not fleeing,FALSE
+Shaun Kennedy,1/5/2019,shot,gun,55,M,W,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Kevin Shawn Hanson,1/6/2019,shot,gun,42,M,B,Hurricane,WV,FALSE,attack,Car,FALSE
+TK TK,1/6/2019,shot,knife,,M,,Glen Valley,CA,FALSE,other,Not fleeing,FALSE
+James McDonald,1/6/2019,shot,gun,,M,,Cache,OK,FALSE,attack,Not fleeing,FALSE
+Andre C. Gladen,1/6/2019,shot and Tasered,knife,36,M,B,Portland,OR,TRUE,other,Not fleeing,FALSE
+Nil Houer,1/6/2019,shot,gun,38,M,A,Houston,TX,FALSE,other,Not fleeing,FALSE
+Miguel Barraza-Lugo,1/7/2019,shot,gun,38,M,H,Kent,WA,FALSE,attack,Car,FALSE
+David Novak,1/7/2019,shot,baseball bat,35,M,W,Spokane,WA,FALSE,attack,Not fleeing,TRUE
+Jeremy Dale Edmonds,1/7/2019,shot,knife,42,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Michael W. Mobley,1/8/2019,shot,gun,53,M,,Leadwood,MO,FALSE,attack,Not fleeing,FALSE
+Jerald Wilson,1/8/2019,shot and Tasered,beer bottle,33,M,,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Lee Burney,1/10/2019,shot,gun,70,M,B,Eclectic,AL,FALSE,other,Not fleeing,FALSE
+Geoffrey Morris,1/10/2019,shot,gun and vehicle,29,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Juston Landry,1/11/2019,shot,gun,26,M,B,Lake Charles,LA,FALSE,other,Other,FALSE
+Treshun Symone Miller,1/11/2019,shot,gun,20,M,B,Arlington,TX,FALSE,attack,Foot,FALSE
+Charles Frederick Landeros,1/11/2019,shot,gun,30,M,H,Eugene,OR,FALSE,attack,Not fleeing,TRUE
+Jacob Michael Harris,1/11/2019,shot,gun,19,M,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,1/11/2019,shot and Tasered,ax,,M,,Huntsville,TX,FALSE,other,Not fleeing,FALSE
+Bill Akes,1/12/2019,shot,hatchet,48,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Christopher A. Schmitt,1/12/2019,shot,toy weapon,58,M,W,Dearborn County,IN,TRUE,attack,Not fleeing,FALSE
+Dimas Diaz,1/13/2019,shot,unarmed,38,M,H,Calabasas,CA,FALSE,other,Car,FALSE
+Roberto Tapia,1/13/2019,shot,gun,28,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Nathan Thoe,1/13/2019,shot,gun,34,M,W,White Lake,SD,FALSE,other,Not fleeing,FALSE
+Keith Harvey,1/13/2019,shot,knife,43,M,,Lakewood,WA,TRUE,attack,Not fleeing,FALSE
+Jahmal Derrick Stewart,1/14/2019,shot,gun,45,M,B,Linda,CA,FALSE,attack,Not fleeing,FALSE
+Rodney Hamilton,1/14/2019,shot,gun,62,M,,Gainesville,GA,FALSE,other,Not fleeing,FALSE
+Amiliano Antonio Apodaca,1/14/2019,shot,unarmed,18,M,H,Pueblo,CO,FALSE,other,Car,FALSE
+Louis Jose Burrus,1/14/2019,shot,gun,25,M,H,El Paso,TX,FALSE,other,Foot,FALSE
+Nathaniel Holland,1/14/2019,shot,knife,38,M,B,Vacaville,CA,FALSE,attack,Foot,FALSE
+Damon Murad Asad,1/14/2019,shot,gun,33,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+William Owens,1/14/2019,shot,gun,39,M,B,Logan Township,NJ,FALSE,attack,Not fleeing,FALSE
+Dean Heerdt,1/15/2019,shot,gun,58,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Stanley Stepanski III,1/15/2019,shot,gun,48,M,W,Roseville,CA,FALSE,attack,Car,FALSE
+Antonio Arce,1/15/2019,shot,toy weapon,14,M,H,Tempe,AZ,FALSE,other,Foot,TRUE
+D'ettrick Griffin,1/15/2019,shot,vehicle,18,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+Quency Chavez Floyd,1/15/2019,shot,gun,22,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Shawn Joseph Billinger,1/16/2019,shot,unarmed,46,M,W,Fort Lupton,CO,TRUE,undetermined,Car,TRUE
+D'Angelo Brown,1/16/2019,shot,vehicle,,M,B,West Memphis,AR,FALSE,other,Car,FALSE
+Megan Rivera,1/16/2019,shot,vehicle,,F,W,West Memphis,AR,FALSE,other,Car,FALSE
+Terry Lee Cockrell,1/16/2019,shot,gun,57,M,W,Sperry,OK,TRUE,other,Foot,TRUE
+Danny Kelley,1/16/2019,shot,knife,32,M,W,Charlotte,NC,FALSE,other,Foot,FALSE
+Mikyas Mehary Tegegne,1/16/2019,shot,gun,31,M,B,Silver Spring,MD,FALSE,other,Foot,FALSE
+Jihad Merrick,1/16/2019,shot,vehicle,29,M,,Nashua,IA,TRUE,attack,Car,FALSE
+Dale Weich,1/18/2019,shot,gun,64,M,W,O'Fallon,MO,TRUE,attack,Not fleeing,FALSE
+Matthew Neil Tuhkanen,1/19/2019,shot,unarmed,35,M,W,St. Louis Park,MN,TRUE,undetermined,Not fleeing,FALSE
+Mark Leo Gregory Gago,1/19/2019,shot,ax,42,M,W,Clackamas County,OR,FALSE,attack,Not fleeing,FALSE
+Jason C. Minnick,1/19/2019,shot,vehicle,30,M,W,Knoxville,TN,FALSE,other,Car,FALSE
+Chance Mavity,1/20/2019,shot,gun,26,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Horacio Ruiz-Rodriguez,1/21/2019,shot,unarmed,37,M,H,Las Vegas,NV,TRUE,other,Car,FALSE
+Jimmy Atchison,1/22/2019,shot,unarmed,21,M,B,Atlanta,GA,FALSE,undetermined,Foot,FALSE
+Preston Oszust,1/23/2019,shot,unarmed,20,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,FALSE
+Dwight Steward,1/23/2019,shot,knife,46,M,B,Spokane,WA,FALSE,other,,FALSE
+TK TK,1/23/2019,shot,undetermined,,M,N,Naschitti,NM,FALSE,undetermined,,FALSE
+Marcus Gishal,1/23/2019,shot,gun,20,M,H,Flagstaff,AZ,FALSE,attack,Foot,FALSE
+Kevin Grant Vawter,1/23/2019,shot and Tasered,knife,46,M,W,South Haven,IN,TRUE,attack,Not fleeing,TRUE
+Katlyn Alix,1/24/2019,shot,unarmed,24,F,W,St. Louis,MO,FALSE,other,Not fleeing,FALSE
+Christian Albarran,1/24/2019,shot,unarmed,26,M,H,Ehrenberg,AZ,FALSE,other,Car,FALSE
+Jeffrey Lynn Jones,1/25/2019,shot,gun,60,M,W,Dyersburg,TN,FALSE,attack,Not fleeing,FALSE
+Russ Allen McClellan,1/25/2019,shot,gun,48,M,,Garland,TX,TRUE,attack,Not fleeing,FALSE
+Robert C. Martin,1/25/2019,shot,gun,69,M,,North Escambia,FL,TRUE,attack,Not fleeing,FALSE
+Jacob Archambault,1/27/2019,shot,vehicle,25,M,N,Rosebud,SD,FALSE,attack,Car,FALSE
+Joey Duane Ramirez,1/28/2019,shot,gun,29,M,H,Jackson,MI,FALSE,attack,Foot,FALSE
+Rhogena Nicholas,1/28/2019,shot,unarmed,58,F,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dennis Tuttle,1/28/2019,shot,gun,59,M,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gregory Griffin,1/28/2019,shot,unarmed,46,M,B,Newark,NJ,FALSE,other,Car,FALSE
+David Michael Bosiljevac,1/28/2019,shot,toy weapon,55,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Nekiylo Dawayne Graves,1/28/2019,shot,unknown weapon,27,M,B,Mercury,NV,FALSE,other,Car,FALSE
+Nicholas Philhower,1/28/2019,shot,gun,30,M,W,Kirkwood,NY,FALSE,attack,Car,FALSE
+Richard Moulton,1/28/2019,shot,gun,52,M,,Butte County,CA,FALSE,attack,Car,FALSE
+Carl Thayer,1/28/2019,shot and Tasered,knife,45,M,W,Tehama County,CA,FALSE,other,Other,FALSE
+Siatu'u Tauai,1/29/2019,shot,vehicle,51,M,O,Kalihi,HI,FALSE,attack,Car,FALSE
+Paul Cantu,1/29/2019,shot,gun,27,M,H,Austin,TX,TRUE,attack,Car,TRUE
+Michael Joe Jolls,1/30/2019,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Anthony Patrick Pellissier,1/30/2019,shot,unknown weapon,52,M,W,Midland,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,1/31/2019,shot,gun,24,M,,Passaic,NJ,FALSE,other,Foot,FALSE
+Robert Martinez,2/1/2019,shot,vehicle,45,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Henry Harold Russell,2/2/2019,shot,knife,47,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Johnny Weeks,2/2/2019,shot,gun,68,M,B,Buford,GA,FALSE,attack,Not fleeing,FALSE
+Isaiah Thomas,2/2/2019,shot,knife,40,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Dylan Joseph-Mark Cross,2/3/2019,shot,gun,18,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Asuncion J. Gomez-Guerrero,2/3/2019,shot,vehicle,35,M,H,Waukegan,IL,FALSE,attack,Car,TRUE
+Robert Matz,2/4/2019,shot,gun,80,M,W,Clarksburg,WV,FALSE,attack,Not fleeing,FALSE
+Corey Johnson,2/4/2019,shot,gun,44,M,B,Farmville,VA,FALSE,attack,Not fleeing,FALSE
+Anthony Dewayne Childs,2/5/2019,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Foot,FALSE
+Seth Keo Mallard,2/6/2019,shot,gun,20,M,W,LaSalle,CO,FALSE,attack,,FALSE
+Hunter Alan,2/6/2019,shot and Tasered,knife,48,M,,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Allon Jones,2/6/2019,shot,gun,43,M,B,Walter Hill,TN,TRUE,attack,Not fleeing,FALSE
+Miles Dylan Cooper,2/6/2019,shot,gun,25,M,W,Stone County,MS,FALSE,attack,Car,TRUE
+Bruce Carter,2/6/2019,shot,box cutter,38,M,B,Joilet,IL,FALSE,attack,Not fleeing,FALSE
+Danny Rodriguez,2/7/2019,shot,knife,34,M,H,Seattle,WA,FALSE,attack,Not fleeing,TRUE
+Michael Robert Novak,2/7/2019,shot,knife,58,M,W,Madera,CA,TRUE,attack,Not fleeing,TRUE
+Morgan Shane West,2/7/2019,shot,unarmed,38,M,W,Snyder,TX,FALSE,undetermined,Not fleeing,FALSE
+Nolan Hurtzig,2/7/2019,shot,undetermined,29,M,W,Banning,CA,FALSE,undetermined,,FALSE
+Jason Matthew Hill,2/7/2019,shot,gun,40,M,W,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Charles L. Cook,2/7/2019,shot,gun,49,M,W,Barberton,OH,FALSE,attack,Not fleeing,FALSE
+Aaron Allen Przekop,2/8/2019,shot,unarmed,25,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Joshua Rember Williams,2/8/2019,shot,knife,32,M,,New York,NY,FALSE,attack,Not fleeing,FALSE
+Willie Bo McCoy,2/9/2019,shot,gun,21,M,B,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey D. Tyree,2/9/2019,shot,knife,57,M,W,Virginia Beach,VA,TRUE,attack,Not fleeing,FALSE
+Jonathan Ramirez,2/9/2019,shot,gun,28,M,H,Bailey,NC,FALSE,other,Not fleeing,TRUE
+Gabriel Carter,2/9/2019,shot,gun,25,M,W,Del City,OK,FALSE,attack,Not fleeing,FALSE
+Ted Schmitz,2/10/2019,shot,knife,58,M,W,Waukesha,WI,TRUE,attack,Not fleeing,FALSE
+Willie Jermaine Robinson,2/10/2019,shot,gun,34,M,B,Greenville County,SC,TRUE,attack,Not fleeing,TRUE
+Eric Young,2/11/2019,shot,unarmed,34,M,W,Montgomery,WV,TRUE,other,Not fleeing,FALSE
+Ty'rell Pounds,2/11/2019,shot,gun,24,M,B,Crestwood,KY,FALSE,attack,Car,FALSE
+Phayvanh Inthavong,2/11/2019,shot,gun,32,M,A,Redding,CA,FALSE,attack,Foot,FALSE
+Alex Johnson,2/12/2019,shot,knife,58,M,B,Defiance,OH,FALSE,other,Not fleeing,FALSE
+Christopher Brimsey,2/12/2019,shot,gun,20,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Patrick Reed,2/12/2019,shot,gun,19,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Johnny Mathis,2/12/2019,shot,gun,46,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Garrett James Ebenal,2/13/2019,shot,gun,28,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Greg Alyn Carlson,2/13/2019,shot,gun,47,M,W,Apex,NC,FALSE,attack,Not fleeing,FALSE
+Wilfredo Hernandez,2/14/2019,shot,knife,47,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Michael Drayer,2/14/2019,shot,knife,34,M,W,Aspers,PA,FALSE,attack,Not fleeing,FALSE
+Mark Morasky,2/14/2019,shot,gun,,M,W,San Jose,CA,FALSE,attack,Car,FALSE
+Gary Marin,2/15/2019,shot,gun,45,M,B,Aurora,IL,FALSE,attack,Not fleeing,FALSE
+Michael Elam,2/16/2019,shot,gun,17,M,B,Chicago,IL,FALSE,other,Car,FALSE
+Nam Quang Le,2/16/2019,shot,gun,34,M,A,Clinton,MS,FALSE,attack,Not fleeing,FALSE
+Javier Hernandez Morales,2/17/2019,shot,gun,48,M,H,Napa Valley,CA,FALSE,attack,Not fleeing,TRUE
+Elizabeth Ann Stropp,2/17/2019,shot,gun,37,F,,Claiborne County,TN,FALSE,attack,Foot,FALSE
+Reginald Romero Bursey,2/17/2019,shot,gun,32,M,B,New Orleans,LA,FALSE,attack,Not fleeing,FALSE
+Delmar Espejo,2/18/2019,shot,unarmed,20,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Pierre Woods,2/18/2019,shot,gun,31,M,B,Pelehatchie,MS,TRUE,attack,Not fleeing,FALSE
+Clayton Joseph,2/19/2019,shot,knife,16,M,A,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Emanuel David Joshua Oates,2/19/2019,shot,machete,24,M,B,Baltimore,MD,FALSE,other,Not fleeing,FALSE
+Kyron Marcell Sands,2/20/2019,shot,gun,39,M,B,Norwich,CT,TRUE,attack,Car,FALSE
+Kyle Thomas,2/20/2019,shot,vehicle,26,M,W,Honolulu,HI,FALSE,attack,Car,FALSE
+Bradley Blackshire,2/22/2019,shot,vehicle,30,M,B,Little Rock,AR,FALSE,attack,Car,TRUE
+Kasim Kahrim,2/22/2019,shot,gun,36,M,O,Boston,MA,FALSE,attack,Car,FALSE
+Timothy Rhodes,2/22/2019,shot,gun,28,M,W,Walton,WV,FALSE,attack,Not fleeing,FALSE
+Neico Crooks,2/22/2019,shot,vehicle,21,M,B,Miami Gardens,FL,FALSE,attack,Car,FALSE
+Felipe Martinez,2/22/2019,shot,knife,36,M,H,Poteet,TX,FALSE,other,Car,FALSE
+Sterling Durant Humbert,2/23/2019,shot,gun,28,M,W,Carrollton,TX,FALSE,attack,Car,TRUE
+Daniel David Messmer,2/23/2019,shot,gun,24,M,W,Victorville,CA,TRUE,attack,Not fleeing,FALSE
+Angel Burke,2/23/2019,shot,gun,29,M,W,Clarksville,TN,FALSE,other,Foot,FALSE
+Jackie Scott Pendergrass,2/23/2019,shot,gun,44,M,W,Blountville,TN,FALSE,attack,Not fleeing,FALSE
+Tommy Kirby,2/24/2019,shot,undetermined,41,M,W,Flint,MI,FALSE,undetermined,Car,FALSE
+Bryan A. Ryder,2/25/2019,shot,knife,38,M,W,Springfield,MO,TRUE,other,,FALSE
+David Litton,2/25/2019,shot,gun,40,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Sasha Ann Pishko,2/26/2019,shot,vehicle,20,F,W,McIntosh County,GA,FALSE,attack,Car,FALSE
+Tyler Schmidtbauer,2/26/2019,shot,gun,27,M,W,Miltona,MN,FALSE,other,Not fleeing,TRUE
+Joseph Hart,2/26/2019,shot,gun,51,M,W,Huger,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Schmitt,2/26/2019,shot,gun,48,M,W,Struthers,OH,FALSE,attack,Not fleeing,FALSE
+James Scott Reed,2/27/2019,shot,gun,40,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Gary Clark,2/27/2019,shot,unknown weapon,21,M,,DeRidder,LA,FALSE,other,,FALSE
+Michael Pierce,2/28/2019,shot,gun,29,M,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Kenneth Joseph Sisneros,2/28/2019,shot,gun,34,M,H,Lone Tree,CO,FALSE,other,Foot,FALSE
+Brenda Rodriguez Mendoza,3/1/2019,shot,gun,20,F,H,Salinas,CA,FALSE,other,,FALSE
+Maurice Arrisgado,3/1/2019,shot,unarmed,47,M,A,Honolulu,HI,FALSE,other,Foot,FALSE
+Eduardo Munoz,3/1/2019,shot and Tasered,unarmed,29,M,H,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Ricky Lee Prichard,3/2/2019,shot,gun,49,M,,Sebewaing,MI,TRUE,attack,Not fleeing,FALSE
+Larry Todd Hoover,3/2/2019,shot,sword,33,M,W,Mount Holly,NC,TRUE,other,Not fleeing,FALSE
+Tyler J. Meier,3/2/2019,shot,unarmed,46,M,W,Fairchild,WI,FALSE,attack,Not fleeing,FALSE
+Clair Jewell,3/2/2019,shot,undetermined,35,F,W,Carter County,KY,FALSE,other,,FALSE
+TK TK,3/2/2019,shot,knife,,M,,Waco,TX,FALSE,attack,Not fleeing,FALSE
+Robert D. Richardson,3/3/2019,shot,toy weapon,40,M,,Glenoma,WA,FALSE,attack,Not fleeing,FALSE
+Luke Anthony Swann,3/4/2019,shot,gun,36,M,B,Des Moines,IA,FALSE,attack,Foot,FALSE
+Stephen Kaylor,3/4/2019,shot,gun,63,M,W,Rancho Mirage,CA,TRUE,attack,,FALSE
+Daniel Moncada,3/4/2019,shot,gun,27,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jeremy Ponce,3/4/2019,shot,gun,17,M,H,San Antonio,TX,FALSE,attack,Car,FALSE
+Shamikle Jackson,3/4/2019,shot,machete,22,M,B,Aurora,CO,FALSE,other,Not fleeing,TRUE
+Steven Louis Goins,3/5/2019,shot,gun,22,M,,DeKalb County,GA,FALSE,attack,Foot,FALSE
+Jared D. Kelly,3/5/2019,shot,gun,36,M,,Springfield,MO,FALSE,other,,FALSE
+Stephanie Areanda Quiroz,3/5/2019,shot,unarmed,21,F,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Joshua Worth,3/5/2019,shot,undetermined,31,M,W,Greenville,MS,TRUE,undetermined,,FALSE
+Danny Brogdon,3/5/2019,shot and Tasered,knife,56,M,W,Muskogee,OK,FALSE,other,Not fleeing,FALSE
+Antonio Joseph Valentine,3/5/2019,shot and Tasered,gun,32,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Donqaule Maurice Gray,3/6/2019,shot,gun,25,M,B,Morgantown,WV,FALSE,attack,Foot,FALSE
+Rodney Fisher,3/7/2019,shot,gun,47,M,W,Jonesboro,AR,FALSE,other,Not fleeing,FALSE
+Carlos Hunter,3/7/2019,shot,gun,,M,H,Vancouver,WA,FALSE,other,Not fleeing,FALSE
+Dylan Aikey,3/7/2019,shot,gun,23,M,W,Anchorage,AK,FALSE,attack,Foot,FALSE
+Thomas Wayne Swinford,3/8/2019,shot,toy weapon,34,M,W,Athens,GA,TRUE,attack,,TRUE
+Beth Plant,3/9/2019,shot,knife,51,F,W,Cheatham County,TN,FALSE,attack,Not fleeing,FALSE
+Eric Hagstrom,3/9/2019,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Joel David Kellay,3/9/2019,shot,gun,46,M,W,Pennfield Township,MI,FALSE,attack,Not fleeing,FALSE
+Tommy Wayne Welch,3/9/2019,shot,knife,59,M,W,Quanah,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose German,3/9/2019,shot,gun,40,M,,Buckeye,AZ,FALSE,attack,Car,FALSE
+Rodney Lassiter,3/9/2019,shot,gun,30,M,B,Monahans,TX,TRUE,attack,Not fleeing,FALSE
+Brandon Robertson,3/10/2019,shot,gun,34,M,N,Redding,CA,FALSE,attack,Foot,FALSE
+Phillip Wayne Outland,3/10/2019,shot,gun,44,M,W,Cofield,NC,FALSE,attack,Not fleeing,FALSE
+Sokhom Hon,3/10/2019,shot,unknown weapon,31,M,A,San Bernardino,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Montoya,3/10/2019,shot,gun,51,M,H,Lakewood,CO,FALSE,attack,Car,FALSE
+Michael J. D'Angelo,3/11/2019,shot,knife,34,M,W,Westminster,MD,FALSE,attack,Not fleeing,FALSE
+Robert Mark Frady,3/12/2019,shot,gun,45,M,W,Salacoa,GA,FALSE,attack,Not fleeing,FALSE
+Latasha Nicole Walton,3/12/2019,shot,vehicle,32,F,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Brandon Stacey,3/12/2019,shot,gun,31,M,W,Kalamazoo,MI,FALSE,attack,Not fleeing,FALSE
+Charles Ballard,3/13/2019,shot,vehicle,41,M,B,Ashland,CA,FALSE,attack,Car,TRUE
+Benjamin Melendez,3/13/2019,shot,knife,29,M,H,Grand Island,NE,FALSE,attack,Not fleeing,FALSE
+Nina Adams,3/13/2019,shot,gun,47,F,B,Greensburg,PA,TRUE,attack,Not fleeing,FALSE
+Henry Wayne Rivera,3/13/2019,shot,unarmed,30,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Shawn Taylor Waite,3/14/2019,shot,knife,27,M,N,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,3/14/2019,shot,gun,27,M,,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jerry Marrero,3/14/2019,shot,knife,38,M,H,Jacksonville,FL,TRUE,other,Not fleeing,FALSE
+George Wayne McCallum,3/14/2019,shot,gun,33,M,W,Monroe County,MS,TRUE,other,Car,FALSE
+Jason Williams,3/14/2019,shot,toy weapon,42,M,,Trenton,NJ,TRUE,other,Not fleeing,FALSE
+Victor J. Morales Zavala,3/14/2019,shot,gun,25,M,W,Ontario,OR,TRUE,attack,Car,FALSE
+Michael Cohen,3/15/2019,shot,gun,47,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Billy L. Walker,3/16/2019,shot,gun,53,M,,Macoupin County,IL,FALSE,attack,Other,FALSE
+James Young,3/16/2019,shot,gun,77,M,,The Dalles,OR,FALSE,attack,Not fleeing,FALSE
+Timothy John Beckwith,3/16/2019,shot,gun,49,M,W,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Jorge Luis Rivera-Melendez,3/17/2019,shot,gun,33,M,H,Clermont,FL,FALSE,other,,FALSE
+Kenneth Cherry,3/18/2019,shot and Tasered,sharp object,36,M,W,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Thomas Johnson,3/19/2019,shot,gun,22,M,B,Bastrop,LA,FALSE,undetermined,Foot,FALSE
+Juan Manuel Flores Del Toro,3/19/2019,shot,gun,29,M,H,Kittitas,WA,FALSE,attack,Car,FALSE
+Jesus Calderon,3/19/2019,shot,knife,52,M,H,Tampa,FL,TRUE,other,Not fleeing,FALSE
+James Hunn,3/19/2019,shot,gun,61,M,W,University City,MO,TRUE,attack,Not fleeing,FALSE
+Osaze Osagie,3/20/2019,shot,knife,29,M,B,State College,PA,TRUE,attack,Not fleeing,FALSE
+Stevie Garcia,3/20/2019,shot,gun,37,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Hannah Westall,3/20/2019,shot,toy weapon,26,F,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Erick Ramirez,3/21/2019,shot,knife,32,M,,Sandy Springs,GA,TRUE,attack,Not fleeing,FALSE
+Daishawn Brown,3/21/2019,shot,gun,19,M,B,Modesto,CA,FALSE,undetermined,Car,FALSE
+Bruce Puchel,3/22/2019,shot,gun,45,M,W,Ernul,NC,TRUE,other,Not fleeing,FALSE
+Derek Smith,3/22/2019,shot,knife,22,M,B,Walterboro,SC,FALSE,other,Not fleeing,FALSE
+Kevin Bruce Mason,3/24/2019,shot,unarmed,57,M,B,Baltimore,MD,FALSE,other,Not fleeing,TRUE
+Joseph David Durman,3/24/2019,shot,gun,46,M,W,Port St. Joe,FL,FALSE,other,Car,FALSE
+Danquirs Napoleon Franklin,3/25/2019,shot,gun,27,M,B,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+Abraham Arellano,3/25/2019,shot,gun,26,M,H,Thurmont,MD,TRUE,other,,FALSE
+Brandon Coty Elliott,3/25/2019,shot,gun,30,M,W,Horry County,SC,TRUE,other,Foot,FALSE
+Kaylon Robinson,3/25/2019,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Brandon Michael Jacque,3/27/2019,shot,vehicle,25,M,W,Burnet,TX,FALSE,attack,Not fleeing,TRUE
+Stephen Marshall,3/27/2019,shot,gun,51,M,W,Manchester,NH,FALSE,attack,Not fleeing,FALSE
+Leonardo Gallegos,3/27/2019,shot,gun,40,M,H,Cochran County,TX,FALSE,attack,Car,FALSE
+Kevin Samuel Capers,3/27/2019,shot,knife,47,M,W,Chickasha,OK,FALSE,other,Not fleeing,FALSE
+Chris Joseph,3/27/2019,shot,vehicle,38,M,B,Terrytown,LA,FALSE,attack,Not fleeing,FALSE
+Daviri Robertson,3/27/2019,shot,vehicle,39,M,B,Terrytown,LA,FALSE,attack,Car,FALSE
+Brian Leslie Statler,3/27/2019,shot,sword,30,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Eugene Horn,3/28/2019,shot,gun,43,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Augustine Gutierrez,3/28/2019,shot,gun,42,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Pierre J. Cher Frere,3/30/2019,shot,gun,25,M,B,Miami,FL,FALSE,attack,,FALSE
+Andrew John Mason,3/30/2019,shot,unarmed,22,M,W,Watuaga County,NC,FALSE,attack,Not fleeing,FALSE
+Ondrae Levado Hutchinson,3/30/2019,shot and Tasered,gun,30,M,B,Durham,NC,FALSE,attack,Foot,TRUE
+Stacy William Kenny,3/31/2019,shot,vehicle,33,F,W,Springfield,OR,TRUE,other,Car,FALSE
+Juan Padilla,3/31/2019,shot,knife,24,M,H,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Oscar Cain,3/31/2019,shot,gun,31,M,B,Atlanta,GA,FALSE,other,Foot,FALSE
+Kevin Ray McEnulty,3/31/2019,shot,gun,25,M,N,Fairbanks,AK,FALSE,other,Car,FALSE
+Lianna Renee London,4/1/2019,shot,gun,28,F,W,LaFollette,TN,FALSE,attack,Not fleeing,FALSE
+Veltavious Griggs,4/1/2019,shot,gun,19,M,B,Union City,GA,FALSE,attack,,FALSE
+Bishar Hassan,4/1/2019,shot,BB gun,31,M,B,Anchorage,AK,TRUE,other,Foot,FALSE
+TK TK,4/1/2019,shot and Tasered,undetermined,29,M,,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Donnell James Lang,4/2/2019,shot,unarmed,48,M,W,Redding,CA,TRUE,attack,Not fleeing,FALSE
+Barry A. Rucker,4/3/2019,shot,gun,53,M,W,Brownstown,IN,FALSE,other,Not fleeing,FALSE
+Alfonso Cervantes,4/3/2019,shot,gun,50,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Garner,4/3/2019,shot,gun,55,M,H,Boynton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Zachary Kinard,4/3/2019,shot,gun,,M,W,Pelion,SC,FALSE,other,Car,FALSE
+Thomas Verile,4/4/2019,shot,unarmed,37,M,W,Kalamazoo,MI,TRUE,other,Not fleeing,FALSE
+Daniel Robert Ramirez,4/4/2019,shot,gun,30,M,H,Anaheim,CA,FALSE,other,Not fleeing,FALSE
+Julius Glover,4/5/2019,shot,knife,26,M,,Bloomingdale,IL,FALSE,other,Car,FALSE
+Benjamin B. Lucas,4/6/2019,shot,gun,36,M,W,New Albany,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Orlando Bowers,4/7/2019,shot,gun,24,M,B,Greeneville,TN,FALSE,attack,Not fleeing,FALSE
+Marzeus Scott,4/7/2019,shot,unarmed,35,M,B,Blytheville,AR,TRUE,attack,Foot,TRUE
+Charles Bradley Payne,4/7/2019,shot,knife,42,M,W,Hamilton County,TN,FALSE,attack,Not fleeing,FALSE
+Harold Vincent Robinson,4/8/2019,shot,gun,37,M,B,Salt Lake City,UT,FALSE,attack,Car,FALSE
+Michael Wray Hensley,4/9/2019,shot,gun,28,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Gulley,4/9/2019,shot,gun,32,M,W,Henry County,IN,FALSE,attack,Not fleeing,FALSE
+Terry Davis,4/9/2019,shot,gun,33,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Trivenskey O. Odom,4/10/2019,shot,gun,27,M,B,Shreveport,LA,FALSE,attack,Car,FALSE
+Anthony Santana,4/10/2019,shot,gun,21,M,H,Indio,CA,FALSE,other,Not fleeing,FALSE
+David Wittman,4/10/2019,shot,gun,47,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+John Darlington,4/10/2019,shot,gun,57,M,W,Mexico Beach,FL,FALSE,other,Not fleeing,FALSE
+TK TK,4/11/2019,shot,gun,20,M,,Canutillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Demetrious Brooks,4/11/2019,shot,gun,34,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Marcus McVae,4/11/2019,shot,unarmed,34,M,B,Boerne,TX,FALSE,attack,Foot,FALSE
+Phillip Thomas Marsh,4/11/2019,shot,gun,30,M,W,DeLand,FL,TRUE,attack,Car,FALSE
+Theresa Medina-Thomas,4/11/2019,shot,vehicle,29,F,H,Ahwatukee,AZ,FALSE,other,Car,FALSE
+Myron Flowers,4/12/2019,shot,gun,28,M,B,Clinton,LA,FALSE,attack,Not fleeing,FALSE
+Juan Torres,4/12/2019,shot,wrench,39,M,H,Buckeye,AZ,TRUE,attack,Not fleeing,TRUE
+Luc Ciel,4/12/2019,shot,knife,54,M,A,Richmond,CA,FALSE,attack,Not fleeing,FALSE
+Augustus Combs,4/14/2019,shot,gun,27,M,W,Dalhart,TX,FALSE,other,Foot,FALSE
+Kawaski Trawick,4/14/2019,shot,knife,32,M,B,New York,NY,FALSE,other,Not fleeing,TRUE
+Clarence Leading Fighter,4/14/2019,shot,knife,32,M,N,Rushville,NE,FALSE,other,Foot,FALSE
+William Crawford,4/14/2019,shot,gun,47,M,W,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Brian Dellaann Butts,4/14/2019,shot,gun,33,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Henry Lane,4/14/2019,shot and Tasered,walking stick,42,M,N,Red Bluff,CA,TRUE,other,Foot,FALSE
+Samuel Charles Talbott,4/15/2019,shot,knife,,M,W,Pigeon Forge,TN,TRUE,other,Not fleeing,FALSE
+Tyler R. Johnson,4/16/2019,shot,knife,24,M,,Lee,NY,TRUE,other,Not fleeing,FALSE
+Chadwick Dale Martin,4/16/2019,shot,vehicle,24,M,W,Fountain Inn,SC,FALSE,attack,Car,FALSE
+Patrick West,4/16/2019,shot,sword,42,M,W,Montesano,WA,TRUE,other,Not fleeing,FALSE
+Akeen Brown,4/17/2019,shot,gun,34,M,B,Flint,MI,FALSE,attack,Not fleeing,FALSE
+"John Stewart, Jr.",4/17/2019,shot,knife,46,M,W,Pentress,WV,TRUE,attack,Foot,TRUE
+John Duane Fairbanks,4/18/2019,shot,gun,40,M,N,Coon Rapids,MN,FALSE,attack,Foot,TRUE
+Michael Allen Felch,4/18/2019,shot,gun,30,M,W,Fremont,CA,FALSE,attack,Not fleeing,TRUE
+Luiz Leizado,4/18/2019,shot,gun,42,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Soheil Antonio Mojarrad,4/20/2019,shot,knife,30,M,W,Raleigh,NC,FALSE,attack,Not fleeing,FALSE
+Carlton Steve Brooks,4/20/2019,shot,gun,63,M,W,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Anthony Jose Vega Cruz,4/20/2019,shot,vehicle,18,M,H,Wethersfield,CT,FALSE,attack,Foot,FALSE
+Sean Michael Collins,4/20/2019,shot,gun,29,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,TRUE
+Michael St. Clair,4/21/2019,shot,gun,42,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+David Flores Ramos,4/22/2019,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,,TRUE
+James Freeman,4/22/2019,shot,gun,46,M,,Watauga,TX,FALSE,attack,Not fleeing,FALSE
+Richard Allen Moench,4/22/2019,shot,gun,50,M,W,Shelby,MT,FALSE,attack,Not fleeing,FALSE
+Emory Moore,4/24/2019,shot,undetermined,29,M,W,Owingsville,KY,FALSE,attack,Car,FALSE
+Jonathan Patzel,4/24/2019,shot,knife,29,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Stanley Edward Thompson,4/25/2019,shot,gun,51,M,W,Apex,NC,FALSE,attack,,FALSE
+Blayne Erwin Morris,4/25/2019,shot,gun,23,M,,Lemoore,CA,FALSE,attack,Car,FALSE
+Max Helton,4/26/2019,shot,gun,43,M,,Clarksville,IN,TRUE,attack,Not fleeing,TRUE
+Kevin Leroy Beasley,4/26/2019,shot,rock,23,M,B,Denver,CO,TRUE,attack,Not fleeing,FALSE
+Jose Dominguez,4/28/2019,shot,gun,47,M,H,Sparks,NV,TRUE,other,Not fleeing,FALSE
+Carlos Manuel Dodero,4/28/2019,shot,gun,45,M,H,Austin,TX,TRUE,other,Not fleeing,TRUE
+Jeb Colin Brock,4/29/2019,shot,knife,42,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Alejandro Hernandez,4/29/2019,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Lawrence Bottoms,4/29/2019,shot,gun,29,M,W,Hancock County,MS,FALSE,attack,Foot,FALSE
+Shawna Widemann,4/29/2019,shot,hammer,49,F,A,Welch,WV,FALSE,other,Not fleeing,FALSE
+Isaiah Lewis,4/29/2019,shot and Tasered,unarmed,17,M,B,Edmond,OK,FALSE,attack,Foot,FALSE
+TK TK,4/30/2019,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+April Robertson,4/30/2019,shot,knife,45,F,W,Welcome,NC,FALSE,other,Not fleeing,FALSE
+TK TK,4/30/2019,shot,knife,,M,,Perris,CA,FALSE,other,Not fleeing,FALSE
+Reinaldo Gonzalez,5/1/2019,shot,knife,51,M,H,Miami,FL,FALSE,other,Not fleeing,FALSE
+Isaac Pineda,5/1/2019,shot,gun,37,M,H,Meadowlake,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,5/1/2019,shot,knife,,M,,Bruce,FL,FALSE,other,Not fleeing,FALSE
+Timothy Manuel,5/1/2019,shot,gun,28,M,W,Hiltons,VA,FALSE,attack,Foot,FALSE
+David Wayne West,5/2/2019,shot,unarmed,52,M,W,Glenwood,GA,FALSE,attack,Other,FALSE
+Robert Uhl Johnson,5/2/2019,shot,gun,76,M,,Parkville,MD,TRUE,attack,Not fleeing,TRUE
+Jorge Albert Merino,5/2/2019,shot,gun,37,M,H,Cedar Hill,TX,FALSE,other,Car,FALSE
+TK TK,5/4/2019,shot,vehicle,,M,,San Jose,CA,FALSE,attack,Car,TRUE
+Timothy Russell Majchrzak,5/4/2019,shot,gun,37,M,W,Hermantown,MN,FALSE,attack,Foot,FALSE
+Ethan Austin Murray,5/4/2019,shot,unarmed,25,M,W,Spokane,WA,TRUE,other,Foot,FALSE
+Saoun Pol,5/4/2019,shot,baseball bat,35,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jason Demarcus Larkin,5/4/2019,shot and Tasered,knife,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Herrera,5/5/2019,shot,knife,61,M,H,Angel Fire,NM,FALSE,other,Not fleeing,FALSE
+Pedro Colazo-villa,5/6/2019,shot,gun,33,M,H,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Cesar Tomix Sarmiento-Molina,5/7/2019,shot,gun,34,M,H,Milwaukee,WI,FALSE,other,Not fleeing,FALSE
+Aubrey Manning,5/7/2019,shot,gun,59,M,W,Lumberton,MS,FALSE,other,Not fleeing,FALSE
+Francisco Anthony Alcaraz,5/7/2019,shot,gun,32,M,H,Goleta,CA,FALSE,attack,Not fleeing,FALSE
+William R. Clark,5/9/2019,shot,vehicle,31,M,,Wytheville,VA,FALSE,attack,Car,FALSE
+Eddie Herrera,5/9/2019,shot,gun,49,M,H,Montebello,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Smith,5/9/2019,shot,knife,31,M,B,Seattle,WA,TRUE,attack,Not fleeing,TRUE
+Hector Lopez,5/9/2019,shot,gun,29,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Derrec Jamal Shaw,5/10/2019,shot,gun,25,M,B,Tulsa,OK,TRUE,attack,Foot,TRUE
+Sharell Brown,5/11/2019,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Fuller,5/11/2019,shot,gun,,M,B,Savannah,GA,FALSE,attack,Foot,FALSE
+Jeremy Potwin,5/11/2019,shot,gun,39,M,W,Tunbridge,VT,FALSE,attack,Not fleeing,FALSE
+Paul Mcvicker,5/11/2019,shot,gun,43,M,,Parks,AZ,FALSE,other,Car,FALSE
+Luis Quinones Rosa,5/11/2019,shot,gun,26,M,H,South Sioux City,NE,FALSE,attack,Not fleeing,FALSE
+Malik Ali Gresham,5/13/2019,shot,knife,36,M,B,Gardena,CA,FALSE,attack,Not fleeing,TRUE
+Pamela Shantay Turner,5/13/2019,shot,Taser,45,F,B,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+James Douglas Meadows,5/13/2019,shot,gun,45,M,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alex Steward Underdown,5/14/2019,shot,gun,54,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Ronny Rodriguez,5/15/2019,shot,knife,43,M,H,Tamarac,FL,FALSE,attack,,FALSE
+Ruben Houston,5/15/2019,shot,gun,,M,B,Appleton,WI,TRUE,attack,Not fleeing,TRUE
+Djuantez Anthony Mitchell,5/15/2019,shot,vehicle,30,M,B,Louisville,KY,FALSE,attack,Car,FALSE
+Michael Nieto,5/16/2019,shot,gun,,M,H,Palm Beach Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Elizabeth Harris,5/16/2019,shot,gun,58,F,W,New Boston,TX,TRUE,attack,Not fleeing,FALSE
+Luis Lomante,5/17/2019,shot,knife,39,M,H,Davie,FL,FALSE,other,Not fleeing,FALSE
+"Donald Davis, Jr.",5/17/2019,shot,gun,40,M,B,New Orleans,LA,FALSE,attack,,TRUE
+Daniel Warren,5/17/2019,shot,gun,36,M,B,Pasadena,CA,FALSE,attack,Not fleeing,TRUE
+Dion Grey Hat,5/18/2019,shot,undetermined,27,M,N,Tonalea,AZ,FALSE,undetermined,,FALSE
+Andrew Giovanni Meza,5/18/2019,shot,knife,20,M,H,Garden Grove,CA,TRUE,attack,Not fleeing,FALSE
+Robert Rabago,5/19/2019,shot,gun,17,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Esteban Martinez,5/19/2019,shot,unknown weapon,59,M,H,Huron,CA,FALSE,attack,Not fleeing,FALSE
+Lori Markham,5/19/2019,shot,gun,47,F,W,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+Ronnie Churches,5/19/2019,shot,gun,45,M,O,Miami Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Lawrence Lee Lovato,5/19/2019,shot,gun,46,M,,Trinidad,CO,FALSE,attack,Car,FALSE
+Michael Ann Godsey,5/20/2019,shot,gun,34,F,W,Blackwell,OK,FALSE,attack,Car,FALSE
+Carlos Javier Roman Santiago,5/20/2019,shot,knife,46,M,H,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Enosa Strickland,5/20/2019,shot,knife,26,M,B,Auburn,WA,FALSE,attack,Not fleeing,FALSE
+Juan Antonio Sillas,5/21/2019,shot,hammer,21,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Steven Case,5/21/2019,shot,gun,29,M,W,Auburn,ME,FALSE,attack,Not fleeing,FALSE
+Joseph M. Tedrick,5/22/2019,shot,gun,33,M,W,Ashland,WI,FALSE,other,Car,FALSE
+Christopher L. Brown,5/22/2019,shot,vehicle,32,M,,Montgomery Creek,KY,FALSE,attack,Car,FALSE
+David Marcus Reece,5/22/2019,shot,gun,47,M,W,Inman,SC,FALSE,attack,Not fleeing,FALSE
+Myles Frazier,5/22/2019,shot,gun,22,M,B,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/22/2019,shot,gun,,M,,Orange Park,FL,FALSE,attack,Not fleeing,FALSE
+Luke H. Patterson,5/23/2019,shot,unarmed,41,M,W,Montgomery,NY,FALSE,other,Not fleeing,FALSE
+Adam Michael McCoy,5/23/2019,shot,gun,28,M,W,Pearl River County,MS,TRUE,attack,Car,FALSE
+Fred Burton,5/23/2019,shot,gun,56,M,W,Wichita,KS,TRUE,attack,Not fleeing,FALSE
+Ryan Brett Thomas,5/24/2019,shot,gun,41,M,W,Indian River County,FL,FALSE,attack,Car,FALSE
+Carlvon Mayo,5/24/2019,shot,gun,35,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Hamid Ould-Rouis,5/24/2019,shot,unknown weapon,59,M,O,Fort Lauderdale,FL,FALSE,other,Other,FALSE
+Terrance Bridges,5/26/2019,shot,gun,30,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Billy Wade Webber,5/26/2019,shot,gun,48,M,,Odessa,TX,FALSE,attack,,FALSE
+Robert Sabater,5/27/2019,shot,gun,49,M,W,Wichita,KS,TRUE,attack,Foot,FALSE
+Nakia Smith,5/27/2019,shot,gun,41,M,B,Joliet,IL,FALSE,attack,Not fleeing,FALSE
+Curtis Stagger,5/28/2019,shot,gun,21,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Gerald Tremblay,5/29/2019,shot,gun,62,M,W,Wilmington,NC,TRUE,attack,Not fleeing,FALSE
+TK TK,5/30/2019,shot,gun,,F,,Ontario,CA,TRUE,other,Not fleeing,FALSE
+Crystal Danielle Ragland,5/30/2019,shot,gun,32,F,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Isaac Ray Ruiz,5/30/2019,shot,gun,22,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+Steve Huff,5/30/2019,shot,gun,58,M,W,Havre de Grace,MD,TRUE,other,Not fleeing,FALSE
+Kyle Needham,5/31/2019,shot,vehicle,32,M,W,Gorham,ME,FALSE,attack,Car,FALSE
+Jesse Sarey,5/31/2019,shot,unarmed,26,M,A,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Thomas Goodeyes Gay,6/1/2019,shot,unarmed,35,M,N,Bartlesville,OK,TRUE,undetermined,Not fleeing,FALSE
+Nikolai Landry,6/1/2019,shot,gun,27,M,W,Anderson,CA,FALSE,other,Not fleeing,FALSE
+Marcus Boles,6/1/2019,shot,knife,35,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Cody Wayne Seals,6/1/2019,shot,flashlight,38,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+Miles Hall,6/2/2019,shot,crowbar,23,M,B,Walnut Creek,CA,TRUE,attack,Not fleeing,TRUE
+David Hoal,6/3/2019,shot,gun,59,M,W,Collierville,TN,TRUE,attack,Not fleeing,FALSE
+Travis James Eckstein,6/3/2019,shot,gun,23,M,W,San Ysidro,CA,TRUE,attack,Car,FALSE
+Samuel Galberth,6/3/2019,shot,gun,43,M,B,Ardsley,NY,FALSE,attack,,FALSE
+Kevin Pudlik,6/3/2019,shot,unarmed,41,M,B,Detroit,MI,FALSE,other,Car,FALSE
+Martin Allen Goodier,6/4/2019,shot,knife,56,M,W,Davidsonville,MD,FALSE,other,Not fleeing,FALSE
+Erik Gebauer,6/4/2019,shot,gun,45,M,W,Indialantic,FL,FALSE,attack,Not fleeing,FALSE
+Fabian Rivera,6/5/2019,shot,gun,28,M,H,Bernalillo,NM,FALSE,other,Not fleeing,FALSE
+Jay Clem,6/5/2019,shot,gun,,M,W,Jonesboro,AR,TRUE,other,Not fleeing,FALSE
+Scott Hedgecock,6/5/2019,shot,knife,54,M,W,Trinity,NC,TRUE,attack,Not fleeing,FALSE
+Matthew Freeseha,6/5/2019,shot,gun,39,M,W,Escalon,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Twyman,6/6/2019,shot,unarmed,,M,B,Los Angeles,CA,FALSE,other,Car,FALSE
+Jose De Santiago Media,6/6/2019,shot,sharp object,41,M,H,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Edtwon Stamps,6/6/2019,shot,gun,27,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Harry Gipson,6/6/2019,shot,gun,70,M,W,Braxton,MS,TRUE,attack,,FALSE
+Jose Jesus Astorga,6/6/2019,shot,gun,,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Jose Salvador Meza,6/6/2019,shot,gun,35,M,H,San Gabriel,CA,FALSE,attack,Not fleeing,FALSE
+Rodnell Cotton,6/6/2019,shot,gun,26,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Zendall Noble,6/6/2019,shot,gun,58,M,W,Bonnyman,KY,FALSE,attack,Not fleeing,FALSE
+Jason Nash,6/7/2019,shot,gun,46,M,W,Bristol,TN,FALSE,other,Not fleeing,FALSE
+Bryan Bernard Wallace,6/8/2019,shot,gun,39,M,B,Clearwater,FL,FALSE,other,Not fleeing,FALSE
+Krystal Arvizu,6/8/2019,shot,ax,33,F,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+JaQuavion Slaton,6/9/2019,shot,gun,20,M,B,Fort Worth,TX,FALSE,other,Foot,FALSE
+David Wayne Downs,6/9/2019,shot,knife,38,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+William James Back,6/9/2019,shot,gun,41,M,W,Shirley,AR,FALSE,attack,Not fleeing,FALSE
+Ysidro Osornio-Velasquez,6/9/2019,shot,gun,32,M,H,Menifee,CA,FALSE,attack,Car,FALSE
+Terry Frost,6/10/2019,shot,vehicle,,M,W,Kingsport,TN,FALSE,attack,Not fleeing,FALSE
+"Vincense Williams, Jr.",6/10/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,other,Not fleeing,TRUE
+Brent Durbin-Daniel,6/10/2019,shot,gun,19,M,B,Lawton,OK,TRUE,other,Car,FALSE
+Jaquan Derrick Diijon Thompson,6/11/2019,shot,knife,27,M,B,Porteau,OK,FALSE,attack,Not fleeing,FALSE
+Eddie Humberto Segura,6/11/2019,shot,barstool,40,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Jimmy De Odell,6/11/2019,shot,unknown weapon,61,M,W,Hopkins County,TX,FALSE,other,Not fleeing,FALSE
+TK TK,6/11/2019,shot,toy weapon,56,M,,San Leandro,CA,TRUE,other,Not fleeing,FALSE
+Thomas Ray Berry,6/11/2019,shot,gun,52,M,,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Brandon Webber,6/12/2019,shot,vehicle,20,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Juan Manuel Moreno,6/12/2019,shot,unarmed,35,M,H,Farmers Branch,TX,FALSE,other,Car,FALSE
+Marquis Weems,6/13/2019,shot,vehicle,17,M,B,Rockville,MD,FALSE,attack,Car,FALSE
+Tramon Savage,6/13/2019,shot,vehicle,22,M,B,Jacksonville,AR,FALSE,attack,Car,FALSE
+TK TK,6/14/2019,shot,undetermined,,M,,Delano,CA,FALSE,undetermined,Foot,FALSE
+Michael Sheehan,6/15/2019,shot,gun,45,M,W,Belmont,NH,TRUE,other,Not fleeing,FALSE
+Mantry Norris,6/15/2019,shot,knife,20,M,B,Renton,WA,TRUE,attack,,FALSE
+Ty'Rese West,6/15/2019,shot,unknown weapon,18,M,B,Racine,WI,FALSE,other,Other,FALSE
+Jamarcus Dejun Moore,6/15/2019,shot,gun,28,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Alfredo Chino,6/15/2019,shot,knife,38,M,H,Toppenish,WA,FALSE,other,Not fleeing,FALSE
+TK TK,6/15/2019,shot,gun,,M,,Pearland,TX,FALSE,other,Not fleeing,FALSE
+Eric Jack Logan,6/16/2019,shot,knife,53,M,B,South Bend,IN,FALSE,attack,Not fleeing,FALSE
+Carlos Vale,6/16/2019,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Shawn Ray Wilson,6/16/2019,shot,gun,48,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Mark Anthony Galvan,6/17/2019,shot,vehicle,20,M,H,Brownsville,TX,FALSE,attack,Car,FALSE
+Francisco Tarin,6/17/2019,shot,gun,35,M,H,Las Cruces,NM,FALSE,attack,Car,FALSE
+Brian Isaack Clyde,6/17/2019,shot,gun,22,M,W,Dallas,TX,TRUE,attack,Foot,FALSE
+Josh Flores,6/18/2019,shot,knife,18,M,H,Centralia,WA,FALSE,other,Not fleeing,FALSE
+Michael Sheridan,6/18/2019,shot,gun,34,M,,Friendly Hills,CO,FALSE,attack,Not fleeing,FALSE
+DeWayne Watkins,6/18/2019,shot,toy weapon,74,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Juan Carlos Chapa,6/20/2019,shot,gun,33,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Eric Portillo,6/20/2019,shot,gun,38,M,,Tulsa,OK,FALSE,attack,Car,TRUE
+Dewayne Tackett,6/20/2019,shot,gun,38,M,W,Ashville,OH,FALSE,other,Car,FALSE
+Kevin Anthony Alaniz,6/22/2019,shot,gun,26,M,H,Big Sur,CA,FALSE,attack,,FALSE
+Scott William Robertson,6/22/2019,shot,gun,41,M,W,Phoenix,MD,FALSE,other,,TRUE
+Michael Spencer,6/23/2019,shot,knife,29,M,W,Springfield,OH,TRUE,attack,Foot,FALSE
+Jaymil Ellerbe,6/24/2019,shot,gun,19,M,B,Boston,MA,FALSE,attack,Car,TRUE
+Bradley Rundle,6/24/2019,shot,gun,61,M,B,Englewood,FL,FALSE,attack,Not fleeing,FALSE
+Peter Alexander Bohning,6/24/2019,shot,knife,34,M,W,Seminole,TX,FALSE,attack,Not fleeing,FALSE
+Tomas Hernandez,6/25/2019,shot,knife,35,M,H,San Antonio,TX,TRUE,other,Not fleeing,FALSE
+TK TK,6/25/2019,shot,knife,,M,,Miami,FL,FALSE,other,Not fleeing,FALSE
+Shawn D. Blowers,6/25/2019,shot,knife,43,M,W,Menasha,WI,FALSE,other,Not fleeing,FALSE
+Michael Norquest,6/26/2019,shot,sword,50,M,W,Timberville,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Collins III,6/26/2019,shot,sharp object,32,M,B,Sugarcreek,OH,FALSE,attack,Not fleeing,TRUE
+Marvin Green,6/27/2019,shot,gun,50,M,B,Springfield,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Ray Smith,6/27/2019,shot,undetermined,54,M,B,Orangeburg,SC,FALSE,undetermined,,FALSE
+Stephen D. Sloan,6/27/2019,shot,gun,35,M,W,Wolfe County,KY,FALSE,other,Not fleeing,FALSE
+Matthew Christian Smith,6/27/2019,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Paul David Rea,6/27/2019,shot,unarmed,18,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+William Aubrey Martin,6/27/2019,shot,vehicle,50,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Erik Sandoval,6/27/2019,shot,gun,41,M,H,Yucca Valley,CA,FALSE,attack,Not fleeing,FALSE
+Gene Pool,6/28/2019,shot,gun,37,M,B,Pueblo,CO,FALSE,other,Car,FALSE
+William Lamb,6/28/2019,shot,gun,76,M,W,Smyrna,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,6/28/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Car,FALSE
+Ryan Moody,6/28/2019,shot,gun,19,M,W,Pearl,MS,FALSE,attack,Not fleeing,FALSE
+Zackary Ryan Hoppe,6/28/2019,shot,gun,40,M,W,Bacliff,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,6/29/2019,shot,gun,61,M,W,Denton County,TX,FALSE,attack,,FALSE
+Jack Daniel West,6/29/2019,shot,gun,61,M,W,Lantana,TX,FALSE,attack,Not fleeing,TRUE
+Christopher Barela,7/1/2019,shot,gun,22,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+"Terry Allen ""Bubba"" Payne",7/1/2019,shot,gun,52,M,W,Pontotoc County,MS,FALSE,attack,Car,FALSE
+Aaron Hong,7/1/2019,shot,knife,23,M,A,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Ben Fields,7/1/2019,shot,knife,67,M,B,Port St. Lucie,FL,FALSE,other,Not fleeing,FALSE
+Chad Williams,7/2/2019,shot,ax,44,M,W,Bagley Township,MI,TRUE,attack,,FALSE
+Isak Abdirahman Aden,7/2/2019,shot,gun,23,M,O,Eagan,MN,FALSE,other,Foot,TRUE
+TK TK,7/2/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Robinson,7/2/2019,shot,gun,39,M,B,Elyria,OH,FALSE,attack,Car,FALSE
+Mark A. Naugle,7/3/2019,shot,hammer,53,M,W,Salem,IN,FALSE,other,Not fleeing,FALSE
+Stonechild Chiefstick,7/3/2019,shot,screwdriver,39,M,N,Poulsbo,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Pingel,7/3/2019,shot,knife,26,M,W,West Des Moines,IA,TRUE,other,Not fleeing,FALSE
+Christine Soto Venegas,7/3/2019,shot,toy weapon,38,F,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Li Xi Wang,7/3/2019,shot,unarmed,49,M,A,Chino,CA,FALSE,other,Not fleeing,TRUE
+Leonel Mendez,7/4/2019,shot,gun,34,M,H,Lakewood,CO,FALSE,attack,Foot,FALSE
+Olivio Sandoval Diaz,7/4/2019,shot and Tasered,piece of wood,47,M,H,Roswell,GA,FALSE,attack,Not fleeing,FALSE
+Jose Martinez,7/5/2019,shot,scissors,34,M,H,West Jordan,UT,FALSE,other,Foot,FALSE
+James C. Pinkston,7/5/2019,shot,gun,58,M,W,Mountain Grove,MO,FALSE,attack,Not fleeing,FALSE
+Hannah Williams,7/5/2019,shot,toy weapon,17,F,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Joshua Ortiz,7/5/2019,shot,unarmed,21,M,W,Oak View,CA,FALSE,attack,Not fleeing,FALSE
+Angel Ramos Otero,7/5/2019,shot,knife,37,M,H,Ruskin,FL,FALSE,other,Not fleeing,FALSE
+Kareem Omar Morgan,7/6/2019,shot,gun,43,M,B,Rosedale,MD,FALSE,attack,Other,FALSE
+Thomas Graham,7/7/2019,shot,knife,61,M,W,Jacksonville,AR,TRUE,attack,Not fleeing,FALSE
+Tymar Crawford,7/7/2019,shot,gun,28,M,B,Pensacola,FL,FALSE,attack,Car,FALSE
+Johnny W. Dellinger,7/7/2019,shot,gun,41,M,W,Timberville,VA,FALSE,other,Not fleeing,FALSE
+Johnny M. Vigil,7/7/2019,shot,gun,43,M,,Tularosa,NM,FALSE,attack,Not fleeing,FALSE
+Shawn Toney,7/8/2019,shot,gun,23,M,W,Brooklyn,OH,TRUE,attack,Not fleeing,FALSE
+Anthony James Gonzales,7/9/2019,shot,undetermined,36,M,H,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Sean Rambert,7/9/2019,shot,gun,23,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Grayson Schuessler,7/9/2019,shot,gun,26,M,W,Citrus Heights,CA,FALSE,attack,,FALSE
+Jason Harris,7/9/2019,shot and Tasered,knife,36,M,,Rancho Mirage,CA,FALSE,attack,Not fleeing,TRUE
+Darrell Allen,7/10/2019,shot,knife,32,M,B,Adelanto,CA,FALSE,attack,Foot,FALSE
+Dennis Edwards,7/10/2019,shot,gun,62,M,W,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Frankie Feliciano,7/11/2019,shot,knife,33,M,H,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Logan O. Johnsrud,7/11/2019,shot,knife,32,M,W,Arpin,WI,TRUE,attack,Not fleeing,FALSE
+Willem Van Spronsen,7/13/2019,shot,gun,69,M,W,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+Derek Antonio-Sanchez,7/13/2019,shot,unarmed,35,M,H,Kirkland,WA,FALSE,attack,Not fleeing,FALSE
+Brian H. Benfield,7/13/2019,shot,gun,46,M,W,Coleman,FL,FALSE,attack,Not fleeing,FALSE
+Jamahl Smith,7/13/2019,shot,knife,46,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Blige Sean Christopher Cypress,7/14/2019,shot,gun,22,M,B,Hollywood,FL,FALSE,attack,Car,FALSE
+Onaje Dickinson,7/14/2019,shot,gun,20,M,B,Penn Hills,PA,FALSE,attack,Foot,FALSE
+Dijon D. Watkins,7/14/2019,shot,gun,30,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Ashanti Pinkney,7/15/2019,shot,gun,49,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Anthony Brand,7/15/2019,shot,toy weapon,43,M,W,Salt Lake City,UT,TRUE,other,Not fleeing,TRUE
+Jose Javier Gonzalez,7/16/2019,shot,knife,52,M,H,Chino Hills,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Fischer,7/16/2019,shot,gun,62,M,,Memphis,IN,TRUE,attack,Not fleeing,FALSE
+Daryl Johannesson,7/16/2019,shot,gun,56,M,W,Porterdale,GA,FALSE,attack,Not fleeing,FALSE
+Brandon Ray Stansel,7/16/2019,shot,gun,36,M,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Kelly Danielle Brumley,7/16/2019,shot,gun,40,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Stephen Murray,7/17/2019,shot,toy weapon,52,M,B,Modesto,CA,FALSE,attack,Not fleeing,TRUE
+Mark Anson Schoggins,7/17/2019,shot,gun,35,M,W,McAlester,OK,FALSE,attack,Car,FALSE
+Roderick Wilson,7/17/2019,shot,gun,35,M,B,Birmingham,AL,FALSE,attack,Foot,FALSE
+Tony Orland Mills,7/18/2019,shot,gun,73,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Samuel Fullerton,7/18/2019,shot,gun,39,M,,Stone County,AR,FALSE,attack,,FALSE
+Patrick Martinez,7/18/2019,shot,knife,53,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Leo Brooks,7/18/2019,shot,gun,23,M,B,Metairie,LA,FALSE,other,Not fleeing,FALSE
+Makeyvion Devonte Cannon,7/18/2019,shot,gun,19,M,B,Fort Worth,TX,FALSE,attack,Not fleeing,TRUE
+Witney Rivera,7/19/2019,shot,garden tool,41,M,H,Pemberton,NJ,FALSE,other,,FALSE
+Jeffrey Bodie,7/19/2019,shot,gun,39,M,W,League City,TX,TRUE,attack,Not fleeing,FALSE
+Elisha Lucero,7/21/2019,shot,knife,28,F,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Hashim Jibiri Wilson,7/21/2019,shot,gun,28,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Shawan F. Allen,7/22/2019,shot,gun,,M,B,Wesson,MS,FALSE,attack,,FALSE
+John David Brown,7/22/2019,shot,gun,53,M,W,Ranburne,AL,TRUE,attack,Not fleeing,FALSE
+James Manzo,7/23/2019,shot,scissors,27,M,W,Asbury Park,NJ,TRUE,other,Not fleeing,FALSE
+Omari Thompson,7/23/2019,shot,gun,31,M,B,Ross Township,PA,FALSE,attack,Not fleeing,FALSE
+Joshua Vigil,7/23/2019,shot,gun,38,M,H,Colorado Springs,CO,FALSE,other,Car,FALSE
+Josef Delon Richardson,7/25/2019,shot,unarmed,38,M,B,Port Allen,LA,FALSE,undetermined,,FALSE
+Alphonso Zaporta,7/26/2019,shot,gun,41,M,H,Hartford,CT,FALSE,attack,Car,TRUE
+Todd Messner,7/26/2019,shot,gun,49,M,W,Three Springs,PA,FALSE,attack,Not fleeing,FALSE
+Donald Williams Allamong,7/26/2019,shot,gun,56,M,W,Sun City,SC,TRUE,other,Not fleeing,FALSE
+TK TK,7/27/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Adalberto Wolmar Rodriguez,7/28/2019,shot,gun,62,M,H,Boyton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Larry Pettiford,7/28/2019,shot,gun,69,M,,Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/29/2019,shot,gun,,M,,Houston,TX,FALSE,other,Car,FALSE
+Lane Christopher Martin,7/30/2019,shot,ax,31,M,W,Portland,OR,FALSE,attack,,FALSE
+Donald Lee Joseph,7/31/2019,shot,unknown weapon,37,M,W,Roy,UT,FALSE,other,,FALSE
+Jose Baca-Olivares,7/31/2019,shot,gun,,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Troy Petersen,7/31/2019,shot,gun,28,M,W,Council Bluffs,IA,FALSE,attack,Car,FALSE
+Robert Schneider,7/31/2019,shot,gun,46,M,,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Jerry Reeves,7/31/2019,shot,gun,42,M,,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Mauris Nishanga DeSilva,7/31/2019,shot and Tasered,knife,46,M,A,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamaal Simpson,8/1/2019,shot,gun,21,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Andre Leach,8/1/2019,shot,gun,27,M,,Allentown,PA,FALSE,attack,Not fleeing,FALSE
+Margarita Victoria Brooks,8/1/2019,shot,unarmed,30,F,W,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Eric Toon,8/1/2019,shot,gun,36,M,W,Charleston,WV,FALSE,attack,Other,FALSE
+David Willoughby,8/1/2019,shot,vehicle,54,M,,Jackson County,KY,FALSE,attack,Car,FALSE
+Lenny Blaine Griffin,8/1/2019,shot,knife,48,M,W,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Delano Williams,8/2/2019,shot,gun,55,M,,Charlottte,NC,TRUE,attack,Not fleeing,FALSE
+Mario Benjamin,8/2/2019,shot,gun,34,M,B,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Deshon Downing,8/2/2019,shot,gun,45,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+De'Von Bailey,8/3/2019,shot,gun,19,M,B,Colorado Springs,CO,FALSE,other,Foot,TRUE
+Oscar Ventura-Gonzalez,8/3/2019,shot,gun,32,M,H,Revere,MA,FALSE,attack,Car,FALSE
+John Clark,8/3/2019,shot,gun,35,M,,Safety Harbor,FL,FALSE,attack,Car,FALSE
+Cortney Ronald Staley,8/3/2019,shot,gun,32,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+Aigon Andrew Wallace,8/3/2019,shot,knife,25,M,,Loganville,GA,FALSE,attack,Foot,FALSE
+Connor Betts,8/4/2019,shot,gun,24,M,W,Dayton,OH,TRUE,attack,Not fleeing,FALSE
+Robert Clay Wilsford,8/4/2019,shot,gun,65,M,W,Hanceville,AL,TRUE,attack,Not fleeing,FALSE
+Riche Antonio Santiago,8/5/2019,shot,gun,29,M,H,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+James Lee Kirkwood,8/5/2019,shot,knife,49,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Marvin Alexis Urbina,8/5/2019,shot,vehicle,19,M,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Derrick Davidson,8/5/2019,shot,gun,56,M,W,Lowell,AR,TRUE,undetermined,Not fleeing,FALSE
+Kaizen Crossen,8/5/2019,shot,gun,39,M,B,Irvington,NJ,FALSE,attack,Not fleeing,FALSE
+William Biggs,8/5/2019,shot,gun,43,M,W,Pocahontas County,WV,FALSE,attack,Car,FALSE
+Allan George,8/5/2019,shot,gun,57,M,W,Rifle,CO,TRUE,other,Foot,FALSE
+Donald Babbit,8/6/2019,shot,gun,49,M,W,Shaler Township,PA,FALSE,attack,Not fleeing,FALSE
+Detravian Allison,8/7/2019,shot,gun,18,M,B,Longview,TX,FALSE,attack,Not fleeing,FALSE
+Toussaint Diamon Sims,8/8/2019,shot,gun,27,M,B,Moss Point,MS,FALSE,attack,Foot,TRUE
+Kevin Jenkins,8/8/2019,shot,gun,52,M,,Leitchfield,KY,TRUE,attack,Not fleeing,FALSE
+TK TK,8/9/2019,shot,knife,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Jason Xavier Salas,8/9/2019,shot,machete,52,M,H,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Jose Mendez,8/9/2019,shot,gun and vehicle,37,M,H,Kansas City,MO,FALSE,attack,Foot,FALSE
+Mark Johnson,8/9/2019,shot,toy weapon,62,M,,Montpelier,VT,TRUE,attack,Not fleeing,FALSE
+Manuel Charles Carter,8/10/2019,shot,knife,57,M,,Bradley County,TN,FALSE,attack,Not fleeing,FALSE
+Freddrick Andrews Hadden,8/10/2019,shot,gun,45,M,W,Augusta,GA,FALSE,attack,Car,FALSE
+John Michael George,8/11/2019,shot,gun,46,M,,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Aaron Luther,8/12/2019,shot,gun,49,M,W,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Scott Souders,8/12/2019,shot,gun,38,M,W,Chetopa,KS,FALSE,attack,Not fleeing,FALSE
+David Ingle,8/13/2019,shot,unarmed,31,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Jerry Orlando Weaver,8/13/2019,shot,gun,51,M,B,Clinton,TN,TRUE,attack,Not fleeing,FALSE
+Anthony Wayne French,8/13/2019,shot,gun,,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Roy Pearson,8/13/2019,shot,gun,51,M,B,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Cole Steele Jessup,8/13/2019,shot,vehicle,20,M,W,Ramseur,NC,FALSE,attack,Car,FALSE
+Thomas Michael Reynolds,8/14/2019,shot,gun,37,M,,Belton,SC,FALSE,other,Not fleeing,FALSE
+William Lloyd Jones,8/14/2019,shot,gun,49,M,,Formosa,AR,FALSE,attack,Not fleeing,FALSE
+Jamie Fernandez,8/15/2019,shot,gun,31,F,,Denver,CO,FALSE,attack,Foot,FALSE
+Jovany Mercado-Bedolla,8/16/2019,shot,knife,26,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+TK TK,8/16/2019,shot,gun,,M,,Spokane Valley,WA,FALSE,attack,Car,FALSE
+Rashad Cunningham,8/17/2019,shot,gun,25,M,B,Gary,IN,FALSE,undetermined,Not fleeing,FALSE
+Uzzle Jerome,8/17/2019,shot,gun,,M,B,Newport News,VA,FALSE,attack,Car,FALSE
+Mike Parsley,8/17/2019,shot,gun,62,M,W,Springville,IN,FALSE,attack,Not fleeing,FALSE
+Schaston Theodore Lamarr Hodge,8/17/2019,shot,gun,27,M,B,Dallas,TX,FALSE,attack,Car,TRUE
+Roberto Rene Gabriel,8/18/2019,shot,gun,33,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jared R. Nelson,8/18/2019,shot,sharp object,38,M,,Caledonia,WI,FALSE,attack,Not fleeing,FALSE
+Michael Lopez,8/19/2019,shot,gun,69,M,,Las Vegas,NV,FALSE,attack,Car,FALSE
+Carlos Torres,8/19/2019,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+TK TK,8/19/2019,shot,vehicle,,M,,Fullerton,CA,FALSE,attack,Car,TRUE
+Amari Malone,8/21/2019,shot,gun,18,M,B,Fort Worth,TX,FALSE,attack,Foot,TRUE
+James Crowe,8/21/2019,shot,unknown weapon,27,M,W,Nicholasville,KY,FALSE,undetermined,Not fleeing,FALSE
+TK TK,8/21/2019,shot,undetermined,50,M,H,Stanton,CA,FALSE,undetermined,,FALSE
+TK TK,8/21/2019,shot,gun,54,M,,North Aurora,IL,TRUE,attack,Not fleeing,FALSE
+Roger Schafer,8/22/2019,shot,toy weapon,57,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/22/2019,shot,undetermined,,M,,Westminster,CA,FALSE,other,Car,FALSE
+Michael Tuck,8/22/2019,shot,Taser,29,M,B,Dayton,OH,FALSE,attack,Foot,FALSE
+Riley Eugene Peay,8/22/2019,shot,unarmed,39,M,W,Glennville,GA,FALSE,attack,Not fleeing,FALSE
+Roberto Mata,8/22/2019,shot,gun,46,M,,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Chad Michael Breinholt,8/23/2019,shot,unarmed,31,M,W,West Valley City,UT,FALSE,other,Not fleeing,TRUE
+Larry Leonard Lowry,8/23/2019,shot,knife,34,M,W,Cottage Grove,OR,FALSE,other,Not fleeing,FALSE
+Dennis Carolino,8/24/2019,shot,shovel,52,M,H,El Cerrito,CA,TRUE,attack,Not fleeing,TRUE
+Channara Tom Pheap,8/26/2019,shot,unarmed,33,M,B,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,8/26/2019,shot,gun,,M,,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Raymond Lewis Williams,8/27/2019,shot,gun,37,M,B,Helena,AR,FALSE,attack,,FALSE
+Bobby Ray Moore,8/27/2019,shot,gun,67,M,,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Keith Carter,8/27/2019,shot,gun,52,M,B,Baton Rouge,LA,TRUE,attack,Car,FALSE
+Wallace Wilder,8/28/2019,shot,knife,62,M,B,Gordo,AL,TRUE,other,,FALSE
+Tyrone Domingo Banks,8/28/2019,shot,gun and car,30,M,B,Baltimore,MD,FALSE,attack,Car,FALSE
+Jeremy Connolly,8/28/2019,shot,knife,28,M,W,Salina,KS,FALSE,other,Not fleeing,FALSE
+Randall Gamboa,8/29/2019,shot,gun,16,M,,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,Jamaica,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Rene Enrique Ruiz,8/30/2019,shot,gun and vehicle,51,M,H,Tolleson,AZ,FALSE,attack,Other,FALSE
+Ricardo Hylton,8/30/2019,shot,gun,35,M,,Wilmington,DE,FALSE,attack,Not fleeing,FALSE
+Terry Tillman,8/31/2019,shot,gun,23,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+TK TK,8/31/2019,shot,gun,,M,,Wake County,NC,FALSE,attack,Foot,FALSE
+Kobe Heisler,8/31/2019,shot,hammer,23,M,,Brooklyn Center,MN,FALSE,other,Not fleeing,TRUE
+Shawn Fondren,8/31/2019,shot,vehicle,47,M,,Florence,MS,FALSE,other,Car,FALSE
+Seth Aaron Ator,8/31/2019,shot,gun,36,M,W,Odessa,TX,TRUE,attack,Car,FALSE
+Juan Carlos Macias,8/31/2019,shot,gun,37,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Robert Desjarlais,9/1/2019,shot,vehicle,49,M,W,Sand Springs,OK,FALSE,attack,Car,TRUE
+Sidney J. Holst,9/1/2019,shot,gun,49,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+TK TK,9/2/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Steven Cole Gill,9/2/2019,shot,grenade,35,M,W,Missoula,MT,TRUE,attack,Not fleeing,FALSE
+Tommy Luke Hranicky,9/2/2019,shot,knife,17,M,W,Kerrville,TX,FALSE,other,Not fleeing,FALSE
+Robert Anderson,9/2/2019,shot,undetermined,43,M,,Silver Springs,NV,FALSE,attack,Not fleeing,FALSE
+Attillio Gilmartin,9/3/2019,shot,gun,30,M,W,Bluff City,TN,FALSE,attack,Car,FALSE
+Eduard Alexis Lopez-Ucles,9/3/2019,shot,vehicle,34,M,H,Kaukauna,WI,FALSE,other,Car,FALSE
+Terry Pierce,9/3/2019,shot,vehicle,46,M,W,Van Wert,OH,TRUE,other,Car,FALSE
+Fares J. Al-Samno,9/4/2019,shot,knife,29,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Kenneth Lawson,9/4/2019,shot,knife,62,M,,Victorville,CA,TRUE,other,Not fleeing,FALSE
+Michael E. Robbins,9/4/2019,shot,gun,53,M,,Rigby,ID,FALSE,attack,Not fleeing,FALSE
+Cortez Shepherd,9/5/2019,shot,gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Sam Burt,9/5/2019,shot,gun,65,M,,LaGrange,GA,FALSE,attack,Not fleeing,FALSE
+John Carras,9/5/2019,shot,unarmed,43,M,W,East Hartford,CT,FALSE,attack,Not fleeing,FALSE
+Vondarrow Dewayne Fisher,9/6/2019,shot,gun,42,M,B,Glendora,CA,FALSE,other,Foot,FALSE
+Brian Quinones,9/7/2019,shot,knife,30,M,H,Richfield,MN,TRUE,other,Car,FALSE
+TK TK,9/7/2019,shot,knife,,M,,Nacogdoches,TX,FALSE,other,Not fleeing,FALSE
+Christopher Johnson,9/8/2019,shot,gun,51,M,,Longview,WA,TRUE,attack,Not fleeing,FALSE
+Bennie Branch,9/8/2019,shot,toy weapon,24,M,B,Tacoma,WA,FALSE,undetermined,Foot,FALSE
+Quentin Broadus,9/9/2019,shot,gun,27,M,B,Oklahoma City,OK,FALSE,attack,Other,TRUE
+Kristopher Fitzpatrick,9/9/2019,shot,gun,41,M,W,Aberdeen,WA,FALSE,attack,Foot,FALSE
+Hector Miranda,9/9/2019,shot,gun and knife,47,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Bobby Ray Duckworth,9/10/2019,shot,knife,26,M,B,Wellington,UT,TRUE,other,Not fleeing,TRUE
+Caleb Daniel Peterson,9/11/2019,shot,gun,20,M,W,Burlington,IA,FALSE,attack,Foot,FALSE
+Tasjon Tyreek Osbourne,9/11/2019,shot,gun,18,M,B,Columbus,OH,FALSE,other,Car,FALSE
+TK TK,9/12/2019,shot,gun,,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Allen Cates,9/12/2019,shot,undetermined,29,M,W,Independence,MO,FALSE,attack,,FALSE
+Alvaro Duran Venegas,9/12/2019,shot,piece of wood,35,M,H,Santa Clarita,CA,FALSE,attack,Not fleeing,FALSE
+Robert E. Domine,9/13/2019,shot,gun,77,M,W,Loyal,WI,FALSE,attack,Not fleeing,FALSE
+TK TK,9/13/2019,shot,gun,25,M,,Bracketville,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas Walker,9/14/2019,shot,toy weapon,31,M,B,Arlington,TX,TRUE,attack,Not fleeing,TRUE
+Melvin Watkins,9/14/2019,shot,unarmed,54,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,FALSE
+Jose Orona,9/14/2019,shot,gun,33,M,H,Plainview,TX,TRUE,attack,Not fleeing,FALSE
+James Hilton Glaze,9/14/2019,shot,gun,76,M,W,Ooltewah,TN,TRUE,attack,Not fleeing,FALSE
+Brian Dryer,9/15/2019,shot,knife,28,M,W,Oklahoma City,OK,TRUE,attack,Not fleeing,TRUE
+Ronald Davis,9/15/2019,shot,knife,31,M,B,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+TK TK,9/15/2019,shot,gun,,M,,Katy,TX,FALSE,attack,Foot,FALSE
+Eric Carter,9/16/2019,shot,gun,53,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Jeffrey Michael Gibble,9/16/2019,shot,gun,33,M,W,Elizabethon,TN,FALSE,attack,Foot,FALSE
+Kristopher Adams,9/16/2019,shot,gun,37,M,W,Sanger,TX,FALSE,attack,Foot,FALSE
+TK TK,9/16/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Foot,FALSE
+Gay Ellen Plack,9/17/2019,shot,hatchet,57,F,W,Richmond,VA,TRUE,attack,Not fleeing,TRUE
+TK TK,9/17/2019,shot,vehicle,,M,,Milton,FL,FALSE,attack,Car,FALSE
+Brian Rodden,9/17/2019,shot,samurai sword,36,M,W,Oceanside,NY,TRUE,attack,Not fleeing,FALSE
+Gregory Edwards,9/17/2019,shot and Tasered,gun,39,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Scott Gabriel Spangler,9/18/2019,shot,gun,43,M,W,Salem,OR,FALSE,attack,Not fleeing,FALSE
+Gabriel Rouse,9/18/2019,shot,gun,44,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Willie Hudson,9/18/2019,shot,gun,33,M,B,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Shawn Stevens,9/18/2019,shot and Tasered,knife,49,M,B,Wilkinsburg,PA,FALSE,attack,Not fleeing,FALSE
+Jordan Michael Griffin,9/19/2019,shot,pellet gun,18,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+John Emory Sawyer,9/19/2019,shot,unknown weapon,74,M,,Soddy Daisy,TN,TRUE,other,Not fleeing,FALSE
+Adam Paul English,9/20/2019,shot,gun,21,M,W,Gainesville,GA,TRUE,attack,Not fleeing,TRUE
+Scott Johnson,9/20/2019,shot,gun,57,M,W,Lakewood,CO,FALSE,attack,Not fleeing,FALSE
+Jeffrey Peterson,9/21/2019,shot,gun,29,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Anderson Antelope,9/21/2019,shot,knife,58,M,N,Riverton,WY,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2019,shot,gun,74,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Raymond Hernandez,9/23/2019,shot,gun,63,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jeffery Tyler Aycock,9/23/2019,shot,gun,28,M,W,Floyd County,GA,FALSE,attack,Foot,FALSE
+Charles Nation,9/23/2019,shot,unknown weapon,31,M,,Lowell,AR,FALSE,other,Not fleeing,FALSE
+Jarod Lee Smith,9/24/2019,shot,gun,41,M,,Huntington,WV,FALSE,attack,Not fleeing,FALSE
+Haywood Cannon,9/24/2019,shot,gun,67,M,W,Richlands,NC,FALSE,attack,Car,FALSE
+Ronald Michael McCrary,9/24/2019,shot,knife,63,M,,Sanford,NC,FALSE,other,,FALSE
+Daryl Strickland,9/25/2019,shot,gun,64,M,W,Hartsville,SC,FALSE,attack,Not fleeing,FALSE
+Kevin Dudenhefer,9/25/2019,shot and Tasered,gun,32,M,W,Lacombe,LA,TRUE,attack,Not fleeing,FALSE
+Leonard Shand,9/26/2019,shot,knife,49,M,B,Hyattsville,MD,FALSE,attack,Not fleeing,FALSE
+Chad Willis Huggins,9/26/2019,shot,gun,28,M,W,Lexington County,SC,FALSE,attack,Other,FALSE
+TK TK,9/26/2019,shot,vehicle,,M,,La Habra,CA,FALSE,attack,Car,FALSE
+TK TK,9/26/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Jamaal Ramone Taylor,9/28/2019,shot,knife,31,M,B,Baltimore,MD,FALSE,attack,Foot,FALSE
+TK TK,9/28/2019,shot,gun,,M,,Boston,MA,FALSE,attack,Foot,FALSE
+David Page,9/29/2019,shot,toy weapon,20,M,W,Monument,CO,TRUE,attack,Not fleeing,FALSE
+Richard Cabrera,9/29/2019,shot,gun,38,M,,Miami,FL,FALSE,attack,,FALSE
+Antonio Williams,9/29/2019,shot,gun,27,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Angela Louise Perkins,9/29/2019,shot,vehicle,38,F,W,Cotter,MO,FALSE,attack,Car,FALSE
+Dewayne Morgan,9/29/2019,shot and Tasered,unarmed,37,M,W,Longview,TX,FALSE,attack,Foot,FALSE
+Anthony Watkins,9/30/2019,shot,gun and car,36,M,W,Yucca Valley,CA,FALSE,attack,Car,FALSE
+Raphael Michael Torres,9/30/2019,shot and Tasered,knife,35,M,H,Gainesville,GA,FALSE,other,Foot,FALSE
+Jack Thomas Naylor,10/1/2019,shot,gun,50,M,W,Drennen,WV,FALSE,attack,Not fleeing,FALSE
+Roy Tucker,10/1/2019,shot,gun,75,M,W,Elkton,KY,FALSE,attack,Not fleeing,FALSE
+Joseph Jesk,10/1/2019,shot,BB gun and vehicle,32,M,W,Bridgeview,IL,FALSE,attack,Foot,FALSE
+Christopher G. Louras,10/1/2019,shot,gun,34,M,W,Rutland,VT,FALSE,attack,Car,FALSE
+Ronald Audette,10/3/2019,shot,gun,61,M,,Grovetown,GA,TRUE,attack,Not fleeing,FALSE
+Michael John,10/3/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Bruce William Clark,10/4/2019,shot,wasp spray,37,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Massey,10/5/2019,shot,air pistol,33,M,W,Carrollton,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,10/6/2019,shot,Airsoft pistol,55,M,,Herald,CA,FALSE,other,Not fleeing,FALSE
+Bradley Arning,10/6/2019,shot,gun,42,M,,Maryland Heights,MO,FALSE,attack,Not fleeing,FALSE
+Antonio Vasquez,10/6/2019,shot,knife,37,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Maurice Holley,10/6/2019,shot,gun,55,M,B,Sacramento,CA,FALSE,other,Not fleeing,TRUE
+Joshua Chase Conner,10/7/2019,shot,knife,31,M,W,Kountze,TX,FALSE,other,Not fleeing,FALSE
+Bobby Lee Vaughn,10/7/2019,shot,gun,54,M,W,Tahlequah,OK,TRUE,attack,Not fleeing,TRUE
+Crederick Joseph,10/8/2019,shot,baton,37,M,B,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Cimino,10/8/2019,shot,vehicle,48,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Zachary Aldrige Hall,10/8/2019,shot,vehicle,28,M,W,Layton,UT,FALSE,attack,Car,FALSE
+Leo Craig,10/9/2019,shot,gun,31,M,B,Oklahoma City,OK,FALSE,attack,,TRUE
+Michael Uccello,10/10/2019,shot,vehicle,48,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Norbert Beyet,10/10/2019,shot,gun,58,M,W,Farmington,NM,FALSE,attack,Not fleeing,TRUE
+David Doyle,10/11/2019,shot,gun,56,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Matthew Abrams,10/11/2019,shot,gun,40,M,,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+Sayven Lane Rowland,10/11/2019,shot,gun,19,M,W,Pittsburg,OK,FALSE,attack,Other,FALSE
+Atatiana Jefferson,10/12/2019,shot,unarmed,28,F,B,Fort Worth,TX,FALSE,other,Not fleeing,TRUE
+Matthew Graham,10/12/2019,shot,gun,32,M,,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Sawandi Asad Toussaint,10/12/2019,shot,gun,21,M,B,El Monte,CA,FALSE,attack,Foot,FALSE
+Fernando Mora,10/12/2019,shot,machete,57,M,H,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Levy Isacc Madueno Santibanez,10/13/2019,shot,gun,17,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Emilio Mojica,10/13/2019,shot,baseball bat,22,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Jose Eduardo Flores,10/13/2019,shot,gun,26,M,H,Buckeye,AZ,FALSE,attack,,FALSE
+TK TK,10/14/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Whitfield,10/14/2019,shot,unarmed,31,M,B,Ethel,LA,TRUE,undetermined,Foot,FALSE
+Victor Jarvis,10/14/2019,shot,gun,61,M,B,High Point,NC,FALSE,attack,Not fleeing,FALSE
+Bonny Thomas,10/14/2019,shot,knife,54,F,W,Athens,GA,FALSE,attack,Not fleeing,TRUE
+Dennis Patrick,10/15/2019,shot,gun,28,M,W,Jamestown,NC,TRUE,attack,Not fleeing,FALSE
+Cameron Ely,10/15/2019,shot,unarmed,30,M,W,Hope Ranch,CA,FALSE,other,Not fleeing,FALSE
+Nasheem Prioleau,10/15/2019,shot,gun,30,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+David James Bamber,10/15/2019,shot,gun,28,M,W,Wendell,ID,FALSE,other,Car,FALSE
+Akinyia Malik Jerome Gray,10/15/2019,shot,gun,26,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Chase Andrew Austin,10/16/2019,shot,gun,28,M,W,Roanoke,VA,FALSE,attack,Other,FALSE
+Lazzeri James Frazier,10/16/2019,shot,gun,21,M,B,Sherman Oaks,CA,FALSE,other,Not fleeing,FALSE
+Allan Feliz,10/17/2019,shot,vehicle,31,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Marcus Hartsfield,10/17/2019,shot,straight edge razor,27,M,W,Oakridge,OR,FALSE,other,Not fleeing,FALSE
+Christopher DeQuan Crosby,10/17/2019,shot,gun,34,M,B,Warren,AR,FALSE,attack,Car,FALSE
+Cameron Bennett,10/17/2019,shot,gun and vehicle,22,M,B,Fayette,MS,FALSE,attack,Car,FALSE
+David Sanders,10/18/2019,shot,vehicle,46,M,,St. Joseph County,MI,FALSE,attack,Not fleeing,FALSE
+Malachi Crane,10/18/2019,shot,gun,29,M,W,Idaho Falls,ID,TRUE,attack,Not fleeing,FALSE
+Charles Tsakiris,10/18/2019,shot,knife,38,M,W,Farmingdale,NJ,FALSE,attack,Not fleeing,FALSE
+McLemore Ronald,10/19/2019,shot,baseball bat and knife,51,M,W,Leesburg,FL,TRUE,other,Not fleeing,FALSE
+Ricky Leonard Harris,10/19/2019,shot,gun,61,M,,Easley,SC,FALSE,attack,Not fleeing,FALSE
+Terry Countryman,10/19/2019,shot,gun and vehicle,34,M,W,Palestine,TX,FALSE,attack,Other,FALSE
+Steven Day,10/20/2019,shot,gun,30,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Amber Lea Dewitt,10/20/2019,shot,toy weapon,33,F,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Joseph Bernhard-Williams Kisar,10/21/2019,shot,gun,21,M,W,Trotwood,OH,FALSE,attack,Car,FALSE
+Jason Livegood,10/21/2019,shot,gun,39,M,W,Hillsboro,OR,FALSE,attack,Not fleeing,FALSE
+Claudia Nadia Rodriguez,10/21/2019,shot,gun,37,F,H,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Adam Martinez,10/21/2019,shot and Tasered,gun,36,M,,Denver,CO,FALSE,attack,Car,FALSE
+Dominador Araquel Rabot,10/22/2019,shot,sharp object,55,M,,Carson,CA,FALSE,other,Not fleeing,FALSE
+Jordan Wade Waldrop,10/23/2019,shot,gun,34,M,W,Sweetwater,TX,FALSE,attack,Not fleeing,FALSE
+Matthew Wayne Sutton,10/23/2019,shot,vehicle,47,M,W,El Paso,TX,FALSE,attack,Car,FALSE
+David W. Shafer,10/23/2019,shot,gun,61,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Victor Hernandez,10/23/2019,shot,gun,29,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Vincent Michael Smith,10/23/2019,shot,gun,29,M,W,Huntington,IN,TRUE,attack,Foot,FALSE
+Delfon Kinney,10/23/2019,shot,gun,44,M,B,Long Beach,CA,FALSE,attack,Not fleeing,TRUE
+Michael Babcock,10/24/2019,shot,gun,53,M,W,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Anthony Viadeo,10/25/2019,shot,toy weapon,31,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Shannon Gail Rupert,10/25/2019,shot,scissors,45,F,W,Bossier City,LA,FALSE,other,Not fleeing,FALSE
+Anthony John Michael Zapier,10/25/2019,shot,vehicle,19,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Clayton Andrews,10/25/2019,shot,gun,40,M,W,Kansas,OK,FALSE,attack,Not fleeing,FALSE
+Kwesi Ashun,10/25/2019,shot,chair,33,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,10/25/2019,shot,gun,,M,,Albuquerque,NM,FALSE,other,Car,FALSE
+Matthew James Fleming,10/25/2019,shot,unknown weapon,,M,,Dalton,GA,FALSE,other,Not fleeing,FALSE
+Nan Zhao,10/26/2019,shot,gun,45,M,A,Athens,GA,FALSE,attack,Foot,TRUE
+TK TK,10/26/2019,shot,baseball bat,,M,,Imperial County,CA,FALSE,other,Foot,FALSE
+Clayton Andrews,10/26/2019,shot,gun,40,M,W,Creek County,OK,TRUE,attack,Car,FALSE
+Johnathan Wayne Slattery,10/26/2019,shot and Tasered,gun,27,M,W,Walloon Lake,MI,TRUE,attack,Not fleeing,FALSE
+Dean Thomas,10/27/2019,shot,gun,63,M,W,Madison,WI,FALSE,attack,Not fleeing,FALSE
+Luis Arreguin-Lara,10/27/2019,shot,gun,50,M,H,Tulsa,OK,FALSE,attack,Not fleeing,TRUE
+Earnest Easterling,10/27/2019,shot,gun,25,M,B,Carmichael,CA,FALSE,attack,Not fleeing,FALSE
+Dana Sherrod Fletcher,10/27/2019,shot and Tasered,gun,39,M,B,Madison,AL,FALSE,attack,Not fleeing,FALSE
+Arturo Moreno,10/27/2019,shot and Tasered,crowbar,42,M,H,Porterville,CA,TRUE,attack,Not fleeing,FALSE
+Terry W. Chanley,10/28/2019,shot,hammer,25,M,W,Evansville,IN,FALSE,attack,Not fleeing,TRUE
+John Feggins,10/30/2019,shot,gun,24,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Pinkerman,10/30/2019,shot,gun,,M,W,Ona,WV,FALSE,attack,Not fleeing,FALSE
+Wilmer Spikes,10/30/2019,shot,knife,67,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Billy Kongphouthakhoun,10/30/2019,shot,gun,,M,A,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Myers,10/30/2019,shot,ax,62,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Danny James Hall,10/31/2019,shot,gun,34,M,W,Bascom,FL,FALSE,attack,Car,FALSE
+Francis Calonge,10/31/2019,shot,toy weapon,33,M,W,San Jose,CA,TRUE,attack,Not fleeing,TRUE
+Edward Roe,10/31/2019,shot,gun,56,M,W,Pearson,GA,FALSE,attack,Not fleeing,FALSE
+Benjamin Diaz,11/1/2019,shot,sharp object,22,M,H,Alamogordo,NM,FALSE,attack,Car,FALSE
+Anthony Pena,11/1/2019,shot,gun,46,M,H,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Luis Morales-Camacho,11/1/2019,shot,gun,41,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Luis Fino Nabarrette,11/1/2019,shot,gun,38,M,H,Odessa,TX,FALSE,attack,Car,FALSE
+Benjamin Diaz,11/1/2019,shot,box cutter,22,M,H,Alamogordo,NM,FALSE,attack,Not fleeing,FALSE
+John Hale,11/2/2019,shot,undetermined,42,M,W,Dexter,KY,FALSE,attack,,FALSE
+Michael Kifer,11/2/2019,shot and Tasered,sword,29,M,W,Vero Beach,FL,FALSE,attack,Not fleeing,FALSE
+Curtis French,11/3/2019,shot,knife,56,M,W,Parkland,WA,TRUE,other,Not fleeing,TRUE
+Michael Austin,11/3/2019,shot,gun,32,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,11/4/2019,shot,gun,,M,,Sunland Park,NM,FALSE,attack,Foot,FALSE
+Matthew Rasmussen,11/4/2019,shot,sharp object,31,M,W,Glendale,AZ,TRUE,attack,Not fleeing,TRUE
+Daniel M. Munoz,11/4/2019,shot,gun,21,M,H,Las Cruces,NM,FALSE,attack,,FALSE
+Nash Fiske,11/4/2019,shot,gun,31,M,W,Two Rivers,WI,FALSE,other,Not fleeing,FALSE
+Maurice Brown,11/5/2019,shot,gun,48,M,B,East Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jay P. Messer,11/5/2019,shot,gun,58,M,W,Pettis County,MO,FALSE,attack,Not fleeing,FALSE
+Michael Lee Nguyen,11/5/2019,shot,gun,32,M,A,Leon,WI,FALSE,other,Not fleeing,FALSE
+Christopher Alan Noe,11/5/2019,shot and Tasered,knife,45,M,W,Willis,TX,FALSE,other,Car,FALSE
+Eddie Ray Maxwell,11/6/2019,shot,gun,37,M,B,Tahlequah,OK,FALSE,attack,Not fleeing,FALSE
+Corben Hunter Jones,11/6/2019,shot,undetermined,20,M,W,Henryetta,OK,FALSE,undetermined,,FALSE
+Raul Casas Campo,11/6/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,,FALSE
+Treva Smutherman,11/6/2019,shot,gun,31,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Guy Thomas Barnard,11/7/2019,shot,BB gun,26,M,W,Wadsworth,OH,FALSE,attack,,FALSE
+Shelby Gazaway,11/7/2019,shot,gun,32,M,B,Louisville,KY,FALSE,attack,,FALSE
+Gerald Newton Allen,11/7/2019,shot,gun,66,M,W,Conyers,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Mills,11/7/2019,shot,gun,37,M,W,Ashtabula Township,OH,FALSE,other,Not fleeing,FALSE
+Ray Correll,11/8/2019,shot,gun,38,M,W,Lincolnton,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Roberts,11/9/2019,shot,gun,29,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Ryan D. Hemmingson,11/9/2019,shot,knife,44,M,W,Everett,WA,TRUE,other,Not fleeing,FALSE
+Daniel Thomas Childers,11/9/2019,shot and Tasered,knife,28,M,W,Union County,SC,FALSE,other,Not fleeing,FALSE
+John Luce,11/11/2019,shot,gun,22,M,W,Lakewood,CO,FALSE,other,Foot,FALSE
+Tammy Pierce,11/11/2019,shot,gun,59,F,W,Loveland,CO,FALSE,attack,Not fleeing,FALSE
+James Aubrey,11/11/2019,shot,gun,56,M,,Cedar City,UT,FALSE,attack,Not fleeing,FALSE
+Sidney Alexis Renew,11/11/2019,shot,vehicle,20,F,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Justin Anderson,11/12/2019,shot,gun,39,M,W,Oklahoma City,OK,FALSE,attack,,FALSE
+Michael Kahalehoe,11/12/2019,shot,vehicle and gun,30,M,O,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Roy McAllister,11/13/2019,shot,gun,27,M,B,Wilson,NC,FALSE,attack,Foot,FALSE
+Chris Ervie,11/13/2019,shot,knife,,M,W,Mandarin,FL,TRUE,undetermined,Not fleeing,TRUE
+Omar Enrique Garcia,11/13/2019,shot,sword,37,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Kennith Waynon Hooker,11/14/2019,shot,screwdriver,52,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Michael  A. Jolly,11/14/2019,shot,gun,35,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Treon McCoy,11/15/2019,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,11/15/2019,shot,gun,,M,,Westborough,MA,FALSE,other,Not fleeing,FALSE
+Mark Sheppard,11/15/2019,shot,gun,27,M,B,Cleveland,OH,FALSE,other,Foot,FALSE
+TK TK,11/16/2019,shot,unknown weapon,,M,,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+Garrett Ryberg,11/16/2019,shot,gun,27,M,W,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Sikon,11/16/2019,shot,unarmed,41,M,W,Alliance,OH,FALSE,attack,Foot,FALSE
+Dante Redmond Jones,11/18/2019,shot,gun,28,M,B,Franklin County,WA,FALSE,attack,Car,FALSE
+Cody McClintick,11/18/2019,shot,gun,26,M,W,Kansas City,MO,FALSE,attack,,FALSE
+Joel Avery,11/19/2019,shot,gun,,M,W,Horn Lake,MS,FALSE,other,Not fleeing,FALSE
+Alex Flores,11/19/2019,shot,knife,34,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jacob Cato,11/19/2019,shot,gun,34,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Luis A. Cardona,11/19/2019,shot,gun,38,M,H,West Kewaunee,WI,FALSE,attack,,FALSE
+Christopher Terrell Willis,11/19/2019,shot,gun,32,M,B,Des Plaines,IL,FALSE,attack,Not fleeing,FALSE
+Raul Antonio Menjivar Saabedra,11/19/2019,shot and Tasered,knife,50,M,H,Preston,ID,FALSE,other,Not fleeing,FALSE
+Paul Cheek,11/20/2019,shot,knife,55,M,W,Dahlonega,GA,FALSE,other,Not fleeing,FALSE
+William Harris,11/20/2019,shot,gun,51,M,W,Hampton,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Simeus,11/20/2019,shot,gun,18,M,B,Henderson,NV,FALSE,attack,,TRUE
+Jessica Ann Beedles,11/20/2019,shot,gun,42,F,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Anthony Chilcott,11/22/2019,shot,vehicle,36,M,W,Black Diamond,WA,FALSE,attack,Not fleeing,FALSE
+Lance Edward Smith,11/22/2019,shot,gun,37,M,B,Elizabethtown,NC,FALSE,attack,Not fleeing,FALSE
+Ariane Lamont McCree,11/23/2019,shot,gun,28,M,B,Chester,SC,FALSE,attack,Foot,TRUE
+Estevon Cruz,11/23/2019,shot,toy weapon,24,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Steven Forrest Saucier,11/24/2019,shot,gun,34,M,W,Gaines Township,MI,FALSE,attack,Not fleeing,FALSE
+Nathaniel Pinnock,11/25/2019,shot,vehicle and machete,22,M,B,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jason Quincey Niccum,11/25/2019,shot,gun,42,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Eric Sopp,11/26/2019,shot,ice pick,48,M,W,Sparks,MD,TRUE,attack,Car,TRUE
+Hollis Lewis,11/26/2019,shot,gun,51,M,W,Greeneville,TN,FALSE,attack,Not fleeing,TRUE
+Micduff Lamarco Robinson,11/27/2019,shot,sword,40,M,B,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Jeremy Pelican,11/28/2019,shot,gun,34,M,W,Barton County,MO,FALSE,other,Car,FALSE
+Derrick Everett,11/28/2019,shot,gun,30,M,B,Tampa,FL,FALSE,attack,Other,FALSE
+Nicholas Cantelmi,11/28/2019,shot,gun and vehicle,31,M,W,Jim Thorpe,PA,FALSE,attack,Other,FALSE
+Raymond Lee,11/29/2019,shot,toy weapon,54,M,W,Modesto,CA,FALSE,attack,,TRUE
+TK TK,11/29/2019,shot,gun,46,M,,Lewes,DE,TRUE,attack,Not fleeing,FALSE
+Kenneth Layton,11/29/2019,shot,gun,60,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+Keith Alan Bruce,11/29/2019,shot,gun,40,M,W,Watkins,CO,FALSE,attack,Car,FALSE
+TK TK,11/29/2019,shot,undetermined,,M,W,Eatonville,WA,FALSE,other,Car,FALSE
+Eliborio Rodriguez,11/30/2019,shot,unarmed,40,M,H,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Anthony Rosso,12/1/2019,shot,gun,68,M,W,Secaucus,NJ,FALSE,attack,,FALSE
+Jimmie Phillips,12/1/2019,shot,gun,68,M,B,Morrow,GA,FALSE,attack,Not fleeing,FALSE
+Donald James Eversen,12/1/2019,shot,knife,60,M,W,Concord,CA,FALSE,attack,Not fleeing,TRUE
+Yemerson Melendez,12/1/2019,shot,gun and vehicle,16,M,H,Fort Pierce,FL,FALSE,attack,Other,FALSE
+Steven Kerr,12/1/2019,shot,vehicle,25,M,W,Plant City,FL,FALSE,attack,Car,FALSE
+Jordan Oliver,12/1/2019,shot and Tasered,"car, knife and mace",20,M,W,Hanover Township,PA,FALSE,attack,Car,FALSE
+Jerric Harris,12/2/2019,shot,gun,21,M,B,Daytona Beach,FL,FALSE,attack,Foot,TRUE
+Dai Phuoc Nguyen,12/2/2019,shot,knife,38,M,A,Los Angeles,CA,FALSE,other,,FALSE
+Michael Dean,12/2/2019,shot,unarmed,28,M,B,Temple,TX,FALSE,undetermined,Not fleeing,FALSE
+Neil Chiago,12/2/2019,shot,gun,18,M,N,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Thomas Cole Thompson,12/3/2019,shot,gun,,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Cameron Lamb,12/3/2019,shot,gun,26,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Miguel Russo,12/3/2019,shot,gun,31,M,B,Syracuse,NY,FALSE,attack,Not fleeing,TRUE
+Alvern Donnell Walker,12/5/2019,shot,gun,58,M,B,Avon,CO,FALSE,attack,Car,FALSE
+Demetrius Williams,12/5/2019,shot,vehicle,31,M,B,Marshall,TX,FALSE,attack,Foot,FALSE
+Lamar Alexander,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Ronnie Jerome Hill,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Chad James Green,12/5/2019,shot,gun,41,M,W,San Bernardino,CA,FALSE,other,Foot,FALSE
+Hunter Steven James Lowry,12/6/2019,shot,gun,23,M,W,Westminster,CO,FALSE,other,,FALSE
+Dominick Matt,12/6/2019,shot,gun,17,M,B,Bentonville,AR,FALSE,other,Not fleeing,FALSE
+London T. Phillips,12/7/2019,shot,gun,35,M,W,Fayetteville,AR,FALSE,attack,Not fleeing,FALSE
+Mark Richard Coleman,12/7/2019,shot,gun,65,M,W,Nokomis,FL,TRUE,attack,Not fleeing,FALSE
+Koben S. Henriksen,12/8/2019,shot,knife,51,M,W,Portland,OR,TRUE,other,Not fleeing,FALSE
+Antonio Nichols,12/9/2019,shot,gun,47,M,B,St. Helena Parish,LA,FALSE,other,Not fleeing,FALSE
+Robert Allen Elfgen,12/10/2019,shot,gun,42,M,W,Fort Madison,IA,FALSE,other,,FALSE
+Mauro Carrillo,12/10/2019,shot,baseball bat,42,M,H,Hesperia,CA,FALSE,attack,Not fleeing,FALSE
+Kreed Cornell Bateman,12/10/2019,shot,gun,31,M,B,Andrews,SC,FALSE,attack,,FALSE
+Montay Steven Penning,12/10/2019,shot,gun,23,M,B,Beloit,WI,FALSE,other,Car,FALSE
+Francine Graham,12/10/2019,shot,gun,50,F,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+David N. Anderson,12/10/2019,shot,gun,47,M,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+Terrence Edward White,12/10/2019,shot,gun,66,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Daniel E. Condon,12/10/2019,shot and Tasered,hatchet,55,M,W,Arietta,NY,TRUE,attack,,FALSE
+Delos P. Lowe,12/11/2019,shot,gun,68,M,W,Nelson Township,PA,TRUE,attack,Not fleeing,FALSE
+Matthew Jonathan Krupar,12/11/2019,shot,unarmed,31,M,W,League City,TX,FALSE,attack,Not fleeing,FALSE
+Cortez Bufford,12/12/2019,shot,gun,24,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+Cade Humphrey,12/12/2019,shot,knife,30,M,W,Washita County,OK,FALSE,attack,Car,FALSE
+Taveonte Art Emmanuel,12/12/2019,shot,gun,34,M,B,Anaheim,CA,FALSE,other,Not fleeing,TRUE
+Bradley Cutchens,12/12/2019,shot,gun,23,M,W,Ozark,AL,TRUE,attack,Not fleeing,FALSE
+Anthony Tovar,12/12/2019,shot,toy weapon,43,M,W,Renton,WA,FALSE,other,Not fleeing,FALSE
+Romello Barnes,12/12/2019,shot,knife,22,M,B,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Erik Lee,12/12/2019,shot and Tasered,knife,43,M,,Orange,CA,TRUE,other,Not fleeing,TRUE
+Jamee Christopher Deonte Johnson,12/14/2019,shot,gun and car,22,M,B,Jacksonville,FL,FALSE,attack,Car,TRUE
+Victor A. Parsons,12/14/2019,shot,gun,42,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Louis Patrick Veal,12/14/2019,shot,gun,65,M,B,Redford Township,MI,FALSE,attack,Not fleeing,FALSE
+Alejandro Betancourt-Mendoza,12/14/2019,shot,knife,18,M,H,Pasco,WA,FALSE,attack,Not fleeing,FALSE
+Kean Walker,12/15/2019,shot,gun,23,M,W,Milwaukee,WI,FALSE,attack,Car,FALSE
+Chiasher Fong Vue,12/15/2019,shot,gun,52,M,A,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Mohammad Jamal Isaifan,12/15/2019,shot,gun,40,M,O,Akron,OH,TRUE,other,Foot,FALSE
+Mario Alberto Torres,12/15/2019,shot,gun,27,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dustin Spencer,12/16/2019,shot,gun,34,M,O,Kalihi,HI,FALSE,attack,Foot,FALSE
+Jorge Serrano,12/16/2019,shot,gun,25,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Bernie Rascon,12/16/2019,shot,undetermined,28,M,H,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Kyle Horton,12/17/2019,shot,gun,,M,W,Wilmington,NC,FALSE,attack,Not fleeing,FALSE
+Clyde Jacob Sullivan,12/17/2019,shot,gun,27,M,W,Fort Walton Beach,FL,FALSE,attack,Car,FALSE
+Ricky Lee Gardipee,12/17/2019,shot,gun,41,M,W,Great Falls,MT,FALSE,attack,Foot,FALSE
+Paul Jarvis,12/17/2019,shot,gun,63,M,,El Paso,TX,FALSE,attack,,FALSE
+Dana Brown,12/17/2019,shot and Tasered,knife,27,M,O,Honolulu,HI,FALSE,attack,,TRUE
+Tyler Hall,12/18/2019,shot,gun,29,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Gary Wayne Madewell,12/19/2019,shot,knife,38,M,W,Smith County,TN,FALSE,other,,FALSE
+Christopher Gray,12/19/2019,shot,knife,29,M,W,Davis,CA,TRUE,attack,Not fleeing,TRUE
+Jason Elliot Waterhouse,12/19/2019,shot,unknown weapon,47,M,W,Lakewood,CO,TRUE,attack,Not fleeing,FALSE
+Kentrey Marquis Witherspoon,12/19/2019,shot,gun,28,M,B,Lenoir,NC,FALSE,attack,Foot,FALSE
+Jayson Arron Colvin,12/19/2019,shot,gun,38,M,W,Eustis,FL,FALSE,attack,Foot,FALSE
+Emanuel Johnson,12/19/2019,shot and Tasered,gun,21,M,B,Brentwood,NY,FALSE,attack,Foot,FALSE
+John Resetar,12/20/2019,shot,gun,44,M,W,Randolph County,IN,FALSE,attack,Not fleeing,FALSE
+Steven DeWayne Haizlip,12/20/2019,shot,gun,61,M,B,Winston-Salem,NC,FALSE,attack,Not fleeing,FALSE
+Mohamed Ahemed Al-Hashemi,12/20/2019,shot and Tasered,Taser,25,M,B,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Mark Stoddard,12/21/2019,shot,gun,40,M,W,Emery County,UT,FALSE,attack,Car,FALSE
+Marc Denver Thompson,12/21/2019,shot,shovel,26,M,W,Carroll County,GA,FALSE,attack,Foot,FALSE
+Michael DeCastro,12/21/2019,shot,knife,57,M,W,Ithaca,NY,FALSE,attack,Not fleeing,FALSE
+Brian Lee Mullen,12/21/2019,shot,gun,57,M,W,Evansville,IN,TRUE,other,Not fleeing,FALSE
+Romir Talley,12/22/2019,shot,gun,24,M,B,Wilkinsburg,PA,FALSE,attack,Foot,FALSE
+Jesse Adams,12/22/2019,shot,gun,34,M,,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Kenneth Collins,12/22/2019,shot,unknown weapon,46,M,B,Hattiesburg,MS,FALSE,other,Other,FALSE
+Richard Ruiz,12/23/2019,shot,gun and vehicle,38,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Austin Chase Swindle,12/23/2019,shot,gun,24,M,W,Bryant,AR,TRUE,attack,Not fleeing,FALSE
+Macario Hernandez,12/23/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Harvey Cantrell,12/24/2019,shot,gun,65,M,W,Deltona,FL,TRUE,attack,Not fleeing,TRUE
+Elray Barber,12/24/2019,shot,gun,60,M,B,Oklahoma City,OK,FALSE,attack,Car,FALSE
+David A. White,12/24/2019,shot,gun,56,M,,Springfield,MO,FALSE,other,Not fleeing,FALSE
+Lori Jean Canada,12/25/2019,shot,gun,59,F,W,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Deangelo Rashad Martin,12/25/2019,shot,vehicle,23,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Antonio Smith,12/26/2019,shot,unknown weapon,35,M,B,Memphis,TN,FALSE,other,,FALSE
+Juan Rosa,12/26/2019,shot,gun,35,M,H,Auburndale,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Camacho,12/27/2019,shot,gun and knife,16,M,H,Limerick,ME,FALSE,other,,FALSE
+John Lowell Dollen,12/27/2019,shot,gun,,M,W,Linthicum,MD,TRUE,attack,Not fleeing,FALSE
+Frederick Jeremy Atkin,12/27/2019,shot,undetermined,42,M,W,South Ogden,UT,FALSE,undetermined,Car,FALSE
+Henry Kistler Berry,12/27/2019,shot and Tasered,Taser,43,M,W,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Albert Benjamin Simon,12/28/2019,shot,gun,52,M,W,Houston,TX,FALSE,other,Foot,FALSE
+A.B. Carr,12/28/2019,shot,unknown weapon,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Heriberto Rodriguez,12/28/2019,shot,unknown weapon,27,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Troy Kirk,12/28/2019,shot,knife,31,M,W,Lancaster,OH,TRUE,attack,Not fleeing,TRUE
+Craig Ellis See,12/28/2019,shot,knife,34,M,W,Clearlake Oaks,CA,FALSE,attack,Foot,FALSE
+John Bott,12/29/2019,shot,gun,76,M,,DeSoto County,MS,TRUE,attack,,FALSE
+Patrick Alden,12/29/2019,shot,gun,29,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Kelly Michael Stephens,12/29/2019,shot,chain,34,M,W,Juneau,AK,FALSE,other,Not fleeing,FALSE
+Manuel Gonzales Verdugo,12/29/2019,shot,knife,,M,H,El Centro,CA,FALSE,other,Not fleeing,FALSE
+TK TK,12/30/2019,shot,gun,18,M,B,Houston,TX,FALSE,attack,Other,FALSE
+Debra D. Arbuckle,12/30/2019,shot,vehicle,51,F,W,Wichita,KS,FALSE,attack,Car,FALSE
+Cody McCaulou,12/30/2019,shot,vehicle,25,M,W,Fulton,MO,FALSE,attack,Car,FALSE
+Eric M. Tellez,12/31/2019,shot,knife,28,M,W,Globe,AZ,FALSE,other,Not fleeing,FALSE
+Frederick Perkins,12/31/2019,shot,vehicle,37,M,B,Chesterfield,MO,FALSE,attack,Car,FALSE
+Dedrick Thomas,12/31/2019,shot,gun,,M,B,Forrest City,AR,FALSE,attack,,FALSE
+Malik Williams,12/31/2019,shot,gun,23,M,B,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Terry Hudson,12/31/2019,shot,gun,57,M,B,Omaha,NE,FALSE,attack,Not fleeing,TRUE
+Michael Vincent Davis,12/31/2019,shot,gun,49,M,W,Cross Lanes,WV,FALSE,attack,Foot,FALSE
+Derrick A. Elseth,1/1/2020,shot,gun,24,M,W,Richmond County,VA,FALSE,other,Not fleeing,FALSE
+Teddy James Maverick Varner,1/1/2020,shot,gun,29,M,,Central Point,OR,TRUE,attack,Not fleeing,TRUE
+Gerardo Antonio Conchas-Bustas,1/1/2020,shot,knife,20,M,O,Denver,CO,FALSE,attack,Not fleeing,TRUE
+Gabriel Strickland,1/1/2020,shot and Tasered,toy weapon,25,M,W,Grass Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jeffery Dale Millsap,1/2/2020,shot,gun,26,M,W,Holt,MO,FALSE,attack,Car,FALSE
+Stanley Hayes,1/2/2020,shot,gun,69,M,,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Jamari Daiwon Tarver,1/2/2020,shot,vehicle,26,M,B,North Las Vegas,NV,FALSE,attack,Car,TRUE
+Troy Sullenger,1/2/2020,shot,gun,41,M,W,Murrieta,CA,FALSE,attack,Car,TRUE
+Mariano Ocon,1/2/2020,shot,gun,31,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Gregory,1/2/2020,shot and Tasered,knife,30,M,H,Ansonia,CT,FALSE,attack,Not fleeing,TRUE
+Tyree Davis,1/4/2020,shot and Tasered,knife,25,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+George Dison,1/5/2020,shot,gun,57,M,W,Elkmont,AL,FALSE,attack,Not fleeing,FALSE
+Kwamae Jones,1/5/2020,shot,gun,17,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Brandon D. Roberts,1/5/2020,shot,knife,27,M,B,Milford,DE,TRUE,other,Not fleeing,FALSE
+Drew Nichols Wallas-Flores,1/5/2020,shot,gun,30,M,H,Lubbock,TX,FALSE,attack,Foot,FALSE
+Miciah Lee,1/5/2020,shot,gun,18,M,B,Sparks,NV,TRUE,other,Car,FALSE
+Samuel Lanham,1/5/2020,shot and Tasered,knife,50,M,W,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Troy Chase Caster,1/6/2020,shot,gun,21,M,W,Asheboro,NC,FALSE,attack,Car,FALSE
+Xavier Jaime Rovie,1/6/2020,shot,gun,28,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Orlando Abeyta,1/6/2020,shot,gun,28,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Nico Descheenie,1/6/2020,shot,gun,25,M,,Aurora,CO,FALSE,other,Car,FALSE
+Dallas Pearce,1/6/2020,shot,toy weapon,33,M,A,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Daniel Duane Jensen,1/7/2020,shot,gun,59,M,W,North Pole,AK,FALSE,attack,Not fleeing,FALSE
+Dustin M. Eaton,1/8/2020,shot,gun,34,M,W,Bismarck,MO,FALSE,attack,Not fleeing,FALSE
+Madison Adams,1/8/2020,shot,gun,27,M,,Nipton,CA,TRUE,attack,Car,FALSE
+Earl Facey,1/9/2020,shot,gun,37,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Cody Carnes,1/9/2020,shot,gun,30,M,W,Bismarck,ND,TRUE,attack,Not fleeing,FALSE
+Joshua Franklin Roberts,1/9/2020,shot,gun,41,M,,Powatan Point,OH,FALSE,other,Car,FALSE
+Claude Fain,1/9/2020,shot,gun,47,M,B,Philadelphia,PA,TRUE,attack,Not fleeing,FALSE
+Bernie Wade Johnson,1/9/2020,shot and Tasered,hammer,34,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Ruiz,1/10/2020,shot,vehicle,24,M,H,Muscoy,CA,FALSE,attack,Car,FALSE
+Clando Anitok,1/10/2020,shot and Tasered,unarmed,25,M,A,Spokane,WA,FALSE,other,Car,FALSE
+Eric Reynolds,1/11/2020,shot,unknown weapon,,M,W,Glenwood Springs,CO,FALSE,other,Car,FALSE
+Henry Isaac Jones,1/11/2020,shot,gun,47,M,B,Bainbridge,GA,FALSE,attack,Not fleeing,FALSE
+Ryan O. Simms,1/11/2020,shot and Tasered,knife,49,M,B,Miami Beach,FL,FALSE,attack,,FALSE
+Victor Valencia,1/12/2020,shot,toy weapon,31,M,H,Los Angeles,CA,TRUE,attack,,FALSE
+Brad Stirewalt,1/12/2020,shot,gun,47,M,W,Carthage,MO,FALSE,attack,Car,FALSE
+Thomas Charles Snyder,1/12/2020,shot,gun,52,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Keenan McCain,1/13/2020,shot,gun,29,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Randy Glen Goodale,1/13/2020,shot,vehicle,45,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Eliezer Perez,1/14/2020,shot,knife,51,M,H,The Villages,FL,FALSE,attack,Not fleeing,FALSE
+Renard Antonio Daniels,1/15/2020,shot,knife,55,M,B,Cocoa,FL,FALSE,attack,Not fleeing,TRUE
+Frank Cogar,1/15/2020,shot,gun,35,M,W,Missoula,MT,FALSE,other,Not fleeing,FALSE
+Landwell Vance McCall,1/15/2020,shot,gun,50,M,W,Fleetwood,NC,FALSE,attack,Not fleeing,FALSE
+Aaron Phillips,1/15/2020,shot,gun,31,M,W,Mulberry,FL,FALSE,other,Not fleeing,FALSE
+Albert Lee Hughes,1/15/2020,shot and Tasered,chair,47,M,B,Lawrenceville,GA,FALSE,attack,Not fleeing,FALSE
+Jack Bolinger,1/16/2020,shot,gun,35,M,W,Wausau,WI,FALSE,attack,,FALSE
+Owen Barton,1/16/2020,shot,gun,66,M,W,Yerington,NV,FALSE,other,Not fleeing,FALSE
+Murbarak Soulemane,1/16/2020,shot and Tasered,knife,19,M,B,West Haven,CT,FALSE,other,Car,TRUE
+Samuel David Mallard,1/17/2020,shot,undetermined,19,M,B,Powder Springs,GA,FALSE,undetermined,Car,FALSE
+Dustin Alexander Nealis,1/19/2020,shot,unknown weapon,43,M,W,Sebring,FL,FALSE,undetermined,Not fleeing,FALSE
+Edward Gendron,1/20/2020,shot,gun,57,M,W,Waterbury,CT,FALSE,attack,Not fleeing,FALSE
+Miguel Mercado Segura,1/20/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Jonathan David Messare,1/20/2020,shot,machete,41,M,W,Sedona,AZ,FALSE,other,Not fleeing,FALSE
+Dustin Furr,1/20/2020,shot,gun,39,M,W,Lafayette,IN,FALSE,other,Not fleeing,FALSE
+Anthony Langley,1/21/2020,shot,gun,24,M,W,Atkins,AR,FALSE,attack,Foot,FALSE
+Reginald Leon Boston,1/21/2020,shot,gun,20,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Rory Behling,1/21/2020,shot,gun,32,M,W,Fox Crossing,WI,FALSE,other,Not fleeing,FALSE
+Miguel Mercado Segura,1/21/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Darius J. Tarver,1/21/2020,shot and Tasered,meat cleaver,22,M,B,Denton,TX,TRUE,attack,Not fleeing,FALSE
+Sok Chin Son,1/21/2020,shot and Tasered,knife,60,M,A,Lacey,WA,FALSE,attack,Not fleeing,FALSE
+Jon Phillip Bryant,1/22/2020,shot,knife,40,M,W,Arvada,CO,FALSE,other,Not fleeing,FALSE
+Armando Moreno Garcia,1/22/2020,shot,gun,37,M,H,Mesa,AZ,FALSE,attack,,FALSE
+Adam Ray Hernandez,1/22/2020,shot,undetermined,34,M,W,Moore,OK,FALSE,other,Car,FALSE
+Deandre Lee Seaborough-Patterson,1/23/2020,shot,gun,22,M,B,Savannah,GA,FALSE,other,Foot,FALSE
+James Lewis Mathis,1/23/2020,shot,knife,30,M,W,Paris,TX,FALSE,other,,FALSE
+Gage Scott Southard,1/23/2020,shot,gun,26,M,W,Wasilla,AK,FALSE,attack,Car,FALSE
+Marquis Golden,1/23/2020,shot,gun,29,M,B,St. Petersburg,FL,FALSE,attack,Car,FALSE
+Andrew Smyrna,1/23/2020,shot,vehicle,32,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Michael Rivera,1/23/2020,shot,vehicle,32,M,B,Bloomingdale,NJ,FALSE,attack,Car,FALSE
+Scott Joseph Weber,1/24/2020,shot,gun,27,M,W,San Angelo,TX,FALSE,attack,Other,FALSE
+Toby Diller,1/24/2020,shot,gun,31,M,H,Oak Park,CA,FALSE,attack,Foot,TRUE
+Rebecca Angel Alexander,1/24/2020,shot,gun,35,F,W,Coden,AL,TRUE,attack,Not fleeing,FALSE
+D'ovion Semaj Perkins,1/25/2020,shot,gun,19,M,B,Aurora,CO,FALSE,other,Car,FALSE
+Joshua James Brown,1/25/2020,shot,gun,34,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Kevin Alan Smallman,1/27/2020,shot,vehicle,32,M,W,Chandler,AZ,FALSE,attack,Car,FALSE
+William Howard Green,1/27/2020,shot,unarmed,43,M,B,Temple Hills,MD,FALSE,attack,Not fleeing,FALSE
+Aaron T. Booker,1/27/2020,shot,gun,22,M,B,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+John Francis Tippett,1/27/2020,shot,gun,43,M,W,Lexington Park,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Greenleaf,1/28/2020,shot,knife,27,M,W,Scottsdale,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Cocio,1/28/2020,shot,gun,39,M,H,Tuscson,AZ,FALSE,attack,Not fleeing,FALSE
+Jonathan Bentley,1/28/2020,shot,vehicle,37,M,W,Shelby Gap,KY,FALSE,attack,Not fleeing,FALSE
+Jaquyn Oneill Light,1/29/2020,shot,undetermined,20,M,B,Graham,NC,FALSE,undetermined,Foot,FALSE
+Clint Stevens,1/29/2020,shot,gun,34,M,W,Deposit,NY,TRUE,attack,Not fleeing,FALSE
+Justin Leman,1/29/2020,shot,gun,32,M,W,Kasilof,AK,FALSE,attack,Foot,FALSE
+Chad Nicolia,1/30/2020,shot,gun,41,M,,Hockingport,OH,FALSE,attack,Not fleeing,FALSE
+Abdirahman Salad,1/30/2020,shot,gun,15,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Keith Dutree Collins,1/30/2020,shot,toy weapon,52,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Richard Davis,1/30/2020,shot,gun,29,M,,Kansas City,MO,FALSE,attack,Foot,FALSE
+Leonard Parker,2/1/2020,shot,vehicle,53,M,B,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Vincent Conti,2/1/2020,shot,gun,24,M,W,Spring Hill,FL,FALSE,attack,Not fleeing,FALSE
+Ronnell Mouzon,2/1/2020,shot,gun,41,M,B,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Alvin Cole,2/2/2020,shot,gun,17,M,B,Wauwatosa,WI,FALSE,attack,Foot,FALSE
+Jason Gora,2/2/2020,shot,vehicle and gun,44,M,W,Minot,ME,FALSE,attack,Foot,FALSE
+Chris Cadotte,2/2/2020,shot,knife,63,M,,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Marc Dominic Neal,2/3/2020,shot,gun,56,M,B,Millcreek,UT,FALSE,other,Not fleeing,FALSE
+Darius Tarver,2/4/2020,shot,meat cleaver,23,M,B,Denton,TX,FALSE,other,Not fleeing,FALSE
+Shawn Michael Taylor,2/4/2020,shot,gun,32,M,W,Allen,OK,FALSE,attack,Foot,FALSE
+Dominique Antwon Anderson,2/4/2020,shot,machete,26,M,B,Home Garden,CA,FALSE,attack,Not fleeing,FALSE
+Thomas Barbosa,2/4/2020,shot,knife,41,M,W,Ono,CA,TRUE,other,Car,FALSE
+Daniel Murillo,2/5/2020,shot,knife,56,M,W,Washoe,NV,FALSE,other,Not fleeing,FALSE
+Gaston A. Nava-Saucedo,2/5/2020,shot,vehicle,33,M,H,Topeka,KS,FALSE,attack,Car,FALSE
+Sean Patrick Constance,2/6/2020,shot,gun,37,M,W,Port Charlotte,FL,FALSE,attack,Car,FALSE
+Juston Root,2/7/2020,shot,gun,41,M,W,Brookline,MA,TRUE,attack,Car,FALSE
+Michael Collins,2/7/2020,shot,knife,38,M,W,Sapulpa,OK,TRUE,other,Not fleeing,FALSE
+Joshua Downing,2/7/2020,shot,gun,32,M,,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Douglas Harold Hart,2/8/2020,shot,gun,67,M,W,Vestavia Hills,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,2/8/2020,shot,gun,,M,,Cuba,MO,FALSE,attack,Not fleeing,FALSE
+Gordon Whitaker,2/9/2020,shot,gun,45,M,W,Kennewick,WA,FALSE,attack,Foot,FALSE
+Erik Robinson,2/9/2020,shot,knife,23,M,,Orange County,FL,FALSE,other,Not fleeing,FALSE
+Zane Blaisdell,2/9/2020,shot,knife,48,M,W,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Jeremy Grayson,2/9/2020,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Leatherwood,2/9/2020,shot,gun,47,M,W,Byron,GA,FALSE,attack,Not fleeing,FALSE
+Bobby Gibbs,2/10/2020,shot,gun,40,M,B,Forrest City,AR,FALSE,attack,Not fleeing,FALSE
+Jeremy Todd Baham,2/10/2020,shot,gun,40,M,W,Lafayette,LA,FALSE,other,Not fleeing,FALSE
+Thomas Ray Chamblee,2/10/2020,shot,gun,34,M,W,Albertville,AL,FALSE,attack,Other,TRUE
+Hans Alejandro Huitz,2/12/2020,shot,gun,51,M,N,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Michael Marullo,2/12/2020,shot,gun,33,M,W,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Jeremey Fox,2/12/2020,shot,undetermined,42,M,,Bossier City,LA,FALSE,other,Not fleeing,TRUE
+Dakota Lee Chlarson,2/13/2020,shot,scissors,25,M,N,Dickinson,ND,FALSE,attack,Not fleeing,FALSE
+Brian Francis Filion,2/13/2020,shot,gun,41,M,W,Salt Lake City,UT,FALSE,other,Foot,FALSE
+Aaron Marcos Valdez,2/13/2020,shot,gun,19,M,H,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Abel Lopez-Lopez,2/13/2020,shot,undetermined,37,M,,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+William Bluestone,2/14/2020,shot,gun,21,M,H,Silverton,OR,FALSE,other,Not fleeing,TRUE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,other,Car,FALSE
+David Kent Heeke,2/14/2020,shot,gun,63,M,W,Commerce City,CO,TRUE,other,Car,FALSE
+Christopher Gutierrez,2/14/2020,shot,knife,,M,H,Rialto,CA,FALSE,other,Not fleeing,FALSE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,attack,Car,FALSE
+Daelyn Polu,2/15/2020,shot,gun,16,M,A,Achorage,AK,FALSE,attack,Not fleeing,FALSE
+Thomas Murray,2/16/2020,shot,vehicle,31,M,W,Newbury,MA,FALSE,attack,Car,FALSE
+Kerry Michael Bounsom,2/16/2020,shot,gun,33,M,A,Long Beach,CA,FALSE,attack,Foot,FALSE
+Rudy Arenas,2/16/2020,shot,gun,40,M,H,Poinciana,FL,FALSE,attack,Car,FALSE
+Brandon Lewis,2/16/2020,shot,gun,34,M,W,Harrison County,IN,FALSE,attack,Car,FALSE
+Travis Mullins,2/17/2020,shot,gun,29,M,W,Greenville,TN,FALSE,attack,Not fleeing,FALSE
+Jeremy Dewey,2/17/2020,shot,gun,27,M,N,Pinetop,AZ,FALSE,attack,Not fleeing,FALSE
+Kevin Adolphe,2/18/2020,shot,gun,23,M,B,Orlando,FL,FALSE,other,Foot,FALSE
+Alex Francisco Vazquez,2/19/2020,shot,gun,38,M,H,Red Bluff,CA,FALSE,attack,Not fleeing,FALSE
+Joseph Jewell,2/20/2020,shot,gun,17,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+John Daniel Dixon,2/20/2020,shot,gun,75,M,W,DeKalb County,GA,FALSE,other,Not fleeing,FALSE
+John James Monahan,2/21/2020,shot,gun,26,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Manuel Arebalo,2/21/2020,shot,sharp object,40,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,gun,,M,,Old Mines,MO,TRUE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,unarmed,,F,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rodrigo Ivan Aguirre,2/22/2020,shot,gun,36,M,H,Deming,NM,FALSE,attack,Other,FALSE
+Boyce Melvin Thayer,2/23/2020,shot,gun,83,M,,Jamestown,NC,FALSE,attack,Not fleeing,FALSE
+Lucas Alvarado,2/24/2020,shot,gun,27,M,W,Milwaukee,WI,FALSE,other,Foot,FALSE
+Print Zutavern,2/24/2020,shot,gun,28,M,W,Arnold,NE,TRUE,other,Not fleeing,FALSE
+Stephen O'Brien,2/24/2020,shot,unarmed,20,M,W,Floresville,TX,TRUE,other,Not fleeing,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Sumter County,SC,FALSE,attack,Not fleeing,FALSE
+Kenneth Sashington,2/25/2020,shot,gun,38,M,B,Tuscumbia,AL,FALSE,attack,Foot,FALSE
+SanJuan Migayle Thomas,2/25/2020,shot,gun,39,M,,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Matthew Felix,2/25/2020,shot,vehicle,19,M,,New York,NY,FALSE,attack,Car,FALSE
+Neal Stuart Nevada,2/25/2020,shot,knife,23,M,,Pocatello,ID,FALSE,other,Car,FALSE
+Dylan Olmeda,2/25/2020,shot,gun,16,M,W,Georgetown,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,2/25/2020,shot,undetermined,,M,,Brea,CA,FALSE,undetermined,,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Dalzell,SC,FALSE,attack,Not fleeing,FALSE
+David William Irving,2/26/2020,shot,undetermined,35,M,,Kansas City,MO,FALSE,undetermined,,FALSE
+Justin Lee Stackhouse,2/26/2020,shot,vehicle,30,M,B,Bradenton,FL,FALSE,attack,Car,FALSE
+Ramiro Carrasco,2/26/2020,shot,gun,30,M,H,Greeley,CO,FALSE,other,Not fleeing,FALSE
+James Thomson,2/26/2020,shot,gun,30,M,W,Tahlequah,OK,FALSE,attack,Car,FALSE
+William Resto,2/26/2020,shot,knife,54,M,,Sylvania Township,OH,FALSE,other,Not fleeing,FALSE
+TK TK,2/26/2020,shot,unarmed,,M,,Garden Grove,CA,FALSE,attack,,TRUE
+Kent Richard Kruger,2/27/2020,shot,gun,36,M,W,Lakeville,MN,TRUE,attack,Not fleeing,FALSE
+Joshua David Hernandez Lord,2/27/2020,shot,knife,33,M,W,Clarkdale,AZ,FALSE,other,,FALSE
+Dorgel Cisnero-Mesa,2/27/2020,shot,gun,39,M,H,Jacksonville,FL,TRUE,attack,,FALSE
+Jose L. Rivera,2/28/2020,shot,gun,22,M,H,Moses Lake,WA,FALSE,attack,Other,FALSE
+Anthony Taylor,2/29/2020,shot,gun,49,M,B,Milwaukee,WI,FALSE,other,,FALSE
+Richard Rodriguez,2/29/2020,shot,gun,45,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Douris,2/29/2020,shot,knife,45,M,W,Henderson,NV,FALSE,other,Not fleeing,FALSE
+Joshua Russell,3/1/2020,shot,gun,30,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Raymundo Aaron Ceja,3/1/2020,shot,gun,30,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Santa Ana,CA,FALSE,other,,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Cloverleaf,TX,TRUE,attack,Not fleeing,FALSE
+Ian Austin Wilson,3/1/2020,shot,gun,31,M,W,Mocksville,NC,FALSE,attack,,FALSE
+Cody Hodges,3/2/2020,shot,toy weapon,34,M,,Keithville,LA,TRUE,attack,Not fleeing,FALSE
+Terry Cagle,3/2/2020,shot,BB gun,73,M,W,Sherman,TX,FALSE,attack,Car,FALSE
+Jose Antonio Gainza,3/3/2020,shot,knife,49,M,,Miami-Dade,FL,FALSE,other,Not fleeing,FALSE
+Ryan Bass,3/3/2020,shot,gun,39,M,W,Riverside,WA,FALSE,attack,,FALSE
+Christopher Palmer,3/4/2020,shot,unarmed,37,M,W,Manila,AR,FALSE,attack,Not fleeing,FALSE
+Gary Lee Tierney,3/4/2020,shot,gun,73,M,,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Gene Beasley,3/5/2020,shot,gun,,M,W,Ariton,AL,FALSE,other,Car,FALSE
+Ajay Kamil Ayseli,3/5/2020,shot,knife,31,M,O,Henrico,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Jamaal Brewer,3/5/2020,shot,gun,25,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jacob Frausto,3/6/2020,shot,gun,41,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Tyler M. Jones,3/6/2020,shot,gun,24,M,B,Fairfield,OH,FALSE,other,Not fleeing,FALSE
+Barry Gedeus,3/6/2020,shot,unarmed,27,M,B,Fort Lauderdale,FL,FALSE,attack,Foot,FALSE
+Jerry Gaghins,3/6/2020,shot,knife,,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Mullins,3/6/2020,shot,unarmed,32,M,W,Edison,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Adam Miller,3/7/2020,shot,knife,33,M,,Stroudsburg,PA,FALSE,other,Not fleeing,FALSE
+Gary Brown,3/7/2020,shot,vehicle,43,M,W,Harrison Township,OH,FALSE,attack,Car,FALSE
+Charles Harwood,3/8/2020,shot,gun,65,M,,Montgomery,AL,FALSE,attack,Not fleeing,FALSE
+Lawson Edward Schaber,3/8/2020,shot,gun,84,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Desiree Nicole Garza,3/8/2020,shot,knife,29,F,H,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Brian Marksberry,3/8/2020,shot,unarmed,31,M,W,Humble,TX,FALSE,other,Foot,FALSE
+Keith P. Haux,3/8/2020,shot,gun,57,M,W,Backus,MN,FALSE,other,Not fleeing,FALSE
+Aaron Tolen,3/8/2020,shot,unarmed,37,M,W,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Jennifer Taylor,3/9/2020,shot,gun,29,F,W,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Bonito Garcia,3/9/2020,shot,screwdriver,47,M,H,Elmendorf,TX,FALSE,other,,FALSE
+Pablo Elias,3/10/2020,shot,unarmed,44,M,H,Bell Gardens,CA,TRUE,undetermined,,FALSE
+Joshua Christopher Noles,3/11/2020,shot,gun,38,M,W,Elkton,FL,FALSE,attack,Car,FALSE
+Mary Kate Field,3/11/2020,shot,gun,32,F,W,Anchor Point,AK,FALSE,attack,,FALSE
+Breonna Taylor,3/12/2020,shot,unarmed,26,F,B,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Duncan Socrates Lemp,3/12/2020,shot,gun,21,M,W,Potomac,MD,FALSE,attack,Not fleeing,TRUE
+Donnie Sanders,3/12/2020,shot,unarmed,47,M,B,Kansas City,MO,FALSE,undetermined,Foot,FALSE
+Jorge Martinez,3/13/2020,shot,undetermined,30,M,H,Claremore,OK,FALSE,attack,Foot,FALSE
+Marc Morgan,3/13/2020,shot,gun,62,M,W,New Kensington,PA,FALSE,attack,,FALSE
+Rosario Angel Alvarado,3/13/2020,shot,toy weapon,41,M,H,Chandler,AZ,FALSE,attack,Not fleeing,FALSE
+Dung Nguyen,3/13/2020,shot,gun,50,M,A,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Mullins,3/13/2020,shot,knife,,M,W,Mufreesboro,TN,FALSE,other,Not fleeing,FALSE
+TK TK,3/14/2020,shot,vehicle,48,M,,Cocoa,FL,FALSE,attack,Car,FALSE
+Jeremiah Medina,3/14/2020,shot,gun,31,M,H,Taos,NM,FALSE,attack,Car,FALSE
+Justin Griggs,3/14/2020,shot,gun,30,M,W,Louisville,KY,FALSE,attack,Foot,TRUE
+Chase Brooks,3/14/2020,shot,undetermined,32,M,W,Springfield,OR,FALSE,attack,Not fleeing,FALSE
+Rory Edwin Murray,3/14/2020,shot,gun,30,M,,Lodi,CA,FALSE,attack,Car,FALSE
+Jesse Cadillo,3/14/2020,shot,gun,20,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Brandon Potter,3/15/2020,shot,gun,38,M,W,High Point,NC,FALSE,attack,,FALSE
+Catherine Gomez,3/15/2020,shot,knife,25,F,H,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Douglas J. Foster,3/15/2020,shot,gun,47,M,W,Lewistown,MT,FALSE,attack,Car,FALSE
+Dakota Yancey,3/15/2020,shot,gun,19,M,W,Chase City,VA,FALSE,other,Car,FALSE
+Darwin Foy,3/16/2020,shot,gun,35,M,B,Webster City,IA,FALSE,attack,Not fleeing,FALSE
+Juanito Ovalle,3/16/2020,shot,machete,58,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,3/16/2020,shot,gun,,M,,Miami,FL,TRUE,attack,Other,FALSE
+Dakota Wayne Yancey,3/16/2020,shot,gun,18,M,W,Mecklenburg,VA,FALSE,attack,,FALSE
+Marvin O'Reilly,3/16/2020,shot,undetermined,55,M,,Tucson,AZ,FALSE,undetermined,Foot,FALSE
+Charity Thorne,3/16/2020,shot,vehicle,42,F,W,Myerstown,PA,FALSE,attack,Car,FALSE
+William Simpkins,3/17/2020,shot,gun,39,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Harold Spencer,3/18/2020,shot,gun,61,M,B,Iota,LA,FALSE,other,,FALSE
+Steven Alire,3/18/2020,shot,gun,51,M,W,Orchard Mesa,CO,FALSE,other,Foot,FALSE
+Lebarron Ballard,3/18/2020,shot and Tasered,knife,28,M,B,Abilene,TX,FALSE,attack,Foot,FALSE
+Kyle Anthony Eichler,3/19/2020,shot,unknown weapon,33,M,W,Wheeling,MO,FALSE,undetermined,,FALSE
+Charles Parker,3/19/2020,shot and Tasered,knife,47,M,W,Port Jervis,NY,TRUE,other,Not fleeing,FALSE
+Larry Millraney,3/20/2020,shot,gun,39,M,W,Franklin County,TN,FALSE,attack,Car,FALSE
+Mycael Johnson,3/20/2020,shot,unarmed,31,M,B,Tallahassee,FL,FALSE,attack,Other,FALSE
+Kamall Koby Edwards,3/20/2020,shot,gun,18,M,B,Cuthbert,GA,FALSE,attack,Foot,FALSE
+Alvin Lamont Baum,3/20/2020,shot,gun,23,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Israel Lucas,3/21/2020,shot,undetermined,30,M,,Mojave,CA,FALSE,attack,,FALSE
+Bryan Pena,3/21/2020,shot,unknown weapon,28,M,,Taylorsville,UT,FALSE,other,Other,FALSE
+Gerald Johnson,3/22/2020,shot,toy weapon,55,M,,Sacramento,CA,FALSE,attack,Not fleeing,TRUE
+Carlos Delgado,3/23/2020,shot,pick-axe,46,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Charles Edward Marsh,3/23/2020,shot,gun,50,M,W,Mojave,CA,FALSE,attack,Not fleeing,FALSE
+Michael Wallace,3/24/2020,shot,gun,34,M,W,Schenectady,NY,TRUE,attack,Not fleeing,FALSE
+Kathryn R. Hale,3/24/2020,shot,vehicle,32,F,W,Shelton,WA,FALSE,attack,Car,FALSE
+Christopher Joel Mock,3/24/2020,shot,gun,45,M,W,WInston Salem,NC,FALSE,attack,Car,FALSE
+Maurico Hernandez,3/24/2020,shot,gun,31,M,H,El Paso,TX,FALSE,attack,Car,FALSE
+Matthew Moore,3/25/2020,shot,gun,19,M,W,Pahrump,NV,FALSE,attack,Not fleeing,TRUE
+Glenn A. White,3/25/2020,shot,knife,53,M,W,London,AR,TRUE,other,Not fleeing,FALSE
+Deanna Marie Owsianiak,3/26/2020,shot,gun,55,F,W,Ormond Beach,FL,FALSE,attack,Not fleeing,FALSE
+John Mark Hendrick,3/26/2020,shot,unarmed,32,M,W,Linwood,NC,FALSE,other,Car,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Portland,OR,FALSE,other,Not fleeing,FALSE
+Robert Harman Sword,3/27/2020,shot,gun,46,M,W,Buchanan,VA,TRUE,attack,Not fleeing,FALSE
+Tyrell Fincher,3/27/2020,shot,gun,26,M,B,Newburgh,NY,FALSE,attack,,TRUE
+TK TK,3/27/2020,shot,gun,,M,,Lehigh Acres,FL,FALSE,attack,Foot,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Salem,OR,FALSE,other,,FALSE
+Thomas Owens,3/28/2020,shot,gun,49,M,,Gray,KY,FALSE,attack,Not fleeing,FALSE
+Shane Farwell,3/28/2020,shot,gun,46,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+Jacob  Emry Mcilveen,3/29/2020,shot,gun,22,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Etonne Tanzymore,3/30/2020,shot,gun,38,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Jessie Stringfield,3/30/2020,shot,gun,44,M,W,Louisville,KY,FALSE,attack,Not fleeing,TRUE
+Anthony Eduardo Pacheco,3/31/2020,shot,sword,37,M,H,Pomona,CA,FALSE,other,Not fleeing,FALSE
+Valente Acosta-Bustillos,3/31/2020,shot,shovel,52,M,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Shane Tilman Kent,3/31/2020,shot,gun,29,M,W,Asheville,NC,FALSE,attack,Not fleeing,FALSE
+John H. Ross,3/31/2020,shot,gun and car,29,M,,Hinton,VA,FALSE,attack,Car,FALSE
+TK TK,3/31/2020,shot,knife,,,,Burkesville,KY,FALSE,attack,Car,FALSE
+Austin Hines,4/1/2020,shot,gun and vehicle,19,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Nathan R. Hodge,4/2/2020,shot,gun,66,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+David A. Xanatos,4/2/2020,shot,knife,40,M,W,Lincoln CIty,OR,FALSE,other,Not fleeing,FALSE
+Jose Moreno,4/2/2020,shot,Taser,30,M,H,Mesa,AZ,FALSE,attack,Other,FALSE
+Joseph Zahaczewski,4/2/2020,shot,gun,69,M,W,Irving,TX,FALSE,attack,,FALSE
+Jose Soto,4/2/2020,shot,unarmed,27,M,H,Manchester,CT,TRUE,other,Not fleeing,FALSE
+Leneard Bliss,4/4/2020,shot,knife,,M,,Nutter Fort,WV,FALSE,other,Not fleeing,FALSE
+TK TK,4/5/2020,shot,gun,59,M,,Hialeah,FL,FALSE,attack,Not fleeing,FALSE
+Carl Manning,4/5/2020,shot,unknown weapon,62,M,W,Manchester,NH,FALSE,other,Not fleeing,FALSE
+Michael Leon Hammett,4/5/2020,shot,knife,,M,W,Ada,OK,TRUE,attack,Not fleeing,FALSE
+Philip Castonguay,4/5/2020,shot,metal pipe,39,M,W,Milford,MA,FALSE,attack,Not fleeing,FALSE
+Richard Lee Kampstra,4/5/2020,shot,gun,67,M,W,Melbourne,FL,FALSE,other,,FALSE
+Kelvin Parks,4/6/2020,shot,gun,54,M,W,Florence,AL,FALSE,attack,Foot,FALSE
+Yamil Acevedo,4/6/2020,shot,vehicle,29,M,H,North Miami Beach,FL,FALSE,attack,Car,FALSE
+Brandon Mark Stokes,4/7/2020,shot,gun and car,37,M,,Eatonville,WA,TRUE,attack,Car,FALSE
+Idris Abdus-Salaam,4/7/2020,shot,knife,33,M,B,Knoxville,TN,FALSE,other,Not fleeing,FALSE
+Joshua Bacco,4/7/2020,shot,knife,31,M,W,El Mirage,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob Matthew Dau,4/7/2020,shot,vehicle,38,M,W,Clinton,IA,FALSE,other,Car,TRUE
+Derek T. Swanson,4/7/2020,shot,gun,28,M,W,Caddo Parish,LA,FALSE,attack,Other,FALSE
+Dewayne Curtis Lafond,4/7/2020,shot,gun,45,M,B,Refugio,TX,FALSE,attack,Not fleeing,FALSE
+Rick Howell,4/8/2020,shot,gun,59,M,W,Salisbury,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Dariandre Ruffin,4/8/2020,shot,gun,17,M,B,Columbia,SC,FALSE,other,Foot,FALSE
+Zyon Romeir Wyche,4/9/2020,shot,gun,19,M,B,Colonial Heights,VA,FALSE,attack,Foot,FALSE
+Kenneth Jeremy Blair,4/9/2020,shot,Taser,36,M,W,Winchester,TN,FALSE,attack,Foot,FALSE
+Zachary Shane Gifford,4/9/2020,shot,unarmed,39,M,W,Brandon,CO,FALSE,attack,Foot,FALSE
+Matt Goff,4/10/2020,shot,gun,,M,W,Klamath Falls,OR,FALSE,attack,Car,FALSE
+Giuseppe Particianone,4/10/2020,shot,unarmed,33,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Shawn Lee,4/11/2020,shot,machete,48,M,,Ritzville,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Lee Adams,4/11/2020,shot,gun,31,M,B,Pottstown,PA,FALSE,attack,Not fleeing,FALSE
+Leah Baker,4/11/2020,shot,knife,29,F,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Errol Bolin,4/11/2020,shot,gun,51,M,W,West Terre Haute,IN,FALSE,attack,Not fleeing,FALSE
+TK TK,4/11/2020,shot,gun,,M,,Clackamas County,OR,FALSE,attack,,FALSE
+Justin Silvernale,4/12/2020,shot,knife,35,M,W,Daly City,CA,TRUE,other,Car,FALSE
+Miguel Gomez,4/12/2020,shot,gun,56,M,,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,4/13/2020,shot,screwdriver,,M,,Jackson,MS,FALSE,attack,Foot,FALSE
+Javier Vidal,4/13/2020,shot,gun,36,M,H,Lamont,CA,FALSE,attack,Car,FALSE
+Thomas A. Powell,4/14/2020,shot,gun,31,M,W,Old Town,ME,FALSE,attack,Not fleeing,FALSE
+Tony Clements,4/15/2020,shot,gun,33,M,,Hubert,NC,FALSE,attack,Not fleeing,FALSE
+Leslie Flynn,4/15/2020,shot,gun,39,M,W,Blair,NE,FALSE,attack,Not fleeing,FALSE
+Randy Ashland,4/15/2020,shot,gun,58,M,W,Waukesha,WI,FALSE,attack,Not fleeing,FALSE
+Goldie Bellinger,4/15/2020,shot,gun,39,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Barraza,4/16/2020,shot,gun and car,24,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Salvatore Friscia,4/16/2020,shot,vehicle,48,M,W,Philipsburg,MT,FALSE,attack,Not fleeing,FALSE
+Anthony Wilson,4/16/2020,shot,gun,28,M,,Jefferson City,MO,FALSE,attack,Foot,FALSE
+Jasman Washington,4/16/2020,shot,vehicle,31,M,B,Lubbock,TX,FALSE,attack,Car,FALSE
+Derick L. Powe,4/17/2020,shot,gun,,M,B,Daphne,AL,TRUE,attack,Not fleeing,FALSE
+Marcus Eugene Epps,4/17/2020,shot,knife,43,M,W,Anderson,SC,FALSE,attack,,FALSE
+Steven Taylor,4/18/2020,shot,baseball bat,33,M,B,San Leandro,CA,FALSE,other,Not fleeing,FALSE
+Willie J. Hampton,4/18/2020,shot,gun,37,M,,Raytown,MO,FALSE,other,Not fleeing,FALSE
+Austin Dean Heights,4/18/2020,shot,gun,24,M,W,Mankato,MN,TRUE,attack,Other,FALSE
+Mason Workman,4/19/2020,shot,gun,40,M,W,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Virgill Thrope,4/19/2020,shot,gun,28,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Chase Rosa,4/21/2020,shot,gun,24,M,B,Las Vegas,NV,FALSE,attack,Car,TRUE
+Nicholas Chavez,4/21/2020,shot,sharp object,27,M,H,Houston,TX,TRUE,other,Foot,FALSE
+Elmer L. Mack,4/22/2020,shot,gun,40,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Christopher Lawson,4/22/2020,shot,gun,31,M,,Springfield,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,4/22/2020,shot,knife,,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Joshua Johnson,4/22/2020,shot,toy weapon,35,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Luan Agolli,4/23/2020,shot,gun,42,M,W,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Fred Brown,4/23/2020,shot,unarmed,34,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Michael Ramos,4/24/2020,shot,unarmed,42,M,H,Austin,TX,FALSE,undetermined,Car,FALSE
+Timothy Darryl Slides,4/24/2020,shot,gun,28,M,,Lenoir,NC,FALSE,attack,Not fleeing,TRUE
+Brandan Reid Nylander,4/24/2020,shot,gun,24,M,W,Napa,CA,FALSE,other,Car,FALSE
+Marlon Aaron Bonds,4/24/2020,shot,gun,53,M,,Denton,TX,FALSE,attack,,FALSE
+Roy Joiner,4/24/2020,shot,gun,67,M,,Adel,GA,FALSE,attack,Not fleeing,FALSE
+Reed Rickabaugh,4/24/2020,shot,gun,59,M,W,Hiram,ME,FALSE,attack,Not fleeing,FALSE
+Farron Morris Hammond,4/25/2020,shot,gun,61,M,W,Hogansville,GA,FALSE,attack,Not fleeing,FALSE
+Bradley G. Pullman,4/26/2020,shot,vehicle,48,M,,Wayne,NJ,FALSE,other,Car,FALSE
+De Quang Tran,4/26/2020,shot,gun,26,M,A,La Plata,MD,FALSE,attack,Not fleeing,FALSE
+Nicolas Chavez,4/27/2020,shot,sharp object,27,M,,Houston,TX,TRUE,other,Not fleeing,FALSE
+Robert Musser,4/28/2020,shot,gun,32,M,W,Buckeye,AZ,FALSE,attack,Car,FALSE
+William E. Abbe,4/28/2020,shot and Tasered,sharp object,50,M,W,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Caballero,4/29/2020,shot,gun,38,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Artemio Mondragon Alfaro,4/29/2020,shot,vehicle,29,M,W,Madera County,CA,FALSE,attack,Other,FALSE
+Malcolm Xavier Ray Williams,4/29/2020,shot,gun,27,M,B,Jeffersonville,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,4/30/2020,shot,gun,,M,,Los Angeles,CA,FALSE,other,Car,FALSE
+Timothy Alan Gilbert,4/30/2020,shot,gun,43,M,W,Martin County,KY,FALSE,attack,Car,FALSE
+William Debose,5/1/2020,shot,gun,21,M,B,Denver,CO,FALSE,other,Other,TRUE
+Nicholas Bils,5/1/2020,shot,unarmed,36,M,W,San Diego,CA,TRUE,other,Foot,FALSE
+Shaun Lee Fuhr,5/1/2020,shot,unarmed,24,M,B,Seattle,WA,FALSE,attack,Foot,TRUE
+TK TK,5/1/2020,shot,knife,,M,,Hialeah,FL,FALSE,undetermined,Foot,FALSE
+Brent Martin,5/1/2020,shot,gun,32,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Said Joquin,5/1/2020,shot,gun,26,M,B,Lakewood,WA,FALSE,attack,Not fleeing,FALSE
+Michael Ferguson,5/3/2020,shot,gun,54,M,W,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Kortney Shawn Price,5/3/2020,shot,gun,44,M,W,Caldwell County,NC,FALSE,other,Car,TRUE
+Michael Faries,5/3/2020,shot,gun,69,M,W,Oakland City,IN,FALSE,other,Not fleeing,FALSE
+Filipe Periera,5/3/2020,shot,gun,45,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Armando Salvatierra,5/3/2020,shot,knife,26,M,H,San Jose,CA,FALSE,attack,Not fleeing,TRUE
+Chad Adams,5/3/2020,shot,gun,43,M,W,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Phillip Michael Carney,5/3/2020,shot,gun,38,M,W,Overland Park,KS,FALSE,attack,Car,FALSE
+Tyler Wayne Kracht,5/3/2020,shot,undetermined,28,M,,Sterling,CO,FALSE,other,Car,FALSE
+Mark Anthony Jones,5/4/2020,shot,knife,36,M,,Monterey Park,CA,FALSE,other,Not fleeing,FALSE
+Demontre Bruner,5/4/2020,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,FALSE
+Qavon Webb,5/5/2020,shot,gun,23,M,B,Webster Groves,MO,FALSE,attack,Not fleeing,FALSE
+Sandra Lee Harmon,5/5/2020,shot,gun,56,F,W,Half Moon Bay,CA,FALSE,attack,Not fleeing,FALSE
+William Shimp,5/5/2020,shot,gun,33,M,W,Kansas City,MO,FALSE,attack,Car,FALSE
+Justin Charland,5/5/2020,shot,samurai sword,40,M,W,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Jah'Sean Iandie Hodge,5/5/2020,shot,knife,21,M,B,St. Cloud,FL,FALSE,other,Foot,FALSE
+Alfredo Delarosa,5/5/2020,shot and Tasered,Taser,20,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Dreasjon Reed,5/6/2020,shot,gun,21,M,B,Indianapolis,IN,FALSE,attack,Car,TRUE
+TK TK,5/6/2020,shot,knife,20,M,,Renton,WA,FALSE,other,,FALSE
+James Joseph James,5/6/2020,shot,knife,47,M,W,Graham,NC,FALSE,attack,Car,FALSE
+Vincent Ralph Pena,5/6/2020,shot,gun,38,M,H,Commerce City,CO,FALSE,attack,Foot,FALSE
+Ruben Escarrega,5/7/2020,shot,knife,31,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+James Pease,5/7/2020,shot,gun,51,M,W,Jean,NV,FALSE,attack,Car,FALSE
+McHale Rose,5/7/2020,shot,gun,19,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Gomez,5/7/2020,shot,knife,21,M,H,Wasco,CA,FALSE,attack,Not fleeing,FALSE
+Adrian Medearis,5/8/2020,shot,Taser,48,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Lloyd Nelson,5/8/2020,shot,gun,47,M,,Pasadena,CA,FALSE,other,Car,FALSE
+Edgar Melgar,5/9/2020,shot,gun,42,M,H,Green Bay,WI,FALSE,attack,Not fleeing,FALSE
+Finan H. Berhe,5/9/2020,shot,knife,30,M,B,Silver Spring,MD,FALSE,other,Not fleeing,TRUE
+Yassin Mohamed,5/9/2020,shot,rock,47,M,B,Claxton,GA,FALSE,attack,Foot,FALSE
+Darrin Jon Patterson,5/9/2020,shot,gun,57,M,W,Idaho Springs,CO,FALSE,attack,Car,FALSE
+Jonathan Carter,5/9/2020,shot,unknown weapon,27,M,W,Calypso,NC,FALSE,other,Not fleeing,FALSE
+Jayson Thompson,5/9/2020,shot,knife,33,M,,Grand Junction,CO,FALSE,other,,FALSE
+Ward Benjamin McClain,5/9/2020,shot,gun,25,M,,Greenville,SC,FALSE,attack,Foot,FALSE
+David Urrea,5/10/2020,shot,knife,50,M,W,Joshua Tree,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2020,shot,hammer,,M,,Laguna Niguel,CA,FALSE,undetermined,,FALSE
+Gregory Howe,5/12/2020,shot,gun,37,M,W,Deltona,FL,FALSE,attack,Car,TRUE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Rayshard Scales,5/14/2020,shot,toy weapon,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Robert Tincher,5/14/2020,shot,knife,49,M,W,Union Township,OH,TRUE,other,Not fleeing,FALSE
+Anthony Ysaac,5/14/2020,shot,gun,26,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Donny Leek,5/14/2020,shot,gun,47,M,W,San Angelo,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Angel,5/14/2020,shot,gun,30,M,,Rapid City,SD,FALSE,attack,Car,FALSE
+Roy Ogden,5/15/2020,shot,gun,65,M,,Ladson,SC,FALSE,attack,Car,FALSE
+TK TK,5/15/2020,shot,gun,42,M,,San Leandro,CA,FALSE,attack,Not fleeing,FALSE
+Robert Avila,5/15/2020,shot,vehicle,31,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Hunter Carlstrom,5/15/2020,shot,gun,33,M,W,Oxford,MS,FALSE,attack,Car,FALSE
+Robert Johnson,5/16/2020,shot,gun,29,M,B,Essex,MD,FALSE,other,Not fleeing,TRUE
+Wallace Dean Staples,5/16/2020,shot,gun,42,M,W,Greenville,GA,FALSE,attack,Foot,FALSE
+Randy Roszell Lewis,5/16/2020,shot,knife,38,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Juan M. Montalvo,5/17/2020,shot,gun,25,M,H,Pasco,WA,FALSE,attack,,FALSE
+Brian Cooper,5/17/2020,shot,gun,49,M,,Germantown,TN,FALSE,other,Not fleeing,FALSE
+Bernard Ledlow,5/17/2020,shot,gun,39,M,W,East Baton Rouge,LA,FALSE,attack,Other,FALSE
+Robert Wayne Lawson,5/18/2020,shot,gun,64,M,W,St. Francis County,AR,FALSE,attack,Not fleeing,FALSE
+Jacob Bubb,5/18/2020,shot,gun,28,M,W,Suring,WI,FALSE,other,Not fleeing,FALSE
+Levi Morse,5/19/2020,shot,gun,32,M,W,Chunchula,AL,FALSE,attack,Not fleeing,FALSE
+Wilbon Cleveland Woodard,5/19/2020,shot,unknown weapon,69,M,W,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Tyler Hays,5/19/2020,shot,unarmed,29,M,W,Sale Creek,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,5/19/2020,shot and Tasered,knife,,M,,Seattle,WA,FALSE,undetermined,Foot,TRUE
+TK TK,5/20/2020,shot,gun,,M,,Viera,FL,TRUE,attack,Not fleeing,FALSE
+Tobby Wiggins,5/20/2020,shot,undetermined,45,M,B,Atmore,AL,FALSE,other,Foot,FALSE
+Ryan Whitaker,5/21/2020,shot,gun,40,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Willie Lee Quarles,5/21/2020,shot,gun,60,M,B,Greenwood,SC,FALSE,attack,Not fleeing,FALSE
+Bernardo Palacios-Carbajal,5/23/2020,shot,gun,22,M,H,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Maurice S. Gordon,5/23/2020,shot,unarmed,28,M,B,Bass River,NJ,FALSE,other,Not fleeing,FALSE
+Christopher Clark,5/23/2020,shot,gun,36,M,,Paterson,NJ,FALSE,undetermined,,FALSE
+Gary Kevin Partin,5/23/2020,shot,gun,57,M,,Bell County,KY,FALSE,other,Car,FALSE
+Michael Snyder,5/24/2020,shot,gun,44,M,,Bulls Gap,TN,TRUE,attack,Foot,FALSE
+Anthony Grove,5/24/2020,shot,gun,52,M,,Flathead County,MT,FALSE,attack,Not fleeing,FALSE
+Gary P. Dorton,5/25/2020,shot,knife,43,M,,Jonesborough,TN,TRUE,attack,Not fleeing,FALSE
+Joe Louis Castillanos,5/25/2020,shot,gun,38,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dion Johnson,5/25/2020,shot,undetermined,28,M,B,Phoenix,AZ,FALSE,undetermined,Not fleeing,FALSE
+Reymar Gagarin,5/25/2020,shot,toy weapon,35,M,,Modesto,CA,TRUE,attack,Not fleeing,TRUE
+Justin Mink,5/25/2020,shot,knife,33,M,,League City,TX,FALSE,attack,Not fleeing,FALSE
+Richard Councilman,5/26/2020,shot,toy weapon,,M,,Jamestown,CA,TRUE,other,Not fleeing,FALSE
+Jason Jesse Gallegos,5/26/2020,shot,gun,37,M,W,Lansing,MI,TRUE,attack,Not fleeing,TRUE
+Kenneth Bennett,5/26/2020,shot,toy weapon,61,M,,Manlius,NY,TRUE,attack,Not fleeing,FALSE
+John Alvarado,5/26/2020,shot,gun,22,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Tracy Drowne,5/26/2020,shot,gun,42,F,W,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,5/26/2020,shot,gun,,M,,Thornton,CO,FALSE,attack,,FALSE
+Robert Avitia,5/26/2020,shot,gun,18,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+John Vik,5/26/2020,shot,gun,47,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+John Allen Dunaway,5/26/2020,shot and Tasered,undetermined,61,M,,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Tony McDade,5/27/2020,shot,gun,38,M,B,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Joshua Blessed,5/27/2020,shot,vehicle and gun,58,M,W,Geneseo,NY,FALSE,attack,Car,FALSE
+Rommel Mendoza,5/27/2020,shot,sword,50,M,H,Los Angeles,CA,FALSE,attack,,FALSE
+Hector Hernandez,5/27/2020,shot,knife,31,M,H,Fullerton,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Scott,5/27/2020,shot,knife,30,M,,Wilburton,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2020,shot,undetermined,,M,,Luverne,AL,FALSE,undetermined,Not fleeing,FALSE
+Modesto Reyes,5/27/2020,shot and Tasered,gun,35,M,B,Jefferson Parish,LA,FALSE,attack,Other,TRUE
+John Benedict Coleman,5/28/2020,shot,gun,53,M,W,Ogden,UT,FALSE,attack,Not fleeing,FALSE
+Steven Edward Ferguson,5/28/2020,shot,vehicle,31,M,W,Centennial,CO,FALSE,attack,Car,FALSE
+TK TK,5/28/2020,shot,crowbar,,M,,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Ruben Smith,5/28/2020,shot,gun,35,M,B,North Little Rock,AR,FALSE,other,Not fleeing,FALSE
+TK TK,5/28/2020,shot and Tasered,knife,,M,,Washington County,OR,FALSE,other,Not fleeing,TRUE
+Heba Momtaz Al-Azhari,5/29/2020,shot,knife,22,F,O,Temple Terrace,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/29/2020,shot,toy weapon,,M,W,Lancaster,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,gun,32,M,A,San Diego,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,knife,,M,,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Momodou Lamin Sisay,5/29/2020,shot,gun,39,M,B,Snellville,GA,FALSE,attack,Car,FALSE
+Jarvis Sullivan,5/29/2020,shot,vehicle,44,M,B,Yulee,FL,FALSE,attack,Car,FALSE
+Derrick Thompson,5/30/2020,shot,gun,46,M,B,Fountain,FL,FALSE,attack,Not fleeing,FALSE
+Israel Berry,5/31/2020,shot,undetermined,49,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Thomas Sutherlin,5/31/2020,shot and Tasered,gun,32,M,W,Watertown,WI,FALSE,attack,Not fleeing,FALSE
+David McAtee,6/1/2020,shot,gun,53,M,B,Louisville,KY,FALSE,attack,,TRUE
+Jorge Gomez,6/1/2020,shot,gun,25,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Emblem Moore,6/1/2020,shot,undetermined,36,M,W,Fayetteville,AR,FALSE,undetermined,Not fleeing,FALSE
+Robert James Lyon,6/2/2020,shot,gun,65,M,,Cottonwood,CA,FALSE,other,Not fleeing,FALSE
+Sean Monterrosa,6/2/2020,shot,hammer,22,M,H,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Tyquarn Graves,6/2/2020,shot,gun,33,M,B,Brooklyn,NY,FALSE,other,Not fleeing,TRUE
+Mary Lawrence,6/3/2020,shot,knife,39,F,W,Poteau,OK,FALSE,other,Not fleeing,FALSE
+Gregory W. Hallback,6/3/2020,shot,gun,44,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Eric A. Galvan,6/3/2020,shot,gun,25,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Scott Anderson Hutton,6/3/2020,shot,undetermined,36,M,W,Alexander,AR,FALSE,undetermined,Not fleeing,FALSE
+Benjamin Ballard,6/5/2020,shot,gun,42,M,W,Mustang,OK,FALSE,attack,Not fleeing,FALSE
+Kamal Flowers,6/6/2020,shot,gun,24,M,B,New Rochelle,NY,FALSE,attack,Foot,FALSE
+Erik Salgado,6/6/2020,shot,undetermined,22,M,H,Oakland,CA,FALSE,undetermined,Not fleeing,FALSE
+Gregory Lee Turnure,6/6/2020,shot,metal pipe,37,M,,Clarkrange,TN,FALSE,attack,Not fleeing,FALSE
+Jeffrey McClure,6/7/2020,shot,pellet gun,26,M,,East Northport,NY,FALSE,other,Not fleeing,FALSE
+Jarrid Hurst,6/7/2020,shot,knife,35,M,W,Industry,CA,TRUE,other,Not fleeing,FALSE
+Michael Seltzer,6/8/2020,shot,gun,81,M,,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Marcus James Uribe,6/9/2020,shot,gun,31,M,,Englewood,CO,FALSE,attack,,FALSE
+Lewis Ruffin,6/9/2020,shot,gun,38,M,B,Orlando,FL,FALSE,attack,,FALSE
+Jerry M. Bethel,6/10/2020,shot,gun,59,M,,Weippe,ID,FALSE,attack,,FALSE
+Gregorio Cruz Vanloo,6/11/2020,shot,gun,28,M,W,DeKalb County,TN,FALSE,other,Other,FALSE
+Mason James Lira,6/11/2020,shot,gun,26,M,W,Paso Robles,CA,TRUE,attack,Foot,FALSE
+Michael Thomas,6/11/2020,shot,undetermined,62,M,B,Lancaster,CA,FALSE,undetermined,Not fleeing,FALSE
+Rayshard Brooks,6/12/2020,shot,Taser,27,M,B,Atlanta,GA,FALSE,attack,Foot,TRUE
+Caine Van Pelt,6/12/2020,shot,gun,23,M,B,Crown Point,IN,FALSE,attack,Car,FALSE
+Hannah Fizer,6/13/2020,shot,unarmed,25,F,W,Sedalia,MO,FALSE,other,Not fleeing,FALSE
+William Slyter,6/13/2020,shot,gun,22,M,W,Kansas City,MO,FALSE,other,Other,FALSE
+TK TK,6/13/2020,shot,undetermined,,M,,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Nicholas Hirsh,6/15/2020,shot,gun,31,M,W,Lawrence,KS,FALSE,attack,Car,FALSE
+TK TK,6/16/2020,shot,gun,24,M,,Beach Park,IL,FALSE,attack,Not fleeing,FALSE
+TK TK,6/16/2020,shot,gun,27,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
diff --git a/topic_16/.gitkeep b/topic_16/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_16/End_to_End_Machine_Learning_Topic__12.ipynb b/topic_16/End_to_End_Machine_Learning_Topic__12.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..cbf32ca13c98892774b859c091cbe7e1ad61dc54
--- /dev/null
+++ b/topic_16/End_to_End_Machine_Learning_Topic__12.ipynb
@@ -0,0 +1,887 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Training and Testing"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Dataset 1: World Happiness Report up to 2020\n",
+    "Our goal is to predict the happiness score of a country using both Single and Multiple Linear Regression Models. You can access the World Happiness Report dataset here: www.kaggle.com/mathurinache/world-happiness-report \n",
+    "\n",
+    "#### What is Linear Regression?\n",
+    "Linear regression is statistical modelling technique used in supervised machine learning algorithm. Linear regression is used for predictive analysis, by displaying the relationship between two variables (x and y). "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "from sklearn.model_selection import *\n",
+    "from sklearn.linear_model import LinearRegression\n",
+    "import numpy as np\n",
+    "from sklearn.metrics import mean_squared_error\n",
+    "\n",
+    "def load_data(DATASET_PATH):\n",
+    "    return pd.read_csv(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATASET_PATH = './datasets/happiness/2015.csv'\n",
+    "\n",
+    "#create pandas object\n",
+    "happiness = load_data(DATASET_PATH)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Country</th>\n",
+       "      <th>Region</th>\n",
+       "      <th>Happiness Rank</th>\n",
+       "      <th>Happiness Score</th>\n",
+       "      <th>Standard Error</th>\n",
+       "      <th>Economy (GDP per Capita)</th>\n",
+       "      <th>Family</th>\n",
+       "      <th>Health (Life Expectancy)</th>\n",
+       "      <th>Freedom</th>\n",
+       "      <th>Trust (Government Corruption)</th>\n",
+       "      <th>Generosity</th>\n",
+       "      <th>Dystopia Residual</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Switzerland</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7.587</td>\n",
+       "      <td>0.03411</td>\n",
+       "      <td>1.39651</td>\n",
+       "      <td>1.34951</td>\n",
+       "      <td>0.94143</td>\n",
+       "      <td>0.66557</td>\n",
+       "      <td>0.41978</td>\n",
+       "      <td>0.29678</td>\n",
+       "      <td>2.51738</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Iceland</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7.561</td>\n",
+       "      <td>0.04884</td>\n",
+       "      <td>1.30232</td>\n",
+       "      <td>1.40223</td>\n",
+       "      <td>0.94784</td>\n",
+       "      <td>0.62877</td>\n",
+       "      <td>0.14145</td>\n",
+       "      <td>0.43630</td>\n",
+       "      <td>2.70201</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Denmark</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7.527</td>\n",
+       "      <td>0.03328</td>\n",
+       "      <td>1.32548</td>\n",
+       "      <td>1.36058</td>\n",
+       "      <td>0.87464</td>\n",
+       "      <td>0.64938</td>\n",
+       "      <td>0.48357</td>\n",
+       "      <td>0.34139</td>\n",
+       "      <td>2.49204</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Norway</td>\n",
+       "      <td>Western Europe</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7.522</td>\n",
+       "      <td>0.03880</td>\n",
+       "      <td>1.45900</td>\n",
+       "      <td>1.33095</td>\n",
+       "      <td>0.88521</td>\n",
+       "      <td>0.66973</td>\n",
+       "      <td>0.36503</td>\n",
+       "      <td>0.34699</td>\n",
+       "      <td>2.46531</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Canada</td>\n",
+       "      <td>North America</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7.427</td>\n",
+       "      <td>0.03553</td>\n",
+       "      <td>1.32629</td>\n",
+       "      <td>1.32261</td>\n",
+       "      <td>0.90563</td>\n",
+       "      <td>0.63297</td>\n",
+       "      <td>0.32957</td>\n",
+       "      <td>0.45811</td>\n",
+       "      <td>2.45176</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Country          Region  Happiness Rank  Happiness Score  \\\n",
+       "0  Switzerland  Western Europe               1            7.587   \n",
+       "1      Iceland  Western Europe               2            7.561   \n",
+       "2      Denmark  Western Europe               3            7.527   \n",
+       "3       Norway  Western Europe               4            7.522   \n",
+       "4       Canada   North America               5            7.427   \n",
+       "\n",
+       "   Standard Error  Economy (GDP per Capita)   Family  \\\n",
+       "0         0.03411                   1.39651  1.34951   \n",
+       "1         0.04884                   1.30232  1.40223   \n",
+       "2         0.03328                   1.32548  1.36058   \n",
+       "3         0.03880                   1.45900  1.33095   \n",
+       "4         0.03553                   1.32629  1.32261   \n",
+       "\n",
+       "   Health (Life Expectancy)  Freedom  Trust (Government Corruption)  \\\n",
+       "0                   0.94143  0.66557                        0.41978   \n",
+       "1                   0.94784  0.62877                        0.14145   \n",
+       "2                   0.87464  0.64938                        0.48357   \n",
+       "3                   0.88521  0.66973                        0.36503   \n",
+       "4                   0.90563  0.63297                        0.32957   \n",
+       "\n",
+       "   Generosity  Dystopia Residual  \n",
+       "0     0.29678            2.51738  \n",
+       "1     0.43630            2.70201  \n",
+       "2     0.34139            2.49204  \n",
+       "3     0.34699            2.46531  \n",
+       "4     0.45811            2.45176  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "happiness.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Single Linear Regression\n",
+    "We'll be building a Single Linear Regression model to display the linear relationship between Economy (GDP per Capita) and a country's Happiness Score. This will hopefully allow us to predict a country's Happiness Score based on its Economy.\n",
+    "Single Linear Regression is a statistical method that shows the relationships between two continuous variables. The independent or explanatory variable (x), is the predictor, and y is the dependent variable."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Feature Selection"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Happiness Score</th>\n",
+       "      <th>Economy (GDP per Capita)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>7.587</td>\n",
+       "      <td>1.39651</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>7.561</td>\n",
+       "      <td>1.30232</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>7.527</td>\n",
+       "      <td>1.32548</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>7.522</td>\n",
+       "      <td>1.45900</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>7.427</td>\n",
+       "      <td>1.32629</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Happiness Score  Economy (GDP per Capita)\n",
+       "0            7.587                   1.39651\n",
+       "1            7.561                   1.30232\n",
+       "2            7.527                   1.32548\n",
+       "3            7.522                   1.45900\n",
+       "4            7.427                   1.32629"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "chosen_columns = ['Happiness Score','Economy (GDP per Capita)']\n",
+    "economy_happiness = happiness.filter(chosen_columns)\n",
+    "economy_happiness.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Train/test split"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "x train/test  (126, 1) (32, 1)\n",
+      "y train/test  (126,) (32,)\n"
+     ]
+    }
+   ],
+   "source": [
+    "x_train, x_test, y_train, y_test = train_test_split(economy_happiness.drop(['Happiness Score'], axis=1),economy_happiness['Happiness Score'],test_size=0.2,random_state=42)                                                                       \n",
+    "print(\"x train/test \",x_train.shape, x_test.shape)\n",
+    "print(\"y train/test \",y_train.shape, y_test.shape)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Convert from pandas to np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'> <class 'pandas.core.series.Series'>\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(type(x_train),type(y_train))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = x_train.values\n",
+    "y=y_train.values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'numpy.ndarray'> <class 'numpy.ndarray'>\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(type(x), type(y))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Create and train the model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None,\n",
+       "         normalize=False)"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lin_reg_model = LinearRegression()\n",
+    "lin_reg_model.fit(x, y)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If the coefficient of x is positive, then there exists a positive relationship between x (Economy) and y (the Happiness Score). If the coefficient of x is negative, then the relationship between x and y is negative, meaning as x increases, y decreases."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lin_reg_model.coef_, lin_reg_model.intercept_"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Test and evaluate the model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#convert the panda dataframe/series into np arrays\n",
+    "test_x = x_test.values\n",
+    "test_y = y_test.values\n",
+    "\n",
+    "#pass the test x dataset into the model\n",
+    "predictions = lin_reg_model.predict(test_x)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* The mean squared error indicates how close a regression line is to a set of points. \n",
+    "* The distances between the points and the regression line (error between predicted value and actual value) are squared.\n",
+    "* Squaring removes any negative signs and emphasises large errors.\n",
+    "* The mean of all the squared errors represents the average of the errors "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.5080153381136627"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#mean squared error\n",
+    "np.mean((predictions - test_y) ** 2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Visualise the predictions v Actual Happiness Scores**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.scatter(lin_reg_model.predict(test_x), test_y)\n",
+    "plt.title('Predictions v Actual Happiness Scores')\n",
+    "plt.xlabel('Predictions')\n",
+    "plt.ylabel('Actual Happiness Scores');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Multiple Linear Regression\n",
+    "Multiple linear regression is a statistical modelling technique that uses several predictors, or explanatory variables to predict the dependent variable (y). Multiple Linear Regression can provide better prediction reliability, and lower error because the combination of independent variables can lead to a higher probabliity of a given outcome. For example, if a country has a high GDP per capita (wealthy) it is more likely that people will be healthy, with a strong family unit, meaning they will be happiness overall. Therefore we would expect our Multiple Linear Regression model to outperform our Single Linear Regression model, which relies solely on Economy to predict happiness. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Feature Selection**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Happiness Score</th>\n",
+       "      <th>Family</th>\n",
+       "      <th>Health (Life Expectancy)</th>\n",
+       "      <th>Economy (GDP per Capita)</th>\n",
+       "      <th>Freedom</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>7.587</td>\n",
+       "      <td>1.34951</td>\n",
+       "      <td>0.94143</td>\n",
+       "      <td>1.39651</td>\n",
+       "      <td>0.66557</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>7.561</td>\n",
+       "      <td>1.40223</td>\n",
+       "      <td>0.94784</td>\n",
+       "      <td>1.30232</td>\n",
+       "      <td>0.62877</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>7.527</td>\n",
+       "      <td>1.36058</td>\n",
+       "      <td>0.87464</td>\n",
+       "      <td>1.32548</td>\n",
+       "      <td>0.64938</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>7.522</td>\n",
+       "      <td>1.33095</td>\n",
+       "      <td>0.88521</td>\n",
+       "      <td>1.45900</td>\n",
+       "      <td>0.66973</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>7.427</td>\n",
+       "      <td>1.32261</td>\n",
+       "      <td>0.90563</td>\n",
+       "      <td>1.32629</td>\n",
+       "      <td>0.63297</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Happiness Score   Family  Health (Life Expectancy)  \\\n",
+       "0            7.587  1.34951                   0.94143   \n",
+       "1            7.561  1.40223                   0.94784   \n",
+       "2            7.527  1.36058                   0.87464   \n",
+       "3            7.522  1.33095                   0.88521   \n",
+       "4            7.427  1.32261                   0.90563   \n",
+       "\n",
+       "   Economy (GDP per Capita)  Freedom  \n",
+       "0                   1.39651  0.66557  \n",
+       "1                   1.30232  0.62877  \n",
+       "2                   1.32548  0.64938  \n",
+       "3                   1.45900  0.66973  \n",
+       "4                   1.32629  0.63297  "
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "chosen_features = ['Happiness Score','Family', 'Health (Life Expectancy)', 'Economy (GDP per Capita)', 'Freedom']\n",
+    "multiple_happiness = happiness.filter(chosen_features)\n",
+    "multiple_happiness.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Create the train/test splits**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "x train/test  (126, 4) (32, 4)\n",
+      "y train/test  (126,) (32,)\n"
+     ]
+    }
+   ],
+   "source": [
+    "x_train, x_test, y_train, y_test = train_test_split(multiple_happiness.drop(['Happiness Score'], axis=1),multiple_happiness['Happiness Score'],test_size=0.2,random_state=42)                                                                       \n",
+    "print(\"x train/test \",x_train.shape, x_test.shape)\n",
+    "print(\"y train/test \",y_train.shape, y_test.shape)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Prepare the training sets**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#convert from pandas dataframe/series to np array for training\n",
+    "x = x_train.values\n",
+    "y=y_train.values"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Create and train a linear regression model**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None,\n",
+       "         normalize=False)"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lin_reg_model = LinearRegression()\n",
+    "lin_reg_model.fit(x, y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([1.20973375, 1.06133406, 0.91949607, 1.74411857]), 1.960421057319616)"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lin_reg_model.coef_,lin_reg_model.intercept_"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Let's test it!**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#convert the panda dataframe/series into np arrays\n",
+    "test_x = x_test.values\n",
+    "test_y = y_test.values\n",
+    "\n",
+    "#pass the test x dataset into the model\n",
+    "predictions = lin_reg_model.predict(test_x)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Let's Evaluate it!**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.2320463982294615"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#mean squared error\n",
+    "np.mean((predictions - test_y) ** 2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.70905 0.48246 0.27108 0.44017] 4.3069999999999995 4.347199667982519\n",
+      "[1.25712 0.99111 1.27074 0.49615] 5.987 6.566885214446166\n",
+      "[0.747   0.61712 0.8818  0.17288] 4.194 4.6313974975723315\n",
+      "[0.41587 0.22396 0.0153  0.1185 ] 2.905 2.921955747845097\n",
+      "[0.95152 0.43873 0.18847 0.46582] 5.0569999999999995 4.56288874190275\n",
+      "[1.24823 0.78723 1.05351 0.44974] 6.574 6.0590592182554275\n",
+      "[1.04103 0.07612 0.37545 0.31767] 4.898 4.199857874493746\n",
+      "[0.73803 0.54909 0.59066 0.59591] 4.876 5.018456020765323\n",
+      "[0.91916 0.79081 0.83223 0.09245] 4.949 4.838149496430775\n",
+      "[1.13299 0.33861 0.21102 0.45727] 3.931 4.681980781245059\n",
+      "[1.12575 0.80925 1.42727 0.64157] 6.901 6.612506721311087\n",
+      "[1.14184 0.74314 0.59325 0.55475] 5.827999999999999 5.643504054954601\n",
+      "[1.23287 0.69702 0.98124 0.49049] 6.983 5.94935561254865\n",
+      "[1.22668 0.53886 0.95847 0.4761 ] 5.547999999999999 5.72797197341618\n",
+      "[1.1985  0.79661 1.06353 0.5421 ] 6.7860000000000005 6.179154614012047\n",
+      "[1.20643 0.84483 1.17898 0.46364] 6.505 6.209237609834251\n",
+      "[0.95571 0.      0.33024 0.4084 ] 4.507 4.132528102453181\n",
+      "[0.54447 0.69805 1.0088  0.30033] 4.686 4.8113477999285355\n",
+      "[1.02626 0.09131 0.08308 0.34037] 4.971 3.968870196574679\n",
+      "[1.07008 0.92356 1.20806 0.49027] 5.695 6.201034067408417\n",
+      "[0.77115 0.15185 0.46534 0.46866] 3.655 4.299747723696424\n",
+      "[1.28566 0.89667 1.30782 0.5845 ] 6.937 6.689366416355663\n",
+      "[1.29704 0.89042 1.33723 0.62433] 7.2 6.793010470490197\n",
+      "[1.30923 0.93156 1.33358 0.65124] 7.284 6.894998478232223\n",
+      "[1.2089  0.8116  1.06166 0.60362] 6.485 6.313223959197274\n",
+      "[1.05392 0.69639 0.90198 0.40661] 5.192 5.513029193967952\n",
+      "[1.01528 0.61826 0.59448 0.32818] 5.888999999999999 4.963826790421297\n",
+      "[0.79273 0.36315 0.23906 0.22917] 3.9560000000000004 3.9243511389537744\n",
+      "[0.59207 0.36291 0.44025 0.46074] 4.369 4.270230196212314\n",
+      "[0.66801 0.46721 0.20824 0.19184] 3.681 3.7904687536157557\n",
+      "[1.00268 0.38215 0.2852  0.32878] 3.781 4.4146572856324005\n",
+      "[0.94632 0.73172 1.06098 0.22815] 5.332000000000001 5.255303251064371\n"
+     ]
+    }
+   ],
+   "source": [
+    "#see the results\n",
+    "for each, actual_happiness, preds in zip(test_x, test_y, predictions):\n",
+    "    print(each, actual_happiness, preds)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.scatter(lin_reg_model.predict(test_x), test_y)\n",
+    "plt.title('Predictions v Actual Happiness Scores')\n",
+    "plt.xlabel('Predictions')\n",
+    "plt.ylabel('Actual Happiness Scores');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Exercise\n",
+    "* Create Simple and Multiple Linear Regression Models trained on stratified training sets\n",
+    "* Evaluate the models and compare the results to those presented in this notebook\n",
+    "* Are the results better, worse or the same? Why?"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/topic_16/datasets/.gitkeep b/topic_16/datasets/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_16/datasets/happiness/.gitkeep b/topic_16/datasets/happiness/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_16/datasets/happiness/2015.csv b/topic_16/datasets/happiness/2015.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e70b5719cc5680ca0d0e6adedcc9db27be432752
--- /dev/null
+++ b/topic_16/datasets/happiness/2015.csv
@@ -0,0 +1,159 @@
+Country,Region,Happiness Rank,Happiness Score,Standard Error,Economy (GDP per Capita),Family,Health (Life Expectancy),Freedom,Trust (Government Corruption),Generosity,Dystopia Residual
+Switzerland,Western Europe,1,7.587,0.03411,1.39651,1.34951,0.94143,0.66557,0.41978,0.29678,2.51738
+Iceland,Western Europe,2,7.561,0.04884,1.30232,1.40223,0.94784,0.62877,0.14145,0.4363,2.70201
+Denmark,Western Europe,3,7.527,0.03328,1.32548,1.36058,0.87464,0.64938,0.48357,0.34139,2.49204
+Norway,Western Europe,4,7.522,0.0388,1.459,1.33095,0.88521,0.66973,0.36503,0.34699,2.46531
+Canada,North America,5,7.427,0.03553,1.32629,1.32261,0.90563,0.63297,0.32957,0.45811,2.45176
+Finland,Western Europe,6,7.406,0.0314,1.29025,1.31826,0.88911,0.64169,0.41372,0.23351,2.61955
+Netherlands,Western Europe,7,7.378,0.02799,1.32944,1.28017,0.89284,0.61576,0.31814,0.4761,2.4657
+Sweden,Western Europe,8,7.364,0.03157,1.33171,1.28907,0.91087,0.6598,0.43844,0.36262,2.37119
+New Zealand,Australia and New Zealand,9,7.286,0.03371,1.25018,1.31967,0.90837,0.63938,0.42922,0.47501,2.26425
+Australia,Australia and New Zealand,10,7.284,0.04083,1.33358,1.30923,0.93156,0.65124,0.35637,0.43562,2.26646
+Israel,Middle East and Northern Africa,11,7.278,0.0347,1.22857,1.22393,0.91387,0.41319,0.07785,0.33172,3.08854
+Costa Rica,Latin America and Caribbean,12,7.226,0.04454,0.95578,1.23788,0.86027,0.63376,0.10583,0.25497,3.17728
+Austria,Western Europe,13,7.2,0.03751,1.33723,1.29704,0.89042,0.62433,0.18676,0.33088,2.5332
+Mexico,Latin America and Caribbean,14,7.187,0.04176,1.02054,0.91451,0.81444,0.48181,0.21312,0.14074,3.60214
+United States,North America,15,7.119,0.03839,1.39451,1.24711,0.86179,0.54604,0.1589,0.40105,2.51011
+Brazil,Latin America and Caribbean,16,6.983,0.04076,0.98124,1.23287,0.69702,0.49049,0.17521,0.14574,3.26001
+Luxembourg,Western Europe,17,6.946,0.03499,1.56391,1.21963,0.91894,0.61583,0.37798,0.28034,1.96961
+Ireland,Western Europe,18,6.94,0.03676,1.33596,1.36948,0.89533,0.61777,0.28703,0.45901,1.9757
+Belgium,Western Europe,19,6.937,0.03595,1.30782,1.28566,0.89667,0.5845,0.2254,0.2225,2.41484
+United Arab Emirates,Middle East and Northern Africa,20,6.901,0.03729,1.42727,1.12575,0.80925,0.64157,0.38583,0.26428,2.24743
+United Kingdom,Western Europe,21,6.867,0.01866,1.26637,1.28548,0.90943,0.59625,0.32067,0.51912,1.96994
+Oman,Middle East and Northern Africa,22,6.853,0.05335,1.36011,1.08182,0.76276,0.63274,0.32524,0.21542,2.47489
+Venezuela,Latin America and Caribbean,23,6.81,0.06476,1.04424,1.25596,0.72052,0.42908,0.11069,0.05841,3.19131
+Singapore,Southeastern Asia,24,6.798,0.0378,1.52186,1.02,1.02525,0.54252,0.4921,0.31105,1.88501
+Panama,Latin America and Caribbean,25,6.786,0.0491,1.06353,1.1985,0.79661,0.5421,0.0927,0.24434,2.84848
+Germany,Western Europe,26,6.75,0.01848,1.32792,1.29937,0.89186,0.61477,0.21843,0.28214,2.11569
+Chile,Latin America and Caribbean,27,6.67,0.058,1.10715,1.12447,0.85857,0.44132,0.12869,0.33363,2.67585
+Qatar,Middle East and Northern Africa,28,6.611,0.06257,1.69042,1.0786,0.79733,0.6404,0.52208,0.32573,1.55674
+France,Western Europe,29,6.575,0.03512,1.27778,1.26038,0.94579,0.55011,0.20646,0.12332,2.21126
+Argentina,Latin America and Caribbean,30,6.574,0.04612,1.05351,1.24823,0.78723,0.44974,0.08484,0.11451,2.836
+Czech Republic,Central and Eastern Europe,31,6.505,0.04168,1.17898,1.20643,0.84483,0.46364,0.02652,0.10686,2.67782
+Uruguay,Latin America and Caribbean,32,6.485,0.04539,1.06166,1.2089,0.8116,0.60362,0.24558,0.2324,2.32142
+Colombia,Latin America and Caribbean,33,6.477,0.05051,0.91861,1.24018,0.69077,0.53466,0.0512,0.18401,2.85737
+Thailand,Southeastern Asia,34,6.455,0.03557,0.9669,1.26504,0.7385,0.55664,0.03187,0.5763,2.31945
+Saudi Arabia,Middle East and Northern Africa,35,6.411,0.04633,1.39541,1.08393,0.72025,0.31048,0.32524,0.13706,2.43872
+Spain,Western Europe,36,6.329,0.03468,1.23011,1.31379,0.95562,0.45951,0.06398,0.18227,2.12367
+Malta,Western Europe,37,6.302,0.04206,1.2074,1.30203,0.88721,0.60365,0.13586,0.51752,1.6488
+Taiwan,Eastern Asia,38,6.298,0.03868,1.29098,1.07617,0.8753,0.3974,0.08129,0.25376,2.32323
+Kuwait,Middle East and Northern Africa,39,6.295,0.04456,1.55422,1.16594,0.72492,0.55499,0.25609,0.16228,1.87634
+Suriname,Latin America and Caribbean,40,6.269,0.09811,0.99534,0.972,0.6082,0.59657,0.13633,0.16991,2.79094
+Trinidad and Tobago,Latin America and Caribbean,41,6.168,0.10895,1.21183,1.18354,0.61483,0.55884,0.0114,0.31844,2.26882
+El Salvador,Latin America and Caribbean,42,6.13,0.05618,0.76454,1.02507,0.67737,0.4035,0.11776,0.10692,3.035
+Guatemala,Latin America and Caribbean,43,6.123,0.05224,0.74553,1.04356,0.64425,0.57733,0.09472,0.27489,2.74255
+Uzbekistan,Central and Eastern Europe,44,6.003,0.04361,0.63244,1.34043,0.59772,0.65821,0.30826,0.22837,2.23741
+Slovakia,Central and Eastern Europe,45,5.995,0.04267,1.16891,1.26999,0.78902,0.31751,0.03431,0.16893,2.24639
+Japan,Eastern Asia,46,5.987,0.03581,1.27074,1.25712,0.99111,0.49615,0.1806,0.10705,1.68435
+South Korea,Eastern Asia,47,5.984,0.04098,1.24461,0.95774,0.96538,0.33208,0.07857,0.18557,2.21978
+Ecuador,Latin America and Caribbean,48,5.975,0.04528,0.86402,0.99903,0.79075,0.48574,0.1809,0.11541,2.53942
+Bahrain,Middle East and Northern Africa,49,5.96,0.05412,1.32376,1.21624,0.74716,0.45492,0.306,0.17362,1.73797
+Italy,Western Europe,50,5.948,0.03914,1.25114,1.19777,0.95446,0.26236,0.02901,0.22823,2.02518
+Bolivia,Latin America and Caribbean,51,5.89,0.05642,0.68133,0.97841,0.5392,0.57414,0.088,0.20536,2.82334
+Moldova,Central and Eastern Europe,52,5.889,0.03799,0.59448,1.01528,0.61826,0.32818,0.01615,0.20951,3.10712
+Paraguay,Latin America and Caribbean,53,5.878,0.04563,0.75985,1.30477,0.66098,0.53899,0.08242,0.3424,2.18896
+Kazakhstan,Central and Eastern Europe,54,5.855,0.04114,1.12254,1.12241,0.64368,0.51649,0.08454,0.11827,2.24729
+Slovenia,Central and Eastern Europe,55,5.848,0.04251,1.18498,1.27385,0.87337,0.60855,0.03787,0.25328,1.61583
+Lithuania,Central and Eastern Europe,56,5.833,0.03843,1.14723,1.25745,0.73128,0.21342,0.01031,0.02641,2.44649
+Nicaragua,Latin America and Caribbean,57,5.828,0.05371,0.59325,1.14184,0.74314,0.55475,0.19317,0.27815,2.32407
+Peru,Latin America and Caribbean,58,5.824,0.04615,0.90019,0.97459,0.73017,0.41496,0.05989,0.14982,2.5945
+Belarus,Central and Eastern Europe,59,5.813,0.03938,1.03192,1.23289,0.73608,0.37938,0.1909,0.11046,2.1309
+Poland,Central and Eastern Europe,60,5.791,0.04263,1.12555,1.27948,0.77903,0.53122,0.04212,0.16759,1.86565
+Malaysia,Southeastern Asia,61,5.77,0.0433,1.12486,1.07023,0.72394,0.53024,0.10501,0.33075,1.88541
+Croatia,Central and Eastern Europe,62,5.759,0.04394,1.08254,0.79624,0.78805,0.25883,0.0243,0.05444,2.75414
+Libya,Middle East and Northern Africa,63,5.754,0.07832,1.13145,1.11862,0.7038,0.41668,0.11023,0.18295,2.09066
+Russia,Central and Eastern Europe,64,5.716,0.03135,1.13764,1.23617,0.66926,0.36679,0.03005,0.00199,2.27394
+Jamaica,Latin America and Caribbean,65,5.709,0.13693,0.81038,1.15102,0.68741,0.50442,0.02299,0.2123,2.32038
+North Cyprus,Western Europe,66,5.695,0.05635,1.20806,1.07008,0.92356,0.49027,0.1428,0.26169,1.59888
+Cyprus,Western Europe,67,5.689,0.0558,1.20813,0.89318,0.92356,0.40672,0.06146,0.30638,1.88931
+Algeria,Middle East and Northern Africa,68,5.605,0.05099,0.93929,1.07772,0.61766,0.28579,0.17383,0.07822,2.43209
+Kosovo,Central and Eastern Europe,69,5.589,0.05018,0.80148,0.81198,0.63132,0.24749,0.04741,0.2831,2.76579
+Turkmenistan,Central and Eastern Europe,70,5.548,0.04175,0.95847,1.22668,0.53886,0.4761,0.30844,0.16979,1.86984
+Mauritius,Sub-Saharan Africa,71,5.477,0.07197,1.00761,0.98521,0.7095,0.56066,0.07521,0.37744,1.76145
+Hong Kong,Eastern Asia,72,5.474,0.05051,1.38604,1.05818,1.01328,0.59608,0.37124,0.39478,0.65429
+Estonia,Central and Eastern Europe,73,5.429,0.04013,1.15174,1.22791,0.77361,0.44888,0.15184,0.0868,1.58782
+Indonesia,Southeastern Asia,74,5.399,0.02596,0.82827,1.08708,0.63793,0.46611,0,0.51535,1.86399
+Vietnam,Southeastern Asia,75,5.36,0.03107,0.63216,0.91226,0.74676,0.59444,0.10441,0.1686,2.20173
+Turkey,Middle East and Northern Africa,76,5.332,0.03864,1.06098,0.94632,0.73172,0.22815,0.15746,0.12253,2.08528
+Kyrgyzstan,Central and Eastern Europe,77,5.286,0.03823,0.47428,1.15115,0.65088,0.43477,0.04232,0.3003,2.2327
+Nigeria,Sub-Saharan Africa,78,5.268,0.04192,0.65435,0.90432,0.16007,0.34334,0.0403,0.27233,2.89319
+Bhutan,Southern Asia,79,5.253,0.03225,0.77042,1.10395,0.57407,0.53206,0.15445,0.47998,1.63794
+Azerbaijan,Central and Eastern Europe,80,5.212,0.03363,1.02389,0.93793,0.64045,0.3703,0.16065,0.07799,2.00073
+Pakistan,Southern Asia,81,5.194,0.03726,0.59543,0.41411,0.51466,0.12102,0.10464,0.33671,3.10709
+Jordan,Middle East and Northern Africa,82,5.192,0.04524,0.90198,1.05392,0.69639,0.40661,0.14293,0.11053,1.87996
+Montenegro,Central and Eastern Europe,82,5.192,0.05235,0.97438,0.90557,0.72521,0.1826,0.14296,0.1614,2.10017
+China,Eastern Asia,84,5.14,0.02424,0.89012,0.94675,0.81658,0.51697,0.02781,0.08185,1.8604
+Zambia,Sub-Saharan Africa,85,5.129,0.06988,0.47038,0.91612,0.29924,0.48827,0.12468,0.19591,2.6343
+Romania,Central and Eastern Europe,86,5.124,0.06607,1.04345,0.88588,0.7689,0.35068,0.00649,0.13748,1.93129
+Serbia,Central and Eastern Europe,87,5.123,0.04864,0.92053,1.00964,0.74836,0.20107,0.02617,0.19231,2.025
+Portugal,Western Europe,88,5.102,0.04802,1.15991,1.13935,0.87519,0.51469,0.01078,0.13719,1.26462
+Latvia,Central and Eastern Europe,89,5.098,0.0464,1.11312,1.09562,0.72437,0.29671,0.06332,0.18226,1.62215
+Philippines,Southeastern Asia,90,5.073,0.04934,0.70532,1.03516,0.58114,0.62545,0.12279,0.24991,1.7536
+Somaliland region,Sub-Saharan Africa,91,5.057,0.06161,0.18847,0.95152,0.43873,0.46582,0.39928,0.50318,2.11032
+Morocco,Middle East and Northern Africa,92,5.013,0.0342,0.73479,0.64095,0.60954,0.41691,0.08546,0.07172,2.45373
+Macedonia,Central and Eastern Europe,93,5.007,0.05376,0.91851,1.00232,0.73545,0.33457,0.05327,0.22359,1.73933
+Mozambique,Sub-Saharan Africa,94,4.971,0.07896,0.08308,1.02626,0.09131,0.34037,0.15603,0.22269,3.05137
+Albania,Central and Eastern Europe,95,4.959,0.05013,0.87867,0.80434,0.81325,0.35733,0.06413,0.14272,1.89894
+Bosnia and Herzegovina,Central and Eastern Europe,96,4.949,0.06913,0.83223,0.91916,0.79081,0.09245,0.00227,0.24808,2.06367
+Lesotho,Sub-Saharan Africa,97,4.898,0.09438,0.37545,1.04103,0.07612,0.31767,0.12504,0.16388,2.79832
+Dominican Republic,Latin America and Caribbean,98,4.885,0.07446,0.89537,1.17202,0.66825,0.57672,0.14234,0.21684,1.21305
+Laos,Southeastern Asia,99,4.876,0.06698,0.59066,0.73803,0.54909,0.59591,0.24249,0.42192,1.73799
+Mongolia,Eastern Asia,100,4.874,0.03313,0.82819,1.3006,0.60268,0.43626,0.02666,0.3323,1.34759
+Swaziland,Sub-Saharan Africa,101,4.867,0.08742,0.71206,1.07284,0.07566,0.30658,0.0306,0.18259,2.48676
+Greece,Western Europe,102,4.857,0.05062,1.15406,0.92933,0.88213,0.07699,0.01397,0,1.80101
+Lebanon,Middle East and Northern Africa,103,4.839,0.04337,1.02564,0.80001,0.83947,0.33916,0.04582,0.21854,1.57059
+Hungary,Central and Eastern Europe,104,4.8,0.06107,1.12094,1.20215,0.75905,0.32112,0.02758,0.128,1.24074
+Honduras,Latin America and Caribbean,105,4.788,0.05648,0.59532,0.95348,0.6951,0.40148,0.06825,0.23027,1.84408
+Tajikistan,Central and Eastern Europe,106,4.786,0.03198,0.39047,0.85563,0.57379,0.47216,0.15072,0.22974,2.11399
+Tunisia,Middle East and Northern Africa,107,4.739,0.03589,0.88113,0.60429,0.73793,0.26268,0.06358,0.06431,2.12466
+Palestinian Territories,Middle East and Northern Africa,108,4.715,0.04394,0.59867,0.92558,0.66015,0.24499,0.12905,0.11251,2.04384
+Bangladesh,Southern Asia,109,4.694,0.03077,0.39753,0.43106,0.60164,0.4082,0.12569,0.21222,2.51767
+Iran,Middle East and Northern Africa,110,4.686,0.04449,1.0088,0.54447,0.69805,0.30033,0.05863,0.38086,1.6944
+Ukraine,Central and Eastern Europe,111,4.681,0.04412,0.79907,1.20278,0.6739,0.25123,0.02961,0.15275,1.5714
+Iraq,Middle East and Northern Africa,112,4.677,0.05232,0.98549,0.81889,0.60237,0,0.13788,0.17922,1.95335
+South Africa,Sub-Saharan Africa,113,4.642,0.04585,0.92049,1.18468,0.27688,0.33207,0.08884,0.11973,1.71956
+Ghana,Sub-Saharan Africa,114,4.633,0.04742,0.54558,0.67954,0.40132,0.42342,0.04355,0.23087,2.30919
+Zimbabwe,Sub-Saharan Africa,115,4.61,0.0429,0.271,1.03276,0.33475,0.25861,0.08079,0.18987,2.44191
+Liberia,Sub-Saharan Africa,116,4.571,0.11068,0.0712,0.78968,0.34201,0.28531,0.06232,0.24362,2.77729
+India,Southern Asia,117,4.565,0.02043,0.64499,0.38174,0.51529,0.39786,0.08492,0.26475,2.27513
+Sudan,Sub-Saharan Africa,118,4.55,0.0674,0.52107,1.01404,0.36878,0.10081,0.1466,0.19062,2.20857
+Haiti,Latin America and Caribbean,119,4.518,0.07331,0.26673,0.74302,0.38847,0.24425,0.17175,0.46187,2.24173
+Congo (Kinshasa),Sub-Saharan Africa,120,4.517,0.0368,0,1.0012,0.09806,0.22605,0.07625,0.24834,2.86712
+Nepal,Southern Asia,121,4.514,0.03607,0.35997,0.86449,0.56874,0.38282,0.05907,0.32296,1.95637
+Ethiopia,Sub-Saharan Africa,122,4.512,0.0378,0.19073,0.60406,0.44055,0.4345,0.15048,0.24325,2.44876
+Sierra Leone,Sub-Saharan Africa,123,4.507,0.07068,0.33024,0.95571,0,0.4084,0.08786,0.21488,2.51009
+Mauritania,Sub-Saharan Africa,124,4.436,0.03947,0.45407,0.86908,0.35874,0.24232,0.17461,0.219,2.11773
+Kenya,Sub-Saharan Africa,125,4.419,0.04734,0.36471,0.99876,0.41435,0.42215,0.05839,0.37542,1.78555
+Djibouti,Sub-Saharan Africa,126,4.369,0.08096,0.44025,0.59207,0.36291,0.46074,0.28105,0.18093,2.05125
+Armenia,Central and Eastern Europe,127,4.35,0.04763,0.76821,0.77711,0.7299,0.19847,0.039,0.07855,1.75873
+Botswana,Sub-Saharan Africa,128,4.332,0.04934,0.99355,1.10464,0.04776,0.49495,0.12474,0.10461,1.46181
+Myanmar,Southeastern Asia,129,4.307,0.04351,0.27108,0.70905,0.48246,0.44017,0.19034,0.79588,1.41805
+Georgia,Central and Eastern Europe,130,4.297,0.04221,0.7419,0.38562,0.72926,0.40577,0.38331,0.05547,1.59541
+Malawi,Sub-Saharan Africa,131,4.292,0.0613,0.01604,0.41134,0.22562,0.43054,0.06977,0.33128,2.80791
+Sri Lanka,Southern Asia,132,4.271,0.03751,0.83524,1.01905,0.70806,0.53726,0.09179,0.40828,0.67108
+Cameroon,Sub-Saharan Africa,133,4.252,0.04678,0.4225,0.88767,0.23402,0.49309,0.05786,0.20618,1.95071
+Bulgaria,Central and Eastern Europe,134,4.218,0.04828,1.01216,1.10614,0.76649,0.30587,0.00872,0.11921,0.89991
+Egypt,Middle East and Northern Africa,135,4.194,0.0326,0.8818,0.747,0.61712,0.17288,0.06324,0.11291,1.59927
+Yemen,Middle East and Northern Africa,136,4.077,0.04367,0.54649,0.68093,0.40064,0.35571,0.07854,0.09131,1.92313
+Angola,Sub-Saharan Africa,137,4.033,0.04758,0.75778,0.8604,0.16683,0.10384,0.07122,0.12344,1.94939
+Mali,Sub-Saharan Africa,138,3.995,0.05602,0.26074,1.03526,0.20583,0.38857,0.12352,0.18798,1.79293
+Congo (Brazzaville),Sub-Saharan Africa,139,3.989,0.06682,0.67866,0.6629,0.31051,0.41466,0.11686,0.12388,1.68135
+Comoros,Sub-Saharan Africa,140,3.956,0.04797,0.23906,0.79273,0.36315,0.22917,0.199,0.17441,1.95812
+Uganda,Sub-Saharan Africa,141,3.931,0.04317,0.21102,1.13299,0.33861,0.45727,0.07267,0.29066,1.42766
+Senegal,Sub-Saharan Africa,142,3.904,0.03608,0.36498,0.97619,0.4354,0.36772,0.10713,0.20843,1.44395
+Gabon,Sub-Saharan Africa,143,3.896,0.04547,1.06024,0.90528,0.43372,0.31914,0.11091,0.06822,0.99895
+Niger,Sub-Saharan Africa,144,3.845,0.03602,0.0694,0.77265,0.29707,0.47692,0.15639,0.19387,1.87877
+Cambodia,Southeastern Asia,145,3.819,0.05069,0.46038,0.62736,0.61114,0.66246,0.07247,0.40359,0.98195
+Tanzania,Sub-Saharan Africa,146,3.781,0.05061,0.2852,1.00268,0.38215,0.32878,0.05747,0.34377,1.38079
+Madagascar,Sub-Saharan Africa,147,3.681,0.03633,0.20824,0.66801,0.46721,0.19184,0.08124,0.21333,1.851
+Central African Republic,Sub-Saharan Africa,148,3.678,0.06112,0.0785,0,0.06699,0.48879,0.08289,0.23835,2.7223
+Chad,Sub-Saharan Africa,149,3.667,0.0383,0.34193,0.76062,0.1501,0.23501,0.05269,0.18386,1.94296
+Guinea,Sub-Saharan Africa,150,3.656,0.0359,0.17417,0.46475,0.24009,0.37725,0.12139,0.28657,1.99172
+Ivory Coast,Sub-Saharan Africa,151,3.655,0.05141,0.46534,0.77115,0.15185,0.46866,0.17922,0.20165,1.41723
+Burkina Faso,Sub-Saharan Africa,152,3.587,0.04324,0.25812,0.85188,0.27125,0.39493,0.12832,0.21747,1.46494
+Afghanistan,Southern Asia,153,3.575,0.03084,0.31982,0.30285,0.30335,0.23414,0.09719,0.3651,1.9521
+Rwanda,Sub-Saharan Africa,154,3.465,0.03464,0.22208,0.7737,0.42864,0.59201,0.55191,0.22628,0.67042
+Benin,Sub-Saharan Africa,155,3.34,0.03656,0.28665,0.35386,0.3191,0.4845,0.0801,0.1826,1.63328
+Syria,Middle East and Northern Africa,156,3.006,0.05015,0.6632,0.47489,0.72193,0.15684,0.18906,0.47179,0.32858
+Burundi,Sub-Saharan Africa,157,2.905,0.08658,0.0153,0.41587,0.22396,0.1185,0.10062,0.19727,1.83302
+Togo,Sub-Saharan Africa,158,2.839,0.06727,0.20868,0.13995,0.28443,0.36453,0.10731,0.16681,1.56726
diff --git a/topic_16/datasets/police_shooting/.gitkeep b/topic_16/datasets/police_shooting/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/topic_16/datasets/police_shooting/fatal-police-shootings-data.csv b/topic_16/datasets/police_shooting/fatal-police-shootings-data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed5cf431477b7779f464a20175d080842ae0b735
--- /dev/null
+++ b/topic_16/datasets/police_shooting/fatal-police-shootings-data.csv
@@ -0,0 +1,5417 @@
+name,date,manner_of_death,armed,age,gender,race,city,state,signs_of_mental_illness,threat_level,flee,body_camera
+Tim Elliot,1/2/2015,shot,gun,53,M,A,Shelton,WA,TRUE,attack,Not fleeing,FALSE
+Lewis Lee Lembke,1/2/2015,shot,gun,47,M,W,Aloha,OR,FALSE,attack,Not fleeing,FALSE
+John Paul Quintero,1/3/2015,shot and Tasered,unarmed,23,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Matthew Hoffman,1/4/2015,shot,toy weapon,32,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Michael Rodriguez,1/4/2015,shot,nail gun,39,M,H,Evans,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Joe Brown,1/4/2015,shot,gun,18,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Arnold Buck,1/5/2015,shot,gun,22,M,H,Chandler,AZ,FALSE,attack,Car,FALSE
+Brock Nichols,1/6/2015,shot,gun,35,M,W,Assaria,KS,FALSE,attack,Not fleeing,FALSE
+Autumn Steele,1/6/2015,shot,unarmed,34,F,W,Burlington,IA,FALSE,other,Not fleeing,TRUE
+Leslie Sapp III,1/6/2015,shot,toy weapon,47,M,B,Knoxville,PA,FALSE,attack,Not fleeing,FALSE
+Patrick Wetter,1/6/2015,shot and Tasered,knife,25,M,W,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Ron Sneed,1/7/2015,shot,gun,31,M,B,Freeport,TX,FALSE,attack,Not fleeing,FALSE
+Hashim Hanif Ibn Abdul-Rasheed,1/7/2015,shot,knife,41,M,B,Columbus,OH,TRUE,other,Not fleeing,FALSE
+Nicholas Ryan Brickman,1/7/2015,shot,gun,30,M,W,Des Moines,IA,FALSE,attack,Car,FALSE
+Omarr Julian Maximillian Jackson,1/7/2015,shot,gun,37,M,B,New Orleans,LA,FALSE,attack,Foot,TRUE
+Loren Simpson,1/8/2015,shot,,28,M,W,Huntley,MT,FALSE,undetermined,Not fleeing,FALSE
+James Dudley Barker,1/8/2015,shot,shovel,42,M,W,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+Artago Damon Howard,1/8/2015,shot,unarmed,36,M,B,Strong,AR,FALSE,attack,Not fleeing,FALSE
+Thomas Hamby,1/8/2015,shot,gun,49,M,W,Syracuse,UT,FALSE,attack,Not fleeing,TRUE
+Jimmy Foreman,1/9/2015,shot,gun,71,M,W,England,AR,FALSE,attack,Not fleeing,FALSE
+Andy Martinez,1/9/2015,shot,gun,33,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Tommy Smith,1/11/2015,shot,gun,39,M,W,Arcola,IL,TRUE,attack,Not fleeing,FALSE
+Brian  Barbosa,1/11/2015,shot,gun,23,M,H,South Gate,CA,FALSE,attack,Not fleeing,FALSE
+Salvador Figueroa,1/11/2015,shot and Tasered,gun,29,M,H,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+John Edward O'Keefe,1/13/2015,shot,gun,34,M,W,Albuquerque,NM,FALSE,attack,Foot,TRUE
+Richard McClendon,1/13/2015,shot,knife,43,M,W,Jourdanton,TX,TRUE,other,Not fleeing,FALSE
+Marcus Golden,1/14/2015,shot,,24,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Michael Goebel,1/14/2015,shot,,29,M,W,Franklin County,MO,FALSE,attack,Not fleeing,FALSE
+Mario Jordan,1/14/2015,shot,gun,34,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,FALSE
+Talbot Schroeder,1/14/2015,shot,knife,75,M,W,Old Bridge,NJ,FALSE,attack,Not fleeing,FALSE
+Robert Edwards,1/14/2015,shot,gun,68,M,W,Lake Jackson,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey R. Nielson,1/14/2015,shot,knife,34,M,W,Draper,UT,FALSE,attack,Not fleeing,TRUE
+Donte Sowell,1/15/2015,shot,gun,27,M,B,Indianapolis,IN,FALSE,attack,Foot,FALSE
+Kavonda Earl Payton,1/15/2015,shot,gun,39,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Quincy Reed Reindl,1/15/2015,shot,gun,24,M,W,Bloomington,MN,TRUE,attack,Not fleeing,FALSE
+Jose Ceja,1/15/2015,shot,knife,36,M,H,Fairfield,CA,TRUE,other,Not fleeing,FALSE
+Nathan Massey,1/15/2015,shot,gun,33,M,W,Evangeline Parish,LA,FALSE,attack,Not fleeing,FALSE
+Scott Hall,1/16/2015,shot,gun,41,M,W,Mabank,TX,FALSE,attack,Car,FALSE
+Zaki Shinwary,1/16/2015,shot and Tasered,knife,48,M,O,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Terence Walker,1/17/2015,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,TRUE
+Pablo Meza,1/17/2015,shot,gun,24,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Brumley,1/17/2015,shot,knife,27,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Jonathan Guillory,1/18/2015,shot,gun,32,M,W,Maricopa,AZ,TRUE,attack,Not fleeing,FALSE
+Carter Castle,1/18/2015,shot and Tasered,gun,67,M,W,Gunlock,KY,TRUE,attack,Not fleeing,FALSE
+Paul Campbell,1/19/2015,shot,knife,49,M,W,Weymouth,MA,FALSE,attack,Not fleeing,FALSE
+Dewayne Carr,1/20/2015,shot,,42,M,B,Scottsdale,AZ,FALSE,other,Car,FALSE
+Todd Allen Hodge,1/21/2015,shot,gun,36,M,W,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Angel de Santos-Rodriguez,1/21/2015,shot,gun,36,M,H,Chapeno,TX,FALSE,attack,Foot,FALSE
+Isaac Holmes,1/21/2015,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Toto,1/21/2015,shot,gun,54,M,W,Derry,NH,TRUE,attack,Not fleeing,FALSE
+Tiano Meton,1/22/2015,shot,toy weapon,25,M,B,Sierra Blanca,TX,FALSE,attack,Car,FALSE
+Kristiana Coignard,1/22/2015,shot and Tasered,knife,17,F,W,Longview,TX,TRUE,other,Not fleeing,FALSE
+Demaris Turner,1/23/2015,shot,,29,M,B,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Jose Antonio Espinoza Ruiz,1/23/2015,shot,knife,56,M,H,Levelland,TX,FALSE,other,Not fleeing,FALSE
+Robert Francis Mesch,1/23/2015,shot,gun,61,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Daryl Myler,1/24/2015,shot,gun,45,M,W,Rexburg,ID,FALSE,attack,Not fleeing,FALSE
+Darin Hutchins,1/24/2015,shot,knife,26,M,B,Baltimore,MD,TRUE,other,Not fleeing,FALSE
+Wendell King,1/24/2015,shot,gun,40,M,W,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Orlando Jude Lopez,1/25/2015,shot,gun,26,M,H,Pueblo,CO,FALSE,attack,Car,FALSE
+William Campbell,1/25/2015,shot,gun,59,M,,Winslow,NJ,FALSE,attack,Not fleeing,FALSE
+Jessie Hernandez,1/26/2015,shot,,17,F,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Raymond Kmetz,1/26/2015,shot,gun,68,M,W,New Hope,MN,TRUE,attack,Not fleeing,FALSE
+Joshua Omar Garcia,1/26/2015,shot,unarmed,24,M,H,Tahoka,TX,FALSE,other,Car,FALSE
+David Garcia,1/26/2015,shot,knife,34,M,H,Wasco,CA,TRUE,other,Not fleeing,FALSE
+Tiffany Terry,1/27/2015,shot,knife,39,F,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Nicolas Leland Tewa,1/27/2015,shot,,26,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Chris Ingram,1/27/2015,shot,gun,29,M,W,Morenci,AZ,FALSE,attack,Not fleeing,FALSE
+Jermonte Fletcher,1/27/2015,shot,gun,33,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Alan Lance Alverson,1/28/2015,shot,gun,45,M,W,Sunset,TX,FALSE,attack,Not fleeing,FALSE
+Cody Karasek,1/28/2015,shot,gun,26,M,W,Rosenberg,TX,FALSE,attack,Not fleeing,FALSE
+Matautu Nuu,1/28/2015,shot and Tasered,hammer,35,M,A,Stockton,CA,TRUE,attack,Not fleeing,FALSE
+Alan James,1/29/2015,shot,gun,31,M,W,Wyoming,MI,TRUE,attack,Not fleeing,FALSE
+Ralph Willis,1/29/2015,shot,unarmed,42,M,W,Stillwater,OK,FALSE,other,Foot,FALSE
+John Barry Marshall,1/30/2015,shot,gun,48,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Victor Manuel Reyes,1/31/2015,shot,gun,31,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Edward Donnell Bright,1/31/2015,shot and Tasered,knife,54,M,B,Randallstown,MD,TRUE,other,Not fleeing,FALSE
+David Kassick,2/2/2015,shot,unarmed,59,M,W,Hummelstown,PA,FALSE,other,Foot,FALSE
+Francis Murphy Rose III,2/2/2015,shot,gun,42,M,W,Apple Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jacob Haglund,2/2/2015,shot,gun,17,M,W,Bay City,MI,FALSE,attack,Not fleeing,FALSE
+Ledarius D. Williams,2/3/2015,shot,gun,23,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Yuvette Henderson,2/3/2015,shot,gun,38,F,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Dewayne Deshawn Ward,2/3/2015,shot,knife,29,M,B,Antioch,CA,TRUE,other,Not fleeing,FALSE
+Anthony Purvis,2/3/2015,shot,gun,45,M,W,Douglas,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy Lett,2/4/2015,shot,unarmed,28,M,B,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Izzy Colon,2/4/2015,shot,gun,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Salvador Muna,2/4/2015,shot,gun,28,M,H,Tempe,AZ,FALSE,attack,Car,FALSE
+Joaquin Hernandez,2/4/2015,shot,unarmed,28,M,H,Tempe,AZ,FALSE,other,Not fleeing,FALSE
+Jimmy Ray Robinson Jr.,2/4/2015,shot,gun,51,M,B,Lorena,TX,FALSE,attack,Car,FALSE
+Markell Atkins,2/4/2015,shot,knife,36,M,B,Memphis,TN,FALSE,other,Not fleeing,FALSE
+Paul Alfred Eugene Johnson,2/5/2015,shot,gun,59,M,W,Chino,CA,FALSE,other,Car,FALSE
+Herbert Hill,2/6/2015,shot,gun,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+John  Sawyer,2/7/2015,shot,toy weapon,26,M,W,Calimesa,CA,FALSE,attack,Not fleeing,FALSE
+James Allen,2/7/2015,shot,gun,74,M,B,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+John Martin Whittaker,2/8/2015,shot,gun,33,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Sawyer Flache,2/8/2015,shot,gun,27,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Vincent Cordaro,2/8/2015,shot,gun,57,M,W,New City,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Paffen,2/8/2015,shot,gun,46,M,W,Orange County,FL,FALSE,attack,Not fleeing,FALSE
+Larry Hostetter,2/8/2015,shot,gun,41,M,W,Nocona,TX,FALSE,attack,Not fleeing,FALSE
+Kenneth Kreyssig,2/9/2015,shot,gun,61,M,W,Smyrna,ME,TRUE,undetermined,Not fleeing,FALSE
+Desmond Luster,2/9/2015,shot,gun,45,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Bess,2/10/2015,shot,gun,49,M,B,Whitehaven,TN,FALSE,attack,Not fleeing,FALSE
+Brian Fritze,2/10/2015,shot,gun,45,M,W,New Castle,CO,TRUE,attack,Car,FALSE
+Antonio Zambrano-Montes,2/10/2015,shot and Tasered,unarmed,35,M,H,Pasco,WA,TRUE,other,Foot,FALSE
+Phillip Watkins,2/11/2015,shot,knife,23,M,B,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Fletcher Ray Stewart,2/11/2015,shot,toy weapon,46,M,W,Dadeville,AL,TRUE,attack,Foot,TRUE
+Jonathan Larry Harden,2/13/2015,shot,,23,M,W,San Bernardino,CA,FALSE,attack,Car,FALSE
+Andres Lara-Rodriguez,2/13/2015,shot,gun,21,M,H,Kansas City,KS,FALSE,attack,Car,FALSE
+Richard Carlin,2/13/2015,shot,unarmed,35,M,H,Reading,PA,FALSE,other,Not fleeing,FALSE
+Matthew D. Belk,2/13/2015,shot,gun,27,M,W,McLemoresville,TN,FALSE,attack,Not fleeing,FALSE
+Daniel Mejia,2/13/2015,shot,knife,37,M,H,San Manuel,AZ,TRUE,other,Not fleeing,FALSE
+Jason C. Hendrix,2/14/2015,shot,gun,16,M,W,Essex,MD,TRUE,attack,Car,FALSE
+Roy Joy Day,2/14/2015,shot,gun,51,M,W,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Howard Brent Means Jr.,2/15/2015,shot,gun,34,M,W,Iuka,MS,FALSE,attack,Foot,FALSE
+Bruce Steward,2/15/2015,shot,hatchet,34,M,W,Colton,OR,TRUE,other,Not fleeing,FALSE
+Lavall Hall,2/15/2015,shot and Tasered,unarmed,25,M,B,Miami Gardens,FL,TRUE,other,Not fleeing,FALSE
+Lawrence Caldwell,2/16/2015,shot,gun,56,M,W,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Michael K. Casper,2/16/2015,shot,gun,26,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Cody Evans,2/16/2015,shot,toy weapon,24,M,W,Provo,UT,TRUE,attack,Not fleeing,FALSE
+Betty Sexton,2/17/2015,shot,gun,43,F,W,Gaston County,NC,FALSE,attack,Not fleeing,FALSE
+Michael Ireland,2/17/2015,shot,unarmed,31,M,W,Springfield,MO,FALSE,other,Foot,FALSE
+Matthew Lundy,2/17/2015,shot,gun,32,M,W,Eaton Rapids Township,MI,FALSE,attack,Not fleeing,FALSE
+Douglas Sparks,2/17/2015,shot,toy weapon,30,M,W,Tewksbury,MA,FALSE,attack,Foot,FALSE
+Pedro Juan Saldivar,2/17/2015,shot,,50,M,H,Del Rio,TX,FALSE,other,Not fleeing,FALSE
+Janisha Fonville,2/18/2015,shot,undetermined,20,F,B,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Ruben Villalpando,2/20/2015,shot,unarmed,31,M,H,Euless,TX,FALSE,other,Not fleeing,FALSE
+Stanley Lamar Grant,2/20/2015,shot,gun,38,M,B,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Douglas Harris,2/20/2015,shot,gun,77,M,B,Birmingham,AL,TRUE,attack,Not fleeing,FALSE
+Alejandro Salazar,2/20/2015,shot,gun,,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Jason Moncrief Carter,2/21/2015,shot,gun,41,M,W,Ruidoso,NM,FALSE,attack,Not fleeing,FALSE
+Kent Norman,2/21/2015,shot,knife,51,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Bradford Leonard,2/22/2015,shot,gun,50,M,W,Palm Bay,FL,FALSE,attack,Not fleeing,FALSE
+Robert Kohl,2/23/2015,shot,gun,47,M,W,Denham Springs,LA,TRUE,attack,Not fleeing,FALSE
+Michael Wayne Smashey,2/23/2015,shot,knife,37,M,W,Powder Springs,GA,FALSE,other,Not fleeing,FALSE
+Anthony Giaquinta,2/23/2015,shot,gun,41,M,W,Clarkesville,GA,FALSE,attack,Foot,FALSE
+A'Donte Washington,2/23/2015,shot,gun,16,M,B,Millbrook,AL,FALSE,attack,Not fleeing,FALSE
+Jerome Nichols,2/23/2015,shot and Tasered,knife,42,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Daniel Elrod,2/23/2015,shot and Tasered,unarmed,39,M,W,Omaha,NE,FALSE,other,Not fleeing,FALSE
+Joseph Biegert,2/24/2015,shot and Tasered,knife,30,M,W,Green Bay,WI,TRUE,attack,Not fleeing,FALSE
+Glenn Lewis,2/25/2015,shot,,27,M,B,Oklahoma City,OK,FALSE,other,Car,FALSE
+Francis Spivey,2/25/2015,shot,gun,43,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+David Cuevas,2/26/2015,shot,gun,42,M,H,Lakeland,FL,FALSE,attack,Foot,FALSE
+Amilcar Perez-Lopez,2/26/2015,shot,knife,21,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Rodney Biggs,2/26/2015,shot,unarmed,49,M,W,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Crystal Lee Miley Harry,2/26/2015,shot,gun,34,F,W,Sylvester,GA,FALSE,attack,Car,FALSE
+Alexander Phillip Long,2/26/2015,shot and Tasered,unarmed,31,M,W,Terre Haute,IN,FALSE,other,Not fleeing,FALSE
+Ernesto Javiar Canepa Diaz,2/27/2015,shot,unarmed,27,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Chazsten Freeman,2/28/2015,shot,gun,24,M,W,Pelzer,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Allen,2/28/2015,shot,unarmed,34,M,B,St Louis,MO,FALSE,other,Car,FALSE
+Jessica Uribe,2/28/2015,shot,knife,28,F,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Cornelius J. Parker,2/28/2015,shot,gun,28,M,B,Columbia,MO,FALSE,attack,Car,FALSE
+Ian Sherrod,2/28/2015,shot,gun,40,M,B,Tarboro,NC,TRUE,attack,Car,FALSE
+Stephanie Hill,2/28/2015,shot,gun,37,F,W,La Paz County,AZ,FALSE,attack,Car,FALSE
+Deven Guilford,2/28/2015,shot and Tasered,unarmed,17,M,W,Roxand Township,MI,FALSE,attack,Not fleeing,TRUE
+Hung Trieu,3/1/2015,shot,gun,35,M,A,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lewis Matkins,3/1/2015,shot,gun,49,M,W,Barton,MS,FALSE,attack,Not fleeing,FALSE
+Charly Leundeu Keunang,3/1/2015,shot and Tasered,unarmed,43,M,B,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Shaquille Barrow,3/2/2015,shot,gun,20,M,B,Joilet,IL,FALSE,other,Foot,FALSE
+Fednel Rhinvil,3/3/2015,shot,gun,25,M,B,Salisbury,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Metz,3/3/2015,shot,knife,25,M,W,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Derek Cruice,3/4/2015,shot,unarmed,26,M,W,Deltona,FL,FALSE,other,Not fleeing,FALSE
+Carl Lao,3/4/2015,shot,gun,28,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Tyrone Ryerson Lawrence,3/5/2015,shot,knife,45,M,B,Milwaukee,WI,TRUE,other,Not fleeing,FALSE
+Sergio Alexander Navas,3/5/2015,shot,unarmed,36,M,H,Burbank,CA,FALSE,other,Car,FALSE
+Tyson Hubbard,3/5/2015,shot,gun,34,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Tony Robinson,3/6/2015,shot,unarmed,19,M,B,Madison,WI,FALSE,attack,Foot,FALSE
+Naeschylus  Vinzant,3/6/2015,shot,unarmed,37,M,B,Aurora,CO,FALSE,undetermined,Foot,FALSE
+Andrew Anthony Williams,3/6/2015,shot,,48,M,B,Putnam Hall,FL,FALSE,other,Not fleeing,FALSE
+Adam Reinhart,3/7/2015,shot,gun,29,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Monique Jenee Deckard,3/8/2015,shot,knife,43,F,B,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Aurelio Duarte,3/8/2015,shot,gun,40,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Michael McKillop,3/8/2015,shot,,35,M,W,Claymont,DE,FALSE,attack,Car,FALSE
+Anthony Hill,3/9/2015,shot,unarmed,27,M,B,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Lester Brown,3/9/2015,shot,gun,58,M,W,Brevard,NC,FALSE,attack,Not fleeing,FALSE
+James Brent Damon,3/9/2015,shot,gun,46,M,W,Dinosaur,CO,FALSE,attack,Not fleeing,FALSE
+Cedrick Lamont Bishop,3/9/2015,shot,gun,30,M,B,Cocoa,FL,FALSE,attack,Not fleeing,FALSE
+Theodore Johnson,3/10/2015,shot,gun,64,M,B,Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jamie Croom,3/10/2015,shot,gun,31,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Christopher Mitchell,3/10/2015,shot,knife,23,M,W,Port Wentworth,GA,FALSE,attack,Not fleeing,TRUE
+Edixon  Franco,3/10/2015,shot,sword,37,M,H,Ontario,CA,TRUE,other,Car,FALSE
+Terry Garnett Jr.,3/11/2015,shot,,37,M,B,Elkton,MD,FALSE,other,Not fleeing,FALSE
+James Greenwell,3/11/2015,shot,gun,31,M,W,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Benito Osorio,3/11/2015,shot,gun,39,M,H,Santa Ana,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Dean Burgess,3/11/2015,shot,toy weapon,31,M,W,Kingman,AZ,TRUE,attack,Not fleeing,FALSE
+Gilbert Fleury,3/11/2015,shot,gun,54,M,W,Bay Minette,AL,FALSE,attack,Not fleeing,FALSE
+William Russell  Smith,3/11/2015,shot,gun,53,M,W,Hoover,AL,TRUE,attack,Not fleeing,FALSE
+Aaron Valdez,3/11/2015,shot,,25,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Bobby Gross,3/12/2015,shot,unarmed,35,M,B,Washington,DC,TRUE,other,Not fleeing,FALSE
+James Richard Jimenez,3/13/2015,shot,gun,41,M,H,Napa,CA,FALSE,other,Other,FALSE
+Fred  Liggett,3/13/2015,shot,gun,59,M,W,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Driver,3/13/2015,shot,knife,36,M,W,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Antonio Perez,3/13/2015,shot,unarmed,32,M,H,Walnut Creek,CA,FALSE,other,Foot,FALSE
+Clifton Reintzel,3/14/2015,shot,knife,53,M,W,Follansbee,WV,FALSE,other,Not fleeing,FALSE
+Aaron Siler,3/14/2015,shot,gun,26,M,W,Kenosha,WI,FALSE,attack,Car,FALSE
+Richard Castilleja,3/14/2015,shot,gun,29,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Troy Ray Boyd,3/15/2015,shot,machete,27,M,W,Ruth,MS,FALSE,other,Not fleeing,FALSE
+Justin Tolkinen,3/16/2015,shot,gun,28,M,W,St. Paul,MN,TRUE,attack,Not fleeing,FALSE
+William Dean Poole,3/16/2015,shot,gun,52,M,W,Gastonia,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Charles Shipley,3/17/2015,shot,gun,49,M,W,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Declan Owen,3/17/2015,shot,gun,24,M,W,Dublin,NC,FALSE,attack,Foot,FALSE
+Alice Brown,3/17/2015,shot,,24,F,W,San Francisco,CA,TRUE,other,Not fleeing,FALSE
+Eugene Smith,3/17/2015,shot,gun,20,M,W,Onalaska,TX,TRUE,attack,Not fleeing,FALSE
+Roberto Leon,3/17/2015,shot,unarmed,22,M,H,Sacramento,CA,FALSE,undetermined,Car,FALSE
+Kaylene Stone,3/18/2015,shot,gun,49,F,W,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Garland Lee Wingo,3/18/2015,shot,gun,64,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Jeff Alexander,3/18/2015,shot,knife,47,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Shane Watkins,3/19/2015,shot,box cutter,39,M,W,Lawrence County,AL,TRUE,other,Not fleeing,TRUE
+Brandon Jones,3/19/2015,shot,unarmed,18,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Brandon Rapp,3/19/2015,shot,gun,31,M,W,Middleton,ID,FALSE,attack,Not fleeing,TRUE
+Kendre Alston,3/19/2015,shot,gun,16,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Jamison  Childress,3/19/2015,shot,unarmed,20,M,W,Sumas,WA,TRUE,attack,Not fleeing,FALSE
+Robert Burdge,3/19/2015,shot,gun,36,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Richard White,3/20/2015,shot,machete,63,M,B,New Orleans,LA,TRUE,attack,Not fleeing,FALSE
+Tyrel Vick,3/20/2015,shot,gun,34,M,W,Coal County,OK,FALSE,attack,Not fleeing,FALSE
+Justin Fowler,3/20/2015,shot,gun,24,M,N,Red Valley,AZ,FALSE,attack,Car,FALSE
+Enoch Gaver,3/21/2015,shot,gun,21,M,W,Cottonwood,AZ,FALSE,attack,Not fleeing,FALSE
+James Ellis,3/21/2015,shot,gun,44,M,W,Clarendon,NY,FALSE,attack,Car,FALSE
+Gary Page,3/21/2015,shot,gun,60,M,W,Harmony,IN,TRUE,attack,Not fleeing,FALSE
+Jason Smith,3/21/2015,shot,gun,42,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Phillip Conley,3/22/2015,shot,knife,37,M,W,Vallejo,CA,TRUE,other,Not fleeing,FALSE
+Christopher Ryan Healy,3/22/2015,shot and Tasered,knife,36,M,W,Portland,OR,TRUE,other,Foot,FALSE
+Denzel Brown,3/22/2015,shot and Tasered,undetermined,21,M,B,Islip,NY,FALSE,attack,Car,FALSE
+Devin Gates,3/23/2015,shot,gun,24,M,B,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Walter J. Brown III,3/24/2015,shot,gun,29,M,B,Portsmouth,VA,TRUE,attack,Car,FALSE
+Scott Dunham,3/24/2015,shot,gun,57,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Stephen Snyder,3/24/2015,shot,gun,38,M,W,Fond du Lac,WI,FALSE,attack,Not fleeing,FALSE
+Nicholas Thomas,3/25/2015,shot,undetermined,23,M,B,Smyrna,GA,FALSE,other,Car,TRUE
+Jeremy Lorenza Kelly,3/25/2015,shot,gun,27,M,B,Johnsonville,SC,FALSE,attack,Foot,FALSE
+Victor Terrazas,3/25/2015,shot,gun,28,M,H,South Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Tassinari,3/25/2015,shot and Tasered,gun,63,M,W,Glendale,AZ,TRUE,other,Not fleeing,FALSE
+Deanne Choate,3/26/2015,shot,gun,53,F,W,Gardner,KS,FALSE,attack,Not fleeing,FALSE
+Adrian Solis,3/26/2015,shot,knife,35,M,H,Wilmington,CA,TRUE,other,Not fleeing,FALSE
+Megan Hockaday,3/27/2015,shot,knife,26,F,B,Oxnard,CA,FALSE,other,Not fleeing,FALSE
+Harvey Oates,3/27/2015,shot,gun,42,M,W,Fort Ashby,WV,FALSE,attack,Car,FALSE
+Angelo West,3/27/2015,shot,gun,41,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Gary Kendrick,3/27/2015,shot,gun,56,M,W,Encinitas,CA,TRUE,attack,Not fleeing,FALSE
+Jamalis Hall,3/27/2015,shot,knife,39,M,B,Fort Pierce,FL,FALSE,other,Not fleeing,FALSE
+Adrian Hernandez,3/27/2015,shot,toy weapon,23,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Neil Seifert,3/27/2015,shot,gun,40,M,W,Webster,MA,FALSE,attack,Foot,FALSE
+Byron Herbert,3/29/2015,shot,gun,29,M,B,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Robert Rooker,3/29/2015,shot,,26,M,W,Jasper,OH,FALSE,attack,Car,FALSE
+John Marcell Allen,3/30/2015,shot,gun,54,M,,Boulder City,NV,FALSE,attack,Not fleeing,FALSE
+Brian Babb,3/30/2015,shot,gun,49,M,W,Eugene,OR,TRUE,attack,Not fleeing,FALSE
+Jeremy Anderson,3/31/2015,shot,gun,36,M,W,Carollwood,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Quezada,3/31/2015,shot,toy weapon,21,M,H,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+Mya Hall,3/31/2015,shot,,27,F,B,Fort Meade,MD,FALSE,other,Car,FALSE
+Robert Washington,4/1/2015,shot,gun,37,M,B,Hawthorne,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Clyde,4/1/2015,shot,knife,36,M,W,Hamilton,NJ,FALSE,attack,Not fleeing,FALSE
+Darrin Langford,4/2/2015,shot,gun,32,M,B,Rock Island,IL,FALSE,attack,Foot,FALSE
+Eric Harris,4/2/2015,shot,unarmed,44,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Aaron Rutledge,4/2/2015,shot,gun,27,M,W,Pineville,LA,TRUE,attack,Not fleeing,FALSE
+Donald Hicks,4/2/2015,shot and Tasered,gun,63,M,W,Metropolis,IL,TRUE,attack,Not fleeing,FALSE
+Christopher Prevatt,4/3/2015,shot,knife,38,M,W,Winchester,VA,FALSE,other,Not fleeing,TRUE
+Justus Howell,4/4/2015,shot,gun,17,M,B,Zion,IL,FALSE,attack,Foot,FALSE
+Paul Anderson,4/4/2015,shot,gun,31,M,B,Orange,CA,FALSE,attack,Not fleeing,TRUE
+Ethan Noll,4/4/2015,shot,gun,34,M,W,Edgewood,NM,TRUE,attack,Car,FALSE
+Walter Scott,4/4/2015,shot and Tasered,unarmed,50,M,B,North Charleston,SC,FALSE,other,Foot,FALSE
+Ken Cockerel,4/5/2015,shot,knife,51,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Richard Hanna,4/5/2015,shot,gun,56,M,W,Tehachapi,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Myers,4/6/2015,shot,gun,23,M,W,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Desmond Willis,4/6/2015,shot,gun,25,M,B,Harvey,LA,FALSE,attack,Foot,FALSE
+Tyrell J. Larsen,4/6/2015,shot,gun,31,M,W,Jefferson County,ID,FALSE,attack,Car,FALSE
+Erick Rose,4/7/2015,shot,gun,32,M,W,Pottawatomie County,OK,FALSE,attack,Car,FALSE
+Douglas Faith,4/8/2015,shot,gun,60,M,W,San Antonio,TX,FALSE,attack,Car,FALSE
+Dexter Pernell Bethea,4/8/2015,shot,,42,M,B,Valdosta,GA,FALSE,attack,Car,FALSE
+Roberto Rodriguez,4/8/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Joseph Jeremy Weber,4/8/2015,shot,knife,28,M,A,Sunnyvale,CA,TRUE,other,Not fleeing,FALSE
+Gordon Kimbrell,4/9/2015,shot,sword,22,M,W,Navarre,FL,FALSE,attack,Not fleeing,FALSE
+Don Smith,4/9/2015,shot,gun,29,M,B,Monon,IN,FALSE,attack,Car,FALSE
+Jess Leipold,4/9/2015,shot,gun,31,M,W,Straban Township,PA,TRUE,attack,Not fleeing,FALSE
+Phillip Burgess,4/9/2015,shot,gun,28,M,W,Boiling Springs,SC,FALSE,attack,Not fleeing,FALSE
+Mark Smith,4/9/2015,shot and Tasered,,54,M,,Kellyville,OK,FALSE,attack,Other,FALSE
+Angel Cresencio Corona,4/10/2015,shot,knife,21,M,H,Corning,CA,FALSE,attack,Not fleeing,FALSE
+Richard Reed,4/10/2015,shot,gun,38,M,W,Topeka,KS,FALSE,attack,Car,FALSE
+Donald Allen,4/11/2015,shot,gun,66,M,W,Sand Springs,OK,TRUE,attack,Not fleeing,TRUE
+Mack Long,4/12/2015,shot,gun,36,M,B,Indianapolis,IN,FALSE,attack,Foot,TRUE
+Richard Dale Weaver,4/12/2015,shot,machete,83,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Jason Lee Evans,4/12/2015,shot,gun,32,M,W,Salemburg,NC,TRUE,attack,Car,FALSE
+Isaac Jimenez,4/13/2015,shot,gun,27,M,H,Alton,IL,FALSE,attack,Not fleeing,FALSE
+Colby Robinson,4/14/2015,shot,undetermined,26,M,B,DeSoto,TX,FALSE,undetermined,Foot,FALSE
+Christopher Grant Finley,4/14/2015,shot,machete,31,M,W,Jonesboro,AR,TRUE,attack,Not fleeing,FALSE
+Tevin Barkley,4/15/2015,shot,gun,22,M,B,Miami,FL,FALSE,undetermined,Foot,FALSE
+Dante Noble,4/15/2015,shot,knife,41,M,B,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Frank Shephard,4/15/2015,shot,unarmed,41,M,B,Houston,TX,FALSE,other,Car,FALSE
+Mark W. Adair,4/15/2015,shot,toy weapon,51,M,W,Columbia,MO,FALSE,attack,Car,TRUE
+Stanley Watson,4/15/2015,shot,gun,72,M,W,Cañon City,CO,TRUE,attack,Not fleeing,FALSE
+Ernesto Flores,4/15/2015,shot,toy weapon,52,M,H,Montclair,CA,TRUE,attack,Not fleeing,FALSE
+Rodolfo Velazquez,4/16/2015,shot,knife,47,M,H,Shafter,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Kemp,4/17/2015,shot,gun,18,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Elias Cavazos,4/17/2015,shot,gun,29,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Thaddeus McCarroll,4/17/2015,shot,knife,23,M,B,Jennings,MO,TRUE,other,Not fleeing,TRUE
+Erik Tellez,4/18/2015,shot,gun,43,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Grover Sapp,4/18/2015,shot,gun,45,M,W,Panama City,FL,FALSE,attack,Not fleeing,FALSE
+Michael Foster,4/19/2015,shot,gun,40,M,W,Wilmore,KY,TRUE,attack,Not fleeing,FALSE
+Dana Hlavinka,4/19/2015,shot,knife,44,M,W,Sidney,NE,FALSE,attack,Not fleeing,FALSE
+Santos Cortez Hernandez,4/20/2015,shot,gun,25,M,H,Mission,TX,FALSE,other,Not fleeing,FALSE
+Daniel Covarrubias,4/21/2015,shot,unarmed,37,M,N,Lakewood,WA,TRUE,other,Foot,FALSE
+Kimber Key,4/21/2015,shot,knife,59,M,W,Irmo,SC,TRUE,other,Not fleeing,FALSE
+Luis Martinez,4/21/2015,shot,knife,35,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Daniel Wolfe,4/21/2015,shot,,35,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+William Chapman,4/22/2015,shot,unarmed,18,M,B,Portsmouth,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Saavedra Ramirez,4/22/2015,shot,knife,51,M,H,Bisbee,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Efraim,4/22/2015,shot,gun,30,M,W,Queens,NY,TRUE,attack,Foot,FALSE
+Reginald McGregor,4/22/2015,shot,gun,31,M,B,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Lue Vang,4/22/2015,shot,gun,39,M,A,Eldorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Valadez,4/23/2015,shot,gun,26,M,W,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Joseph Potts,4/23/2015,shot,gun,51,M,W,Rufe,OK,FALSE,attack,Not fleeing,FALSE
+Hector Morejon,4/23/2015,shot,unarmed,19,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Karen Janks,4/24/2015,shot,,46,F,W,Windsor,CA,FALSE,attack,Car,FALSE
+Mark Cecil Hawkins,4/24/2015,shot,gun,49,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Gary Timmie  Collins,4/24/2015,shot,gun,63,M,W,Miami,OK,FALSE,attack,Car,FALSE
+Todd Jamal Dye,4/24/2015,shot,gun,20,M,B,Trinidad,CO,FALSE,attack,Foot,TRUE
+Brandon Lawrence,4/25/2015,shot,machete,25,M,W,Victoria,TX,TRUE,other,Not fleeing,TRUE
+David Felix,4/25/2015,shot,unarmed,24,M,B,New York,NY,TRUE,attack,Foot,FALSE
+Daniel Davis,4/25/2015,shot,knife,58,M,W,Clermont,FL,TRUE,other,Not fleeing,FALSE
+Billy Joe Patrick,4/26/2015,shot,unarmed,29,M,W,Bunch,OK,FALSE,attack,Not fleeing,FALSE
+Albert Hanson,4/26/2015,shot,gun,76,M,W,Kings County,CA,FALSE,attack,Not fleeing,FALSE
+Dean Genova,4/26/2015,shot,gun,45,M,W,Fountain Valley,CA,FALSE,attack,Not fleeing,FALSE
+Terrance  Kellom,4/27/2015,shot,hammer,20,M,B,Detroit,MI,FALSE,other,Not fleeing,FALSE
+David Parker,4/28/2015,shot,gun,58,M,W,Mansfield,OH,FALSE,attack,Not fleeing,FALSE
+Jared Johnson,4/28/2015,shot,gun,21,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Joshua Green,4/28/2015,shot,gun,27,M,W,Marion,IL,TRUE,attack,Not fleeing,FALSE
+Andrew Jackson,4/29/2015,shot,knife,26,M,W,Chickasha,OK,FALSE,other,Foot,FALSE
+Joshua Deysie,4/29/2015,shot,gun,33,M,H,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Luis Chavez-Diaz,4/29/2015,shot,gun,27,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Alexia Christian,4/29/2015,shot,gun,25,F,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Adkins,4/29/2015,shot,gun,53,M,B,Emporia,VA,TRUE,attack,Not fleeing,FALSE
+John Acree,4/29/2015,shot,gun,53,M,W,Nashville,TN,TRUE,attack,Not fleeing,FALSE
+Fridoon Zalbeg Nehad,4/30/2015,shot,unarmed,42,M,O,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Erick Emmanuel Sanchez,4/30/2015,shot and Tasered,metal object,22,M,H,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Kenneth Mathena,5/2/2015,shot,gun,52,M,W,Smyrna,DE,FALSE,attack,Not fleeing,TRUE
+Kevin Vance Norton,5/3/2015,shot,gun,36,M,W,Roosevelt,UT,TRUE,attack,Not fleeing,TRUE
+Elton Simpson,5/3/2015,shot,gun,30,M,B,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Nadir Soofi,5/3/2015,shot,gun,34,M,O,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Billy Grimm,5/3/2015,shot,gun,44,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Michael Asher,5/3/2015,shot,gun,53,M,W,Chavies,KY,FALSE,attack,Not fleeing,FALSE
+Roark Cook,5/4/2015,shot,toy weapon,36,M,W,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Brendon Glenn,5/5/2015,shot,unarmed,29,M,B,Venice,CA,FALSE,attack,Not fleeing,TRUE
+Thong Kien Ma,5/5/2015,shot,knife,32,M,A,South El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Robert A. Frost,5/5/2015,shot,gun,46,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+David William Johnson,5/6/2015,shot,gun,18,M,W,Wake Forest,NC,FALSE,attack,Car,FALSE
+Joseph Roy,5/7/2015,shot,knife,72,M,,Lawrenceville,GA,TRUE,other,Not fleeing,FALSE
+Michael Murphy,5/7/2015,shot,knife,38,M,W,Beacon,NY,FALSE,other,Car,FALSE
+Nephi Arriguin,5/7/2015,shot,,21,M,B,Cerritos,CA,FALSE,attack,Car,FALSE
+Shaun Johnson,5/8/2015,shot,sword,35,M,W,Kearny,AZ,FALSE,attack,Not fleeing,FALSE
+David Schwalm,5/8/2015,shot,gun,58,M,W,Constantia,NY,TRUE,attack,Not fleeing,FALSE
+Dedrick Marshall,5/8/2015,shot,gun,48,M,B,Harvey,LA,FALSE,attack,Not fleeing,FALSE
+Sam Holmes,5/8/2015,shot,,31,M,B,Fridley,MN,FALSE,attack,Car,FALSE
+Stephen  Cunningham,5/10/2015,shot,gun,47,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Lionel Lorenzo Young,5/10/2015,shot,,34,M,B,Landover,MD,FALSE,other,Car,FALSE
+Kelvin Goldston,5/11/2015,shot,,30,M,B,Fort Worth,TX,FALSE,attack,Car,FALSE
+Justin Way,5/11/2015,shot,knife,28,M,W,St. Augustine,FL,TRUE,other,Not fleeing,FALSE
+D'Angelo Stallworth,5/12/2015,shot,gun,28,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Alec Ouzounian,5/12/2015,shot,undetermined,40,M,W,Rancho Santa Margarita,CA,TRUE,other,Not fleeing,FALSE
+Bruce Zalonka,5/12/2015,shot and Tasered,gun,46,M,O,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Sean Michael Pelletier,5/14/2015,shot,gun,37,M,W,Portage,MI,TRUE,attack,Car,FALSE
+Cary Martin,5/14/2015,shot,gun,53,M,W,St. Augustine,FL,TRUE,attack,Not fleeing,FALSE
+Mark Farrar,5/15/2015,shot,gun,41,M,W,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Matt Coates,5/15/2015,shot,toy weapon,42,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Ronell Wade,5/16/2015,shot,gun,45,M,B,Harvey,IL,FALSE,attack,Foot,FALSE
+Dennis  Fiel,5/17/2015,shot,gun,34,M,W,San Diego,CA,TRUE,attack,Foot,TRUE
+Austin Goodner,5/17/2015,shot,gun,18,M,W,St. Petersburg,FL,TRUE,attack,Not fleeing,FALSE
+Timothy Jones,5/17/2015,shot,sword,27,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+Alfredo Rials-Torres,5/19/2015,shot,unarmed,54,M,H,Arlington,VA,FALSE,attack,Not fleeing,FALSE
+Jonathan McIntosh,5/19/2015,shot,gun,35,M,W,Cabot,AR,FALSE,attack,Not fleeing,FALSE
+David  Gaines,5/19/2015,shot,gun,17,M,W,Grand Junction,CO,FALSE,attack,Other,FALSE
+Anthony Gomez,5/20/2015,shot,gun,29,M,B,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Chrislon Talbott,5/20/2015,shot,gun,38,M,B,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Marcus Wheeler,5/20/2015,shot,gun,26,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Jonathan  Colley,5/20/2015,shot and Tasered,knife,52,M,W,Green,OH,FALSE,other,Not fleeing,FALSE
+Nikki Jo Burtsfield,5/20/2015,shot and Tasered,knife,39,F,W,Gillette,WY,FALSE,other,Car,FALSE
+David Alejandro Gandara,5/21/2015,shot,gun,22,M,H,El Paso,TX,TRUE,undetermined,Not fleeing,FALSE
+Javoris Washington,5/21/2015,shot,knife,29,M,B,Ft. Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+James Anthony Cooper,5/21/2015,shot,knife,43,M,W,North Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Elvin Diaz,5/21/2015,shot,knife,24,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Jerome Caldwell,5/21/2015,shot,gun,32,M,B,Charleston,SC,FALSE,attack,Not fleeing,FALSE
+Michael Lowery,5/22/2015,shot,toy weapon,40,M,W,Somerset,PA,FALSE,attack,Not fleeing,FALSE
+James Horn,5/23/2015,shot,gun,47,M,W,Sedalia,MO,FALSE,attack,Not fleeing,FALSE
+Eric Robinson,5/23/2015,shot,gun,40,M,W,Eagar,AZ,FALSE,attack,Car,FALSE
+Caso Jackson,5/23/2015,shot,gun,25,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Cassandra Bolin,5/25/2015,shot,gun,31,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Briggs,5/25/2015,shot,knife,36,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Dalton Branch,5/26/2015,shot,gun,51,M,B,Queens,NY,FALSE,attack,Not fleeing,FALSE
+Jessie  Williams,5/26/2015,shot,undetermined,24,M,W,Bossier City,LA,FALSE,attack,Not fleeing,FALSE
+Millard Tallant III,5/26/2015,shot,gun,62,M,W,Snohomish,WA,TRUE,attack,Not fleeing,FALSE
+Scott McAllister,5/27/2015,shot,knife,39,M,W,Ideal Beach,NJ,FALSE,attack,Not fleeing,FALSE
+Garrett  Sandeno,5/27/2015,shot,toy weapon,24,M,W,Edmond,OK,TRUE,attack,Not fleeing,FALSE
+Harry Davis,5/27/2015,shot,knife,57,M,W,Rockville,GA,TRUE,attack,Not fleeing,FALSE
+Feras Morad,5/27/2015,shot and Tasered,unarmed,20,M,O,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Simon Hubble,5/27/2015,shot and Tasered,screwdriver,33,M,W,Alpine,CA,TRUE,other,Not fleeing,FALSE
+Darrell Morgan,5/28/2015,shot,gun,60,M,W,Lancaster,SC,FALSE,attack,Not fleeing,FALSE
+James Strong,5/28/2015,shot,gun,32,M,B,Northglenn,CO,FALSE,attack,Not fleeing,FALSE
+Kenneth Dothard,5/28/2015,shot,gun,40,M,B,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Kyle Baker,5/28/2015,shot and Tasered,lawn mower blade,18,M,W,Trenton,MI,FALSE,attack,Not fleeing,FALSE
+Kevin Allen,5/29/2015,shot,knife,36,M,B,Lyndhurst,NJ,FALSE,other,Not fleeing,FALSE
+Nehemiah Fischer,5/29/2015,shot,gun,35,M,W,Okmulgee County,OK,FALSE,attack,Not fleeing,FALSE
+Robert Box,5/29/2015,shot,gun,55,M,W,Wilderville,OR,FALSE,attack,Not fleeing,FALSE
+Ebin Lamont Proctor,5/30/2015,shot,unarmed,19,M,W,Cottonwood,AZ,FALSE,attack,Foot,FALSE
+Alexander Tirado Rivera,5/30/2015,shot,toy weapon,39,M,H,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+James Anthony Morris,5/31/2015,shot,gun,40,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+James Bushey,5/31/2015,shot,toy weapon,47,M,W,Palestine,TX,FALSE,attack,Not fleeing,TRUE
+Joseph Ladd,6/1/2015,shot,gun,23,M,W,Greece,NY,TRUE,attack,Other,FALSE
+Usaamah Rahim,6/2/2015,shot,knife,26,M,B,Roslindale,MA,FALSE,other,Not fleeing,FALSE
+Kamal Dajani,6/2/2015,shot,knife,26,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Martinez,6/3/2015,shot,gun,18,M,H,Ellis County,TX,TRUE,attack,Car,FALSE
+Edelmiro Hernandez,6/3/2015,shot,knife,33,M,H,Fuqua,TX,FALSE,other,Car,FALSE
+Ronald Neal,6/3/2015,shot,gun,56,M,W,Byram,NJ,TRUE,attack,Not fleeing,FALSE
+Lorenzo Garza,6/3/2015,shot,gun,46,M,H,Delano,CA,FALSE,attack,Car,FALSE
+Rudy Baca,6/3/2015,shot and Tasered,unarmed,36,M,H,Los Lunas,NM,FALSE,attack,Not fleeing,FALSE
+Jesus Quezada Gomez,6/5/2015,shot,gun,50,M,H,Santa Maria,CA,FALSE,attack,Not fleeing,FALSE
+Christie Cathers,6/5/2015,shot,,45,F,W,Morgantown,WV,FALSE,other,Car,FALSE
+James Smillie,6/6/2015,shot,gun,53,M,W,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Alejandro Campos Fernandez,6/6/2015,shot,gun,45,M,H,Watsonsville,CA,FALSE,attack,Foot,FALSE
+Joe Nevels,6/6/2015,shot,box cutter,42,M,W,Midland,TX,TRUE,other,Not fleeing,FALSE
+Damien Ramirez,6/6/2015,shot,gun,27,M,H,Strasburg,CO,FALSE,attack,Car,FALSE
+Demouria Hogg,6/6/2015,shot and Tasered,gun,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Matthew Wayne McDaniel,6/7/2015,shot,gun,36,M,W,Melbourne,FL,FALSE,attack,Not fleeing,FALSE
+Gene Marshall,6/7/2015,shot,gun,58,M,W,Woodland,WA,TRUE,attack,Not fleeing,FALSE
+James Johnson,6/8/2015,shot,gun,54,M,,Beech Grove,IN,TRUE,attack,Not fleeing,FALSE
+Rene Garcia,6/8/2015,shot,knife,30,M,H,Anaheim,CA,TRUE,other,Not fleeing,TRUE
+Richard Warolf,6/8/2015,shot,gun,69,M,W,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Jeremy Linhart,6/9/2015,shot,unarmed,30,M,W,Findlay,OH,FALSE,attack,Not fleeing,FALSE
+Greg  Hartley,6/9/2015,shot,gun,45,M,W,Tomball,TX,FALSE,attack,Car,FALSE
+QuanDavier Hicks,6/9/2015,shot,gun,22,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Ryan Bolinger,6/9/2015,shot,unarmed,28,M,W,Des Moines,IA,FALSE,other,Car,FALSE
+Isiah Hampton,6/10/2015,shot,gun,19,M,B,Bronx,NY,FALSE,attack,Not fleeing,FALSE
+Charles Ziegler,6/11/2015,shot,gun,40,M,B,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+Raymond  Phillips,6/11/2015,shot,gun,86,M,,Columbia,TN,TRUE,attack,Not fleeing,FALSE
+Fritz Severe,6/11/2015,shot,undetermined,46,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Mark Flores,6/11/2015,shot,gun,28,M,H,Bexar County,TX,TRUE,attack,Not fleeing,FALSE
+Raymond Peralta-Lantigua,6/11/2015,shot,knife,22,M,H,Hackensack,NJ,TRUE,other,Not fleeing,FALSE
+Shelly Haendiges,6/12/2015,shot,toy weapon,17,F,W,Kokomo,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Hodge,6/13/2015,shot,gun,46,M,W,Fort Wayne,IN,FALSE,attack,Not fleeing,FALSE
+Deng Manyoun,6/13/2015,shot,flagpole,35,M,B,Louisville,KY,FALSE,other,Not fleeing,FALSE
+James Boulware,6/13/2015,shot,guns and explosives,35,M,W,Hutchins,TX,TRUE,attack,Not fleeing,FALSE
+Kenneth Garcia,6/14/2015,shot,,28,M,H,Stockton,CA,FALSE,attack,Car,FALSE
+Zane Terryn,6/14/2015,shot,gun,15,M,W,Cocoa,FL,TRUE,attack,Not fleeing,FALSE
+Kris Jackson,6/15/2015,shot,unarmed,22,M,B,South Lake Tahoe,CA,FALSE,other,Foot,FALSE
+Christopher DeLeon,6/16/2015,shot,gun,28,M,H,Visalia,CA,FALSE,attack,Not fleeing,FALSE
+Joe Charboneau,6/16/2015,shot,gun,31,M,N,Wood Lake,ND,FALSE,attack,Not fleeing,FALSE
+Wendy Chappell,6/17/2015,shot,gun,40,F,W,Clanton,AL,FALSE,attack,Car,FALSE
+Kenneth Lanphier,6/17/2015,shot,gun,48,M,W,Hobbs,NM,TRUE,attack,Not fleeing,FALSE
+Oleg Tcherniak,6/18/2015,shot,knife,58,M,W,Coney Island,NY,FALSE,attack,Foot,FALSE
+Santos Laboy,6/19/2015,shot,knife,44,M,H,Boston,MA,TRUE,other,Foot,FALSE
+Trepierre Hummons,6/19/2015,shot,gun,21,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Louis Atencio,6/19/2015,shot,gun,50,M,H,Greeley,CO,FALSE,attack,Not fleeing,FALSE
+Alfontish Cockerham,6/20/2015,shot,gun,23,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Adrian Simental,6/21/2015,shot,unarmed,24,M,H,Azusa,CA,TRUE,other,Not fleeing,FALSE
+Charles  Marshall,6/21/2015,shot,cordless drill,49,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+James Monroe Barrett,6/22/2015,shot,gun,60,M,W,Ronda,NC,FALSE,attack,Foot,FALSE
+Eduardo Reyes,6/22/2015,shot,gun,35,M,H,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+Tyler Wicks,6/22/2015,shot,gun,29,M,W,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Tyrone Harris,6/22/2015,shot,gun,20,M,B,Pittsburgh,PA,FALSE,attack,Car,FALSE
+Joshua Dyer,6/23/2015,shot,unarmed,34,M,W,Indianapolis,IN,FALSE,other,Car,FALSE
+Jonathan Wilson,6/23/2015,shot,knife,22,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Randall Waddel,6/23/2015,shot,knife,49,M,W,Weatherford,TX,TRUE,other,Foot,FALSE
+Taylor Culbertson,6/23/2015,shot,gun,32,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Damien A. Harrell,6/24/2015,shot,gun,26,M,B,York County,VA,FALSE,attack,Not fleeing,TRUE
+Spencer McCain,6/25/2015,shot,unarmed,41,M,B,Owings Mills,MD,TRUE,other,Not fleeing,FALSE
+Gilbert Jake Vanderburgh,6/25/2015,shot,gun,61,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Richard Matt,6/26/2015,shot,gun,49,M,W,Malone,NY,FALSE,attack,Other,FALSE
+Joe Angel Cisneros,6/26/2015,shot,gun,28,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Joshua Crittenden,6/27/2015,shot,gun,35,M,W,Tahlequah,OK,FALSE,attack,Not fleeing,TRUE
+Alan  Bellew,6/28/2015,shot,toy weapon,29,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Richard LaPort,6/29/2015,shot,gun,51,M,W,Edinburg,NY,TRUE,attack,Not fleeing,FALSE
+Clay Alan  Lickteig,6/30/2015,shot,gun,52,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Kevin Lamont Judson,7/1/2015,shot,,24,M,B,McMinnville,OR,FALSE,attack,Foot,FALSE
+Kaleb Landon,7/1/2015,shot,gun,32,M,W,Josephine County,OR,FALSE,attack,Car,FALSE
+Douglas Buckley,7/2/2015,shot,toy weapon,45,M,W,Brockton,MA,TRUE,attack,Not fleeing,FALSE
+Ton Nguyen,7/2/2015,shot,knife,60,M,A,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Victor Emanuel Larosa,7/2/2015,shot,unarmed,23,M,B,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Brian Johnson,7/2/2015,shot,crossbow,59,M,,Meadow Bridge,WV,TRUE,attack,Not fleeing,FALSE
+Arturo Lopez,7/3/2015,shot,gun,46,M,H,Lancaster,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Camacho,7/3/2015,shot,gun,33,M,H,Camden,NJ,TRUE,attack,Not fleeing,FALSE
+Joseph Julian,7/3/2015,shot,gun,40,M,W,Miami Beach,FL,FALSE,attack,Not fleeing,FALSE
+Cesar A. Limon Juarez,7/3/2015,shot and Tasered,knife,27,M,H,West Covina,CA,FALSE,attack,Not fleeing,FALSE
+Robert Elando Malone,7/4/2015,shot,gun,42,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Michael Shannon Gaby,7/4/2015,shot,gun,37,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Kawanza Beaty,7/4/2015,shot,gun,23,M,B,Newport News,VA,FALSE,attack,Foot,FALSE
+Bryan David Bauer,7/4/2015,shot,gun,36,M,W,Henderson,NV,FALSE,attack,Not fleeing,FALSE
+John Deming,7/5/2015,shot,unarmed,19,M,W,Pleasanton,CA,FALSE,attack,Foot,FALSE
+Michael Holt,7/5/2015,shot,gun,35,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Johnny Ray Anderson,7/5/2015,shot,unarmed,43,M,W,Hawaiian Gardens,CA,FALSE,other,Not fleeing,FALSE
+Richard Munroe,7/5/2015,shot and Tasered,toy weapon,25,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Tyler Rogers,7/6/2015,shot,gun,20,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Hagen Esty-Lennon,7/6/2015,shot,knife,42,M,W,Bath,NH,TRUE,other,Not fleeing,TRUE
+Jason Hendley,7/6/2015,shot,knife,29,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+David Oliva Sarabia,7/6/2015,shot and Tasered,knife,42,M,H,Atwater,CA,FALSE,attack,Car,FALSE
+John Leonard Berry,7/6/2015,shot and Tasered,,31,M,W,Lakewood,CA,TRUE,attack,Other,FALSE
+Marcellus Jamarcus Burley,7/7/2015,shot,gun,18,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Adam Dujanovic,7/7/2015,shot,metal pole,33,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Joe Cody,7/7/2015,shot,gun,59,M,W,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,7/7/2015,shot,gun,47,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Jose Graciano Lopez,7/7/2015,shot,gun,39,M,H,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Tremaine Dantzler,7/7/2015,shot,knife,37,M,B,Atlantic City,NJ,FALSE,attack,Foot,FALSE
+Nicholas Booth,7/7/2015,shot,gun,35,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Joshua Blough,7/7/2015,shot,knife,28,M,W,Elizabethtown,KY,FALSE,other,Not fleeing,FALSE
+Michael Terence Westrich,7/8/2015,shot,gun,59,M,W,Beaverton,OR,FALSE,attack,Not fleeing,FALSE
+Dallas Shatley,7/8/2015,shot,,62,M,W,Ashe County,NC,FALSE,attack,Car,TRUE
+Rocco Joseph Palmisano,7/9/2015,shot,gun,50,M,W,Parowan,UT,FALSE,attack,Not fleeing,FALSE
+Robert Hammonds,7/9/2015,shot,gun,68,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Martice Milliner,7/9/2015,shot,gun,27,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Cyrus Hurtado,7/9/2015,shot,gun,17,M,W,Boulder Creek,CA,TRUE,attack,Not fleeing,FALSE
+Javon Hawkins,7/9/2015,shot,sword,21,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Neil White,7/9/2015,shot and Tasered,Taser,38,M,W,Los Angeles,CA,FALSE,attack,Other,FALSE
+James Michael Todora,7/10/2015,shot,gun,54,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Freddie Blue,7/10/2015,shot,gun,20,M,B,Covington,GA,FALSE,attack,Not fleeing,FALSE
+Eugene McSwain,7/10/2015,shot,gun,25,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Billy Maine,7/11/2015,shot,gun,31,M,W,Olivehurst,CA,FALSE,attack,Not fleeing,FALSE
+Paul Castaway,7/12/2015,shot,knife,35,M,N,Denver,CO,TRUE,other,Foot,FALSE
+David Lepine,7/12/2015,shot,gun,60,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Matthew Watson,7/12/2015,shot,gun,24,M,W,River Forest,IL,FALSE,attack,Not fleeing,FALSE
+Christopher Benton,7/12/2015,shot,gun,27,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Salvado Ellswood,7/12/2015,shot and Tasered,unarmed,36,M,B,Plantation,FL,FALSE,attack,Not fleeing,FALSE
+Frederick Farmer,7/13/2015,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Matthew Ryan Graham,7/13/2015,shot,gun,24,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Rafael Suazo,7/13/2015,shot,,23,M,H,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+Jason Davis,7/13/2015,shot and Tasered,box cutter,41,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chacarion Avant,7/14/2015,shot,gun,20,M,B,Mascotte,FL,FALSE,attack,Not fleeing,FALSE
+Charles Crandall,7/14/2015,shot,gun,76,M,,Southington,OH,FALSE,attack,Not fleeing,FALSE
+Eugene Kailing,7/15/2015,shot and Tasered,metal pipe,43,M,W,Marion,MI,TRUE,other,Not fleeing,FALSE
+Antonio Gonzalez,7/16/2015,shot,sword,29,M,H,Wauwatosa,WI,TRUE,other,Not fleeing,FALSE
+Edward Foster III,7/16/2015,shot,gun,35,M,B,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Patrick Stephen Pippin,7/16/2015,shot,gun,30,M,W,Kansas City,KS,FALSE,attack,Other,FALSE
+Mohammad Youssef Abdulazeez,7/16/2015,shot,gun,24,M,O,Chattanooga,TN,TRUE,attack,Not fleeing,FALSE
+Saige Hack,7/16/2015,shot,gun,23,M,N,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Pierre Gabriel Koellner,7/16/2015,shot,gun,29,M,W,Opp,AL,FALSE,attack,Foot,FALSE
+Anthonie Smith,7/16/2015,shot and Tasered,metal hand tool,25,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Samuel Smith,7/17/2015,shot,knife,27,M,W,Seattle,WA,FALSE,other,Foot,FALSE
+Jackie Brand,7/17/2015,shot,gun,50,M,W,Needles,CA,TRUE,attack,Not fleeing,FALSE
+Darrius Stewart,7/17/2015,shot,unarmed,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Jose Roman Rodriguez,7/17/2015,shot,undetermined,24,M,H,Brownsville,TX,FALSE,other,Other,FALSE
+Albert Joseph Davis,7/17/2015,shot and Tasered,unarmed,23,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+David  Wheat Jr.,7/18/2015,shot,knife,22,M,W,Fort Collins,CO,TRUE,attack,Not fleeing,FALSE
+Kevin Thomas Snyder,7/18/2015,shot,gun,46,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Charles Edward Dewey,7/18/2015,shot,gun,65,M,W,Colby,KS,FALSE,attack,Not fleeing,FALSE
+Samuel DuBose,7/19/2015,shot,unarmed,43,M,B,Mt. Auburn,OH,FALSE,other,Car,TRUE
+Joshua LeBoeuf,7/20/2015,shot,gun,35,M,W,Winnie,TX,FALSE,attack,Other,FALSE
+Troy Francis,7/20/2015,shot,knife,54,M,,Fremont,CA,FALSE,other,Not fleeing,FALSE
+Darren Billy Wilson,7/21/2015,shot,unarmed,47,M,W,White,GA,FALSE,other,Not fleeing,FALSE
+Joseph Fuller,7/21/2015,shot,gun,24,M,W,Oakland Park,FL,FALSE,other,Car,FALSE
+Jerrod Tyre,7/21/2015,shot,gun,35,M,W,Jesup,GA,FALSE,attack,Not fleeing,FALSE
+Francisco Benitez-Santiago,7/22/2015,shot,gun,25,M,H,Monroe,WI,FALSE,attack,Not fleeing,FALSE
+Devon Guisherd,7/22/2015,shot,gun,27,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Andre Dontrell Williams,7/22/2015,shot and Tasered,knife,26,M,B,Oklahoma City,OK,FALSE,other,Other,FALSE
+Dontae L. Martin,7/23/2015,shot,gun,34,M,B,Dayton,OH,FALSE,attack,Not fleeing,FALSE
+Brian Stortzum,7/23/2015,shot,gun,32,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,FALSE
+Robbie Lee Edison,7/23/2015,shot,toy weapon,47,M,W,Douglas,WY,FALSE,attack,Not fleeing,FALSE
+Tamala Satre,7/23/2015,shot,gun,44,F,W,Meadow Vista,CA,TRUE,attack,Not fleeing,FALSE
+Derek Wolfsteller,7/23/2015,shot and Tasered,unarmed,31,M,W,Plymouth,MN,TRUE,attack,Not fleeing,FALSE
+Seth Raines,7/24/2015,shot,gun,44,M,W,Studio City,CA,FALSE,attack,Not fleeing,FALSE
+Lee Aaron Gerston,7/24/2015,shot and Tasered,knife,30,M,W,Pinnacle,NC,FALSE,other,Not fleeing,FALSE
+Christopher Olmstead,7/25/2015,shot,blunt object,60,M,W,New Orleans,LA,TRUE,attack,Car,FALSE
+Roger Braswell,7/25/2015,shot,gun,50,M,W,Decatur,GA,TRUE,attack,Not fleeing,FALSE
+Bryan Keith  Day,7/25/2015,shot,toy weapon,36,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Earl Jackson,7/25/2015,shot,gun,59,M,B,Micanopy,FL,FALSE,attack,Not fleeing,FALSE
+Khari Westly,7/26/2015,shot,gun,33,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Zachary Hammond,7/26/2015,shot,,19,M,W,Seneca,SC,FALSE,other,Other,FALSE
+Timothy Milliken,7/27/2015,shot,knife,56,M,W,Irmo,SC,FALSE,attack,Not fleeing,FALSE
+Jean Paul Falgout,7/27/2015,shot,toy weapon,45,M,W,Houma,LA,TRUE,attack,Car,FALSE
+Samuel Forgy,7/27/2015,shot and Tasered,knife,22,M,W,Boulder,CO,FALSE,other,Not fleeing,FALSE
+Timothy Johnson,7/28/2015,shot,knife,41,M,,Manila,AR,FALSE,other,Not fleeing,FALSE
+Michael Malone,7/29/2015,shot,gun,34,M,H,Las Cruces,NM,FALSE,undetermined,Foot,FALSE
+Roger Darrin Barker,7/29/2015,shot,gun,53,M,W,Logan,UT,TRUE,attack,Not fleeing,FALSE
+Mark Perkins,7/30/2015,shot,gun,48,M,W,Gardnerville Ranchos,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Daniel Vrenon,7/30/2015,shot,gun,25,M,W,Dunsmuir,CA,FALSE,attack,Car,FALSE
+Philip Vallejo,7/30/2015,shot,gun,30,M,H,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Oscar Lotari Romero,7/30/2015,shot and Tasered,metal stick,47,M,H,Whittier,CA,FALSE,attack,Not fleeing,FALSE
+Rafael Molina,7/31/2015,shot,gun,33,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Jeremy  Hatch,7/31/2015,shot,gun,34,M,W,Roswell,NM,FALSE,attack,Not fleeing,FALSE
+David  Cook,8/1/2015,shot,gun,52,M,,Nitro,WV,FALSE,attack,Not fleeing,FALSE
+Armando Serrano,8/1/2015,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Virgil Reynolds,8/2/2015,shot,,63,M,W,Houston,TX,TRUE,other,Not fleeing,FALSE
+Antonio Clements,8/3/2015,shot,gun,49,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Malave,8/3/2015,shot,gun,18,M,W,Campbelltown,PA,FALSE,attack,Foot,FALSE
+Franklin Short,8/3/2015,shot,gun,71,M,W,Powhatan County,VA,FALSE,attack,Not fleeing,FALSE
+Shawn Ruble,8/3/2015,shot,toy weapon,35,M,W,Muncie,IN,TRUE,attack,Not fleeing,FALSE
+Daniel Robert Avila,8/4/2015,shot,undetermined,55,M,H,San Diego County,CA,TRUE,other,Not fleeing,FALSE
+Darius D. Graves,8/4/2015,shot,gun,31,M,B,Rantoul,IL,TRUE,undetermined,Not fleeing,TRUE
+Tyler Alexander Dattilo,8/5/2015,shot,knife,18,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+John Dieringer,8/5/2015,shot,knife,51,M,W,Greenfield,WI,TRUE,other,Not fleeing,FALSE
+Raymond Hodge,8/5/2015,shot,gun,39,M,B,Maui,HI,FALSE,attack,Not fleeing,FALSE
+Keshawn Dominique Hargrove,8/5/2015,shot,gun,20,M,B,Richmond,VA,FALSE,attack,Foot,FALSE
+Vincente Montano,8/5/2015,shot,hatchet,29,M,W,Antioch,TN,TRUE,attack,Not fleeing,FALSE
+Jason Galaviz,8/5/2015,shot,gun,40,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Gustavo Ponce-Galon,8/6/2015,shot,knife,42,M,H,Elsmere,KY,FALSE,attack,Not fleeing,FALSE
+Charles Bertram,8/6/2015,shot,gun,22,M,B,El Paso,TX,FALSE,attack,Car,FALSE
+Christian Taylor,8/7/2015,shot,unarmed,19,M,B,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Abel Correa,8/7/2015,shot,sharp object,24,M,H,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Aaron Marchese,8/7/2015,shot,toy weapon,30,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Mark Keckhafer,8/7/2015,shot,,53,M,W,Superior,MT,FALSE,other,Car,FALSE
+Tsombe Clark,8/7/2015,shot,gun,25,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Derrick Lee Hunt,8/7/2015,shot,knife,28,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Roderick Burr,8/8/2015,shot,gun,33,M,,Brookshire,TX,FALSE,attack,Not fleeing,FALSE
+Shamir Terrel Palmer,8/8/2015,shot,gun,24,M,B,Summerville,SC,FALSE,attack,Car,FALSE
+Jeffrey Clyde Wilkes,8/8/2015,shot,gun,59,M,W,Gastonia,NC,FALSE,attack,Not fleeing,FALSE
+Kevin McDaniel,8/8/2015,shot,gun,46,M,W,Spokane,WA,FALSE,attack,Not fleeing,FALSE
+Andre Green,8/9/2015,shot,,15,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Eric Tompkins,8/9/2015,shot,gun,41,M,W,Ardmore,OK,TRUE,attack,Not fleeing,FALSE
+Robert Patrick Quinn,8/9/2015,shot,toy weapon,77,M,,Pittston,PA,TRUE,attack,Not fleeing,FALSE
+Edrian Rivera,8/9/2015,shot,meat cleaver,22,M,H,San Jose,CA,FALSE,attack,Foot,FALSE
+Richard Tyler Young,8/10/2015,shot,,24,M,W,Gilbert,AZ,FALSE,other,Not fleeing,FALSE
+Casey George Alarcon,8/11/2015,shot,gun,34,M,W,Sandpoint,ID,FALSE,attack,Not fleeing,FALSE
+Randall Lance Hughes,8/11/2015,shot and Tasered,knife,48,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Richard Dean Shull Jr.,8/12/2015,shot,gun,24,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Nathaniel Wilks,8/12/2015,shot,gun,27,M,B,Oakland,CA,FALSE,attack,Car,TRUE
+Anthony Lorenzo Vallejo,8/12/2015,shot,gun,27,M,H,Hemet,CA,FALSE,attack,Car,FALSE
+Reginald Marshall,8/12/2015,shot,gun,27,M,B,Toledo,OH,FALSE,attack,Car,FALSE
+William Smith,8/12/2015,shot,gun,49,M,W,Hobbs,NM,FALSE,undetermined,Car,FALSE
+Redel Jones,8/12/2015,shot and Tasered,knife,30,F,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Garland Tyree,8/14/2015,shot,gun,38,M,B,Staten Island,NY,FALSE,attack,Not fleeing,FALSE
+Hector Rene Sorriano Gonzalez,8/14/2015,shot,gun,26,M,H,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Asshams Pharoah Manley,8/14/2015,shot,unarmed,30,M,B,District Heights,MD,TRUE,attack,Foot,FALSE
+Christopher Anderson,8/14/2015,shot and Tasered,box cutter,53,M,W,Bolton,CT,FALSE,attack,Car,FALSE
+Allen Matthew Baker,8/15/2015,shot,gun,23,M,B,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Benjamin Peter Ashley,8/15/2015,shot,,34,M,B,Inyokern,CA,FALSE,attack,Not fleeing,FALSE
+Jonathon  Pope,8/15/2015,shot,gun,30,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+John Unsworth,8/15/2015,shot and Tasered,unarmed,43,M,W,Hanover,IN,FALSE,attack,Not fleeing,FALSE
+Matthew Castillo,8/16/2015,shot,gun,29,M,H,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Steven B. Norton,8/16/2015,shot,gun,47,M,W,Kerrville,TX,FALSE,attack,Not fleeing,FALSE
+Frederick Roy,8/17/2015,shot,gun,35,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Richard Jacquez,8/17/2015,shot,unarmed,40,M,H,San Jose,CA,FALSE,other,Foot,FALSE
+Mansur Ball-Bey,8/19/2015,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Deviere Ernel Ransom,8/19/2015,shot,gun,24,M,B,Bloomfield Township,MI,FALSE,attack,Car,FALSE
+Jason Hale,8/19/2015,shot,gun,29,M,W,Hunters,WA,TRUE,attack,Foot,FALSE
+Wade Allen Baker,8/19/2015,shot,gun,44,M,W,Canton,NC,TRUE,attack,Not fleeing,FALSE
+Raul Herrera,8/20/2015,shot,gun,17,M,H,Ontario,CA,TRUE,attack,Not fleeing,FALSE
+Tyler Gerken,8/20/2015,shot,gun,19,M,W,Beverly,OH,TRUE,attack,Not fleeing,FALSE
+Jeffory Ray Tevis,8/20/2015,shot and Tasered,unarmed,50,M,W,Tuscaloosa,AL,TRUE,attack,Not fleeing,FALSE
+Timmy Walling,8/21/2015,shot,gun,57,M,W,Grapeview,WA,TRUE,attack,Not fleeing,FALSE
+Charles S. Hall,8/21/2015,shot,,30,M,W,North East,MD,FALSE,attack,Car,FALSE
+Alan Joseph Rushton,8/21/2015,shot,knife,38,M,W,Wake Forest,NC,FALSE,other,Not fleeing,FALSE
+Adam Schneider,8/22/2015,shot,gun,31,M,W,Cohasset,MN,FALSE,attack,Not fleeing,FALSE
+Jason Lee Alderman,8/22/2015,shot,carjack,29,M,W,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Nicholas Garner,8/22/2015,shot,,26,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Kenneth Henry Morgan,8/22/2015,shot,knife,64,M,W,King George,VA,FALSE,other,Not fleeing,FALSE
+Thaddeus Faison,8/22/2015,shot and Tasered,gun,39,M,B,Troy,NY,FALSE,attack,Foot,FALSE
+William Lee Snider,8/23/2015,shot,gun,57,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Richard Francis Compo,8/23/2015,shot,gun,36,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Ray Tompkins,8/23/2015,shot,gun,36,M,W,Arab,AL,FALSE,attack,Car,FALSE
+Julian Hoffman,8/23/2015,shot,toy weapon,21,M,W,Brick Township,NJ,FALSE,attack,Not fleeing,FALSE
+Bobby Troledge Norris,8/23/2015,shot,gun,53,M,B,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Marvin Maestas,8/25/2015,shot,gun,30,M,H,Santa Fe,NM,FALSE,attack,Foot,FALSE
+Curtis Smith,8/25/2015,shot,knife,34,M,B,West Chester,PA,FALSE,attack,Not fleeing,FALSE
+Todd Tomlinson,8/25/2015,shot,gun,53,M,W,Thonotosassa,FL,FALSE,attack,Not fleeing,FALSE
+Shane Rudolph,8/25/2015,shot,gun,45,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Marvin Arroliga,8/25/2015,shot,gun,22,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Steven Dodd,8/26/2015,shot,toy weapon,22,M,W,Hendersonville,TN,TRUE,attack,Not fleeing,FALSE
+Brent Pickard,8/26/2015,shot,gun,46,M,W,Chattanooga,TN,FALSE,attack,Car,FALSE
+Kyle Lambrose,8/26/2015,shot,gun,27,M,W,West Jordan,UT,TRUE,attack,Not fleeing,FALSE
+Yonas Alehegne,8/27/2015,shot,chain,30,M,B,Oakland,CA,FALSE,attack,Not fleeing,TRUE
+Robert Hober,8/27/2015,shot,box cutter,54,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Manuel Soriano,8/27/2015,shot,contractor's level,29,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bertrand Davis,8/27/2015,shot and Tasered,box cutter,42,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Gilbert Flores,8/28/2015,shot,undetermined,41,M,H,San Antonio,TX,TRUE,undetermined,Not fleeing,FALSE
+William Evans,8/28/2015,shot,gun,28,M,W,Spanish Fork,UT,TRUE,attack,Not fleeing,TRUE
+Felix Kumi,8/28/2015,shot,unarmed,61,M,B,Mount Vernon,NY,FALSE,other,Not fleeing,FALSE
+Devin Brian Dial,8/28/2015,shot,gun,23,M,W,Longview,TX,FALSE,attack,Not fleeing,FALSE
+James Marcus Brown,8/29/2015,shot,gun,25,M,B,North Las Vegas,NV,FALSE,attack,Foot,FALSE
+Roger Albrecht,8/29/2015,shot,knife,,M,W,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Rafael Cruz Jr,8/29/2015,shot,unarmed,29,M,H,Chicago,IL,FALSE,undetermined,Car,FALSE
+Shawn Hall,8/30/2015,shot,gun,20,M,W,Cushing,OK,FALSE,attack,Not fleeing,FALSE
+David M.  Leon,8/30/2015,shot,gun,40,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+William Rippley,8/31/2015,shot,knife,45,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Cedric Maurice Williams,9/1/2015,shot,guns and explosives,33,M,B,Bluefield,WV,FALSE,attack,Foot,FALSE
+Charles Robert Shaw,9/1/2015,shot,gun,76,M,W,Twinsburg,OH,FALSE,attack,Not fleeing,FALSE
+Michael Todd Evans,9/1/2015,shot,gun,47,M,W,Artesia,NM,FALSE,attack,Not fleeing,FALSE
+Arthur Bates,9/2/2015,shot,gun,45,M,W,Prescott,AZ,TRUE,attack,Not fleeing,TRUE
+Freddy Centeno,9/3/2015,shot,unarmed,40,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Curtis James Meyer,9/4/2015,shot,gun,37,M,W,Mitchell,SD,TRUE,attack,Not fleeing,FALSE
+Richard Keith Kelley,9/4/2015,shot,gun,27,M,W,Weitchpec,CA,FALSE,attack,Car,FALSE
+Sully Lanier,9/4/2015,shot,gun,36,M,W,Springtown,TX,FALSE,attack,Not fleeing,FALSE
+Harrison Lambert,9/4/2015,shot,knife,23,M,W,Merrimack,NH,TRUE,other,Not fleeing,FALSE
+Jose Ramon Damiani Jr,9/4/2015,shot and Tasered,metal pipe,49,M,H,French Lick,IN,FALSE,attack,Not fleeing,FALSE
+La'vante Trevon Biggs,9/5/2015,shot,toy weapon,21,M,B,Durham,NC,TRUE,attack,Not fleeing,FALSE
+Luis Wenceslao,9/5/2015,shot,metal pipe,32,M,H,Ontario,CA,TRUE,other,Not fleeing,TRUE
+Angelo Delano Perry,9/5/2015,shot,gun,35,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+India Kager,9/5/2015,shot,unarmed,28,F,B,Virginia Beach,VA,FALSE,undetermined,Not fleeing,FALSE
+Carlos Yero,9/6/2015,shot,gun,59,M,H,Little Havana,FL,FALSE,attack,Car,FALSE
+Mohamed Ibrahim,9/6/2015,shot,gun,28,M,B,Shreveport,LA,TRUE,attack,Car,FALSE
+William Verrett,9/6/2015,shot,gun,45,M,W,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Casimero Carlos Casillas,9/7/2015,shot,metal pipe,45,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Tristan Vent,9/8/2015,shot,gun,19,M,N,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Dustin Kuik,9/9/2015,shot,gun,25,M,W,Ashwaubenon,WI,FALSE,attack,Not fleeing,FALSE
+Tyrone Holman,9/9/2015,shot,guns and explosives,37,M,B,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Vincent J. Perdue,9/9/2015,shot,gun,33,M,N,Fairbanks,AK,FALSE,attack,Car,FALSE
+William Chau,9/9/2015,shot,knife,59,M,A,El Monte,CA,FALSE,attack,Not fleeing,FALSE
+Tian Ma,9/10/2015,shot,knife,31,M,A,Potsdam,NY,FALSE,attack,Not fleeing,FALSE
+Bruce Santino,9/10/2015,shot,knife,35,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Brandon Foy,9/10/2015,shot,gun,29,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+ Austin Wilburly  Reid,9/10/2015,shot,gun,32,M,W,Lodi,CA,FALSE,attack,Foot,FALSE
+Eddie Tapia,9/10/2015,shot,gun,41,M,H,Downey,CA,FALSE,attack,Car,FALSE
+Robert T. Edwards,9/11/2015,shot,gun,31,M,W,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Phillip Pfleghardt,9/11/2015,shot,gun,44,M,W,Broomfield,CO,FALSE,attack,Car,FALSE
+Derick Davis,9/12/2015,shot,undetermined,23,M,W,Sylacauga,AL,FALSE,undetermined,Other,FALSE
+Jack Stevens Jr.,9/12/2015,shot,gun,45,M,W,West Knox,TN,FALSE,attack,Not fleeing,FALSE
+Martin Francis Hammen,9/13/2015,shot,gun,39,M,W,Wellman,IA,TRUE,attack,Not fleeing,FALSE
+Clifford Butler,9/13/2015,shot,gun,67,M,B,McAlester,OK,TRUE,attack,Not fleeing,FALSE
+Jeffrey Eugene Brooks,9/13/2015,shot,gun,29,M,W,Clute,TX,FALSE,attack,Car,FALSE
+Joseph Thompson Johnson-Shanks,9/14/2015,shot,gun,25,M,B,Princeton,KY,FALSE,attack,Car,FALSE
+David Todd Powell,9/14/2015,shot,unarmed,28,M,W,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+Tyrone Bass,9/15/2015,shot,unknown weapon,21,M,B,Chalmette,LA,FALSE,attack,Not fleeing,FALSE
+Florencio Chaidez,9/15/2015,shot,gun,32,M,H,Panorama City,CA,FALSE,attack,Not fleeing,TRUE
+Jorge  Suarez-Ruiz,9/15/2015,shot,gun,51,M,H,Miami,FL,TRUE,undetermined,Car,FALSE
+Carlos Wilhelm,9/15/2015,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Bobby R. Anderson,9/15/2015,shot,gun,27,M,B,Alexandria,LA,FALSE,other,Not fleeing,FALSE
+Rory Lynn Gunderman,9/16/2015,shot,gun,31,M,W,Lead,SD,TRUE,attack,Foot,FALSE
+Mark Gary,9/17/2015,shot,gun,50,M,W,Beaverton,MI,FALSE,attack,Not fleeing,FALSE
+Lawrence Price,9/17/2015,shot,gun,,M,W,Brodhead,KY,FALSE,attack,Not fleeing,FALSE
+Nicholas Alan Johnson,9/18/2015,shot,,32,M,W,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Gregory Herrell,9/18/2015,shot,undetermined,47,M,W,Dickson,TN,FALSE,undetermined,Not fleeing,FALSE
+Lucien Rolland,9/19/2015,shot,gun,46,M,W,Slidell,LA,FALSE,attack,Car,FALSE
+Scott Beech,9/19/2015,shot,gun,57,M,W,Washington County,AL,TRUE,attack,Not fleeing,TRUE
+Michael Thomas Pierce,9/20/2015,shot,gun,23,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,TRUE
+Jerrald Wright,9/20/2015,shot,gun,56,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Gerardo Ramirez,9/21/2015,shot,gun,24,M,H,Dallas,TX,TRUE,attack,Not fleeing,FALSE
+William Spaits,9/21/2015,shot,gun,27,M,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Tina Money,9/21/2015,shot,gun,23,F,W,Sand City,CA,FALSE,attack,Not fleeing,FALSE
+Timothy Wagner,9/21/2015,shot,gun,26,M,W,Barberville,FL,FALSE,attack,Not fleeing,FALSE
+Dominic Fuller,9/21/2015,shot,stapler,34,M,H,Auburndale,FL,FALSE,other,Foot,FALSE
+Steven McKenny,9/21/2015,shot and Tasered,unarmed,21,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Dante Osborne,9/22/2015,shot,gun,32,M,B,Oakland,CA,FALSE,attack,Car,FALSE
+Joel Dixon Smith,9/22/2015,shot,gun,33,M,W,Niceville,FL,TRUE,attack,Not fleeing,FALSE
+Tim Kyle Torngren,9/22/2015,shot,gun,55,M,W,Happy Valley,CA,TRUE,attack,Not fleeing,FALSE
+Donaven Kyle Anderson,9/22/2015,shot,gun,26,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Robert Berger,9/23/2015,shot,knife,48,M,O,Salt Lake City,UT,FALSE,attack,Not fleeing,FALSE
+Joseph Khammash,9/23/2015,shot,gun,35,M,W,McKinney,TX,FALSE,attack,Not fleeing,FALSE
+Keith Harrison McLeod,9/23/2015,shot,unarmed,19,M,B,Reisterstown,MD,FALSE,other,Foot,FALSE
+Kenneth Ray Pinter,9/23/2015,shot,gun,45,M,W,Grayson County,VA,FALSE,attack,Not fleeing,FALSE
+Jeremy McDole,9/23/2015,shot,gun,28,M,B,Wilmington,DE,TRUE,undetermined,Not fleeing,FALSE
+Ernesto Medina Lopez,9/24/2015,shot,knife,42,M,H,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Patrick O'Grady,9/24/2015,shot,gun,17,M,W,Fountain,CO,FALSE,attack,Not fleeing,FALSE
+Philip Quinn,9/24/2015,shot,screwdriver,30,M,O,St. Paul,MN,TRUE,other,Not fleeing,FALSE
+William Lemmon,9/25/2015,shot,unarmed,21,M,W,Akron,OH,TRUE,undetermined,Other,FALSE
+Jeffrey Blood,9/25/2015,shot,gun,45,M,W,Wilhoit,AZ,FALSE,attack,Not fleeing,FALSE
+James Anderson,9/25/2015,shot and Tasered,box cutter,33,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Anthony McKinney,9/26/2015,shot,knife,46,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Alejandro Lerma,9/26/2015,shot,gun,23,M,H,Lovington,NM,FALSE,attack,Not fleeing,FALSE
+Norma Angelica Guzman,9/27/2015,shot,knife,37,F,H,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Christopher Shell,9/27/2015,shot,gun,43,M,W,Rossville,GA,FALSE,attack,Not fleeing,FALSE
+Victor Oswaldo Coronado-Martinez,9/27/2015,shot,gun,40,M,H,Ponder,TX,FALSE,attack,Not fleeing,FALSE
+Alberto Hernandez,9/28/2015,shot,toy weapon,59,M,H,San Ysidro,CA,FALSE,attack,Not fleeing,TRUE
+Junior Prosper,9/28/2015,shot and Tasered,unarmed,31,M,B,Miami,FL,FALSE,attack,Foot,FALSE
+Patrick Stephen Lundstrom,9/29/2015,shot,blunt object,46,M,N,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Robert  Christen,9/29/2015,shot,unarmed,37,M,W,Mora,MN,FALSE,attack,Not fleeing,FALSE
+Brandon Lamar Johnson,9/30/2015,shot,gun,28,M,B,Beckley,WV,FALSE,attack,Car,FALSE
+David M. Diaz,10/2/2015,shot,gun,28,M,H,Sierra Vista,AZ,FALSE,attack,Car,FALSE
+Phyllis Ilene Jepsen,10/2/2015,shot,knife,55,F,W,Aloha,OR,TRUE,other,Not fleeing,FALSE
+Matthew Dobbins,10/2/2015,shot,unarmed,29,M,W,Amarillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Christian Pena,10/2/2015,shot and Tasered,knife,26,M,H,Rialto,CA,FALSE,attack,Not fleeing,FALSE
+James Joseph Byrd,10/4/2015,shot,beer bottle,45,M,,Van Nuys,CA,FALSE,undetermined,Not fleeing,FALSE
+Eric Edgell,10/4/2015,shot,gun,27,M,W,Muscle Shoals,AL,TRUE,attack,Foot,FALSE
+Jeffery McCallum,10/4/2015,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+James  Dunaway,10/5/2015,shot,gun,51,M,W,Hurst,TX,FALSE,attack,Foot,FALSE
+Rodney Jencsik,10/5/2015,shot,gun,50,M,W,Woodbridge,NJ,FALSE,attack,Not fleeing,FALSE
+Omar Ali,10/5/2015,shot,unarmed,27,M,O,Akron,OH,FALSE,other,Not fleeing,FALSE
+Charles A. Pettit,10/5/2015,shot,gun,18,M,B,Midwest City,OK,FALSE,attack,Not fleeing,FALSE
+Donald Miller II,10/6/2015,shot,gun,39,M,,Monterey,CA,TRUE,attack,Not fleeing,FALSE
+Amado Lago,10/7/2015,shot,machete,46,M,H,West Palm Beach,FL,FALSE,attack,Not fleeing,FALSE
+Gary Carmona Boitano,10/9/2015,shot,knife,19,M,B,Columbia,MD,FALSE,other,Not fleeing,FALSE
+Margaret Wagner,10/9/2015,shot,gun,62,F,,Aguanga,CA,FALSE,attack,Not fleeing,FALSE
+Christopher Whitmarsh,10/10/2015,shot,,49,M,W,Beverly,MA,TRUE,attack,Not fleeing,FALSE
+Richard Love,10/10/2015,shot,gun,31,M,W,Old Saybrook,CT,FALSE,attack,Not fleeing,FALSE
+William Combs,10/10/2015,shot,,38,M,W,Pinion Hills,CA,TRUE,other,Car,FALSE
+Travis Quay,10/10/2015,shot,crossbow,40,M,W,Cato Township,MI,FALSE,attack,Not fleeing,FALSE
+Anthony Aguilar,10/10/2015,shot and Tasered,unknown weapon,35,M,H,Lisle,IL,FALSE,undetermined,Not fleeing,FALSE
+Joe Pasquez Ortiz,10/11/2015,shot,undetermined,34,M,H,San Bernardino,CA,FALSE,undetermined,Other,FALSE
+Kevin Lau,10/11/2015,shot,gun,44,M,A,Lakes Charles,LA,FALSE,attack,Not fleeing,FALSE
+Bernard Brandon Powers,10/11/2015,shot,gun,23,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Robert Humberto Medellin,10/11/2015,shot,machete,43,M,H,West Odessa,TX,FALSE,other,Car,FALSE
+Jason Day,10/12/2015,shot,gun,,M,B,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Rudolph Smith,10/12/2015,shot,gun,31,M,W,Brookhaven,MS,FALSE,attack,Not fleeing,FALSE
+Brent Brannon,10/14/2015,shot,gun,27,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Michelle Marie Burg,10/14/2015,shot,gun,46,F,W,Naples,FL,TRUE,attack,Car,FALSE
+Samuel Villarreal,10/14/2015,shot,,18,M,H,Indio,CA,FALSE,other,Car,FALSE
+Michael Donald Clark,10/14/2015,shot,gun,59,M,,Seaside,CA,FALSE,attack,Not fleeing,FALSE
+Leslie Portis,10/14/2015,shot,gun,57,M,B,Monroeville,AL,FALSE,attack,Not fleeing,FALSE
+Jorge Santiago Tapia,10/15/2015,shot,gun,15,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Kaleb Alexander,10/15/2015,shot,gun,25,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Linda Lee Lush,10/15/2015,shot,gun,50,F,W,Las Vegas,NV,TRUE,attack,Car,FALSE
+Michael J. Brennan,10/15/2015,shot,toy weapon,31,M,W,Parma,OH,FALSE,attack,Car,FALSE
+Robert Burgess,10/15/2015,shot,gun,35,M,W,Kirkland,WA,FALSE,attack,Foot,FALSE
+Herbert Benitez,10/15/2015,shot,gun,27,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Martin  Ryans Jr.,10/15/2015,shot,gun,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Angel Rangel,10/16/2015,shot,unarmed,27,M,H,Valinda,CA,FALSE,attack,Not fleeing,FALSE
+Jason Foreman,10/16/2015,shot,gun,45,M,,Barrow County,GA,FALSE,attack,Not fleeing,FALSE
+Ricky Javenta Ball,10/16/2015,shot,undetermined,33,M,B,Columbus,MS,FALSE,undetermined,Foot,TRUE
+Jeffrey Womack,10/16/2015,shot,gun,27,M,W,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Gino Paredes,10/17/2015,shot,toy weapon,22,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Dequan Williams,10/17/2015,shot and Tasered,knife,28,M,B,York,PA,TRUE,other,Not fleeing,FALSE
+Corey Jones,10/18/2015,shot,gun,31,M,B,Palm Beach Gardens,FL,FALSE,undetermined,Not fleeing,FALSE
+Krikor Ekizian,10/18/2015,shot,knife,28,M,W,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Dion Lamont Ramirez,10/19/2015,shot,,53,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Roger D.  Hall,10/20/2015,shot,toy weapon,30,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Lamontez Jones,10/20/2015,shot,toy weapon,39,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Joel Lopes,10/20/2015,shot,gun,40,M,H,Truth or Consequences,NM,FALSE,attack,Not fleeing,FALSE
+Darien Greenwood,10/20/2015,shot,knife,30,M,W,Mandeville,LA,FALSE,attack,Not fleeing,FALSE
+Jonathan Tyler Gossman,10/20/2015,shot,gun,21,M,W,Cedar Rapids,IA,FALSE,attack,Foot,FALSE
+Miguel Angel Marin Galena,10/21/2015,shot,knife,35,M,H,Calexico,CA,FALSE,other,Other,FALSE
+Ryan Christopher Rodriguez,10/21/2015,shot,unarmed,21,M,H,West Goshen,CA,TRUE,attack,Not fleeing,FALSE
+Timothy Arnold,10/21/2015,shot,gun,47,M,W,Kentwood,MI,TRUE,attack,Not fleeing,FALSE
+Lawrence Green,10/22/2015,shot,knife,38,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Adriene Jamarr Ludd,10/22/2015,shot,gun,36,M,B,Carmichael,CA,FALSE,attack,Car,FALSE
+Stephen H. Brock,10/22/2015,shot,undetermined,53,M,W,Pine Top,KY,FALSE,other,Not fleeing,FALSE
+Juan Ulloa,10/24/2015,shot,gun,34,M,H,Highgrove,CA,FALSE,attack,Not fleeing,FALSE
+Rolly Thomas,10/24/2015,shot,gun,34,M,B,Cape Coral,FL,FALSE,attack,Not fleeing,TRUE
+Dominic Hutchinson,10/24/2015,shot,undetermined,30,M,B,Cathedral City,CA,FALSE,undetermined,Not fleeing,FALSE
+Arthur West,10/24/2015,shot,gun,28,M,W,Zanesville,OH,TRUE,attack,Not fleeing,FALSE
+Darren Myron Fude,10/24/2015,shot,gun,47,M,W,Paddock Lake,WI,FALSE,attack,Not fleeing,FALSE
+Jon Ployhar,10/24/2015,shot,undetermined,49,M,W,Kenai Peninsula,AK,FALSE,attack,Not fleeing,FALSE
+John Tozzi,10/24/2015,shot,gun,,M,,New Paltz,NY,FALSE,attack,Not fleeing,FALSE
+John Harley Turner,10/25/2015,shot,gun,36,M,W,Talking Rock,GA,FALSE,attack,Not fleeing,FALSE
+Kevin Brunson,10/26/2015,shot,,45,M,B,Frederick,MD,FALSE,other,Not fleeing,FALSE
+Marquesha McMillan,10/26/2015,shot,gun,21,F,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Kobvey Igbuhay,10/26/2015,shot,unarmed,18,M,O,Tampa,FL,FALSE,attack,Foot,FALSE
+Tyrie Cuyler,10/27/2015,shot,gun,25,M,B,Savannah,GA,FALSE,attack,Not fleeing,TRUE
+Anthony Ashford,10/28/2015,shot,unarmed,29,M,B,Point Loma,CA,FALSE,attack,Not fleeing,FALSE
+Ricky Keith Keeton,10/28/2015,shot,gun,57,M,W,Smithville,MS,FALSE,attack,Not fleeing,FALSE
+Jerry Michael Graham Jr.,10/28/2015,shot,gun,34,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Jasper Levi Adams,10/28/2015,shot,gun,35,M,W,Salem,OR,FALSE,attack,Car,FALSE
+Deaunte Lamar Bell,10/29/2015,shot,gun,,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Allen Quintez Swader,10/29/2015,shot,gun,18,M,W,Hohenwald,TN,FALSE,attack,Not fleeing,FALSE
+Floyd Ray Cook,10/30/2015,shot,gun,62,M,W,Burkesville,KY,FALSE,attack,Other,FALSE
+Mario Martinez,10/30/2015,shot,gun,29,M,H,Mesquite,TX,FALSE,attack,Car,FALSE
+Tony Berry,10/30/2015,shot,gun,25,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Daniel Nole,10/30/2015,shot and Tasered,knife,30,M,W,Norwood,OK,FALSE,attack,Foot,FALSE
+Brian Crawford,10/30/2015,shot,gun,24,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Larry Busby,10/30/2015,shot,gun,52,M,W,Old Town,FL,FALSE,attack,Not fleeing,FALSE
+Noah Harpham,10/31/2015,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Bennie Lee Tignor,10/31/2015,shot,unarmed,56,M,B,Opelika,AL,FALSE,other,Car,FALSE
+Luverne Roy Christensen,11/1/2015,shot,gun,49,M,W,Hutchinson,MN,FALSE,attack,Not fleeing,FALSE
+Killian O'Quinn,11/1/2015,shot,gun,20,M,W,Eureka,CA,FALSE,attack,Not fleeing,FALSE
+Jack Yantis,11/1/2015,shot,gun,62,M,W,Council,ID,FALSE,undetermined,Not fleeing,TRUE
+James Covington,11/2/2015,shot,gun,62,M,B,Washington,DC,FALSE,attack,Car,FALSE
+Jeremy Mardis,11/3/2015,shot,unarmed,6,M,W,Marksville,LA,FALSE,other,Car,TRUE
+Joseph Tyndall,11/4/2015,shot,gun,30,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+John Allen,11/4/2015,shot,gun,57,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Faisal Mohammad,11/4/2015,shot,knife,18,M,O,Merced,CA,FALSE,attack,Foot,FALSE
+Timothy Gene Smith,11/4/2015,shot,unarmed,47,M,W,Pacific Beach,CA,FALSE,other,Foot,TRUE
+David  Romanoski,11/5/2015,shot,gun,48,M,W,Morgantown,WV,FALSE,attack,Not fleeing,FALSE
+James Bigley,11/5/2015,shot,gun,20,M,W,Hominy,OK,TRUE,attack,Car,FALSE
+Jacob Hohman,11/5/2015,shot,hammer,30,M,W,Lakeshire,MO,FALSE,attack,Not fleeing,FALSE
+Laura Lemieux,11/5/2015,shot,gun,36,F,W,Goose Creek,SC,TRUE,attack,Not fleeing,FALSE
+Michael  Johnson,11/6/2015,shot,gun,51,M,W,Portland,OR,TRUE,attack,Not fleeing,FALSE
+James Francis Smyth,11/6/2015,shot,,55,M,W,Las Vegas,NV,FALSE,other,Car,FALSE
+Kim Lee Long,11/6/2015,shot,undetermined,48,M,W,Wadesboro,NC,FALSE,undetermined,Not fleeing,FALSE
+Delvin Simmons,11/9/2015,shot,,20,M,B,Spartanburg,SC,FALSE,attack,Car,FALSE
+Cesar Cuellar,11/9/2015,shot,gun,25,M,H,North Laredo,TX,TRUE,attack,Not fleeing,FALSE
+Dale Maverick Hudson,11/9/2015,shot,gun,26,M,W,Braxton County,WV,FALSE,attack,Not fleeing,FALSE
+Leonel Acevedo,11/9/2015,shot,gun,45,M,H,San Jose,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Cano,11/9/2015,shot and Tasered,bean-bag gun,35,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Eddie Gabriel Sanchez,11/10/2015,shot,gun,34,M,H,Chico,CA,FALSE,attack,Not fleeing,FALSE
+Jason Leanard Mesaros,11/10/2015,shot,,36,M,H,Brighton,CO,FALSE,other,Car,FALSE
+Andrew Blake,11/10/2015,shot,gun,22,M,W,Dillon,MT,FALSE,attack,Not fleeing,FALSE
+Dana Bruce Ott,11/10/2015,shot,toy weapon,63,M,W,Colorado Springs,CO,TRUE,attack,Not fleeing,FALSE
+Joseph Jaramillo,11/11/2015,shot,,31,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Javier Lopez Garcia,11/11/2015,shot,gun,25,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Brian Gavin,11/11/2015,shot,gun,57,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Ryan Quinn Martin,11/11/2015,shot,gun,32,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Moises Nero,11/12/2015,shot,knife,42,M,B,Sunnyvale,CA,FALSE,other,Not fleeing,FALSE
+Michael Joseph Bartkiewicz,11/13/2015,shot,toy weapon,52,M,W,Gibson County,TN,FALSE,attack,Not fleeing,FALSE
+Ernesto Gamino,11/13/2015,shot,undetermined,25,M,H,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Matthew Coleman,11/13/2015,shot,gun,25,M,W,Eden,GA,FALSE,attack,Foot,FALSE
+Ramon Salazar,11/14/2015,shot,hammer,31,M,H,Jurupa Valley,CA,FALSE,other,Not fleeing,FALSE
+Richard Perkins,11/15/2015,shot,toy weapon,39,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Shane Whitehead,11/15/2015,shot,unknown weapon,16,M,B,Germantown,PA,FALSE,attack,Not fleeing,FALSE
+Jamar Clark,11/15/2015,shot,unarmed,24,M,B,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+John David Livingston,11/15/2015,shot and Tasered,Taser,32,M,W,Spring Lake,NC,FALSE,attack,Not fleeing,FALSE
+Brent Noblitt,11/16/2015,shot,,25,M,W,Whitfield County,GA,FALSE,other,Car,FALSE
+Cameron Davis Long,11/16/2015,shot,,28,M,W,Leon County,TX,FALSE,undetermined,Car,FALSE
+Yohans Leon,11/17/2015,shot,gun,28,M,B,Miami,FL,TRUE,attack,Foot,FALSE
+Demetrius Bryant,11/17/2015,shot,gun,21,M,B,Cayce,SC,FALSE,attack,Not fleeing,FALSE
+Jeray Chatham,11/17/2015,shot,,30,M,B,Weatherford,TX,FALSE,other,Car,FALSE
+Derry Touchstone,11/17/2015,shot,unarmed,58,M,W,Arlington,GA,FALSE,other,Not fleeing,FALSE
+Francis Hartnett,11/17/2015,shot,gun,47,M,W,Little Egg Harbor,NJ,TRUE,attack,Not fleeing,FALSE
+Michael Tindall,11/17/2015,shot,gun,41,M,W,Weatherford,TX,FALSE,undetermined,Car,FALSE
+Cornelius Brown,11/18/2015,shot,unknown weapon,25,M,B,Opa-Locka,FL,FALSE,other,Not fleeing,FALSE
+Marcus Meridy,11/18/2015,shot,gun,44,M,B,Benton Township,MI,FALSE,attack,Not fleeing,FALSE
+Randy Allen Smith,11/19/2015,shot,gun,34,M,B,Manatee,FL,FALSE,attack,,FALSE
+Steve Dormil,11/19/2015,shot,knife,27,M,B,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Darick Napper,11/19/2015,shot,knife,34,M,B,Washington,DC,FALSE,other,Not fleeing,FALSE
+Nathaniel Harris Pickett,11/20/2015,shot,unarmed,29,M,B,Barstow,CA,TRUE,attack,Not fleeing,FALSE
+William Tarrant,11/20/2015,shot,gun,39,M,W,Paulding County,GA,TRUE,attack,Not fleeing,FALSE
+Martin Arturo Rivera,11/20/2015,shot,gun,50,M,,Fontana,CA,TRUE,other,Not fleeing,FALSE
+Chris Nichols,11/21/2015,shot,unarmed,24,M,W,Colbert,OK,FALSE,attack,Foot,FALSE
+James Daniel Hall,11/22/2015,shot,knife,47,M,W,Fontana,CA,TRUE,attack,Not fleeing,FALSE
+Matthew Grows,11/22/2015,shot,gun,45,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Miguel Angel Martinez,11/22/2015,shot,gun,28,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Barry Kirk,11/23/2015,shot,gun,50,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Henry Reyna,11/23/2015,shot and Tasered,knife,49,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Michael Kirvelay,11/24/2015,shot,toy weapon,45,M,W,Columbia Heights,MN,FALSE,other,Not fleeing,FALSE
+Freddy Baez,11/24/2015,shot,gun,24,M,B,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Thomas Joseph Mceniry,11/24/2015,shot and Tasered,toy weapon,32,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Magnum Edgar Phillips,11/25/2015,shot,knife,23,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Douglas R. Slade,11/25/2015,shot,gun,52,M,W,Eagar,AZ,FALSE,attack,Not fleeing,FALSE
+Somer Speer,11/25/2015,shot,gun,37,F,W,Ozark,MO,FALSE,attack,Not fleeing,FALSE
+Andrew Thomas,11/26/2015,shot,unarmed,26,M,W,Chico,CA,FALSE,other,Car,TRUE
+Rick Gullickson,11/27/2015,shot,gun,58,M,W,Lampe,MO,FALSE,attack,Not fleeing,FALSE
+Kevin Close,11/28/2015,shot,baseball bat and fireplace poker,50,M,W,Seagoville,TX,FALSE,other,Not fleeing,FALSE
+Justin D. McHenry,11/29/2015,shot,gun,22,M,W,Celina,OH,FALSE,attack,Not fleeing,FALSE
+Lionel Kerns,11/29/2015,shot,gun,53,M,W,Maysville,MO,FALSE,attack,Not fleeing,FALSE
+Ralph Aguilar,11/29/2015,shot,gun,69,M,H,Sun City,AZ,TRUE,attack,Not fleeing,FALSE
+Hugo Fernando Celio,11/29/2015,shot,gun,23,M,H,Bakersfield,CA,FALSE,attack,Foot,FALSE
+Zachary Grigsby,11/29/2015,shot,gun,29,M,W,Lincoln,NE,FALSE,attack,,FALSE
+Tuan Hoang,11/30/2015,shot,,25,M,A,Aurora,CO,FALSE,attack,Car,FALSE
+Darius Smith,11/30/2015,shot,gun,18,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Fernando Sauceda,11/30/2015,shot,undetermined,31,M,H,Wink,TX,FALSE,other,Not fleeing,FALSE
+Joshua  Jozefowicz ,12/1/2015,shot,gun,23,M,W,Bangor,ME,FALSE,attack,Foot,FALSE
+John Anthony Gonzalez,12/1/2015,shot,gun,18,M,H,Norwalk,CA,FALSE,attack,Not fleeing,FALSE
+Phillip Munoz,12/2/2015,shot,gun,35,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Tashfeen Malik,12/2/2015,shot,gun,27,F,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Syed Farook,12/2/2015,shot,gun,28,M,O,San Bernardino,CA,FALSE,attack,Car,FALSE
+Mario Woods,12/2/2015,shot,knife,26,M,B,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Allen Pacheco,12/2/2015,shot,gun,32,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Florencio Lucero,12/2/2015,shot,gun,36,M,H,Deming,NM,FALSE,attack,Not fleeing,FALSE
+Neil Scott Stretesky,12/3/2015,shot,gun,66,M,W,Big Springs,NE,FALSE,attack,Not fleeing,FALSE
+Raymone M. Davis,12/4/2015,shot,gun,21,M,B,Mount Washington,PA,FALSE,attack,Not fleeing,FALSE
+Ivan Krstic,12/4/2015,shot and Tasered,metal stick,47,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Colten Price Marcellus,12/5/2015,shot,gun,24,M,W,Irving,TX,FALSE,attack,Foot,FALSE
+Michael L. Funk,12/5/2015,shot,gun,60,M,W,Neenah,WI,FALSE,other,Not fleeing,FALSE
+Sheilah Huck,12/5/2015,shot,gun,61,F,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Juan Perez,12/5/2015,shot,gun,38,M,H,Indio,CA,FALSE,attack,Not fleeing,FALSE
+David  Winesett,12/5/2015,shot and Tasered,straight edge razor,51,M,W,Miami,FL,FALSE,other,Not fleeing,TRUE
+Raymond Azevedo,12/6/2015,shot,gun,35,M,W,Seattle,WA,FALSE,attack,Car,FALSE
+Carlumandarlo Zaramo,12/6/2015,shot,gun,46,M,B,Richmond Heights,OH,TRUE,attack,Not fleeing,FALSE
+John Alan Britton,12/6/2015,shot,knife,48,M,W,Laramie,WY,TRUE,other,Not fleeing,FALSE
+Miguel Espinal,12/8/2015,shot,unarmed,36,M,B,Yonkers,NY,FALSE,other,Foot,FALSE
+Derek Stokes,12/8/2015,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Not fleeing,FALSE
+Christopher Higdon,12/9/2015,shot,gun,66,M,W,Leitchfield,KY,FALSE,attack,Not fleeing,FALSE
+Sammy Monroe Echols,12/9/2015,shot,gun,51,M,,Pryor,OK,TRUE,attack,Not fleeing,FALSE
+Jason Bryant,12/10/2015,shot,gun,34,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Charles Edward Rosemond,12/10/2015,shot,gun,55,M,B,Taylors,SC,FALSE,attack,Not fleeing,FALSE
+Thomas Arthur Gendreau,12/10/2015,shot,knife,54,M,W,Marina,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/10/2015,shot,gun,,M,,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Steven Wickert,12/11/2015,shot,unarmed,36,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Christopher Goodlow,12/12/2015,shot,knife,25,M,B,Indianapolis,IN,TRUE,attack,Not fleeing,FALSE
+Javario Shante Eagle,12/12/2015,shot,gun and knife,24,M,B,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Nicholas Robertson,12/12/2015,shot,gun,28,M,B,Lynwood,CA,FALSE,attack,Not fleeing,FALSE
+Jonathan Wardlow,12/12/2015,shot,Taser,36,M,W,Healdton,OK,FALSE,attack,Not fleeing,FALSE
+Andrew Jospeh Todd,12/12/2015,shot,gun,20,M,W,East Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+Roy Carreon,12/12/2015,shot,knife,49,M,H,San Bernardino,CA,FALSE,attack,,FALSE
+Efrain Villanueva,12/12/2015,shot,unknown weapon,,M,,Aurora,CO,FALSE,attack,,FALSE
+Shirley  Weis,12/13/2015,shot,gun,51,F,W,Arlington,TX,TRUE,attack,Not fleeing,FALSE
+Ryan McMillan,12/13/2015,shot,ax,21,M,W,Denton,TX,TRUE,other,Not fleeing,FALSE
+Nephi  Leiataua,12/13/2015,shot,knife,30,M,O,Thurston County,WA,FALSE,attack,Not fleeing,FALSE
+Enrique Gonzalez,12/13/2015,shot,gun,32,M,H,Mountain View,CO,FALSE,attack,Not fleeing,FALSE
+Calvin McKinnis,12/14/2015,shot,gun,33,M,B,New Orleans,LA,FALSE,attack,Not fleeing,TRUE
+Michael  Thomason,12/14/2015,shot,undetermined,56,M,W,Humboldt,TN,FALSE,undetermined,Not fleeing,FALSE
+Brenda Dean Kimberling,12/14/2015,shot,gun,48,F,W,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Mharloun Verdejo  Saycon,12/14/2015,shot,knife,39,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Hector Alvarez,12/14/2015,shot,undetermined,19,M,H,Gilroy,CA,FALSE,undetermined,,TRUE
+Roberto Sanchez,12/14/2015,shot,gun,45,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Mark Toney,12/14/2015,shot,gun,33,M,W,Mount Hope,WV,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gene Evans,12/14/2015,shot and Tasered,knife,52,M,W,Middle River,MD,TRUE,other,Not fleeing,FALSE
+Ronnie Dubose Carter,12/15/2015,shot,,51,M,B,Dallas,NC,FALSE,attack,Car,FALSE
+Bryant Neil Duncan,12/16/2015,shot,knife,,M,W,Camarillo,CA,TRUE,attack,Not fleeing,FALSE
+Douglas Yon,12/17/2015,shot,machete,25,M,W,Kent,OH,TRUE,other,Not fleeing,FALSE
+Christopher Fletcher,12/17/2015,shot,gun,24,M,W,Modesto,CA,FALSE,attack,Other,FALSE
+Erica Lauro,12/18/2015,shot,gun,22,F,W,Northwood,OH,FALSE,attack,Other,FALSE
+Amos Frerichs,12/18/2015,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Robert L. Martinez,12/18/2015,shot,toy weapon,58,M,H,Taos,NM,TRUE,attack,Not fleeing,FALSE
+Trayvon Scruggs,12/19/2015,shot,gun,24,M,B,Concord,VA,FALSE,attack,,FALSE
+Ruben Jose Herrera,12/19/2015,shot,undetermined,26,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,FALSE
+Leroy Browning,12/20/2015,shot,gun,30,M,B,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Mark  Ramirez,12/20/2015,shot,gun,31,M,H,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Guadalupe Quiroz,12/21/2015,shot,gun,34,M,H,Hemet,CA,FALSE,attack,Not fleeing,FALSE
+Bobby Daniels,12/21/2015,shot,gun,48,M,B,Douglasville,GA,FALSE,attack,Not fleeing,FALSE
+Michael Noel,12/21/2015,shot,unarmed,,M,B,Breaux Bridge,LA,TRUE,other,Not fleeing,FALSE
+Derek DeGroat,12/21/2015,shot,gun,21,M,W,Canaan Township,PA,TRUE,attack,Not fleeing,FALSE
+Robert L. Teter,12/21/2015,shot,gun,39,M,W,Deltona,FL,FALSE,attack,Not fleeing,FALSE
+Chan Leith,12/21/2015,shot,gun,25,M,B,Aurora,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Barsnick,12/21/2015,shot,gun,30,M,W,Smartsville,CA,FALSE,attack,Not fleeing,FALSE
+Charles Reynolds,12/22/2015,shot,gun,61,M,,Ludlow,KY,FALSE,attack,Not fleeing,TRUE
+Kenneth Stephens,12/22/2015,shot,gun,56,M,W,Burlington,VT,FALSE,attack,Not fleeing,TRUE
+Michael Hilber,12/22/2015,shot,undetermined,29,M,W,Brooksville,FL,FALSE,undetermined,Car,FALSE
+Jose  Rodriguez,12/22/2015,shot,gun,19,M,H,Albuquerque,NM,FALSE,undetermined,Foot,TRUE
+Kevin Matthews,12/23/2015,shot,unarmed,35,M,B,Dearborn,MI,TRUE,other,Not fleeing,FALSE
+Schuylar Gunning,12/24/2015,shot,,36,M,W,Winnsboro,LA,FALSE,other,Car,FALSE
+Gregory Sanders,12/24/2015,shot,gun,54,M,,Pride,LA,TRUE,attack,Not fleeing,FALSE
+Terrozza Tyree Griffin,12/24/2015,shot,gun,24,M,B,Lansing,MI,FALSE,attack,Not fleeing,FALSE
+Omar Ventura,12/24/2015,shot,knife,23,M,H,Porterville,CA,FALSE,other,Not fleeing,FALSE
+William David Raff,12/25/2015,shot,knife,31,M,W,Palo Alto,CA,TRUE,attack,Not fleeing,FALSE
+Lonnie Niesen,12/26/2015,shot,brick,41,M,W,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Bettie Jones,12/26/2015,shot,unarmed,55,F,B,Chicago,IL,FALSE,other,,FALSE
+Quintonio LeGrier,12/26/2015,shot,baseball bat,19,M,B,Chicago,IL,TRUE,undetermined,Not fleeing,FALSE
+Gilbert Heredia,12/26/2015,shot,gun,38,M,H,Homedale,ID,FALSE,attack,Not fleeing,TRUE
+Michael Parker,12/27/2015,shot,undetermined,36,M,W,Lucedale,MS,FALSE,undetermined,Car,FALSE
+Sean Mould,12/27/2015,shot,knife,34,M,W,Tempe,AZ,TRUE,other,Not fleeing,TRUE
+Gayneaux Paul Trahan,12/27/2015,shot,undetermined,52,M,W,Franklin,LA,FALSE,undetermined,Not fleeing,FALSE
+Corey Jason Achstein,12/28/2015,shot,toy weapon,28,M,W,Suffolk,VA,FALSE,attack,Not fleeing,TRUE
+Siolosega Velega-Nuufolau,12/29/2015,shot,knife,50,F,O,Santa Nella,CA,TRUE,other,Not fleeing,FALSE
+Tien Hua,12/29/2015,shot,unknown weapon,,M,A,Rosemead,CA,FALSE,undetermined,Not fleeing,FALSE
+Fred Perez,12/30/2015,shot,knife,55,M,H,Fresno,CA,FALSE,attack,Not fleeing,TRUE
+John Randell Veach,12/30/2015,shot,undetermined,39,M,,Rawlins,WY,FALSE,undetermined,,FALSE
+Keith Childress,12/31/2015,shot,unarmed,23,M,B,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Joshua Sisson,1/1/2016,shot,knife,30,M,W,San Diego,CA,FALSE,other,Not fleeing,TRUE
+Lance Light,1/2/2016,shot,gun,54,M,W,Maryneal,TX,FALSE,attack,Car,FALSE
+Lonnie Haskell Powers,1/2/2016,shot,gun,37,M,W,Sioux Falls,SD,FALSE,attack,Not fleeing,FALSE
+Sean O'Brien,1/2/2016,shot and Tasered,knife,37,M,W,Livingston,MT,FALSE,other,Not fleeing,FALSE
+Germonta Wallace,1/3/2016,shot,gun,30,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Eric John Senegal,1/4/2016,shot,undetermined,27,M,B,Ragley,LA,FALSE,undetermined,Not fleeing,FALSE
+Rodney Turner,1/4/2016,shot,gun,22,M,B,Oklahoma City,OK,FALSE,attack,Foot,TRUE
+Joel Anthony Nelson,1/5/2016,shot,,29,M,W,Olympia,WA,FALSE,attack,Foot,FALSE
+James K. Maher,1/5/2016,shot,knife,39,M,W,Johnson City,TN,FALSE,other,Foot,FALSE
+Carlton Antonio Murphy,1/5/2016,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Stephen Bukwich,1/5/2016,shot,gun,52,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Albert Thompson,1/5/2016,shot,hand torch,28,M,H,Ceres,CA,FALSE,other,Foot,FALSE
+David Zollo,1/5/2016,shot and Tasered,knife,54,M,W,Upper Darby,PA,TRUE,other,Not fleeing,FALSE
+Charles Hollstein,1/6/2016,shot,toy weapon,38,M,W,Zion,IL,TRUE,other,Foot,FALSE
+Alan Huberth Franco-Armenta,1/6/2016,shot,gun,32,M,H,Carrizozo,NM,TRUE,attack,Not fleeing,FALSE
+Kenneth Clay,1/6/2016,shot,gun,34,M,W,Daviess County,KY,FALSE,attack,Not fleeing,FALSE
+Eric C. Olsen,1/8/2016,shot,knife,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Andrew Earl Abernathy,1/8/2016,shot,gun,50,M,W,Acworth,GA,TRUE,attack,Not fleeing,FALSE
+David Jay Kent,1/10/2016,shot,chain saw,37,M,W,Kelso,WA,TRUE,other,Not fleeing,FALSE
+Christine A. Lucas,1/10/2016,shot,toy weapon,45,F,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alan Paul Bartley,1/11/2016,shot,,56,M,W,San Fernando,CA,FALSE,attack,Car,FALSE
+Robert Tenbrink,1/11/2016,shot,toy weapon,45,M,W,Cincinnati,OH,TRUE,attack,Foot,FALSE
+Ramone Lonergan,1/11/2016,shot,gun,32,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Ciara Meyer,1/11/2016,shot,unarmed,12,F,W,Penn Township,PA,FALSE,other,Not fleeing,FALSE
+Herman Bean,1/12/2016,shot,knife,49,M,N,Spenard,AK,TRUE,other,Not fleeing,FALSE
+Keith Richardson,1/12/2016,shot,gun,58,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Brandon Bearden,1/13/2016,shot,gun,29,M,W,Sevierville,TN,FALSE,other,Foot,TRUE
+Timothy Meehan,1/13/2016,shot,gun,60,M,W,Cle Elum,WA,TRUE,attack,Not fleeing,FALSE
+Willie Holderfield,1/14/2016,shot,gun,40,M,W,Hurst,IL,TRUE,attack,Not fleeing,FALSE
+Miguel Hernandez,1/14/2016,shot,knife,39,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+William Keith Waldron,1/15/2016,shot,gun,26,M,W,Elkins,WV,FALSE,attack,Not fleeing,FALSE
+Rakeem Bentley,1/15/2016,shot,gun,24,M,B,Southfield,MI,FALSE,attack,Not fleeing,FALSE
+Alfred Longoria,1/16/2016,shot,toy weapon,34,M,H,Hollywood Hills,CA,FALSE,other,Foot,FALSE
+Ashton Lane Morris,1/16/2016,shot,gun,27,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Adam Karjalainen,1/16/2016,shot,toy weapon,44,M,W,Beaverton,OR,FALSE,other,Not fleeing,FALSE
+Kelsey Rose Hauser,1/16/2016,shot,unarmed,25,F,W,El Cajon,CA,FALSE,other,Car,FALSE
+Clarence Layfield,1/16/2016,shot,,55,M,W,Petroleum,WV,FALSE,other,Car,FALSE
+Henry Bennett,1/16/2016,shot,gun,19,M,B,Belle Glade,FL,FALSE,attack,Foot,FALSE
+Crayton West,1/17/2016,shot,gun,52,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Corey Lee Henderson,1/17/2016,shot,gun,31,M,W,Salt Lake City,UT,FALSE,attack,Foot,TRUE
+Daniel Shaver,1/17/2016,shot,unarmed,26,M,W,Mesa,AZ,FALSE,other,Not fleeing,TRUE
+Efrain Herrera,1/17/2016,shot and Tasered,knife,24,M,H,North Hills,CA,FALSE,other,Not fleeing,FALSE
+Joshua Tate Fielding,1/17/2016,shot and Tasered,gun,38,M,W,Rainbow City,AL,FALSE,other,Not fleeing,FALSE
+Jordan Szymanski,1/18/2016,shot,gun,33,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Eric Provost,1/18/2016,shot,toy weapon,28,M,W,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Timothy Caruthers,1/18/2016,shot,knife,27,M,W,Medford,OR,FALSE,other,Foot,FALSE
+Levi Gene Wilson,1/18/2016,shot,gun,39,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Vasilios Alexander Katsouras,1/18/2016,shot,garden tool,29,M,W,Union City,CA,TRUE,other,Not fleeing,TRUE
+Gary Wayne Jones,1/19/2016,shot,gun,36,M,W,Dallas,TX,FALSE,attack,Car,FALSE
+Samuel Grady,1/19/2016,shot,knife,55,M,W,Statesville,NC,TRUE,other,Not fleeing,FALSE
+Jim Redmond,1/19/2016,shot,gun,28,M,W,Valdosta,GA,FALSE,attack,Not fleeing,FALSE
+Timothy Albert,1/20/2016,shot,gun,40,M,B,Port Barre,LA,FALSE,attack,Not fleeing,FALSE
+Randy Joe Sanders,1/20/2016,shot,gun,33,M,W,Meridianville,AL,FALSE,other,Foot,TRUE
+Michael Clyde Lynch,1/20/2016,shot,knife,37,M,W,Kerrville,TX,FALSE,other,Other,FALSE
+Cedric Norris,1/21/2016,shot,gun,39,M,B,Eufaula,OK,TRUE,attack,Car,FALSE
+Michael Lamar Robinson,1/23/2016,shot,toy weapon,43,M,W,Clanton,AL,FALSE,other,Not fleeing,TRUE
+Sergio Alvarado-Morales,1/25/2016,shot and Tasered,knife,38,M,H,Reno,NV,TRUE,other,Not fleeing,FALSE
+"Robert ""LaVoy"" Finicum",1/26/2016,shot,gun,55,M,W,Burns,OR,FALSE,other,Not fleeing,FALSE
+Scott Scanlon,1/27/2016,shot,gun,52,M,W,Mountain Pine,AR,FALSE,attack,Not fleeing,FALSE
+Johnathan Bratcher,1/27/2016,shot,gun,32,M,B,Memphis,TN,FALSE,attack,Other,TRUE
+Herman Flores,1/27/2016,shot,gun,31,M,H,Santa Fe,NM,FALSE,attack,Not fleeing,FALSE
+John Wesley Smith,1/27/2016,shot,knife,27,M,W,Latta,SC,FALSE,other,Not fleeing,FALSE
+Thongsavanh Vandarack,1/27/2016,shot,toy weapon,40,M,A,Lenoir City,TN,TRUE,other,Not fleeing,FALSE
+Janet Wilson,1/27/2016,shot,,31,F,B,Dearborn,MI,TRUE,other,Car,FALSE
+Nathan Lee Bailey,1/27/2016,shot,gun,30,M,W,Mansfield,TX,FALSE,attack,Car,FALSE
+Israel Vladimir Rodriguez,1/27/2016,shot,gun,26,M,H,Cobb County,GA,FALSE,attack,Car,FALSE
+Jacqueline D. Salyers,1/28/2016,shot,,32,F,N,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+William A. Adams,1/28/2016,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Foot,FALSE
+Christopher Kalonji,1/28/2016,shot,gun,19,M,B,Clackamas County,OR,TRUE,other,Not fleeing,FALSE
+Randolph McClain,1/29/2016,shot,gun,33,M,B,Lynn,MA,FALSE,attack,Other,FALSE
+Christopher Michael Dew,1/29/2016,shot,gun,29,M,B,Irving,TX,FALSE,other,Not fleeing,FALSE
+Angela Hiatt,1/29/2016,shot,,41,F,W,Phenix City,AL,FALSE,attack,Car,FALSE
+Charles M. Smith,1/30/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Philip B. Salazar,1/30/2016,shot,scissors,38,M,H,Fort Collins,CO,FALSE,other,Not fleeing,FALSE
+Jose Alegre,1/30/2016,shot,gun,64,M,H,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Jeremy J. Sinclair,1/30/2016,shot,gun,42,M,W,Sugar Creek,MO,FALSE,attack,Car,FALSE
+Juan A. Ruiz,1/31/2016,shot,knife,46,M,H,Immokalee,FL,FALSE,other,Not fleeing,FALSE
+Jeffry Graves,1/31/2016,shot,gun,62,M,,Newark,CA,TRUE,attack,Not fleeing,FALSE
+Joshua Shane Bispo,1/31/2016,shot,gun,42,M,W,Bakersfield,CA,FALSE,attack,Car,FALSE
+Bruce Kelley,1/31/2016,shot and Tasered,knife,37,M,B,Wilkinsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Brown,1/31/2016,shot and Tasered,unarmed,25,M,W,Saginaw,TX,FALSE,attack,Not fleeing,FALSE
+Peter John,2/1/2016,shot,toy weapon,36,M,B,Washington,DC,FALSE,attack,Foot,FALSE
+Edgar Rene Alvarado,2/1/2016,shot,gun,21,M,H,Albuquerque,NM,TRUE,attack,Car,TRUE
+Justin Prescott,2/2/2016,shot and Tasered,knife,30,M,W,Rancho Cordova,CA,TRUE,other,Not fleeing,FALSE
+John Henry Neuman,2/3/2016,shot,gun,53,M,W,Schulter,OK,FALSE,attack,Not fleeing,FALSE
+Cristiaan Oliver Dubrino,2/3/2016,shot,gun,31,M,H,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Raymond Gassman,2/3/2016,shot,gun,22,M,N,Rosebud,SD,FALSE,attack,Not fleeing,TRUE
+Kayden Clarke,2/4/2016,shot,knife,24,M,W,Mesa,AZ,TRUE,other,Not fleeing,TRUE
+Antronie Scott,2/4/2016,shot,unarmed,36,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Scott Harless,2/4/2016,shot,gun,47,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thomas Hirko,2/4/2016,shot,toy weapon,54,M,W,Perry Township,OH,FALSE,attack,Not fleeing,FALSE
+Hector Leroy,2/4/2016,shot,gun,43,M,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Barawis,2/5/2016,shot,,38,M,O,Hilo,HI,FALSE,other,Car,FALSE
+Blake Edward Fitzgerald,2/5/2016,shot,gun,30,M,W,Milton,FL,FALSE,other,Car,FALSE
+Vinson Ray Strickland,2/5/2016,shot,gun,51,M,W,Union Grove,NC,FALSE,attack,Foot,FALSE
+Phillip Ferry,2/5/2016,shot,gun,55,M,W,Seaside,OR,FALSE,attack,Not fleeing,TRUE
+Jose Mendez,2/6/2016,shot,gun,16,M,H,Los Angeles,CA,FALSE,attack,Car,TRUE
+Marese V. Collins,2/7/2016,shot,gun,23,M,B,Columbus,OH,FALSE,other,Other,FALSE
+Phillip Luchsinger,2/7/2016,shot,gun,36,M,W,Austin,AR,FALSE,other,Not fleeing,FALSE
+Michael Laniado,2/7/2016,shot,knife,27,M,,Manchester,NJ,FALSE,other,Not fleeing,FALSE
+Shalamar Longer,2/8/2016,shot,gun,33,M,B,Chester,PA,FALSE,attack,Car,FALSE
+David Joseph,2/8/2016,shot,unarmed,17,M,B,Austin,TX,FALSE,other,Not fleeing,FALSE
+Eric Harris,2/8/2016,shot,,22,M,B,New Orleans,LA,FALSE,other,Car,FALSE
+Gustavo Najera,2/9/2016,shot,unarmed,22,M,H,Anaheim,CA,FALSE,undetermined,Not fleeing,TRUE
+Scottie Yanagawa,2/9/2016,shot,gun,29,M,O,Hilo,HI,FALSE,attack,Not fleeing,FALSE
+Timothy Vessels,2/10/2016,shot,gun,41,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+David Brian Evans,2/10/2016,shot,gun,67,M,W,Abingdon,MD,FALSE,attack,Not fleeing,FALSE
+Vincent Nageak,2/10/2016,shot,gun,36,M,N,Barrow,AK,FALSE,attack,Not fleeing,FALSE
+John Birkeland,2/10/2016,shot,knife,52,M,W,Roseville,MN,TRUE,attack,Not fleeing,TRUE
+Anthony Bertoni,2/10/2016,shot,gun,56,M,O,Henderson County,TX,TRUE,attack,Not fleeing,FALSE
+Alijah Jackson,2/11/2016,shot,knife,35,M,W,Maiden,NC,TRUE,other,Not fleeing,FALSE
+Matthew Quinn,2/11/2016,shot,ax,45,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Mohamed Barry,2/11/2016,shot,machete,30,M,B,Columbus,OH,FALSE,attack,Car,FALSE
+Peter Fanfan,2/12/2016,shot,gun,29,M,B,Boston,MA,TRUE,attack,Not fleeing,FALSE
+David Glen Watson,2/12/2016,shot,gun,53,M,W,Fort Worth,TX,FALSE,other,Not fleeing,FALSE
+Sahlah Ridgeway,2/12/2016,shot,gun,32,F,B,Syracuse,NY,TRUE,other,Not fleeing,FALSE
+Calvin Smith,2/13/2016,shot,gun,22,M,B,Baton Rouge,LA,TRUE,attack,Car,TRUE
+Calin Roquemore,2/13/2016,shot,unarmed,24,M,B,Beckville,TX,FALSE,other,Other,FALSE
+Dyzhawn L. Perkins,2/13/2016,shot,unarmed,19,M,B,Arvonia,VA,FALSE,attack,Not fleeing,FALSE
+Ali Eisa Abdalla Yahia,2/13/2016,shot and Tasered,gun,29,M,B,Urbandale,IA,FALSE,attack,Not fleeing,TRUE
+Marc Stoddart,2/14/2016,shot,knife,50,M,W,Bradenton,FL,TRUE,other,Not fleeing,FALSE
+Eduardo Rodriguez,2/14/2016,shot,gun,29,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Rammy Jaradat,2/14/2016,shot,knife,26,M,W,Van Nuys,CA,FALSE,other,Not fleeing,FALSE
+Brandon Lee Witt,2/15/2016,shot,undetermined,39,M,W,Yorba Linda,CA,FALSE,undetermined,Not fleeing,FALSE
+Guadalupe Sauceda,2/15/2016,shot,gun,52,M,H,Jal,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Andrews,2/16/2016,shot,knife,51,M,W,Fairfield,CT,TRUE,other,Not fleeing,FALSE
+Destry Meikle,2/16/2016,shot,,48,M,W,Republic,MO,FALSE,attack,Car,FALSE
+Shawn Henry Allen Dickens,2/16/2016,shot,gun,30,M,W,Mena,AR,FALSE,other,Foot,FALSE
+Paul Gaston,2/17/2016,shot,toy weapon,37,M,B,Cincinnati,OH,FALSE,other,Other,FALSE
+Jose Quintanilla,2/18/2016,shot,undetermined,30,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Oscar Reyes,2/18/2016,shot,undetermined,35,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Ronnie Padron,2/18/2016,shot,gun,32,M,H,Reno,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Noel,2/18/2016,shot and Tasered,undetermined,25,M,W,Commerce,GA,FALSE,other,Not fleeing,FALSE
+Justin Patrick Moses,2/19/2016,shot,knife,35,M,W,Ogden,UT,TRUE,attack,Not fleeing,FALSE
+Curtis James Dugger,2/19/2016,shot,gun,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Danny Rendon,2/20/2016,shot,gun,30,M,H,Anaheim,CA,FALSE,attack,Car,TRUE
+Edgar Camacho-Alvarado,2/20/2016,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Foot,FALSE
+Marcos Perea,2/20/2016,shot,gun,41,M,B,Lakewood,WA,FALSE,attack,Car,FALSE
+Charles Lee Lambert,2/20/2016,shot,gun,45,M,W,Iuka,MS,TRUE,attack,Not fleeing,FALSE
+Che Taylor,2/21/2016,shot,undetermined,46,M,B,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Sherrisa Homer,2/21/2016,shot,gun,36,F,N,Phoenix,AZ,TRUE,attack,Foot,FALSE
+Kisha Michael,2/21/2016,shot,gun,31,F,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Marquintan Sandlin,2/21/2016,shot,undetermined,32,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Patricia Kruger,2/21/2016,shot,gun,38,F,N,Houston,AK,FALSE,attack,Not fleeing,FALSE
+Gerardino Cayetano Gonzalez,2/22/2016,shot,gun,33,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Jamie Clark Long,2/22/2016,shot,knife,45,M,W,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+David Michael Green,2/22/2016,shot,,38,M,W,Mission,TX,TRUE,other,Car,FALSE
+Rouven Loch,2/22/2016,shot,toy weapon,22,M,W,Fairborn,OH,FALSE,other,Not fleeing,FALSE
+Travis Stevenson,2/23/2016,shot,,48,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Angel Alan Gleason,2/23/2016,shot,gun,36,M,H,Ripon,CA,FALSE,other,Other,FALSE
+Alex Buckner,2/23/2016,shot,gun,26,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Baltazar Ramos,2/23/2016,shot and Tasered,machete,39,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Robert Keil,2/24/2016,shot,knife,16,M,W,Blue Springs,MO,TRUE,other,Not fleeing,FALSE
+Martin Wirth,2/24/2016,shot,gun,58,M,W,Bailey,CO,TRUE,attack,Not fleeing,FALSE
+Victor Rivera,2/24/2016,shot,,27,M,H,Phoenix,AZ,FALSE,other,Car,FALSE
+Francisco Garcia,2/24/2016,shot,,26,M,H,Cerritos,CA,FALSE,attack,Not fleeing,FALSE
+Christopher J. Davis,2/24/2016,shot,unarmed,21,M,B,East Troy,WI,FALSE,other,Car,FALSE
+Luke Miller,2/25/2016,shot,gun,37,M,W,Evans,CO,FALSE,attack,Foot,TRUE
+Greg Gunn,2/25/2016,shot,pole,56,M,B,Montgomery,AL,FALSE,undetermined,Not fleeing,TRUE
+Tristan Conti,2/25/2016,shot,gun,19,M,W,Silver Springs,NV,FALSE,attack,Not fleeing,TRUE
+Cedric Ford,2/25/2016,shot,gun,38,M,B,Hesston,KS,TRUE,attack,Not fleeing,FALSE
+Kionte Desean Spencer,2/26/2016,shot,toy weapon,18,M,B,Roanoke,VA,TRUE,other,Not fleeing,FALSE
+Abraham Mitchell Fryer,2/26/2016,shot,unarmed,35,M,W,Rapid Valley,SD,FALSE,attack,Not fleeing,FALSE
+Fernando Hernandez,2/27/2016,shot,gun,23,M,H,San Antonio,TX,FALSE,attack,Car,TRUE
+Nathan Grissom,2/28/2016,shot,gun,41,M,W,Ashville,AL,FALSE,attack,Not fleeing,FALSE
+Earl Hicks,2/28/2016,shot,gun,44,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Akiel Denkins,2/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Dimitri Corcino,3/1/2016,shot,gun,39,M,H,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Jorge Brian Gonzalez,3/1/2016,shot,gun,22,M,H,Euless,TX,TRUE,attack,Not fleeing,FALSE
+Mickey Dewayne Sweatt,3/1/2016,shot,gun,37,M,W,Gautier,MS,FALSE,attack,Not fleeing,FALSE
+Travis Boyd Bradley,3/2/2016,shot,unarmed,36,M,W,Bel Air,MD,TRUE,other,Not fleeing,FALSE
+Daniel Burkhardt,3/2/2016,shot and Tasered,knife,41,M,W,Johnstown,PA,FALSE,other,Not fleeing,FALSE
+Sergio Ochoa,3/3/2016,shot,knife,27,M,H,Gilbert,AZ,FALSE,other,Car,FALSE
+John Alan Chamberlain,3/4/2016,shot,undetermined,66,M,,Sims,AR,FALSE,undetermined,,FALSE
+Brandon Stanley,3/4/2016,shot,unarmed,30,M,W,East Bernstadt,KY,FALSE,undetermined,Not fleeing,FALSE
+Darrell Bosell,3/5/2016,shot,gun,34,M,W,Cheektowaga,NY,TRUE,attack,Not fleeing,FALSE
+Herbert Ballance,3/5/2016,shot,gun,22,M,W,Beaumont,TX,TRUE,other,Not fleeing,FALSE
+Mark Minnick,3/6/2016,shot,gun,51,M,W,Azle,TX,TRUE,attack,Not fleeing,FALSE
+James Scott,3/6/2016,shot,unarmed,42,M,W,Bismarck,ND,FALSE,other,Foot,FALSE
+Osvaldo Torres,3/6/2016,shot,gun,41,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+Philip Vitullo,3/7/2016,shot,gun,49,M,W,Rochester,NY,TRUE,attack,Not fleeing,FALSE
+Bryon Rosas,3/7/2016,shot,knife,45,M,W,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Randall J. Selsor,3/7/2016,shot,undetermined,45,M,W,Topeka,KS,FALSE,undetermined,Not fleeing,FALSE
+"John Charles ""JC"" Graham",3/7/2016,shot,gun,42,M,W,Billings,MT,FALSE,attack,Not fleeing,FALSE
+Daniel H. Chavez,3/7/2016,shot,,41,M,H,Carlsbad,NM,FALSE,other,Car,FALSE
+Jeffrey Glen Casale,3/8/2016,shot,toy weapon,27,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Wesley Sheppard,3/10/2016,shot,toy weapon,37,M,W,Biloxi,MS,FALSE,other,Not fleeing,FALSE
+Arteair Porter Jr.,3/10/2016,shot,toy weapon,22,M,B,Reno,NV,TRUE,attack,Foot,FALSE
+Martin Hurtado,3/10/2016,shot,gun,21,M,H,Long Beach,CA,FALSE,other,Foot,FALSE
+Jason Meador,3/10/2016,shot,gun,50,M,W,Odessa,TX,TRUE,attack,Not fleeing,FALSE
+German Gonzalez,3/10/2016,shot,,23,M,H,Colorado City,CO,FALSE,attack,Car,FALSE
+Tyre Privott,3/11/2016,shot,gun,25,M,B,Norfolk,VA,FALSE,attack,Not fleeing,TRUE
+"Manford ""Butch"" Moore Jr.",3/11/2016,shot,gun,51,M,W,Rosalia,KS,TRUE,attack,Not fleeing,TRUE
+Jack Goodman,3/11/2016,shot,knife,46,M,W,Clinton,IL,TRUE,other,Not fleeing,FALSE
+Teodoro Valencia,3/11/2016,shot,gun,23,M,H,Newark,CA,FALSE,attack,Foot,FALSE
+Christopher Michael Tokazowski,3/12/2016,shot,gun,43,M,W,Greensboro,NC,TRUE,attack,Not fleeing,TRUE
+Peter Gaines,3/12/2016,shot and Tasered,unarmed,37,M,B,Houston,TX,FALSE,other,Foot,FALSE
+Marco Loud,3/12/2016,shot and Tasered,Taser,20,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gevork Alachadzhyan,3/13/2016,shot,,45,M,W,Glendale,CA,TRUE,attack,Car,FALSE
+Jose Raul Cruz,3/13/2016,shot,unarmed,16,M,H,Addison,TX,FALSE,undetermined,Car,FALSE
+Joshua Grubb,3/13/2016,shot,unarmed,30,M,W,Lenoir City,TN,FALSE,other,Car,TRUE
+Wesley Chad Deerman,3/13/2016,shot,gun,26,M,W,Piedmont,AL,FALSE,attack,Car,FALSE
+Keith Montgomery Jr.,3/13/2016,shot,gun,24,M,B,Chester,PA,FALSE,attack,Not fleeing,FALSE
+Amy Jean McCoy,3/13/2016,shot,hammer,38,F,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Jacai Colson,3/13/2016,shot,gun,28,M,B,Landover,MD,FALSE,other,Not fleeing,FALSE
+Lamar Harris,3/14/2016,shot,gun,29,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Joseph Harris,3/15/2016,shot,gun,34,M,W,Russellville,KY,FALSE,other,Foot,FALSE
+Daniel J. Wooters,3/15/2016,shot,knife,38,M,W,Evansville,IN,FALSE,other,Car,TRUE
+Ed Russell McIver,3/15/2016,shot,gun,43,M,W,Fort Worth,TX,FALSE,other,Other,TRUE
+Cristian Rene Medina,3/16/2016,shot,unarmed,23,M,H,Florence,CA,TRUE,other,Not fleeing,FALSE
+Eric Hernandez,3/16/2016,shot,gun,33,M,H,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Dennis Penny,3/16/2016,shot,gun,40,M,W,Anson County,NC,TRUE,attack,Not fleeing,FALSE
+Map Kong,3/17/2016,shot,gun,38,M,A,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Sunny Chin,3/17/2016,shot,gun,53,M,A,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Scott Bennett,3/17/2016,shot,gun,29,M,B,Houston,TX,FALSE,attack,,FALSE
+Christopher Nelms,3/17/2016,shot,gun,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Michael Mallet,3/18/2016,shot,gun,49,M,,Byron,CA,TRUE,attack,Not fleeing,FALSE
+David Alma Giles,3/18/2016,shot,gun,60,M,W,Idaho Falls,ID,FALSE,other,Not fleeing,FALSE
+India Beaty,3/19/2016,shot,toy weapon,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Joshua Douglas,3/19/2016,shot,undetermined,24,M,W,Covington,LA,FALSE,undetermined,Car,FALSE
+Thurman Reynolds,3/19/2016,shot,gun,21,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dylan R. Whitaker,3/19/2016,shot,gun,23,M,W,White Plains,KY,FALSE,attack,Other,FALSE
+Boyd Keith Ballard,3/20/2016,shot,knife,61,M,W,Hopewell,VA,TRUE,other,Not fleeing,TRUE
+Clarence Briggs,3/20/2016,shot,gun,54,M,W,Fort Littleton,PA,FALSE,attack,Other,FALSE
+Abraham Martinez,3/20/2016,shot,gun,62,M,H,Fort Wayne,IN,FALSE,attack,Foot,FALSE
+Robert Dentmond,3/20/2016,shot,toy weapon,16,M,B,Gainesville,FL,TRUE,other,Not fleeing,FALSE
+Dylan Pape,3/21/2016,shot,toy weapon,25,M,W,Stamford,CT,TRUE,attack,Not fleeing,FALSE
+Edward J. Gorinski,3/21/2016,shot,gun,28,M,W,South Greensburg,PA,TRUE,attack,Car,FALSE
+"Ralph ""Phil"" Grenon",3/21/2016,shot and Tasered,knife,76,M,W,Burlington,VT,TRUE,other,Not fleeing,TRUE
+Ethan James Rincon,3/22/2016,shot,pick-axe,25,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Travis J. Blair,3/22/2016,shot,,33,M,W,Fredericksburg,VA,FALSE,attack,Other,TRUE
+Daven Scott Hannu,3/23/2016,shot,gun,51,M,W,Thornton,CO,FALSE,attack,Not fleeing,FALSE
+Raymond Gonzalez,3/23/2016,shot,gun,34,M,H,Fresno,CA,FALSE,attack,Foot,TRUE
+Alexio Allen,3/23/2016,shot,gun,30,M,B,Raleigh,TN,TRUE,attack,Not fleeing,FALSE
+Robert L. Dussourd,3/24/2016,shot,knife,44,M,W,Braintree,MA,FALSE,other,Foot,FALSE
+Dominique Silva,3/24/2016,shot,toy weapon,24,M,B,Pawtucket,RI,FALSE,attack,Foot,FALSE
+Andrew Mike,3/24/2016,shot,gun,29,M,W,Redlands,CA,FALSE,attack,Not fleeing,FALSE
+Joel A. Gonzales,3/24/2016,shot,gun and knife,48,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Mario Sandoval,3/24/2016,shot,gun,19,M,H,Pueblo of Laguna,NM,FALSE,attack,Not fleeing,TRUE
+Jermon Seals,3/24/2016,shot,gun,22,M,B,Blue Springs,MO,FALSE,attack,Not fleeing,FALSE
+Jose Perez,3/26/2016,shot,meat cleaver,39,M,H,Lowell,MA,TRUE,other,Not fleeing,FALSE
+Terrence Shane Blackburn,3/26/2016,shot,gun,36,M,W,Grundy,VA,TRUE,other,Not fleeing,FALSE
+Donald Andrew White,3/26/2016,shot,gun,55,M,W,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Patrick Matthew McManamon,3/26/2016,shot,gun,46,M,W,Tampa,FL,TRUE,attack,Not fleeing,FALSE
+Jeffrey Lanahan,3/27/2016,shot,knife,34,M,W,Lee's Summit,MO,TRUE,other,Not fleeing,FALSE
+Loreal Tsingine,3/27/2016,shot,scissors,27,F,N,Winslow,AZ,FALSE,other,Not fleeing,TRUE
+Robert D. Guerin,3/27/2016,shot,gun,33,M,W,Roswell,NM,TRUE,attack,Not fleeing,TRUE
+Deriante Deon Miller,3/27/2016,shot,gun,18,M,B,Kinston,NC,FALSE,other,Not fleeing,FALSE
+Earl Ashby,3/27/2016,shot,gun,33,M,W,Splendora,TX,TRUE,attack,Not fleeing,FALSE
+Robert Morgan Garrison Jr.,3/29/2016,shot,gun,51,M,W,Piedmont,SC,TRUE,attack,Not fleeing,FALSE
+Denise Fairchild,3/29/2016,shot,gun,50,F,W,Aitkin,MN,TRUE,attack,Not fleeing,FALSE
+Joseph Louis Melvin,3/29/2016,shot and Tasered,flashlight,46,M,W,Clearlake Park,CA,FALSE,attack,Not fleeing,TRUE
+Angel Montion,3/30/2016,shot,gun,33,M,W,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Ruben Cossyleon,3/30/2016,shot,gun,25,M,H,Glendale,AZ,FALSE,undetermined,Not fleeing,FALSE
+Thomas Lagano,3/30/2016,shot,gun,52,M,W,Jackson,GA,FALSE,attack,Not fleeing,FALSE
+Kimani Johnson,3/31/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Matthew Vincent Wood,3/31/2016,shot,gun,43,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+James Brown III,3/31/2016,shot,gun,34,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+James Craig Simpson,3/31/2016,shot,gun,31,M,B,Las Vegas,NV,FALSE,attack,Foot,TRUE
+Jesus Juarez,4/1/2016,shot,shovel,65,M,H,Lockhart,TX,TRUE,undetermined,Not fleeing,FALSE
+Joel Fabela,4/1/2016,shot,gun,37,M,H,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+Cameron Gover,4/2/2016,shot,gun,30,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Melissa Boarts,4/3/2016,shot,unknown weapon,36,F,W,Macon County,AL,TRUE,other,Not fleeing,TRUE
+Darrin Andrew Martin,4/3/2016,shot,gun,25,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+David Mack,4/3/2016,shot,Taser,69,M,W,Eau Claire,WI,FALSE,attack,Not fleeing,FALSE
+Preston Paul Perez,4/3/2016,shot,undetermined,48,M,W,Raceland,LA,FALSE,undetermined,,FALSE
+Raul Salvador Marquez Heraldes,4/4/2016,shot,knife,50,M,H,Minneapolis,MN,TRUE,attack,Not fleeing,FALSE
+Peter J. Doherty,4/5/2016,shot,knife,52,M,W,West Springfield,MA,TRUE,other,Not fleeing,FALSE
+Kevin Hicks,4/5/2016,shot,unarmed,44,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,TRUE
+Marvin Cremeans,4/6/2016,shot,ax,60,M,W,Oak Hill,OH,FALSE,other,Not fleeing,FALSE
+Laronda Sweatt,4/6/2016,shot,ax,40,F,B,Gallatin,TN,FALSE,attack,Not fleeing,TRUE
+Cesar Frias,4/6/2016,shot and Tasered,knife,20,M,H,Sylmar,CA,TRUE,attack,Not fleeing,FALSE
+Luis Gongora,4/7/2016,shot,knife,45,M,H,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Lance C. McIntire,4/7/2016,shot,,44,M,W,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Dazion Flenaugh,4/8/2016,shot,knife,40,M,B,Sacramento,CA,TRUE,other,Foot,FALSE
+Melissa M. Abbott,4/8/2016,shot,hatchet,25,F,W,Lake Hallie,WI,TRUE,other,Not fleeing,FALSE
+Lamont Gulley,4/8/2016,shot,knife,43,M,B,Kentwood,MI,FALSE,other,Not fleeing,TRUE
+Diahlo Grant,4/9/2016,shot,gun,27,M,B,New Brunswick,NJ,FALSE,attack,Foot,FALSE
+Quron Williams,4/9/2016,shot,gun,19,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Lonnie Ball,4/10/2016,shot,gun,39,M,W,Modesto,CA,FALSE,other,Car,FALSE
+William Clark,4/10/2016,shot,knife,30,M,W,Rotterdam,NY,TRUE,attack,Not fleeing,FALSE
+Arturo Yobani-Torrez Valdez,4/10/2016,shot,knife,28,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Efren Eloy Trujillo,4/11/2016,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Pierre Loury,4/11/2016,shot,gun,16,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Dion Daman,4/12/2016,shot,unarmed,40,M,W,Denver,CO,FALSE,other,Car,FALSE
+Joshua Moreno,4/12/2016,shot,gun,38,M,H,Benton,IL,FALSE,attack,Car,FALSE
+Travis Wood,4/12/2016,shot,,20,M,W,Noma,FL,FALSE,other,Car,TRUE
+Rodney Watts,4/13/2016,shot,undetermined,35,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jeffrey Gray Wise,4/13/2016,shot,gun,52,M,W,Llano,TX,FALSE,attack,Not fleeing,FALSE
+Koltlee Whitson,4/13/2016,shot,gun,26,M,W,Sparta,TN,FALSE,attack,Car,FALSE
+Jeff Robertson,4/14/2016,shot and Tasered,unarmed,54,M,W,McPherson,KS,TRUE,attack,Not fleeing,FALSE
+Clemente Najera,4/15/2016,shot,baseball bat,38,M,H,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+David Swatsky,4/15/2016,shot,gun,52,M,W,Cache,OK,TRUE,attack,Not fleeing,FALSE
+Storm Allen Smith,4/15/2016,shot,undetermined,26,M,W,Muncie,IN,FALSE,attack,Foot,TRUE
+Gerald Robert Boyes,4/16/2016,shot,gun,53,M,W,Antioch,IL,FALSE,attack,Not fleeing,FALSE
+Kisha Arrone,4/17/2016,shot,gun,35,F,B,Dayton,OH,FALSE,other,Car,FALSE
+Eric John Wilson,4/17/2016,shot,unarmed,22,M,W,El Paso,TX,TRUE,other,Not fleeing,FALSE
+Richard Bard Jr.,4/17/2016,shot,gun,31,M,B,Vineland,NJ,FALSE,attack,Foot,FALSE
+George Tillman,4/17/2016,shot,gun,32,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Edson Thevenin,4/17/2016,shot,,37,M,B,Troy,NY,FALSE,attack,Car,FALSE
+Rico Don Rae Johnson,4/18/2016,shot,gun,28,M,B,Greenbelt,MD,FALSE,attack,Not fleeing,FALSE
+Demetrius Dorsey,4/18/2016,shot,gun,18,M,B,Mableton,GA,FALSE,attack,Not fleeing,FALSE
+Sylasone Ackhavong,4/19/2016,shot,gun,41,M,A,Charlotte,NC,TRUE,attack,Not fleeing,FALSE
+Jorevis Scruggs,4/19/2016,shot,gun,15,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Daniel Eric Blackmon,4/19/2016,shot,gun,38,M,W,Brooksville,AL,FALSE,attack,Car,FALSE
+Francis Scot Dufore,4/20/2016,shot,gun,41,M,W,Homestead,FL,FALSE,attack,Not fleeing,FALSE
+Jackie Lee Kirkham,4/20/2016,shot,unknown weapon,52,M,W,Perryville,AR,FALSE,other,Not fleeing,FALSE
+Mario Mejia Martinez,4/21/2016,shot,knife,48,M,H,Everett,MA,FALSE,other,Not fleeing,FALSE
+Tyler Hunkin,4/22/2016,shot,knife,29,M,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Carl Baranishyn,4/22/2016,shot,knife,51,M,W,Berne,NY,TRUE,attack,Not fleeing,FALSE
+Demarcus Semer,4/23/2016,shot,,21,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+Mitchell Oakley,4/23/2016,shot,gun,24,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jakob E. Wagner,4/23/2016,shot,gun,18,M,W,Antigo,WI,FALSE,attack,Not fleeing,FALSE
+Eric C. Wakup,4/23/2016,shot,gun,30,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Willie Tillman,4/23/2016,shot and Tasered,,33,M,B,Fayetteville,AR,FALSE,other,Car,TRUE
+Kay Frances Campbell,4/25/2016,shot,gun,60,F,W,East Flat Rock,NC,TRUE,attack,Not fleeing,FALSE
+Robin Barber,4/26/2016,shot,gun,28,M,W,Lakewood,CO,FALSE,attack,Foot,FALSE
+Joshua Brooks,4/26/2016,shot,gun,26,M,B,Chesapeake,VA,TRUE,attack,Not fleeing,TRUE
+Jacquelyn Burke,4/26/2016,shot,gun,24,F,W,Albuquerque,NM,TRUE,attack,Car,FALSE
+Darrel S. Machemehl,4/26/2016,shot,gun,44,M,W,Kingsbury,TX,FALSE,other,Other,FALSE
+Cin Lam Mung,4/27/2016,shot,machete,34,M,A,Atlanta,GA,FALSE,other,Not fleeing,FALSE
+Damon Blair,4/27/2016,shot,gun,21,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+David Shane Anderson,4/27/2016,shot,gun,36,M,W,Milcreek,UT,FALSE,attack,Not fleeing,FALSE
+Kendar del Rosario,4/28/2016,shot,knife,37,M,B,Miami,FL,FALSE,attack,Not fleeing,FALSE
+Lee Easter,4/28/2016,shot,gun,53,M,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Ashtian Barnes,4/28/2016,shot,,24,M,B,Houston,TX,FALSE,other,Car,FALSE
+Michael Kurtz,4/28/2016,shot and Tasered,knife,45,M,W,Spokane,WA,TRUE,other,Not fleeing,TRUE
+Jeffrey Darrell Hobbs,4/29/2016,shot,,48,M,W,Jackson,MO,FALSE,attack,Car,FALSE
+Oswald Mattner,4/30/2016,shot,knife,42,M,W,Wausau,WI,FALSE,other,Not fleeing,FALSE
+Mark Daniel Bess,4/30/2016,shot,knife,33,M,W,Spanish Fork,UT,FALSE,other,Foot,FALSE
+Bender Dass,4/30/2016,shot,,55,M,W,Florence,AZ,FALSE,attack,Car,FALSE
+Marion Habana,4/30/2016,shot,knife,28,M,A,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Charlin Charles,5/1/2016,shot,toy weapon,25,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald Branch,5/1/2016,shot,gun,28,M,W,Alamo,TN,TRUE,other,Not fleeing,FALSE
+Reginald Darnell Dogan,5/2/2016,shot,gun,52,M,B,Greenville,SC,FALSE,attack,Not fleeing,FALSE
+Raymond Hopper,5/3/2016,shot,knife,59,M,W,Visalia,CA,FALSE,other,Not fleeing,FALSE
+Richard Ferretti,5/4/2016,shot,,52,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Cayce A. DiTullio,5/4/2016,shot,gun,39,M,W,Burien,WA,FALSE,attack,Car,FALSE
+Matthew Tucker,5/4/2016,shot,knife,18,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Gerry J. Thompson,5/4/2016,shot,undetermined,40,M,W,Buffalo,MO,FALSE,attack,Not fleeing,FALSE
+Corey DiGiovanni,5/5/2016,shot,,36,M,W,Gretna,LA,FALSE,attack,Car,FALSE
+Burt Johnson,5/5/2016,shot,gun,38,M,B,Milwaukee,WI,FALSE,attack,Foot,TRUE
+Deresha Armstrong,5/5/2016,shot,gun,26,F,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ronald D. Williams,5/6/2016,shot,gun,,M,B,Weirton,WV,TRUE,other,Not fleeing,FALSE
+Nathan Q. Cates,5/7/2016,shot,gun,29,M,W,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Alton Fitzgerald Witchard,5/7/2016,shot,gun,37,M,B,St. Petersburg,FL,FALSE,attack,Other,FALSE
+Derek J. Sam,5/7/2016,shot and Tasered,knife,29,M,O,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Lionel Gibson,5/8/2016,shot,toy weapon,21,M,B,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Jaffort Smith,5/9/2016,shot,gun,33,M,B,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Christian Bowman,5/9/2016,shot,unarmed,23,M,W,St. Martin,MS,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,5/9/2016,shot,gun,26,M,W,Chicago,IL,FALSE,other,Foot,FALSE
+Joseph Napoli,5/9/2016,shot,gun,59,M,,Hog Valley,FL,FALSE,attack,Not fleeing,FALSE
+Jamie Stotts,5/9/2016,shot,gun,29,M,W,Nacogdoches,TX,TRUE,attack,Other,FALSE
+Arthur R. Williams,5/9/2016,shot,toy weapon,33,M,B,El Paso,TX,FALSE,other,Not fleeing,FALSE
+Arthur DaRosa,5/10/2016,shot,knife,28,M,B,Taunton,MA,TRUE,attack,Not fleeing,FALSE
+Stephen Schuster,5/11/2016,shot,gun,35,M,W,Aurora,CO,FALSE,attack,Car,FALSE
+Thongsoune Vilaysane,5/11/2016,shot,,33,M,A,San Diego,CA,FALSE,other,Car,TRUE
+Sean Ryan Mondragon,5/11/2016,shot,gun,24,M,B,Greeley,CO,FALSE,attack,Car,FALSE
+Steve Godfrey,5/11/2016,shot,gun,,M,W,Byng,OK,TRUE,attack,Car,FALSE
+Robert Mark Diaz,5/13/2016,shot,gun,28,M,H,Boyle Heights,CA,FALSE,attack,Not fleeing,TRUE
+Cody Marsh,5/14/2016,shot,knife,19,M,W,Jacksonsville,FL,TRUE,other,Not fleeing,FALSE
+Francis Clark,5/14/2016,shot,gun,43,M,N,Phoenix,AZ,FALSE,attack,Not fleeing,TRUE
+Jeffrey Sims,5/14/2016,shot,gun,59,M,W,Osteen,FL,FALSE,attack,Not fleeing,FALSE
+Ryan Johnson,5/14/2016,shot and Tasered,gun,34,M,W,Stockbridge,GA,TRUE,other,Not fleeing,FALSE
+"Dracy ""Clint"" Pendleton",5/15/2016,shot,gun,35,M,W,Shawnee National Forest,IL,FALSE,attack,Foot,FALSE
+Jabril Robinson,5/16/2016,shot,gun,23,M,B,Riverdale,GA,FALSE,attack,Foot,FALSE
+Luke Sanders,5/17/2016,shot,ax,36,M,W,Siskiyou County,CA,TRUE,other,Not fleeing,FALSE
+Garry Conrad,5/18/2016,shot,knife,46,M,W,New York,NY,TRUE,other,Not fleeing,FALSE
+Joseph Weatherby,5/18/2016,shot,gun,44,M,W,Sullivan,MO,FALSE,attack,Other,FALSE
+Israel Santos-Banos,5/18/2016,shot,gun,20,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremias Cruz,5/19/2016,shot,unarmed,30,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Jessica Nelson-Williams,5/19/2016,shot,unarmed,29,F,B,San Francisco,CA,FALSE,other,Car,FALSE
+Jaime Ide,5/19/2016,shot,knife,35,M,H,Citrus Heights,CA,FALSE,other,Not fleeing,TRUE
+Timothy Brandon Stacy,5/19/2016,shot,gun,36,M,W,Fisty,KY,FALSE,attack,Not fleeing,FALSE
+Kentrill William Carraway,5/19/2016,shot,gun,22,M,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Joshua Beebee,5/20/2016,shot,knife,31,M,B,Omaha,NE,FALSE,other,Foot,TRUE
+Norman Campbell,5/21/2016,shot,gun,63,M,W,Chesterfield County,SC,FALSE,attack,Not fleeing,FALSE
+Travis Moore,5/21/2016,shot,unarmed,38,M,W,Oregon City,OR,TRUE,attack,Not fleeing,FALSE
+Mark Nelson,5/21/2016,shot,gun,31,M,N,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Michael Eugene Wilson Jr.,5/22/2016,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,TRUE
+Jorge Zambrano,5/22/2016,shot,gun,35,M,H,Oxford,MA,FALSE,attack,Not fleeing,FALSE
+Vernell Bing,5/22/2016,shot,unarmed,22,M,B,Jacksonville,FL,FALSE,other,Car,FALSE
+Bryson Fischer,5/22/2016,shot,gun,28,M,W,Boulder,CO,TRUE,attack,Not fleeing,FALSE
+Verl Bedonie,5/23/2016,shot,gun,26,M,N,Flagstaff,AZ,FALSE,attack,Foot,TRUE
+Bodhi Wilson Dean Phelps,5/24/2016,shot,knife,22,M,W,Gresham,OR,FALSE,other,Not fleeing,FALSE
+Leslie Goletz,5/24/2016,shot,Taser,57,M,,Harrisonville,MO,FALSE,other,Car,FALSE
+Mario Montoya,5/24/2016,shot,gun,31,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Derek Prophet,5/25/2016,shot,knife,43,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Doll Pierre-Louis,5/25/2016,shot,,24,M,B,Miami Gardens,FL,FALSE,other,Car,FALSE
+"Eugene ""Geno"" Francis Smith",5/26/2016,shot,gun,29,M,W,St. Paul,MN,FALSE,attack,Not fleeing,FALSE
+Warren Christian,5/26/2016,shot,gun,43,M,W,Lansing,IL,FALSE,attack,Foot,FALSE
+TK Tk,5/26/2016,shot,gun,,M,,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Devonte Gates,5/26/2016,shot,undetermined,21,M,B,Washington Park,IL,FALSE,undetermined,Foot,FALSE
+Fernando Castro,5/26/2016,shot,gun,19,M,H,Solvang,CA,FALSE,attack,Car,FALSE
+Tk Tk,5/26/2016,shot,knife,,F,,Sneads,FL,FALSE,other,Not fleeing,FALSE
+Angel Daniel Navarro,5/26/2016,shot,gun,25,M,H,Socorro,NM,FALSE,attack,Car,FALSE
+Terry Edwards,5/27/2016,shot,gun,59,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Dennis Hudson,5/28/2016,shot,gun,50,M,B,Eastaboga,AL,FALSE,attack,Not fleeing,FALSE
+Dennis Humphrey,5/28/2016,shot,gun,58,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Dionisio Augustine Garza III,5/29/2016,shot,gun,25,M,H,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Donald Edward Brown III,5/29/2016,shot,knife,32,M,W,Deland,FL,FALSE,other,Not fleeing,FALSE
+John Mark Coffey,5/29/2016,shot,gun,53,M,W,Clinton,NC,FALSE,attack,Not fleeing,TRUE
+Todd Brent Burroughs,5/29/2016,shot and Tasered,unarmed,38,M,W,Stoneville,NC,FALSE,other,Car,FALSE
+Robert Wickizer,5/30/2016,shot,gun,70,M,W,Tualatin,OR,FALSE,attack,Not fleeing,FALSE
+Osee Calix,5/30/2016,shot,gun,33,M,B,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Nicholas Berger,5/31/2016,shot,knife,36,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+TK TK,6/1/2016,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Johnson,6/1/2016,shot,gun,21,M,B,Newnan,GA,FALSE,attack,Foot,TRUE
+Daniel Pigg,6/1/2016,shot,gun,51,M,W,Berea,KY,FALSE,attack,Foot,FALSE
+Willie Demetrius James,6/2/2016,shot,knife,43,M,B,Norfolk,VA,TRUE,other,Not fleeing,TRUE
+Rodney Rodriguez Smith,6/2/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Joshua Smith,6/3/2016,shot,knife,33,M,W,Wasilla,AK,FALSE,other,Not fleeing,FALSE
+"Hubert Thomas Burns, Jr.",6/3/2016,shot,knife,34,M,N,Parker,AZ,FALSE,other,Not fleeing,FALSE
+Daniel Jonathan Shaham,6/4/2016,shot,undetermined,31,M,W,Yreka,CA,FALSE,attack,Not fleeing,FALSE
+Demarco Rhymes,6/4/2016,shot,gun,35,M,B,Eufaula,AL,FALSE,attack,Other,TRUE
+Larry Dustin Stepp,6/4/2016,shot,knife,31,M,W,Muncie,IN,TRUE,other,Not fleeing,TRUE
+Christopher Michael Moran,6/5/2016,shot,gun,31,M,W,Cape Coral,FL,FALSE,other,Car,FALSE
+Henry Green,6/6/2016,shot,gun,23,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Kalyp Allen Rapoza,6/6/2016,shot,knife,25,M,O,Hilo,HI,FALSE,other,Not fleeing,FALSE
+Andrew Henson,6/7/2016,shot,unarmed,25,M,W,Wagoner,OK,FALSE,other,Car,TRUE
+Omar Villagomez,6/7/2016,shot,vehicle,21,M,H,Turlock,CA,FALSE,other,Not fleeing,FALSE
+Willis N. Walker,6/7/2016,shot,gun,49,M,B,Norman,VA,FALSE,other,Not fleeing,FALSE
+William David Powell,6/7/2016,shot,gun,63,M,W,Stockbridge,GA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia,6/8/2016,shot,gun,43,M,H,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William Michael Hollis,6/9/2016,shot,gun,34,M,W,Birmingham,AL,FALSE,attack,Car,FALSE
+James Allen Nickol,6/9/2016,shot,gun,38,M,W,York,PA,FALSE,attack,,FALSE
+John Michael Brisco,6/9/2016,shot,gun,52,M,B,Port Arthur,TX,FALSE,other,Foot,FALSE
+Clifford Tucker,6/9/2016,shot,gun,68,M,W,Ishpeming Township,MI,TRUE,attack,Not fleeing,TRUE
+TK TK,6/9/2016,shot,baton,,M,,Somerton,AZ,FALSE,attack,Not fleeing,FALSE
+Clayton Millsaps,6/10/2016,shot,baseball bat,29,M,W,Iredell County,NC,FALSE,other,Not fleeing,FALSE
+Bobby Sanchez,6/10/2016,shot,gun,32,M,H,Pueblo,CO,FALSE,attack,Foot,FALSE
+J. Juan Briseno-Ortega,6/10/2016,shot,gun,50,M,H,Yakima,WA,FALSE,attack,Not fleeing,TRUE
+Keith Bursey,6/10/2016,shot,gun,31,M,B,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Lyndarius Cortez Witherspoon,6/11/2016,shot,gun,27,M,B,Tupelo,MS,FALSE,attack,Car,FALSE
+Jesus Duran,6/11/2016,shot,spear,31,M,H,Maywood,CA,FALSE,other,Not fleeing,FALSE
+Omar Mateen,6/12/2016,shot,gun,29,M,O,Orlando,FL,TRUE,attack,Not fleeing,TRUE
+Daniel Bennett Edwards,6/12/2016,shot,knife,23,M,W,Eagle Mountain,UT,TRUE,other,Not fleeing,FALSE
+John Williams,6/12/2016,shot,gun,61,M,B,Hiseville,KY,FALSE,attack,Car,FALSE
+Joshua Sciscm,6/13/2016,shot,gun,33,M,W,Schenectady,NY,FALSE,attack,Not fleeing,FALSE
+Michael Moore,6/13/2016,shot,gun,18,M,B,Mobile,AL,FALSE,other,Not fleeing,FALSE
+Edward Acquisto,6/13/2016,shot,gun,80,M,H,Tiverton,RI,FALSE,attack,Car,FALSE
+Kenneth Allen Pointer,6/13/2016,shot,undetermined,43,M,W,Vancouver,WA,FALSE,undetermined,Car,FALSE
+Noel Rodriguez,6/14/2016,shot,,50,M,H,Boise,ID,FALSE,other,Car,TRUE
+Nicholas Ferro,6/14/2016,shot,gun,47,M,W,Odessa,MO,FALSE,attack,Not fleeing,FALSE
+Mohammad Moghaddam,6/14/2016,shot,gun,54,M,O,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Fernando Geovanni Llanez,6/14/2016,shot,undetermined,22,M,H,Chula Vista,CA,FALSE,attack,Not fleeing,FALSE
+Russell Rosser,6/15/2016,shot,,43,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Michael Rasmussen,6/15/2016,shot,gun,38,M,W,Pembine,WI,TRUE,attack,Car,FALSE
+Peter Grandpre,6/16/2016,shot,gun,36,M,W,Butte,MT,FALSE,attack,Not fleeing,TRUE
+Nicholas Damon,6/16/2016,shot,,30,M,H,Westminster,CO,FALSE,attack,Car,FALSE
+John Anderson,6/16/2016,shot,gun,59,M,W,Montpelier,OH,TRUE,other,Not fleeing,FALSE
+Ronald Delfino,6/16/2016,shot,gun,21,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+William Thomas Hennessey,6/18/2016,shot,toy weapon,34,M,W,Huntsville,AL,FALSE,attack,Not fleeing,TRUE
+Sergey Makarenko,6/18/2016,shot,,17,M,W,Carmichael,CA,FALSE,other,Car,FALSE
+Antwun Shumpert,6/18/2016,shot,unarmed,37,M,B,Tupelo,MS,FALSE,attack,Foot,FALSE
+Rashaun Lloyd,6/19/2016,shot,gun,25,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Anthony Ford,6/19/2016,shot,gun,30,M,,Fort Walton Beach,FL,FALSE,other,Not fleeing,FALSE
+Raufeal M. Bostick,6/20/2016,shot,gun,23,M,B,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Devin Christopher Scott,6/20/2016,shot and Tasered,knife,20,M,W,Lake Havasu City,AZ,FALSE,other,Not fleeing,TRUE
+Lane Lesko,6/21/2016,shot,toy weapon,19,M,W,Peterborough,NH,TRUE,attack,Car,FALSE
+Jeff Hyde,6/21/2016,shot,gun,50,M,W,Casper,WY,TRUE,attack,Not fleeing,FALSE
+Pedro Cruz-Amado,6/21/2016,shot,chair,24,M,H,Lawndale,NC,TRUE,attack,Not fleeing,FALSE
+Josiah Williams,6/22/2016,shot,gun,25,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Isaiah Core,6/22/2016,shot,,20,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Roger Ponce,6/22/2016,shot,knife,37,M,W,Wellington,FL,FALSE,other,Not fleeing,FALSE
+Quencezola Maurice Splunge,6/22/2016,shot,gun,44,M,B,Walls,MS,FALSE,attack,Foot,FALSE
+Deravis Caine Rogers,6/22/2016,shot,unarmed,22,M,B,Atlanta,GA,FALSE,undetermined,Other,FALSE
+Shaun Trevor Walke,6/22/2016,shot,gun,31,M,W,Bellville,TX,FALSE,attack,Not fleeing,TRUE
+Jay Anderson,6/23/2016,shot,gun,25,M,B,Wauwatosa,WI,FALSE,other,Not fleeing,TRUE
+Angelo Brown,6/23/2016,shot,gun,,M,B,Belleville,IL,FALSE,attack,Foot,FALSE
+Josh Herrera,6/23/2016,shot,gun,29,M,,Hanover,NM,FALSE,undetermined,Not fleeing,FALSE
+Ismael Miranda,6/24/2016,shot,gun,36,M,B,Paterson,NJ,FALSE,attack,Not fleeing,FALSE
+Randy Blecher,6/24/2016,shot,gun,50,M,W,Farmington,AR,FALSE,attack,Not fleeing,FALSE
+Christy Sheats,6/24/2016,shot,gun,42,F,W,Fulshear,TX,TRUE,attack,Not fleeing,FALSE
+Miguel Angel Chavez-Angles,6/24/2016,shot,gun,42,M,H,Oklahoma City,OK,TRUE,other,Other,FALSE
+Jamil Alejandro Valladares,6/24/2016,shot,gun,26,M,H,Riverview,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Noble,6/25/2016,shot,unarmed,19,M,W,Fresno,CA,TRUE,other,Car,TRUE
+Waldemar Bogusiewicz,6/25/2016,shot,gun,59,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+William Ferguson,6/25/2016,shot,gun,,M,,Buckeye,AZ,FALSE,attack,Not fleeing,TRUE
+Rodrigo Guardiola,6/25/2016,shot and Tasered,unarmed,36,M,H,Gainesville,GA,FALSE,attack,Other,FALSE
+Terry Lynn Maurer,6/26/2016,shot,baseball bat,51,M,W,Columbia Township,MI,TRUE,attack,Not fleeing,FALSE
+Daniel Reyes,6/26/2016,shot,knife,27,M,H,Thomaston,CT,FALSE,other,Not fleeing,FALSE
+Germichael Kennedy,6/26/2016,shot,gun,22,M,B,Lincoln,NE,FALSE,attack,Foot,FALSE
+Donte L. Johnson,6/26/2016,shot,gun,30,M,B,Dolton,IL,FALSE,attack,Not fleeing,FALSE
+Michael Disbrowe,6/27/2016,shot,toy weapon,28,M,W,Boone,IA,TRUE,attack,Not fleeing,FALSE
+Sherman Evans,6/27/2016,shot,toy weapon,63,M,B,Washington,DC,TRUE,attack,Not fleeing,TRUE
+Blake Peacock,6/27/2016,shot,gun,32,M,W,Cochran,GA,FALSE,attack,Not fleeing,FALSE
+Travis Vierra,6/27/2016,shot,gun,26,M,W,Laguna Pueblo,NM,FALSE,attack,Not fleeing,FALSE
+Raymond Hutson,6/27/2016,shot,toy weapon,25,M,W,Frederica,DE,FALSE,other,Car,FALSE
+Barry Prak,6/28/2016,shot,knife,27,M,A,Long Beach,CA,FALSE,other,Foot,FALSE
+Walden Dang,6/28/2016,shot,knife,61,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Jessie J. Mills,6/29/2016,shot,undetermined,30,M,W,Barbourville,KY,FALSE,attack,Not fleeing,FALSE
+Tyrone Reado,6/29/2016,shot,gun,,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+Lafayette Evans,6/29/2016,shot,gun,37,M,B,Fort Madison,IA,FALSE,attack,Foot,FALSE
+Michael William Schumacher,6/29/2016,shot,pitchfork,41,M,W,Madison,WI,TRUE,other,Not fleeing,FALSE
+Kawme Dejuan Patrick,6/30/2016,shot,gun,25,M,B,Columbus,OH,FALSE,undetermined,,FALSE
+Tristan Vilters,6/30/2016,shot,gun,24,M,W,Park County,CO,FALSE,attack,Not fleeing,FALSE
+Jasen Scott Ramirez,6/30/2016,shot,undetermined,44,M,H,Douglas,WY,FALSE,undetermined,Not fleeing,FALSE
+Alexis George Mishtowt,7/1/2016,shot,gun,63,M,W,Landrum,SC,FALSE,attack,Not fleeing,TRUE
+Helmut Wihowski,7/1/2016,shot,knife,58,M,W,Jackson,WI,FALSE,other,Not fleeing,FALSE
+Steven McQueen,7/1/2016,shot and Tasered,gun,30,M,W,Cartersville,GA,FALSE,attack,Not fleeing,FALSE
+Jai Lateef Solveig Williams,7/2/2016,shot,gun,35,M,B,Asheville,NC,FALSE,other,Car,FALSE
+Jonathan Lane Justiss,7/2/2016,shot,gun,50,M,W,Bristol,TN,FALSE,attack,Not fleeing,FALSE
+Shannon Labit,7/3/2016,shot,knife,40,M,W,New Iberia,LA,TRUE,other,Not fleeing,FALSE
+Raul Saavedra-Vargas,7/3/2016,shot,,,M,H,Reno,NV,FALSE,other,Car,FALSE
+Pedro Villanueva,7/3/2016,shot,,19,M,H,Fullerton,CA,FALSE,other,Car,FALSE
+William Tracy Patterson,7/4/2016,shot,gun,34,M,W,North Charleston,SC,FALSE,attack,Not fleeing,TRUE
+Anthony Nunez,7/4/2016,shot,gun,18,M,H,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Sidney Washington,7/4/2016,shot,gun,21,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/4/2016,shot,knife,,M,,Rosser,TX,FALSE,other,Not fleeing,TRUE
+Joshua Bolster,7/5/2016,shot,undetermined,29,M,W,Salem,OR,FALSE,undetermined,,FALSE
+Sam Newby,7/5/2016,shot,undetermined,49,M,W,Temecula,CA,FALSE,other,Car,FALSE
+Melissa Ventura,7/5/2016,shot,knife,24,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Alton Sterling,7/5/2016,shot and Tasered,undetermined,37,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,TRUE
+Philando Castile,7/6/2016,shot,gun,32,M,B,Falcon Heights,MN,FALSE,other,Not fleeing,TRUE
+Thomas Vandemark,7/6/2016,shot,gun,65,M,W,Rush Springs,OK,FALSE,other,Not fleeing,TRUE
+Vinson Lee Ramos,7/7/2016,shot,knife,37,M,H,Bell,CA,FALSE,other,Not fleeing,FALSE
+Adam Smith,7/7/2016,shot,,33,M,W,Clovis,CA,FALSE,other,Car,FALSE
+Earnest Fells,7/7/2016,shot,gun,63,M,B,Selma,AL,FALSE,attack,Not fleeing,TRUE
+Abraham Smith,7/8/2016,shot,knife,30,M,W,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Andre Johnson,7/9/2016,shot,gun,40,M,B,Broken Bow,OK,FALSE,attack,Car,FALSE
+Alva Burnett Braziel,7/10/2016,shot,gun,38,M,B,Houston,TX,FALSE,other,Not fleeing,TRUE
+Joseph Mann,7/11/2016,shot,knife,50,M,B,Sacramento,CA,TRUE,other,Not fleeing,TRUE
+Jason Brooks,7/11/2016,shot,gun,41,M,B,East St. Louis,IL,FALSE,attack,Not fleeing,FALSE
+Pablo Medina,7/11/2016,shot,gun,41,M,H,Romulus,MI,FALSE,attack,Not fleeing,FALSE
+Orville Edwards,7/11/2016,shot,gun,39,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Larry Darnell Gordon,7/11/2016,shot,gun,44,M,W,St. Joseph,MI,FALSE,attack,Not fleeing,FALSE
+Benjamin Zeckovic,7/12/2016,shot,hatchet,23,M,W,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Donald S. Myers,7/13/2016,shot,gun,32,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,TRUE
+Richard G. Dinneny,7/13/2016,shot,toy weapon,56,M,W,Middletown,NY,TRUE,other,Not fleeing,FALSE
+Dayten Ernest Harper,7/14/2016,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Bobby Horne,7/15/2016,shot,gun,63,M,W,Peachland,NC,TRUE,attack,Not fleeing,FALSE
+Billy D. Smith,7/16/2016,shot,gun,31,M,W,Lake Asbury,FL,TRUE,attack,Not fleeing,FALSE
+Patrick Fennell,7/16/2016,shot,gun,57,M,W,Little Egg Harbor Township,NJ,FALSE,other,Foot,FALSE
+Cody Wayne Jarrett,7/16/2016,shot and Tasered,gun,26,M,W,San Bernardino,CA,FALSE,attack,Other,FALSE
+Kevin Higgins,7/17/2016,shot,gun,39,M,W,Sheboygan,WI,FALSE,other,Not fleeing,FALSE
+Jermaine Johnson,7/17/2016,shot,gun,42,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Gavin Eugene Long,7/17/2016,shot,gun,29,M,B,Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+Michael Ray Ramsey,7/17/2016,shot and Tasered,screwdriver,43,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jerry Brimer,7/18/2016,shot,ax,56,M,W,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Javier Garcia Gaona,7/20/2016,shot,knife,31,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Derek Love,7/21/2016,shot,gun,50,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+BJ Medeiros,7/21/2016,shot,gun,36,M,O,Hilo,HI,TRUE,attack,Not fleeing,FALSE
+Paul Edward Yacabitis,7/22/2016,shot,gun,50,M,W,Buckhannon,WV,FALSE,attack,,FALSE
+Austin Jerry Lee Howard,7/23/2016,shot,knife,49,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+Bernard Wells,7/23/2016,shot,gun,31,M,B,Chino,CA,FALSE,attack,Foot,FALSE
+Steven Alfred Longoria,7/23/2016,shot,gun,34,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Robert Lee Lourenco,7/24/2016,shot,hatchet and gun,36,M,W,Winchester,CA,TRUE,attack,Not fleeing,FALSE
+Alvin R. Sylversmythe,7/24/2016,shot,knife,29,M,N,Gallup,NM,TRUE,other,Not fleeing,FALSE
+Jeff Cornell Tyson,7/25/2016,shot,gun,32,M,B,Indianapolis,IN,FALSE,attack,Car,FALSE
+Richard Risher,7/25/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Scot Minard,7/26/2016,shot,gun,50,M,W,Pine River,WI,FALSE,attack,Car,FALSE
+Juan Reynaldo Duran,7/26/2016,shot,gun,36,M,H,Artesia,NM,FALSE,other,,FALSE
+Devon Martes,7/27/2016,shot,gun,17,M,B,Metairie,LA,FALSE,attack,Foot,FALSE
+Dalvin Hollins,7/27/2016,shot,unarmed,19,M,B,Tempe,AZ,TRUE,attack,Foot,FALSE
+Dylan Liberti,7/27/2016,shot,knife,24,M,W,Scottsdale,AZ,FALSE,other,Foot,TRUE
+Saddam Trejeda-Campos,7/27/2016,shot,knife,24,M,H,San Bernardino,CA,TRUE,other,Not fleeing,FALSE
+Emil Ambrose Mecklenburg,7/27/2016,shot,knife,20,M,W,Malta,MT,FALSE,attack,Not fleeing,FALSE
+Michael Adams,7/27/2016,shot,knife,33,M,W,Estill Springs,TN,FALSE,other,Foot,TRUE
+Jorge Moreno-Aguirre,7/28/2016,shot,undetermined,41,M,H,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+Jeffrey Smith,7/28/2016,shot,undetermined,47,M,B,La Quinta,CA,FALSE,other,Car,FALSE
+Paul O'Neal,7/28/2016,shot,,18,M,B,Chicago,IL,FALSE,other,Car,TRUE
+Jesus Rael,7/28/2016,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,Other,FALSE
+Donnell Thompson,7/28/2016,shot,unarmed,27,M,B,Compton,CA,FALSE,attack,Other,FALSE
+Omar Gonzalez,7/28/2016,shot,undetermined,36,M,H,City Terrace,CA,FALSE,other,Car,TRUE
+Amanda Page Bivens,7/29/2016,shot,gun,40,F,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Melvin Faison,7/29/2016,shot,gun,59,M,W,Pleasant Hill,NC,FALSE,attack,Not fleeing,FALSE
+John Casey,7/31/2016,shot,rock,32,M,W,Phelps,KY,FALSE,attack,Foot,FALSE
+Mario Martinez Torres,7/31/2016,shot,undetermined,38,M,H,Wapato,WA,FALSE,undetermined,Not fleeing,FALSE
+Limichael Shine,7/31/2016,shot,knife,18,M,A,Manchester,NJ,TRUE,other,Not fleeing,TRUE
+Korryn Gaines,8/1/2016,shot,gun,23,F,B,Randallstown,MD,FALSE,attack,Not fleeing,FALSE
+Bryan N. Byrd,8/1/2016,shot,,43,M,W,Edmund,SC,FALSE,attack,Car,FALSE
+Kenneth Eugene Bonanno,8/1/2016,shot,gun,67,M,W,Stafford,VA,FALSE,attack,Not fleeing,FALSE
+Richard Swihart,8/1/2016,shot,undetermined,32,M,W,Santa Ana,CA,TRUE,attack,Not fleeing,FALSE
+Richard Lance London,8/2/2016,shot,gun,22,M,W,Lake City,SC,FALSE,attack,Car,FALSE
+Adam Jo Klimek,8/2/2016,shot,knife,31,M,W,Alexandria,MN,FALSE,other,Not fleeing,FALSE
+DeMarco Newman,8/2/2016,shot,gun,43,M,B,Palm Bay,FL,TRUE,attack,Not fleeing,FALSE
+Matthew David Conrad,8/2/2016,shot,gun,34,M,W,Hammett,ID,TRUE,attack,Car,FALSE
+William Bowers,8/2/2016,shot,undetermined,51,M,W,Castaic,CA,FALSE,other,Foot,FALSE
+Benjamin William Heaton,8/3/2016,shot,gun,31,M,W,Clearfield,UT,FALSE,attack,Foot,FALSE
+Bradley Carey,8/3/2016,shot,knife,54,M,W,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+E.J. Walters,8/3/2016,shot,gun,69,M,W,Scott County,VA,FALSE,other,Car,FALSE
+Johannes Wood,8/5/2016,shot,knife,58,M,W,Aldie,VA,TRUE,other,Not fleeing,FALSE
+Jamarion Rashad Robinson,8/5/2016,shot,gun,26,M,B,East Point,GA,TRUE,attack,Not fleeing,FALSE
+David Michael Moya,8/5/2016,shot,crossbow,31,M,,Santee,CA,TRUE,attack,Not fleeing,FALSE
+James Quealy,8/5/2016,shot,gun,59,M,W,Beaver Dam,WI,TRUE,attack,Not fleeing,FALSE
+Jawari Porter,8/7/2016,shot,knife,25,M,B,Cincinnati,OH,TRUE,attack,Not fleeing,FALSE
+Earl Pinckney,8/7/2016,shot,knife,20,M,B,Harrisburg,PA,TRUE,other,Not fleeing,FALSE
+Darnell Wicker,8/8/2016,shot,knife,57,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Michael McClurg,8/8/2016,shot,gun,56,M,W,Citrus Heights,CA,FALSE,attack,Not fleeing,FALSE
+James Eugene Burgess,8/8/2016,shot,gun,64,M,W,Wilkesboro,NC,FALSE,attack,Not fleeing,FALSE
+Juan J. Godines,8/8/2016,shot,gun,34,M,H,Georgetown,KY,FALSE,attack,Other,FALSE
+James W. Jennings,8/8/2016,shot,gun,69,M,W,Little Mountain,SC,TRUE,attack,Not fleeing,FALSE
+Ronald Smith,8/9/2016,shot,gun,45,M,W,Circleville,OH,TRUE,other,Not fleeing,FALSE
+Jesse James Romero,8/9/2016,shot,gun,14,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jeffrey Allen Morris,8/9/2016,shot,undetermined,44,M,W,Piedmont,SC,FALSE,other,Not fleeing,FALSE
+Jeff Martelli,8/11/2016,shot,gun,59,M,W,Tukwila,WA,TRUE,attack,Not fleeing,FALSE
+Sergio Daniel Weick,8/11/2016,shot,knife,33,M,H,Vista,CA,FALSE,undetermined,Other,FALSE
+Tommy Seneca,8/11/2016,shot,gun,54,M,W,Plaquemine,LA,FALSE,attack,Not fleeing,FALSE
+Jesus Armando Carillo,8/12/2016,shot,undetermined,22,M,H,Mesa,AZ,FALSE,other,Car,FALSE
+Dominic Rollice,8/12/2016,shot and Tasered,hammer,49,M,W,Tahlequah,OK,TRUE,other,Not fleeing,TRUE
+Sylville Smith,8/13/2016,shot,gun,23,M,B,Milwaukee,WI,FALSE,other,Foot,TRUE
+Ruben Horacio Strand Alvear,8/13/2016,shot,knife,38,M,H,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Perry Lee Heitman,8/13/2016,shot,gun,53,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Eric Ortega Soto,8/13/2016,shot,,36,M,H,Hayward,CA,FALSE,other,Car,FALSE
+Jovany Martinez,8/15/2016,shot,metal pole,29,M,H,Falls Church,VA,TRUE,other,Not fleeing,FALSE
+Danny Pirtle,8/15/2016,shot,gun,42,M,W,Counce,TN,FALSE,attack,Other,FALSE
+Michael S. Martin,8/16/2016,shot,gun,36,M,W,Rome,OH,FALSE,other,Car,FALSE
+Carl Nivens,8/16/2016,shot,gun,32,M,W,Lenoir,NC,FALSE,attack,Foot,TRUE
+Larry Eugene Kurtley,8/16/2016,shot,toy weapon,53,M,W,Apache Junction,AZ,FALSE,other,Not fleeing,FALSE
+Colby Friday,8/16/2016,shot,gun,30,M,B,Stockton,CA,FALSE,other,Foot,TRUE
+Marcos Antonio Gastelum,8/16/2016,shot,unarmed,25,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Kenney Watkins,8/16/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+John O'Handley,8/16/2016,shot,gun,55,M,W,Augusta,WV,FALSE,other,Not fleeing,FALSE
+Omer Ismail Ali,8/17/2016,shot,piece of wood,27,M,B,Kelso,WA,FALSE,attack,Not fleeing,FALSE
+Francisco Villarreal,8/18/2016,shot,gun,37,M,H,Bakersfield,CA,FALSE,attack,Car,FALSE
+Daniel Kevin Harris,8/18/2016,shot,unarmed,29,M,W,Charlotte,NC,FALSE,other,Car,TRUE
+Chad Irwin,8/18/2016,shot,knife,40,M,W,Antelope,CA,FALSE,other,Not fleeing,FALSE
+Joseph Weber,8/18/2016,shot,undetermined,36,M,W,Hays,KS,FALSE,other,Car,FALSE
+Trenton Lohman,8/18/2016,shot,gun,38,M,W,Poway,CA,FALSE,attack,Car,FALSE
+David Klassen,8/18/2016,shot,gun,29,M,W,Ruidoso,NM,FALSE,other,Not fleeing,FALSE
+David Fulton,8/18/2016,shot,gun,59,M,W,McKinneyville,CA,TRUE,attack,Not fleeing,FALSE
+Marcelo Luna,8/19/2016,shot,bayonet,47,M,H,East Hollywood,CA,TRUE,undetermined,Not fleeing,FALSE
+Jorge Ceniceros,8/19/2016,shot,gun,22,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kole B. Knight,8/19/2016,shot,toy weapon,31,M,W,New London,WI,TRUE,attack,Not fleeing,TRUE
+Kyle Zimbelman,8/19/2016,shot,undetermined,29,M,W,Reno,NV,FALSE,undetermined,Car,FALSE
+Todd P. Browning,8/19/2016,shot,knife,54,M,W,East Ridge,TN,FALSE,other,Not fleeing,FALSE
+Pedro Montanez,8/20/2016,shot,knife,71,M,H,Indio,CA,FALSE,other,Not fleeing,TRUE
+Juan Gabriel Torres,8/21/2016,shot,knife,36,M,H,Las Cruces,NM,FALSE,other,Not fleeing,TRUE
+Kelley Brandon Forte,8/22/2016,shot,knife,34,M,B,Hamilton,OH,FALSE,attack,Not fleeing,FALSE
+Bobby Lyn Buck,8/23/2016,shot,gun,49,M,W,Myra,TX,FALSE,other,Car,FALSE
+Elias Portillo,8/24/2016,shot,gun,36,M,H,Oak Cliff,TX,FALSE,attack,Foot,FALSE
+William Charbonneau,8/24/2016,shot,gun,43,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+Jeffrey Darren Hosea,8/24/2016,shot,gun,53,M,W,Shelbyville,TN,FALSE,attack,Not fleeing,FALSE
+Donta Taylor,8/25/2016,shot,gun,31,M,B,Compton,CA,FALSE,attack,Foot,FALSE
+David Coborubio,8/25/2016,shot,undetermined,32,M,H,Compton,CA,FALSE,undetermined,Not fleeing,FALSE
+Jerry Lee Jackson,8/25/2016,shot and Tasered,knife,63,M,,Fort Collins,CO,FALSE,other,Not fleeing,TRUE
+Matthew Gibbon,8/26/2016,shot,gun,41,M,W,Las Vegas,NV,FALSE,attack,Foot,FALSE
+Angel Torres Jr.,8/27/2016,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Darrel Hetrick,8/27/2016,shot,gun,82,M,W,Morgantown,WV,FALSE,attack,Not fleeing,TRUE
+Terry Salazar,8/27/2016,shot and Tasered,knife,49,M,,Denver,CO,FALSE,other,Not fleeing,FALSE
+Justin Kulhanek-Derks,8/28/2016,shot,gun,37,M,W,Eagan,MN,TRUE,attack,Not fleeing,FALSE
+Jaqwan Julius Terry,8/29/2016,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+Paula Dell Phillips,8/29/2016,shot,gun,35,F,W,Kingman,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Peacor,8/29/2016,shot and Tasered,knife,56,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+James Robert Richards,8/29/2016,shot and Tasered,gun,28,M,,Fairbanks,AK,FALSE,attack,Foot,TRUE
+Levonia Riggins,8/30/2016,shot,unarmed,22,M,B,Tampa,FL,FALSE,other,Not fleeing,FALSE
+Lyle Patrick Blanchard,8/30/2016,shot,gun,59,M,W,Harker Heights,TX,FALSE,attack,Other,FALSE
+Justin Baker,8/30/2016,shot and Tasered,chain saw,36,M,,Graham,WA,TRUE,attack,Not fleeing,FALSE
+Gregory Mathis,8/30/2016,shot and Tasered,knife,36,M,W,Weatherford,TX,FALSE,other,Not fleeing,FALSE
+Michael Ferguson,8/31/2016,shot,gun,21,M,W,Denver,CO,FALSE,attack,Foot,FALSE
+Thomas E. Sekscinski,8/31/2016,shot,,38,M,W,McDowell,MO,FALSE,other,Car,FALSE
+Ed Holup,9/1/2016,shot,,60,M,W,Sylvania Township,OH,TRUE,other,Not fleeing,FALSE
+Caleb J. Douglas,9/1/2016,shot,gun,18,M,W,Wichita,KS,FALSE,other,Car,TRUE
+Joshua Quintero,9/1/2016,shot,gun,23,M,H,Florence,CA,FALSE,other,Foot,FALSE
+TK TK,9/1/2016,shot and Tasered,pipe,,M,H,Huntington Park,CA,FALSE,other,Not fleeing,FALSE
+Joseph Moreno,9/2/2016,shot,gun,38,M,H,Alamogordo,NM,FALSE,attack,Foot,TRUE
+Randall Rodick,9/2/2016,shot,gun,40,M,,Parker,CO,TRUE,attack,Car,TRUE
+Michael Robert Musson,9/2/2016,shot,glass shard,22,M,W,Round Lake,IL,FALSE,other,Not fleeing,FALSE
+Michael Thompson,9/2/2016,shot,gun,38,M,B,St. Louis,MO,FALSE,attack,Other,FALSE
+Jerome Damon,9/3/2016,shot,undetermined,25,M,B,Atlantic City,NJ,FALSE,undetermined,Foot,FALSE
+Cameron Ayers,9/3/2016,shot,undetermined,25,M,W,East Wenatchee,WA,FALSE,undetermined,Not fleeing,FALSE
+Donny Max Daugherty,9/3/2016,shot,gun,36,M,W,Metropolis,IL,FALSE,undetermined,Other,FALSE
+Jeremiah Richard Ramirez,9/3/2016,shot,gun,,M,,Temple,TX,FALSE,attack,Car,FALSE
+Jose Romero,9/4/2016,shot,knife,,M,H,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Simon Gomez,9/4/2016,shot,knife,44,M,H,Grand Junction,CO,TRUE,other,Not fleeing,FALSE
+Moses Ruben,9/5/2016,shot,gun,36,M,B,Ellis County,TX,FALSE,attack,Car,FALSE
+Cesar Garcia,9/5/2016,shot,gun,35,M,H,Austin,TX,FALSE,other,Not fleeing,FALSE
+David L. Anderson,9/6/2016,shot,vehicle,25,M,W,Omaha,NE,FALSE,other,Other,FALSE
+Bernard Cottrell,9/6/2016,shot,gun,65,M,,Spencer,WV,TRUE,attack,Car,FALSE
+Steven Del Rio,9/6/2016,shot,gun,31,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Larry Grant Whitehead,9/6/2016,shot,gun,70,M,W,Gray,TN,FALSE,other,Not fleeing,TRUE
+Dylan Papa,9/6/2016,shot,sword,25,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Lee Brown,9/7/2016,shot,knife,55,M,B,Albany,GA,FALSE,attack,Not fleeing,FALSE
+Jesse Daniel Joynt,9/7/2016,shot,undetermined,35,M,W,Titusville,FL,FALSE,undetermined,Not fleeing,FALSE
+Sadiq Bishara-Abaker Idris,9/7/2016,shot,gun,25,M,B,Wyoming,MI,FALSE,attack,Not fleeing,FALSE
+Francis Perry,9/8/2016,shot,gun,32,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Jose Torres,9/8/2016,shot,toy weapon,38,M,H,Delhi,CA,FALSE,attack,Not fleeing,FALSE
+Ricardo Tenorio,9/9/2016,shot,gun,32,M,H,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Travis Ell,9/9/2016,shot,unknown weapon,64,M,W,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Gregory Frazier,9/9/2016,shot,knife,55,M,B,Pompano Beach,FL,FALSE,other,Not fleeing,FALSE
+Dennis Claude Stanley,9/10/2016,shot,toy weapon,69,M,W,Montcalm,WV,TRUE,other,Not fleeing,TRUE
+Adrian Joseph Shaffer,9/10/2016,shot,gun,37,M,W,Boulder,CO,FALSE,attack,Not fleeing,TRUE
+Terrence Sterling,9/11/2016,shot,motorcycle,31,M,B,Washington,DC,FALSE,attack,Other,FALSE
+Eugene Craig,9/12/2016,shot,gun,86,M,,Saratoga,CA,FALSE,other,Not fleeing,FALSE
+Markell Bivins,9/12/2016,shot,knife,25,M,B,Cedar Rapids,IA,FALSE,attack,Not fleeing,FALSE
+Christian Vargas,9/12/2016,shot,unarmed,25,M,H,Colton,CA,FALSE,other,Car,FALSE
+Tyre King,9/14/2016,shot,toy weapon,13,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Robert Carrillo,9/15/2016,shot,gun,32,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Joseph Allen Schlosser,9/15/2016,shot,gun,69,M,W,Weeki Wachi,FL,TRUE,other,Not fleeing,FALSE
+Morgan Wayne Crocker,9/15/2016,shot and Tasered,gun,34,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Thomas P. Mone,9/16/2016,shot,gun,46,M,,Big Bear,MO,FALSE,attack,Not fleeing,FALSE
+Jesse Beshaw,9/16/2016,shot,unarmed,29,M,N,Winooski,VT,FALSE,other,Foot,TRUE
+Lucas Anderson,9/16/2016,shot,knife,29,M,W,Owensboro,KY,FALSE,attack,Not fleeing,FALSE
+Terence Crutcher,9/16/2016,shot and Tasered,unarmed,40,M,B,Tulsa,OK,FALSE,other,Not fleeing,FALSE
+Robert Duh,9/17/2016,shot,hatchet,42,M,W,Beaumont,CA,FALSE,other,Not fleeing,FALSE
+Nicholas Glenn,9/17/2016,shot,gun,25,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Robert Young,9/17/2016,shot,toy weapon,45,M,W,Huntsville,AL,FALSE,attack,Other,TRUE
+William Joseph Ryan,9/17/2016,shot,gun,55,M,W,Rutherfordton,NC,TRUE,attack,Not fleeing,FALSE
+Dahir Adan,9/17/2016,shot,knife,22,M,O,St. Cloud,MN,FALSE,attack,Not fleeing,FALSE
+Philip Hasan,9/18/2016,shot,gun,61,M,B,Akron,OH,FALSE,other,Not fleeing,FALSE
+Michelle Miller,9/19/2016,shot,gun,46,F,W,Spring,TX,TRUE,attack,Not fleeing,TRUE
+Jeremy Ray Swenson,9/19/2016,shot,unknown weapon,30,M,W,Logan Canyon,UT,TRUE,other,Not fleeing,FALSE
+Gary Don Lafon,9/19/2016,shot,gun,56,M,W,Wood County,TX,TRUE,attack,Not fleeing,FALSE
+Charles Dove,9/20/2016,shot,gun,35,M,W,Decatur County,TN,FALSE,other,Car,TRUE
+Joshua Scott,9/20/2016,shot,gun,22,M,W,Port St. Lucie,FL,TRUE,attack,Not fleeing,FALSE
+Michael Goodale,9/20/2016,shot,unknown weapon,23,M,W,Mashantucket,CT,FALSE,other,Not fleeing,FALSE
+Keith Lamont Scott,9/20/2016,shot,gun,43,M,B,Charlotte,NC,FALSE,other,Not fleeing,TRUE
+Sandy Joe Duke,9/20/2016,shot,gun,43,M,W,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Thomas Tucker,9/20/2016,shot,gun,49,M,W,Westminster,CO,FALSE,other,Foot,FALSE
+Austin M. Baier,9/21/2016,shot,unarmed,23,M,W,Louisville,NE,FALSE,other,Not fleeing,FALSE
+Jesse Ataway,9/23/2016,shot,undetermined,41,M,W,Fair Oaks,CA,FALSE,attack,Foot,FALSE
+Oddis Bernard Colvin,9/23/2016,shot,,33,M,B,Pikesville,MD,FALSE,other,Not fleeing,TRUE
+Christopher Contreras,9/23/2016,shot,gun,30,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Cody Lafont,9/25/2016,shot,gun,25,M,W,Claremont,NH,TRUE,other,Not fleeing,FALSE
+Anthony Ray Bauer,9/26/2016,shot,gun,52,M,W,Garden City,ID,FALSE,attack,Other,FALSE
+Leeland White,9/26/2016,shot,gun,32,M,W,Little Rock,AR,TRUE,other,Not fleeing,FALSE
+Nathan DeSai,9/26/2016,shot,gun,46,M,W,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Jamie Joseph Lewis,9/26/2016,shot,gun,48,M,W,Burnsville,MN,TRUE,other,Not fleeing,TRUE
+Alfred Olango,9/27/2016,shot,unarmed,38,M,B,El Cajon,CA,TRUE,attack,Not fleeing,TRUE
+John Ethan Carpentier,9/27/2016,shot,,26,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Christopher Sowell,9/28/2016,shot,unarmed,32,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Johnathan Lozano-Murillo,9/28/2016,shot,knife,28,M,H,Valdosta,GA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Clair Cave,9/29/2016,shot,gun,53,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Clayton Eugene Baker,9/30/2016,shot,,38,M,W,Groveton,TX,FALSE,undetermined,Not fleeing,FALSE
+George Richards-Meyers,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Douglas Marrickus Rainey,9/30/2016,shot,gun,32,M,B,Campobello,SC,FALSE,attack,Foot,FALSE
+Richard Parent,9/30/2016,shot,gun,37,M,W,Belleville,MI,FALSE,attack,Other,FALSE
+Najier Salaam,9/30/2016,shot,undetermined,18,M,B,Newark,NJ,FALSE,undetermined,Not fleeing,FALSE
+Jacquarius M. Robinson,9/30/2016,shot,gun,20,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Joshua Allen Perry,10/1/2016,shot,gun,28,M,W,Hometown,WV,FALSE,attack,Foot,FALSE
+Carnell Snell,10/1/2016,shot,gun,18,M,B,Los Angeles,CA,FALSE,undetermined,Foot,TRUE
+Daniel Perez,10/2/2016,shot,toy weapon,16,M,H,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Donte T. Jones,10/2/2016,shot,unknown weapon,36,M,B,Markham,IL,FALSE,other,Not fleeing,FALSE
+Robert Dapkus,10/3/2016,shot,gun,57,M,W,Lynn,MA,FALSE,attack,Not fleeing,FALSE
+John H. Fetter,10/3/2016,shot,gun,49,M,W,Ventnor,NJ,FALSE,other,Not fleeing,FALSE
+Isaias Salgado,10/4/2016,shot,brick,31,M,H,Riverview,FL,FALSE,attack,Foot,FALSE
+Zachary Sutton,10/4/2016,shot,gun,26,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Dean Bruning,10/4/2016,shot,gun,51,M,W,Hessel,MI,TRUE,other,Not fleeing,FALSE
+Brandon Simmons,10/5/2016,shot,machete,28,M,W,Boulder,CO,TRUE,other,Not fleeing,FALSE
+Lucas M. Felkel,10/5/2016,shot,gun,35,M,W,Moncks Corner,SC,FALSE,attack,Car,FALSE
+Larry Daniel Matthews,10/7/2016,shot,pepper spray,57,M,B,Macon,GA,FALSE,other,Not fleeing,FALSE
+Joseph S. Schroeder,10/7/2016,shot,knife,36,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Eddie Collins,10/7/2016,shot,gun,42,M,W,Killeen,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Darnell Shackleford,10/7/2016,shot,gun,,M,B,Alexandria,LA,FALSE,attack,Not fleeing,FALSE
+Thomas Jeffery Burns,10/7/2016,shot,toy weapon,49,M,W,Benton,AR,FALSE,other,Not fleeing,FALSE
+Ricardo Hernandez,10/8/2016,shot,knife,21,M,H,Federal Way,WA,TRUE,other,Not fleeing,FALSE
+Dylan Rogers,10/8/2016,shot,,39,M,,Wetumka,OK,FALSE,other,Not fleeing,FALSE
+Kim Jackson,10/8/2016,shot,knife,53,F,W,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Charles Antrup,10/8/2016,shot,knife,62,M,W,Fort Wayne,IN,FALSE,other,Not fleeing,FALSE
+Deric J. Brown,10/9/2016,shot,gun,41,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Luis Michael Hoff,10/9/2016,shot,gun,40,M,W,Scottsdale,AZ,TRUE,other,Car,FALSE
+Dennis Hunt,10/10/2016,shot,gun,50,M,,Lumberton,NC,FALSE,other,Not fleeing,FALSE
+Maurico Barron,10/10/2016,shot,undetermined,27,M,H,Irvine,CA,TRUE,other,Not fleeing,FALSE
+Kheyanev Littledog,10/10/2016,shot,gun,19,M,N,Midland,TX,FALSE,other,,FALSE
+Devan Desnoyers,10/10/2016,shot,,26,M,W,Westlake,OH,FALSE,other,Car,FALSE
+Michael L. Taylor,10/11/2016,shot,knife,44,M,A,Seattle,WA,FALSE,other,Not fleeing,FALSE
+Dominick Musulman,10/11/2016,shot,knife,30,M,W,Concord,CA,FALSE,other,Not fleeing,FALSE
+Blaine J. Beason,10/12/2016,shot,gun,31,M,W,Livingston Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kirk Figueroa,10/12/2016,shot,gun,33,M,B,Boston,MA,FALSE,attack,Not fleeing,FALSE
+Matthew Brewer,10/12/2016,shot,gun,22,M,W,Morehead,KY,FALSE,attack,Not fleeing,FALSE
+Rex Vance Wilson,10/13/2016,shot,gun,50,M,,Las Vegas,NV,FALSE,other,Car,TRUE
+Patrick D. Reddeck,10/13/2016,shot,gun,38,M,W,Kent,WA,FALSE,other,Not fleeing,FALSE
+Shawn Pappe,10/13/2016,shot and Tasered,knife,46,M,W,Grants Pass,OR,TRUE,other,,FALSE
+Chaz Logan York,10/14/2016,shot,baseball bat,23,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+George Zapata,10/14/2016,shot,gun,24,M,H,Oak Cliff,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas McWherter,10/14/2016,shot,gun,26,M,W,San Francisco,CA,TRUE,attack,Not fleeing,FALSE
+Daniel Richard Murphy,10/15/2016,shot,gun,38,M,,Phenix City,AL,FALSE,attack,Not fleeing,FALSE
+Micah Dsheigh Jester,10/16/2016,shot,toy weapon,26,F,W,Austin,TX,TRUE,attack,Not fleeing,FALSE
+Sean Arlt,10/16/2016,shot and Tasered,metal rake,32,M,W,Santa Cruz,CA,TRUE,attack,Not fleeing,FALSE
+Rolando Delgado,10/17/2016,shot,sword,50,M,H,Miami,FL,TRUE,other,Not fleeing,FALSE
+Keegan Schweikle,10/17/2016,shot,gun,17,M,W,Benton,AR,TRUE,attack,Foot,FALSE
+Eric St. Germain,10/17/2016,shot and Tasered,knife,39,M,W,Holiday,FL,TRUE,other,Not fleeing,FALSE
+Darius Wimberly,10/18/2016,shot,gun,28,M,B,Benton Harbor,MI,FALSE,attack,Not fleeing,TRUE
+Deborah Danner,10/18/2016,shot,baseball bat,66,F,B,Bronx,NY,TRUE,attack,Not fleeing,FALSE
+Salvador Reyes,10/18/2016,shot,gun,42,M,H,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Charles Stidham,10/18/2016,shot,gun,34,M,W,Paris,KY,FALSE,attack,Not fleeing,FALSE
+Frank J. Sandor,10/19/2016,shot,,38,M,W,Willoughby,OH,FALSE,undetermined,Car,FALSE
+Anthony Garcia,10/19/2016,shot,gun,24,M,,Dallas,TX,FALSE,other,Not fleeing,FALSE
+Javier Munoz,10/19/2016,shot,undetermined,28,M,H,Henderson,NV,FALSE,attack,Car,FALSE
+Jacob DePetris,10/20/2016,shot,gun,29,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Renee Davis,10/21/2016,shot,gun,23,F,N,Muckleshoot Indian Reservation,WA,TRUE,other,Not fleeing,FALSE
+William Frost,10/21/2016,shot and Tasered,knife,58,M,W,Tulsa,OK,FALSE,other,,FALSE
+Nathaniel B. Dorough,10/22/2016,shot,unknown weapon,21,M,W,Westover,AL,TRUE,other,Not fleeing,FALSE
+Kristofer Daniel Youngquist,10/23/2016,shot,toy weapon,45,M,W,Peterson,MN,FALSE,attack,Not fleeing,FALSE
+Kenny Tomblin,10/23/2016,shot,gun,38,M,W,Edmonton,KY,FALSE,attack,Not fleeing,FALSE
+Demetrius Mac Moore,10/23/2016,shot,gun,40,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Aaron Marquis Ballard,10/24/2016,shot,gun,19,M,B,North St. Louis,MO,FALSE,attack,Car,FALSE
+Roy Lee Richards,10/25/2016,shot,toy weapon,46,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Brandon Jones,10/25/2016,shot,toy weapon,25,M,W,Elkton,MD,TRUE,attack,Not fleeing,FALSE
+Chelsea M. Porter,10/25/2016,shot,toy weapon,25,F,W,Elkton,MD,FALSE,attack,Not fleeing,FALSE
+Brandon Millard,10/25/2016,shot,knife,37,M,W,Lincoln,CA,TRUE,other,Not fleeing,FALSE
+Malcolm Loren Hickson,10/26/2016,shot,gun,25,M,B,Carrollton,TX,FALSE,other,Not fleeing,FALSE
+William Clifford Cole,10/26/2016,shot and Tasered,unarmed,36,M,W,Bartlesville,OK,FALSE,attack,Not fleeing,FALSE
+Kyle Killough,10/27/2016,shot,gun,32,M,W,Billings,MT,TRUE,other,Not fleeing,FALSE
+Thad Demarco Hale,10/27/2016,shot,gun and knife,33,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Edwin Amaya Maldonado,10/27/2016,shot,undetermined,24,M,H,Elberton,GA,FALSE,attack,Foot,FALSE
+Jay Johannes Holmgren,10/28/2016,shot,gun,37,M,W,Morris,MN,FALSE,attack,Other,FALSE
+Jason King,10/28/2016,shot,gun,38,M,B,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jun Wang,10/28/2016,shot,knife,45,M,A,North Royalton,OH,TRUE,attack,Not fleeing,FALSE
+Terrence Coleman,10/30/2016,shot,knife,31,M,B,Boston,MA,TRUE,other,Not fleeing,FALSE
+Kenneth Jack Kennedy,10/30/2016,shot,,34,M,W,Kingman,AZ,FALSE,other,Car,FALSE
+Jordan Gonzales,10/30/2016,shot,gun,23,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Michael Dale Vance Jr.,10/30/2016,shot,gun,38,M,,Leedey,OK,FALSE,attack,Car,FALSE
+Michelle Lee Shirley,10/31/2016,shot,vehicle,39,F,B,Torrance,CA,TRUE,attack,Car,FALSE
+Jose Armando Cueva,10/31/2016,shot,knife,55,M,H,Chatsworth,CA,FALSE,attack,Not fleeing,FALSE
+Ashley Sides,10/31/2016,shot,gun,31,F,W,Brookville,OH,FALSE,attack,Other,FALSE
+Henry Simpson,11/1/2016,shot,gun,76,M,W,Carson City,NV,FALSE,other,Not fleeing,FALSE
+Wilton Henry,11/2/2016,shot,gun,59,M,W,Houma,LA,TRUE,attack,Not fleeing,TRUE
+Jesse Jay Taylor,11/2/2016,shot,undetermined,40,M,W,West Jordan,UT,FALSE,undetermined,Other,FALSE
+Ferguson Laurent,11/3/2016,shot,gun,23,M,B,Salisbury,NC,FALSE,attack,Not fleeing,FALSE
+Dennis Kirk,11/3/2016,shot,knife,64,M,,Chambersburg,PA,TRUE,attack,Not fleeing,FALSE
+Rita King,11/3/2016,shot,gun,56,F,,Loganville,GA,FALSE,attack,Not fleeing,FALSE
+Abraham Ortiz,11/4/2016,shot,undetermined,26,M,H,Palm Springs,CA,FALSE,undetermined,Not fleeing,FALSE
+Manuel Rosales,11/4/2016,shot,gun,35,M,H,New York,NY,TRUE,attack,Other,FALSE
+John F. Zemola,11/5/2016,shot,knife,49,M,W,Lealman,FL,TRUE,other,Not fleeing,FALSE
+James Carl Coale,11/5/2016,shot,,36,M,W,Okemah,OK,FALSE,other,Car,FALSE
+Russell Elswick,11/5/2016,shot,gun,56,M,W,Clendenin,WV,FALSE,attack,Not fleeing,FALSE
+Edward Lowell Hills,11/5/2016,shot,gun,59,M,,Beaver,WA,FALSE,undetermined,,FALSE
+Patrick Wise,11/5/2016,shot,gun,34,M,W,Gladewater,TX,FALSE,other,Other,TRUE
+Joel B. Keenan,11/6/2016,shot,gun,43,M,W,Aiken,SC,TRUE,attack,Not fleeing,FALSE
+Jimmy L. Testa,11/6/2016,shot,metal pipe,31,M,W,Maurice River,NJ,FALSE,other,Foot,FALSE
+Christian Andrew Redwine,11/6/2016,shot,,17,M,W,Phenix City,AL,FALSE,other,Car,FALSE
+Joseph Newcomb,11/6/2016,shot,hammer,32,M,W,Hensley,WV,TRUE,other,Not fleeing,FALSE
+David Contreras,11/6/2016,shot and Tasered,undetermined,33,M,H,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Randy J. Clark,11/6/2016,shot and Tasered,,43,M,W,Bowling Green,KY,FALSE,undetermined,Car,FALSE
+Darryl Chisholm,11/7/2016,shot,gun,31,M,B,Philadelphia,PA,FALSE,attack,Other,FALSE
+Juan Ramos,11/8/2016,shot,gun,23,M,H,Denver,CO,FALSE,attack,Other,FALSE
+Evan Cox,11/8/2016,shot,,26,M,W,Ashtabula,OH,FALSE,attack,Car,FALSE
+Carlos Mendez,11/8/2016,shot,gun,45,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Kenton Kobza,11/8/2016,shot and Tasered,unarmed,19,M,W,Hays,KS,FALSE,attack,Car,FALSE
+Daniel Erickson,11/9/2016,shot,gun,36,M,W,Show Low,AZ,FALSE,attack,Not fleeing,FALSE
+George Delacruz,11/10/2016,shot,gun,41,M,H,San Angelo,TX,FALSE,undetermined,,FALSE
+John Pacuicrk,11/10/2016,shot,gun,53,M,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Brian Gaither,11/11/2016,shot,,24,M,W,Grand Junction,CO,FALSE,attack,Car,FALSE
+Marco Romero,11/11/2016,shot,gun,,M,H,Boise,ID,FALSE,attack,Other,FALSE
+William Ray Score,11/11/2016,shot,gun,47,M,,Montrose County,CO,FALSE,attack,Not fleeing,FALSE
+Andrew Depeiza,11/11/2016,shot and Tasered,unarmed,,M,B,East Point,GA,FALSE,attack,Foot,FALSE
+James Dale Ritchie,11/12/2016,shot,gun,40,M,W,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Richard T. Herrera,11/12/2016,shot,gun,29,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Juan Carlos Fernandez,11/13/2016,shot,gun,22,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Daniel Laguna,11/13/2016,shot,gun,21,M,H,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan M. Young,11/13/2016,shot and Tasered,baseball bat,38,M,,Bloomsburg,PA,TRUE,attack,Not fleeing,FALSE
+Michael Cookson,11/15/2016,shot,knife,48,M,,Temecula,CA,FALSE,other,Not fleeing,FALSE
+Rasheem Singletary,11/15/2016,shot,,25,M,B,York County,PA,FALSE,other,Car,FALSE
+Robert Daffern,11/15/2016,shot,gun,37,M,W,Webster,TX,FALSE,attack,Not fleeing,FALSE
+Jose George Anthony Franco,11/16/2016,shot,machete,37,M,H,Whittier,CA,FALSE,other,Not fleeing,FALSE
+Edmund Leighty,11/16/2016,shot,gun,56,M,W,Redding,CA,FALSE,other,Not fleeing,FALSE
+Dontrell Montrese Carter,11/18/2016,shot,gun,25,M,B,Ludowici,GA,FALSE,attack,Not fleeing,FALSE
+Darius Jones,11/18/2016,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Joseph Leland Fletcher,11/18/2016,shot and Tasered,gun,35,M,W,Fort Walton Beach,FL,TRUE,other,Not fleeing,FALSE
+Samson Fleurant,11/18/2016,shot and Tasered,machete,25,M,B,Port St. Lucie,FL,TRUE,other,Not fleeing,FALSE
+Gabriel Parker,11/18/2016,shot and Tasered,machete,48,M,,Casa Grande,AZ,TRUE,other,Not fleeing,FALSE
+Adalid Flores,11/19/2016,shot,,29,M,H,Anaheim,CA,FALSE,attack,Foot,TRUE
+Steve Dwayne Vananda,11/19/2016,shot,gun,55,M,,Chickasha,OK,FALSE,attack,Not fleeing,TRUE
+Erickson Brito,11/19/2016,shot,baton,21,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Luke Smith,11/19/2016,shot and Tasered,knife,15,M,A,Watsonville,CA,FALSE,other,Foot,TRUE
+Andrew Moreno,11/20/2016,shot,gun,24,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jacob C. Stevens,11/20/2016,shot,gun,18,M,W,Kansas City,MO,FALSE,other,Foot,FALSE
+George Bush III,11/21/2016,shot,gun,19,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Michael Giles,11/21/2016,shot,knife,27,M,W,Lompoc,CA,TRUE,other,Foot,FALSE
+Mark Daniel Sly,11/22/2016,shot,gun,45,M,H,La Mirada,CA,FALSE,attack,Not fleeing,FALSE
+Ivory C. Pantallion,11/22/2016,shot,gun,36,M,B,Baytown,TX,FALSE,other,Car,FALSE
+Frank Nathaniel Clark,11/22/2016,shot,undetermined,34,M,B,Durham,NC,FALSE,undetermined,Not fleeing,FALSE
+Talif Scudder,11/22/2016,shot,gun,23,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+William J. Beavers,11/23/2016,shot,knife,43,M,W,Lealman,FL,FALSE,other,Not fleeing,FALSE
+Kajuan Raye,11/23/2016,shot,undetermined,19,M,B,Chicago,IL,FALSE,undetermined,Foot,FALSE
+Don Fitzgerald White,11/24/2016,shot,knife,45,M,,Jackson,TN,TRUE,attack,Not fleeing,FALSE
+Cleotha Mitchell,11/25/2016,shot,gun,37,M,B,Chicago,IL,FALSE,attack,,FALSE
+Jerome Chris Harmon,11/25/2016,shot,gun,23,M,B,Hattiesburg,MS,FALSE,attack,Other,FALSE
+Carlos Valencia,11/25/2016,shot,unarmed,26,M,H,Tucson,AZ,FALSE,other,Not fleeing,TRUE
+Derek Adame,11/26/2016,shot,,20,M,H,Surprise,AZ,FALSE,attack,Car,TRUE
+Norman J. Strobel,11/27/2016,shot,gun,59,M,W,Naples,ME,FALSE,attack,Not fleeing,FALSE
+Richard Grimes,11/27/2016,shot,gun,33,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Terrell Walker,11/27/2016,shot,gun,48,M,B,Baton Rouge,LA,FALSE,attack,Not fleeing,FALSE
+Walter R. Echols,11/27/2016,shot and Tasered,blunt object,50,M,W,Olathe,KS,FALSE,attack,Not fleeing,FALSE
+Abdul Razak Ali Artan,11/28/2016,shot,knife,18,M,O,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Renato Cartagena,11/28/2016,shot,gun,23,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Irecas Valentine,11/28/2016,shot,,41,M,B,Hickory,NC,FALSE,other,Car,FALSE
+Michael McInnis,11/29/2016,shot,gun,41,M,W,Lynn,MA,FALSE,other,Not fleeing,FALSE
+Toby Cummins,11/29/2016,shot,rock,55,M,W,Friendswood,TX,FALSE,other,Car,TRUE
+Bradley King,11/29/2016,shot,knife,29,M,W,Avon,IN,TRUE,other,Not fleeing,FALSE
+Alexander Chance Partain,11/29/2016,shot,undetermined,31,M,W,Iva,SC,FALSE,other,Foot,FALSE
+David K. Crosby-Dowdy,11/30/2016,shot,gun,25,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+"Bruce Randall ""Zeus"" Johnson",12/1/2016,shot,gun,38,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Jose N. Barron Gomez,12/1/2016,shot,gun,,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Quinton Phillips,12/1/2016,shot,gun,83,M,W,Dover,AR,FALSE,attack,Not fleeing,FALSE
+Dylan M. Dalzell,12/2/2016,shot,crowbar,22,M,W,Simpsonsville,KY,FALSE,other,Not fleeing,FALSE
+Derek Lynn Scott,12/2/2016,shot,gun,33,M,W,Tuscumbia,AL,FALSE,attack,Not fleeing,FALSE
+Josh Dunne,12/2/2016,shot,undetermined,36,M,W,Las Cruces,NM,TRUE,undetermined,Not fleeing,FALSE
+Isreal Flores,12/3/2016,shot,gun,38,M,,Metairie,LA,FALSE,attack,Foot,FALSE
+Saif Nasser Mubarek Alameri,12/4/2016,shot,undetermined,26,M,A,Hudson,OH,FALSE,other,Foot,FALSE
+Norman Gary,12/4/2016,shot,gun,29,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Richard R. Jones,12/6/2016,shot,gun,55,M,W,Hutchinson,KS,FALSE,attack,Not fleeing,FALSE
+Westley Daum,12/6/2016,shot,gun,47,M,W,Orange City,FL,FALSE,attack,Not fleeing,FALSE
+Steven Wayne Liffel,12/6/2016,shot,gun,52,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Wayne Donald Dorsey,12/6/2016,shot and Tasered,oar,49,M,W,Fruitland Park,FL,FALSE,attack,Other,FALSE
+Keelan Charles Murray,12/7/2016,shot,undetermined,37,M,W,Dallas,TX,FALSE,undetermined,,FALSE
+Redrick Jevon Batiste,12/7/2016,shot,gun,37,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Riedmann,12/7/2016,shot,undetermined,36,M,W,Sioux City,IA,FALSE,other,Not fleeing,FALSE
+Steven Garrett Ward,12/7/2016,shot,knife,20,M,,Avella,PA,TRUE,attack,Not fleeing,FALSE
+Mark Anthony Hicks,12/7/2016,shot and Tasered,knife,31,M,B,Fayetteville,NC,FALSE,other,Not fleeing,TRUE
+TK TK,12/8/2016,shot,gun,,M,,Allen,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Joshua Whitney,12/9/2016,shot,,30,M,O,Keaau,HI,FALSE,other,Not fleeing,FALSE
+Brent Quinn,12/9/2016,shot,gun,,M,W,Leland,NC,FALSE,attack,Not fleeing,FALSE
+Scott MacIntosh,12/9/2016,shot,machete and gun,35,M,W,Forks Township,PA,TRUE,other,Not fleeing,FALSE
+Waltki Williams,12/10/2016,shot,gun,35,M,B,Sumter,SC,FALSE,attack,Foot,TRUE
+Samson G. Varner,12/10/2016,shot,knife,36,M,W,Greenwood,IN,FALSE,other,Not fleeing,TRUE
+Randy Lee Cumberledge,12/11/2016,shot,,39,M,W,Fairmont,WV,FALSE,other,Not fleeing,FALSE
+Jose Angel Vallarta,12/11/2016,shot,knife,30,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Amber Lewis,12/11/2016,shot,toy weapon,44,F,W,Bullhead City,AZ,TRUE,attack,Not fleeing,FALSE
+Gary Leon Herd,12/11/2016,shot,gun,24,M,W,Medicine Lodge,KS,FALSE,attack,Not fleeing,FALSE
+Timothy Case,12/11/2016,shot and Tasered,knife,53,M,W,York,NE,TRUE,other,Not fleeing,FALSE
+Francisco Serna,12/12/2016,shot,unarmed,73,M,H,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Rainer Tyler Smith,12/12/2016,shot,gun,31,M,W,Fort Valley,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Robledo,12/12/2016,shot,gun,28,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Lavar Montray Douglas,12/13/2016,shot,gun,18,M,B,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Earl Labon Eubanks,12/13/2016,shot and Tasered,gun,32,M,B,Hampton,GA,TRUE,other,Not fleeing,FALSE
+Robert James Hess,12/15/2016,shot and Tasered,gun,60,M,W,Hacienda Heights,CA,FALSE,attack,Not fleeing,FALSE
+Jeremiah N. Anderson,12/16/2016,shot,gun,36,M,,Dallas,OR,FALSE,attack,Not fleeing,FALSE
+Jimmy Lee Lawson,12/17/2016,shot,knife,48,M,W,Arlington,TN,FALSE,undetermined,Not fleeing,FALSE
+Fidel Barrios,12/17/2016,shot,gun,33,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Chassady LeClair,12/17/2016,shot,gun,44,M,N,Everett,WA,FALSE,other,Not fleeing,FALSE
+Ryan Joseph,12/18/2016,shot,undetermined,20,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Paul Kolar,12/18/2016,shot,gun,37,M,W,Ridgefield,WA,FALSE,other,Not fleeing,FALSE
+Ronald Roy Massengale,12/18/2016,shot,gun,72,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Roy Minton,12/19/2016,shot,undetermined,52,M,W,Granite Falls,NC,FALSE,undetermined,Not fleeing,FALSE
+Nick Hamilton,12/20/2016,shot,gun,31,M,,Hemet,CA,FALSE,other,Other,FALSE
+Martin Gomez,12/20/2016,shot,knife,46,M,H,Pharr,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2016,shot,knife,,M,,Brawley,CA,TRUE,other,Not fleeing,FALSE
+Ian Shea King,12/21/2016,shot,tire iron,31,M,,Ponca City,OK,FALSE,other,Not fleeing,FALSE
+Colton Calaway,12/21/2016,shot,gun,25,M,W,Burns Flat,OK,FALSE,attack,Other,FALSE
+William Newman,12/21/2016,shot,,46,M,,Knox,IN,FALSE,other,,FALSE
+Raymond Salaiz,12/21/2016,shot,,38,M,H,Reno,NV,FALSE,attack,Car,FALSE
+Benjamin Ortiz,12/21/2016,shot,knife,25,M,,Fayetteville,AR,TRUE,other,Not fleeing,FALSE
+TK TK,12/21/2016,shot,knife,,M,,Stockton,CA,FALSE,undetermined,Not fleeing,FALSE
+Matthew Blake Richardson,12/21/2016,shot,gun,27,M,W,Saraland,AL,FALSE,attack,Not fleeing,FALSE
+Anthony Lovell Eddington,12/21/2016,shot,gun,24,M,B,Coalinga,CA,FALSE,attack,Not fleeing,FALSE
+Terrence Thomas,12/22/2016,shot,gun,19,M,B,Capitol Heights,MD,FALSE,attack,Not fleeing,FALSE
+Stanley Eversol,12/23/2016,shot,crossbow,55,M,,Palm Harbor,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,12/23/2016,shot,,,M,,El Monte,CA,FALSE,other,Car,FALSE
+Michael Tyler Jacques,12/23/2016,shot and Tasered,undetermined,31,M,W,Bend,OR,TRUE,undetermined,Not fleeing,FALSE
+Daquan Antonio Westbrook,12/24/2016,shot,gun,18,M,B,Charlotte,NC,FALSE,undetermined,Not fleeing,FALSE
+Miriam Ann Savino,12/24/2016,shot,knife,53,F,W,Lake Wales,FL,FALSE,other,Not fleeing,FALSE
+Orande Kandie Hayes,12/24/2016,shot,gun,,M,,Gadsden,AL,FALSE,attack,Foot,FALSE
+Zhonghua Li,12/24/2016,shot,scissors,48,M,A,Pico Rivera,CA,TRUE,attack,Not fleeing,FALSE
+Gerald Hall,12/25/2016,shot,knife,29,M,B,Washington,DC,FALSE,other,Not fleeing,TRUE
+James Tylka,12/25/2016,shot,gun,30,M,W,King City,OR,TRUE,attack,Car,FALSE
+Joseph Garcia,12/25/2016,shot,gun,33,M,,Desha,AR,FALSE,attack,Not fleeing,FALSE
+Michael Alan Altice,12/25/2016,shot,gun,61,M,W,Middleburg,FL,TRUE,attack,Not fleeing,FALSE
+Dustin Kirk,12/27/2016,shot,gun,35,M,,Grass Valley,CA,FALSE,attack,Not fleeing,FALSE
+Judy Boardman,12/27/2016,shot,gun,71,F,W,Pearland,TX,FALSE,attack,Not fleeing,FALSE
+Alfonso Lopez,12/27/2016,shot,knife,41,M,H,North Riverside,IL,FALSE,attack,Not fleeing,FALSE
+Jake Childers,12/27/2016,shot,gun,36,M,W,Campbellton,TX,FALSE,attack,Other,FALSE
+Christopher Blake Tucker,12/28/2016,shot,undetermined,28,M,W,Spring Hill,TN,FALSE,undetermined,Not fleeing,FALSE
+James L. Rich,12/29/2016,shot,gun,52,M,,Chestertown,MD,FALSE,undetermined,Not fleeing,TRUE
+Jamal Rollins,12/30/2016,shot,gun,21,M,B,Miami,FL,FALSE,other,Car,FALSE
+TK TK,12/30/2016,shot,gun,,M,,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Dustin Selby,12/30/2016,shot and Tasered,knife,31,M,,Phoenix,AZ,FALSE,other,Foot,FALSE
+Ricky Whidden,12/31/2016,shot,knife,46,M,W,Loxahatchee,FL,TRUE,attack,Not fleeing,FALSE
+Jason Michael Robison,12/31/2016,shot,gun,32,M,W,Huntingdon County,PA,FALSE,attack,Other,FALSE
+Chase Anthony Tuseth,12/31/2016,shot and Tasered,unarmed,33,M,W,Mankato,MN,FALSE,attack,Not fleeing,FALSE
+John McLaughlin,1/1/2017,shot,gun,42,M,W,Springfield,OH,FALSE,other,Not fleeing,FALSE
+Trevon Johnson,1/1/2017,shot,knife,17,M,B,Villa Park,IL,TRUE,other,Not fleeing,FALSE
+Chad Erik Roberts,1/1/2017,shot,gun,35,M,W,Woodstock,GA,FALSE,attack,Car,FALSE
+Juan Carlos Cuadra,1/1/2017,shot,gun,23,M,H,Houston,TX,FALSE,attack,Foot,FALSE
+Mark Guirguis,1/1/2017,shot,,21,M,B,Allen,TX,FALSE,attack,Car,FALSE
+James E. Lewis,1/1/2017,shot and Tasered,gun,44,M,B,Springfield,MO,TRUE,attack,Foot,FALSE
+Dale Hightower,1/3/2017,shot,gun,53,M,W,Gilmer,TX,TRUE,attack,Not fleeing,TRUE
+James Owens,1/3/2017,shot and Tasered,knife,63,M,B,Brooklyn,NY,TRUE,other,Not fleeing,FALSE
+Joshua Martino,1/4/2017,shot,gun,18,M,W,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Ruben Randolph,1/4/2017,shot,gun,51,M,B,Pomona,CA,FALSE,attack,Foot,FALSE
+Welby O'Dell Mullins,1/4/2017,shot,gun,64,M,W,Lancaster,KY,FALSE,attack,Not fleeing,FALSE
+Richard A. Jackson,1/4/2017,shot,unknown weapon,45,M,W,English,IN,FALSE,attack,Car,FALSE
+Luis Vargas,1/5/2017,shot,gun,20,M,H,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Randy Wayne Cole,1/5/2017,shot,gun,41,M,W,Monteagle,TN,TRUE,attack,Not fleeing,FALSE
+Sean Ryan Hake,1/6/2017,shot,knife,23,M,W,Sharon,PA,TRUE,other,Not fleeing,FALSE
+Jamal Parks,1/6/2017,shot,gun,32,M,B,Deerfield,IL,FALSE,attack,Other,FALSE
+Daniel Scott Giberson,1/7/2017,shot,knife,25,M,W,Princeton,WV,FALSE,other,Car,FALSE
+Travis Edward Baker,1/7/2017,shot,gun,42,M,W,Fairland,OK,FALSE,attack,Other,FALSE
+William Tucker Mathis,1/7/2017,shot,unarmed,41,M,W,Elkridge,MD,TRUE,attack,Not fleeing,FALSE
+Hector Navarrete,1/7/2017,shot,,31,M,H,Northglenn,CO,TRUE,other,Not fleeing,FALSE
+Carlos A. Cruz,1/7/2017,shot,gun,50,M,H,Independence,MO,TRUE,attack,Not fleeing,FALSE
+Gilbert Zambronio-Lovato,1/7/2017,shot,toy weapon,38,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Jason Aldridge,1/8/2017,shot,knife,44,M,W,Cumming,GA,TRUE,other,Not fleeing,FALSE
+JR Williams,1/9/2017,shot,unarmed,38,M,B,Phoenix,AZ,FALSE,other,Foot,TRUE
+Davion Henderson,1/9/2017,shot,gun,21,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Michael Rogers,1/10/2017,shot,knife,32,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Darrion Barnhill,1/10/2017,shot and Tasered,unarmed,23,M,B,Reagan,TN,FALSE,attack,Not fleeing,FALSE
+Ronnie Johnson,1/11/2017,shot,air conditioner,41,M,W,Austin,MN,FALSE,undetermined,Not fleeing,FALSE
+Hafez Abousamra,1/11/2017,shot,gun,41,M,O,Lake Elsinore,CA,FALSE,attack,Other,FALSE
+Jose A. Fernandez-Ventura,1/11/2017,shot,gun,38,M,H,Camden,NJ,FALSE,attack,Not fleeing,FALSE
+Kevin Ernest Tree,1/12/2017,shot,gun,54,M,W,Ocala,FL,TRUE,other,Not fleeing,FALSE
+Jamison Christopher Anderson,1/12/2017,shot,gun,20,M,N,Vineland,MN,FALSE,attack,Not fleeing,FALSE
+Rodney L. Hoback,1/12/2017,shot,knife,26,M,W,Pearisburg,VA,TRUE,attack,Not fleeing,FALSE
+Cameron Johnson,1/13/2017,shot,,29,M,O,Kahuku,HI,FALSE,other,Car,FALSE
+Scott Laurance Gilpin,1/14/2017,shot,gun,47,M,W,Austin,TX,FALSE,attack,Foot,FALSE
+Jahlire Nicholson,1/14/2017,shot and Tasered,screwdriver,28,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Eric David Anderson,1/15/2017,shot,gun,48,M,W,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+Herbert Johnson,1/15/2017,shot,gun,34,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Sinuon Pream,1/15/2017,shot and Tasered,knife,37,F,A,Long Beach,CA,TRUE,other,Not fleeing,FALSE
+Dexter Martin Dumarce,1/15/2017,shot and Tasered,knife,33,M,W,Spokane,WA,FALSE,other,Foot,TRUE
+David Wesley Carroll,1/16/2017,shot,gun,36,M,W,Tyrone,GA,FALSE,attack,Other,FALSE
+Charles Christopher McClure,1/16/2017,shot,pole and knife,43,M,W,Fulton,KY,FALSE,other,Not fleeing,FALSE
+Mohammad Azim Doudzai,1/16/2017,shot and Tasered,gun and knife,32,M,A,Herndon,VA,FALSE,attack,Not fleeing,FALSE
+Christopher Dalton Sexton,1/17/2017,shot,gun,29,M,W,Soddy-Daisy,TN,TRUE,attack,Car,FALSE
+Dominic Hodges,1/17/2017,shot,gun,39,M,H,Twentynine Palms,CA,FALSE,attack,Not fleeing,FALSE
+Stoney McJunkin,1/18/2017,shot,metal pipe,40,M,W,Watts,OK,FALSE,attack,Not fleeing,FALSE
+Genevive Dawes,1/18/2017,shot,unarmed,21,F,W,Dallas,TX,FALSE,other,Car,TRUE
+Daniel Darnell Stroughter,1/18/2017,shot,hatchet,50,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Marquis Thomas,1/18/2017,shot,gun,19,M,B,Gary,IN,FALSE,attack,Car,FALSE
+Melvin DeLong,1/18/2017,shot,gun,28,M,N,Grand Forks,ND,FALSE,attack,Not fleeing,FALSE
+Marlon Joel Rodas-Sanchez,1/18/2017,shot and Tasered,knife,16,M,H,Salinas,CA,FALSE,other,Not fleeing,TRUE
+William D. Fisher,1/19/2017,shot,gun,49,M,W,Woodford,VA,TRUE,other,Not fleeing,FALSE
+Christopher Garza,1/19/2017,shot,gun,44,M,H,Fritch,TX,FALSE,attack,Foot,FALSE
+Elijah Smith,1/19/2017,shot and Tasered,knife,25,M,W,Florissant,MO,TRUE,attack,Not fleeing,FALSE
+Gino Martin Palazzolo,1/20/2017,shot,gun,39,M,W,Gainesville,FL,TRUE,attack,Not fleeing,FALSE
+Ronnie Lee Shorter,1/21/2017,shot,gun,44,M,B,Greenville,MS,FALSE,attack,Not fleeing,FALSE
+Paul Carr Palmer,1/21/2017,shot and Tasered,knife,50,M,W,Jean,NV,TRUE,attack,Not fleeing,FALSE
+Jon M. Alspaugh,1/22/2017,shot,gun,57,M,W,Waldoboro,ME,FALSE,attack,Not fleeing,FALSE
+Christopher Thompkins,1/22/2017,shot,gun,57,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jorge Victor,1/22/2017,shot,gun,33,M,H,Carson,CA,FALSE,other,Not fleeing,FALSE
+Angel Ramos,1/23/2017,shot,knife,21,M,H,Vallejo,CA,FALSE,attack,Not fleeing,TRUE
+Gary Mark Wigley,1/23/2017,shot,gun,52,M,W,Brooklet,GA,FALSE,attack,Foot,FALSE
+Daniel D. Rogers,1/23/2017,shot,unarmed,27,M,W,Springfield,IL,TRUE,attack,Not fleeing,TRUE
+Bruce Altenburger,1/23/2017,shot,gun,60,M,W,Wilmington,DE,TRUE,other,Not fleeing,FALSE
+Armond Brown,1/23/2017,shot and Tasered,knife,25,M,B,Kenner,LA,TRUE,other,Not fleeing,FALSE
+Josue Gallardo,1/24/2017,shot,gun,34,M,H,Atascadero,CA,FALSE,other,Not fleeing,FALSE
+Dakota A. Lukecart,1/24/2017,shot,unarmed,22,M,W,Sugar Creek,MO,FALSE,other,Car,FALSE
+Arties Manning,1/24/2017,shot,gun,26,M,B,New Orleans,LA,FALSE,attack,Car,TRUE
+Antonio Arturo Perez Garcia,1/24/2017,shot,gun,27,M,H,Bakersfield,CA,FALSE,attack,Other,FALSE
+Jeremy Lopez-Robledo,1/24/2017,shot,knife,29,M,H,Las Cruces,NM,TRUE,attack,Foot,TRUE
+Jonathan David Sper,1/24/2017,shot,unarmed,30,M,W,Algoma Township,MI,TRUE,attack,Not fleeing,FALSE
+Ramon Milanez,1/24/2017,shot,gun,32,M,H,Kuna,ID,FALSE,attack,Car,FALSE
+Jose Efrain Rodriguez,1/24/2017,shot and Tasered,gun,18,M,H,Lancaster City,PA,FALSE,attack,Not fleeing,FALSE
+Micah R. Lambert,1/25/2017,shot,,37,M,W,Oxford,AL,TRUE,attack,Car,FALSE
+Kevin Darnell Washington,1/25/2017,shot,gun,54,M,B,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Donovan Paul Scheurich,1/25/2017,shot,gun,50,M,W,Millston,WI,TRUE,attack,Not fleeing,TRUE
+Josue Javier Diaz,1/26/2017,shot,gun,28,M,H,Charlotte,NC,FALSE,other,Car,FALSE
+Kerry Lee Coomer,1/26/2017,shot,gun,59,M,W,Overlea,MD,TRUE,attack,Not fleeing,TRUE
+Deaundre Phillips,1/26/2017,shot,gun,24,M,B,Atlanta,GA,FALSE,other,Car,TRUE
+William Brigham,1/26/2017,shot,metal pipe,34,M,W,Madison Township,OH,FALSE,other,Not fleeing,FALSE
+Eduardo Hernandez,1/27/2017,shot,gun,25,M,H,Alhambra,CA,TRUE,attack,Not fleeing,TRUE
+Gerardo Coronado,1/28/2017,shot,gun,25,M,H,Fort Stockton,TX,FALSE,attack,Car,FALSE
+Mi'Chance Dunlap-Gittens,1/28/2017,shot,gun,17,M,B,Des Moines,WA,FALSE,attack,Not fleeing,FALSE
+Matthew Zank,1/28/2017,shot,toy weapon,48,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Bradley Joseph Szacaks,1/28/2017,shot,gun,45,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Val Thomas,1/29/2017,shot,Taser,53,M,,Oakdale,CT,TRUE,attack,Not fleeing,FALSE
+Steve Salgado,1/29/2017,shot,unarmed,18,M,H,Santa Ana,CA,FALSE,other,Foot,FALSE
+Marvin Washington,1/30/2017,shot,gun,50,M,B,Kiowa,OK,FALSE,other,Not fleeing,FALSE
+Jeremy Dowell,1/30/2017,shot,knife,36,M,W,Lynnwood,WA,TRUE,other,Not fleeing,FALSE
+Refugio Alvarez,1/30/2017,shot and Tasered,gun and knife,45,M,H,Fresno,CA,TRUE,attack,Not fleeing,FALSE
+Spencer Herckt,1/30/2017,shot and Tasered,beer bottle,42,M,W,Modesto,CA,FALSE,other,Not fleeing,FALSE
+TK TK,1/31/2017,shot and Tasered,knife,,M,B,Hollywood,CA,TRUE,attack,Not fleeing,FALSE
+Tavis Crane,2/1/2017,shot,,23,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+Michael Russo,2/1/2017,shot,,31,M,B,Highland,CA,FALSE,attack,Car,FALSE
+Kris Kristl,2/2/2017,shot,toy weapon,26,M,W,Geneva,WI,FALSE,other,Not fleeing,FALSE
+Michael Sword,2/2/2017,shot,gun,57,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Miguel Angel Silva,2/2/2017,shot,gun,18,M,H,Wichita Falls,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose Gonzales Lera,2/3/2017,shot,gun,27,M,H,Olympic Valley,CA,FALSE,attack,Car,FALSE
+Yia Lee,2/3/2017,shot,gun,41,M,A,Panhandle,TX,FALSE,attack,Not fleeing,FALSE
+William David Whetstone,2/3/2017,shot,gun,33,M,W,Hickory,NC,FALSE,attack,Not fleeing,TRUE
+Jamake Cason Thomas,2/3/2017,shot,gun,22,M,B,Rowland,NC,FALSE,attack,Car,FALSE
+Daniel McMasters,2/3/2017,shot,gun,38,M,W,Grafton,WV,FALSE,attack,Not fleeing,FALSE
+Marco A. Gomez,2/3/2017,shot,,26,M,H,Forest Park,IL,FALSE,other,Car,FALSE
+Daniel Loren Rucker,2/3/2017,shot,gun,45,M,W,Irving,TX,FALSE,other,Not fleeing,FALSE
+Johnnie J. Harris,2/4/2017,shot,gun,68,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Thomas Scott Henry,2/4/2017,shot,gun,56,M,W,DeLand,FL,TRUE,attack,Not fleeing,FALSE
+Peter Torres,2/4/2017,shot,unarmed,23,M,H,Moultrie,GA,FALSE,other,Not fleeing,FALSE
+Nana Adomako,2/5/2017,shot,unarmed,45,M,B,Fremont,CA,TRUE,attack,Not fleeing,FALSE
+Shelly Porter,2/5/2017,shot,gun,41,M,B,Englewood,OH,TRUE,attack,Not fleeing,TRUE
+Andrew Byrd,2/5/2017,shot,,33,M,H,Pueblo,CO,FALSE,other,Not fleeing,TRUE
+Jerome Allen,2/6/2017,shot,toy weapon,22,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Cole Wooley,2/6/2017,shot,gun,50,M,B,Commerce City,CO,TRUE,attack,Not fleeing,FALSE
+Gerardo Vasquez,2/6/2017,shot and Tasered,knife,52,M,H,Santa Monica,CA,TRUE,attack,Foot,FALSE
+Bradley Nelson,2/7/2017,shot,gun,35,M,W,Mt. Pleasant,TN,TRUE,attack,Car,FALSE
+Curtis Jamal Deal,2/7/2017,shot,gun,18,M,B,Baltimore,MD,FALSE,other,Other,TRUE
+Richard Latimer,2/7/2017,shot,gun,34,M,W,Howland Township,OH,FALSE,attack,Not fleeing,FALSE
+Kenneth B. Huntzinger,2/7/2017,shot,,51,M,W,Richmond,KY,FALSE,other,,FALSE
+Alex Christopher Davis,2/7/2017,shot and Tasered,piece of wood,18,M,W,Jackson County,AL,FALSE,other,Not fleeing,FALSE
+Donald Parker,2/8/2017,shot,gun,29,M,W,Brookville,IN,FALSE,other,Not fleeing,FALSE
+Henry James Hunter,2/8/2017,shot,knife,34,M,N,Anadarko,OK,FALSE,other,,FALSE
+Chad Robertson,2/8/2017,shot,unarmed,25,M,B,Chicago,IL,FALSE,other,Foot,FALSE
+Quanice Derrick Hayes,2/9/2017,shot,toy weapon,17,M,B,Portland,OR,FALSE,undetermined,Foot,FALSE
+TK TK,2/9/2017,shot,undetermined,,M,,Crownpoint,NM,FALSE,undetermined,,FALSE
+Vincent Palma,2/9/2017,shot and Tasered,unarmed,26,M,W,Geneva Township,OH,FALSE,other,Not fleeing,FALSE
+Juan Salinas,2/9/2017,shot and Tasered,knife,33,M,H,Lake Stevens,WA,TRUE,other,Not fleeing,FALSE
+Justin Burton,2/10/2017,shot,knife,25,M,W,Vancouver,WA,FALSE,other,Foot,FALSE
+Jocques Scott Clemmons,2/10/2017,shot,gun,31,M,B,Nashville,TN,FALSE,other,Foot,FALSE
+Kadhar Bailey,2/10/2017,shot,,25,M,W,Vassalboro,ME,FALSE,other,,FALSE
+Ambroshia Fagre,2/10/2017,shot,unarmed,18,F,W,Vassalboro,ME,FALSE,other,,FALSE
+James Stephen McMullen,2/10/2017,shot,gun,45,M,W,Bethany,OK,FALSE,attack,Not fleeing,FALSE
+Carlos Keith Blackman,2/10/2017,shot,gun,25,M,B,Greensboro,NC,FALSE,attack,Other,TRUE
+Darryl L. Fuqua,2/10/2017,shot,gun,23,M,B,Bridgeton,NJ,FALSE,undetermined,Foot,FALSE
+Michelle Robey,2/10/2017,shot and Tasered,knife,55,F,W,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+Jason Robert Mendez,2/11/2017,shot,gun,37,M,W,Greenville,SC,FALSE,other,Not fleeing,FALSE
+Pekelo Sanchez,2/11/2017,shot,,33,M,A,Aiea,HI,FALSE,other,Car,FALSE
+Alonzo E. Ashley,2/11/2017,shot,gun,27,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+William A. Young,2/11/2017,shot,metal stick,32,M,W,Louisville,KY,TRUE,attack,Not fleeing,TRUE
+TK TK,2/12/2017,shot,,,M,,Terrell,TX,FALSE,other,Other,FALSE
+Willard Eugene Scott,2/12/2017,shot,gun,31,M,B,Durham,NC,FALSE,other,Other,FALSE
+Bryan Devin Carreno,2/12/2017,shot,knife,26,M,H,Santa Barbara,CA,TRUE,other,Foot,FALSE
+Brandon S. Lambert,2/13/2017,shot,,32,M,W,Knoxville,TN,FALSE,attack,Car,FALSE
+Drey Krause,2/13/2017,shot,gun,53,M,W,Golden Shores,AZ,FALSE,attack,Not fleeing,FALSE
+Raynard Burton,2/13/2017,shot,unarmed,19,M,B,Detroit,MI,FALSE,attack,Other,FALSE
+Michael Lee Morris,2/14/2017,shot,knife,53,M,W,Columbus,OH,TRUE,other,Not fleeing,FALSE
+David Zimmerman,2/14/2017,shot,,35,M,W,Vincennes,IN,FALSE,other,Other,FALSE
+Steven C. Oliger,2/14/2017,shot,gun,64,M,W,Shelbyville,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Lee Bailey,2/15/2017,shot,gun,24,M,B,Durham,NC,FALSE,attack,Foot,FALSE
+Andrew McClendon,2/15/2017,shot,knife,33,M,W,Cape Girardeau,MO,FALSE,other,Not fleeing,FALSE
+Mauro Garnica,2/15/2017,shot,unknown weapon,55,M,H,Newman,CA,FALSE,attack,Not fleeing,FALSE
+Kadeem Torres,2/16/2017,shot,gun,17,M,B,Brooklyn,NY,FALSE,attack,Foot,FALSE
+Joseph Tamayo,2/16/2017,shot,gun,48,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jimmy Briggs,2/16/2017,shot,gun,21,M,B,Gardena,CA,FALSE,attack,Foot,FALSE
+Jonathon  Daniel Simmons,2/16/2017,shot,gun,22,M,W,Douglas City,CA,FALSE,other,Not fleeing,FALSE
+Joshua Henry,2/17/2017,shot,unarmed,30,M,W,Grand Prarie,TX,TRUE,attack,Not fleeing,TRUE
+David English,2/17/2017,shot,knife,34,M,W,Tulsa,OK,TRUE,attack,Not fleeing,FALSE
+Jean R. Valescot,2/17/2017,shot,gun,35,M,B,Big Lake,AK,FALSE,attack,Not fleeing,FALSE
+Jesse Enjaian,2/17/2017,shot,gun,32,M,W,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Chance David Baker,2/18/2017,shot,toy weapon,22,M,B,Portland,ME,TRUE,other,Not fleeing,FALSE
+Keo Crockett,2/18/2017,shot,gun,46,M,B,Efland,NC,FALSE,attack,Not fleeing,FALSE
+Christopher Carter,2/19/2017,shot,knife,27,M,B,Kent,OH,FALSE,attack,Not fleeing,FALSE
+Sergio Reyes,2/19/2017,shot,toy weapon,18,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Kyle Riggs,2/19/2017,shot,gun,33,M,W,Bull Shoals,AR,FALSE,attack,Not fleeing,FALSE
+Manuel Encinas,2/19/2017,shot,gun,26,M,H,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Jason Fanning,2/20/2017,shot,unarmed,27,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Taylor Hodge,2/20/2017,shot and Tasered,knife,26,M,W,Brooksville,FL,TRUE,attack,Not fleeing,FALSE
+Douglas Michael Smith,2/21/2017,shot,gun,51,M,W,Beaverton,OR,TRUE,other,Not fleeing,FALSE
+Don Clark,2/21/2017,shot,gun,63,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Nicolas Sanchez,2/21/2017,shot,gun,38,M,H,Roy,UT,FALSE,attack,Not fleeing,TRUE
+Bartolo Justice Sambrano,2/21/2017,shot,gun,25,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Misael Macias Cano,2/21/2017,shot,gun,39,M,H,Colorado Springs,CO,FALSE,other,Other,FALSE
+Medger Blake,2/22/2017,shot,knife,41,M,B,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Kyle Copson,2/22/2017,shot,knife,26,M,W,Princeton,WV,TRUE,other,Not fleeing,FALSE
+Morgan London Rankins,2/22/2017,shot,knife,30,F,B,Austin,TX,TRUE,other,Car,FALSE
+David Lee Montano,2/23/2017,shot,gun,33,M,H,Newton,KS,FALSE,attack,Not fleeing,FALSE
+Kenneth Robertson,2/23/2017,shot,gun,54,M,,Fairfax,OK,FALSE,attack,Not fleeing,FALSE
+Jimmie Patton,2/23/2017,shot,gun,38,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Steven Valenzuela,2/23/2017,shot,gun,24,M,H,Reno,NV,FALSE,other,Foot,FALSE
+Timothy Lionel Williams,2/23/2017,shot,gun,47,M,B,Washington,DC,FALSE,attack,Foot,TRUE
+Michael T. Stoudt,2/24/2017,shot,gun,62,M,W,Reading,PA,FALSE,attack,Not fleeing,FALSE
+Joey Isgrigg,2/24/2017,shot,gun,30,M,W,London,KY,TRUE,attack,Not fleeing,FALSE
+Jacqueline Cheyanne Johnson,2/24/2017,shot,gun,33,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Lorenzo Antoine Cruz,2/25/2017,shot,toy weapon,23,M,B,Rocklin,CA,TRUE,attack,Foot,FALSE
+William Dwayne Darby,2/25/2017,shot,gun,39,M,W,Lumpkin,GA,FALSE,attack,Car,FALSE
+Jacob Taulbee,2/26/2017,shot,knife,41,M,W,Englewood,FL,FALSE,other,Not fleeing,FALSE
+Evin Sanna Olsen,2/26/2017,shot,,46,F,W,Ripon,CA,FALSE,other,Car,FALSE
+Barry Michael Zumwalt,2/26/2017,shot,gun,36,M,W,Aragonite,UT,TRUE,other,Not fleeing,FALSE
+James Leroy Marker,2/26/2017,shot,gun,66,M,W,Floral City,FL,FALSE,other,Car,FALSE
+Joey J. Bridges,2/27/2017,shot,gun,27,M,W,Shelby,NC,TRUE,attack,Foot,FALSE
+Shawn M. Igers,2/27/2017,shot,gun,40,M,W,Corning,WI,FALSE,attack,Not fleeing,FALSE
+Earl Riley,2/28/2017,shot,gun,25,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Redding,2/28/2017,shot,gun,20,M,B,Orlando,FL,FALSE,attack,Foot,FALSE
+Jose Olivares,2/28/2017,shot,gun,43,M,H,Houma,LA,TRUE,other,Not fleeing,FALSE
+Epthen Lamont Johnson,3/1/2017,shot,knife,40,M,B,Lufkin,TX,FALSE,attack,Not fleeing,TRUE
+John Hall,3/2/2017,shot,gun,33,M,W,Rib Mountain,WI,TRUE,attack,Not fleeing,FALSE
+Isidro Bazan Jr,3/2/2017,shot,baseball bat,34,M,H,San Marcos,CA,FALSE,other,Not fleeing,FALSE
+Michael Cisneros,3/2/2017,shot,toy weapon,27,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rafael Navarro-Garcia,3/2/2017,shot,gun,25,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Ramon Andrade,3/2/2017,shot,knife,37,M,H,Paterson,NJ,TRUE,other,Not fleeing,FALSE
+Michael Kocher,3/3/2017,shot,gun,32,M,W,Englewood,CO,TRUE,other,Not fleeing,FALSE
+Dave Phoenix,3/3/2017,shot,toy weapon,25,M,N,Lemoore,CA,FALSE,attack,Not fleeing,FALSE
+George Lee Seeton,3/4/2017,shot,,38,M,W,Oklahoma City,OK,FALSE,attack,Car,TRUE
+Joseph Scott Inabinet,3/4/2017,shot,gun,50,M,W,Fountain Inn,SC,TRUE,attack,Not fleeing,FALSE
+Edward Manning,3/4/2017,shot,metal object,26,M,W,Cabazon,CA,FALSE,other,Foot,FALSE
+Alejandro Valencia Mendez,3/4/2017,shot and Tasered,pipe,70,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Roy Dale Evans,3/7/2017,shot,unarmed,38,M,W,Medina,OH,FALSE,other,Car,FALSE
+Dennis Todd Rogers,3/7/2017,shot and Tasered,sharp object,41,M,B,Ladera Heights,CA,TRUE,other,Not fleeing,FALSE
+Frank W. Wratny,3/8/2017,shot,gun,91,M,W,Union Township,PA,FALSE,attack,Not fleeing,FALSE
+TK TK,3/8/2017,shot,knife,,M,,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Iaroslav Mosiiuk,3/8/2017,shot,gun,25,M,W,Charlotte,NC,TRUE,other,Not fleeing,FALSE
+Steven Schiltz,3/9/2017,shot,baseball bat and bottle,29,M,W,Huntington Beach,CA,TRUE,other,Not fleeing,FALSE
+Jesus Alberto Geney,3/9/2017,shot and Tasered,knife,24,M,H,Santa Clara,CA,TRUE,other,,FALSE
+Damon Seitz,3/10/2017,shot,gun,40,M,W,Escondido,CA,TRUE,attack,Not fleeing,FALSE
+Mark Robert Carlberg,3/11/2017,shot,gun,51,M,W,Midlothian,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Wiley,3/11/2017,shot,gun,30,M,B,East Baton Rouge,LA,FALSE,attack,,FALSE
+Manuel Gonzalez,3/12/2017,shot,knife,28,M,H,Bellingham,WA,FALSE,attack,Foot,TRUE
+Michael Anthony Perez,3/12/2017,shot and Tasered,knife,33,M,H,Orange,CA,TRUE,other,Not fleeing,FALSE
+Luke O. Stewart,3/13/2017,shot,,23,M,B,Euclid,OH,FALSE,other,,TRUE
+Noel Aaron Russell,3/13/2017,shot,knife,23,M,W,Napa,CA,TRUE,other,Not fleeing,FALSE
+Rashad Daquan Opher,3/13/2017,shot,,20,M,B,Woodlawn,MD,FALSE,other,Other,TRUE
+Christopher Apostolos,3/14/2017,shot,unarmed,56,M,W,Toms River,NJ,TRUE,attack,,FALSE
+Ryan L. Rosa,3/14/2017,shot,,36,M,W,Fife,WA,FALSE,attack,Not fleeing,FALSE
+Alexander Meltz,3/14/2017,shot,gun,18,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+Shawn Anthony Dumitras,3/14/2017,shot,gun,43,M,W,Panama City Beach,FL,FALSE,attack,,FALSE
+"Elena ""Ebbie"" Mondragon",3/14/2017,shot,unarmed,16,F,H,Hayward,CA,FALSE,other,,FALSE
+Cordale Quinn Handy,3/15/2017,shot,gun,29,M,B,St. Paul,MN,FALSE,other,Not fleeing,FALSE
+Todd Munson,3/15/2017,shot,,25,M,W,Phoenix,AZ,FALSE,other,Car,FALSE
+Frederick Ricardo Brown,3/16/2017,shot,gun,34,M,B,Warren,MI,FALSE,attack,Not fleeing,FALSE
+Jermaine Claybrooks,3/16/2017,shot,gun,32,M,B,Milwaukee,WI,FALSE,other,Not fleeing,TRUE
+Daniel Donarski,3/16/2017,shot,gun,58,M,W,Deltona,FL,TRUE,attack,Not fleeing,FALSE
+Rodney James Hess,3/16/2017,shot,,36,M,B,Alamo,TN,TRUE,attack,Not fleeing,TRUE
+Patrick Earl Gatson,3/16/2017,shot and Tasered,gun,32,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Brentant M. Lahey,3/17/2017,shot,knife,25,M,W,Presque Isle,ME,FALSE,other,Not fleeing,FALSE
+Nancy Jane Lewellyn,3/17/2017,shot,toy weapon,59,F,W,Lakeland,TN,TRUE,attack,Not fleeing,FALSE
+Desmond Phillips,3/17/2017,shot and Tasered,knife,25,M,B,Chico,CA,TRUE,other,Not fleeing,FALSE
+Kevin C. Perry,3/18/2017,shot,gun,25,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Benjamin Christian Barnes,3/18/2017,shot,gun,42,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Jason Dennis Watkins,3/18/2017,shot,,36,M,W,Cedartown,GA,FALSE,other,Car,FALSE
+Clifton Knickmeyer,3/19/2017,shot,gun,59,M,W,Affton,MO,FALSE,attack,Other,FALSE
+Alteria Woods,3/19/2017,shot,unarmed,21,F,B,Gifford,FL,FALSE,other,Not fleeing,FALSE
+Trevor Allen Brice Gingras,3/19/2017,shot,gun,19,M,W,Cape Canaveral,FL,FALSE,attack,Foot,FALSE
+Mario Simoes,3/19/2017,shot,gun,45,M,H,DeLand,FL,TRUE,other,Car,FALSE
+TK Tk,3/19/2017,shot,knife,,M,,Desert Hot Springs,CA,FALSE,attack,Not fleeing,FALSE
+Charles Harris,3/22/2017,shot,knife,42,M,W,Booneville,KY,FALSE,other,Not fleeing,FALSE
+Don Johnson,3/22/2017,shot,gun,27,M,B,Crowley,LA,FALSE,attack,Not fleeing,FALSE
+Nengmy Vang,3/22/2017,shot,gun,45,M,A,Weston,WI,FALSE,attack,,FALSE
+William Stokes,3/23/2017,shot,machete,51,M,B,Des Moines,WA,TRUE,other,Not fleeing,FALSE
+Eddie Davis,3/23/2017,shot,knife,42,M,B,Sheridan,AR,FALSE,attack,Car,FALSE
+Francisco Valdez,3/23/2017,shot,knife,24,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Reno Joseph Owens,3/24/2017,shot,knife,39,M,B,Baltimore,MD,TRUE,other,Not fleeing,TRUE
+Austin Tyler Macon,3/24/2017,shot,gun,18,M,W,Cottonwood,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Gambaro,3/24/2017,shot,gun,26,M,H,Cisco,TX,FALSE,other,Foot,FALSE
+Fred Barragan,3/25/2017,shot,gun,35,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Paul Parienlla,3/26/2017,shot,gun,53,M,W,Anderson,CA,FALSE,attack,Not fleeing,FALSE
+Michael Hornibrook,3/26/2017,shot,gun,54,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+Justin Quincy Smith,3/26/2017,shot,gun,36,M,W,Wasilla,AK,FALSE,attack,Other,FALSE
+David Eric Ufferman,3/26/2017,shot,unarmed,56,M,W,Delray Beach,FL,TRUE,attack,Not fleeing,FALSE
+Steven Hopwood,3/27/2017,shot,gun,51,M,W,Lewisburg,TN,FALSE,attack,Not fleeing,FALSE
+Pryor Spencer Bailey,3/27/2017,shot,gun,45,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Richard Alexander Tilley,3/27/2017,shot,knife,28,M,W,Montgomery Village,MD,FALSE,other,Not fleeing,TRUE
+Peter J. Doffin,3/28/2017,shot,gun,36,M,W,Lafayette,IN,FALSE,attack,Car,FALSE
+Lee Pat Milks,3/28/2017,shot,gun,73,M,W,Manistee,MI,FALSE,attack,Not fleeing,FALSE
+Daniel Hendrix,3/29/2017,shot,gun,26,M,W,Chattanooga,TN,FALSE,other,Not fleeing,FALSE
+Troy Boyle,3/29/2017,shot,gun,41,M,W,Stockton,IL,FALSE,attack,Car,FALSE
+Doyle Wayne Johnson,3/29/2017,shot,gun,59,M,W,Byars,OK,FALSE,attack,Car,FALSE
+Leroy Brown,3/29/2017,shot,undetermined,28,M,B,New Castle,DE,FALSE,other,Car,FALSE
+Fred Ratliff,3/29/2017,shot,gun,45,M,W,Lawrenceburg,KY,FALSE,attack,Not fleeing,FALSE
+Dennis Wasson,3/29/2017,shot,,27,M,W,Whitewright,TX,FALSE,other,Car,FALSE
+Christopher Angelo Pizzichetta,3/30/2017,shot,,46,M,W,Cranbury Township,NJ,FALSE,other,Car,FALSE
+Marcus Williams,4/1/2017,shot,gun,34,M,B,Cantonment,FL,FALSE,attack,Foot,FALSE
+Phosowath Sengphong,4/1/2017,shot,knife,30,M,A,New Iberia,LA,FALSE,other,,FALSE
+Jose Antonio Hernandez,4/3/2017,shot and Tasered,gun,46,M,H,Pendleton,SC,TRUE,other,Not fleeing,TRUE
+Rogelio Vidal Landa,4/4/2017,shot,unarmed,47,M,H,Bakersfield,CA,FALSE,other,Foot,FALSE
+Michael Maldonado,4/4/2017,shot,,32,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Stephen Connard Ferry,4/4/2017,shot,gun,65,M,W,Napa,CA,FALSE,attack,Car,FALSE
+Michael Alcaraz,4/5/2017,shot,gun,19,M,H,Goshen,IN,FALSE,attack,Car,FALSE
+Austin Dakota Snyder,4/5/2017,shot,,22,M,W,Little Rock,AR,FALSE,other,,FALSE
+Christopher Wade,4/6/2017,shot,toy weapon,39,M,B,Westerville,OH,TRUE,attack,Not fleeing,FALSE
+Benjamin Ailstock,4/6/2017,shot,gun,38,M,W,Madison Township,OH,TRUE,attack,Not fleeing,FALSE
+Glenn Watenpool,4/6/2017,shot,gun,68,M,W,Bradenton,FL,FALSE,attack,Not fleeing,FALSE
+Richard Xavier Summers,4/6/2017,shot,gun,49,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kenneth Francis,4/6/2017,shot,gun,37,M,B,Newark,NJ,FALSE,attack,Not fleeing,FALSE
+Jeffrey Lynn Curry,4/7/2017,shot,gun,33,M,A,Kyle,SD,FALSE,attack,Car,FALSE
+Gregory Kever,4/8/2017,shot,knife,25,M,W,Eau Claire,WI,FALSE,other,Not fleeing,FALSE
+Jose Gonzales Rendon,4/9/2017,shot,knife,36,M,H,Santa Paula,CA,FALSE,attack,Not fleeing,FALSE
+William Baker,4/9/2017,shot,gun,36,M,,Ontario,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey Findlay,4/10/2017,shot,gun,30,M,W,Cleveland,OH,FALSE,other,Not fleeing,FALSE
+TK TK,4/10/2017,shot,gun,39,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Zelalem Eshetu Ewnetu,4/12/2017,shot,gun,28,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Erik Pamias,4/13/2017,shot,,28,M,W,Avondale,AZ,FALSE,other,Not fleeing,FALSE
+Charles Johnston,4/13/2017,shot,gun,25,M,W,Udall,KS,FALSE,attack,Car,FALSE
+Thomas Gezotis,4/13/2017,shot,gun,57,M,W,Suffield,CT,FALSE,other,,FALSE
+Charles Shands,4/14/2017,shot,gun,33,M,W,Spanaway,WA,TRUE,other,Car,FALSE
+Ivan Wilson,4/14/2017,shot,knife,24,M,N,Mandan,ND,FALSE,other,Not fleeing,FALSE
+TK TK,4/14/2017,shot,gun,,M,,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Olugbalah Ridley,4/15/2017,shot,gun,33,M,B,West Memphis,AR,FALSE,attack,,FALSE
+David Airth,4/15/2017,shot,knife,56,M,W,Newport Beach,CA,FALSE,other,Not fleeing,FALSE
+Frederick H. Hall,4/15/2017,shot,gun,56,M,W,Colebrook Township,OH,TRUE,attack,Not fleeing,FALSE
+Isaiah Murrietta-Golding,4/15/2017,shot,unarmed,16,M,H,Fresno,CA,FALSE,other,Foot,TRUE
+Darren Jahnke,4/16/2017,shot,gun,47,M,W,Vadnais Heights,MN,FALSE,other,Not fleeing,FALSE
+Michael Zennie Dial II,4/17/2017,shot,,33,M,W,Clarksville,TN,FALSE,other,Car,FALSE
+Casey Desper,4/18/2017,shot,,32,M,W,Brandywine,WV,FALSE,attack,Car,FALSE
+Keith Price,4/19/2017,shot,gun,21,M,B,Wilmington,DE,FALSE,attack,Other,TRUE
+Marion Lee Holliday,4/20/2017,shot,gun,64,M,W,Logan County,OK,TRUE,attack,Not fleeing,FALSE
+Damarius Butts,4/20/2017,shot,gun,19,M,B,Seattle,WA,FALSE,attack,,FALSE
+Jose Trejo,4/20/2017,shot,gun,26,M,H,Hardeeville,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Pequeno,4/20/2017,shot,,25,M,H,Glendale,AZ,FALSE,other,Car,FALSE
+Sariah Marie Lane,4/20/2017,shot,unarmed,17,F,W,Glendale,AZ,FALSE,other,Car,FALSE
+Ray Valdez,4/20/2017,shot and Tasered,knife,55,M,H,San Antonio,TX,FALSE,other,,FALSE
+Chance Rickie Thompson,4/21/2017,shot,gun,25,M,W,West Linn,OR,TRUE,other,Not fleeing,FALSE
+Joseph Sin,4/22/2017,shot,hatchet and gun,43,M,A,Yuba City,CA,FALSE,attack,Foot,FALSE
+William D. Spates,4/22/2017,shot,,39,M,B,Portage,IN,TRUE,other,Not fleeing,FALSE
+Michael Wilson-Salzl,4/22/2017,shot,knife,24,M,W,Hamilton,OH,TRUE,other,Not fleeing,FALSE
+Wayne Noel Simard,4/23/2017,shot,gun,70,M,W,Prescott,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Becker,4/24/2017,shot,gun,79,M,W,Stewartstown,PA,TRUE,attack,Not fleeing,FALSE
+Kendell Wilson,4/24/2017,shot,gun,16,M,B,Houston,TX,FALSE,other,Foot,TRUE
+Jacy Kevin McManus,4/24/2017,shot,unarmed,35,M,W,Wolf Creek,OR,FALSE,attack,Not fleeing,FALSE
+Daezion Turner,4/24/2017,shot,gun,15,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Hakim McNair,4/25/2017,shot,gun,23,M,B,Newark,NJ,FALSE,other,Car,FALSE
+Fred Cardenas,4/25/2017,shot,gun,53,M,H,Fort Worth,TX,TRUE,attack,,TRUE
+Juan Manuel Avilla,4/25/2017,shot,,20,M,H,Bellflower,CA,FALSE,other,Car,FALSE
+Gavin Williams,4/25/2017,shot and Tasered,knife,27,M,B,Lizella,GA,FALSE,other,Not fleeing,FALSE
+Charles Bossinger,4/26/2017,shot,gun,53,M,W,Lewistown,PA,TRUE,other,Not fleeing,FALSE
+Jason Thomas Christian,4/26/2017,shot,,32,M,W,Columbus,OH,FALSE,other,Car,FALSE
+Selwyn Aubrey Hall,4/26/2017,shot and Tasered,Taser,57,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Burgon Sealy,4/27/2017,shot,gun,26,M,B,Middletown,DE,FALSE,attack,Not fleeing,FALSE
+Tim A. Holmgren,4/27/2017,shot,gun,53,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Avery Richard,4/28/2017,shot,gun,32,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Luis Fernando Pacheco,4/28/2017,shot,gun,25,M,H,San Mateo,CA,FALSE,attack,Not fleeing,FALSE
+Jordan Edwards,4/29/2017,shot,unarmed,15,M,B,Balch Springs,TX,FALSE,undetermined,Not fleeing,TRUE
+Gene Bernhardt,4/29/2017,shot,crossbow,59,M,W,Papaaloa,HI,FALSE,other,Not fleeing,FALSE
+Caleb Jackson,4/29/2017,shot,gun,35,M,B,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Andrew James Lucero,4/29/2017,shot,,33,M,H,Eldorado,NM,FALSE,attack,Not fleeing,TRUE
+Devin Hawkins,4/30/2017,shot,gun,32,M,W,Tom,OK,TRUE,attack,Not fleeing,FALSE
+Peter Raymond Selis,4/30/2017,shot,gun,49,M,W,University City,CA,FALSE,attack,Not fleeing,FALSE
+James Edward Ray,4/30/2017,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Joseph William Alain,5/1/2017,shot,gun,25,M,W,Conroe,TX,FALSE,attack,Not fleeing,FALSE
+Jason Sebastian Roque,5/2/2017,shot,gun,20,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Rodney Henderson,5/2/2017,shot and Tasered,knife,48,M,B,Irving,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/3/2017,shot,knife,,M,,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Mirza Tatlic,5/3/2017,shot,gun,24,M,W,San Jose,CA,TRUE,attack,Not fleeing,FALSE
+Malik Carey,5/3/2017,shot,gun,18,M,B,Grand Rapids,MI,FALSE,attack,Not fleeing,TRUE
+William Dean,5/3/2017,shot,gun,67,M,W,Peachtree City,GA,TRUE,attack,Not fleeing,FALSE
+Nicholas Flusche,5/3/2017,shot,knife,26,M,W,San Francisco,CA,FALSE,attack,Not fleeing,TRUE
+Lucille Espinosa,5/4/2017,shot,gun,54,F,H,Katy,TX,TRUE,other,Not fleeing,FALSE
+Jacob Peterson,5/6/2017,shot,toy weapon,15,M,W,San Diego,CA,TRUE,attack,Not fleeing,TRUE
+Cedric Jamal Mifflin,5/7/2017,shot,undetermined,27,M,B,Phenix City,AL,FALSE,undetermined,Other,TRUE
+Jose Hernandez-Rossy,5/7/2017,shot,gun,26,M,H,Buffalo,NY,FALSE,attack,Foot,FALSE
+Steven Price,5/7/2017,shot,ax,62,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Landon Nobles,5/7/2017,shot,gun,24,M,B,Austin,TX,FALSE,attack,Foot,FALSE
+Mikel Laney McIntyre,5/8/2017,shot,rock,32,M,B,Rancho Cordova,CA,TRUE,attack,Foot,FALSE
+Anthony David Soderberg,5/8/2017,shot,gun,29,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Jayson Negron,5/9/2017,shot,,16,M,H,Bridgeport,CT,FALSE,undetermined,Car,FALSE
+Terry Percy Campbell,5/9/2017,shot,gun,25,M,B,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Joseph Jaster,5/9/2017,shot,gun,40,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+John Bittle,5/9/2017,shot,unarmed,39,M,W,Lexington,SC,FALSE,other,Foot,FALSE
+Scott N. Bloomfield,5/9/2017,shot,gun,34,M,W,Tiffin,OH,FALSE,attack,Not fleeing,FALSE
+Ian Thomas Little,5/9/2017,shot,toy weapon,36,M,W,Brighton Township,MI,TRUE,attack,Not fleeing,FALSE
+Terrell Kyreem Johnson,5/10/2017,shot,knife,24,M,B,Portland,OR,TRUE,other,Foot,FALSE
+Robin White,5/10/2017,shot,gun,50,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Jeroen Peter Koornwinder,5/10/2017,shot and Tasered,,50,M,W,Barona Indian Reservation,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2017,shot,gun,,M,H,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Ryan Lowell,5/12/2017,shot,gun,30,M,W,Billings,MT,TRUE,attack,Not fleeing,FALSE
+Jonathan David Victor,5/12/2017,shot,unarmed,35,M,W,Baldwin County,AL,FALSE,other,Not fleeing,FALSE
+Phillip O'Shea,5/12/2017,shot,gun,46,M,W,Jupiter,FL,FALSE,attack,Car,FALSE
+Ronald Singletary,5/12/2017,shot and Tasered,knife,51,M,B,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Maxwell Holt,5/13/2017,shot,gun,37,M,W,West Allis,WI,FALSE,attack,Foot,FALSE
+Clarence E. Coats,5/13/2017,shot,gun,41,M,B,Columbia,MO,FALSE,attack,,FALSE
+David Jay Juarez,5/14/2017,shot,gun,41,M,H,Kingman,AZ,FALSE,attack,Car,FALSE
+James A. Burton,5/14/2017,shot,gun,48,M,W,Pulaski,VA,TRUE,attack,Not fleeing,FALSE
+Jonie Block,5/15/2017,shot,gun,27,F,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jaison Fitzgerald,5/15/2017,shot,gun,29,M,B,Richmond,VA,FALSE,other,Not fleeing,FALSE
+Buford Shane Whitson,5/15/2017,shot,gun,47,M,W,Johnson City,TN,TRUE,attack,Other,FALSE
+TK TK,5/15/2017,shot,undetermined,,M,,Long Beach,CA,FALSE,attack,Other,FALSE
+Emmanuel Ibarra,5/15/2017,shot,knife,34,M,H,Del Mar,CA,TRUE,attack,Foot,FALSE
+Keith Andrew Chesser,5/15/2017,shot,crossbow,48,M,W,Wewoka,OK,FALSE,attack,Not fleeing,FALSE
+Isabelle Duval,5/16/2017,shot,gun,41,F,W,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Tristan Long,5/16/2017,shot,knife,25,M,B,Tempe,AZ,FALSE,other,,FALSE
+Edwin Fuentes,5/16/2017,shot,gun,24,M,H,Tustin,CA,TRUE,attack,Not fleeing,FALSE
+Marshall Barrus,5/16/2017,shot,gun,38,M,W,Three Forks,MT,FALSE,attack,Car,FALSE
+Daniel George Boak,5/17/2017,shot,,28,M,W,Arlington,VA,FALSE,attack,Car,FALSE
+Anthony Paul Ardo,5/20/2017,shot,fireworks,47,M,W,Lower Mount Bethel,PA,TRUE,other,Not fleeing,FALSE
+Roger Bubar,5/20/2017,shot,gun,65,M,W,Belgrade,ME,FALSE,attack,Not fleeing,FALSE
+Shannon Edward Estill,5/20/2017,shot,toy weapon,58,M,W,Pleasanton,CA,TRUE,attack,Not fleeing,TRUE
+Jimmie Montel Sanders,5/21/2017,shot,gun,33,M,B,Appleton,WI,FALSE,attack,Not fleeing,FALSE
+Joseph M. Hodgin,5/21/2017,shot,gun,43,M,W,Allentown,PA,FALSE,attack,Car,FALSE
+Ricco Devante Holden,5/21/2017,shot,unarmed,24,M,B,Converse,LA,FALSE,attack,Not fleeing,FALSE
+Carlos Garcia Petrovich,5/21/2017,shot,unarmed,37,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Aaron M. Thompson,5/22/2017,shot,knife,31,M,W,Mountain Home,ID,FALSE,attack,Not fleeing,FALSE
+Michael Anthony Bonini,5/23/2017,shot,gun,65,M,W,Pahrump,NV,FALSE,attack,Not fleeing,FALSE
+John Eno,5/23/2017,shot,gun,59,M,W,San Francisco,CA,FALSE,other,Not fleeing,FALSE
+Albert Gagnier,5/23/2017,shot,gun,74,M,W,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+Jorge Alberto Fuentes,5/23/2017,shot and Tasered,gun,21,M,H,Glendale,AZ,FALSE,attack,Other,FALSE
+Hayden J. Stutz,5/24/2017,shot,unarmed,24,M,W,Canton,OH,TRUE,attack,Not fleeing,TRUE
+TK TK,5/24/2017,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Shawn Buck,5/25/2017,shot,gun,23,M,W,Fairbanks,AK,FALSE,attack,Car,FALSE
+Hector Gamboa,5/26/2017,shot,unarmed,59,M,H,San Rafael,NM,FALSE,undetermined,Not fleeing,FALSE
+Jamie J. Robinson,5/26/2017,shot,gun,33,M,W,St. Louis,MO,TRUE,attack,Not fleeing,FALSE
+Joseph Zimmerman,5/26/2017,shot,toy weapon,34,M,W,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Ron Harlan Lewallen,5/27/2017,shot,,30,M,W,Oneida,TN,FALSE,other,Car,FALSE
+Eduardo Valencia,5/27/2017,shot,gun,30,M,,Austell,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,5/28/2017,shot,gun,,M,,Miami,FL,FALSE,attack,Car,FALSE
+Shaquian Tyrone Johnson,5/28/2017,shot,gun,22,M,B,Cary,NC,FALSE,attack,Not fleeing,FALSE
+Francis de la Cruz,5/28/2017,shot and Tasered,ax,35,M,,San Jose,CA,TRUE,other,Not fleeing,FALSE
+Chad Dionne,5/29/2017,shot,gun,37,M,W,Arundel,ME,FALSE,other,Not fleeing,FALSE
+Joseph Godinez,5/29/2017,shot,,20,M,H,Vacaville,CA,FALSE,attack,Car,TRUE
+Larry Warren Kipps,5/29/2017,shot,gun,62,M,,Gerrardstown,WV,TRUE,attack,Not fleeing,FALSE
+Roman Jade Carrillo,5/30/2017,shot,gun,18,M,H,Salt Lake City,UT,FALSE,attack,Car,FALSE
+James Gleason,5/31/2017,shot,,24,M,W,Hesperia,CA,FALSE,attack,,FALSE
+James Daniel Hill,5/31/2017,shot,gun,17,M,W,Centennial,CO,FALSE,other,Other,FALSE
+Francisco Suarez-Madonado,6/1/2017,shot,gun,27,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Edward Everett Courtenay,6/2/2017,shot,,51,M,W,Yulee,FL,FALSE,attack,Car,FALSE
+Charles Darnell Baker,6/2/2017,shot,gun,29,M,B,Abbeville,AL,FALSE,attack,Not fleeing,FALSE
+Marc Brandon Davis,6/2/2017,shot,unarmed,34,M,B,Petal,MS,FALSE,attack,Not fleeing,FALSE
+Naway Willy,6/2/2017,shot,gun,18,M,A,Tulsa,OK,FALSE,attack,Foot,FALSE
+Corsean Lewis,6/2/2017,shot,gun,17,M,B,Chicago,IL,FALSE,attack,Not fleeing,FALSE
+Antonio Gerardo Rodriguez,6/2/2017,shot,gun,55,M,H,Laredo,TX,FALSE,attack,Not fleeing,FALSE
+Donald Lee Cramer,6/3/2017,shot,gun,44,M,W,Avondale,AZ,FALSE,attack,Not fleeing,FALSE
+Jeremy Austin Lindsey,6/4/2017,shot,gun,27,M,W,Callahan,FL,FALSE,attack,,FALSE
+Bruce Dawley,6/4/2017,shot,gun,66,M,W,Campo,CA,TRUE,attack,Not fleeing,FALSE
+Charles Edgar Mullins,6/5/2017,shot,gun,45,M,W,Bardstown,KY,FALSE,attack,Car,FALSE
+John Spaulding,6/5/2017,shot,gun,47,M,B,Miami,FL,FALSE,other,,FALSE
+Quentin Louis Case,6/5/2017,shot,gun,34,M,W,Lakes Wales,FL,FALSE,attack,Other,FALSE
+Adrian Maurice Hardeman,6/5/2017,shot,gun,37,M,B,Gonzales County,TX,FALSE,other,,FALSE
+Mark Ellis,6/6/2017,shot,gun,54,M,W,Orrington,ME,FALSE,attack,Not fleeing,FALSE
+David W. Hamilton,6/6/2017,shot,gun,50,M,,Vancouver,WA,FALSE,attack,Car,FALSE
+Salvadro Alfredo Pablo Lopez,6/7/2017,shot,gun,21,M,H,Fresno,CA,FALSE,attack,,TRUE
+Isaiah M. Hammett,6/7/2017,shot,gun,21,M,W,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Blaine Robert Erb,6/7/2017,shot,gun,35,M,W,Dundalk,MD,FALSE,attack,Not fleeing,TRUE
+Donald Smith,6/7/2017,shot,gun,75,M,W,Hudson,NC,TRUE,attack,Not fleeing,FALSE
+Michele Rice,6/8/2017,shot,gun,33,F,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Oscar Junior,6/8/2017,shot,gun,45,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Rich,6/8/2017,shot,gun,48,M,W,Loveland,CO,FALSE,attack,,FALSE
+Paul Mashburn,6/8/2017,shot,gun,58,M,W,Roland,OK,TRUE,attack,Not fleeing,FALSE
+David Jones,6/8/2017,shot and Tasered,unarmed,30,M,B,Philadelphia,PA,FALSE,other,Foot,FALSE
+Antonio Juarez,6/9/2017,shot,gun,44,M,H,Lyons,IL,FALSE,attack,Car,FALSE
+Theodore Brendecke,6/9/2017,shot,gun,82,M,W,Miami,FL,TRUE,attack,,FALSE
+Joshua Barre,6/9/2017,shot and Tasered,knife,29,M,B,Tulsa,OK,TRUE,other,Not fleeing,FALSE
+Isaiah Obet,6/10/2017,shot,knife,25,M,O,Auburn,WA,FALSE,other,Car,FALSE
+Robin Blaylock,6/10/2017,shot,gun,53,M,W,North English,IA,FALSE,other,Not fleeing,FALSE
+Emmett Edward Hall,6/10/2017,shot,knife,60,M,W,Abilene,TX,TRUE,other,Not fleeing,FALSE
+Terry Williams,6/11/2017,shot,,19,M,B,Milwaukee,WI,FALSE,other,Car,FALSE
+Eleuterio Amaya-Torres,6/12/2017,shot,gun,63,M,H,Plano,TX,FALSE,attack,Not fleeing,FALSE
+John Wesley Bays,6/12/2017,shot,gun,50,M,W,Trosper,KY,FALSE,attack,Not fleeing,FALSE
+Avery D. Metrejean,6/12/2017,shot,gun,35,M,W,Cade,LA,FALSE,other,Not fleeing,FALSE
+Johnny Platas,6/12/2017,shot and Tasered,knife,45,M,H,Selma,CA,FALSE,other,Not fleeing,FALSE
+Austin Durham,6/13/2017,shot,gun,24,M,W,Jerseyville,IL,FALSE,attack,Foot,FALSE
+Barry Jones,6/13/2017,shot,gun,36,M,W,Hampton,NH,FALSE,other,Not fleeing,FALSE
+Jordan Frazier,6/13/2017,shot,gun,35,M,B,Baton Rouge,LA,FALSE,other,Not fleeing,FALSE
+Chazz Brown,6/13/2017,shot,gun,33,M,B,St Louis,MO,FALSE,attack,Not fleeing,FALSE
+James T. Hodgkinson,6/14/2017,shot,gun,66,M,W,Alexandria,VA,FALSE,attack,Not fleeing,FALSE
+Michael Morris,6/14/2017,shot,knife,54,M,W,Somerville,TN,TRUE,other,Not fleeing,FALSE
+Tommy Le,6/14/2017,shot and Tasered,pen,20,M,A,Burien,WA,FALSE,attack,Not fleeing,FALSE
+Michael Brown,6/15/2017,shot,gun,40,M,W,Newton,NH,FALSE,undetermined,Car,FALSE
+Robert J. Berube,6/16/2017,shot,gun,41,M,W,Water Valley,MS,FALSE,attack,Car,FALSE
+Hector Cisneros Soria,6/16/2017,shot,gun,30,M,H,Rialto,CA,FALSE,other,Not fleeing,TRUE
+Sergio Valdovinos,6/16/2017,shot,machete,32,M,H,Madera,CA,TRUE,other,Not fleeing,FALSE
+Jamie Dougan,6/16/2017,shot,unarmed,24,F,W,Water Valley,MS,FALSE,other,Car,FALSE
+Nathan Banks,6/16/2017,shot,gun,37,M,W,Antioch,CA,FALSE,other,Foot,FALSE
+Samantha Aguilar,6/17/2017,shot,,28,F,H,Montebello,CA,FALSE,other,Not fleeing,FALSE
+Joseph Paul Hogan,6/17/2017,shot,gun,48,M,W,Rapid City,SD,FALSE,attack,Not fleeing,FALSE
+Charleena Lyles,6/18/2017,shot,knife,30,F,B,Seattle,WA,TRUE,other,Not fleeing,FALSE
+William Webster,6/18/2017,shot,gun,64,M,W,Waukesha,WI,TRUE,other,Not fleeing,FALSE
+Matthew Colton Stover,6/19/2017,shot,gun,21,M,N,Fairbanks,AK,TRUE,attack,Foot,FALSE
+Alton Folmar,6/19/2017,shot,gun,28,M,W,Dallas,TX,FALSE,other,Not fleeing,FALSE
+David Pacas,6/20/2017,shot,toy weapon,36,M,H,South Gate,CA,FALSE,attack,Other,FALSE
+David Bryan Creson,6/20/2017,shot,gun,40,M,W,Franklin,TN,FALSE,attack,Car,FALSE
+Jacob Faulkner,6/20/2017,shot,gun,32,M,W,St. Clair Township,OH,TRUE,attack,Other,FALSE
+Robb Stewart,6/20/2017,shot,gun,50,M,W,Lehigh,KS,TRUE,other,Not fleeing,FALSE
+Pedro Ramirez,6/20/2017,shot and Tasered,knife,28,M,H,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Brandon D. Lukenbill,6/21/2017,shot,undetermined,33,M,W,Nevada,MO,FALSE,undetermined,Car,FALSE
+Daniel Francisco Valenzuela,6/21/2017,shot,knife,37,M,H,Millerton,OK,FALSE,other,Not fleeing,FALSE
+Armando Garcia-Muro,6/22/2017,shot,unarmed,17,M,H,Palmdale,CA,FALSE,other,Not fleeing,FALSE
+Santino Trevino,6/23/2017,shot,gun,20,M,H,Hollywood Hills,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Ramon Deltoro,6/23/2017,shot,,34,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Cameron Ollman,6/24/2017,shot,gun,37,M,W,Florence,OR,TRUE,attack,Car,FALSE
+Christopher Michael Murray,6/24/2017,shot,,24,M,W,Deer Park,AL,FALSE,other,Not fleeing,FALSE
+Jimmie Bevenue,6/24/2017,shot,gun,47,M,W,Tulsa,OK,FALSE,attack,Foot,FALSE
+Giovonn Joseph-McDade,6/24/2017,shot,,20,M,B,Kent,WA,FALSE,other,Car,FALSE
+Lawrence Heyward Jr.,6/25/2017,shot,gun,56,M,B,North Charleston,SC,FALSE,undetermined,Foot,FALSE
+Deveonte Johnson,6/25/2017,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Nicholas Johnston,6/25/2017,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Tillman,6/25/2017,shot,gun,56,M,,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Rip Huntington,6/26/2017,shot,gun,36,M,H,Rowe,NM,TRUE,attack,Not fleeing,FALSE
+Jason Magana Herrera,6/27/2017,shot and Tasered,gun,35,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+TK TK,6/28/2017,shot,gun,,M,,Los Angeles,CA,TRUE,attack,Not fleeing,TRUE
+Rodney L. Cole,6/28/2017,shot,screwdriver,37,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Aaron Bailey,6/29/2017,shot,unarmed,45,M,B,Indianapolis,IN,FALSE,other,Car,FALSE
+Marco Cardoza,6/29/2017,shot,toy weapon,41,M,H,Burbank,CA,FALSE,attack,Not fleeing,FALSE
+Joel Gatu Muturi,6/29/2017,shot,,23,M,B,Marietta,GA,FALSE,other,Not fleeing,FALSE
+Jose Guillermo Flores Colon,6/29/2017,shot,Taser,37,M,H,Deltona,FL,FALSE,other,Not fleeing,FALSE
+TK TK,6/30/2017,shot,gun,,F,,Denver,CO,FALSE,attack,Car,FALSE
+Chet Knuppel,6/30/2017,shot,unarmed,23,M,W,Loveland,CO,FALSE,attack,Foot,FALSE
+Brett Rodriguez,6/30/2017,shot,gun,33,M,H,Westminster,CO,FALSE,other,Foot,FALSE
+Patrick Sanchez,7/1/2017,shot,gun,23,M,H,Glendale,AZ,FALSE,other,Not fleeing,TRUE
+Quintec Locke,7/1/2017,shot,gun,37,M,B,Lawndale,IL,FALSE,other,Not fleeing,TRUE
+Jeremy Holmes,7/1/2017,shot,knife,19,M,A,Fort Collins,CO,TRUE,other,Not fleeing,TRUE
+Tyson Williams,7/2/2017,shot,gun,39,M,W,Norfolk,VA,TRUE,attack,Not fleeing,FALSE
+Daniel Craven,7/3/2017,shot,gun,53,M,W,Spokane,WA,FALSE,other,Not fleeing,TRUE
+John Donadio,7/3/2017,shot,gun,51,M,W,Fishers,IN,TRUE,attack,Not fleeing,FALSE
+Holden Gorka,7/3/2017,shot,gun,25,M,W,Hillsboro,OR,FALSE,attack,Foot,FALSE
+Christopher Henry Cashell,7/3/2017,shot,gun,45,M,W,Bonaire,GA,FALSE,undetermined,Not fleeing,FALSE
+TK TK,7/4/2017,shot,gun,,M,,Federal Heights,CO,FALSE,undetermined,Not fleeing,FALSE
+Miguel Gonzales,7/4/2017,shot,gun,28,M,H,Albuquerque,NM,FALSE,undetermined,Other,FALSE
+Dana Dubose,7/4/2017,shot,knife,36,M,B,Vandalia,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ray McCray,7/4/2017,shot,,32,M,H,Centerville,UT,TRUE,undetermined,Car,FALSE
+Donald Martin,7/4/2017,shot,gun,39,M,W,Belleville,IL,TRUE,attack,Not fleeing,FALSE
+Douglas West,7/4/2017,shot,gun,46,M,W,Richland,WA,FALSE,other,Not fleeing,FALSE
+Tyrone Orvy Peabody,7/4/2017,shot,gun,53,M,N,Pleasant View,CO,FALSE,attack,Not fleeing,FALSE
+Zepp Crouchet,7/4/2017,shot,gun,42,M,B,Antioch,CA,FALSE,other,Car,FALSE
+Alexander Bonds,7/5/2017,shot,gun,34,M,B,New York,NY,FALSE,attack,Foot,FALSE
+Tiffany Lynn Potter,7/5/2017,shot,gun,29,F,W,Des Moines,IA,FALSE,attack,Foot,TRUE
+"Edwin ""Beanie"" Esker",7/5/2017,shot,chainsaw,53,M,W,Maeystown,IL,FALSE,other,Not fleeing,FALSE
+Jamie Huskey,7/5/2017,shot,gun,45,M,W,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+Jonathan Coronel,7/5/2017,shot,unarmed,24,M,H,Vista,CA,FALSE,undetermined,Foot,FALSE
+Carroll Tuttle,7/5/2017,shot,gun,51,M,W,Madison,ME,FALSE,attack,,FALSE
+Jesus Cervantes,7/6/2017,shot,undetermined,35,M,H,Plant City,FL,FALSE,other,Car,FALSE
+Dejuan Guillory,7/6/2017,shot,unarmed,27,M,B,Mamou,LA,FALSE,other,Not fleeing,FALSE
+Brian Easley,7/7/2017,shot,unarmed,33,M,B,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2017,shot,undetermined,16,M,W,Huntsville,AL,FALSE,attack,Car,FALSE
+Kareem Ali Nadir Jones,7/7/2017,shot,gun,30,M,B,Columbus,OH,FALSE,undetermined,Not fleeing,TRUE
+Michael Anthony Rude,7/8/2017,shot,knife,22,M,A,Lacey,WA,TRUE,other,Not fleeing,FALSE
+Cardell Vance III,7/8/2017,shot,knife,23,M,B,Crescent City,FL,TRUE,other,Not fleeing,FALSE
+Tina Medlin,7/8/2017,shot,gun,50,F,W,Newton Grove,NC,FALSE,attack,Not fleeing,FALSE
+Ryan A. Probst,7/9/2017,shot,gun,28,M,W,Uniontown,OH,FALSE,attack,Not fleeing,FALSE
+Robert Yeiser,7/9/2017,shot,gun,34,M,W,Bainbridge Island,WA,FALSE,attack,Not fleeing,FALSE
+Brayant Alvarez,7/9/2017,shot,gun,24,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Taylor,7/9/2017,shot,gun,54,M,B,Akron,OH,FALSE,attack,Not fleeing,FALSE
+Cody Ethan Mitchell,7/10/2017,shot,,26,M,W,Mt Airy,MD,FALSE,attack,Not fleeing,FALSE
+Gregory Shawn Thrower,7/10/2017,shot,gun,39,M,W,North Branch,MN,FALSE,attack,Car,FALSE
+Randy Engstrom,7/11/2017,shot,gun,34,M,W,Milwaukee,WI,TRUE,other,Car,FALSE
+Caleb Edward Blaylock,7/11/2017,shot,knife,27,M,W,Las Vegas,NV,TRUE,undetermined,,TRUE
+Steve Scott,7/11/2017,shot,gun,48,M,W,Poplar Bluff,MO,FALSE,other,Not fleeing,FALSE
+Antonio Garcia Jr.,7/11/2017,shot,knife,47,M,B,Leavenworth,KS,FALSE,undetermined,Not fleeing,FALSE
+Silas Andrew Smith,7/11/2017,shot,gun,54,M,W,Golden Valley,AZ,FALSE,attack,Foot,FALSE
+Dorsey Glenn Taulbee Jr.,7/12/2017,shot,gun,33,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+James Gerald Davis,7/12/2017,shot,undetermined,40,M,W,Lake View,SC,TRUE,other,Not fleeing,FALSE
+Keith Alan Eustace,7/12/2017,shot,blunt object,58,M,W,Grover Beach,CA,FALSE,other,Not fleeing,FALSE
+Chancey Chamblee,7/13/2017,shot,gun,55,M,W,Pima,AZ,FALSE,undetermined,,FALSE
+Stephen Steele,7/13/2017,shot,knife,47,M,W,Crystal Springs,FL,TRUE,other,Not fleeing,FALSE
+Pedro Rubio,7/13/2017,shot,knife,42,M,H,Goodyear,AZ,FALSE,attack,Not fleeing,FALSE
+Gerber Dieguez,7/15/2017,shot,gun,29,M,H,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Justine Damond,7/15/2017,shot,unarmed,40,F,W,Minneapolis,MN,FALSE,undetermined,Not fleeing,FALSE
+Vaughn Shaw,7/15/2017,shot,gun,23,M,B,Moreno Valley,CA,TRUE,other,Not fleeing,FALSE
+Keith Wade,7/15/2017,shot,gun,23,M,W,Arlington,TX,FALSE,attack,Foot,FALSE
+India N. Nelson,7/17/2017,shot,gun,25,F,B,Norfolk,VA,FALSE,attack,Not fleeing,FALSE
+Ernesto Sedillo,7/17/2017,shot,gun,52,M,H,Las Cruces,NM,FALSE,attack,Not fleeing,TRUE
+Eric Wesley Clark,7/17/2017,shot,gun,43,M,W,Culpeper,VA,FALSE,attack,Car,FALSE
+Jose Cazares,7/17/2017,shot,gun,37,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Thomas Reid,7/18/2017,shot,gun,32,M,W,Clay,AL,TRUE,attack,Not fleeing,FALSE
+Robert Earl Vaughan,7/18/2017,shot,gun,70,M,W,Springfield,OR,TRUE,other,Not fleeing,FALSE
+Mark Allan Smith,7/18/2017,shot,gun,36,M,,Eagar,AZ,FALSE,other,Not fleeing,FALSE
+Nolan Cornett,7/19/2017,shot,gun,24,M,W,Fair Oaks,CA,FALSE,attack,Not fleeing,FALSE
+Anthony Benavidez,7/19/2017,shot,knife,24,M,H,Santa Fe,NM,TRUE,other,Not fleeing,TRUE
+Farhad Jabbari,7/19/2017,shot,unarmed,38,M,O,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Joshua Daniels,7/20/2017,shot,gun,52,M,W,Neosho,MO,FALSE,attack,Not fleeing,FALSE
+Isaiah Perkins,7/20/2017,shot,gun,27,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Yahir Breito,7/21/2017,shot,knife,22,M,H,Santa Ana,CA,FALSE,other,Not fleeing,FALSE
+Vicente Velasquez,7/21/2017,shot,gun,42,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Martin Avena,7/21/2017,shot,gun,70,M,,Paulden,AZ,FALSE,attack,Not fleeing,TRUE
+Walter Lynde,7/23/2017,shot,toy weapon,49,M,W,Spencer,MA,FALSE,attack,Car,FALSE
+Michael Caponigro,7/23/2017,shot,gun,59,M,W,Eau Claire,WI,TRUE,attack,Not fleeing,FALSE
+Ismael Lopez Rodriguez,7/23/2017,shot,gun,41,M,H,Southaven,MS,FALSE,attack,Not fleeing,FALSE
+Kyle Scott Rushing,7/23/2017,shot,knife,34,M,W,Chico,CA,FALSE,attack,Not fleeing,TRUE
+Jerrod Kershaw,7/24/2017,shot,gun,31,M,W,St. Louis,MO,TRUE,attack,Car,FALSE
+Alexander J. Schoessel,7/25/2017,shot,ax,23,M,W,Richmond,VA,TRUE,other,Foot,FALSE
+Michael Joseph Harris,7/25/2017,shot,gun,28,M,W,Jacksonville,FL,FALSE,attack,Car,FALSE
+Moises Balladares,7/25/2017,shot,gun,33,M,H,Avondale,AZ,TRUE,attack,Not fleeing,FALSE
+Aries Clark,7/25/2017,shot,toy weapon,16,M,B,Marion,AR,FALSE,attack,Not fleeing,FALSE
+Andrew Collins,7/26/2017,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Other,FALSE
+Giovani Casiano,7/26/2017,shot,gun,26,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Susan Teel,7/26/2017,shot,knife,62,F,W,Vero Beach,FL,TRUE,attack,Not fleeing,FALSE
+Kesharn K. Burney,7/26/2017,shot,,25,M,B,Dayton,OH,FALSE,attack,Car,FALSE
+Sergio Velasco-Martinez,7/27/2017,shot,blunt object,25,M,H,Avenal,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Folden,7/27/2017,shot,knife,31,M,W,Wenatchee,WA,FALSE,other,Not fleeing,FALSE
+Alejandro Alvarado,7/27/2017,shot,knife,35,M,H,Chowchilla,CA,FALSE,attack,Not fleeing,FALSE
+Jerauld Phillip Hammond II,7/27/2017,shot,gun,46,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Deltra Henderson,7/27/2017,shot,gun,39,M,B,Homer,LA,FALSE,attack,Car,FALSE
+Michael Fitzgerald,7/27/2017,shot,gun,26,M,W,Grand Terrace,CA,FALSE,attack,Not fleeing,FALSE
+Raymond Cruz,7/28/2017,shot,,37,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Brian J. Skinner,7/28/2017,shot,knife,32,M,W,Glenville,NY,TRUE,other,Not fleeing,FALSE
+Rodney E. Jacobs,7/28/2017,shot,gun,31,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Dennis W. Robinson,7/29/2017,shot,gun,48,M,W,Melba,ID,FALSE,attack,Car,FALSE
+Jashod Arthur Carter,7/29/2017,shot,gun,29,M,B,Norco,CA,FALSE,attack,Car,FALSE
+Dwayne Jeune,7/31/2017,shot,knife,32,M,B,Brooklyn,NY,TRUE,attack,Not fleeing,FALSE
+Isaiah Tucker,7/31/2017,shot,unarmed,28,M,B,Oshkosh,WI,FALSE,attack,Car,TRUE
+Robert Savelli,7/31/2017,shot,gun,43,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,TRUE
+Norberto Nieblas Reyes,7/31/2017,shot and Tasered,gun,39,M,H,Los Banos,CA,TRUE,attack,Not fleeing,FALSE
+Kerry Bradley,8/1/2017,shot,,37,M,B,Waco,TX,FALSE,attack,Car,FALSE
+Franklin Oden,8/1/2017,shot,gun,39,M,W,Visalia,CA,FALSE,attack,Foot,FALSE
+Mikle Eugene Dixon,8/1/2017,shot,knife,42,M,W,Mt. Airy,NC,FALSE,other,Not fleeing,FALSE
+Mark Anthony Sanchez,8/1/2017,shot,gun,33,M,H,Yuba City,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Salas,8/1/2017,shot,gun,25,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Preston Thornton,8/2/2017,shot,gun,29,M,B,Coushatta,LA,TRUE,attack,Not fleeing,FALSE
+Jeffrey Barboa,8/2/2017,shot,machete,45,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Quintas Harris,8/2/2017,shot,gun,27,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Phillip Rhoades,8/2/2017,shot,,28,M,W,Mannington,WV,FALSE,other,Car,FALSE
+Keith Burkholder,8/3/2017,shot,gun,57,M,W,Lima,OH,FALSE,attack,Not fleeing,FALSE
+Kemonte Cobbs,8/3/2017,shot,gun,15,M,B,Gary,IN,FALSE,attack,Foot,FALSE
+Aaron Payne,8/4/2017,shot,gun,33,M,W,Surfside Beach,SC,TRUE,attack,Not fleeing,FALSE
+Cory Stephens,8/4/2017,shot,gun,35,M,W,Spanish Springs,NV,FALSE,other,Not fleeing,FALSE
+TK TK,8/4/2017,shot,gun,47,M,B,San Diego,CA,FALSE,other,Not fleeing,FALSE
+Jeremy Gabrial,8/4/2017,shot,toy weapon,31,M,W,Lauderdale County,MS,TRUE,attack,Not fleeing,TRUE
+Melissa Wiseman,8/4/2017,shot,gun,36,F,W,Marine City,MI,FALSE,other,Not fleeing,FALSE
+Joseph Miller,8/4/2017,shot,gun,54,M,W,Mead Township,PA,FALSE,other,Not fleeing,FALSE
+Timmy Wilson,8/5/2017,shot,gun,24,M,W,New Straitsville,OH,FALSE,attack,Not fleeing,FALSE
+Pablo Garcia,8/5/2017,shot and Tasered,knife,35,M,H,Santa Rosa,CA,TRUE,attack,Not fleeing,TRUE
+Kyle Andrew Lankford,8/6/2017,shot,knife,32,M,W,Bon Aqua,TN,FALSE,other,Foot,FALSE
+Danatae Franklin,8/6/2017,shot,gun,28,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Winston Espino Sanchez,8/7/2017,shot,knife,45,M,H,North Bergen,NJ,FALSE,attack,Not fleeing,FALSE
+Jose Ortiz,8/7/2017,shot,knife,29,M,H,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Christopher K. Sales,8/7/2017,shot,unarmed,36,M,W,Blue Summit,MO,FALSE,other,Car,FALSE
+Peter James Robbins,8/8/2017,shot,gun,23,M,W,Junction City,KS,TRUE,attack,Not fleeing,FALSE
+Darreon Neal,8/8/2017,shot,gun,17,M,B,Dalton,IL,FALSE,other,Other,FALSE
+Eugene Nelson,8/9/2017,shot,,20,M,B,Kent,WA,FALSE,attack,Car,FALSE
+Mark P. Coffey,8/10/2017,shot,gun,33,M,W,Dyer,IN,FALSE,attack,,FALSE
+Eric Bogart,8/10/2017,shot,gun,49,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/11/2017,shot,gun,,M,,Channelview,TX,FALSE,attack,Not fleeing,FALSE
+Tyrease Carlyle,8/11/2017,shot,gun,31,M,B,Philadelphia,PA,TRUE,other,Not fleeing,FALSE
+Eduardo Navarrete,8/12/2017,shot,knife,35,M,H,Frederickstown,WA,FALSE,attack,Not fleeing,FALSE
+Christopher Collins,8/13/2017,shot,gun,24,M,W,Habersham,GA,FALSE,other,Not fleeing,FALSE
+Roger Burzinski,8/13/2017,shot,gun,54,M,W,La Crosse,WI,FALSE,other,Car,FALSE
+Carmen William Rongione,8/13/2017,shot,machete,41,M,W,Cosby,TN,FALSE,attack,Foot,FALSE
+Patrick Harmon,8/13/2017,shot,knife,50,M,B,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Hussein Hassan,8/13/2017,shot,sword,46,M,B,Kennewick,WA,TRUE,attack,Not fleeing,FALSE
+Steven James Young,8/14/2017,shot,toy weapon,45,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Robert Emmett Bracewell Jr.,8/14/2017,shot,gun,20,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Herbert Gilbert,8/15/2017,shot,undetermined,37,M,B,Thomasville,GA,FALSE,undetermined,Not fleeing,TRUE
+Kenneth Lewis,8/16/2017,shot,gun,34,M,B,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+James Midkiff,8/16/2017,shot,gun,54,M,W,Livermore,CA,TRUE,attack,Not fleeing,FALSE
+Peter Daniel Grima,8/17/2017,shot,undetermined,65,M,W,Crenshaw County,AL,FALSE,undetermined,Not fleeing,FALSE
+Edgar Ramirez Carreto,8/17/2017,shot,knife,28,M,H,Phoenix,AZ,TRUE,other,Not fleeing,FALSE
+Leroy Frank,8/18/2017,shot,knife,60,M,,Bloomfield,NJ,FALSE,other,Not fleeing,FALSE
+Clarence Belsar III,8/18/2017,shot,gun,26,M,W,Fairchance,PA,FALSE,attack,Not fleeing,FALSE
+Derrick Rashard Brabham,8/18/2017,shot,gun,25,M,B,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Thomas Justin Walton,8/19/2017,shot,Taser,32,M,W,Homewood,AL,FALSE,attack,Not fleeing,FALSE
+Jonathan Bolger,8/20/2017,shot,gun,44,M,W,Yellville,AR,FALSE,other,Not fleeing,FALSE
+Keshawn Wilson,8/20/2017,shot,gun,32,M,B,Brick,NJ,FALSE,attack,Not fleeing,FALSE
+TK TK,8/20/2017,shot,undetermined,,M,,Madera,CA,FALSE,other,Foot,FALSE
+Jeffrey Jacobs,8/21/2017,shot,toy weapon,42,M,W,Morganton,NC,FALSE,attack,Not fleeing,FALSE
+Dennia Flowers,8/21/2017,shot,gun,66,M,W,Colorado City,CO,FALSE,attack,Not fleeing,FALSE
+Tyler Whitmire,8/21/2017,shot,knife,22,M,W,Franklin,WI,TRUE,other,Other,FALSE
+Nathaniel Richmond,8/21/2017,shot,gun,51,M,B,Steubenville,OH,FALSE,attack,Not fleeing,FALSE
+Thomas Selje,8/21/2017,shot,gun,64,M,W,Pardeeville,WI,FALSE,attack,Not fleeing,FALSE
+Kiwi Herring,8/22/2017,shot,knife,30,F,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Henry Rivera Jr.,8/22/2017,shot,,71,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+Robert Earl Adams,8/22/2017,shot,knife,30,M,W,Orcutt,CA,FALSE,other,Foot,FALSE
+Konstantin Morozov,8/22/2017,shot,gun,48,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Mark Aaron Jensen,8/22/2017,shot,gun,56,M,W,Durham,CA,TRUE,attack,Not fleeing,FALSE
+Ciara Howard,8/23/2017,shot,gun,26,F,W,Olathe,KS,TRUE,other,Not fleeing,FALSE
+Colton Puckett,8/24/2017,shot,gun,28,M,W,Waterford Township,MI,TRUE,other,Not fleeing,FALSE
+Isaias Raziel Ochoa,8/24/2017,shot,gun,19,M,H,Lemon Grove,CA,FALSE,attack,Foot,FALSE
+Scott Mayfield,8/24/2017,shot,gun,24,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Daniel Blyler,8/25/2017,shot,gun,44,M,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Kristen Ambury,8/25/2017,shot,gun,28,F,W,Sunrise,FL,TRUE,undetermined,Not fleeing,FALSE
+Charles David Robinson,8/25/2017,shot,unarmed,47,M,B,Woodville,GA,FALSE,attack,Foot,FALSE
+Michael Malik Kawon Lee,8/26/2017,shot,gun,18,M,B,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+William Wilson,8/27/2017,shot,gun,26,M,H,Farmington,NM,FALSE,attack,Not fleeing,FALSE
+Jason Hoops,8/27/2017,shot,gun,33,M,W,Kettering,OH,FALSE,other,Not fleeing,FALSE
+Dwayne Martin,8/27/2017,shot,knife,34,M,W,Sharpsburg,KY,FALSE,attack,Foot,FALSE
+Kostatinos Sfaelos,8/28/2017,shot,gun,62,M,W,New Milford,CT,FALSE,attack,Foot,FALSE
+William Matthew Holmes,8/28/2017,shot,undetermined,24,M,B,Newton,KS,TRUE,attack,Car,TRUE
+Ricky Ard,8/29/2017,shot,baseball bat,55,M,B,Evansville,IN,TRUE,other,Not fleeing,TRUE
+Larry Moore Miller,8/29/2017,shot,gun,68,M,,Jacksonville,AL,FALSE,attack,Not fleeing,FALSE
+Joshua Mark Cloud,8/29/2017,shot,gun,22,M,W,Lincoln Parish,LA,FALSE,attack,Not fleeing,FALSE
+Brandy Caldwell,8/29/2017,shot,gun,46,F,W,Watagua,TX,TRUE,other,Not fleeing,FALSE
+Anthony Antonio Ford,8/30/2017,shot,unarmed,27,M,B,Miami,FL,FALSE,other,Foot,FALSE
+Thomas Daniel Littlecloud,8/30/2017,shot,gun,32,M,N,Sacramento,CA,FALSE,attack,Car,FALSE
+Issac Cervantes,8/31/2017,shot,gun,22,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Debi Lynn Thorkelson,8/31/2017,shot,gun,54,F,W,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Michael Battles,9/1/2017,shot,toy weapon,32,M,W,Poultney,VT,TRUE,attack,Not fleeing,FALSE
+Roger Helgerson,9/1/2017,shot,unknown weapon,45,M,W,Mount Hope,WI,FALSE,other,Foot,FALSE
+Daniel Gillis,9/1/2017,shot,knife,36,M,W,Pittsfield,MA,TRUE,other,Foot,FALSE
+TK TK,9/2/2017,shot,gun,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Antwon Springer,9/3/2017,shot,gun,37,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,FALSE
+Henry Stephen Rakoz,9/3/2017,shot,gun,47,M,W,Longview,WA,FALSE,other,Not fleeing,FALSE
+William Porubsky,9/3/2017,shot,unarmed,30,M,W,Akron,OH,TRUE,attack,Not fleeing,TRUE
+Jarvis Hayes,9/3/2017,shot,,31,M,B,Myrtle Beach,SC,FALSE,attack,Car,FALSE
+Shane Marsh,9/4/2017,shot,knife,44,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+James Fuller,9/4/2017,shot and Tasered,chair,52,M,W,Columbus,GA,FALSE,attack,Not fleeing,FALSE
+TK TK,9/5/2017,shot,,,F,,Spring,TX,FALSE,attack,Car,FALSE
+John Timmons,9/5/2017,shot,gun,67,M,,Hohenwald,TN,FALSE,other,Not fleeing,FALSE
+Daniel Wheelock,9/5/2017,shot,knife,16,M,W,Kendale Lakes,FL,FALSE,attack,Not fleeing,FALSE
+Rueben Galindo,9/6/2017,shot,gun,29,M,H,Charlotte,NC,FALSE,other,Not fleeing,FALSE
+Timothy Elam,9/6/2017,shot,unarmed,42,M,W,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Miguel Richards,9/6/2017,shot,knife,31,M,B,New York,NY,TRUE,other,Not fleeing,TRUE
+Eric Dwan Arnold,9/7/2017,shot,gun,41,M,B,Sacramento,CA,FALSE,attack,Car,FALSE
+Billy Joe Elmore,9/8/2017,shot,gun,45,M,W,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Michael Culhane,9/8/2017,shot,undetermined,50,M,W,Monett,MO,TRUE,other,Not fleeing,FALSE
+Ervin Eugene Sweat Jr.,9/9/2017,shot,gun,26,M,B,Arcata,CA,FALSE,attack,Not fleeing,FALSE
+Erick Perez,9/10/2017,shot,gun,22,M,H,Youngtown,AZ,FALSE,attack,Not fleeing,FALSE
+Joseph Charles Cook,9/10/2017,shot,gun,76,M,W,Huntersville,NC,FALSE,attack,Not fleeing,FALSE
+Frankie Santos,9/10/2017,shot,gun,58,M,H,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Hight,9/10/2017,shot,gun,32,M,W,Plano,TX,FALSE,attack,Not fleeing,FALSE
+Juan Flores,9/10/2017,shot,,19,M,H,Chicago,IL,FALSE,attack,Not fleeing,TRUE
+Thomas Addison,9/11/2017,shot,unknown weapon,25,M,N,Great Falls,MT,FALSE,other,Foot,FALSE
+Brian Patrick Allen,9/11/2017,shot,gun,48,M,W,Hixson,TN,FALSE,attack,Car,FALSE
+Vincent Edward Hernandez Jr,9/11/2017,shot,toy weapon,39,M,H,Bassett,CA,FALSE,attack,Not fleeing,FALSE
+Rodolfo Ballardo,9/13/2017,shot,gun,31,M,H,Quartzsite,AZ,FALSE,attack,Car,FALSE
+Gary Joe McCourt,9/14/2017,shot,knife,50,M,W,Frametown,WV,FALSE,attack,Not fleeing,FALSE
+Ruben Urbina,9/15/2017,shot,crowbar,15,M,H,Haymarket,VA,FALSE,other,Not fleeing,FALSE
+Matthew Michael McTague,9/15/2017,shot,,48,M,W,Hallandale Beach,FL,TRUE,attack,Car,FALSE
+Jacob Dominguez,9/15/2017,shot,unarmed,32,M,H,San Jose,CA,FALSE,other,Car,FALSE
+Scout Schultz,9/16/2017,shot,knife,21,,W,Atlanta,GA,TRUE,other,Not fleeing,FALSE
+Nicholas K. Perkins,9/17/2017,shot,gun,37,M,W,Oak Harbor,WA,TRUE,attack,Not fleeing,FALSE
+Brian Ziro,9/17/2017,shot,gun,21,M,B,West Milford,WV,FALSE,attack,Foot,FALSE
+Eric Alvarez,9/17/2017,shot and Tasered,knife,40,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Jesse VanSipe,9/18/2017,shot,gun,33,M,W,Piedmont,AL,TRUE,other,Not fleeing,FALSE
+Joshua Stubbs,9/19/2017,shot,gun and knife,25,M,W,Monroe,NC,FALSE,attack,Car,TRUE
+Jimme Knight Smith,9/19/2017,shot,gun,55,M,W,Independence,VA,TRUE,attack,Not fleeing,FALSE
+Randall Ross,9/19/2017,shot,undetermined,53,M,W,Bernice,LA,FALSE,undetermined,,FALSE
+TK TK,9/19/2017,shot,gun,,M,,La Porte,TX,TRUE,attack,Not fleeing,FALSE
+David Scott,9/19/2017,shot,knife,27,M,W,Chula Vista,CA,TRUE,attack,Not fleeing,FALSE
+Magdiel Sanchez,9/20/2017,shot,pipe,35,M,H,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Eddie Russell Jr.,9/20/2017,shot,gun,25,M,B,Peoria,IL,TRUE,other,Not fleeing,FALSE
+Haraesheo Rice,9/20/2017,shot,gun,31,M,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Mack Brinkley,9/21/2017,shot,gun,70,M,W,Boswell,OK,FALSE,attack,Car,FALSE
+Matthew Wells,9/21/2017,shot,knife,40,M,W,Tacoma,WA,TRUE,other,Not fleeing,FALSE
+Austin Dunsmore,9/21/2017,shot,undetermined,25,M,O,Denver,CO,FALSE,other,Car,FALSE
+Jose Felix Reyes,9/21/2017,shot,,38,M,H,Rockwall,TX,FALSE,attack,Car,FALSE
+Alexander Ochoa,9/22/2017,shot,gun and knife,26,M,H,Oceanside,CA,FALSE,attack,Not fleeing,FALSE
+Dillan Tabares,9/22/2017,shot,gun,27,M,O,Huntington Beach,CA,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2017,shot,undetermined,,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Scott Farnsworth,9/22/2017,shot,gun,28,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Bryan Wright,9/22/2017,shot,gun,40,M,W,Hattiesburg,MS,FALSE,attack,Not fleeing,FALSE
+Scott Michael Chamberlain,9/22/2017,shot,,44,M,W,Brooksville,FL,TRUE,attack,Car,FALSE
+Damien Murray,9/24/2017,shot,gun,39,M,B,San Francisco,CA,FALSE,other,Not fleeing,TRUE
+Jarred Burke,9/24/2017,shot,gun,24,M,W,New Castle,IN,FALSE,attack,Foot,FALSE
+Anthony Robinson,9/25/2017,shot,gun,32,M,B,Palmetto,FL,FALSE,attack,Foot,FALSE
+Cody O'Bryan,9/25/2017,shot,Taser,31,M,W,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Jeffory Hughes,9/26/2017,shot,gun,50,M,W,Fairview,TN,FALSE,attack,Not fleeing,FALSE
+Roger Craig Nielsen,9/26/2017,shot,gun,31,M,W,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Craig A. Johnson,9/26/2017,shot,gun,50,M,W,Coolin,ID,FALSE,other,Not fleeing,FALSE
+Demilo Trayuon Hodge,9/27/2017,shot,gun,45,M,B,Emeryville,CA,FALSE,attack,Car,FALSE
+Anthony Wallace,9/27/2017,shot,gun,44,M,W,Spring Hill,FL,FALSE,attack,Car,FALSE
+Guy Lynn Scott,9/27/2017,shot,gun,48,M,W,Griffin,GA,TRUE,attack,Not fleeing,FALSE
+Michael Bruce Peterson,9/28/2017,shot,baton,39,M,W,Salt Lake City,UT,FALSE,other,Not fleeing,FALSE
+Dominique Tyrell White,9/28/2017,shot,gun,30,M,N,Topeka,KS,FALSE,attack,Foot,FALSE
+Quentin Starke,9/30/2017,shot,gun,44,M,W,Columbua,IN,FALSE,attack,Car,FALSE
+Tyrell Dewayne Pinkston,9/30/2017,shot,gun,28,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Lester Jesus Machado,10/1/2017,shot,,24,M,H,Hialeah,FL,FALSE,attack,Car,FALSE
+"Marquis ""Bubba"" Jones",10/1/2017,shot,gun,27,M,B,West Burlington,IA,FALSE,other,Other,TRUE
+Anthony Gallo,10/1/2017,shot,knife,34,M,W,Canton Township,PA,TRUE,other,Not fleeing,FALSE
+Micah McComas,10/1/2017,shot,unarmed,41,M,W,Seward,AK,FALSE,other,Car,TRUE
+George Randall Newman,10/1/2017,shot,gun,26,M,W,North Fort Collins,CO,FALSE,attack,Not fleeing,TRUE
+Joshua Lanflisi,10/1/2017,shot,gun and sword,38,M,W,St. Louis,MO,TRUE,other,Not fleeing,FALSE
+Kevin Anthony Battaglia,10/2/2017,shot,gun,33,M,W,Parkton,NC,TRUE,attack,Not fleeing,FALSE
+Marquinton T. Brooks,10/2/2017,shot,gun,22,M,W,West Ouachita,LA,FALSE,other,Foot,FALSE
+John Loaiza,10/3/2017,shot,pipe,40,M,W,Jefferson City,MO,FALSE,attack,Not fleeing,FALSE
+Chad Cochell,10/4/2017,shot,,34,M,W,Spokane,WA,TRUE,other,Not fleeing,FALSE
+Sandy Guardiola,10/4/2017,shot,gun,48,F,B,Canandaigua,NY,FALSE,attack,Not fleeing,FALSE
+Jomekia Minter,10/4/2017,shot,gun,37,M,B,Thomas County,GA,FALSE,attack,Not fleeing,FALSE
+Michael Ferrell,10/4/2017,shot,gun,67,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Brandon Lee Bohanon,10/5/2017,shot,unarmed,35,M,W,Hiram,GA,FALSE,other,Not fleeing,FALSE
+Cristino Umana-Garcia,10/5/2017,shot,knife,29,M,H,Finney County,KS,TRUE,other,Not fleeing,FALSE
+Phumee Lee,10/5/2017,shot,gun,28,M,A,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+Johnny Ray Leeds,10/5/2017,shot,gun,40,M,W,Leeds,AL,FALSE,attack,,FALSE
+German Ornelas,10/5/2017,shot,knife,31,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dale Sisson,10/6/2017,shot,gun,51,M,W,Golden,CO,FALSE,attack,Car,FALSE
+Garrett Hoose,10/6/2017,shot,gun,47,M,W,Perryopolis,PA,TRUE,other,Not fleeing,FALSE
+Ernesto Padron,10/6/2017,shot,gun,52,M,H,Miami,FL,FALSE,other,Foot,FALSE
+Matthew Jonathan Luis Hurtado,10/6/2017,shot,,28,M,H,Duarte,CA,FALSE,undetermined,,FALSE
+Roberto Callejas,10/6/2017,shot and Tasered,knife,35,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Samuel David Lanham,10/7/2017,shot,gun,25,M,W,Charleston,WV,TRUE,attack,Car,FALSE
+Roberto Avendano,10/8/2017,shot,machete,,M,H,Abingdon,VA,FALSE,other,Foot,FALSE
+Sabrina Ann Garcia,10/8/2017,shot,gun,34,F,H,Mesa,AZ,TRUE,undetermined,Foot,FALSE
+Albert Garcia,10/8/2017,shot,knife,58,M,H,San Fernando,CA,FALSE,other,Not fleeing,FALSE
+Corey Boykin,10/8/2017,shot,gun,24,M,B,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Cariann Hithon,10/8/2017,shot,,22,F,B,Miami,FL,FALSE,attack,Car,FALSE
+Glenn Southwood Jr.,10/8/2017,shot,gun,46,M,W,Pinetop-Lakeside,AZ,FALSE,attack,Not fleeing,FALSE
+Daniel James,10/10/2017,shot,gun,55,M,,Rochester,WA,TRUE,attack,,FALSE
+Vincent Dronet,10/11/2017,shot,,61,M,W,Biloxi,MS,FALSE,attack,Car,FALSE
+Brandon Wade Rucker,10/11/2017,shot,gun,43,M,W,Marana,AZ,FALSE,other,Not fleeing,FALSE
+Kristian Martinez,10/11/2017,shot,unarmed,44,M,H,Valdez,CO,FALSE,attack,Foot,FALSE
+John Robert Payne,10/12/2017,shot,gun,35,M,B,Homewood,AL,TRUE,attack,Foot,FALSE
+Sean D. Brady,10/12/2017,shot,gun,29,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Paul Dolen,10/13/2017,shot,gun,57,M,W,Wayne County,KY,FALSE,attack,Not fleeing,FALSE
+J.C. Hawkins,10/13/2017,shot,gun,42,M,B,Charlottesville,VA,FALSE,attack,Foot,FALSE
+Michael David Lopez,10/14/2017,shot,undetermined,44,M,H,Torrance,CA,FALSE,other,Car,FALSE
+Eddie Sanders,10/14/2017,shot,gun,25,M,,Olivehurst,CA,FALSE,other,Not fleeing,FALSE
+Eric Garrison,10/16/2017,shot,gun,20,M,B,Baltimore,MD,FALSE,other,Foot,TRUE
+James Michael Chappell,10/16/2017,shot,gun,32,M,W,Simpsonville,SC,FALSE,attack,Not fleeing,FALSE
+Luis David Flores,10/16/2017,shot,gun,34,M,H,Picture Rocks,AZ,FALSE,other,Not fleeing,FALSE
+Ezekiel Juan Duran,10/16/2017,shot,gun,18,M,H,Atwater,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Clayton Johnson,10/16/2017,shot and Tasered,gun,31,M,W,Kingwood,TX,FALSE,attack,Car,FALSE
+DeAndre Bethea,10/17/2017,shot,,24,M,B,Hampton,VA,FALSE,other,Not fleeing,FALSE
+Daniel Spear,10/18/2017,shot,gun,35,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Mitchell Fox,10/19/2017,shot,gun,34,M,W,Clearwater,FL,TRUE,other,Not fleeing,FALSE
+Matthew Whitley,10/19/2017,shot,gun,26,M,W,Kings Mountain,NC,FALSE,attack,Other,FALSE
+Dewboy Lister,10/19/2017,shot,unarmed,55,M,B,Corpus Christi,TX,FALSE,attack,Foot,TRUE
+Steven Wayne Truex,10/19/2017,shot and Tasered,gun,38,M,W,Birmingham,AL,FALSE,other,Not fleeing,FALSE
+Jamarco McShann,10/20/2017,shot,gun,23,M,B,Moraine,OH,TRUE,attack,Not fleeing,FALSE
+Jorge Cabrera,10/20/2017,shot,knife,54,M,,Houston,TX,FALSE,other,Not fleeing,FALSE
+Phillip Joel Trammell,10/20/2017,shot,knife,30,M,W,Fort Smith,OK,FALSE,attack,Not fleeing,TRUE
+Victor Gonzalez,10/21/2017,shot,hammer,44,M,H,Cloverdale,CA,FALSE,other,Not fleeing,FALSE
+Jason Marble,10/21/2017,shot,gun,37,M,W,Girard,OH,FALSE,attack,Not fleeing,FALSE
+Nicholas Pimentel,10/22/2017,shot,unarmed,27,M,H,Ceres,CA,FALSE,other,Car,FALSE
+Johnny Bonta,10/22/2017,shot,gun,43,M,N,Sparks,NV,FALSE,attack,Not fleeing,FALSE
+Samantha Hennard,10/22/2017,shot,gun,25,F,W,St. Joseph,MO,FALSE,attack,Foot,FALSE
+Dexter David Anthony Baxter,10/22/2017,shot,unarmed,30,M,N,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+Matthew David Palaita,10/23/2017,shot,gun,35,M,H,Lodi,CA,FALSE,attack,Not fleeing,FALSE
+Ashleigh Bertucci,10/23/2017,shot,gun,31,F,W,Shelbyville,KY,TRUE,other,Not fleeing,TRUE
+George Gipp,10/23/2017,shot,undetermined,35,M,N,Standing Rock Reservation,ND,FALSE,other,Car,FALSE
+Sean Bohinski,10/24/2017,shot,unarmed,37,M,W,Plymouth Township,PA,FALSE,attack,Not fleeing,FALSE
+Brandon Uzialko,10/24/2017,shot,gun,25,M,W,Norwich,CT,FALSE,attack,Foot,FALSE
+David Campos,10/24/2017,shot and Tasered,screwdriver,34,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Timothy Earl Jackson,10/25/2017,shot,gun,33,M,B,St. Petersburg,FL,FALSE,attack,Not fleeing,FALSE
+Antonio Levison,10/25/2017,shot,gun,33,M,B,Cleveland,OH,FALSE,attack,Foot,FALSE
+Sanders Surber,10/26/2017,shot,gun,32,M,W,Fairhope,AL,FALSE,attack,Other,FALSE
+Charles L. Wallace,10/26/2017,shot,,46,M,,Erie,PA,FALSE,other,Not fleeing,FALSE
+James M. Davis,10/26/2017,shot,gun,34,M,W,Horseheads,NY,FALSE,attack,Car,FALSE
+Jerry Richardson,10/27/2017,shot,machete,46,M,B,Indiantown,FL,TRUE,other,Not fleeing,FALSE
+Danny Sanchez,10/28/2017,shot,gun and car,40,M,H,Greeley,CO,FALSE,attack,Car,FALSE
+Lucas DeFord,10/28/2017,shot,gun,27,M,N,Black River Falls,WI,FALSE,other,Car,TRUE
+Baltazar Escalona-Baez,10/28/2017,shot,knife,17,M,H,Polk County,OR,FALSE,other,Car,FALSE
+Eric Higgs,10/29/2017,shot,gun,46,M,B,Tate County,MS,FALSE,attack,Car,FALSE
+Mark Bidon,10/29/2017,shot,gun,50,M,W,Centennial,CO,FALSE,attack,Not fleeing,FALSE
+Brandon Lee Flowers,10/29/2017,shot,knife,41,M,W,New Castle,IN,FALSE,attack,Not fleeing,FALSE
+Kalin Jackson,10/29/2017,shot,,23,M,B,King of Prussia,PA,FALSE,other,Not fleeing,FALSE
+Robert James Lightfeather,10/30/2017,shot,gun,33,M,N,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Birelas-Contreras,10/31/2017,shot,knife,25,M,H,Sunnyvale,CA,FALSE,attack,Not fleeing,FALSE
+Luvelle Kennon,10/31/2017,shot,undetermined,27,M,B,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Paul Landis Gorden,10/31/2017,shot,gun,39,M,W,Livingston,TN,FALSE,attack,Not fleeing,FALSE
+Vincent Hall,10/31/2017,shot,gun,22,M,B,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Heather Denean Bubrig,10/31/2017,shot,ax,37,F,W,Las Cruces,NM,TRUE,other,Not fleeing,FALSE
+Jamee Almarez,11/1/2017,shot,gun,27,M,H,Anniston,AL,FALSE,attack,Not fleeing,FALSE
+Christopher Jacobs,11/1/2017,shot,,28,M,W,Pippa Passes,KY,FALSE,attack,Car,FALSE
+Wallace Jory,11/2/2017,shot,pitchfork,56,M,W,Sacramento,CA,TRUE,attack,Not fleeing,FALSE
+Jerry Roach,11/2/2017,shot,gun,71,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,11/2/2017,shot,gun,,M,,Inkster,MI,FALSE,attack,Not fleeing,FALSE
+Robert Powell,11/3/2017,shot,gun and car,53,M,W,Port Orange,FL,FALSE,attack,Car,FALSE
+Jorge Hidalgo,11/3/2017,shot,machete,43,M,,El Paso,TX,FALSE,other,,FALSE
+Marvin Stair,11/3/2017,shot,gun,44,M,,Batesville,AR,FALSE,attack,Not fleeing,FALSE
+Christopher Edward Loftis,11/3/2017,shot,gun and car,39,M,W,Ohatchee,AL,FALSE,attack,Car,FALSE
+Nyung Kyee,11/4/2017,shot,knife,56,M,A,Clarksville,AR,FALSE,attack,Not fleeing,FALSE
+Raymond Davis,11/4/2017,shot,gun,24,M,B,Columbus,MS,FALSE,other,Not fleeing,TRUE
+Michael Wayne Marin,11/4/2017,shot,gun,35,M,W,Parker,CO,FALSE,attack,,FALSE
+Frank Half,11/4/2017,shot,gun,30,M,N,Billings,MT,FALSE,attack,,FALSE
+Mason Johnson,11/4/2017,shot,gun,31,M,W,Owen County,IN,TRUE,attack,Not fleeing,FALSE
+Augustus Joshua Crawford,11/4/2017,shot,gun,20,M,B,Bakersfield,CA,FALSE,undetermined,Foot,FALSE
+John Quincy Grady,11/5/2017,shot,gun,35,M,W,Meridian,MS,FALSE,attack,Not fleeing,FALSE
+Marylsa Sanchez,11/5/2017,shot,,31,F,H,Rudioso,NM,FALSE,attack,Not fleeing,FALSE
+Eddie Lee Patterson,11/5/2017,shot,,49,M,B,Rockford,IL,FALSE,undetermined,Car,FALSE
+Pamela Webber,11/6/2017,shot,knife,54,F,W,Lynchburg,VA,TRUE,other,Not fleeing,FALSE
+TK TK,11/6/2017,shot,gun,48,M,W,Barstow,CA,FALSE,attack,Car,FALSE
+Talathia Brooks,11/7/2017,shot,gun,32,F,W,Marietta,GA,TRUE,attack,Not fleeing,FALSE
+Jarrett Varnado,11/7/2017,shot,gun,35,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+James Jacob Bailey,11/8/2017,shot,gun,30,M,W,Forest Park,GA,FALSE,attack,Car,FALSE
+Roger Raymond York,11/8/2017,shot,gun,32,M,W,Clinton,TN,FALSE,attack,Foot,FALSE
+Victor Demetrius Bray,11/8/2017,shot,gun,31,M,W,Roanoke,VA,FALSE,other,Not fleeing,FALSE
+Jason Ike Pero,11/8/2017,shot,knife,14,M,N,Odanah,WI,FALSE,other,Not fleeing,FALSE
+Paul Jones,11/9/2017,shot,gun,25,M,B,Salisbury,NC,FALSE,attack,Car,FALSE
+Joseph Santos,11/9/2017,shot,,32,M,W,Providence,RI,FALSE,attack,Car,TRUE
+Charles Edwin Nickels,11/9/2017,shot,gun,35,M,W,Neshoba County,MS,TRUE,attack,Not fleeing,FALSE
+Kiser L. Sturgell,11/9/2017,shot,gun,27,M,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Ashley Jenkins,11/9/2017,shot,unarmed,23,F,W,Flatwoods,KY,FALSE,other,Car,FALSE
+Terry A. Dubois,11/10/2017,shot,gun,55,M,W,Gibson,LA,TRUE,attack,Not fleeing,FALSE
+Thomas Aikens,11/10/2017,shot,knife,43,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ronald L. Klitzka,11/10/2017,shot,gun,62,M,W,Crystal,MN,TRUE,attack,Not fleeing,FALSE
+John Bazemore III,11/10/2017,shot,gun,25,M,B,Denver,CO,FALSE,other,Foot,FALSE
+TK TK,11/10/2017,shot,,,M,B,Hinds County,MS,FALSE,other,Not fleeing,FALSE
+Matthew Joseph Scudero,11/10/2017,shot,gun,50,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Shane Jensen,11/11/2017,shot,gun,19,M,W,Dakota City,IA,TRUE,attack,Other,FALSE
+Phillip Pitts,11/11/2017,shot,gun,41,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Eddy Longoria,11/11/2017,shot,gun,55,M,W,St. Tammany Parish,LA,FALSE,attack,Not fleeing,FALSE
+Larry Ruiz-Barreto,11/12/2017,shot,,19,M,H,Fall River,MA,FALSE,other,Car,FALSE
+Cornell Lockhart,11/13/2017,shot,knife,67,M,B,Tremont,NY,TRUE,attack,Not fleeing,TRUE
+Calvin Toney,11/13/2017,shot,unarmed,24,M,B,Baton Rouge,LA,FALSE,attack,Foot,TRUE
+Kevin J. Neal,11/14/2017,shot,gun,44,M,W,Rancho Tehama Reserve,CA,TRUE,undetermined,,FALSE
+Adam Brogdon,11/14/2017,shot,gun,23,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Keian Jones,11/14/2017,shot,knife,51,M,,Stockton,CA,FALSE,other,Car,FALSE
+Dustin Robert Pigeon,11/15/2017,shot,unarmed,29,M,A,Oklahoma City,OK,TRUE,other,Not fleeing,TRUE
+Thomas Barclay,11/15/2017,shot,gun,48,M,W,Anchorage,AK,FALSE,attack,Car,FALSE
+Oscar Anaya,11/15/2017,shot,gun,22,M,H,Van Nuys,CA,FALSE,attack,Car,FALSE
+TK TK,11/15/2017,shot,knife,,M,B,Jackson,MS,FALSE,other,Not fleeing,FALSE
+Phillip Van Cise,11/15/2017,shot,gun,59,M,W,Elmira,NY,TRUE,attack,Not fleeing,FALSE
+Chester Randolph Ward,11/16/2017,shot,gun,68,M,B,Cedar Lake,TX,FALSE,attack,Not fleeing,FALSE
+Martin Jim,11/17/2017,shot,unarmed,25,M,W,Albuquerque,NM,FALSE,other,Car,FALSE
+Isaac Padilla,11/17/2017,shot,unarmed,23,M,H,Albuquerque,NM,FALSE,other,Car,FALSE
+Shady Bell,11/17/2017,shot,gun,46,M,B,West Monroe,LA,FALSE,attack,Not fleeing,FALSE
+Bijan C. Ghaisar,11/17/2017,shot,unarmed,25,M,W,Fairfax,VA,FALSE,undetermined,Car,FALSE
+Seth Hardwick,11/17/2017,shot,gun,30,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Lawrence Hawkins,11/18/2017,shot,unarmed,56,M,B,Prichard,AL,FALSE,other,Car,FALSE
+Preston Bell,11/18/2017,shot,,24,M,N,Billings,MT,FALSE,attack,Car,FALSE
+Brian Calvert,11/18/2017,shot,,18,M,W,Warren County,KY,FALSE,attack,Car,FALSE
+Geronimo Vicente Santos,11/19/2017,shot,gun,34,M,,Lompoc,CA,FALSE,attack,,FALSE
+Jacob McCarty,11/19/2017,shot,gun,27,M,W,Greenville County,SC,FALSE,attack,Car,FALSE
+Matthew Donald Tobin,11/19/2017,shot,gun,26,M,W,Davenport,IA,FALSE,attack,Not fleeing,FALSE
+Seth William Johnson,11/20/2017,shot,knife,15,M,W,Gulfport,MS,FALSE,undetermined,Not fleeing,FALSE
+Emilio John Cruz Hernandez,11/23/2017,shot,gun,26,M,H,Klamath Falls,OR,FALSE,other,Foot,FALSE
+Nikolas Wanner,11/23/2017,shot,gun,32,M,W,Lebanon,MO,TRUE,attack,Not fleeing,FALSE
+Rehyen Bost-McMurray,11/23/2017,shot,gun,17,M,B,St. Louis,MO,FALSE,attack,,FALSE
+Jackie Germaine Ragland,11/23/2017,shot,gun,32,M,B,Pell City,AL,FALSE,attack,Not fleeing,FALSE
+David Leroy Thelen,11/23/2017,shot,knife,43,M,W,Holland Township,MI,TRUE,other,Not fleeing,FALSE
+Rocky Miles West,11/24/2017,shot,gun,26,M,W,Wimberley,TX,TRUE,attack,Not fleeing,FALSE
+Steve Steenhard,11/24/2017,shot,unknown weapon,51,M,W,Yuma,AZ,FALSE,undetermined,Not fleeing,FALSE
+Nelson F. Rodarte,11/25/2017,shot,gun,39,M,H,Penasco,NM,FALSE,attack,Not fleeing,FALSE
+Johnny Castro,11/26/2017,shot,gun,43,M,H,Lemoore,CA,FALSE,attack,Car,FALSE
+William Freddy Carter Jr.,11/26/2017,shot,gun,31,M,W,Huntsville,AL,FALSE,attack,Not fleeing,FALSE
+Daniel Navarro,11/26/2017,shot,knife,22,M,H,Covina,CA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Escobedo,11/27/2017,shot,gun,26,M,,Yakima,WA,FALSE,attack,Car,FALSE
+Christian Chavez,11/27/2017,shot,gun,40,M,H,South Gate,CA,TRUE,attack,Not fleeing,FALSE
+Robert Claude Smith,11/28/2017,shot,,64,M,W,Eaton County,MI,FALSE,attack,Car,FALSE
+Lucas Stone,11/28/2017,shot,gun,30,M,W,Reno,NV,FALSE,attack,Not fleeing,FALSE
+James C. Danforth,11/28/2017,shot,gun,59,M,W,Hillyard,WA,FALSE,attack,Foot,FALSE
+TK TK,11/29/2017,shot,undetermined,,M,,Three Points,AZ,FALSE,attack,,FALSE
+Aquoness Cathery,11/29/2017,shot,gun,24,M,B,Chicago,IL,FALSE,other,,TRUE
+Rufus Cedric Baker,11/30/2017,shot,gun,32,M,B,Hendersonville,NC,FALSE,other,Foot,FALSE
+Juan Andres Barillas,11/30/2017,shot,gun,37,M,H,North Hollywood,CA,FALSE,other,Car,FALSE
+Trent Fondren,12/1/2017,shot,knife,33,M,W,York,SC,FALSE,undetermined,,TRUE
+Keita O'Neil,12/1/2017,shot,unarmed,42,M,B,San Francisco,CA,FALSE,other,Car,TRUE
+Mario Guevara,12/2/2017,shot,knife,37,M,H,Colton,CA,TRUE,other,Not fleeing,FALSE
+Christopher Louis Willard,12/2/2017,shot,gun,33,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Gregory Ray Ham,12/3/2017,shot,sword,62,M,W,La Marque,TX,FALSE,attack,Not fleeing,FALSE
+Jeffrey Scott Cantrell,12/4/2017,shot,gun,46,M,W,Monticello,GA,FALSE,attack,Not fleeing,FALSE
+Mario Sanabria,12/5/2017,shot,machete,69,M,H,Bronx,NY,FALSE,other,Not fleeing,FALSE
+Johnnie D. Carter,12/5/2017,shot,gun,24,M,B,Bassett,VA,FALSE,attack,Not fleeing,FALSE
+Jean Pedro Pierre,12/6/2017,shot,unarmed,42,M,B,Lauderdale Lakes,FL,TRUE,attack,Not fleeing,TRUE
+Robert Page,12/6/2017,shot,gun,71,M,,Coral Springs,FL,TRUE,undetermined,Not fleeing,FALSE
+Scott Addison,12/6/2017,shot,gun,49,M,W,Cheyenne,WY,FALSE,attack,Not fleeing,FALSE
+Jesse Cole Shuping,12/7/2017,shot,gun,35,M,W,Peshtigo,WI,FALSE,attack,Car,FALSE
+Kyler Grabbingbear,12/7/2017,shot,undetermined,19,M,N,Denver,CO,FALSE,undetermined,Foot,FALSE
+John Souder,12/7/2017,shot,gun,40,M,W,Old Forge,PA,FALSE,attack,Car,FALSE
+Frederick Douglas Wilburn,12/7/2017,shot,,34,M,B,Tucson,AZ,FALSE,attack,Car,FALSE
+Vernchoy Saechao,12/8/2017,shot,gun,22,M,A,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Juliun Pitcher,12/9/2017,shot,gun,16,M,W,Dover,DE,FALSE,attack,Not fleeing,FALSE
+James Newman,12/9/2017,shot,gun,69,M,W,Rose Bud,AR,FALSE,attack,Not fleeing,FALSE
+Kyle Zahacefski,12/10/2017,shot,knife,24,M,W,Point Loma,CA,FALSE,other,,FALSE
+Kyle Anthony Mihecoby,12/10/2017,shot,Taser,28,M,N,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Ira Crawford,12/10/2017,shot,knife,26,M,,Mobile,AL,FALSE,attack,Not fleeing,FALSE
+Frank Lopez,12/10/2017,shot and Tasered,knife,48,M,,Artesia,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,12/11/2017,shot,gun,,M,,Seattle,WA,FALSE,attack,Car,TRUE
+Stacy Micheletti,12/11/2017,shot,unknown weapon,51,M,W,Great Falls,MT,FALSE,other,,FALSE
+Marcia Metzger Aiken,12/12/2017,shot,undetermined,50,F,,Rincon,GA,TRUE,undetermined,,FALSE
+Jeremy Patscheck,12/13/2017,shot,vehicle,,M,,Northglenn,CO,FALSE,attack,,FALSE
+TK TK,12/13/2017,shot,unknown weapon,,M,,Hamilton,AL,FALSE,other,Not fleeing,FALSE
+Zoe Dowdell,12/14/2017,shot,,20,M,B,New Britain,CT,FALSE,other,Car,FALSE
+Clifford Keller,12/15/2017,shot,gun,34,M,W,McMinnville,TN,FALSE,attack,Not fleeing,FALSE
+Robert Allen Morrison,12/15/2017,shot,gun,57,M,,Lexington,VA,FALSE,attack,Foot,FALSE
+Eric Campbell,12/15/2017,shot,gun,,M,,Yonkers,NY,FALSE,other,Car,FALSE
+Adam Radcliffe,12/15/2017,shot,,30,M,,Wilmington,DE,FALSE,other,Car,FALSE
+Michael Wilson,12/17/2017,shot,unarmed,27,M,B,Hallandale Beach,FL,FALSE,other,Car,FALSE
+TK TK,12/17/2017,shot,unknown weapon,,M,,Charleston,TN,FALSE,other,Foot,FALSE
+Willy Floyd McCord,12/17/2017,shot,gun,52,M,,Bremerton,WA,FALSE,attack,Not fleeing,FALSE
+Spencer Crumbley,12/17/2017,shot,shovel,52,M,,Valley Head,WV,FALSE,attack,Not fleeing,FALSE
+Todd A. Stone,12/18/2017,shot,hatchet,48,M,B,Oak Park,MI,FALSE,other,Not fleeing,FALSE
+Tom Heath,12/19/2017,shot,knife,56,M,,Mulberry,AR,TRUE,other,Foot,FALSE
+TK TK,12/19/2017,shot,knife,24,M,,The Colony,TX,FALSE,other,Not fleeing,FALSE
+TK TK,12/19/2017,shot,gun,,M,,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+Robert Edwards,12/20/2017,shot,toy weapon,33,M,W,Miami Township,OH,TRUE,other,Not fleeing,FALSE
+Charles McBride,12/20/2017,shot,gun,56,M,,Anchorage,AK,FALSE,attack,Not fleeing,FALSE
+Frankie Anchondo,12/20/2017,shot,unarmed,35,M,,Farmington,NM,FALSE,other,Not fleeing,FALSE
+TK TK,12/20/2017,shot,gun,,M,,Oceanside,CA,FALSE,undetermined,Foot,FALSE
+Kameron Prescott,12/21/2017,shot,unarmed,6,M,W,Schertz,TX,FALSE,other,Not fleeing,FALSE
+Amanda Lenee Jones,12/21/2017,shot,pipe,30,F,,Schertz,TX,FALSE,other,Foot,FALSE
+Jose Aguero,12/21/2017,shot,gun,26,M,H,Greeley,CO,TRUE,other,Foot,FALSE
+Ahmed Aminamin El-Mofty,12/22/2017,shot,gun,51,M,,Harrisburg,PA,FALSE,attack,Foot,FALSE
+Jeffrey John Golnick,12/22/2017,shot,gun,40,M,W,Gilbert,MN,FALSE,attack,Foot,FALSE
+Lawrence McClellon,12/22/2017,shot,gun,62,M,,Pocatello,ID,FALSE,other,Not fleeing,FALSE
+Jesse Murillo,12/23/2017,shot,metal object,32,M,,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jesse Champney,12/23/2017,shot,undetermined,26,M,,Canaan,NH,FALSE,undetermined,Not fleeing,FALSE
+Evilio Gomez,12/24/2017,shot,machete,46,M,H,Progreso,TX,FALSE,other,Not fleeing,FALSE
+Cody Dalton Eyre,12/24/2017,shot,gun,20,M,W,Fairbanks,AK,TRUE,attack,Not fleeing,TRUE
+Charlie Joseph Murillo,12/24/2017,shot,knife,25,M,,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Jacob Craig,12/25/2017,shot,gun,,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Adrian Escobar,12/25/2017,shot,gun,28,M,,Yakima,WA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Fritz Macalevy,12/25/2017,shot,gun,44,M,,Boring,OR,FALSE,attack,Car,FALSE
+Jose Garcia,12/26/2017,shot,undetermined,31,M,,Yakima,WA,TRUE,undetermined,Not fleeing,FALSE
+Robert Miller,12/26/2017,shot,gun,40,M,,Tulare,CA,FALSE,attack,Car,FALSE
+James Alan Berrones,12/26/2017,shot,gun,46,M,,Roswell,NM,FALSE,attack,,FALSE
+Jesse Scarsbrook,12/26/2017,shot,gun,28,M,B,Lawrence,IN,FALSE,attack,Car,FALSE
+Robo Raikoglo,12/26/2017,shot,gun,30,M,W,Desert Hot Springs,CA,FALSE,attack,Car,FALSE
+Brooke Amelia Camacho,12/26/2017,shot,gun,38,F,,Farmers Branch,TX,FALSE,attack,Not fleeing,FALSE
+Salvador Byassee,12/26/2017,shot,knife,34,M,,300 block of State Line Road,TN,FALSE,other,Other,FALSE
+Joshua Paul Spottedhorse,12/26/2017,shot,gun,36,M,N,Spokane,WA,FALSE,attack,Foot,TRUE
+Dennis Plowden,12/27/2017,shot,,25,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Andrew Finch,12/27/2017,shot,unarmed,28,M,W,Wichita,KS,FALSE,other,Not fleeing,FALSE
+Kenneth J. Perna-Rutsky,12/27/2017,shot,gun,38,M,W,Chester,VA,TRUE,attack,Not fleeing,FALSE
+Isaiah Christian Green,12/28/2017,shot,gun,20,M,,Dover Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Christopher Baird,12/28/2017,shot,gun,37,M,,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+Corey Bailey,12/28/2017,shot,gun,30,M,B,Elkhart,IN,FALSE,attack,Car,FALSE
+Jarvis Lykes,12/29/2017,shot,undetermined,35,M,,Columbus,GA,FALSE,other,Car,FALSE
+Marco Antonio Carlos,12/30/2017,shot,gun,31,M,H,Redwood City,CA,FALSE,attack,Not fleeing,FALSE
+Heath Wayne Hodges,12/30/2017,shot,undetermined,36,M,W,Crowell,TX,FALSE,undetermined,,FALSE
+Oscar Sandoval,12/30/2017,shot,gun,39,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Matthew Riehl,12/31/2017,shot,gun,37,M,,Highlands Ranch,CO,TRUE,attack,Not fleeing,TRUE
+Ernie Macias,12/31/2017,shot,,32,M,,Delano,CA,FALSE,other,Car,FALSE
+Mark Steven Parkinson,1/1/2018,shot,gun,65,M,W,Rossville,GA,TRUE,attack,Not fleeing,FALSE
+Archie Lawhon III,1/1/2018,shot,gun,42,M,W,Romance,AR,FALSE,attack,Not fleeing,FALSE
+Gary Johns,1/1/2018,shot,gun,65,M,W,Edgewater,FL,TRUE,attack,Not fleeing,TRUE
+Shana Diane Musquiz,1/2/2018,shot,gun,30,F,W,Camp Wood,TX,FALSE,attack,Not fleeing,FALSE
+Ronald Elliot,1/2/2018,shot,gun,49,M,W,Ozark,AR,TRUE,attack,Not fleeing,FALSE
+Louis C. Miller,1/2/2018,shot,knife,66,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Shaleem Tindle,1/3/2018,shot,gun,28,M,B,Oakland,CA,FALSE,attack,Not fleeing,FALSE
+Robert Hansen,1/4/2018,shot,gun,27,M,W,Boise,ID,FALSE,attack,Not fleeing,FALSE
+Brandon O. Cude,1/4/2018,shot,gun,31,M,W,Crandon,WI,FALSE,attack,Not fleeing,FALSE
+William B. Oleson,1/5/2018,shot,gun,46,M,W,Springfield,MO,FALSE,attack,Not fleeing,FALSE
+Ledarren D. Mixon,1/5/2018,shot,gun,28,M,B,Whitehall,OH,FALSE,attack,Not fleeing,FALSE
+Andy Vo,1/5/2018,shot,gun,35,M,A,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+Daniel Saavedra-Arreola,1/6/2018,shot,pole and knife,24,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Charles Smith Jr.,1/6/2018,shot,gun,17,M,B,Little Rock,AR,FALSE,attack,Not fleeing,FALSE
+Jonathan William Leroy,1/6/2018,shot,baseball bat,39,M,W,McLoud,OK,FALSE,other,Not fleeing,FALSE
+Richard Rangel,1/6/2018,shot,gun,21,M,W,Round Rock,TX,FALSE,attack,Not fleeing,FALSE
+Skyler Burnette,1/6/2018,shot,knife,21,M,N,Sparta,WI,FALSE,other,Not fleeing,FALSE
+Guillermo Mendoza,1/6/2018,shot,gun,57,M,H,San Carlos Park,FL,FALSE,attack,Not fleeing,FALSE
+Gregory Stough,1/6/2018,shot,vehicle,27,M,W,Manchester Township,PA,FALSE,other,Car,FALSE
+Jackie Harlan Roberts,1/6/2018,shot,gun,62,M,W,Birmingham,AL,FALSE,attack,Not fleeing,FALSE
+John Bailon,1/6/2018,shot and Tasered,unarmed,40,M,B,Los Lunas,NM,FALSE,other,Car,FALSE
+Trayvon Mitchell,1/7/2018,shot,gun,38,M,B,Lauderhill,FL,FALSE,other,Foot,FALSE
+Alejandro Valdez,1/7/2018,shot,knife,27,M,H,Santa Maria,CA,TRUE,other,Not fleeing,FALSE
+Richard R. Towler,1/7/2018,shot,gun,54,M,B,Danville,VA,FALSE,attack,Not fleeing,FALSE
+Michael Bender,1/7/2018,shot,gun,27,M,W,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Tyler Miller,1/7/2018,shot and Tasered,unarmed,51,M,W,Sedona,AZ,TRUE,other,Not fleeing,FALSE
+TK TK,1/8/2018,shot,gun,,M,,Horn Lake,MS,FALSE,attack,Car,FALSE
+Eugene Loftis,1/8/2018,shot,gun,25,M,W,Church Hill,TN,FALSE,other,Not fleeing,FALSE
+Primitivo Macias-Rodriguez,1/8/2018,shot,gun,46,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Travis Griffin,1/8/2018,shot,gun,20,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Frank William Pawul,1/8/2018,shot and Tasered,gun,32,M,W,Kansas City,MO,FALSE,attack,Foot,FALSE
+Thompson Nguyen,1/9/2018,shot,ax,27,M,A,San Jose,CA,TRUE,other,Not fleeing,TRUE
+Shalun Dique Smith,1/10/2018,shot,vehicle,21,M,B,Palmdale,CA,FALSE,other,Car,FALSE
+Jose Arroyo-Rosales,1/11/2018,shot,gun,60,M,H,Fort Worth,TX,FALSE,attack,,FALSE
+Justin Coy Adkins,1/11/2018,shot,gun,44,M,W,Lexington County,SC,FALSE,attack,Car,FALSE
+Jonathan Bennett,1/11/2018,shot,gun,23,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+Jared S.R. Williams,1/12/2018,shot,gun,31,M,W,Elko,NV,FALSE,other,Not fleeing,FALSE
+Terry Amons,1/12/2018,shot,gun,43,M,B,Pittsburg,CA,FALSE,other,Not fleeing,FALSE
+Jason D. Whittemore,1/12/2018,shot,gun,39,M,W,Scottsville,KY,FALSE,other,Not fleeing,FALSE
+Remi Sabbe,1/12/2018,shot,gun,54,M,W,Sherwood,OR,FALSE,attack,Car,FALSE
+Amanuel Dagebo,1/12/2018,shot,gun,22,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Juan Valencia,1/12/2018,shot,gun,36,M,,Puyallup,WA,FALSE,attack,Car,FALSE
+Jeffrey Alan Burleson,1/12/2018,shot,gun,37,M,W,Cave Junction,OR,FALSE,attack,Not fleeing,FALSE
+Joseph Hilton,1/13/2018,shot,gun,42,M,W,Huntersville,NC,TRUE,other,Not fleeing,TRUE
+Christian Escobedo,1/14/2018,shot,gun,22,M,H,El Sereno,CA,FALSE,other,Not fleeing,FALSE
+Robert Martinez,1/15/2018,shot,gun,42,M,H,Eugene,OR,FALSE,other,Not fleeing,FALSE
+Nathan Giffin,1/16/2018,shot,gun,32,M,W,Montpelier,VT,FALSE,undetermined,Foot,FALSE
+Victor M. Reyes,1/16/2018,shot,unknown weapon,30,M,H,Bedford,TX,FALSE,other,Not fleeing,FALSE
+Kerry Lee Nield,1/16/2018,shot,gun,53,F,W,Gooding,ID,FALSE,attack,Not fleeing,FALSE
+Bailey Turner,1/16/2018,shot and Tasered,unarmed,27,M,W,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Geraldine Townsend,1/17/2018,shot,pellet gun,72,F,B,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Jihad Merrick,1/17/2018,shot,gun,29,M,B,Nashua,IA,TRUE,attack,Car,FALSE
+Brian Gregory,1/17/2018,shot,gun,34,M,B,Memphis,TN,FALSE,other,Car,FALSE
+Donte D. Shannon,1/17/2018,shot,gun,26,M,B,Racine,WI,FALSE,attack,Foot,FALSE
+Jordan Keckhut,1/17/2018,shot,knife,22,M,H,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Joseph Edward Haynes,1/17/2018,shot,unarmed,16,M,W,Franklin County,OH,FALSE,other,Not fleeing,FALSE
+Kevin Sturgis,1/18/2018,shot,gun,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Marshall Coleman,1/19/2018,shot,knife,58,M,W,Boonville,IN,TRUE,attack,Not fleeing,FALSE
+Nicholas Daniel Moore,1/20/2018,shot,knife,23,M,W,Fairmont,MN,FALSE,other,Not fleeing,FALSE
+Jason Lappe,1/20/2018,shot,gun,44,M,W,Dunwoody,GA,FALSE,other,Not fleeing,FALSE
+Shannon Jason Cables,1/20/2018,shot,gun,46,M,W,Lake Wales,FL,FALSE,attack,Not fleeing,FALSE
+Arther McAfee Jr.,1/20/2018,shot,unarmed,61,M,B,Longview,TX,TRUE,other,Not fleeing,FALSE
+John Albers,1/20/2018,shot,,17,M,W,Overland Park,KS,TRUE,other,Car,FALSE
+Ronald Jay Lawson,1/21/2018,shot,,46,M,W,Rockledge,FL,FALSE,other,Car,FALSE
+Ilkka O. Hiironen,1/21/2018,shot,unknown weapon,35,M,W,Ebey Island,WA,TRUE,other,Not fleeing,FALSE
+Joshua Dale Prough,1/22/2018,shot,gun,36,M,W,Battle Creek,MI,TRUE,other,Not fleeing,FALSE
+Aaron Olivarez Candanoza,1/22/2018,shot,,28,M,H,Irving,TX,FALSE,other,Car,FALSE
+Jonathan Duane Atchley,1/22/2018,shot,unarmed,37,M,W,Sallisaw,OK,FALSE,other,Not fleeing,FALSE
+Edward C. Gandy,1/22/2018,shot,claimed to be armed,47,M,W,Millville,NJ,TRUE,other,,FALSE
+Joe Delira-Alires,1/22/2018,shot,gun,35,M,H,Pueblo,CO,FALSE,attack,Other,TRUE
+Joseph E. Knight,1/22/2018,shot,gun,40,M,W,Tulsa,OK,FALSE,other,Car,FALSE
+Scott Senior,1/22/2018,shot,unknown weapon,38,M,,Crescent City,CA,FALSE,attack,,FALSE
+Ricky Jerome Boyd,1/23/2018,shot,BB gun,24,M,B,Chatham County,GA,FALSE,attack,,TRUE
+Alvaro Herrera,1/23/2018,shot,pipe,18,M,H,League City,TX,FALSE,attack,Foot,FALSE
+Corey Mobley,1/23/2018,shot,unarmed,38,M,B,Bradenton,FL,TRUE,other,Car,FALSE
+Shane McVey,1/23/2018,shot,unknown weapon,54,M,W,Idaho Falls,ID,FALSE,other,Foot,FALSE
+Humberto Vera-Munoz,1/24/2018,shot,unknown weapon,27,M,H,Sparks,NV,FALSE,other,Foot,FALSE
+David Byron Kidney,1/24/2018,shot,gun,62,M,W,Union Township,MI,FALSE,attack,Not fleeing,FALSE
+William Charles Mackenzie,1/25/2018,shot,gun,66,M,W,Little Orleans,MD,FALSE,attack,Not fleeing,FALSE
+Ulises Valladares,1/25/2018,shot,unarmed,47,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Dustin Gonzales Castillo,1/25/2018,shot,knife,19,M,H,San Antonio,TX,FALSE,attack,Other,FALSE
+Steven Hutchins,1/25/2018,shot,toy weapon,27,M,W,Buford,GA,TRUE,attack,Not fleeing,FALSE
+Christopher Eric Giles,1/26/2018,shot,gun,23,M,W,Austin,TX,FALSE,attack,Car,FALSE
+Axell Vivas,1/26/2018,shot,gun,42,M,H,Las Vegas,NV,TRUE,other,,FALSE
+Nathaniel T. Edwards,1/26/2018,shot,,43,M,B,Rock Falls,IL,FALSE,attack,Car,FALSE
+Matthew Zimmerman,1/26/2018,shot,knife,42,M,W,Alton,IL,FALSE,attack,Not fleeing,FALSE
+William Pollard,1/27/2018,shot,knife,45,M,B,Walton,IN,TRUE,other,Not fleeing,FALSE
+Crystalline Barnes,1/27/2018,shot,,21,F,B,Jackson,MS,FALSE,attack,Car,FALSE
+Kirsten Kloppe,1/27/2018,shot,gun,43,F,W,San Antonio,TX,TRUE,attack,Not fleeing,FALSE
+Anthony S. McDaniel,1/28/2018,shot,gun,45,M,W,London,KY,FALSE,attack,Not fleeing,FALSE
+Billy Lewis Rucker,1/28/2018,shot,gun,33,M,B,Baltimore,MD,FALSE,attack,Foot,TRUE
+Paul David Johnson,1/28/2018,shot,gun,38,M,W,Chamblee,GA,FALSE,attack,Foot,FALSE
+Gregory Kocian,1/28/2018,shot,gun,33,M,W,Conroe,TX,FALSE,attack,Car,FALSE
+TK TK,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Car,FALSE
+Michael Hansford,1/29/2018,shot,knife,52,M,B,Bronx,NY,FALSE,other,Foot,TRUE
+Mark Renee Flores,1/29/2018,shot,knife,46,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Ricky Leon Rusche,1/30/2018,shot,unarmed,40,M,W,Pink,OK,FALSE,other,Not fleeing,FALSE
+Gilbert Salas,1/31/2018,shot,knife,20,M,H,St. James,MN,FALSE,other,Foot,FALSE
+Adrian Valdez,1/31/2018,shot,knife,39,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+James M. Burks,2/1/2018,shot,unarmed,35,M,W,Waverly,OH,TRUE,attack,Foot,FALSE
+Albert E. Morton,2/1/2018,shot,,31,M,B,Harrisburg,PA,FALSE,attack,Not fleeing,FALSE
+Daniel O. El,2/1/2018,shot,gun,32,M,B,Peoria,IL,FALSE,attack,Foot,FALSE
+William Young,2/1/2018,shot,gun,56,M,W,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Anthony Joe Williams,2/1/2018,shot,gun,37,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Alexander W. Simpson,2/1/2018,shot,gun,32,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Brett Dontae Bush,2/1/2018,shot,knife,28,M,B,Clayton,GA,FALSE,other,Other,FALSE
+Taylor Schnortz,2/1/2018,shot,gun,26,M,W,Helena,MT,TRUE,other,,FALSE
+Billy Ray Riggs,2/1/2018,shot,vehicle,38,M,,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Charlie Shoupe,2/2/2018,shot,knife,27,M,W,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+TK TK,2/2/2018,shot,gun,,M,,Winters,TX,TRUE,attack,Not fleeing,FALSE
+Mitchell Kitchen,2/3/2018,shot,toy weapon,,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Alan Greenough,2/3/2018,shot,unarmed,43,M,W,Reading,MA,FALSE,other,Foot,FALSE
+Ernie Lizana,2/3/2018,shot,gun,49,M,W,Gulfport,MS,FALSE,attack,Foot,FALSE
+Anthony Jacob Weber,2/4/2018,shot,gun,16,M,B,Los Angeles,CA,FALSE,other,Foot,FALSE
+Jason Richard Sienze,2/5/2018,shot,gun,35,M,W,Nice,CA,FALSE,other,Not fleeing,FALSE
+Manuel Zetina,2/5/2018,shot,gun,19,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+James Benny Hobbs,2/6/2018,shot,unarmed,59,M,W,St. Augustine,FL,FALSE,other,Not fleeing,FALSE
+Alex Duran,2/6/2018,shot,knife,29,M,H,Denver,CO,FALSE,other,Not fleeing,FALSE
+Paul Mono,2/6/2018,shot,gun,65,M,,Laguna Woods,CA,FALSE,attack,Not fleeing,FALSE
+Cesar Bautista,2/6/2018,shot,,37,M,H,Los Angeles,CA,FALSE,other,Car,FALSE
+Hugo Steven Selva,2/7/2018,shot and Tasered,,22,M,W,Lantana,FL,FALSE,attack,Car,FALSE
+Lloyd Harris,2/8/2018,shot,BB gun,40,M,W,Antioch,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Colon,2/8/2018,shot,knife,35,M,H,Grant-Valkaria,FL,TRUE,other,Not fleeing,FALSE
+Tierre Guthrie,2/9/2018,shot,gun,39,M,B,Locust Grove,GA,FALSE,attack,Not fleeing,FALSE
+David Darden,2/9/2018,shot,vehicle,36,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+John Hamilton,2/9/2018,shot,gun,78,M,W,Flagstaff,AZ,FALSE,other,Not fleeing,TRUE
+Steven Tyler Reed,2/10/2018,shot,toy weapon,25,M,W,Columbus,OH,FALSE,undetermined,Foot,FALSE
+Troy Jacques,2/10/2018,shot,gun,41,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Michael Weber,2/10/2018,shot,gun,63,M,W,Kingman,AZ,FALSE,attack,Not fleeing,TRUE
+Sidney T. Richardson,2/10/2018,shot and Tasered,machete,48,M,B,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Benjamin Gregware,2/11/2018,shot,gun,42,M,W,Bolton,VT,TRUE,other,Not fleeing,FALSE
+Mark Daniels,2/11/2018,shot,gun,39,M,B,Pittsburgh,PA,FALSE,attack,Foot,FALSE
+TK TK,2/11/2018,shot,gun,,M,,Grant,OK,FALSE,attack,Not fleeing,FALSE
+Raymond Bishop,2/12/2018,shot,gun,84,M,W,Homestead,FL,TRUE,attack,Not fleeing,FALSE
+Ronnell Foster,2/13/2018,shot,unarmed,33,M,B,Vallejo,CA,FALSE,attack,Foot,FALSE
+Peter Le,2/13/2018,shot,gun and knife,52,M,A,Denver,CO,FALSE,other,Not fleeing,FALSE
+Dawn Elika Center,2/13/2018,shot,gun,48,F,W,Willits,CA,FALSE,other,Car,FALSE
+TK TK,2/14/2018,shot,gun,,M,,Fort Worth,TX,FALSE,attack,Foot,FALSE
+Jimmy Terry,2/14/2018,shot,knife,30,M,B,Merrillville,IN,TRUE,attack,Not fleeing,FALSE
+Travis D. Tucker,2/14/2018,shot,gun,29,M,W,Kokomo,IN,FALSE,other,Not fleeing,FALSE
+Preston Ray Holloway,2/14/2018,shot,gun,27,M,W,Belton,MO,TRUE,attack,Other,FALSE
+Donald Fulton,2/14/2018,shot,gun,41,M,W,Mobile,AL,TRUE,attack,Not fleeing,FALSE
+Arthur Joseph Gonzales,2/15/2018,shot,gun,57,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Fordell Hill,2/15/2018,shot,gun,27,M,N,Montezuma Creek,UT,FALSE,attack,Car,FALSE
+Wesley Taylor,2/15/2018,shot,gun,58,M,W,Henderson,NC,FALSE,attack,Not fleeing,FALSE
+Tim Berger,2/16/2018,shot,unknown weapon,59,M,W,Cocoa Beach,FL,TRUE,undetermined,,FALSE
+Odrey Paul Reed,2/16/2018,shot,undetermined,39,M,W,Sissonville,WV,TRUE,undetermined,,FALSE
+Lamar Green,2/17/2018,shot,gun,28,M,B,Inwood,WV,FALSE,attack,Not fleeing,FALSE
+Ryan Batchelder,2/17/2018,shot,,28,M,W,Hernando,FL,FALSE,other,Not fleeing,FALSE
+Nathaniel Montoya,2/17/2018,shot,,23,M,H,Las Cruces,NM,FALSE,other,Car,FALSE
+Paul Stanley Strickland,2/17/2018,shot,gun,55,M,W,Catoosa,OK,TRUE,attack,Not fleeing,FALSE
+Ernest Manuel Montelongo,2/18/2018,shot,gun,33,M,H,Guadalupe County,TX,FALSE,attack,Car,FALSE
+Jason Seavers,2/19/2018,shot,gun,41,M,,Seattle,WA,FALSE,attack,Not fleeing,FALSE
+Thomas Vincent Alvarez,2/19/2018,shot,gun,23,M,H,Austin,TX,TRUE,attack,Other,FALSE
+Lawrence Shaw,2/19/2018,shot,knife,45,M,B,Denton,TX,FALSE,other,Foot,TRUE
+Glenn Tyndell,2/21/2018,shot,gun,37,M,B,Fort Washington,MD,FALSE,attack,Car,FALSE
+Lonnie Smith,2/21/2018,shot,gun,21,M,B,Montgomery,AL,FALSE,attack,Foot,FALSE
+Michael Andrew Schieffer,2/21/2018,shot,gun,27,M,W,Stutsman County,ND,FALSE,attack,Car,FALSE
+Edward Hallinan,2/21/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Lee Edward Bonner,2/21/2018,shot,gun,37,M,B,Jackson,MS,FALSE,attack,Foot,FALSE
+Darion Baker,2/21/2018,shot,unarmed,22,M,B,Stratford,TX,FALSE,other,Car,FALSE
+Joshua D. Babb,2/22/2018,shot,gun,26,M,B,Church Hill,TN,FALSE,other,,FALSE
+Jacob Uptain,2/22/2018,shot,gun,27,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Mario Dantoni Bass,2/23/2018,shot,unarmed,37,M,B,Woodbridge,VA,FALSE,other,Foot,FALSE
+Douglas Kemp,2/23/2018,shot,toy weapon,58,M,W,Evansville,IN,FALSE,other,Not fleeing,FALSE
+Randall Beymer,2/24/2018,shot,toy weapon,62,M,W,Monongalia,WV,FALSE,attack,Not fleeing,TRUE
+Haydon Taylor,2/25/2018,shot,knife,25,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,FALSE
+Douglas Oneyear,2/25/2018,shot,sword,36,M,W,Casper,WY,FALSE,other,Foot,FALSE
+TK TK,2/25/2018,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Aaron Clifford Fike,2/26/2018,shot,gun,27,M,W,Crawford County,OH,FALSE,attack,Foot,FALSE
+Joshua Kinnard,2/26/2018,shot,gun,37,M,W,Gilbert,AZ,FALSE,attack,,FALSE
+Ethan Straub,2/26/2018,shot,gun,25,M,W,Wamego,KS,FALSE,attack,Not fleeing,FALSE
+William Watson,2/26/2018,shot,gun,40,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Orbel Nazarians,2/26/2018,shot and Tasered,machete,22,M,W,Los Angeles,CA,TRUE,other,Not fleeing,TRUE
+Marlon Smith,2/27/2018,shot,gun,29,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Dustin James Case,2/27/2018,shot,gun,20,M,W,Chester,SC,FALSE,other,Car,TRUE
+Curtis Bradley Ware,2/27/2018,shot,gun,33,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Qawi A. Muhammad,2/28/2018,shot,gun,48,M,B,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Ernesto Michel,2/28/2018,shot,unknown weapon,47,M,H,Alamosa,CO,FALSE,other,Not fleeing,FALSE
+Timothy M. Gray,3/1/2018,shot,machete,40,M,B,Henrico,VA,FALSE,other,Car,FALSE
+Joel Jacobo,3/1/2018,shot,unknown weapon,29,M,H,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jose D. Gomez Burgos,3/2/2018,shot,unknown weapon,29,M,H,Bristol Township,PA,FALSE,other,Not fleeing,FALSE
+Stephen Hudak,3/2/2018,shot,gun,44,M,W,Glendale,AZ,FALSE,attack,Foot,FALSE
+Christopher Race,3/2/2018,shot,knife,36,M,W,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/2/2018,shot,undetermined,31,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Erik Dunham,3/2/2018,shot,gun,48,M,W,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+James Vaughn,3/2/2018,shot,unknown weapon,49,M,B,Clarksville,TX,FALSE,attack,Not fleeing,TRUE
+Amanda Alvarez,3/3/2018,shot,piece of wood,38,F,H,Pima County,AZ,FALSE,other,Not fleeing,FALSE
+Michael McEntee,3/3/2018,shot,gun,70,M,,Johnson County,MO,FALSE,attack,Not fleeing,FALSE
+Marvin McMillian,3/3/2018,shot,gun,41,M,B,Gulfport,MS,FALSE,attack,Not fleeing,FALSE
+Angel Luis Ortiz,3/4/2018,shot,toy weapon,,M,H,Abington Township,PA,FALSE,other,Not fleeing,FALSE
+Brandon Kuhlman,3/5/2018,shot,gun,28,M,W,Sandpoint,ID,TRUE,attack,Not fleeing,FALSE
+David Willoughby,3/5/2018,shot,toy weapon,33,M,W,Carroll County,GA,FALSE,attack,Not fleeing,FALSE
+Ryan L. Smith,3/5/2018,shot,knife,44,M,W,Lakeland,FL,TRUE,other,Foot,FALSE
+Robert Lewis Yates,3/5/2018,shot,gun,65,M,W,Barnwell,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,3/5/2018,shot,gun,,M,,Kansas City,MO,FALSE,attack,,FALSE
+Steven Dalton,3/5/2018,shot,gun,35,M,W,Oil Springs,KY,TRUE,attack,Not fleeing,FALSE
+Andrew Rossi,3/5/2018,shot,knife,25,M,W,Farmington,NM,FALSE,other,Not fleeing,FALSE
+Michael Kline,3/6/2018,shot,gun,40,M,W,North Manchester,IN,FALSE,attack,Not fleeing,TRUE
+Michael Reynolds,3/6/2018,shot,gun,36,M,W,Terre Haute,IN,TRUE,attack,Not fleeing,FALSE
+Steven Peters,3/6/2018,shot,gun,55,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Jesus Delgado-Duarte,3/6/2018,shot,gun,19,M,H,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Louis Troy Risinger,3/6/2018,shot,gun,70,M,W,Shelbyville,TX,FALSE,other,Not fleeing,FALSE
+James E. Waters,3/6/2018,shot,gun,37,M,B,Clinton,MO,TRUE,attack,Not fleeing,FALSE
+Donald McFarlane,3/7/2018,shot,gun,53,M,W,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Amelia Huron-Macias,3/7/2018,shot,unarmed,84,F,W,Bexar County,TX,FALSE,other,Not fleeing,FALSE
+Victor Ancira,3/7/2018,shot and Tasered,pick-axe,46,M,H,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamil Harvey,3/8/2018,shot,gun,29,M,B,Spotsylvania,VA,FALSE,attack,Other,FALSE
+TK TK,3/8/2018,shot,toy weapon,,M,,Pottstown,PA,TRUE,other,Not fleeing,FALSE
+Dwight Heckman,3/8/2018,shot,gun,27,M,N,Pilot Station,AK,FALSE,attack,Foot,FALSE
+TK TK,3/8/2018,shot,undetermined,,M,,Jurupa Valley,CA,FALSE,undetermined,,FALSE
+Alkeeta Allena Walker,3/9/2018,shot,knife,32,F,W,Tarpon Springs,FL,FALSE,other,Not fleeing,FALSE
+David Gardea,3/9/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Hieu Than,3/9/2018,shot,knife,38,M,A,Arlington,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Stacey Reynolds,3/10/2018,shot,gun,20,M,B,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Orion Godbout,3/10/2018,shot,gun,45,M,H,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Joshua Pawlik,3/11/2018,shot,gun,32,M,W,Oakland,CA,TRUE,attack,Not fleeing,FALSE
+Andy Lucero,3/11/2018,shot,gun,48,M,H,Fort Sumner,NM,FALSE,other,Foot,FALSE
+Juan Garcia Alvarez,3/11/2018,shot,gun,57,M,H,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Decynthia Clements,3/12/2018,shot,knife,34,F,B,Elgin,IL,TRUE,other,Car,TRUE
+Jaden Marsh,3/12/2018,shot,gun,16,M,W,Midland,MI,TRUE,attack,Foot,FALSE
+Kenneth Scott Townley,3/12/2018,shot,gun,47,M,W,Blackman Township,MI,FALSE,attack,Foot,FALSE
+Brisco Tim Woodell,3/12/2018,shot,gun,61,M,W,Lexington,NC,FALSE,attack,Not fleeing,FALSE
+Justin Lee Dietrich,3/12/2018,shot,,32,M,W,West Fargo,ND,FALSE,attack,Car,FALSE
+Corky Lee Oliver,3/12/2018,shot,gun,31,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Michael Ward,3/12/2018,shot and Tasered,baseball bat,46,M,B,Manhasset,NY,FALSE,attack,Not fleeing,FALSE
+Jontell Reedom,3/12/2018,shot and Tasered,baton,27,M,B,Tulare,CA,TRUE,attack,Foot,FALSE
+Bryan Liles,3/13/2018,shot,gun,31,M,W,Sandy,UT,FALSE,other,Not fleeing,FALSE
+Ryan Chapman,3/14/2018,shot,,26,M,W,Keizer,OR,FALSE,other,Foot,FALSE
+Shermichael Ezeff,3/14/2018,shot,unarmed,31,M,B,East Baton Rouge,LA,TRUE,attack,Not fleeing,FALSE
+TK TK,3/14/2018,shot,unknown weapon,,M,,Parmelee,SD,FALSE,other,,FALSE
+Cameron Hall,3/15/2018,shot and Tasered,unarmed,27,M,B,Casa Grande,AZ,FALSE,attack,Not fleeing,FALSE
+James Alfonso Vaughn,3/16/2018,shot,gun,49,M,B,Clarksville,TN,FALSE,attack,Not fleeing,FALSE
+Mark Clinton Harrell,3/16/2018,shot,knife,26,M,W,Jonesborough,TN,TRUE,other,Foot,FALSE
+William Langfitt,3/16/2018,shot,knife,28,M,W,Elk Plain,WA,TRUE,other,Not fleeing,FALSE
+Bobby Lovin,3/16/2018,shot,ax,62,M,W,Burnsville,NC,FALSE,other,,FALSE
+TK TK,3/16/2018,shot,undetermined,34,M,,Harris County,TX,FALSE,attack,Not fleeing,FALSE
+Osbaldo Jimenez Ramirez,3/17/2018,shot,gun,50,M,H,Valley View,CA,FALSE,other,Car,FALSE
+TK TK,3/18/2018,shot,,,M,,Lancaster,TX,FALSE,attack,Car,FALSE
+Stephon Clark,3/18/2018,shot,unarmed,23,M,B,Sacramento,CA,FALSE,other,Foot,TRUE
+Manuel Borrego,3/18/2018,shot,knife,40,M,H,South El Monte,CA,FALSE,other,Foot,FALSE
+Quintin J. Horner,3/19/2018,shot,gun,50,M,N,Utica,KY,FALSE,attack,Other,FALSE
+Michael Lavelle Holliman,3/19/2018,shot,crossbow,50,M,W,Lone Rock,AR,FALSE,other,Not fleeing,FALSE
+Steven Nguyen,3/19/2018,shot,unarmed,27,M,A,Denver,CO,FALSE,other,Car,FALSE
+Jermaine Massey,3/19/2018,shot and Tasered,knife,35,M,B,Greenville,SC,FALSE,other,Not fleeing,TRUE
+Joel Pflum,3/20/2018,shot,gun,32,M,W,Scott County,KY,FALSE,attack,Not fleeing,FALSE
+Kent Earl Pittman,3/20/2018,shot,gun,56,M,W,Timberlake,NC,TRUE,attack,Not fleeing,FALSE
+Chance Christopher Haegele,3/20/2018,shot,gun,20,M,W,Winter Haven,FL,TRUE,attack,Not fleeing,FALSE
+Scott Mielentz,3/20/2018,shot,gun,56,M,W,Princeton,NJ,FALSE,other,Not fleeing,FALSE
+Duane Preciado,3/21/2018,shot,gun,39,M,N,Owasso,OK,TRUE,attack,Not fleeing,TRUE
+Mark Allen Lunn,3/21/2018,shot,knife,47,M,W,Mannford,OK,TRUE,other,Not fleeing,FALSE
+Jason M. Raffaeli,3/21/2018,shot,gun,25,M,W,Amelia Island,FL,TRUE,attack,Not fleeing,FALSE
+Jehad Eid,3/21/2018,shot,gun,21,M,A,San Francisco,CA,FALSE,attack,Not fleeing,FALSE
+Angel Uolla,3/21/2018,shot,knife,18,M,H,Littlefield,TX,FALSE,attack,Foot,FALSE
+Santiago Calderon,3/22/2018,shot,gun,36,M,H,Aurora,IL,FALSE,attack,Foot,FALSE
+Danny Thomas,3/22/2018,shot,unarmed,35,M,B,Greenspoint,TX,TRUE,attack,Not fleeing,FALSE
+Michael Leroy McGinnis,3/23/2018,shot,gun,29,M,W,Abilene,TX,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Young,3/23/2018,shot,unarmed,32,M,,Bogalusa,LA,FALSE,attack,Not fleeing,FALSE
+Steven Cortez,3/23/2018,shot,gun,20,M,H,Childress,TX,FALSE,attack,Foot,FALSE
+Linus F. Phillip,3/23/2018,shot,,30,M,B,Largo,FL,FALSE,attack,Not fleeing,FALSE
+Kevin Hall,3/23/2018,shot,unknown weapon,40,M,W,Genesee Township,MI,FALSE,other,Car,FALSE
+Robert Vega,3/23/2018,shot,incendiary device,48,M,H,Douglas,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,3/23/2018,shot,unknown weapon,,M,,Scottsdale,AZ,FALSE,other,Not fleeing,FALSE
+Kevin Robles,3/23/2018,shot and Tasered,knife,23,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Nikolai Yakunin,3/24/2018,shot,unarmed,42,M,W,Nikolaevsk,AK,FALSE,attack,Not fleeing,FALSE
+Zander M. Clark,3/24/2018,shot,knife,20,M,N,Anchorage,AK,FALSE,other,Foot,FALSE
+Kaitlin Marie Demeo,3/24/2018,shot,gun,25,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Hugo Alvarez,3/25/2018,shot,gun,28,M,H,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Nathan C. Castle,3/26/2018,shot,gun,34,M,W,Wise County,VA,FALSE,other,Car,FALSE
+Juan Carlos Romero,3/27/2018,shot,gun,41,M,H,Sanford,NC,FALSE,attack,Not fleeing,TRUE
+Isaac Michael Scroggie,3/27/2018,shot,unarmed,24,M,W,Midway,FL,TRUE,attack,Other,TRUE
+Evan Bashir,3/27/2018,shot,unknown weapon,29,M,W,Nampa,ID,FALSE,undetermined,Not fleeing,FALSE
+Holly Knighton,3/27/2018,shot,vehicle,33,F,W,Montgomery,AL,FALSE,attack,Car,FALSE
+Jose Aaron Gonzalez,3/27/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+William John Dominguez,3/28/2018,shot,gun and knife,31,M,W,Stillwater,OK,TRUE,other,Not fleeing,FALSE
+Aaron Ibrahem,3/28/2018,shot,gun,26,M,W,Lower Macungie Township,PA,FALSE,attack,Foot,FALSE
+Jesse Kilgus,3/28/2018,shot,gun,51,M,W,Elizabethtown,KY,FALSE,attack,Not fleeing,FALSE
+Gerald Richard Johns,3/28/2018,shot,,64,M,W,Sylacauga,AL,FALSE,attack,Car,FALSE
+Robert B. Shaw,3/28/2018,shot,gun,29,M,W,Swansea,SC,TRUE,other,Car,FALSE
+George Pappas,3/28/2018,shot,knife,61,M,W,Surprise,AZ,FALSE,other,Not fleeing,FALSE
+Marco Antonio Saavedra,3/29/2018,shot,gun,44,M,H,Pasadena,TX,TRUE,attack,Other,TRUE
+Rodney Toler,3/29/2018,shot,gun,39,M,B,Charleston,WV,TRUE,attack,Car,FALSE
+James Decoursey,3/29/2018,shot,gun,35,M,W,Clarksville,TN,FALSE,other,Other,FALSE
+Christopher Gatewood,3/29/2018,shot and Tasered,knife,39,M,W,Las Vegas,NV,FALSE,other,Not fleeing,TRUE
+Edward Van McCrae,3/30/2018,shot,gun,60,M,B,Winston-Salem,NC,FALSE,other,Not fleeing,FALSE
+Timothy Breckenridge,3/30/2018,shot,toy weapon,42,M,W,Atwater,CA,FALSE,other,Not fleeing,FALSE
+Jason Birt,3/31/2018,shot,machete,27,M,W,Guthrie,OK,FALSE,attack,Not fleeing,FALSE
+Nicolas Sedano,3/31/2018,shot,,21,M,H,Reno,NV,FALSE,attack,Not fleeing,FALSE
+Cresencio Rodriguez,4/1/2018,shot,gun,33,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+Bobby Hinton,4/1/2018,shot,gun,60,M,B,New Llano,LA,FALSE,attack,Not fleeing,FALSE
+Joseph Walden Johnson,4/1/2018,shot,gun,24,M,W,Goodbee,LA,FALSE,attack,Car,FALSE
+Timothy Wyatt,4/1/2018,shot,gun,41,M,B,Tampa,FL,FALSE,attack,Car,FALSE
+Brian Bellamy,4/1/2018,shot,knife,41,M,B,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Christopher Hall,4/1/2018,shot,gun,34,M,B,Jackson,MI,TRUE,attack,Not fleeing,FALSE
+Luis Yair Alvarez,4/1/2018,shot,knife,23,M,H,Brownsville,TX,TRUE,other,Not fleeing,FALSE
+Donald McCarter,4/1/2018,shot,knife,38,M,W,Belton,MO,FALSE,other,,FALSE
+John Wussler,4/1/2018,shot,gun,58,M,W,Phoenix,AZ,FALSE,other,Foot,FALSE
+Jeffrey Louis Parker,4/3/2018,shot,gun,49,M,W,Huntsville,AL,TRUE,undetermined,Not fleeing,TRUE
+Deshawn Antonio Carswell,4/4/2018,shot,knife,27,M,B,Okmulgee,OK,TRUE,other,Not fleeing,FALSE
+Adan Rene Marrero,4/4/2018,shot,gun,34,M,H,Corpus Christi,TX,FALSE,other,Foot,FALSE
+Saheed Vassell,4/4/2018,shot,metal pipe,34,M,B,New York,NY,TRUE,attack,Not fleeing,FALSE
+Grady Parks,4/4/2018,shot,gun,70,M,,Molena,GA,FALSE,attack,Not fleeing,FALSE
+Alexis Stinson,4/4/2018,shot,gun,44,F,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Kelvin Baldwin,4/4/2018,shot,gun,30,M,W,Mesa,AZ,FALSE,attack,Foot,FALSE
+Robert Litolff,4/5/2018,shot,gun,81,M,W,Greece,NY,FALSE,attack,Not fleeing,FALSE
+William Frazier,4/5/2018,shot,gun,40,M,W,Volant,PA,FALSE,attack,Not fleeing,FALSE
+Terrance Eppenger,4/5/2018,shot,knife,27,M,B,South Bend,IN,FALSE,other,Not fleeing,FALSE
+Diante Yarber,4/5/2018,shot,vehicle,26,M,B,Barstow,CA,FALSE,attack,Not fleeing,FALSE
+Nathaniel Prasad,4/5/2018,shot,gun,18,M,A,Fremont,CA,FALSE,attack,Foot,FALSE
+Raymond Lyle Bell,4/5/2018,shot,gun,59,M,W,Reynoldsville,WV,FALSE,other,Foot,TRUE
+Rafael Ramirez,4/5/2018,shot,knife,56,M,H,South Bend,IN,TRUE,other,Not fleeing,FALSE
+Junior Davis Lopez,4/5/2018,shot,gun,22,M,H,Las Vegas,NV,TRUE,attack,Not fleeing,FALSE
+Jonathan Erick Alexander,4/6/2018,shot,gun,26,M,,Marysville,CA,FALSE,attack,Car,FALSE
+Antonio Aquino,4/6/2018,shot,gun,34,M,A,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Daniel Allen Yielding,4/6/2018,shot,knife,23,M,W,Searcy County,AR,FALSE,attack,Foot,FALSE
+Mitchell Nelson,4/6/2018,shot,gun,36,M,W,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+John A. Elifritz,4/7/2018,shot,knife,48,M,W,Portland,OR,TRUE,other,Other,FALSE
+Larry Siordia,4/7/2018,shot,gun,33,M,W,Oroville,CA,FALSE,attack,Not fleeing,FALSE
+Carlos Roman Urias,4/8/2018,shot,toy weapon,24,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Juan Markee Jones,4/8/2018,shot,unarmed,25,M,B,Danville,VA,FALSE,other,Other,TRUE
+Elijah James Smith,4/8/2018,shot,screwdriver,20,M,B,West Valley City,UT,FALSE,other,Foot,TRUE
+Russell Bowman,4/8/2018,shot,screwdriver,45,M,W,Louisville,KY,FALSE,other,Not fleeing,TRUE
+Daniel Joseph Carver,4/9/2018,shot,gun,29,M,W,Reseda,CA,FALSE,other,Foot,TRUE
+James Matthew Rogers,4/9/2018,shot,gun,34,M,W,Oaks,OK,FALSE,other,Not fleeing,TRUE
+Robert George Issa,4/9/2018,shot and Tasered,knife,23,M,W,Troy,MI,FALSE,attack,Not fleeing,FALSE
+Zachary Glen Hoven,4/9/2018,shot and Tasered,knife,29,M,W,Billings,MT,FALSE,attack,Not fleeing,TRUE
+Shawn Michael Hubbard,4/10/2018,shot,toy weapon,44,M,W,Billings,MT,FALSE,other,Not fleeing,FALSE
+Mark Powell,4/10/2018,shot,gun,39,M,,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Grechario Mack,4/10/2018,shot,knife,30,M,B,Baldwin Hills,CA,TRUE,other,Foot,FALSE
+Antonino Thomas Gordon,4/10/2018,shot,,28,M,W,Royal Oak,MI,FALSE,other,Car,FALSE
+Betty Lemoine,4/11/2018,shot,gun,71,F,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Kenneth Ross,4/11/2018,shot,gun,25,M,B,Gardena,CA,FALSE,attack,Not fleeing,FALSE
+Keith Alan Kent,4/11/2018,shot,gun,61,M,W,Pembroke,NY,TRUE,attack,Not fleeing,TRUE
+Chad Eric Montgomery,4/11/2018,shot,machete,39,M,W,Sparta,NC,FALSE,other,Not fleeing,TRUE
+Kendall Lemoine,4/11/2018,shot,gun,50,M,W,Winn Parish,LA,FALSE,attack,Not fleeing,FALSE
+Dashaun Shepard,4/12/2018,shot,gun,,M,B,Atlanta,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin Evans,4/12/2018,shot,gun,23,M,W,Lake Elmo,MN,TRUE,undetermined,Not fleeing,FALSE
+Rumondale Jones,4/12/2018,shot,knife,39,M,B,Helena-West Helena,AR,FALSE,attack,Not fleeing,FALSE
+Steven Brooks,4/12/2018,shot,gun,45,M,B,Washington,PA,FALSE,attack,Other,FALSE
+TK TK,4/12/2018,shot,glass shard,,M,,Trinidad,CO,FALSE,other,Not fleeing,FALSE
+Kenneth Warren Resendez,4/13/2018,shot,knife,34,M,W,Waco,TX,FALSE,other,Not fleeing,FALSE
+Bruce Arnold Allee,4/13/2018,shot,gun,31,M,W,Thornton,CO,FALSE,other,Car,FALSE
+Jose Pietri,4/14/2018,shot,gun,55,M,H,Millville,NJ,FALSE,other,Car,FALSE
+Andre Lavance Rippy,4/14/2018,shot,gun,39,M,B,Phoenix,AZ,FALSE,attack,Other,FALSE
+Jessie Thedford,4/14/2018,shot,vehicle,32,M,W,Carrollton,GA,FALSE,attack,Not fleeing,FALSE
+Eduardo Andrade,4/14/2018,shot,gun,44,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Petrica Peter Muntean,4/14/2018,shot,toy weapon,24,M,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Ruben Stewart,4/15/2018,shot,knife,36,M,N,Lodge Grass,MT,FALSE,other,Not fleeing,FALSE
+Lonnie Marcel Bowen,4/17/2018,shot,screwdriver,41,M,B,Magna,UT,TRUE,attack,Car,FALSE
+Sanchez Lowe,4/17/2018,shot,,25,M,B,Austell,GA,FALSE,attack,Car,FALSE
+Justin Monjay,4/17/2018,shot,vehicle,39,M,W,Tishomingo,OK,FALSE,attack,Car,FALSE
+Charles Whitley,4/17/2018,shot,,40,M,W,Cumberland County,KY,FALSE,attack,Car,FALSE
+Justin Oakes,4/18/2018,shot,knife,32,M,W,Douglasville,GA,FALSE,attack,Not fleeing,TRUE
+William Ray Simcoe,4/18/2018,shot,gun,45,M,W,Greene County,MO,FALSE,attack,Foot,FALSE
+Dytadious Mobley,4/18/2018,shot,gun,31,M,B,Fort Lauderdale,FL,FALSE,attack,Not fleeing,FALSE
+Delorean Pikyavit,4/18/2018,shot,knife,32,M,N,Sugar House,UT,TRUE,other,Not fleeing,FALSE
+David Teneyuque,4/18/2018,shot,gun,48,M,B,Pavilion Township,MI,FALSE,attack,Not fleeing,FALSE
+Lockwood Adrian Gibson,4/20/2018,shot,vehicle,49,M,W,Foresthill,CA,TRUE,other,Car,FALSE
+James Bauduy,4/20/2018,shot,unarmed,48,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Matthew G. Brown,4/20/2018,shot,gun,18,M,W,Mackinaw,IL,FALSE,attack,Not fleeing,FALSE
+Timothy Wayne Anderson,4/21/2018,shot,knife,48,M,W,Boone,IA,FALSE,other,,FALSE
+Terrence Carlton,4/21/2018,shot,gun,25,M,B,Memphis,TN,FALSE,other,Foot,FALSE
+Matthew Hartman,4/22/2018,shot,gun,27,M,W,West Olive,MI,FALSE,attack,Not fleeing,FALSE
+Miguel Escalona Vivas,4/22/2018,shot,gun,37,M,H,Louisville,KY,FALSE,attack,Foot,FALSE
+Jesse Pena,4/24/2018,shot,gun,44,M,H,San Antonio,TX,FALSE,other,Foot,FALSE
+Demonjhea Jordan,4/24/2018,shot,gun,27,M,B,Louisville,KY,FALSE,attack,,TRUE
+TK TK,4/24/2018,shot,gun,,M,,Harmony,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,4/24/2018,shot,gun,,M,,Amarillo,TX,TRUE,attack,Not fleeing,FALSE
+Jese Paul Schlegel,4/25/2018,shot,gun,41,M,W,Colorado Springs,CO,FALSE,attack,Foot,FALSE
+Isaac Jackson,4/25/2018,shot,knife,42,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Boeh,4/25/2018,shot,gun,36,M,W,Denver,CO,FALSE,other,Car,FALSE
+James D. Warren,4/25/2018,shot,gun,89,M,,Grand Canyon Caverns,AZ,TRUE,attack,Not fleeing,FALSE
+Carlos Deone High,4/25/2018,shot,gun,37,M,B,Grand Prairie,TX,FALSE,attack,Not fleeing,FALSE
+Anthony Lamar Carter,4/26/2018,shot,knife,22,M,,Vernon,TX,FALSE,attack,Car,FALSE
+Myra Lisa Micalizio,4/26/2018,shot,,56,F,W,Palermo,CA,FALSE,attack,Car,TRUE
+Brian Scott Tietze,4/26/2018,shot,gun,35,M,,Shelby Township,MI,TRUE,attack,Not fleeing,FALSE
+Shukri Ali Said,4/28/2018,shot,knife,36,F,A,Johns Creek,GA,TRUE,other,Not fleeing,FALSE
+David Navarro,4/28/2018,shot,gun,46,M,W,Northglenn,CO,FALSE,other,Not fleeing,FALSE
+Nolberto Hernandez Leon,4/28/2018,shot,gun,26,M,H,Elk Grove,CA,FALSE,attack,Not fleeing,FALSE
+Joseph L. Hoffman,4/28/2018,shot,gun,41,M,W,Casselberry,FL,FALSE,attack,Not fleeing,FALSE
+Brandon Busher,4/29/2018,shot,unarmed,38,M,W,Shreveport,LA,FALSE,attack,Foot,FALSE
+TK TK,4/29/2018,shot,unknown weapon,42,M,W,Redlands,CA,FALSE,other,Not fleeing,FALSE
+Michael Scott Knibbs,4/29/2018,shot,gun,47,M,W,Franklin,NC,FALSE,attack,Not fleeing,FALSE
+Joshua Lee Ewing,4/29/2018,shot,gun,26,M,W,Moorland,IA,FALSE,attack,Not fleeing,FALSE
+Abadi Gebregziber,4/30/2018,shot,knife,64,M,B,Columbus,OH,FALSE,other,Not fleeing,FALSE
+Vigil Wolford,4/30/2018,shot and Tasered,knife,59,M,,Columbus,OH,FALSE,undetermined,,FALSE
+TK TK,5/1/2018,shot,gun,,M,,San Antonio,TX,FALSE,attack,Car,FALSE
+TK TK,5/1/2018,shot,gun,,M,,Quartzsite,AZ,FALSE,attack,Other,FALSE
+Roger Fortner,5/1/2018,shot,samurai sword,49,M,W,League City,TX,FALSE,other,Not fleeing,FALSE
+Jason Wayne Traversie,5/2/2018,shot,ax,44,M,W,Box Elder,SD,FALSE,other,,FALSE
+Billy Carson Pike,5/2/2018,shot,gun,48,M,W,Liberty,NC,FALSE,attack,Not fleeing,FALSE
+Manuel G. Palacio,5/2/2018,shot,gun,27,M,H,Kansas City,KS,FALSE,other,,FALSE
+Timothy Raye Mayfield,5/2/2018,shot,gun,67,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Damion Collier,5/2/2018,shot,gun,24,M,B,Columbus,GA,FALSE,attack,Car,FALSE
+Anthony Trujillo,5/3/2018,shot,machete,26,M,H,Orosi,CA,TRUE,attack,Not fleeing,FALSE
+Sean Louis Justin,5/3/2018,shot,knife,28,M,W,Sandia,TX,FALSE,attack,Not fleeing,FALSE
+Christopher A. Wolfe,5/4/2018,shot,gun,21,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+John Corneil,5/4/2018,shot,toy weapon,54,M,,Oakfield,ME,FALSE,other,Not fleeing,FALSE
+Mitchell Simmons,5/5/2018,shot,gun,24,M,W,Kettering,OH,FALSE,attack,Not fleeing,FALSE
+Stephen Charles Arthur,5/5/2018,shot,gun,51,M,,Scottsdale,AZ,FALSE,attack,Foot,FALSE
+Matthew Mathison,5/5/2018,shot,gun,59,M,,Bexar County,TX,TRUE,attack,Foot,FALSE
+Savannah Hill,5/5/2018,shot,vehicle,21,F,W,Aurora,MO,FALSE,attack,Car,FALSE
+Dwight Dearth,5/6/2018,shot,gun,73,M,W,Fairview,OH,TRUE,attack,Not fleeing,FALSE
+Franklin Robert Vaughn,5/6/2018,shot,gun,39,M,W,Prague,OK,FALSE,attack,Car,FALSE
+Terence Leslie,5/6/2018,shot,Taser,32,M,B,East Point,GA,FALSE,attack,Car,FALSE
+David P. Wolosin,5/6/2018,shot,gun,38,M,W,Casper,WY,FALSE,attack,Not fleeing,FALSE
+Juan Alberto Silva,5/7/2018,shot,,32,M,H,Orlando,FL,FALSE,attack,Car,FALSE
+Albert Odom,5/7/2018,shot,gun,26,M,W,Tulsa,OK,FALSE,other,Not fleeing,TRUE
+Kimberly McCann,5/7/2018,shot,gun,55,F,W,Floyd County,GA,FALSE,attack,Car,FALSE
+David J. Robinson,5/7/2018,shot,gun,50,M,W,Appleton,WI,TRUE,other,Not fleeing,TRUE
+Lisa Rivera,5/7/2018,shot,gun,49,F,H,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Peter Boden,5/7/2018,shot,gun,48,M,W,Hackett,AR,FALSE,attack,Not fleeing,FALSE
+John Simson,5/8/2018,shot,gun,65,M,W,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Charles Hutchison,5/8/2018,shot,knife,37,M,,Tucson,AZ,FALSE,other,Foot,FALSE
+Phillip Cameron Gibson,5/8/2018,shot,toy weapon,37,M,W,Glade Spring,VA,FALSE,other,Other,FALSE
+Thomas Junior Garcia,5/8/2018,shot,knife,45,M,H,Greeley,CO,FALSE,other,Foot,FALSE
+Elliott Reed,5/9/2018,shot,gun,33,M,B,Jackson,MS,FALSE,attack,Not fleeing,FALSE
+Kenneth Carter,5/10/2018,shot,vehicle,46,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Michael E. Hutchman,5/10/2018,shot,gun,33,M,W,Lower Burrell,PA,FALSE,other,Not fleeing,FALSE
+TK TK,5/11/2018,shot,gun,,M,,York,WI,FALSE,attack,Car,FALSE
+Kelly G. Abbott,5/11/2018,shot,gun,51,M,,Clark County,WI,FALSE,attack,Car,FALSE
+Benjamin Lee Sellers,5/11/2018,shot,knife,33,M,W,Haughton,LA,FALSE,other,Not fleeing,FALSE
+Barry Freeman,5/11/2018,shot,gun,51,M,W,Evansville,IN,FALSE,attack,Foot,FALSE
+Bradley Daniel Webster,5/11/2018,shot,gun,52,M,W,Talihina,OK,FALSE,attack,Not fleeing,FALSE
+Jacob T. Eldridge,5/11/2018,shot,knife,24,M,N,Blackfoot,ID,FALSE,attack,Not fleeing,FALSE
+Darrell J. Bruffy,5/12/2018,shot,gun,55,M,W,Columbus,OH,FALSE,attack,Car,FALSE
+Willie Rogers Marable,5/13/2018,shot,unknown weapon,28,M,B,Portsmouth,VA,FALSE,other,Not fleeing,FALSE
+Philip Steven McMichael,5/13/2018,shot,gun,36,M,W,Amite,LA,FALSE,attack,Not fleeing,FALSE
+James Brian Kay,5/13/2018,shot,gun,54,M,,Carnesville,GA,FALSE,attack,Not fleeing,FALSE
+James Collins,5/13/2018,shot,gun,38,M,,Dearborn Heights,MI,FALSE,other,Not fleeing,FALSE
+Anthony Trice,5/14/2018,shot,gun,24,M,B,Clinton,MD,FALSE,attack,Not fleeing,FALSE
+Cody Reynolds,5/14/2018,shot,unarmed,20,M,W,Royal Oak,MI,FALSE,attack,Not fleeing,FALSE
+William N. Derick,5/14/2018,shot,gun,54,M,W,Wales,ME,FALSE,attack,Not fleeing,FALSE
+Rollie J. Davis,5/14/2018,shot,gun,53,M,W,Quincy,IL,FALSE,other,Not fleeing,FALSE
+Bob Browning Cruz,5/14/2018,shot,gun,36,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Marcus-David L. Peters,5/14/2018,shot and Tasered,unarmed,24,M,B,Richmond,VA,FALSE,attack,Car,TRUE
+David M. Romansky,5/15/2018,shot,gun,34,M,W,Lake Mary,FL,FALSE,other,Car,FALSE
+Kevin Nickle,5/16/2018,shot,knife,59,M,W,Martins Ferry,OH,FALSE,other,Not fleeing,FALSE
+Daniel Timothy Johnson,5/17/2018,shot,gun,34,M,W,Norman,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/18/2018,shot,gun,,M,,Plymouth Township,MI,TRUE,attack,Foot,FALSE
+Reynaldo Pena,5/18/2018,shot,unknown weapon,29,M,H,Laredo,TX,FALSE,other,,FALSE
+Dmitri Bullard,5/18/2018,shot,hatchet,24,M,W,Gresham,OR,FALSE,other,Car,FALSE
+Jimmy Alan Moss,5/19/2018,shot,,77,M,W,Sunridge,NV,FALSE,attack,,FALSE
+Corey Cordova,5/19/2018,shot,gun,30,M,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Santiago Evans-Valencia,5/19/2018,shot,gun,36,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Bradley J. Grant,5/20/2018,shot,gun,36,M,W,Baxter,KY,FALSE,other,Foot,FALSE
+Ray Wyatt,5/21/2018,shot,gun,58,M,W,Joshua Tree,CA,TRUE,attack,Foot,FALSE
+Ronald Clinton,5/21/2018,shot,,47,M,B,West Memphis,AR,FALSE,attack,Car,FALSE
+Martin Sandejo,5/22/2018,shot,knife,49,M,H,Mathis,TX,FALSE,other,Not fleeing,FALSE
+Makell Meyerin,5/23/2018,shot,gun,31,F,W,Gurnee,IL,FALSE,attack,Foot,FALSE
+Joshua M. Gomoll,5/23/2018,shot,knife,25,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Claudia Patricia Gomez Gonzalez,5/23/2018,shot,unarmed,,F,H,Rio Bravo,TX,FALSE,attack,Not fleeing,FALSE
+Dustin D. Odom,5/24/2018,shot,unarmed,30,M,W,Citra,FL,FALSE,attack,Foot,TRUE
+Brett Luengo,5/24/2018,shot,unarmed,33,M,W,Cleveland,OH,TRUE,attack,Not fleeing,FALSE
+Augustine Oliva,5/25/2018,shot,vehicle,29,M,W,Dumas,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,5/25/2018,shot,knife,,M,,Mountain Home,ID,FALSE,other,Car,FALSE
+Dustin Montano,5/25/2018,shot,knife,31,M,W,Fort Morgan,CO,TRUE,other,Not fleeing,FALSE
+Homer Woodroe Tyler,5/26/2018,shot,gun,51,M,W,Silsbee,TX,FALSE,other,Not fleeing,FALSE
+Raul Rivera,5/27/2018,shot,knife,42,M,H,San Diego,CA,TRUE,other,Not fleeing,TRUE
+Eugene Baylis,5/27/2018,shot,gun,67,M,W,Grand Junction,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2018,shot,knife,,M,,Everton,MO,TRUE,other,Not fleeing,FALSE
+Michael Glad,5/28/2018,shot,gun,23,M,W,West Jordan,UT,FALSE,attack,Car,FALSE
+Rabi Brown,5/29/2018,shot,gun,34,M,N,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Armando Osuna,5/29/2018,shot,metal pipe,51,M,H,Riverbank,CA,FALSE,attack,Not fleeing,FALSE
+Zane Anthony James,5/29/2018,shot,toy weapon,19,M,W,Cottonwood Heights,UT,FALSE,other,Foot,FALSE
+Bryan Rodriguez,5/30/2018,shot,pick-axe,29,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Juvan Simon,5/30/2018,shot,gun,23,M,B,Florida City,FL,FALSE,undetermined,Not fleeing,FALSE
+Katherine Brazeau,5/31/2018,shot,knife,46,F,W,Fullerton,CA,TRUE,other,Not fleeing,FALSE
+Jerick Rasheem Gray,5/31/2018,shot,knife,42,M,B,Thomasville,NC,FALSE,attack,Car,FALSE
+Andres Estrada,6/1/2018,shot,unarmed,21,M,H,Dundee,FL,FALSE,attack,Not fleeing,FALSE
+Renie Cablay,6/1/2018,shot,knife,55,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,6/1/2018,shot,knife,,M,W,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Gus Tousis,6/2/2018,shot,,43,M,B,Chicago,IL,FALSE,attack,Car,FALSE
+Julio Eduardo Hernandez Mata,6/3/2018,shot,unarmed,32,M,H,Chickasha,OK,FALSE,other,Car,FALSE
+TK TK,6/3/2018,shot,ax,,M,,Mecca,CA,FALSE,other,Not fleeing,FALSE
+Rudy Molina,6/3/2018,shot,gun,34,M,H,Jurupa Valley,CA,FALSE,attack,Car,FALSE
+Joshua S. Stanford,6/4/2018,shot,gun,40,M,W,Springfield,MO,FALSE,attack,Foot,FALSE
+Abel Guzman,6/5/2018,shot,gun,55,M,H,Pearland,TX,TRUE,attack,Not fleeing,FALSE
+Joshua Nash Bryant,6/5/2018,shot,gun,20,M,W,Wilmington,NC,TRUE,other,Not fleeing,FALSE
+Maurice Granton,6/6/2018,shot,gun,24,M,B,Chicago,IL,FALSE,other,,FALSE
+Alan Goyano,6/6/2018,shot,glass shard,43,M,H,Merrick,NY,FALSE,other,,FALSE
+Roger Dale Sims,6/6/2018,shot,gun,56,M,W,LaGrange,GA,TRUE,attack,Not fleeing,FALSE
+Brian Puskas,6/6/2018,shot,gun,47,M,W,Delaware,OH,TRUE,other,Not fleeing,FALSE
+Wes Allen,6/7/2018,shot,gun,33,M,W,Albuquerque,NM,FALSE,attack,Car,FALSE
+Leslie Yolanda Salazar,6/7/2018,shot,knife,20,F,W,Austin,TX,FALSE,other,,TRUE
+Raymon Truitt,6/7/2018,shot,gun,28,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Douglas Conner,6/7/2018,shot,gun,50,M,W,Benton City,WA,FALSE,other,Not fleeing,FALSE
+Michael Renfroe,6/8/2018,shot,unarmed,36,M,W,Madison County,MS,FALSE,undetermined,Not fleeing,FALSE
+Todd Gregory,6/8/2018,shot,gun,47,M,W,Hardwick,NJ,TRUE,attack,Car,FALSE
+LaShanda Anderson,6/9/2018,shot,,36,F,B,Deptford,NJ,FALSE,other,Car,FALSE
+Timothy Owen,6/9/2018,shot,gun,49,M,W,Temple,TX,FALSE,attack,Not fleeing,FALSE
+Brandon Vieweg,6/10/2018,shot,unknown weapon,34,M,W,Westminister,CO,FALSE,other,Foot,FALSE
+Robert Lawrence White,6/11/2018,shot,unarmed,41,M,B,Silver Spring,MD,TRUE,attack,Not fleeing,TRUE
+Nicolas Moncada,6/11/2018,shot,knife,29,M,H,Whittier,CA,FALSE,other,Car,FALSE
+DeNathe M. Guilliford,6/12/2018,shot,gun,34,M,B,Danville,IL,FALSE,attack,Car,FALSE
+Alexandre J. Aldrich,6/12/2018,shot,unarmed,34,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Marqueese Alston,6/12/2018,shot,gun,22,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Chavius Hollis,6/12/2018,shot,gun,26,M,B,Monroe,GA,TRUE,attack,,FALSE
+Stephen Cogelia,6/12/2018,shot,knife,32,M,W,Hardwick,NJ,FALSE,other,Not fleeing,FALSE
+TK TK,6/13/2018,shot,gun,,M,,Denver,CO,FALSE,attack,Foot,FALSE
+David Arthur,6/13/2018,shot,gun,44,M,W,Pike County,OH,FALSE,attack,Not fleeing,FALSE
+Dillan Shane Ezell,6/13/2018,shot,toy weapon,21,M,W,Eustis,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,6/14/2018,shot,gun,,F,,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Joseph Villanueva,6/14/2018,shot,gun,29,M,H,Hall County,GA,FALSE,attack,Foot,FALSE
+Terrence White,6/14/2018,shot,gun and car,18,M,B,Las Vegas,NV,FALSE,attack,Car,FALSE
+Timothy Mosley,6/14/2018,shot,gun,33,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Ashley Dean Fulkerson,6/14/2018,shot,sword,28,F,W,Kansas City,MO,FALSE,undetermined,Not fleeing,FALSE
+Robert A. White,6/14/2018,shot,gun,,M,W,Kansas City,MO,TRUE,other,Not fleeing,FALSE
+Marcelo Castellano,6/14/2018,shot,gun,40,M,H,Kirkland,WA,FALSE,other,Not fleeing,FALSE
+David L. Hicks,6/15/2018,shot,unarmed,40,M,W,Nokomis,IL,FALSE,other,Foot,FALSE
+Michael D. Fletcher,6/16/2018,shot,toy weapon,53,M,,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dwayne Clyburn,6/16/2018,shot,knife,37,M,B,Warwick,NY,FALSE,other,Not fleeing,FALSE
+Richard Rivera,6/16/2018,shot,unarmed,47,M,H,Albuquerque,NM,FALSE,attack,Car,FALSE
+TK TK,6/16/2018,shot,knife,30,M,,Van Nuys,CA,TRUE,attack,Not fleeing,FALSE
+Ronald Barney,6/16/2018,shot,gun,48,M,,Phoenix,AZ,FALSE,attack,Car,FALSE
+Tahaji Wells,6/17/2018,shot,gun,33,M,B,Trenton,NJ,FALSE,attack,Not fleeing,FALSE
+Abe Martinez,6/17/2018,shot,gun,44,M,H,South Salt Lake,UT,FALSE,other,Not fleeing,FALSE
+Charles Spillers,6/19/2018,shot,gun,65,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+Jonathan Buckley,6/19/2018,shot,gun,20,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Antwon Rose,6/19/2018,shot,unarmed,17,M,B,Pittsburgh,PA,FALSE,undetermined,Foot,FALSE
+Robert Roybal,6/19/2018,shot,knife,55,M,W,Tucumcari,NM,FALSE,attack,Not fleeing,FALSE
+Anthony Marcell Green,6/20/2018,shot,unarmed,33,M,B,Kingsland,GA,FALSE,attack,Foot,TRUE
+Jonathan Legg,6/20/2018,shot,gun,29,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+Jesse Wade Powell,6/20/2018,shot,metal pole,44,M,W,Bend,OR,FALSE,other,Not fleeing,FALSE
+Logan Williamson,6/22/2018,shot,knife,37,M,W,Fairfield,OH,FALSE,attack,Not fleeing,FALSE
+Timothy Deal,6/22/2018,shot,knife,32,M,B,Atlantic City,NJ,FALSE,attack,Not fleeing,TRUE
+Thomas Albun Beall,6/22/2018,shot,knife,31,M,W,Harrisonburg,VA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/22/2018,shot,toy weapon,,M,,Inglewood,CA,TRUE,attack,Not fleeing,FALSE
+Schuyler Lake,6/22/2018,shot,knife,20,M,W,Albany,NY,TRUE,attack,Not fleeing,FALSE
+Thurman Blevins,6/23/2018,shot,gun,30,M,B,Minneapolis,MN,FALSE,attack,Foot,TRUE
+Detandel Pickens Devon,6/23/2018,shot,knife,25,M,B,Monroe,LA,FALSE,attack,Not fleeing,FALSE
+TK TK,6/23/2018,shot,gun,,M,,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+Eric Sweet,6/23/2018,shot,gun,47,M,W,Coos Bay,OR,FALSE,attack,Not fleeing,FALSE
+Robert L. Barton,6/23/2018,shot,gun and knife,48,M,W,Meridian,ID,FALSE,other,Not fleeing,FALSE
+Andrew Payne,6/23/2018,shot,gun,38,M,,Centennial,CO,FALSE,attack,Car,FALSE
+Steven Allan Kaluahinui Hyer Jr.,6/23/2018,shot,bow and arrow,32,M,O,North Shore,HI,TRUE,attack,Not fleeing,FALSE
+Luis Argueta,6/25/2018,shot,unknown weapon,18,M,H,Galveston,TX,FALSE,undetermined,,FALSE
+Bobby Blade,6/25/2018,shot,gun,29,M,W,Garland,TX,FALSE,attack,Car,FALSE
+William Shawn Mann,6/25/2018,shot,gun,30,M,W,Grenada,MS,FALSE,other,Car,FALSE
+James Sorrentino,6/25/2018,shot,gun,36,M,,Prompton,PA,TRUE,attack,Not fleeing,FALSE
+Joey Bronson,6/27/2018,shot,gun,39,M,W,Aurora,CO,FALSE,attack,Foot,FALSE
+Anthony Sanchez,6/29/2018,shot,gun,36,M,H,Aurora,CO,FALSE,attack,Car,TRUE
+Joshua Cartwright,6/29/2018,shot,gun,36,M,W,Russellville,AR,FALSE,attack,Not fleeing,FALSE
+James Palmquist,6/29/2018,shot,gun,54,M,W,Dade City,FL,TRUE,attack,Not fleeing,FALSE
+Rodney Lee Hunter,6/29/2018,shot,unknown weapon,27,M,B,Pomona,CA,FALSE,undetermined,Car,FALSE
+Jason Washington,6/29/2018,shot,gun,45,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Chukwumankpam Mbegbu,6/29/2018,shot,gun,19,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Garry Glenn Lawrence,6/29/2018,shot,ax,36,M,W,North Pole,AK,FALSE,other,,FALSE
+Randy Thomas Groom,6/29/2018,shot,knife,33,M,W,Lawrenceburg,TN,FALSE,other,Foot,FALSE
+Steve Ballard,6/29/2018,shot,gun,56,M,W,Waterford Township,MI,TRUE,attack,Car,FALSE
+TK TK,7/1/2018,shot,metal object,,M,,Santa Ana,CA,FALSE,undetermined,Not fleeing,FALSE
+Daniel Norris,7/1/2018,shot,gun,33,M,W,Boise,ID,FALSE,attack,Foot,FALSE
+Larry San Nicolas,7/1/2018,shot,sword,60,M,A,Grandview,MO,FALSE,other,Not fleeing,FALSE
+Joshua B. Reed,7/1/2018,shot,knife,26,M,W,Panora,IA,FALSE,other,Not fleeing,FALSE
+Frank Dripps,7/3/2018,shot,gun,52,M,W,South Elgin,IL,FALSE,attack,Not fleeing,FALSE
+Lemuel Bunn,7/3/2018,shot,knife,40,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Terrell Eason,7/3/2018,shot,gun,33,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Millard Clark,7/3/2018,shot and Tasered,knife,41,M,W,Lawton,OK,FALSE,attack,Not fleeing,FALSE
+Ryan Force,7/4/2018,shot,gun,35,M,,Spalding County,GA,TRUE,attack,Not fleeing,TRUE
+Emmanuel Bitsuie,7/4/2018,shot,knife,32,M,N,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Abraham Noe Flores,7/4/2018,shot,gun,34,M,H,Red Bluff,CA,TRUE,attack,Not fleeing,FALSE
+Daniel A. Fuller,7/5/2018,shot,unarmed,26,M,W,Devil's Lake,ND,FALSE,attack,Foot,TRUE
+Raad Fakhri Salman,7/5/2018,shot,knife,62,M,A,Louisville,KY,FALSE,other,Not fleeing,FALSE
+Sylvia Marie Bejarano,7/5/2018,shot,gun,33,F,H,Tempe,AZ,FALSE,attack,Other,FALSE
+Tracy A. Richards,7/5/2018,shot,gun,55,M,W,Eustis,FL,TRUE,other,Not fleeing,FALSE
+John James Corrigan,7/5/2018,shot,toy weapon,38,M,W,Calaveras County,CA,TRUE,attack,Not fleeing,FALSE
+Charles Webb,7/6/2018,shot,gun,43,M,B,Overland Park,KS,FALSE,attack,Not fleeing,FALSE
+Eric Hash,7/6/2018,shot,incendiary device,38,M,A,Copper Center,AK,FALSE,other,,TRUE
+Kelly Kenneth Sutton,7/7/2018,shot,unarmed,27,M,W,Amity,OR,FALSE,attack,Foot,FALSE
+Harold Kraai,7/7/2018,shot,knife,52,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,7/7/2018,shot,unknown weapon,,M,,Adams County,CO,FALSE,attack,Other,FALSE
+Rashaun Washington,7/7/2018,shot,unarmed,37,M,B,Vineland,NJ,FALSE,undetermined,,FALSE
+TK TK,7/8/2018,shot,gun,,M,,Westminster,CA,FALSE,other,Other,FALSE
+Craig Yelton,7/8/2018,shot,gun,34,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+John Francis Murphy,7/8/2018,shot,gun,41,M,W,Grand Forks,ND,TRUE,other,Not fleeing,FALSE
+Shaun Gates,7/10/2018,shot,knife,40,M,W,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Leonardo Cano,7/10/2018,shot,gun,53,M,H,Miami,FL,FALSE,attack,Car,FALSE
+William T. McCollum,7/10/2018,shot,gun,21,M,W,Casper,WY,TRUE,other,Car,FALSE
+TK TK,7/11/2018,shot,knife,,F,,Willis,TX,FALSE,other,Not fleeing,FALSE
+Salome Ramirez,7/11/2018,shot,toy weapon,34,M,H,Los Banos,CA,FALSE,other,Not fleeing,FALSE
+Fidel Miranda,7/11/2018,shot,gun,22,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Juan Luna,7/13/2018,shot,gun,25,M,H,Dilley,TX,FALSE,attack,Not fleeing,TRUE
+Archer Amorosi,7/13/2018,shot and Tasered,knife,16,M,W,Chanhassen,MN,TRUE,attack,Not fleeing,TRUE
+Harith Augustus,7/14/2018,shot,gun,37,M,B,Chicago,IL,FALSE,other,Foot,TRUE
+Jethro Benjamin,7/14/2018,shot,gun,68,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Marlin Mack,7/15/2018,shot,gun,25,M,B,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Isaac Chapa,7/15/2018,shot,gun,34,M,W,Alvin,TX,TRUE,attack,Not fleeing,FALSE
+Jonathan Molina,7/15/2018,shot,gun,23,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Hayes,7/17/2018,shot,unknown weapon,25,M,W,Altoona,IA,FALSE,other,Car,FALSE
+Rolando Brizuela,7/17/2018,shot,gun,57,M,H,Sparks,NV,FALSE,other,,FALSE
+Juan Manuel Correa-Leyva,7/17/2018,shot,gun,27,M,H,Tucson,AZ,FALSE,attack,Car,FALSE
+Kerry Edwin Townsend,7/17/2018,shot,gun,51,M,W,Lenoir,NC,FALSE,attack,Not fleeing,FALSE
+Arthur Lujan,7/18/2018,shot,gun,30,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Wesley Shelton,7/18/2018,shot,gun,33,M,W,Fletcher,NC,FALSE,attack,Not fleeing,FALSE
+Mickey Coy,7/18/2018,shot,gun,,M,W,Pattison,TX,FALSE,attack,Not fleeing,FALSE
+Luis Cruz,7/19/2018,shot,gun,19,M,H,Peoria,IL,FALSE,other,Foot,FALSE
+Carmen Pizarro,7/19/2018,shot,gun,22,M,H,Pico Rivera,CA,FALSE,other,Other,FALSE
+Ruben Maya,7/20/2018,shot,toy weapon,37,M,H,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Javier Lopez,7/20/2018,shot,gun,19,M,W,San Antonio,TX,FALSE,attack,Foot,FALSE
+Justin Waiki,7/20/2018,shot,gun,33,M,O,Puna,HI,FALSE,attack,Car,FALSE
+Anthony Coleman,7/20/2018,shot,gun,38,M,W,Lady Lake,FL,FALSE,attack,Not fleeing,FALSE
+Arthur Levario,7/20/2018,shot,gun,45,M,H,Riverside,CA,FALSE,attack,Car,FALSE
+Vincent James Ewer,7/21/2018,shot,gun and car,39,M,W,Tucson,AZ,FALSE,attack,Foot,FALSE
+Anthony C. Lopez,7/21/2018,shot,vehicle,21,M,H,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Dale Slocum,7/21/2018,shot,knife,56,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Melyda Marciela Corado,7/21/2018,shot,unarmed,27,F,H,Los Angeles,CA,FALSE,other,Foot,TRUE
+Eliuth Penaloza Nava,7/21/2018,shot,toy weapon,50,M,H,Anaheim,CA,TRUE,other,Foot,FALSE
+Logan Simpson,7/22/2018,shot,vehicle,16,M,W,Bixby,OK,FALSE,attack,Car,FALSE
+William Bacorn,7/22/2018,shot,gun,18,M,W,Hanover,CO,FALSE,attack,Not fleeing,FALSE
+Juan Garcia,7/22/2018,shot,unknown weapon,38,M,H,Riverside,CA,FALSE,other,Not fleeing,FALSE
+Juan Ramon Ramos,7/22/2018,shot,box cutter,32,M,H,Highland,CA,FALSE,attack,Foot,FALSE
+Rosalio Hernandez Ortega,7/23/2018,shot,machete,33,M,H,Burlington,NC,TRUE,other,Not fleeing,FALSE
+Paul Meade,7/23/2018,shot,gun,71,M,W,Bristol,VA,TRUE,attack,Not fleeing,FALSE
+John Carlos Natera-Perez,7/23/2018,shot,knife,30,M,H,Silver Spring,MD,TRUE,other,Not fleeing,FALSE
+Donna Lynn Allen,7/24/2018,shot,vehicle,39,F,W,Soddy-Daisy,TN,FALSE,attack,Car,FALSE
+Devaughdre Delsha Rogers,7/24/2018,shot,gun,19,M,B,Starke,FL,FALSE,other,Car,FALSE
+Cashus Dean Case,7/24/2018,shot,gun,44,M,W,Seaside,OR,FALSE,other,Not fleeing,TRUE
+Richard R. Bahr,7/25/2018,shot,vehicle,54,M,W,Spokane,WA,FALSE,attack,Car,FALSE
+DMario Perkins,7/25/2018,shot,gun,29,M,B,Memphis,TN,TRUE,attack,Not fleeing,TRUE
+Jose Luis Rodriguez,7/25/2018,shot,gun,,M,H,Amarillo,TX,FALSE,other,Not fleeing,FALSE
+Brent C. Bowdon,7/25/2018,shot,unarmed,56,M,W,Lake Havasu,AZ,TRUE,other,Not fleeing,TRUE
+Michael Heatherly,7/25/2018,shot,gun,64,M,W,LaFollette,TN,TRUE,attack,Not fleeing,FALSE
+Daniel Hambrick,7/26/2018,shot,gun,25,M,B,Nashville,TN,FALSE,other,Foot,TRUE
+William Earnest Brooks,7/26/2018,shot,gun,43,M,,Walton County,GA,FALSE,attack,Foot,FALSE
+Jesus Hernandez Murillo,7/26/2018,shot,gun,18,M,H,Kent Station,WA,FALSE,other,Not fleeing,FALSE
+Kenneth Edwin Martell,7/26/2018,shot,gun,36,M,W,Lakemoor,IL,FALSE,other,Not fleeing,FALSE
+Sergio Acosta,7/26/2018,shot,toy weapon,24,M,H,Redondo Beach,CA,FALSE,undetermined,Not fleeing,FALSE
+Iman Joseph Buford,7/26/2018,shot,gun,30,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Gavalynn Mahuka,7/26/2018,shot,gun,53,M,A,Nanakuli,HI,TRUE,attack,Not fleeing,FALSE
+Cynthia Fields,7/27/2018,shot,unarmed,60,F,B,Savannah,GA,FALSE,other,,FALSE
+Richard Mendoza,7/27/2018,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,Not fleeing,TRUE
+Lamar C. Richardson,7/28/2018,shot,gun,25,M,B,Toledo,OH,FALSE,other,Foot,TRUE
+Joseph Santos,7/28/2018,shot,unarmed,44,M,H,South Whitehall Township,PA,FALSE,undetermined,Not fleeing,FALSE
+Michael Neal,7/28/2018,shot,undetermined,32,M,W,Pineville,LA,FALSE,undetermined,Car,FALSE
+Arthur Kenzie Garner,7/28/2018,shot,gun,33,M,W,Aberdeen,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,7/29/2018,shot,vehicle,,M,,Adams County,CO,FALSE,attack,Car,FALSE
+Richard Gary Black,7/30/2018,shot,gun,,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+James Edward Blackmon,7/31/2018,shot,gun,35,M,B,Mississippi County,AR,FALSE,attack,Foot,FALSE
+Skyler Martin,7/31/2018,shot,gun,23,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+David Edward Hall,8/1/2018,shot,gun,27,M,B,Oxon Hill,MD,FALSE,other,Foot,FALSE
+David Judge,8/1/2018,shot,gun,53,M,W,Tucson,AZ,FALSE,other,Not fleeing,FALSE
+Jonathan Joey Mendoza,8/1/2018,shot,gun,35,M,H,Hereford,TX,FALSE,attack,Not fleeing,FALSE
+Tramaine Marquese Poole,8/1/2018,shot,gun,41,M,B,Sussex County,VA,FALSE,attack,Car,FALSE
+Michael Gonzalez,8/2/2018,shot,vehicle,57,M,,Westminster,CO,FALSE,attack,Car,FALSE
+Landon Christopher Wooten,8/2/2018,shot,toy weapon,18,M,W,Apopka,FL,FALSE,attack,Not fleeing,FALSE
+Danny Lee,8/3/2018,shot,gun,34,M,B,Pine Bluff,AR,FALSE,attack,Not fleeing,FALSE
+Johnny Kelley,8/3/2018,shot,gun,49,M,W,Trumann,AR,TRUE,attack,Not fleeing,FALSE
+Josh Martin,8/3/2018,shot,gun,31,M,W,Deer Park,WA,TRUE,attack,Not fleeing,FALSE
+Emmanuel Alquisiras,8/3/2018,shot,Taser,29,M,H,Seville,FL,TRUE,other,Not fleeing,TRUE
+Eric Benjamen Richards,8/4/2018,shot,gun,33,M,W,Liberty,MO,TRUE,attack,Not fleeing,FALSE
+John Randolph,8/4/2018,shot,gun,38,M,W,Delray Beach,FL,TRUE,other,Not fleeing,FALSE
+"William ""Billy"" James Hughes",8/5/2018,shot,gun,43,M,N,St. Paul,MN,FALSE,other,Not fleeing,TRUE
+Kevin Rhinehart,8/5/2018,shot,gun,58,M,,Hesperia,CA,FALSE,other,Not fleeing,FALSE
+James Bishop,8/5/2018,shot,baseball bat,29,M,W,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Johnny Fisher,8/5/2018,shot,gun,68,M,W,Van Buren,AR,FALSE,attack,Not fleeing,FALSE
+Spurgeon Daniels,8/6/2018,shot,knife,62,M,B,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Levester Taylor,8/6/2018,shot,metal pipe,39,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Ricardo Giddings,8/6/2018,shot,gun,59,M,B,Philadelphia,PA,FALSE,attack,Not fleeing,FALSE
+Daniel Boyer,8/7/2018,shot,gun,24,M,W,Monroe County,IN,FALSE,attack,Not fleeing,TRUE
+Daniel Valdez,8/7/2018,shot,gun,70,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Pedro Lucero,8/7/2018,shot,gun,42,M,H,Salt River Reservation,AZ,FALSE,other,Other,FALSE
+Michael Ducote,8/7/2018,shot,vehicle,26,M,W,Shreveport,LA,FALSE,other,Car,FALSE
+Joseph Robbins,8/8/2018,shot,vehicle,24,M,W,Carthage,TN,FALSE,attack,Not fleeing,FALSE
+Vaughn Denham,8/8/2018,shot,chain,48,M,B,San Diego,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,8/8/2018,shot,knife,,M,,Las Vegas,NV,TRUE,attack,Not fleeing,TRUE
+Stephen L. Caldwell,8/8/2018,shot,knife,54,M,B,Omaha,NE,FALSE,attack,Not fleeing,FALSE
+Charles Meadows,8/9/2018,shot,gun,48,M,B,Philadelphia,PA,FALSE,attack,Foot,FALSE
+Shaun Jeffery Christy,8/9/2018,shot,gun,37,M,W,Durham,NC,TRUE,attack,Not fleeing,TRUE
+Gregory Campfield,8/9/2018,shot,gun,40,M,B,Landover,MD,FALSE,other,Foot,FALSE
+Montae Shackleford,8/9/2018,shot,gun,28,M,B,Columbus,OH,FALSE,attack,Foot,FALSE
+Jackey Sampson,8/10/2018,shot,gun,43,M,W,Denham Springs,LA,FALSE,attack,,FALSE
+TK TK,8/11/2018,shot,gun,49,M,,Akron,OH,TRUE,attack,Foot,FALSE
+Adam Knowlton,8/12/2018,shot,knife,35,M,W,Hawkins,WI,TRUE,undetermined,Not fleeing,FALSE
+Anthony Daniel Vargas,8/12/2018,shot,gun,21,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Anthony Makai Hutchinson,8/12/2018,shot,gun,40,M,B,Waynesboro,VA,FALSE,attack,Car,FALSE
+Christopher Anthony Stone,8/13/2018,shot,gun,32,M,B,Oklahoma City,OK,FALSE,attack,Foot,FALSE
+Mario Hobson,8/13/2018,shot,gun,48,M,B,Milwaukee,WI,TRUE,other,Not fleeing,TRUE
+Mark Harvey,8/13/2018,shot,gun,32,M,,Richton Park,IL,FALSE,attack,Foot,TRUE
+Chris Cameron,8/13/2018,shot,gun,31,M,W,Creston,IA,TRUE,other,Not fleeing,FALSE
+TK TK,8/14/2018,shot,gun and knife,,M,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+"Charlie ""Lee"" Hodges",8/16/2018,shot,gun,58,M,W,Olustee,FL,FALSE,attack,Not fleeing,FALSE
+Adrian Herron,8/16/2018,shot,knife,30,M,B,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Aquantis Givens,8/17/2018,shot and Tasered,gun,21,M,B,Austin,TX,FALSE,attack,,FALSE
+Spencer Mendez,8/18/2018,shot,gun,15,M,H,Ceres,CA,FALSE,other,Other,TRUE
+Michael Harrison,8/18/2018,shot,knife,30,M,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Andres Arteaga,8/18/2018,shot and Tasered,gun,28,M,H,Phoenix,AZ,FALSE,other,Foot,FALSE
+Christopher Alexander Okamoto,8/19/2018,shot,toy weapon,21,M,B,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Bryan C. Bayne,8/19/2018,shot,gun,42,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Jeremiah Perdue,8/19/2018,shot,gun,33,M,B,Atlanta,GA,FALSE,attack,Not fleeing,FALSE
+Charles Marcotte,8/19/2018,shot,gun,,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Jeffrey Dennis,8/20/2018,shot,vehicle,36,M,B,Philadelphia,PA,FALSE,attack,Car,FALSE
+Douglas Heath,8/20/2018,shot,gun,38,M,W,Gonic,NH,FALSE,attack,Not fleeing,FALSE
+Virginia Romero,8/23/2018,shot,vehicle,34,F,H,Los Lunas,NM,FALSE,other,Not fleeing,FALSE
+Donna Castleberry,8/23/2018,shot,sharp object,23,F,W,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Jeffery Paul Fabio,8/24/2018,shot,crossbow,44,M,W,Enoree,SC,TRUE,attack,Not fleeing,FALSE
+James Clay,8/24/2018,shot,toy weapon,20,M,B,Cincinnati,OH,FALSE,attack,Not fleeing,TRUE
+Felipe Perez Casas,8/24/2018,shot,knife,41,M,H,Bakersfield,CA,FALSE,other,,FALSE
+Taylor K.E. Tincher,8/25/2018,shot,gun,18,M,W,Montgomery County,VA,TRUE,other,Not fleeing,FALSE
+Logan Montgomery,8/25/2018,shot,gun,29,M,W,Manchester Township,PA,FALSE,attack,Not fleeing,FALSE
+Jennifer Sharp,8/25/2018,shot,gun,37,F,W,Alamosa,CO,FALSE,attack,Car,FALSE
+Stephanie B. Owens,8/26/2018,shot,gun,41,F,W,Blacksburg,SC,TRUE,attack,Not fleeing,FALSE
+Fabian Ortiz Adame,8/27/2018,shot,gun and vehicle,25,M,W,Phoenix,AZ,FALSE,attack,Car,FALSE
+Bryce Schenkenberg,8/27/2018,shot,gun,20,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Eric Jay Hames,8/27/2018,shot,knife,34,M,W,Redding,CA,TRUE,other,Not fleeing,FALSE
+Sebastian Siney Chamale,8/28/2018,shot,unknown weapon,37,M,H,Tarboro,NC,FALSE,other,Not fleeing,FALSE
+Tyler Hodge,8/28/2018,shot,gun,18,M,W,Redlands,CA,TRUE,attack,Not fleeing,FALSE
+Randall McKenzie,8/29/2018,shot,gun,72,M,W,Washington Court House,OH,FALSE,other,Not fleeing,FALSE
+Jalon Johnson,8/29/2018,shot,vehicle,17,M,B,Houston,TX,FALSE,attack,Car,FALSE
+Jessica Cribbs,8/30/2018,shot,gun,45,F,W,Beverly Hills,FL,FALSE,attack,Not fleeing,FALSE
+Vanessa Marquez,8/30/2018,shot,toy weapon,49,F,H,Pasadena,CA,TRUE,other,Not fleeing,TRUE
+Dennis Ray Blalock,8/31/2018,shot,gun,64,M,W,Floral City,FL,TRUE,attack,Not fleeing,FALSE
+Chase Sullivan,8/31/2018,shot,knife,36,M,W,Fairview,TN,TRUE,other,Not fleeing,FALSE
+Paul Askins,8/31/2018,shot,gun,61,M,W,Sedalia,CO,FALSE,attack,Not fleeing,TRUE
+Oshae Terry,9/1/2018,shot,vehicle,24,M,B,Arlington,TX,FALSE,attack,Car,FALSE
+"Fernand ""Fred"" Lete",9/3/2018,shot,gun,70,M,H,Bernalillo,NM,FALSE,other,,FALSE
+Steve L. Anderson,9/3/2018,shot,knife,40,M,W,Cheney,WA,TRUE,other,Not fleeing,FALSE
+Aaron Demonta Fleming,9/3/2018,shot,gun,21,M,B,Covington,GA,FALSE,attack,Foot,FALSE
+Timmy Henley,9/4/2018,shot,knife,27,M,W,Westminster,CO,FALSE,attack,Not fleeing,FALSE
+James Leatherwood,9/5/2018,shot,unarmed,23,M,B,Hollywood,FL,FALSE,undetermined,Not fleeing,FALSE
+Mitchell Owen Buel,9/5/2018,shot,undetermined,33,M,W,Morris,AL,FALSE,undetermined,Car,FALSE
+Christopher Sage,9/5/2018,shot,gun,45,M,W,Jonesville,NC,FALSE,attack,Not fleeing,FALSE
+Darell Richards,9/6/2018,shot,toy weapon,19,M,B,Sacramento,CA,FALSE,attack,Foot,FALSE
+DaShawn Cole,9/7/2018,shot,gun,28,M,B,Pawtucket,RI,FALSE,attack,,FALSE
+Elman Jerald Roberts,9/8/2018,shot,gun,63,M,W,Citronelle,AL,FALSE,attack,Not fleeing,FALSE
+Brandon Joyner,9/9/2018,shot,gun,,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Adam Jensen,9/9/2018,shot,knife,43,M,,Stanwood,WA,FALSE,other,Not fleeing,FALSE
+Dereshia Blackwell,9/9/2018,shot and Tasered,gun and knife,39,F,B,Missouri City,TX,FALSE,other,Not fleeing,FALSE
+Joel R. Andrade,9/10/2018,shot,gun and knife,53,M,,Tucson,AZ,TRUE,other,Not fleeing,FALSE
+Edward Reynolds,9/11/2018,shot,gun,57,M,W,Georgetown,KY,FALSE,attack,,FALSE
+Rafael Rivera,9/12/2018,shot,gun,32,M,H,Buffalo,NY,FALSE,attack,Not fleeing,TRUE
+Thomas Watkins,9/12/2018,shot,gun,38,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Ryan Yamasaki,9/13/2018,shot,box cutter,36,M,,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Detric Driver,9/14/2018,shot,gun,46,M,B,Detroit,MI,FALSE,attack,Not fleeing,TRUE
+Garrett Finley Mitchell,9/14/2018,shot,gun,31,M,W,Cumming,GA,FALSE,attack,Not fleeing,FALSE
+David Huffines,9/14/2018,shot,gun,40,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Christopher Lee Leonard,9/15/2018,shot,gun,31,M,W,Ankeny,IA,FALSE,attack,Not fleeing,TRUE
+Stephen Dove,9/15/2018,shot,knife,50,M,W,Jacksonville,AR,FALSE,attack,Not fleeing,TRUE
+Ricardo Avenia,9/16/2018,shot,gun,29,M,H,Lancaster,PA,FALSE,attack,Not fleeing,FALSE
+Christopher Adam Borland,9/16/2018,shot,gun,40,M,,Walla Walla,WA,TRUE,other,Not fleeing,FALSE
+Bruce Smith,9/16/2018,shot,unknown weapon,25,M,W,Manitowoc,WI,FALSE,other,Not fleeing,FALSE
+Jerry Foster,9/16/2018,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Jose Alvarez,9/17/2018,shot,gun,23,M,H,Temple Hills,MD,FALSE,other,Foot,FALSE
+Susan Muller,9/17/2018,shot,knife,54,F,W,Maspeth,NY,TRUE,attack,Not fleeing,TRUE
+Damon Christopher Gayheart,9/17/2018,shot,vehicle,44,M,W,Christian County,KY,FALSE,attack,Car,FALSE
+Michael James Murphy,9/18/2018,shot,gun,43,M,W,Virginia Beach,VA,FALSE,attack,Foot,FALSE
+Jeffrey Sims,9/18/2018,shot,knife,37,M,W,Marysville,WA,TRUE,attack,Not fleeing,FALSE
+Freddie Joe Whitmore,9/20/2018,shot,gun,55,M,W,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Alexander Carballido,9/20/2018,shot,gun,40,M,H,Miami,FL,FALSE,attack,Car,FALSE
+Joshua Works,9/22/2018,shot,gun,26,M,W,Henderson,NV,FALSE,attack,Foot,TRUE
+Nathaniel Sassafras,9/23/2018,shot,gun,29,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Ronald W. Leach,9/24/2018,shot,box cutter,29,M,W,Williamsburg,KY,FALSE,attack,Not fleeing,FALSE
+Phillip Serrano,9/24/2018,shot,vehicle,44,M,,Stead,NV,TRUE,other,Not fleeing,TRUE
+Ivan Pena,9/24/2018,shot,gun,42,M,H,East Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Michael Stout,9/24/2018,shot,gun,20,M,W,Peoria,AZ,FALSE,attack,Not fleeing,FALSE
+Dravious Burch,9/25/2018,shot,gun,34,M,B,Orlando,FL,FALSE,other,Not fleeing,FALSE
+Jaime Lopez,9/25/2018,shot,knife,41,M,H,Stanfordville,NY,FALSE,other,Not fleeing,FALSE
+Paul Braswell,9/26/2018,shot,vehicle,29,M,B,Newark,NJ,FALSE,attack,Car,FALSE
+Joey Leon Nelson,9/27/2018,shot,gun and knife,19,M,W,Enid,OK,FALSE,attack,Car,FALSE
+Juan Angel Pinedo,9/27/2018,shot,gun,32,M,H,Las Cruces,NM,FALSE,other,Foot,FALSE
+Coltin Brennan Leblanc,9/27/2018,shot,vehicle,23,M,W,Hammond,LA,FALSE,other,Not fleeing,TRUE
+Datwan Keyo Lewis,9/27/2018,shot,gun,41,M,B,Palatka,FL,FALSE,other,Not fleeing,FALSE
+Michael Perez,9/27/2018,shot and Tasered,knife,37,M,H,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Joseph Dawson,9/28/2018,shot,gun,24,M,W,Johns Island,SC,FALSE,attack,Not fleeing,FALSE
+Justin Snelson,9/29/2018,shot,undetermined,54,M,W,Okmulgee,OK,FALSE,undetermined,Car,FALSE
+Thomas Howard Luedtke,9/29/2018,shot,crossbow,58,M,W,Nampa,ID,TRUE,attack,,FALSE
+Walter Welch,9/29/2018,shot,gun,40,M,W,Epping,NH,FALSE,undetermined,Not fleeing,FALSE
+Patrick K. Kimmons,9/30/2018,shot,gun,27,M,B,Portland,OR,FALSE,attack,,FALSE
+Brian Lee Rogers,9/30/2018,shot,ax,40,M,W,Greenback,TN,TRUE,other,Not fleeing,FALSE
+Keagan Johnson,10/1/2018,shot,knife,23,M,W,Hastings,MN,FALSE,attack,Foot,TRUE
+Brian Baker,10/1/2018,shot,unarmed,33,M,W,Orlando,FL,TRUE,other,Not fleeing,FALSE
+"James ""Cody"" Martin",10/2/2018,shot,gun,26,M,W,Mableton,GA,TRUE,attack,Not fleeing,FALSE
+LaJuana Philips,10/2/2018,shot,vehicle,36,F,B,Victorville,CA,FALSE,attack,Not fleeing,FALSE
+Toby Bailey,10/3/2018,shot,gun,38,M,B,Bartlett,TN,TRUE,attack,Not fleeing,FALSE
+Arthur Harbison,10/4/2018,shot,knife,25,M,W,Greenville,MS,FALSE,attack,,FALSE
+William Cox,10/4/2018,shot,gun,45,M,,Scarbo,WV,FALSE,attack,Not fleeing,FALSE
+TK TK,10/5/2018,shot,gun,,M,,Hayti,MO,FALSE,attack,Not fleeing,FALSE
+Sershawn Martez Dillon,10/5/2018,shot,gun,31,M,B,Nashville,TN,FALSE,attack,Not fleeing,FALSE
+Phillip Samuel Moskios,10/5/2018,shot,gun,48,M,W,Klamath Falls,OR,FALSE,attack,Foot,FALSE
+Venson Kee Yazzie,10/5/2018,shot,knife,43,M,N,Chinle,AZ,FALSE,other,Not fleeing,FALSE
+Tison Dinney,10/7/2018,shot,machete,51,M,,Honolulu,HI,TRUE,attack,Not fleeing,TRUE
+Nicholas Salisbury,10/7/2018,shot,toy weapon,36,M,W,Auburn,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Hodges,10/7/2018,shot,gun,39,M,W,Lawtey,FL,TRUE,attack,Not fleeing,FALSE
+Aaron Joseph Chavez,10/8/2018,shot,knife,22,M,H,Clovis,NM,FALSE,other,Foot,FALSE
+Alexander G. Lindahl,10/8/2018,shot,vehicle,24,M,W,Okarche,OK,FALSE,attack,Car,FALSE
+Isaiah Ramirez,10/8/2018,shot,vehicle,36,M,W,Oak Ridge,TN,FALSE,attack,Car,FALSE
+Travis N. Craven,10/8/2018,shot,gun,25,M,W,Larimer County,CO,FALSE,other,Car,FALSE
+Samuel E. Rice,10/10/2018,shot,knife,30,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+Richard Palafox,10/10/2018,shot,gun,76,M,W,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Terrell Blake,10/10/2018,shot,gun,39,M,B,Rochester,NY,FALSE,attack,Car,FALSE
+Michael Johnson,10/10/2018,shot,knife,26,M,,Thousand Oaks,CA,TRUE,other,Not fleeing,TRUE
+Leslie Shayne Miller,10/10/2018,shot,gun,49,F,W,Sullivan,IN,FALSE,attack,Not fleeing,FALSE
+Kenneth Ryan Busse,10/10/2018,shot,gun,21,M,W,Las Vegas,NV,TRUE,attack,Foot,TRUE
+Alonzo L. Smith,10/10/2018,shot,gun,31,M,B,Milwaukee,WI,FALSE,attack,Not fleeing,TRUE
+TK TK,10/11/2018,shot,gun,,M,,Huntington Beach,CA,FALSE,other,Car,FALSE
+Diamonte Riviore,10/11/2018,shot,knife,22,M,B,West Jordan,UT,FALSE,other,,FALSE
+Matthew Chambers,10/12/2018,shot,gun,34,M,,Cobb County,GA,FALSE,attack,,FALSE
+Samuel Morris,10/12/2018,shot,knife,27,M,B,Fort Smith,AR,FALSE,other,Not fleeing,FALSE
+Ashley Elisna Grammer,10/12/2018,shot,vehicle,26,F,O,Puna,HI,FALSE,attack,Not fleeing,FALSE
+Kay Kenniker,10/12/2018,shot,gun,84,M,W,Chandler,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob E. Albrethsen,10/12/2018,shot and Tasered,knife,17,M,W,Orem,OR,FALSE,other,Not fleeing,FALSE
+Umberto Sanchez Ramoz,10/14/2018,shot,knife,17,M,H,Woodville,CA,TRUE,attack,Not fleeing,FALSE
+Gregory Allen Tilly,10/14/2018,shot,gun,55,M,,Alamogordo,NM,FALSE,other,Not fleeing,FALSE
+Eric Jamar Lupain Stromer,10/14/2018,shot,gun,22,M,B,Jeffersonville,OH,FALSE,attack,Not fleeing,FALSE
+James Christopher Manus,10/14/2018,shot,gun,41,M,W,Hall County,GA,FALSE,attack,Not fleeing,FALSE
+Hustes Davila,10/15/2018,shot,gun,58,M,H,Hilltop,OH,FALSE,attack,,FALSE
+Donald Judd,10/16/2018,shot,vehicle,45,M,,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Weston Willow Well Cole,10/17/2018,shot,gun,29,M,W,Longview,WA,FALSE,attack,Foot,FALSE
+Keyshon Parham,10/17/2018,shot,gun,19,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Charles Roundtree,10/17/2018,shot,unarmed,18,M,B,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,10/17/2018,shot,knife,,M,,Quinlan,TX,FALSE,other,Not fleeing,FALSE
+James Lyle Kuehn,10/17/2018,shot and Tasered,knife,61,M,W,Kearns,UT,FALSE,other,,FALSE
+Bailey Greek,10/18/2018,shot,gun,18,M,W,Arvada,CO,FALSE,attack,Other,FALSE
+Andrey Tkachenko,10/18/2018,shot,gun,23,M,W,Salt Lake City,UT,FALSE,other,Car,FALSE
+Sean Dutcher,10/18/2018,shot,vehicle,38,M,W,Elkhorn,WI,FALSE,attack,Car,FALSE
+Jacob Servais,10/18/2018,shot,unarmed,19,M,B,Vineland,NJ,FALSE,other,Not fleeing,FALSE
+Mahlon Edward Summerour,10/18/2018,shot,toy weapon,63,M,B,Monroe,GA,TRUE,attack,Not fleeing,FALSE
+"Neico Crooks, Jr",10/19/2018,shot,vehicle,21,M,B,Miami,FL,FALSE,attack,Car,FALSE
+Christopher Calabro,10/19/2018,shot,knife,25,M,W,Brockton,MA,TRUE,other,Not fleeing,FALSE
+Edward Paul Zumski,10/20/2018,shot,gun,35,M,W,Paris,TX,FALSE,attack,Not fleeing,FALSE
+Robert Smith,10/20/2018,shot,gun,50,M,W,Spanaway,WA,FALSE,other,Not fleeing,FALSE
+Kimberly Norris,10/20/2018,shot,gun,34,F,W,Darlington County,SC,FALSE,attack,Not fleeing,TRUE
+Cedric Pritchard,10/21/2018,shot,gun,,M,B,Washington,NC,FALSE,other,Not fleeing,TRUE
+TK TK,10/21/2018,shot,undetermined,,M,,Quincy,FL,FALSE,undetermined,Car,FALSE
+Jason Whittle,10/22/2018,shot,knife,26,M,W,Riverton,UT,FALSE,attack,Not fleeing,FALSE
+William David Williamson,10/22/2018,shot,unknown weapon,61,M,W,Newport,TN,FALSE,attack,Not fleeing,FALSE
+Tafahree Maynard,10/22/2018,shot and Tasered,lawn mower blade,18,M,B,Snellville,GA,FALSE,other,Not fleeing,FALSE
+Shaunday Mullins,10/23/2018,shot,gun,37,M,N,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Robert Mitchell,10/23/2018,shot,undetermined,27,M,W,Davenport,IA,FALSE,undetermined,Car,FALSE
+Nickolas Michael Peters,10/23/2018,shot,unarmed,24,M,W,Alderwood Manor,WA,FALSE,attack,Car,FALSE
+Salvador Morales,10/23/2018,shot,gun,37,M,H,Pittsburg,CA,FALSE,attack,Car,TRUE
+TK TK,10/24/2018,shot,gun and knife,45,M,,Detroit,MI,FALSE,other,Not fleeing,TRUE
+Armond Beckwith-Bell,10/25/2018,shot,vehicle and gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Lloyd Gerald Napouk,10/27/2018,shot,unknown weapon,44,M,A,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Christopher Carroll,10/27/2018,shot,gun,30,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Albert Ramon Dorsey,10/29/2018,shot,Taser,30,M,B,Hollywood,CA,FALSE,other,Not fleeing,TRUE
+Billy Jo Johnson,10/29/2018,shot,gun,34,M,W,South Lake Tahoe,CA,FALSE,attack,Car,FALSE
+Arnaldo Caraveo,10/29/2018,shot,gun,27,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Derrick Alexander Sellman,10/29/2018,shot,vehicle,28,M,B,Parkville,MD,FALSE,attack,Car,FALSE
+Ida Christy Stiles,10/29/2018,shot,toy weapon,42,F,W,Jackson,GA,TRUE,attack,Not fleeing,FALSE
+John Wurms,10/31/2018,shot,gun,32,M,W,Port Orange,FL,FALSE,attack,Not fleeing,TRUE
+Tony Bernard Smith,10/31/2018,shot,gun,24,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+"Jose Centeno, Jr.",10/31/2018,shot,toy weapon,17,M,H,Houston,TX,FALSE,attack,Car,TRUE
+Gonzalo Rico-Jimenez,10/31/2018,shot,vehicle,26,M,H,North Las Vegas,NV,FALSE,attack,Car,FALSE
+Jesse J. Quinton,11/2/2018,shot,unarmed,35,M,B,Idaho Falls,ID,FALSE,attack,Foot,FALSE
+Andrew Moore,11/2/2018,shot,knife,25,M,W,Charleston,WV,FALSE,attack,Not fleeing,FALSE
+Robert Charles Foster,11/3/2018,shot,gun,65,M,,Bandon,OR,TRUE,attack,Not fleeing,FALSE
+Laudemer Arboleda,11/3/2018,shot,vehicle,33,M,B,Danville,CA,TRUE,other,Not fleeing,TRUE
+Kanwarbir Malhi,11/3/2018,shot,unknown weapon,25,M,A,Shelby Township,MI,FALSE,other,Not fleeing,FALSE
+Theoddeus Gray,11/4/2018,shot,gun,29,M,B,St. Clair Shores,MI,FALSE,attack,Foot,FALSE
+Anthony David Chavez,11/4/2018,shot,gun,18,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Ryan Millsap,11/4/2018,shot,vehicle,19,M,W,Clear Creek Canyon,CO,FALSE,attack,Car,FALSE
+Robbie Ramirez,11/4/2018,shot,unarmed,39,M,H,Laramie,WY,TRUE,undetermined,Foot,FALSE
+Gary J. Willis,11/5/2018,shot,gun,61,M,W,Glen Burnie,MD,FALSE,attack,Not fleeing,FALSE
+Henry Gregory Stroud,11/5/2018,shot,gun,36,M,W,Cocke County,TN,TRUE,attack,Not fleeing,FALSE
+George Smith,11/5/2018,shot,gun,72,M,W,Port Charlotte,FL,TRUE,attack,Not fleeing,FALSE
+Anovath Troy Kongvongxay,11/5/2018,shot,ax,48,M,A,Camp Croft,SC,TRUE,attack,Not fleeing,FALSE
+TK TK,11/6/2018,shot,gun,67,M,,St. Cloud,FL,TRUE,attack,Not fleeing,FALSE
+Delson Silva,11/7/2018,shot,gun,68,M,,Corona,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/7/2018,shot and Tasered,gun,,M,,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+"Jesus ""Chuy"" Guzman",11/8/2018,shot,gun,34,M,H,Charleston View,CA,FALSE,attack,Foot,FALSE
+Travis Jordan,11/9/2018,shot,unknown weapon,36,M,B,Minneapolis,MN,TRUE,undetermined,Not fleeing,TRUE
+Christopher William Parrish,11/9/2018,shot,rock,33,M,W,Ogden,UT,FALSE,attack,Car,FALSE
+Cody Paris Belgard,11/9/2018,shot,unarmed,30,M,W,Salt Lake City,UT,FALSE,undetermined,Car,TRUE
+James Hanchett,11/9/2018,shot,gun,61,M,W,Shakopee,MN,FALSE,attack,Not fleeing,FALSE
+Patrick Bryant,11/10/2018,shot,gun,41,M,B,Clarksdale,MS,FALSE,attack,Not fleeing,FALSE
+Elisha Edward Kelley,11/11/2018,shot,unarmed,52,M,W,Wagoner,OK,FALSE,other,Not fleeing,FALSE
+Jemel Roberson,11/11/2018,shot,gun,26,M,B,Robbins,IL,FALSE,other,Not fleeing,FALSE
+TK TK,11/11/2018,shot,gun,,M,H,Hemet,CA,FALSE,attack,Foot,FALSE
+Edward M. Walsh,11/12/2018,shot,knife,39,M,W,Mantoloking,NJ,FALSE,attack,Not fleeing,FALSE
+Andrew Kana,11/12/2018,shot,gun,36,M,A,Catoosa,OK,FALSE,other,Not fleeing,FALSE
+Tony Mathis,11/12/2018,shot,gun,47,M,B,Oklahoma City,OK,FALSE,undetermined,Other,FALSE
+Danny Ayala,11/12/2018,shot,knife,,M,H,Alpine,CA,FALSE,other,Not fleeing,TRUE
+Cesar Alehandro Ramos,11/12/2018,shot,gun,25,M,H,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Marty West,11/12/2018,shot and Tasered,knife,63,M,W,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+Timothy Leon,11/13/2018,shot,unknown weapon,24,M,B,Phoenix,AZ,FALSE,attack,Car,FALSE
+Rene Prieto,11/13/2018,shot,gun,38,M,H,Pratt,KS,TRUE,attack,Not fleeing,FALSE
+Olajuwon Murphy,11/14/2018,shot,gun,22,M,B,Wythe County,VA,FALSE,attack,Not fleeing,FALSE
+Joseph Loughery,11/14/2018,shot,gun,59,M,W,Auburn,MA,FALSE,attack,Not fleeing,FALSE
+George Crenshaw,11/14/2018,shot,knife,55,M,,Haynesville,AL,FALSE,attack,Not fleeing,FALSE
+John David Manning,11/14/2018,shot,knife,29,M,W,Spartanburg,SC,FALSE,attack,Not fleeing,FALSE
+Allen Fanning,11/15/2018,shot,gun,18,M,B,Centennial,CO,FALSE,other,Not fleeing,FALSE
+Agustin Gonsalez,11/15/2018,shot,straight edge razor,29,M,H,Hayward,CA,TRUE,other,Not fleeing,FALSE
+"Jack Fields, Jr.",11/15/2018,shot,knife,25,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+GD Hendrix,11/15/2018,shot,metal pipe,48,M,W,Paradise,CA,TRUE,other,Car,FALSE
+Steven Smith,11/15/2018,shot,gun,60,M,W,Demopolis,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,11/16/2018,shot,gun,,M,,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Jenessa M. Cooper,11/17/2018,shot,gun,49,F,,Missoula,MT,FALSE,attack,Not fleeing,FALSE
+Rio Antwuan Thomas,11/17/2018,shot,vehicle,27,M,B,Fort Pierce,FL,FALSE,attack,Car,FALSE
+TK TK,11/18/2018,shot,gun,,M,,Los Angeles,CA,FALSE,attack,Not fleeing,FALSE
+Daniel Cedars,11/19/2018,shot,gun,65,M,W,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Christopher Williams,11/19/2018,shot,vehicle,41,M,W,Meridian,ID,FALSE,attack,Car,FALSE
+Roderick McDaniel,11/19/2018,shot,gun,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Craig Allen,11/20/2018,shot,gun,71,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Roderick McDaniel,11/20/2018,shot,vehicle,33,M,B,Magnolia,AR,FALSE,attack,Not fleeing,FALSE
+Keaton James Larson,11/21/2018,shot,knife,22,M,W,Stillwater,MN,TRUE,other,Not fleeing,TRUE
+Billy G. Heeter,11/21/2018,shot,gun,52,M,W,Franklinton,OH,TRUE,other,Not fleeing,FALSE
+Robert William Reid,11/21/2018,shot,gun,42,M,W,Lincoln Township,MI,TRUE,attack,Not fleeing,FALSE
+Eugene Benjamin Weathers,11/21/2018,shot,gun,48,M,B,Talladega,AL,FALSE,attack,Not fleeing,FALSE
+Martin Lopez,11/21/2018,shot,knife,24,M,H,Bell Gardens,CA,FALSE,attack,Not fleeing,FALSE
+TK TK,11/21/2018,shot,undetermined,,M,,Pasadena,TX,FALSE,attack,Foot,FALSE
+Emantic Fitzgerald Bradford,11/22/2018,shot,gun,21,M,B,Hoover,AL,FALSE,other,Not fleeing,FALSE
+Cameron McCarthy,11/22/2018,shot,machete,20,M,W,Palmer,AK,FALSE,other,Foot,FALSE
+Patrick Michael Langhoff,11/22/2018,shot,gun,59,M,W,Gunnison County,CO,FALSE,attack,Not fleeing,FALSE
+Christopher L. Anderson,11/23/2018,shot,gun,46,M,W,Bremen,KY,FALSE,attack,Not fleeing,FALSE
+Martez Webb,11/23/2018,shot,gun,23,M,B,Detroit,MI,FALSE,attack,Not fleeing,FALSE
+Felix Anthony Calata,11/24/2018,shot,vehicle,32,M,H,South Salt Lake,UT,TRUE,attack,Car,FALSE
+Sierra McCauley,11/26/2018,shot,knife,23,F,,South Knoxville,TN,TRUE,attack,Not fleeing,FALSE
+Nicholas Charles Ryan,11/27/2018,shot,gun,19,M,W,Centennial,CO,FALSE,attack,Car,TRUE
+Allen Scott Culpepper,11/27/2018,shot,gun,64,M,W,Clinton,UT,TRUE,undetermined,Not fleeing,FALSE
+Jarmane Logan,11/27/2018,shot,vehicle,35,M,B,Topeka,KS,FALSE,attack,Car,FALSE
+J Scot Alan Widmark,11/27/2018,shot,knife,41,M,W,Virginia,MN,FALSE,attack,,FALSE
+Bert E. Mercado,11/27/2018,shot,gun,42,M,A,Honolulu,HI,TRUE,attack,Not fleeing,FALSE
+TK TK,11/28/2018,shot,gun,,M,,Lakewood,CO,FALSE,attack,Foot,FALSE
+Benjamin Kennedy,11/28/2018,shot,gun,35,M,W,Louisville,KY,FALSE,attack,,TRUE
+David Villagran,11/28/2018,shot,vehicle,33,M,H,Vancouver,WA,FALSE,attack,Car,FALSE
+Vernon May,11/29/2018,shot,gun,32,M,N,Bemidji,MN,FALSE,other,Not fleeing,TRUE
+Adrian Bunker,11/29/2018,shot,unknown weapon,37,M,W,Old Town,ME,FALSE,undetermined,Not fleeing,FALSE
+TK TK,11/30/2018,shot,gun,46,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Ricardo Galvan,11/30/2018,shot,gun,37,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+Matthew Lorenzen,11/30/2018,shot,gun,19,M,,New Underwood,SD,TRUE,attack,Car,FALSE
+John Young,12/1/2018,shot,meat cleaver,65,M,B,Pensacola,FL,FALSE,attack,Not fleeing,FALSE
+Jarvis Randall,12/1/2018,shot,straight edge razor,30,M,B,Tamarac,FL,TRUE,attack,Not fleeing,FALSE
+Demontry Floytra Boyd,12/1/2018,shot and Tasered,knife,43,M,B,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Anthony Ray Borden-Cortez,12/4/2018,shot,toy weapon,18,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+David Alejandro Molina,12/5/2018,shot,gun,27,M,H,Napa,CA,TRUE,attack,Foot,FALSE
+Justin Smith,12/5/2018,shot,knife,41,M,W,Philadephia,PA,FALSE,attack,Not fleeing,FALSE
+Paul Ridgeway,12/5/2018,shot,gun,41,M,W,Martinez,CA,FALSE,attack,Foot,FALSE
+Anthony M. Edwards,12/5/2018,shot,knife,33,M,B,Richmond,VA,FALSE,attack,Not fleeing,FALSE
+Dimaggio McNelly,12/6/2018,shot,gun,53,M,B,Henry County,GA,TRUE,attack,Not fleeing,FALSE
+Benjamin David Larson,12/6/2018,shot,gun,42,M,W,Redding,CA,FALSE,attack,Car,FALSE
+Jason O'Bannon,12/6/2018,shot,gun,46,M,W,Pahrump,NV,TRUE,attack,Not fleeing,TRUE
+Jesus Lainez,12/7/2018,shot,unknown weapon,51,M,H,Fort Pierce,FL,FALSE,attack,Not fleeing,FALSE
+Julius Ervin Tate,12/7/2018,shot,gun,16,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+James N. Robertson,12/8/2018,shot,knife,41,M,W,West Wendover,NV,FALSE,other,Car,FALSE
+Joshua Boyd,12/9/2018,shot,gun,24,M,B,Savannah,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Deandre Mitchell,12/9/2018,shot,gun,23,M,B,Torrance,CA,FALSE,undetermined,Not fleeing,FALSE
+Terry Don King,12/9/2018,shot,gun,50,M,W,Springdale,AR,FALSE,attack,Not fleeing,FALSE
+Shane Wentling,12/10/2018,shot,gun,41,M,W,Noble County,OK,FALSE,attack,Car,FALSE
+George Penev,12/10/2018,shot,knife,23,M,W,Fredonia,NY,TRUE,attack,Not fleeing,FALSE
+Kyle Hart,12/10/2018,shot,knife,33,M,W,Redwood City,CA,TRUE,other,Not fleeing,FALSE
+Kaley Gay,12/11/2018,shot,gun,25,F,W,Bibb County,GA,FALSE,attack,Not fleeing,FALSE
+Tori Kaneshiro,12/11/2018,shot,gun,30,F,A,Pahoa,HI,FALSE,attack,Not fleeing,FALSE
+Daniel Pierce,12/11/2018,shot,gun,58,M,W,Rangley,CO,TRUE,other,Not fleeing,TRUE
+Marcus Neal,12/11/2018,shot,knife,47,M,B,Buffalo,NY,TRUE,attack,Foot,FALSE
+Haze Connor Martin,12/11/2018,shot,knife,22,M,W,Pope County,AR,FALSE,other,Car,FALSE
+Tameka LaShay Simpson,12/11/2018,shot,gun,27,F,B,Calhoun,GA,FALSE,attack,Not fleeing,FALSE
+Demario Bass,12/12/2018,shot,vehicle,29,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Jason Emerson Connell,12/12/2018,shot,gun,43,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Dylan Parker Thomas,12/12/2018,shot,toy weapon,18,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Gabriel Romero,12/12/2018,shot,gun,19,M,H,Albuquerque,NM,TRUE,attack,Foot,FALSE
+Joshua Myers,12/13/2018,shot,gun,37,M,W,Bushnell,FL,FALSE,attack,Car,FALSE
+Andre Horton,12/13/2018,shot,gun,42,M,B,Memphis,TN,TRUE,attack,Not fleeing,FALSE
+Walter Kellogg,12/15/2018,shot,knife,57,M,,Shirley,NY,TRUE,other,Not fleeing,FALSE
+Edgar Espinoza,12/15/2018,shot,knife,35,M,H,Hanford,CA,FALSE,attack,Not fleeing,FALSE
+Edward Rudhman,12/16/2018,shot,gun,50,M,W,Mesa,AZ,TRUE,attack,Not fleeing,FALSE
+Rodney J. Geiser,12/16/2018,shot,gun,60,M,W,Apple Creek,OH,TRUE,other,,TRUE
+Jacob Mohow,12/16/2018,shot,knife,35,M,W,Oklahoma City,OK,TRUE,other,Not fleeing,FALSE
+Richard L. Johnson,12/16/2018,shot,gun,46,M,,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+April Webster,12/16/2018,shot,knife,47,F,B,Darlington County,SC,TRUE,other,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/17/2018,shot,gun,,M,W,Natomas,CA,FALSE,other,Not fleeing,FALSE
+Angel Viola Decarlo,12/18/2018,shot,gun,31,F,B,Hopewell,VA,FALSE,attack,Foot,FALSE
+David Frederick,12/18/2018,shot,gun,24,M,W,Terre Haute,IN,FALSE,attack,Car,FALSE
+Danny Washington,12/18/2018,shot,unarmed,27,M,B,Franklin Township,PA,FALSE,attack,Car,FALSE
+Keith A. Hawley,12/18/2018,shot,gun,27,M,W,Union City,PA,FALSE,attack,,FALSE
+TK TK,12/19/2018,shot,gun,,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+TK TK,12/19/2018,shot,undetermined,,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,12/20/2018,shot,gun,,M,,Lake Elsinore,CA,FALSE,attack,Car,FALSE
+Damon Barstad,12/20/2018,shot,Taser,23,M,W,Toledo,OH,FALSE,attack,Not fleeing,FALSE
+Jose Lemus,12/21/2018,shot,gun,57,M,H,Azusa,CA,FALSE,attack,Not fleeing,FALSE
+David MacAdams,12/21/2018,shot,knife,56,M,W,Springfield,FL,FALSE,other,Not fleeing,FALSE
+Jason Delgado Perez,12/23/2018,shot,gun,36,M,H,Albuquerque,NM,TRUE,attack,Not fleeing,FALSE
+"Kaulana ""Toji"" Reinhardt",12/23/2018,shot,gun,,M,O,Wailuku,HI,FALSE,attack,Car,TRUE
+Abdias Flores,12/24/2018,shot,gun,,M,H,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Jennifer Vasquez,12/25/2018,shot,vehicle,24,F,H,San Jose,CA,FALSE,attack,Car,FALSE
+Antonio A. Ramos,12/25/2018,shot,gun,34,M,H,Buckeye,AZ,FALSE,attack,Not fleeing,FALSE
+Michael Jerome Taylor,12/26/2018,shot,vehicle,17,M,B,Lakeland,FL,FALSE,attack,Car,FALSE
+Gary Warbritton,12/26/2018,shot,gun,21,M,W,Rector,AR,FALSE,attack,Not fleeing,FALSE
+Wayne Falana,12/26/2018,shot,gun,35,M,B,Clearwater,FL,TRUE,attack,Not fleeing,FALSE
+"Mark Wade ""Cornbread"" Luttrell",12/28/2018,shot,gun,34,M,W,Tullahoma,TN,FALSE,attack,Not fleeing,FALSE
+Glenn A. Rightsell,12/28/2018,shot,gun,56,M,W,Crawfordsville,IN,FALSE,other,Not fleeing,FALSE
+Shane Lyons,12/28/2018,shot,machete,35,M,B,Port Arthur,TX,FALSE,other,Not fleeing,FALSE
+Edwin C. Bundy,12/28/2018,shot,gun,46,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,12/29/2018,shot,gun,42,M,W,St. Joseph,MO,FALSE,attack,Not fleeing,FALSE
+Warren Jay Beaubien,12/30/2018,shot,machete,49,M,W,Llano,TX,FALSE,other,Not fleeing,FALSE
+Kerry D. Blake,12/30/2018,shot,pole,44,M,B,Rockford,IL,TRUE,attack,Not fleeing,FALSE
+Paul Arbitelle,12/30/2018,shot and Tasered,knife,45,M,W,Danbury,CT,FALSE,other,Not fleeing,FALSE
+Iosia Faletogo,12/31/2018,shot,gun,36,M,A,Seattle,WA,FALSE,attack,Foot,TRUE
+Matthew Hurley,12/31/2018,shot,gun,45,M,W,Fort Dodge,IA,FALSE,attack,Car,FALSE
+Jesus Ramos,12/31/2018,shot,undetermined,34,M,H,Longmont,CO,TRUE,other,Foot,FALSE
+TK TK,12/31/2018,shot,knife,18,M,,Van Nuys,CA,FALSE,other,Not fleeing,TRUE
+Dylan Michael Smith,1/1/2019,shot,gun,26,M,W,Davidson County,NC,FALSE,attack,Foot,FALSE
+Brandon Lovell Webster,1/1/2019,shot,vehicle,28,M,B,Shallotte,NC,FALSE,other,Car,FALSE
+Matthew Burroughs,1/2/2019,shot,vehicle,35,M,B,Niles,OH,FALSE,attack,Foot,FALSE
+Abdoulaye Thiam,1/2/2019,shot,knife,20,M,B,Whitehaven,TN,FALSE,other,Not fleeing,TRUE
+Arron Thomas Lambert,1/2/2019,shot,Taser,33,M,W,San Antonio,TX,FALSE,attack,Other,FALSE
+Samuel Garcia,1/3/2019,shot,gun,39,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Robert Myers,1/3/2019,shot,gun,63,M,W,Greenport,NY,TRUE,attack,Not fleeing,FALSE
+Joseph Roberts,1/3/2019,shot,knife,27,M,W,Albert Lea,MN,TRUE,attack,,FALSE
+Abiel Innis De Joel Rios,1/3/2019,shot,gun,33,M,H,Visalia,CA,TRUE,attack,Not fleeing,FALSE
+Jae Wesley Hardy,1/3/2019,shot,gun,27,M,B,Millbrook,AL,FALSE,other,Car,FALSE
+Eric David Sauerhagen,1/3/2019,shot,gun,31,M,W,Bozeman,MT,FALSE,other,Not fleeing,FALSE
+Zonell Williams,1/4/2019,shot,gun,33,M,B,Treme,LA,TRUE,attack,Not fleeing,TRUE
+Jeremy Dean Duncan,1/4/2019,shot,vehicle,39,M,W,Amarillo,TX,FALSE,attack,Car,FALSE
+John Richard Camacho,1/4/2019,shot,toy weapon,27,M,W,San Marcos,TX,FALSE,other,Car,FALSE
+Lawrence Thompson III,1/4/2019,shot,gun,32,M,B,Houston,TX,TRUE,attack,Not fleeing,FALSE
+Oliver Hernandez,1/5/2019,shot,ax,29,M,H,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Harold Thompson,1/5/2019,shot,gun,81,M,,Union County,SC,FALSE,attack,Not fleeing,FALSE
+Adolfo Gonzalez,1/5/2019,shot,gun,28,M,H,Lemon Grove,CA,FALSE,other,Not fleeing,FALSE
+David John Engebretson,1/5/2019,shot,gun,50,M,W,Milwaukie,OR,FALSE,attack,Not fleeing,FALSE
+Shaun Kennedy,1/5/2019,shot,gun,55,M,W,Santa Clara,CA,FALSE,attack,Not fleeing,FALSE
+Kevin Shawn Hanson,1/6/2019,shot,gun,42,M,B,Hurricane,WV,FALSE,attack,Car,FALSE
+TK TK,1/6/2019,shot,knife,,M,,Glen Valley,CA,FALSE,other,Not fleeing,FALSE
+James McDonald,1/6/2019,shot,gun,,M,,Cache,OK,FALSE,attack,Not fleeing,FALSE
+Andre C. Gladen,1/6/2019,shot and Tasered,knife,36,M,B,Portland,OR,TRUE,other,Not fleeing,FALSE
+Nil Houer,1/6/2019,shot,gun,38,M,A,Houston,TX,FALSE,other,Not fleeing,FALSE
+Miguel Barraza-Lugo,1/7/2019,shot,gun,38,M,H,Kent,WA,FALSE,attack,Car,FALSE
+David Novak,1/7/2019,shot,baseball bat,35,M,W,Spokane,WA,FALSE,attack,Not fleeing,TRUE
+Jeremy Dale Edmonds,1/7/2019,shot,knife,42,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Michael W. Mobley,1/8/2019,shot,gun,53,M,,Leadwood,MO,FALSE,attack,Not fleeing,FALSE
+Jerald Wilson,1/8/2019,shot and Tasered,beer bottle,33,M,,Midland,TX,FALSE,attack,Not fleeing,FALSE
+Johnny Lee Burney,1/10/2019,shot,gun,70,M,B,Eclectic,AL,FALSE,other,Not fleeing,FALSE
+Geoffrey Morris,1/10/2019,shot,gun and vehicle,29,M,W,Wichita,KS,FALSE,attack,Car,FALSE
+Juston Landry,1/11/2019,shot,gun,26,M,B,Lake Charles,LA,FALSE,other,Other,FALSE
+Treshun Symone Miller,1/11/2019,shot,gun,20,M,B,Arlington,TX,FALSE,attack,Foot,FALSE
+Charles Frederick Landeros,1/11/2019,shot,gun,30,M,H,Eugene,OR,FALSE,attack,Not fleeing,TRUE
+Jacob Michael Harris,1/11/2019,shot,gun,19,M,B,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+TK TK,1/11/2019,shot and Tasered,ax,,M,,Huntsville,TX,FALSE,other,Not fleeing,FALSE
+Bill Akes,1/12/2019,shot,hatchet,48,M,W,Colorado Springs,CO,FALSE,other,Not fleeing,FALSE
+Christopher A. Schmitt,1/12/2019,shot,toy weapon,58,M,W,Dearborn County,IN,TRUE,attack,Not fleeing,FALSE
+Dimas Diaz,1/13/2019,shot,unarmed,38,M,H,Calabasas,CA,FALSE,other,Car,FALSE
+Roberto Tapia,1/13/2019,shot,gun,28,M,H,Cathedral City,CA,FALSE,attack,Not fleeing,FALSE
+Nathan Thoe,1/13/2019,shot,gun,34,M,W,White Lake,SD,FALSE,other,Not fleeing,FALSE
+Keith Harvey,1/13/2019,shot,knife,43,M,,Lakewood,WA,TRUE,attack,Not fleeing,FALSE
+Jahmal Derrick Stewart,1/14/2019,shot,gun,45,M,B,Linda,CA,FALSE,attack,Not fleeing,FALSE
+Rodney Hamilton,1/14/2019,shot,gun,62,M,,Gainesville,GA,FALSE,other,Not fleeing,FALSE
+Amiliano Antonio Apodaca,1/14/2019,shot,unarmed,18,M,H,Pueblo,CO,FALSE,other,Car,FALSE
+Louis Jose Burrus,1/14/2019,shot,gun,25,M,H,El Paso,TX,FALSE,other,Foot,FALSE
+Nathaniel Holland,1/14/2019,shot,knife,38,M,B,Vacaville,CA,FALSE,attack,Foot,FALSE
+Damon Murad Asad,1/14/2019,shot,gun,33,M,W,Odessa,TX,FALSE,attack,Not fleeing,FALSE
+William Owens,1/14/2019,shot,gun,39,M,B,Logan Township,NJ,FALSE,attack,Not fleeing,FALSE
+Dean Heerdt,1/15/2019,shot,gun,58,M,W,Aurora,CO,FALSE,other,Not fleeing,FALSE
+Stanley Stepanski III,1/15/2019,shot,gun,48,M,W,Roseville,CA,FALSE,attack,Car,FALSE
+Antonio Arce,1/15/2019,shot,toy weapon,14,M,H,Tempe,AZ,FALSE,other,Foot,TRUE
+D'ettrick Griffin,1/15/2019,shot,vehicle,18,M,B,Atlanta,GA,FALSE,other,Car,FALSE
+Quency Chavez Floyd,1/15/2019,shot,gun,22,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Shawn Joseph Billinger,1/16/2019,shot,unarmed,46,M,W,Fort Lupton,CO,TRUE,undetermined,Car,TRUE
+D'Angelo Brown,1/16/2019,shot,vehicle,,M,B,West Memphis,AR,FALSE,other,Car,FALSE
+Megan Rivera,1/16/2019,shot,vehicle,,F,W,West Memphis,AR,FALSE,other,Car,FALSE
+Terry Lee Cockrell,1/16/2019,shot,gun,57,M,W,Sperry,OK,TRUE,other,Foot,TRUE
+Danny Kelley,1/16/2019,shot,knife,32,M,W,Charlotte,NC,FALSE,other,Foot,FALSE
+Mikyas Mehary Tegegne,1/16/2019,shot,gun,31,M,B,Silver Spring,MD,FALSE,other,Foot,FALSE
+Jihad Merrick,1/16/2019,shot,vehicle,29,M,,Nashua,IA,TRUE,attack,Car,FALSE
+Dale Weich,1/18/2019,shot,gun,64,M,W,O'Fallon,MO,TRUE,attack,Not fleeing,FALSE
+Matthew Neil Tuhkanen,1/19/2019,shot,unarmed,35,M,W,St. Louis Park,MN,TRUE,undetermined,Not fleeing,FALSE
+Mark Leo Gregory Gago,1/19/2019,shot,ax,42,M,W,Clackamas County,OR,FALSE,attack,Not fleeing,FALSE
+Jason C. Minnick,1/19/2019,shot,vehicle,30,M,W,Knoxville,TN,FALSE,other,Car,FALSE
+Chance Mavity,1/20/2019,shot,gun,26,M,W,Billings,MT,FALSE,attack,Foot,FALSE
+Horacio Ruiz-Rodriguez,1/21/2019,shot,unarmed,37,M,H,Las Vegas,NV,TRUE,other,Car,FALSE
+Jimmy Atchison,1/22/2019,shot,unarmed,21,M,B,Atlanta,GA,FALSE,undetermined,Foot,FALSE
+Preston Oszust,1/23/2019,shot,unarmed,20,M,W,Flagstaff,AZ,FALSE,undetermined,Foot,FALSE
+Dwight Steward,1/23/2019,shot,knife,46,M,B,Spokane,WA,FALSE,other,,FALSE
+TK TK,1/23/2019,shot,undetermined,,M,N,Naschitti,NM,FALSE,undetermined,,FALSE
+Marcus Gishal,1/23/2019,shot,gun,20,M,H,Flagstaff,AZ,FALSE,attack,Foot,FALSE
+Kevin Grant Vawter,1/23/2019,shot and Tasered,knife,46,M,W,South Haven,IN,TRUE,attack,Not fleeing,TRUE
+Katlyn Alix,1/24/2019,shot,unarmed,24,F,W,St. Louis,MO,FALSE,other,Not fleeing,FALSE
+Christian Albarran,1/24/2019,shot,unarmed,26,M,H,Ehrenberg,AZ,FALSE,other,Car,FALSE
+Jeffrey Lynn Jones,1/25/2019,shot,gun,60,M,W,Dyersburg,TN,FALSE,attack,Not fleeing,FALSE
+Russ Allen McClellan,1/25/2019,shot,gun,48,M,,Garland,TX,TRUE,attack,Not fleeing,FALSE
+Robert C. Martin,1/25/2019,shot,gun,69,M,,North Escambia,FL,TRUE,attack,Not fleeing,FALSE
+Jacob Archambault,1/27/2019,shot,vehicle,25,M,N,Rosebud,SD,FALSE,attack,Car,FALSE
+Joey Duane Ramirez,1/28/2019,shot,gun,29,M,H,Jackson,MI,FALSE,attack,Foot,FALSE
+Rhogena Nicholas,1/28/2019,shot,unarmed,58,F,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dennis Tuttle,1/28/2019,shot,gun,59,M,W,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Gregory Griffin,1/28/2019,shot,unarmed,46,M,B,Newark,NJ,FALSE,other,Car,FALSE
+David Michael Bosiljevac,1/28/2019,shot,toy weapon,55,M,W,Wichita,KS,FALSE,attack,Not fleeing,FALSE
+Nekiylo Dawayne Graves,1/28/2019,shot,unknown weapon,27,M,B,Mercury,NV,FALSE,other,Car,FALSE
+Nicholas Philhower,1/28/2019,shot,gun,30,M,W,Kirkwood,NY,FALSE,attack,Car,FALSE
+Richard Moulton,1/28/2019,shot,gun,52,M,,Butte County,CA,FALSE,attack,Car,FALSE
+Carl Thayer,1/28/2019,shot and Tasered,knife,45,M,W,Tehama County,CA,FALSE,other,Other,FALSE
+Siatu'u Tauai,1/29/2019,shot,vehicle,51,M,O,Kalihi,HI,FALSE,attack,Car,FALSE
+Paul Cantu,1/29/2019,shot,gun,27,M,H,Austin,TX,TRUE,attack,Car,TRUE
+Michael Joe Jolls,1/30/2019,shot,gun,47,M,W,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Anthony Patrick Pellissier,1/30/2019,shot,unknown weapon,52,M,W,Midland,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,1/31/2019,shot,gun,24,M,,Passaic,NJ,FALSE,other,Foot,FALSE
+Robert Martinez,2/1/2019,shot,vehicle,45,M,H,Denver,CO,FALSE,attack,Car,FALSE
+Henry Harold Russell,2/2/2019,shot,knife,47,M,W,Flagstaff,AZ,TRUE,attack,Not fleeing,TRUE
+Johnny Weeks,2/2/2019,shot,gun,68,M,B,Buford,GA,FALSE,attack,Not fleeing,FALSE
+Isaiah Thomas,2/2/2019,shot,knife,40,M,B,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Dylan Joseph-Mark Cross,2/3/2019,shot,gun,18,M,W,Orange Park,FL,FALSE,other,Not fleeing,FALSE
+Asuncion J. Gomez-Guerrero,2/3/2019,shot,vehicle,35,M,H,Waukegan,IL,FALSE,attack,Car,TRUE
+Robert Matz,2/4/2019,shot,gun,80,M,W,Clarksburg,WV,FALSE,attack,Not fleeing,FALSE
+Corey Johnson,2/4/2019,shot,gun,44,M,B,Farmville,VA,FALSE,attack,Not fleeing,FALSE
+Anthony Dewayne Childs,2/5/2019,shot,gun,31,M,B,Shreveport,LA,FALSE,attack,Foot,FALSE
+Seth Keo Mallard,2/6/2019,shot,gun,20,M,W,LaSalle,CO,FALSE,attack,,FALSE
+Hunter Alan,2/6/2019,shot and Tasered,knife,48,M,,Edinburg,TX,TRUE,attack,Not fleeing,FALSE
+Allon Jones,2/6/2019,shot,gun,43,M,B,Walter Hill,TN,TRUE,attack,Not fleeing,FALSE
+Miles Dylan Cooper,2/6/2019,shot,gun,25,M,W,Stone County,MS,FALSE,attack,Car,TRUE
+Bruce Carter,2/6/2019,shot,box cutter,38,M,B,Joilet,IL,FALSE,attack,Not fleeing,FALSE
+Danny Rodriguez,2/7/2019,shot,knife,34,M,H,Seattle,WA,FALSE,attack,Not fleeing,TRUE
+Michael Robert Novak,2/7/2019,shot,knife,58,M,W,Madera,CA,TRUE,attack,Not fleeing,TRUE
+Morgan Shane West,2/7/2019,shot,unarmed,38,M,W,Snyder,TX,FALSE,undetermined,Not fleeing,FALSE
+Nolan Hurtzig,2/7/2019,shot,undetermined,29,M,W,Banning,CA,FALSE,undetermined,,FALSE
+Jason Matthew Hill,2/7/2019,shot,gun,40,M,W,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Charles L. Cook,2/7/2019,shot,gun,49,M,W,Barberton,OH,FALSE,attack,Not fleeing,FALSE
+Aaron Allen Przekop,2/8/2019,shot,unarmed,25,M,W,Bakersfield,CA,FALSE,other,Not fleeing,FALSE
+Joshua Rember Williams,2/8/2019,shot,knife,32,M,,New York,NY,FALSE,attack,Not fleeing,FALSE
+Willie Bo McCoy,2/9/2019,shot,gun,21,M,B,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Jeffrey D. Tyree,2/9/2019,shot,knife,57,M,W,Virginia Beach,VA,TRUE,attack,Not fleeing,FALSE
+Jonathan Ramirez,2/9/2019,shot,gun,28,M,H,Bailey,NC,FALSE,other,Not fleeing,TRUE
+Gabriel Carter,2/9/2019,shot,gun,25,M,W,Del City,OK,FALSE,attack,Not fleeing,FALSE
+Ted Schmitz,2/10/2019,shot,knife,58,M,W,Waukesha,WI,TRUE,attack,Not fleeing,FALSE
+Willie Jermaine Robinson,2/10/2019,shot,gun,34,M,B,Greenville County,SC,TRUE,attack,Not fleeing,TRUE
+Eric Young,2/11/2019,shot,unarmed,34,M,W,Montgomery,WV,TRUE,other,Not fleeing,FALSE
+Ty'rell Pounds,2/11/2019,shot,gun,24,M,B,Crestwood,KY,FALSE,attack,Car,FALSE
+Phayvanh Inthavong,2/11/2019,shot,gun,32,M,A,Redding,CA,FALSE,attack,Foot,FALSE
+Alex Johnson,2/12/2019,shot,knife,58,M,B,Defiance,OH,FALSE,other,Not fleeing,FALSE
+Christopher Brimsey,2/12/2019,shot,gun,20,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Patrick Reed,2/12/2019,shot,gun,19,M,B,Cinco Ranch,TX,FALSE,attack,Car,FALSE
+Johnny Mathis,2/12/2019,shot,gun,46,M,W,Fresno,CA,FALSE,attack,Not fleeing,FALSE
+Garrett James Ebenal,2/13/2019,shot,gun,28,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Greg Alyn Carlson,2/13/2019,shot,gun,47,M,W,Apex,NC,FALSE,attack,Not fleeing,FALSE
+Wilfredo Hernandez,2/14/2019,shot,knife,47,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Michael Drayer,2/14/2019,shot,knife,34,M,W,Aspers,PA,FALSE,attack,Not fleeing,FALSE
+Mark Morasky,2/14/2019,shot,gun,,M,W,San Jose,CA,FALSE,attack,Car,FALSE
+Gary Marin,2/15/2019,shot,gun,45,M,B,Aurora,IL,FALSE,attack,Not fleeing,FALSE
+Michael Elam,2/16/2019,shot,gun,17,M,B,Chicago,IL,FALSE,other,Car,FALSE
+Nam Quang Le,2/16/2019,shot,gun,34,M,A,Clinton,MS,FALSE,attack,Not fleeing,FALSE
+Javier Hernandez Morales,2/17/2019,shot,gun,48,M,H,Napa Valley,CA,FALSE,attack,Not fleeing,TRUE
+Elizabeth Ann Stropp,2/17/2019,shot,gun,37,F,,Claiborne County,TN,FALSE,attack,Foot,FALSE
+Reginald Romero Bursey,2/17/2019,shot,gun,32,M,B,New Orleans,LA,FALSE,attack,Not fleeing,FALSE
+Delmar Espejo,2/18/2019,shot,unarmed,20,M,A,Honolulu,HI,FALSE,attack,Not fleeing,FALSE
+Pierre Woods,2/18/2019,shot,gun,31,M,B,Pelehatchie,MS,TRUE,attack,Not fleeing,FALSE
+Clayton Joseph,2/19/2019,shot,knife,16,M,A,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Emanuel David Joshua Oates,2/19/2019,shot,machete,24,M,B,Baltimore,MD,FALSE,other,Not fleeing,FALSE
+Kyron Marcell Sands,2/20/2019,shot,gun,39,M,B,Norwich,CT,TRUE,attack,Car,FALSE
+Kyle Thomas,2/20/2019,shot,vehicle,26,M,W,Honolulu,HI,FALSE,attack,Car,FALSE
+Bradley Blackshire,2/22/2019,shot,vehicle,30,M,B,Little Rock,AR,FALSE,attack,Car,TRUE
+Kasim Kahrim,2/22/2019,shot,gun,36,M,O,Boston,MA,FALSE,attack,Car,FALSE
+Timothy Rhodes,2/22/2019,shot,gun,28,M,W,Walton,WV,FALSE,attack,Not fleeing,FALSE
+Neico Crooks,2/22/2019,shot,vehicle,21,M,B,Miami Gardens,FL,FALSE,attack,Car,FALSE
+Felipe Martinez,2/22/2019,shot,knife,36,M,H,Poteet,TX,FALSE,other,Car,FALSE
+Sterling Durant Humbert,2/23/2019,shot,gun,28,M,W,Carrollton,TX,FALSE,attack,Car,TRUE
+Daniel David Messmer,2/23/2019,shot,gun,24,M,W,Victorville,CA,TRUE,attack,Not fleeing,FALSE
+Angel Burke,2/23/2019,shot,gun,29,M,W,Clarksville,TN,FALSE,other,Foot,FALSE
+Jackie Scott Pendergrass,2/23/2019,shot,gun,44,M,W,Blountville,TN,FALSE,attack,Not fleeing,FALSE
+Tommy Kirby,2/24/2019,shot,undetermined,41,M,W,Flint,MI,FALSE,undetermined,Car,FALSE
+Bryan A. Ryder,2/25/2019,shot,knife,38,M,W,Springfield,MO,TRUE,other,,FALSE
+David Litton,2/25/2019,shot,gun,40,M,W,Denver,CO,FALSE,other,Not fleeing,FALSE
+Sasha Ann Pishko,2/26/2019,shot,vehicle,20,F,W,McIntosh County,GA,FALSE,attack,Car,FALSE
+Tyler Schmidtbauer,2/26/2019,shot,gun,27,M,W,Miltona,MN,FALSE,other,Not fleeing,TRUE
+Joseph Hart,2/26/2019,shot,gun,51,M,W,Huger,SC,FALSE,attack,Not fleeing,FALSE
+Brandon Schmitt,2/26/2019,shot,gun,48,M,W,Struthers,OH,FALSE,attack,Not fleeing,FALSE
+James Scott Reed,2/27/2019,shot,gun,40,M,B,Killeen,TX,FALSE,attack,Not fleeing,FALSE
+Gary Clark,2/27/2019,shot,unknown weapon,21,M,,DeRidder,LA,FALSE,other,,FALSE
+Michael Pierce,2/28/2019,shot,gun,29,M,W,Vancouver,WA,TRUE,attack,Not fleeing,FALSE
+Kenneth Joseph Sisneros,2/28/2019,shot,gun,34,M,H,Lone Tree,CO,FALSE,other,Foot,FALSE
+Brenda Rodriguez Mendoza,3/1/2019,shot,gun,20,F,H,Salinas,CA,FALSE,other,,FALSE
+Maurice Arrisgado,3/1/2019,shot,unarmed,47,M,A,Honolulu,HI,FALSE,other,Foot,FALSE
+Eduardo Munoz,3/1/2019,shot and Tasered,unarmed,29,M,H,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Ricky Lee Prichard,3/2/2019,shot,gun,49,M,,Sebewaing,MI,TRUE,attack,Not fleeing,FALSE
+Larry Todd Hoover,3/2/2019,shot,sword,33,M,W,Mount Holly,NC,TRUE,other,Not fleeing,FALSE
+Tyler J. Meier,3/2/2019,shot,unarmed,46,M,W,Fairchild,WI,FALSE,attack,Not fleeing,FALSE
+Clair Jewell,3/2/2019,shot,undetermined,35,F,W,Carter County,KY,FALSE,other,,FALSE
+TK TK,3/2/2019,shot,knife,,M,,Waco,TX,FALSE,attack,Not fleeing,FALSE
+Robert D. Richardson,3/3/2019,shot,toy weapon,40,M,,Glenoma,WA,FALSE,attack,Not fleeing,FALSE
+Luke Anthony Swann,3/4/2019,shot,gun,36,M,B,Des Moines,IA,FALSE,attack,Foot,FALSE
+Stephen Kaylor,3/4/2019,shot,gun,63,M,W,Rancho Mirage,CA,TRUE,attack,,FALSE
+Daniel Moncada,3/4/2019,shot,gun,27,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Jeremy Ponce,3/4/2019,shot,gun,17,M,H,San Antonio,TX,FALSE,attack,Car,FALSE
+Shamikle Jackson,3/4/2019,shot,machete,22,M,B,Aurora,CO,FALSE,other,Not fleeing,TRUE
+Steven Louis Goins,3/5/2019,shot,gun,22,M,,DeKalb County,GA,FALSE,attack,Foot,FALSE
+Jared D. Kelly,3/5/2019,shot,gun,36,M,,Springfield,MO,FALSE,other,,FALSE
+Stephanie Areanda Quiroz,3/5/2019,shot,unarmed,21,F,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Joshua Worth,3/5/2019,shot,undetermined,31,M,W,Greenville,MS,TRUE,undetermined,,FALSE
+Danny Brogdon,3/5/2019,shot and Tasered,knife,56,M,W,Muskogee,OK,FALSE,other,Not fleeing,FALSE
+Antonio Joseph Valentine,3/5/2019,shot and Tasered,gun,32,M,B,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Donqaule Maurice Gray,3/6/2019,shot,gun,25,M,B,Morgantown,WV,FALSE,attack,Foot,FALSE
+Rodney Fisher,3/7/2019,shot,gun,47,M,W,Jonesboro,AR,FALSE,other,Not fleeing,FALSE
+Carlos Hunter,3/7/2019,shot,gun,,M,H,Vancouver,WA,FALSE,other,Not fleeing,FALSE
+Dylan Aikey,3/7/2019,shot,gun,23,M,W,Anchorage,AK,FALSE,attack,Foot,FALSE
+Thomas Wayne Swinford,3/8/2019,shot,toy weapon,34,M,W,Athens,GA,TRUE,attack,,TRUE
+Beth Plant,3/9/2019,shot,knife,51,F,W,Cheatham County,TN,FALSE,attack,Not fleeing,FALSE
+Eric Hagstrom,3/9/2019,shot,gun,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Joel David Kellay,3/9/2019,shot,gun,46,M,W,Pennfield Township,MI,FALSE,attack,Not fleeing,FALSE
+Tommy Wayne Welch,3/9/2019,shot,knife,59,M,W,Quanah,TX,FALSE,undetermined,Not fleeing,FALSE
+Jose German,3/9/2019,shot,gun,40,M,,Buckeye,AZ,FALSE,attack,Car,FALSE
+Rodney Lassiter,3/9/2019,shot,gun,30,M,B,Monahans,TX,TRUE,attack,Not fleeing,FALSE
+Brandon Robertson,3/10/2019,shot,gun,34,M,N,Redding,CA,FALSE,attack,Foot,FALSE
+Phillip Wayne Outland,3/10/2019,shot,gun,44,M,W,Cofield,NC,FALSE,attack,Not fleeing,FALSE
+Sokhom Hon,3/10/2019,shot,unknown weapon,31,M,A,San Bernardino,CA,TRUE,attack,Not fleeing,FALSE
+Anthony Lee Montoya,3/10/2019,shot,gun,51,M,H,Lakewood,CO,FALSE,attack,Car,FALSE
+Michael J. D'Angelo,3/11/2019,shot,knife,34,M,W,Westminster,MD,FALSE,attack,Not fleeing,FALSE
+Robert Mark Frady,3/12/2019,shot,gun,45,M,W,Salacoa,GA,FALSE,attack,Not fleeing,FALSE
+Latasha Nicole Walton,3/12/2019,shot,vehicle,32,F,B,Miami,FL,FALSE,other,Not fleeing,FALSE
+Brandon Stacey,3/12/2019,shot,gun,31,M,W,Kalamazoo,MI,FALSE,attack,Not fleeing,FALSE
+Charles Ballard,3/13/2019,shot,vehicle,41,M,B,Ashland,CA,FALSE,attack,Car,TRUE
+Benjamin Melendez,3/13/2019,shot,knife,29,M,H,Grand Island,NE,FALSE,attack,Not fleeing,FALSE
+Nina Adams,3/13/2019,shot,gun,47,F,B,Greensburg,PA,TRUE,attack,Not fleeing,FALSE
+Henry Wayne Rivera,3/13/2019,shot,unarmed,30,M,H,Phoenix,AZ,FALSE,other,Other,FALSE
+Shawn Taylor Waite,3/14/2019,shot,knife,27,M,N,Sallisaw,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,3/14/2019,shot,gun,27,M,,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Jerry Marrero,3/14/2019,shot,knife,38,M,H,Jacksonville,FL,TRUE,other,Not fleeing,FALSE
+George Wayne McCallum,3/14/2019,shot,gun,33,M,W,Monroe County,MS,TRUE,other,Car,FALSE
+Jason Williams,3/14/2019,shot,toy weapon,42,M,,Trenton,NJ,TRUE,other,Not fleeing,FALSE
+Victor J. Morales Zavala,3/14/2019,shot,gun,25,M,W,Ontario,OR,TRUE,attack,Car,FALSE
+Michael Cohen,3/15/2019,shot,gun,47,M,W,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Billy L. Walker,3/16/2019,shot,gun,53,M,,Macoupin County,IL,FALSE,attack,Other,FALSE
+James Young,3/16/2019,shot,gun,77,M,,The Dalles,OR,FALSE,attack,Not fleeing,FALSE
+Timothy John Beckwith,3/16/2019,shot,gun,49,M,W,Palmdale,CA,FALSE,attack,Not fleeing,FALSE
+Jorge Luis Rivera-Melendez,3/17/2019,shot,gun,33,M,H,Clermont,FL,FALSE,other,,FALSE
+Kenneth Cherry,3/18/2019,shot and Tasered,sharp object,36,M,W,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Thomas Johnson,3/19/2019,shot,gun,22,M,B,Bastrop,LA,FALSE,undetermined,Foot,FALSE
+Juan Manuel Flores Del Toro,3/19/2019,shot,gun,29,M,H,Kittitas,WA,FALSE,attack,Car,FALSE
+Jesus Calderon,3/19/2019,shot,knife,52,M,H,Tampa,FL,TRUE,other,Not fleeing,FALSE
+James Hunn,3/19/2019,shot,gun,61,M,W,University City,MO,TRUE,attack,Not fleeing,FALSE
+Osaze Osagie,3/20/2019,shot,knife,29,M,B,State College,PA,TRUE,attack,Not fleeing,FALSE
+Stevie Garcia,3/20/2019,shot,gun,37,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,TRUE
+Hannah Westall,3/20/2019,shot,toy weapon,26,F,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Erick Ramirez,3/21/2019,shot,knife,32,M,,Sandy Springs,GA,TRUE,attack,Not fleeing,FALSE
+Daishawn Brown,3/21/2019,shot,gun,19,M,B,Modesto,CA,FALSE,undetermined,Car,FALSE
+Bruce Puchel,3/22/2019,shot,gun,45,M,W,Ernul,NC,TRUE,other,Not fleeing,FALSE
+Derek Smith,3/22/2019,shot,knife,22,M,B,Walterboro,SC,FALSE,other,Not fleeing,FALSE
+Kevin Bruce Mason,3/24/2019,shot,unarmed,57,M,B,Baltimore,MD,FALSE,other,Not fleeing,TRUE
+Joseph David Durman,3/24/2019,shot,gun,46,M,W,Port St. Joe,FL,FALSE,other,Car,FALSE
+Danquirs Napoleon Franklin,3/25/2019,shot,gun,27,M,B,Charlotte,NC,TRUE,other,Not fleeing,TRUE
+Abraham Arellano,3/25/2019,shot,gun,26,M,H,Thurmont,MD,TRUE,other,,FALSE
+Brandon Coty Elliott,3/25/2019,shot,gun,30,M,W,Horry County,SC,TRUE,other,Foot,FALSE
+Kaylon Robinson,3/25/2019,shot,gun,18,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Brandon Michael Jacque,3/27/2019,shot,vehicle,25,M,W,Burnet,TX,FALSE,attack,Not fleeing,TRUE
+Stephen Marshall,3/27/2019,shot,gun,51,M,W,Manchester,NH,FALSE,attack,Not fleeing,FALSE
+Leonardo Gallegos,3/27/2019,shot,gun,40,M,H,Cochran County,TX,FALSE,attack,Car,FALSE
+Kevin Samuel Capers,3/27/2019,shot,knife,47,M,W,Chickasha,OK,FALSE,other,Not fleeing,FALSE
+Chris Joseph,3/27/2019,shot,vehicle,38,M,B,Terrytown,LA,FALSE,attack,Not fleeing,FALSE
+Daviri Robertson,3/27/2019,shot,vehicle,39,M,B,Terrytown,LA,FALSE,attack,Car,FALSE
+Brian Leslie Statler,3/27/2019,shot,sword,30,M,B,Inglewood,CA,FALSE,other,Not fleeing,FALSE
+Eugene Horn,3/28/2019,shot,gun,43,M,,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Augustine Gutierrez,3/28/2019,shot,gun,42,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Pierre J. Cher Frere,3/30/2019,shot,gun,25,M,B,Miami,FL,FALSE,attack,,FALSE
+Andrew John Mason,3/30/2019,shot,unarmed,22,M,W,Watuaga County,NC,FALSE,attack,Not fleeing,FALSE
+Ondrae Levado Hutchinson,3/30/2019,shot and Tasered,gun,30,M,B,Durham,NC,FALSE,attack,Foot,TRUE
+Stacy William Kenny,3/31/2019,shot,vehicle,33,F,W,Springfield,OR,TRUE,other,Car,FALSE
+Juan Padilla,3/31/2019,shot,knife,24,M,H,Marana,AZ,FALSE,attack,Not fleeing,FALSE
+Oscar Cain,3/31/2019,shot,gun,31,M,B,Atlanta,GA,FALSE,other,Foot,FALSE
+Kevin Ray McEnulty,3/31/2019,shot,gun,25,M,N,Fairbanks,AK,FALSE,other,Car,FALSE
+Lianna Renee London,4/1/2019,shot,gun,28,F,W,LaFollette,TN,FALSE,attack,Not fleeing,FALSE
+Veltavious Griggs,4/1/2019,shot,gun,19,M,B,Union City,GA,FALSE,attack,,FALSE
+Bishar Hassan,4/1/2019,shot,BB gun,31,M,B,Anchorage,AK,TRUE,other,Foot,FALSE
+TK TK,4/1/2019,shot and Tasered,undetermined,29,M,,Fairfield,TX,FALSE,other,Not fleeing,FALSE
+Donnell James Lang,4/2/2019,shot,unarmed,48,M,W,Redding,CA,TRUE,attack,Not fleeing,FALSE
+Barry A. Rucker,4/3/2019,shot,gun,53,M,W,Brownstown,IN,FALSE,other,Not fleeing,FALSE
+Alfonso Cervantes,4/3/2019,shot,gun,50,M,H,San Diego,CA,FALSE,attack,Not fleeing,TRUE
+Jeffrey Garner,4/3/2019,shot,gun,55,M,H,Boynton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Zachary Kinard,4/3/2019,shot,gun,,M,W,Pelion,SC,FALSE,other,Car,FALSE
+Thomas Verile,4/4/2019,shot,unarmed,37,M,W,Kalamazoo,MI,TRUE,other,Not fleeing,FALSE
+Daniel Robert Ramirez,4/4/2019,shot,gun,30,M,H,Anaheim,CA,FALSE,other,Not fleeing,FALSE
+Julius Glover,4/5/2019,shot,knife,26,M,,Bloomingdale,IL,FALSE,other,Car,FALSE
+Benjamin B. Lucas,4/6/2019,shot,gun,36,M,W,New Albany,IN,TRUE,attack,Not fleeing,FALSE
+Anthony Orlando Bowers,4/7/2019,shot,gun,24,M,B,Greeneville,TN,FALSE,attack,Not fleeing,FALSE
+Marzeus Scott,4/7/2019,shot,unarmed,35,M,B,Blytheville,AR,TRUE,attack,Foot,TRUE
+Charles Bradley Payne,4/7/2019,shot,knife,42,M,W,Hamilton County,TN,FALSE,attack,Not fleeing,FALSE
+Harold Vincent Robinson,4/8/2019,shot,gun,37,M,B,Salt Lake City,UT,FALSE,attack,Car,FALSE
+Michael Wray Hensley,4/9/2019,shot,gun,28,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Gulley,4/9/2019,shot,gun,32,M,W,Henry County,IN,FALSE,attack,Not fleeing,FALSE
+Terry Davis,4/9/2019,shot,gun,33,M,B,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Trivenskey O. Odom,4/10/2019,shot,gun,27,M,B,Shreveport,LA,FALSE,attack,Car,FALSE
+Anthony Santana,4/10/2019,shot,gun,21,M,H,Indio,CA,FALSE,other,Not fleeing,FALSE
+David Wittman,4/10/2019,shot,gun,47,M,W,Pinellas Park,FL,FALSE,attack,Not fleeing,FALSE
+John Darlington,4/10/2019,shot,gun,57,M,W,Mexico Beach,FL,FALSE,other,Not fleeing,FALSE
+TK TK,4/11/2019,shot,gun,20,M,,Canutillo,TX,FALSE,undetermined,Not fleeing,FALSE
+Demetrious Brooks,4/11/2019,shot,gun,34,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Marcus McVae,4/11/2019,shot,unarmed,34,M,B,Boerne,TX,FALSE,attack,Foot,FALSE
+Phillip Thomas Marsh,4/11/2019,shot,gun,30,M,W,DeLand,FL,TRUE,attack,Car,FALSE
+Theresa Medina-Thomas,4/11/2019,shot,vehicle,29,F,H,Ahwatukee,AZ,FALSE,other,Car,FALSE
+Myron Flowers,4/12/2019,shot,gun,28,M,B,Clinton,LA,FALSE,attack,Not fleeing,FALSE
+Juan Torres,4/12/2019,shot,wrench,39,M,H,Buckeye,AZ,TRUE,attack,Not fleeing,TRUE
+Luc Ciel,4/12/2019,shot,knife,54,M,A,Richmond,CA,FALSE,attack,Not fleeing,FALSE
+Augustus Combs,4/14/2019,shot,gun,27,M,W,Dalhart,TX,FALSE,other,Foot,FALSE
+Kawaski Trawick,4/14/2019,shot,knife,32,M,B,New York,NY,FALSE,other,Not fleeing,TRUE
+Clarence Leading Fighter,4/14/2019,shot,knife,32,M,N,Rushville,NE,FALSE,other,Foot,FALSE
+William Crawford,4/14/2019,shot,gun,47,M,W,Los Angeles,CA,FALSE,undetermined,Foot,FALSE
+Brian Dellaann Butts,4/14/2019,shot,gun,33,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Henry Lane,4/14/2019,shot and Tasered,walking stick,42,M,N,Red Bluff,CA,TRUE,other,Foot,FALSE
+Samuel Charles Talbott,4/15/2019,shot,knife,,M,W,Pigeon Forge,TN,TRUE,other,Not fleeing,FALSE
+Tyler R. Johnson,4/16/2019,shot,knife,24,M,,Lee,NY,TRUE,other,Not fleeing,FALSE
+Chadwick Dale Martin,4/16/2019,shot,vehicle,24,M,W,Fountain Inn,SC,FALSE,attack,Car,FALSE
+Patrick West,4/16/2019,shot,sword,42,M,W,Montesano,WA,TRUE,other,Not fleeing,FALSE
+Akeen Brown,4/17/2019,shot,gun,34,M,B,Flint,MI,FALSE,attack,Not fleeing,FALSE
+"John Stewart, Jr.",4/17/2019,shot,knife,46,M,W,Pentress,WV,TRUE,attack,Foot,TRUE
+John Duane Fairbanks,4/18/2019,shot,gun,40,M,N,Coon Rapids,MN,FALSE,attack,Foot,TRUE
+Michael Allen Felch,4/18/2019,shot,gun,30,M,W,Fremont,CA,FALSE,attack,Not fleeing,TRUE
+Luiz Leizado,4/18/2019,shot,gun,42,M,H,New York,NY,FALSE,attack,Foot,FALSE
+Soheil Antonio Mojarrad,4/20/2019,shot,knife,30,M,W,Raleigh,NC,FALSE,attack,Not fleeing,FALSE
+Carlton Steve Brooks,4/20/2019,shot,gun,63,M,W,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Anthony Jose Vega Cruz,4/20/2019,shot,vehicle,18,M,H,Wethersfield,CT,FALSE,attack,Foot,FALSE
+Sean Michael Collins,4/20/2019,shot,gun,29,M,H,Colorado Springs,CO,FALSE,attack,Not fleeing,TRUE
+Michael St. Clair,4/21/2019,shot,gun,42,M,W,Little Rock,AR,FALSE,attack,Foot,FALSE
+David Flores Ramos,4/22/2019,shot,gun,32,M,H,Los Angeles,CA,FALSE,attack,,TRUE
+James Freeman,4/22/2019,shot,gun,46,M,,Watauga,TX,FALSE,attack,Not fleeing,FALSE
+Richard Allen Moench,4/22/2019,shot,gun,50,M,W,Shelby,MT,FALSE,attack,Not fleeing,FALSE
+Emory Moore,4/24/2019,shot,undetermined,29,M,W,Owingsville,KY,FALSE,attack,Car,FALSE
+Jonathan Patzel,4/24/2019,shot,knife,29,M,W,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Stanley Edward Thompson,4/25/2019,shot,gun,51,M,W,Apex,NC,FALSE,attack,,FALSE
+Blayne Erwin Morris,4/25/2019,shot,gun,23,M,,Lemoore,CA,FALSE,attack,Car,FALSE
+Max Helton,4/26/2019,shot,gun,43,M,,Clarksville,IN,TRUE,attack,Not fleeing,TRUE
+Kevin Leroy Beasley,4/26/2019,shot,rock,23,M,B,Denver,CO,TRUE,attack,Not fleeing,FALSE
+Jose Dominguez,4/28/2019,shot,gun,47,M,H,Sparks,NV,TRUE,other,Not fleeing,FALSE
+Carlos Manuel Dodero,4/28/2019,shot,gun,45,M,H,Austin,TX,TRUE,other,Not fleeing,TRUE
+Jeb Colin Brock,4/29/2019,shot,knife,42,M,W,Portland,OR,FALSE,attack,Not fleeing,FALSE
+Alejandro Hernandez,4/29/2019,shot,toy weapon,26,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Lawrence Bottoms,4/29/2019,shot,gun,29,M,W,Hancock County,MS,FALSE,attack,Foot,FALSE
+Shawna Widemann,4/29/2019,shot,hammer,49,F,A,Welch,WV,FALSE,other,Not fleeing,FALSE
+Isaiah Lewis,4/29/2019,shot and Tasered,unarmed,17,M,B,Edmond,OK,FALSE,attack,Foot,FALSE
+TK TK,4/30/2019,shot,gun,,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+April Robertson,4/30/2019,shot,knife,45,F,W,Welcome,NC,FALSE,other,Not fleeing,FALSE
+TK TK,4/30/2019,shot,knife,,M,,Perris,CA,FALSE,other,Not fleeing,FALSE
+Reinaldo Gonzalez,5/1/2019,shot,knife,51,M,H,Miami,FL,FALSE,other,Not fleeing,FALSE
+Isaac Pineda,5/1/2019,shot,gun,37,M,H,Meadowlake,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,5/1/2019,shot,knife,,M,,Bruce,FL,FALSE,other,Not fleeing,FALSE
+Timothy Manuel,5/1/2019,shot,gun,28,M,W,Hiltons,VA,FALSE,attack,Foot,FALSE
+David Wayne West,5/2/2019,shot,unarmed,52,M,W,Glenwood,GA,FALSE,attack,Other,FALSE
+Robert Uhl Johnson,5/2/2019,shot,gun,76,M,,Parkville,MD,TRUE,attack,Not fleeing,TRUE
+Jorge Albert Merino,5/2/2019,shot,gun,37,M,H,Cedar Hill,TX,FALSE,other,Car,FALSE
+TK TK,5/4/2019,shot,vehicle,,M,,San Jose,CA,FALSE,attack,Car,TRUE
+Timothy Russell Majchrzak,5/4/2019,shot,gun,37,M,W,Hermantown,MN,FALSE,attack,Foot,FALSE
+Ethan Austin Murray,5/4/2019,shot,unarmed,25,M,W,Spokane,WA,TRUE,other,Foot,FALSE
+Saoun Pol,5/4/2019,shot,baseball bat,35,M,A,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Jason Demarcus Larkin,5/4/2019,shot and Tasered,knife,35,M,W,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+George Herrera,5/5/2019,shot,knife,61,M,H,Angel Fire,NM,FALSE,other,Not fleeing,FALSE
+Pedro Colazo-villa,5/6/2019,shot,gun,33,M,H,Mesa,AZ,FALSE,other,Not fleeing,FALSE
+Cesar Tomix Sarmiento-Molina,5/7/2019,shot,gun,34,M,H,Milwaukee,WI,FALSE,other,Not fleeing,FALSE
+Aubrey Manning,5/7/2019,shot,gun,59,M,W,Lumberton,MS,FALSE,other,Not fleeing,FALSE
+Francisco Anthony Alcaraz,5/7/2019,shot,gun,32,M,H,Goleta,CA,FALSE,attack,Not fleeing,FALSE
+William R. Clark,5/9/2019,shot,vehicle,31,M,,Wytheville,VA,FALSE,attack,Car,FALSE
+Eddie Herrera,5/9/2019,shot,gun,49,M,H,Montebello,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Smith,5/9/2019,shot,knife,31,M,B,Seattle,WA,TRUE,attack,Not fleeing,TRUE
+Hector Lopez,5/9/2019,shot,gun,29,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Derrec Jamal Shaw,5/10/2019,shot,gun,25,M,B,Tulsa,OK,TRUE,attack,Foot,TRUE
+Sharell Brown,5/11/2019,shot,gun,26,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Edward Fuller,5/11/2019,shot,gun,,M,B,Savannah,GA,FALSE,attack,Foot,FALSE
+Jeremy Potwin,5/11/2019,shot,gun,39,M,W,Tunbridge,VT,FALSE,attack,Not fleeing,FALSE
+Paul Mcvicker,5/11/2019,shot,gun,43,M,,Parks,AZ,FALSE,other,Car,FALSE
+Luis Quinones Rosa,5/11/2019,shot,gun,26,M,H,South Sioux City,NE,FALSE,attack,Not fleeing,FALSE
+Malik Ali Gresham,5/13/2019,shot,knife,36,M,B,Gardena,CA,FALSE,attack,Not fleeing,TRUE
+Pamela Shantay Turner,5/13/2019,shot,Taser,45,F,B,Baytown,TX,FALSE,attack,Not fleeing,FALSE
+James Douglas Meadows,5/13/2019,shot,gun,45,M,W,Rising Sun,MD,TRUE,attack,Not fleeing,FALSE
+Alex Steward Underdown,5/14/2019,shot,gun,54,M,W,Las Vegas,NV,TRUE,other,Not fleeing,FALSE
+Ronny Rodriguez,5/15/2019,shot,knife,43,M,H,Tamarac,FL,FALSE,attack,,FALSE
+Ruben Houston,5/15/2019,shot,gun,,M,B,Appleton,WI,TRUE,attack,Not fleeing,TRUE
+Djuantez Anthony Mitchell,5/15/2019,shot,vehicle,30,M,B,Louisville,KY,FALSE,attack,Car,FALSE
+Michael Nieto,5/16/2019,shot,gun,,M,H,Palm Beach Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Elizabeth Harris,5/16/2019,shot,gun,58,F,W,New Boston,TX,TRUE,attack,Not fleeing,FALSE
+Luis Lomante,5/17/2019,shot,knife,39,M,H,Davie,FL,FALSE,other,Not fleeing,FALSE
+"Donald Davis, Jr.",5/17/2019,shot,gun,40,M,B,New Orleans,LA,FALSE,attack,,TRUE
+Daniel Warren,5/17/2019,shot,gun,36,M,B,Pasadena,CA,FALSE,attack,Not fleeing,TRUE
+Dion Grey Hat,5/18/2019,shot,undetermined,27,M,N,Tonalea,AZ,FALSE,undetermined,,FALSE
+Andrew Giovanni Meza,5/18/2019,shot,knife,20,M,H,Garden Grove,CA,TRUE,attack,Not fleeing,FALSE
+Robert Rabago,5/19/2019,shot,gun,17,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Esteban Martinez,5/19/2019,shot,unknown weapon,59,M,H,Huron,CA,FALSE,attack,Not fleeing,FALSE
+Lori Markham,5/19/2019,shot,gun,47,F,W,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+Ronnie Churches,5/19/2019,shot,gun,45,M,O,Miami Gardens,FL,FALSE,attack,Not fleeing,FALSE
+Lawrence Lee Lovato,5/19/2019,shot,gun,46,M,,Trinidad,CO,FALSE,attack,Car,FALSE
+Michael Ann Godsey,5/20/2019,shot,gun,34,F,W,Blackwell,OK,FALSE,attack,Car,FALSE
+Carlos Javier Roman Santiago,5/20/2019,shot,knife,46,M,H,Archdale,NC,FALSE,attack,Not fleeing,FALSE
+Enosa Strickland,5/20/2019,shot,knife,26,M,B,Auburn,WA,FALSE,attack,Not fleeing,FALSE
+Juan Antonio Sillas,5/21/2019,shot,hammer,21,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Steven Case,5/21/2019,shot,gun,29,M,W,Auburn,ME,FALSE,attack,Not fleeing,FALSE
+Joseph M. Tedrick,5/22/2019,shot,gun,33,M,W,Ashland,WI,FALSE,other,Car,FALSE
+Christopher L. Brown,5/22/2019,shot,vehicle,32,M,,Montgomery Creek,KY,FALSE,attack,Car,FALSE
+David Marcus Reece,5/22/2019,shot,gun,47,M,W,Inman,SC,FALSE,attack,Not fleeing,FALSE
+Myles Frazier,5/22/2019,shot,gun,22,M,B,Chicago,IL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/22/2019,shot,gun,,M,,Orange Park,FL,FALSE,attack,Not fleeing,FALSE
+Luke H. Patterson,5/23/2019,shot,unarmed,41,M,W,Montgomery,NY,FALSE,other,Not fleeing,FALSE
+Adam Michael McCoy,5/23/2019,shot,gun,28,M,W,Pearl River County,MS,TRUE,attack,Car,FALSE
+Fred Burton,5/23/2019,shot,gun,56,M,W,Wichita,KS,TRUE,attack,Not fleeing,FALSE
+Ryan Brett Thomas,5/24/2019,shot,gun,41,M,W,Indian River County,FL,FALSE,attack,Car,FALSE
+Carlvon Mayo,5/24/2019,shot,gun,35,M,H,Houston,TX,FALSE,other,Not fleeing,FALSE
+Hamid Ould-Rouis,5/24/2019,shot,unknown weapon,59,M,O,Fort Lauderdale,FL,FALSE,other,Other,FALSE
+Terrance Bridges,5/26/2019,shot,gun,30,M,B,Kansas City,MO,FALSE,attack,Foot,FALSE
+Billy Wade Webber,5/26/2019,shot,gun,48,M,,Odessa,TX,FALSE,attack,,FALSE
+Robert Sabater,5/27/2019,shot,gun,49,M,W,Wichita,KS,TRUE,attack,Foot,FALSE
+Nakia Smith,5/27/2019,shot,gun,41,M,B,Joliet,IL,FALSE,attack,Not fleeing,FALSE
+Curtis Stagger,5/28/2019,shot,gun,21,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+Gerald Tremblay,5/29/2019,shot,gun,62,M,W,Wilmington,NC,TRUE,attack,Not fleeing,FALSE
+TK TK,5/30/2019,shot,gun,,F,,Ontario,CA,TRUE,other,Not fleeing,FALSE
+Crystal Danielle Ragland,5/30/2019,shot,gun,32,F,B,Huntsville,AL,TRUE,attack,Not fleeing,FALSE
+Isaac Ray Ruiz,5/30/2019,shot,gun,22,M,H,Amarillo,TX,FALSE,attack,Foot,FALSE
+Steve Huff,5/30/2019,shot,gun,58,M,W,Havre de Grace,MD,TRUE,other,Not fleeing,FALSE
+Kyle Needham,5/31/2019,shot,vehicle,32,M,W,Gorham,ME,FALSE,attack,Car,FALSE
+Jesse Sarey,5/31/2019,shot,unarmed,26,M,A,Auburn,WA,TRUE,other,Not fleeing,FALSE
+Thomas Goodeyes Gay,6/1/2019,shot,unarmed,35,M,N,Bartlesville,OK,TRUE,undetermined,Not fleeing,FALSE
+Nikolai Landry,6/1/2019,shot,gun,27,M,W,Anderson,CA,FALSE,other,Not fleeing,FALSE
+Marcus Boles,6/1/2019,shot,knife,35,M,B,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Cody Wayne Seals,6/1/2019,shot,flashlight,38,M,,Fort Worth,TX,TRUE,attack,Not fleeing,FALSE
+Miles Hall,6/2/2019,shot,crowbar,23,M,B,Walnut Creek,CA,TRUE,attack,Not fleeing,TRUE
+David Hoal,6/3/2019,shot,gun,59,M,W,Collierville,TN,TRUE,attack,Not fleeing,FALSE
+Travis James Eckstein,6/3/2019,shot,gun,23,M,W,San Ysidro,CA,TRUE,attack,Car,FALSE
+Samuel Galberth,6/3/2019,shot,gun,43,M,B,Ardsley,NY,FALSE,attack,,FALSE
+Kevin Pudlik,6/3/2019,shot,unarmed,41,M,B,Detroit,MI,FALSE,other,Car,FALSE
+Martin Allen Goodier,6/4/2019,shot,knife,56,M,W,Davidsonville,MD,FALSE,other,Not fleeing,FALSE
+Erik Gebauer,6/4/2019,shot,gun,45,M,W,Indialantic,FL,FALSE,attack,Not fleeing,FALSE
+Fabian Rivera,6/5/2019,shot,gun,28,M,H,Bernalillo,NM,FALSE,other,Not fleeing,FALSE
+Jay Clem,6/5/2019,shot,gun,,M,W,Jonesboro,AR,TRUE,other,Not fleeing,FALSE
+Scott Hedgecock,6/5/2019,shot,knife,54,M,W,Trinity,NC,TRUE,attack,Not fleeing,FALSE
+Matthew Freeseha,6/5/2019,shot,gun,39,M,W,Escalon,CA,FALSE,attack,Not fleeing,FALSE
+Ryan Twyman,6/6/2019,shot,unarmed,,M,B,Los Angeles,CA,FALSE,other,Car,FALSE
+Jose De Santiago Media,6/6/2019,shot,sharp object,41,M,H,Los Angeles,CA,FALSE,other,Not fleeing,TRUE
+Edtwon Stamps,6/6/2019,shot,gun,27,M,B,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Harry Gipson,6/6/2019,shot,gun,70,M,W,Braxton,MS,TRUE,attack,,FALSE
+Jose Jesus Astorga,6/6/2019,shot,gun,,M,H,Modesto,CA,FALSE,attack,Not fleeing,FALSE
+Jose Salvador Meza,6/6/2019,shot,gun,35,M,H,San Gabriel,CA,FALSE,attack,Not fleeing,FALSE
+Rodnell Cotton,6/6/2019,shot,gun,26,M,B,St. Louis,MO,FALSE,attack,Foot,FALSE
+Zendall Noble,6/6/2019,shot,gun,58,M,W,Bonnyman,KY,FALSE,attack,Not fleeing,FALSE
+Jason Nash,6/7/2019,shot,gun,46,M,W,Bristol,TN,FALSE,other,Not fleeing,FALSE
+Bryan Bernard Wallace,6/8/2019,shot,gun,39,M,B,Clearwater,FL,FALSE,other,Not fleeing,FALSE
+Krystal Arvizu,6/8/2019,shot,ax,33,F,H,Fresno,CA,TRUE,attack,Not fleeing,TRUE
+JaQuavion Slaton,6/9/2019,shot,gun,20,M,B,Fort Worth,TX,FALSE,other,Foot,FALSE
+David Wayne Downs,6/9/2019,shot,knife,38,M,W,Portland,OR,FALSE,other,Not fleeing,FALSE
+William James Back,6/9/2019,shot,gun,41,M,W,Shirley,AR,FALSE,attack,Not fleeing,FALSE
+Ysidro Osornio-Velasquez,6/9/2019,shot,gun,32,M,H,Menifee,CA,FALSE,attack,Car,FALSE
+Terry Frost,6/10/2019,shot,vehicle,,M,W,Kingsport,TN,FALSE,attack,Not fleeing,FALSE
+"Vincense Williams, Jr.",6/10/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,other,Not fleeing,TRUE
+Brent Durbin-Daniel,6/10/2019,shot,gun,19,M,B,Lawton,OK,TRUE,other,Car,FALSE
+Jaquan Derrick Diijon Thompson,6/11/2019,shot,knife,27,M,B,Porteau,OK,FALSE,attack,Not fleeing,FALSE
+Eddie Humberto Segura,6/11/2019,shot,barstool,40,M,H,Orlando,FL,TRUE,attack,Not fleeing,FALSE
+Jimmy De Odell,6/11/2019,shot,unknown weapon,61,M,W,Hopkins County,TX,FALSE,other,Not fleeing,FALSE
+TK TK,6/11/2019,shot,toy weapon,56,M,,San Leandro,CA,TRUE,other,Not fleeing,FALSE
+Thomas Ray Berry,6/11/2019,shot,gun,52,M,,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Brandon Webber,6/12/2019,shot,vehicle,20,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Juan Manuel Moreno,6/12/2019,shot,unarmed,35,M,H,Farmers Branch,TX,FALSE,other,Car,FALSE
+Marquis Weems,6/13/2019,shot,vehicle,17,M,B,Rockville,MD,FALSE,attack,Car,FALSE
+Tramon Savage,6/13/2019,shot,vehicle,22,M,B,Jacksonville,AR,FALSE,attack,Car,FALSE
+TK TK,6/14/2019,shot,undetermined,,M,,Delano,CA,FALSE,undetermined,Foot,FALSE
+Michael Sheehan,6/15/2019,shot,gun,45,M,W,Belmont,NH,TRUE,other,Not fleeing,FALSE
+Mantry Norris,6/15/2019,shot,knife,20,M,B,Renton,WA,TRUE,attack,,FALSE
+Ty'Rese West,6/15/2019,shot,unknown weapon,18,M,B,Racine,WI,FALSE,other,Other,FALSE
+Jamarcus Dejun Moore,6/15/2019,shot,gun,28,M,B,Birmingham,AL,FALSE,attack,Car,FALSE
+Alfredo Chino,6/15/2019,shot,knife,38,M,H,Toppenish,WA,FALSE,other,Not fleeing,FALSE
+TK TK,6/15/2019,shot,gun,,M,,Pearland,TX,FALSE,other,Not fleeing,FALSE
+Eric Jack Logan,6/16/2019,shot,knife,53,M,B,South Bend,IN,FALSE,attack,Not fleeing,FALSE
+Carlos Vale,6/16/2019,shot,gun,31,M,H,Tucson,AZ,FALSE,attack,,FALSE
+Shawn Ray Wilson,6/16/2019,shot,gun,48,M,W,Fairbanks,AK,FALSE,attack,Not fleeing,FALSE
+Mark Anthony Galvan,6/17/2019,shot,vehicle,20,M,H,Brownsville,TX,FALSE,attack,Car,FALSE
+Francisco Tarin,6/17/2019,shot,gun,35,M,H,Las Cruces,NM,FALSE,attack,Car,FALSE
+Brian Isaack Clyde,6/17/2019,shot,gun,22,M,W,Dallas,TX,TRUE,attack,Foot,FALSE
+Josh Flores,6/18/2019,shot,knife,18,M,H,Centralia,WA,FALSE,other,Not fleeing,FALSE
+Michael Sheridan,6/18/2019,shot,gun,34,M,,Friendly Hills,CO,FALSE,attack,Not fleeing,FALSE
+DeWayne Watkins,6/18/2019,shot,toy weapon,74,M,B,Syracuse,NY,FALSE,attack,Not fleeing,FALSE
+Juan Carlos Chapa,6/20/2019,shot,gun,33,M,H,Mission,TX,FALSE,attack,Foot,FALSE
+Eric Portillo,6/20/2019,shot,gun,38,M,,Tulsa,OK,FALSE,attack,Car,TRUE
+Dewayne Tackett,6/20/2019,shot,gun,38,M,W,Ashville,OH,FALSE,other,Car,FALSE
+Kevin Anthony Alaniz,6/22/2019,shot,gun,26,M,H,Big Sur,CA,FALSE,attack,,FALSE
+Scott William Robertson,6/22/2019,shot,gun,41,M,W,Phoenix,MD,FALSE,other,,TRUE
+Michael Spencer,6/23/2019,shot,knife,29,M,W,Springfield,OH,TRUE,attack,Foot,FALSE
+Jaymil Ellerbe,6/24/2019,shot,gun,19,M,B,Boston,MA,FALSE,attack,Car,TRUE
+Bradley Rundle,6/24/2019,shot,gun,61,M,B,Englewood,FL,FALSE,attack,Not fleeing,FALSE
+Peter Alexander Bohning,6/24/2019,shot,knife,34,M,W,Seminole,TX,FALSE,attack,Not fleeing,FALSE
+Tomas Hernandez,6/25/2019,shot,knife,35,M,H,San Antonio,TX,TRUE,other,Not fleeing,FALSE
+TK TK,6/25/2019,shot,knife,,M,,Miami,FL,FALSE,other,Not fleeing,FALSE
+Shawn D. Blowers,6/25/2019,shot,knife,43,M,W,Menasha,WI,FALSE,other,Not fleeing,FALSE
+Michael Norquest,6/26/2019,shot,sword,50,M,W,Timberville,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Collins III,6/26/2019,shot,sharp object,32,M,B,Sugarcreek,OH,FALSE,attack,Not fleeing,TRUE
+Marvin Green,6/27/2019,shot,gun,50,M,B,Springfield,FL,FALSE,attack,Not fleeing,FALSE
+Benjamin Ray Smith,6/27/2019,shot,undetermined,54,M,B,Orangeburg,SC,FALSE,undetermined,,FALSE
+Stephen D. Sloan,6/27/2019,shot,gun,35,M,W,Wolfe County,KY,FALSE,other,Not fleeing,FALSE
+Matthew Christian Smith,6/27/2019,shot,gun,33,M,W,Omaha,NE,TRUE,attack,Not fleeing,FALSE
+Paul David Rea,6/27/2019,shot,unarmed,18,M,H,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+William Aubrey Martin,6/27/2019,shot,vehicle,50,M,W,Tulsa,OK,FALSE,attack,Car,FALSE
+Erik Sandoval,6/27/2019,shot,gun,41,M,H,Yucca Valley,CA,FALSE,attack,Not fleeing,FALSE
+Gene Pool,6/28/2019,shot,gun,37,M,B,Pueblo,CO,FALSE,other,Car,FALSE
+William Lamb,6/28/2019,shot,gun,76,M,W,Smyrna,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,6/28/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Car,FALSE
+Ryan Moody,6/28/2019,shot,gun,19,M,W,Pearl,MS,FALSE,attack,Not fleeing,FALSE
+Zackary Ryan Hoppe,6/28/2019,shot,gun,40,M,W,Bacliff,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,6/29/2019,shot,gun,61,M,W,Denton County,TX,FALSE,attack,,FALSE
+Jack Daniel West,6/29/2019,shot,gun,61,M,W,Lantana,TX,FALSE,attack,Not fleeing,TRUE
+Christopher Barela,7/1/2019,shot,gun,22,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+"Terry Allen ""Bubba"" Payne",7/1/2019,shot,gun,52,M,W,Pontotoc County,MS,FALSE,attack,Car,FALSE
+Aaron Hong,7/1/2019,shot,knife,23,M,A,Athens,GA,TRUE,attack,Not fleeing,TRUE
+Ben Fields,7/1/2019,shot,knife,67,M,B,Port St. Lucie,FL,FALSE,other,Not fleeing,FALSE
+Chad Williams,7/2/2019,shot,ax,44,M,W,Bagley Township,MI,TRUE,attack,,FALSE
+Isak Abdirahman Aden,7/2/2019,shot,gun,23,M,O,Eagan,MN,FALSE,other,Foot,TRUE
+TK TK,7/2/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Isaiah Robinson,7/2/2019,shot,gun,39,M,B,Elyria,OH,FALSE,attack,Car,FALSE
+Mark A. Naugle,7/3/2019,shot,hammer,53,M,W,Salem,IN,FALSE,other,Not fleeing,FALSE
+Stonechild Chiefstick,7/3/2019,shot,screwdriver,39,M,N,Poulsbo,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Pingel,7/3/2019,shot,knife,26,M,W,West Des Moines,IA,TRUE,other,Not fleeing,FALSE
+Christine Soto Venegas,7/3/2019,shot,toy weapon,38,F,H,El Paso,TX,FALSE,attack,Not fleeing,FALSE
+Li Xi Wang,7/3/2019,shot,unarmed,49,M,A,Chino,CA,FALSE,other,Not fleeing,TRUE
+Leonel Mendez,7/4/2019,shot,gun,34,M,H,Lakewood,CO,FALSE,attack,Foot,FALSE
+Olivio Sandoval Diaz,7/4/2019,shot and Tasered,piece of wood,47,M,H,Roswell,GA,FALSE,attack,Not fleeing,FALSE
+Jose Martinez,7/5/2019,shot,scissors,34,M,H,West Jordan,UT,FALSE,other,Foot,FALSE
+James C. Pinkston,7/5/2019,shot,gun,58,M,W,Mountain Grove,MO,FALSE,attack,Not fleeing,FALSE
+Hannah Williams,7/5/2019,shot,toy weapon,17,F,W,Anaheim,CA,TRUE,attack,Not fleeing,TRUE
+Joshua Ortiz,7/5/2019,shot,unarmed,21,M,W,Oak View,CA,FALSE,attack,Not fleeing,FALSE
+Angel Ramos Otero,7/5/2019,shot,knife,37,M,H,Ruskin,FL,FALSE,other,Not fleeing,FALSE
+Kareem Omar Morgan,7/6/2019,shot,gun,43,M,B,Rosedale,MD,FALSE,attack,Other,FALSE
+Thomas Graham,7/7/2019,shot,knife,61,M,W,Jacksonville,AR,TRUE,attack,Not fleeing,FALSE
+Tymar Crawford,7/7/2019,shot,gun,28,M,B,Pensacola,FL,FALSE,attack,Car,FALSE
+Johnny W. Dellinger,7/7/2019,shot,gun,41,M,W,Timberville,VA,FALSE,other,Not fleeing,FALSE
+Johnny M. Vigil,7/7/2019,shot,gun,43,M,,Tularosa,NM,FALSE,attack,Not fleeing,FALSE
+Shawn Toney,7/8/2019,shot,gun,23,M,W,Brooklyn,OH,TRUE,attack,Not fleeing,FALSE
+Anthony James Gonzales,7/9/2019,shot,undetermined,36,M,H,Bakersfield,CA,FALSE,undetermined,Not fleeing,FALSE
+Sean Rambert,7/9/2019,shot,gun,23,M,B,Greenville,NC,FALSE,attack,Not fleeing,FALSE
+Grayson Schuessler,7/9/2019,shot,gun,26,M,W,Citrus Heights,CA,FALSE,attack,,FALSE
+Jason Harris,7/9/2019,shot and Tasered,knife,36,M,,Rancho Mirage,CA,FALSE,attack,Not fleeing,TRUE
+Darrell Allen,7/10/2019,shot,knife,32,M,B,Adelanto,CA,FALSE,attack,Foot,FALSE
+Dennis Edwards,7/10/2019,shot,gun,62,M,W,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Frankie Feliciano,7/11/2019,shot,knife,33,M,H,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Logan O. Johnsrud,7/11/2019,shot,knife,32,M,W,Arpin,WI,TRUE,attack,Not fleeing,FALSE
+Willem Van Spronsen,7/13/2019,shot,gun,69,M,W,Tacoma,WA,FALSE,other,Not fleeing,FALSE
+Derek Antonio-Sanchez,7/13/2019,shot,unarmed,35,M,H,Kirkland,WA,FALSE,attack,Not fleeing,FALSE
+Brian H. Benfield,7/13/2019,shot,gun,46,M,W,Coleman,FL,FALSE,attack,Not fleeing,FALSE
+Jamahl Smith,7/13/2019,shot,knife,46,M,B,Orange,NJ,FALSE,other,Foot,FALSE
+Blige Sean Christopher Cypress,7/14/2019,shot,gun,22,M,B,Hollywood,FL,FALSE,attack,Car,FALSE
+Onaje Dickinson,7/14/2019,shot,gun,20,M,B,Penn Hills,PA,FALSE,attack,Foot,FALSE
+Dijon D. Watkins,7/14/2019,shot,gun,30,M,B,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Ashanti Pinkney,7/15/2019,shot,gun,49,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Anthony Brand,7/15/2019,shot,toy weapon,43,M,W,Salt Lake City,UT,TRUE,other,Not fleeing,TRUE
+Jose Javier Gonzalez,7/16/2019,shot,knife,52,M,H,Chino Hills,CA,FALSE,attack,Not fleeing,FALSE
+Stephen Fischer,7/16/2019,shot,gun,62,M,,Memphis,IN,TRUE,attack,Not fleeing,FALSE
+Daryl Johannesson,7/16/2019,shot,gun,56,M,W,Porterdale,GA,FALSE,attack,Not fleeing,FALSE
+Brandon Ray Stansel,7/16/2019,shot,gun,36,M,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Kelly Danielle Brumley,7/16/2019,shot,gun,40,F,W,Lake Jackson,TX,FALSE,attack,Car,FALSE
+Stephen Murray,7/17/2019,shot,toy weapon,52,M,B,Modesto,CA,FALSE,attack,Not fleeing,TRUE
+Mark Anson Schoggins,7/17/2019,shot,gun,35,M,W,McAlester,OK,FALSE,attack,Car,FALSE
+Roderick Wilson,7/17/2019,shot,gun,35,M,B,Birmingham,AL,FALSE,attack,Foot,FALSE
+Tony Orland Mills,7/18/2019,shot,gun,73,M,,Medford,OR,TRUE,attack,Not fleeing,FALSE
+Samuel Fullerton,7/18/2019,shot,gun,39,M,,Stone County,AR,FALSE,attack,,FALSE
+Patrick Martinez,7/18/2019,shot,knife,53,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Leo Brooks,7/18/2019,shot,gun,23,M,B,Metairie,LA,FALSE,other,Not fleeing,FALSE
+Makeyvion Devonte Cannon,7/18/2019,shot,gun,19,M,B,Fort Worth,TX,FALSE,attack,Not fleeing,TRUE
+Witney Rivera,7/19/2019,shot,garden tool,41,M,H,Pemberton,NJ,FALSE,other,,FALSE
+Jeffrey Bodie,7/19/2019,shot,gun,39,M,W,League City,TX,TRUE,attack,Not fleeing,FALSE
+Elisha Lucero,7/21/2019,shot,knife,28,F,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Hashim Jibiri Wilson,7/21/2019,shot,gun,28,M,B,Tacoma,WA,FALSE,attack,Not fleeing,FALSE
+Shawan F. Allen,7/22/2019,shot,gun,,M,B,Wesson,MS,FALSE,attack,,FALSE
+John David Brown,7/22/2019,shot,gun,53,M,W,Ranburne,AL,TRUE,attack,Not fleeing,FALSE
+James Manzo,7/23/2019,shot,scissors,27,M,W,Asbury Park,NJ,TRUE,other,Not fleeing,FALSE
+Omari Thompson,7/23/2019,shot,gun,31,M,B,Ross Township,PA,FALSE,attack,Not fleeing,FALSE
+Joshua Vigil,7/23/2019,shot,gun,38,M,H,Colorado Springs,CO,FALSE,other,Car,FALSE
+Josef Delon Richardson,7/25/2019,shot,unarmed,38,M,B,Port Allen,LA,FALSE,undetermined,,FALSE
+Alphonso Zaporta,7/26/2019,shot,gun,41,M,H,Hartford,CT,FALSE,attack,Car,TRUE
+Todd Messner,7/26/2019,shot,gun,49,M,W,Three Springs,PA,FALSE,attack,Not fleeing,FALSE
+Donald Williams Allamong,7/26/2019,shot,gun,56,M,W,Sun City,SC,TRUE,other,Not fleeing,FALSE
+TK TK,7/27/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Adalberto Wolmar Rodriguez,7/28/2019,shot,gun,62,M,H,Boyton Beach,FL,FALSE,attack,Not fleeing,FALSE
+Larry Pettiford,7/28/2019,shot,gun,69,M,,Stroudsburg,PA,TRUE,attack,Not fleeing,FALSE
+TK TK,7/29/2019,shot,gun,,M,,Houston,TX,FALSE,other,Car,FALSE
+Lane Christopher Martin,7/30/2019,shot,ax,31,M,W,Portland,OR,FALSE,attack,,FALSE
+Donald Lee Joseph,7/31/2019,shot,unknown weapon,37,M,W,Roy,UT,FALSE,other,,FALSE
+Jose Baca-Olivares,7/31/2019,shot,gun,,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Troy Petersen,7/31/2019,shot,gun,28,M,W,Council Bluffs,IA,FALSE,attack,Car,FALSE
+Robert Schneider,7/31/2019,shot,gun,46,M,,Cincinnati,OH,FALSE,attack,Not fleeing,FALSE
+Jerry Reeves,7/31/2019,shot,gun,42,M,,Chattanooga,TN,FALSE,attack,Not fleeing,FALSE
+Mauris Nishanga DeSilva,7/31/2019,shot and Tasered,knife,46,M,A,Austin,TX,TRUE,other,Not fleeing,FALSE
+Jamaal Simpson,8/1/2019,shot,gun,21,M,B,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Andre Leach,8/1/2019,shot,gun,27,M,,Allentown,PA,FALSE,attack,Not fleeing,FALSE
+Margarita Victoria Brooks,8/1/2019,shot,unarmed,30,F,W,Arlington,TX,FALSE,other,Not fleeing,FALSE
+Eric Toon,8/1/2019,shot,gun,36,M,W,Charleston,WV,FALSE,attack,Other,FALSE
+David Willoughby,8/1/2019,shot,vehicle,54,M,,Jackson County,KY,FALSE,attack,Car,FALSE
+Lenny Blaine Griffin,8/1/2019,shot,knife,48,M,W,Tampa,FL,TRUE,other,Not fleeing,FALSE
+Delano Williams,8/2/2019,shot,gun,55,M,,Charlottte,NC,TRUE,attack,Not fleeing,FALSE
+Mario Benjamin,8/2/2019,shot,gun,34,M,B,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Deshon Downing,8/2/2019,shot,gun,45,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+De'Von Bailey,8/3/2019,shot,gun,19,M,B,Colorado Springs,CO,FALSE,other,Foot,TRUE
+Oscar Ventura-Gonzalez,8/3/2019,shot,gun,32,M,H,Revere,MA,FALSE,attack,Car,FALSE
+John Clark,8/3/2019,shot,gun,35,M,,Safety Harbor,FL,FALSE,attack,Car,FALSE
+Cortney Ronald Staley,8/3/2019,shot,gun,32,M,W,Carson City,NV,FALSE,attack,Not fleeing,FALSE
+Aigon Andrew Wallace,8/3/2019,shot,knife,25,M,,Loganville,GA,FALSE,attack,Foot,FALSE
+Connor Betts,8/4/2019,shot,gun,24,M,W,Dayton,OH,TRUE,attack,Not fleeing,FALSE
+Robert Clay Wilsford,8/4/2019,shot,gun,65,M,W,Hanceville,AL,TRUE,attack,Not fleeing,FALSE
+Riche Antonio Santiago,8/5/2019,shot,gun,29,M,H,Salt Lake City,UT,FALSE,attack,Not fleeing,TRUE
+James Lee Kirkwood,8/5/2019,shot,knife,49,M,B,Memphis,TN,FALSE,attack,Foot,FALSE
+Marvin Alexis Urbina,8/5/2019,shot,vehicle,19,M,H,Bakersfield,CA,FALSE,other,Car,FALSE
+Derrick Davidson,8/5/2019,shot,gun,56,M,W,Lowell,AR,TRUE,undetermined,Not fleeing,FALSE
+Kaizen Crossen,8/5/2019,shot,gun,39,M,B,Irvington,NJ,FALSE,attack,Not fleeing,FALSE
+William Biggs,8/5/2019,shot,gun,43,M,W,Pocahontas County,WV,FALSE,attack,Car,FALSE
+Allan George,8/5/2019,shot,gun,57,M,W,Rifle,CO,TRUE,other,Foot,FALSE
+Donald Babbit,8/6/2019,shot,gun,49,M,W,Shaler Township,PA,FALSE,attack,Not fleeing,FALSE
+Detravian Allison,8/7/2019,shot,gun,18,M,B,Longview,TX,FALSE,attack,Not fleeing,FALSE
+Toussaint Diamon Sims,8/8/2019,shot,gun,27,M,B,Moss Point,MS,FALSE,attack,Foot,TRUE
+Kevin Jenkins,8/8/2019,shot,gun,52,M,,Leitchfield,KY,TRUE,attack,Not fleeing,FALSE
+TK TK,8/9/2019,shot,knife,,M,,Beaumont,CA,FALSE,attack,Not fleeing,FALSE
+Jason Xavier Salas,8/9/2019,shot,machete,52,M,H,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Jose Mendez,8/9/2019,shot,gun and vehicle,37,M,H,Kansas City,MO,FALSE,attack,Foot,FALSE
+Mark Johnson,8/9/2019,shot,toy weapon,62,M,,Montpelier,VT,TRUE,attack,Not fleeing,FALSE
+Manuel Charles Carter,8/10/2019,shot,knife,57,M,,Bradley County,TN,FALSE,attack,Not fleeing,FALSE
+Freddrick Andrews Hadden,8/10/2019,shot,gun,45,M,W,Augusta,GA,FALSE,attack,Car,FALSE
+John Michael George,8/11/2019,shot,gun,46,M,,Fort Worth,TX,FALSE,attack,Not fleeing,FALSE
+Aaron Luther,8/12/2019,shot,gun,49,M,W,Riverside,CA,FALSE,attack,Not fleeing,FALSE
+Scott Souders,8/12/2019,shot,gun,38,M,W,Chetopa,KS,FALSE,attack,Not fleeing,FALSE
+David Ingle,8/13/2019,shot,unarmed,31,M,W,Joplin,MO,FALSE,attack,Not fleeing,FALSE
+Jerry Orlando Weaver,8/13/2019,shot,gun,51,M,B,Clinton,TN,TRUE,attack,Not fleeing,FALSE
+Anthony Wayne French,8/13/2019,shot,gun,,M,W,Louisville,KY,FALSE,attack,Not fleeing,FALSE
+Charles Roy Pearson,8/13/2019,shot,gun,51,M,B,Kansas City,KS,FALSE,attack,Not fleeing,FALSE
+Cole Steele Jessup,8/13/2019,shot,vehicle,20,M,W,Ramseur,NC,FALSE,attack,Car,FALSE
+Thomas Michael Reynolds,8/14/2019,shot,gun,37,M,,Belton,SC,FALSE,other,Not fleeing,FALSE
+William Lloyd Jones,8/14/2019,shot,gun,49,M,,Formosa,AR,FALSE,attack,Not fleeing,FALSE
+Jamie Fernandez,8/15/2019,shot,gun,31,F,,Denver,CO,FALSE,attack,Foot,FALSE
+Jovany Mercado-Bedolla,8/16/2019,shot,knife,26,M,H,Ogden,UT,FALSE,attack,Not fleeing,TRUE
+TK TK,8/16/2019,shot,gun,,M,,Spokane Valley,WA,FALSE,attack,Car,FALSE
+Rashad Cunningham,8/17/2019,shot,gun,25,M,B,Gary,IN,FALSE,undetermined,Not fleeing,FALSE
+Uzzle Jerome,8/17/2019,shot,gun,,M,B,Newport News,VA,FALSE,attack,Car,FALSE
+Mike Parsley,8/17/2019,shot,gun,62,M,W,Springville,IN,FALSE,attack,Not fleeing,FALSE
+Schaston Theodore Lamarr Hodge,8/17/2019,shot,gun,27,M,B,Dallas,TX,FALSE,attack,Car,TRUE
+Roberto Rene Gabriel,8/18/2019,shot,gun,33,M,H,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jared R. Nelson,8/18/2019,shot,sharp object,38,M,,Caledonia,WI,FALSE,attack,Not fleeing,FALSE
+Michael Lopez,8/19/2019,shot,gun,69,M,,Las Vegas,NV,FALSE,attack,Car,FALSE
+Carlos Torres,8/19/2019,shot,gun,39,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+TK TK,8/19/2019,shot,vehicle,,M,,Fullerton,CA,FALSE,attack,Car,TRUE
+Amari Malone,8/21/2019,shot,gun,18,M,B,Fort Worth,TX,FALSE,attack,Foot,TRUE
+James Crowe,8/21/2019,shot,unknown weapon,27,M,W,Nicholasville,KY,FALSE,undetermined,Not fleeing,FALSE
+TK TK,8/21/2019,shot,undetermined,50,M,H,Stanton,CA,FALSE,undetermined,,FALSE
+TK TK,8/21/2019,shot,gun,54,M,,North Aurora,IL,TRUE,attack,Not fleeing,FALSE
+Roger Schafer,8/22/2019,shot,toy weapon,57,M,W,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/22/2019,shot,undetermined,,M,,Westminster,CA,FALSE,other,Car,FALSE
+Michael Tuck,8/22/2019,shot,Taser,29,M,B,Dayton,OH,FALSE,attack,Foot,FALSE
+Riley Eugene Peay,8/22/2019,shot,unarmed,39,M,W,Glennville,GA,FALSE,attack,Not fleeing,FALSE
+Roberto Mata,8/22/2019,shot,gun,46,M,,Hobbs,NM,FALSE,attack,Not fleeing,FALSE
+Chad Michael Breinholt,8/23/2019,shot,unarmed,31,M,W,West Valley City,UT,FALSE,other,Not fleeing,TRUE
+Larry Leonard Lowry,8/23/2019,shot,knife,34,M,W,Cottage Grove,OR,FALSE,other,Not fleeing,FALSE
+Dennis Carolino,8/24/2019,shot,shovel,52,M,H,El Cerrito,CA,TRUE,attack,Not fleeing,TRUE
+Channara Tom Pheap,8/26/2019,shot,unarmed,33,M,B,Knoxville,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,8/26/2019,shot,gun,,M,,Anchorage,AK,TRUE,attack,Not fleeing,FALSE
+Raymond Lewis Williams,8/27/2019,shot,gun,37,M,B,Helena,AR,FALSE,attack,,FALSE
+Bobby Ray Moore,8/27/2019,shot,gun,67,M,,Stockton,CA,FALSE,attack,Not fleeing,FALSE
+Keith Carter,8/27/2019,shot,gun,52,M,B,Baton Rouge,LA,TRUE,attack,Car,FALSE
+Wallace Wilder,8/28/2019,shot,knife,62,M,B,Gordo,AL,TRUE,other,,FALSE
+Tyrone Domingo Banks,8/28/2019,shot,gun and car,30,M,B,Baltimore,MD,FALSE,attack,Car,FALSE
+Jeremy Connolly,8/28/2019,shot,knife,28,M,W,Salina,KS,FALSE,other,Not fleeing,FALSE
+Randall Gamboa,8/29/2019,shot,gun,16,M,,Carlsbad,NM,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,Jamaica,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,8/30/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Rene Enrique Ruiz,8/30/2019,shot,gun and vehicle,51,M,H,Tolleson,AZ,FALSE,attack,Other,FALSE
+Ricardo Hylton,8/30/2019,shot,gun,35,M,,Wilmington,DE,FALSE,attack,Not fleeing,FALSE
+Terry Tillman,8/31/2019,shot,gun,23,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+TK TK,8/31/2019,shot,gun,,M,,Wake County,NC,FALSE,attack,Foot,FALSE
+Kobe Heisler,8/31/2019,shot,hammer,23,M,,Brooklyn Center,MN,FALSE,other,Not fleeing,TRUE
+Shawn Fondren,8/31/2019,shot,vehicle,47,M,,Florence,MS,FALSE,other,Car,FALSE
+Seth Aaron Ator,8/31/2019,shot,gun,36,M,W,Odessa,TX,TRUE,attack,Car,FALSE
+Juan Carlos Macias,8/31/2019,shot,gun,37,M,H,Denver,CO,FALSE,attack,Not fleeing,FALSE
+Robert Desjarlais,9/1/2019,shot,vehicle,49,M,W,Sand Springs,OK,FALSE,attack,Car,TRUE
+Sidney J. Holst,9/1/2019,shot,gun,49,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+TK TK,9/2/2019,shot,gun,,M,,New York,NY,FALSE,attack,Foot,FALSE
+Steven Cole Gill,9/2/2019,shot,grenade,35,M,W,Missoula,MT,TRUE,attack,Not fleeing,FALSE
+Tommy Luke Hranicky,9/2/2019,shot,knife,17,M,W,Kerrville,TX,FALSE,other,Not fleeing,FALSE
+Robert Anderson,9/2/2019,shot,undetermined,43,M,,Silver Springs,NV,FALSE,attack,Not fleeing,FALSE
+Attillio Gilmartin,9/3/2019,shot,gun,30,M,W,Bluff City,TN,FALSE,attack,Car,FALSE
+Eduard Alexis Lopez-Ucles,9/3/2019,shot,vehicle,34,M,H,Kaukauna,WI,FALSE,other,Car,FALSE
+Terry Pierce,9/3/2019,shot,vehicle,46,M,W,Van Wert,OH,TRUE,other,Car,FALSE
+Fares J. Al-Samno,9/4/2019,shot,knife,29,M,W,Coeur d'Alene,ID,FALSE,attack,Not fleeing,FALSE
+Kenneth Lawson,9/4/2019,shot,knife,62,M,,Victorville,CA,TRUE,other,Not fleeing,FALSE
+Michael E. Robbins,9/4/2019,shot,gun,53,M,,Rigby,ID,FALSE,attack,Not fleeing,FALSE
+Cortez Shepherd,9/5/2019,shot,gun,28,M,B,St. Louis,MO,FALSE,attack,Not fleeing,FALSE
+Sam Burt,9/5/2019,shot,gun,65,M,,LaGrange,GA,FALSE,attack,Not fleeing,FALSE
+John Carras,9/5/2019,shot,unarmed,43,M,W,East Hartford,CT,FALSE,attack,Not fleeing,FALSE
+Vondarrow Dewayne Fisher,9/6/2019,shot,gun,42,M,B,Glendora,CA,FALSE,other,Foot,FALSE
+Brian Quinones,9/7/2019,shot,knife,30,M,H,Richfield,MN,TRUE,other,Car,FALSE
+TK TK,9/7/2019,shot,knife,,M,,Nacogdoches,TX,FALSE,other,Not fleeing,FALSE
+Christopher Johnson,9/8/2019,shot,gun,51,M,,Longview,WA,TRUE,attack,Not fleeing,FALSE
+Bennie Branch,9/8/2019,shot,toy weapon,24,M,B,Tacoma,WA,FALSE,undetermined,Foot,FALSE
+Quentin Broadus,9/9/2019,shot,gun,27,M,B,Oklahoma City,OK,FALSE,attack,Other,TRUE
+Kristopher Fitzpatrick,9/9/2019,shot,gun,41,M,W,Aberdeen,WA,FALSE,attack,Foot,FALSE
+Hector Miranda,9/9/2019,shot,gun and knife,47,M,H,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Bobby Ray Duckworth,9/10/2019,shot,knife,26,M,B,Wellington,UT,TRUE,other,Not fleeing,TRUE
+Caleb Daniel Peterson,9/11/2019,shot,gun,20,M,W,Burlington,IA,FALSE,attack,Foot,FALSE
+Tasjon Tyreek Osbourne,9/11/2019,shot,gun,18,M,B,Columbus,OH,FALSE,other,Car,FALSE
+TK TK,9/12/2019,shot,gun,,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Allen Cates,9/12/2019,shot,undetermined,29,M,W,Independence,MO,FALSE,attack,,FALSE
+Alvaro Duran Venegas,9/12/2019,shot,piece of wood,35,M,H,Santa Clarita,CA,FALSE,attack,Not fleeing,FALSE
+Robert E. Domine,9/13/2019,shot,gun,77,M,W,Loyal,WI,FALSE,attack,Not fleeing,FALSE
+TK TK,9/13/2019,shot,gun,25,M,,Bracketville,TX,FALSE,attack,Not fleeing,FALSE
+Nicholas Walker,9/14/2019,shot,toy weapon,31,M,B,Arlington,TX,TRUE,attack,Not fleeing,TRUE
+Melvin Watkins,9/14/2019,shot,unarmed,54,M,B,Baton Rouge,LA,FALSE,undetermined,Not fleeing,FALSE
+Jose Orona,9/14/2019,shot,gun,33,M,H,Plainview,TX,TRUE,attack,Not fleeing,FALSE
+James Hilton Glaze,9/14/2019,shot,gun,76,M,W,Ooltewah,TN,TRUE,attack,Not fleeing,FALSE
+Brian Dryer,9/15/2019,shot,knife,28,M,W,Oklahoma City,OK,TRUE,attack,Not fleeing,TRUE
+Ronald Davis,9/15/2019,shot,knife,31,M,B,St. Paul,MN,FALSE,attack,Not fleeing,TRUE
+TK TK,9/15/2019,shot,gun,,M,,Katy,TX,FALSE,attack,Foot,FALSE
+Eric Carter,9/16/2019,shot,gun,53,M,B,Washington,DC,FALSE,attack,Not fleeing,FALSE
+Jeffrey Michael Gibble,9/16/2019,shot,gun,33,M,W,Elizabethon,TN,FALSE,attack,Foot,FALSE
+Kristopher Adams,9/16/2019,shot,gun,37,M,W,Sanger,TX,FALSE,attack,Foot,FALSE
+TK TK,9/16/2019,shot,gun,,M,,Houston,TX,FALSE,attack,Foot,FALSE
+Gay Ellen Plack,9/17/2019,shot,hatchet,57,F,W,Richmond,VA,TRUE,attack,Not fleeing,TRUE
+TK TK,9/17/2019,shot,vehicle,,M,,Milton,FL,FALSE,attack,Car,FALSE
+Brian Rodden,9/17/2019,shot,samurai sword,36,M,W,Oceanside,NY,TRUE,attack,Not fleeing,FALSE
+Gregory Edwards,9/17/2019,shot and Tasered,gun,39,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Scott Gabriel Spangler,9/18/2019,shot,gun,43,M,W,Salem,OR,FALSE,attack,Not fleeing,FALSE
+Gabriel Rouse,9/18/2019,shot,gun,44,M,W,Tallahassee,FL,FALSE,attack,Not fleeing,FALSE
+Willie Hudson,9/18/2019,shot,gun,33,M,B,Memphis,TN,FALSE,attack,Not fleeing,FALSE
+Shawn Stevens,9/18/2019,shot and Tasered,knife,49,M,B,Wilkinsburg,PA,FALSE,attack,Not fleeing,FALSE
+Jordan Michael Griffin,9/19/2019,shot,pellet gun,18,M,B,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+John Emory Sawyer,9/19/2019,shot,unknown weapon,74,M,,Soddy Daisy,TN,TRUE,other,Not fleeing,FALSE
+Adam Paul English,9/20/2019,shot,gun,21,M,W,Gainesville,GA,TRUE,attack,Not fleeing,TRUE
+Scott Johnson,9/20/2019,shot,gun,57,M,W,Lakewood,CO,FALSE,attack,Not fleeing,FALSE
+Jeffrey Peterson,9/21/2019,shot,gun,29,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Anderson Antelope,9/21/2019,shot,knife,58,M,N,Riverton,WY,TRUE,attack,Not fleeing,FALSE
+TK TK,9/22/2019,shot,gun,74,M,W,Austin,TX,FALSE,attack,Not fleeing,FALSE
+Raymond Hernandez,9/23/2019,shot,gun,63,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jeffery Tyler Aycock,9/23/2019,shot,gun,28,M,W,Floyd County,GA,FALSE,attack,Foot,FALSE
+Charles Nation,9/23/2019,shot,unknown weapon,31,M,,Lowell,AR,FALSE,other,Not fleeing,FALSE
+Jarod Lee Smith,9/24/2019,shot,gun,41,M,,Huntington,WV,FALSE,attack,Not fleeing,FALSE
+Haywood Cannon,9/24/2019,shot,gun,67,M,W,Richlands,NC,FALSE,attack,Car,FALSE
+Ronald Michael McCrary,9/24/2019,shot,knife,63,M,,Sanford,NC,FALSE,other,,FALSE
+Daryl Strickland,9/25/2019,shot,gun,64,M,W,Hartsville,SC,FALSE,attack,Not fleeing,FALSE
+Kevin Dudenhefer,9/25/2019,shot and Tasered,gun,32,M,W,Lacombe,LA,TRUE,attack,Not fleeing,FALSE
+Leonard Shand,9/26/2019,shot,knife,49,M,B,Hyattsville,MD,FALSE,attack,Not fleeing,FALSE
+Chad Willis Huggins,9/26/2019,shot,gun,28,M,W,Lexington County,SC,FALSE,attack,Other,FALSE
+TK TK,9/26/2019,shot,vehicle,,M,,La Habra,CA,FALSE,attack,Car,FALSE
+TK TK,9/26/2019,shot,gun,,M,,Dallas,TX,FALSE,attack,Not fleeing,FALSE
+Jamaal Ramone Taylor,9/28/2019,shot,knife,31,M,B,Baltimore,MD,FALSE,attack,Foot,FALSE
+TK TK,9/28/2019,shot,gun,,M,,Boston,MA,FALSE,attack,Foot,FALSE
+David Page,9/29/2019,shot,toy weapon,20,M,W,Monument,CO,TRUE,attack,Not fleeing,FALSE
+Richard Cabrera,9/29/2019,shot,gun,38,M,,Miami,FL,FALSE,attack,,FALSE
+Antonio Williams,9/29/2019,shot,gun,27,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Angela Louise Perkins,9/29/2019,shot,vehicle,38,F,W,Cotter,MO,FALSE,attack,Car,FALSE
+Dewayne Morgan,9/29/2019,shot and Tasered,unarmed,37,M,W,Longview,TX,FALSE,attack,Foot,FALSE
+Anthony Watkins,9/30/2019,shot,gun and car,36,M,W,Yucca Valley,CA,FALSE,attack,Car,FALSE
+Raphael Michael Torres,9/30/2019,shot and Tasered,knife,35,M,H,Gainesville,GA,FALSE,other,Foot,FALSE
+Jack Thomas Naylor,10/1/2019,shot,gun,50,M,W,Drennen,WV,FALSE,attack,Not fleeing,FALSE
+Roy Tucker,10/1/2019,shot,gun,75,M,W,Elkton,KY,FALSE,attack,Not fleeing,FALSE
+Joseph Jesk,10/1/2019,shot,BB gun and vehicle,32,M,W,Bridgeview,IL,FALSE,attack,Foot,FALSE
+Christopher G. Louras,10/1/2019,shot,gun,34,M,W,Rutland,VT,FALSE,attack,Car,FALSE
+Ronald Audette,10/3/2019,shot,gun,61,M,,Grovetown,GA,TRUE,attack,Not fleeing,FALSE
+Michael John,10/3/2019,shot,gun,24,M,B,Oklahoma City,OK,FALSE,attack,Not fleeing,TRUE
+Bruce William Clark,10/4/2019,shot,wasp spray,37,M,W,Jacksonville,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Massey,10/5/2019,shot,air pistol,33,M,W,Carrollton,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,10/6/2019,shot,Airsoft pistol,55,M,,Herald,CA,FALSE,other,Not fleeing,FALSE
+Bradley Arning,10/6/2019,shot,gun,42,M,,Maryland Heights,MO,FALSE,attack,Not fleeing,FALSE
+Antonio Vasquez,10/6/2019,shot,knife,37,M,H,Los Angeles,CA,TRUE,other,Not fleeing,FALSE
+Maurice Holley,10/6/2019,shot,gun,55,M,B,Sacramento,CA,FALSE,other,Not fleeing,TRUE
+Joshua Chase Conner,10/7/2019,shot,knife,31,M,W,Kountze,TX,FALSE,other,Not fleeing,FALSE
+Bobby Lee Vaughn,10/7/2019,shot,gun,54,M,W,Tahlequah,OK,TRUE,attack,Not fleeing,TRUE
+Crederick Joseph,10/8/2019,shot,baton,37,M,B,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Joseph Cimino,10/8/2019,shot,vehicle,48,M,W,Lincoln,NE,FALSE,attack,Not fleeing,FALSE
+Zachary Aldrige Hall,10/8/2019,shot,vehicle,28,M,W,Layton,UT,FALSE,attack,Car,FALSE
+Leo Craig,10/9/2019,shot,gun,31,M,B,Oklahoma City,OK,FALSE,attack,,TRUE
+Michael Uccello,10/10/2019,shot,vehicle,48,M,W,Los Angeles,CA,FALSE,other,Car,FALSE
+Norbert Beyet,10/10/2019,shot,gun,58,M,W,Farmington,NM,FALSE,attack,Not fleeing,TRUE
+David Doyle,10/11/2019,shot,gun,56,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Matthew Abrams,10/11/2019,shot,gun,40,M,,Pine Bluff,AR,FALSE,attack,Foot,FALSE
+Sayven Lane Rowland,10/11/2019,shot,gun,19,M,W,Pittsburg,OK,FALSE,attack,Other,FALSE
+Atatiana Jefferson,10/12/2019,shot,unarmed,28,F,B,Fort Worth,TX,FALSE,other,Not fleeing,TRUE
+Matthew Graham,10/12/2019,shot,gun,32,M,,Myrtle Beach,SC,FALSE,attack,Not fleeing,TRUE
+Sawandi Asad Toussaint,10/12/2019,shot,gun,21,M,B,El Monte,CA,FALSE,attack,Foot,FALSE
+Fernando Mora,10/12/2019,shot,machete,57,M,H,North Port,FL,FALSE,attack,Not fleeing,FALSE
+Levy Isacc Madueno Santibanez,10/13/2019,shot,gun,17,M,H,Glendale,AZ,FALSE,attack,Not fleeing,FALSE
+Emilio Mojica,10/13/2019,shot,baseball bat,22,M,H,Corpus Christi,TX,FALSE,other,Not fleeing,TRUE
+Jose Eduardo Flores,10/13/2019,shot,gun,26,M,H,Buckeye,AZ,FALSE,attack,,FALSE
+TK TK,10/14/2019,shot,gun,,M,,Albuquerque,NM,FALSE,attack,Not fleeing,FALSE
+Christopher Whitfield,10/14/2019,shot,unarmed,31,M,B,Ethel,LA,TRUE,undetermined,Foot,FALSE
+Victor Jarvis,10/14/2019,shot,gun,61,M,B,High Point,NC,FALSE,attack,Not fleeing,FALSE
+Bonny Thomas,10/14/2019,shot,knife,54,F,W,Athens,GA,FALSE,attack,Not fleeing,TRUE
+Dennis Patrick,10/15/2019,shot,gun,28,M,W,Jamestown,NC,TRUE,attack,Not fleeing,FALSE
+Cameron Ely,10/15/2019,shot,unarmed,30,M,W,Hope Ranch,CA,FALSE,other,Not fleeing,FALSE
+Nasheem Prioleau,10/15/2019,shot,gun,30,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+David James Bamber,10/15/2019,shot,gun,28,M,W,Wendell,ID,FALSE,other,Car,FALSE
+Akinyia Malik Jerome Gray,10/15/2019,shot,gun,26,M,B,Stone Mountain,GA,FALSE,attack,Not fleeing,FALSE
+Chase Andrew Austin,10/16/2019,shot,gun,28,M,W,Roanoke,VA,FALSE,attack,Other,FALSE
+Lazzeri James Frazier,10/16/2019,shot,gun,21,M,B,Sherman Oaks,CA,FALSE,other,Not fleeing,FALSE
+Allan Feliz,10/17/2019,shot,vehicle,31,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+Marcus Hartsfield,10/17/2019,shot,straight edge razor,27,M,W,Oakridge,OR,FALSE,other,Not fleeing,FALSE
+Christopher DeQuan Crosby,10/17/2019,shot,gun,34,M,B,Warren,AR,FALSE,attack,Car,FALSE
+Cameron Bennett,10/17/2019,shot,gun and vehicle,22,M,B,Fayette,MS,FALSE,attack,Car,FALSE
+David Sanders,10/18/2019,shot,vehicle,46,M,,St. Joseph County,MI,FALSE,attack,Not fleeing,FALSE
+Malachi Crane,10/18/2019,shot,gun,29,M,W,Idaho Falls,ID,TRUE,attack,Not fleeing,FALSE
+Charles Tsakiris,10/18/2019,shot,knife,38,M,W,Farmingdale,NJ,FALSE,attack,Not fleeing,FALSE
+McLemore Ronald,10/19/2019,shot,baseball bat and knife,51,M,W,Leesburg,FL,TRUE,other,Not fleeing,FALSE
+Ricky Leonard Harris,10/19/2019,shot,gun,61,M,,Easley,SC,FALSE,attack,Not fleeing,FALSE
+Terry Countryman,10/19/2019,shot,gun and vehicle,34,M,W,Palestine,TX,FALSE,attack,Other,FALSE
+Steven Day,10/20/2019,shot,gun,30,M,B,St. Louis,MO,FALSE,attack,Car,FALSE
+Amber Lea Dewitt,10/20/2019,shot,toy weapon,33,F,W,Boise,ID,TRUE,attack,Not fleeing,TRUE
+Joseph Bernhard-Williams Kisar,10/21/2019,shot,gun,21,M,W,Trotwood,OH,FALSE,attack,Car,FALSE
+Jason Livegood,10/21/2019,shot,gun,39,M,W,Hillsboro,OR,FALSE,attack,Not fleeing,FALSE
+Claudia Nadia Rodriguez,10/21/2019,shot,gun,37,F,H,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Adam Martinez,10/21/2019,shot and Tasered,gun,36,M,,Denver,CO,FALSE,attack,Car,FALSE
+Dominador Araquel Rabot,10/22/2019,shot,sharp object,55,M,,Carson,CA,FALSE,other,Not fleeing,FALSE
+Jordan Wade Waldrop,10/23/2019,shot,gun,34,M,W,Sweetwater,TX,FALSE,attack,Not fleeing,FALSE
+Matthew Wayne Sutton,10/23/2019,shot,vehicle,47,M,W,El Paso,TX,FALSE,attack,Car,FALSE
+David W. Shafer,10/23/2019,shot,gun,61,M,,Spokane,WA,TRUE,attack,Not fleeing,FALSE
+Victor Hernandez,10/23/2019,shot,gun,29,M,B,New York,NY,FALSE,attack,Not fleeing,TRUE
+Vincent Michael Smith,10/23/2019,shot,gun,29,M,W,Huntington,IN,TRUE,attack,Foot,FALSE
+Delfon Kinney,10/23/2019,shot,gun,44,M,B,Long Beach,CA,FALSE,attack,Not fleeing,TRUE
+Michael Babcock,10/24/2019,shot,gun,53,M,W,Greenville,NC,FALSE,other,Not fleeing,FALSE
+Anthony Viadeo,10/25/2019,shot,toy weapon,31,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Shannon Gail Rupert,10/25/2019,shot,scissors,45,F,W,Bossier City,LA,FALSE,other,Not fleeing,FALSE
+Anthony John Michael Zapier,10/25/2019,shot,vehicle,19,M,W,Morristown,TN,FALSE,attack,Not fleeing,FALSE
+Clayton Andrews,10/25/2019,shot,gun,40,M,W,Kansas,OK,FALSE,attack,Not fleeing,FALSE
+Kwesi Ashun,10/25/2019,shot,chair,33,M,B,New York,NY,FALSE,attack,Not fleeing,FALSE
+TK TK,10/25/2019,shot,gun,,M,,Albuquerque,NM,FALSE,other,Car,FALSE
+Matthew James Fleming,10/25/2019,shot,unknown weapon,,M,,Dalton,GA,FALSE,other,Not fleeing,FALSE
+Nan Zhao,10/26/2019,shot,gun,45,M,A,Athens,GA,FALSE,attack,Foot,TRUE
+TK TK,10/26/2019,shot,baseball bat,,M,,Imperial County,CA,FALSE,other,Foot,FALSE
+Clayton Andrews,10/26/2019,shot,gun,40,M,W,Creek County,OK,TRUE,attack,Car,FALSE
+Johnathan Wayne Slattery,10/26/2019,shot and Tasered,gun,27,M,W,Walloon Lake,MI,TRUE,attack,Not fleeing,FALSE
+Dean Thomas,10/27/2019,shot,gun,63,M,W,Madison,WI,FALSE,attack,Not fleeing,FALSE
+Luis Arreguin-Lara,10/27/2019,shot,gun,50,M,H,Tulsa,OK,FALSE,attack,Not fleeing,TRUE
+Earnest Easterling,10/27/2019,shot,gun,25,M,B,Carmichael,CA,FALSE,attack,Not fleeing,FALSE
+Dana Sherrod Fletcher,10/27/2019,shot and Tasered,gun,39,M,B,Madison,AL,FALSE,attack,Not fleeing,FALSE
+Arturo Moreno,10/27/2019,shot and Tasered,crowbar,42,M,H,Porterville,CA,TRUE,attack,Not fleeing,FALSE
+Terry W. Chanley,10/28/2019,shot,hammer,25,M,W,Evansville,IN,FALSE,attack,Not fleeing,TRUE
+John Feggins,10/30/2019,shot,gun,24,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Michael Pinkerman,10/30/2019,shot,gun,,M,W,Ona,WV,FALSE,attack,Not fleeing,FALSE
+Wilmer Spikes,10/30/2019,shot,knife,67,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Billy Kongphouthakhoun,10/30/2019,shot,gun,,M,A,Fresno,CA,FALSE,other,Not fleeing,FALSE
+Ricardo Myers,10/30/2019,shot,ax,62,M,W,Lancaster,CA,FALSE,other,Not fleeing,FALSE
+Danny James Hall,10/31/2019,shot,gun,34,M,W,Bascom,FL,FALSE,attack,Car,FALSE
+Francis Calonge,10/31/2019,shot,toy weapon,33,M,W,San Jose,CA,TRUE,attack,Not fleeing,TRUE
+Edward Roe,10/31/2019,shot,gun,56,M,W,Pearson,GA,FALSE,attack,Not fleeing,FALSE
+Benjamin Diaz,11/1/2019,shot,sharp object,22,M,H,Alamogordo,NM,FALSE,attack,Car,FALSE
+Anthony Pena,11/1/2019,shot,gun,46,M,H,Adams County,CO,FALSE,attack,Not fleeing,FALSE
+Luis Morales-Camacho,11/1/2019,shot,gun,41,M,H,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+Luis Fino Nabarrette,11/1/2019,shot,gun,38,M,H,Odessa,TX,FALSE,attack,Car,FALSE
+Benjamin Diaz,11/1/2019,shot,box cutter,22,M,H,Alamogordo,NM,FALSE,attack,Not fleeing,FALSE
+John Hale,11/2/2019,shot,undetermined,42,M,W,Dexter,KY,FALSE,attack,,FALSE
+Michael Kifer,11/2/2019,shot and Tasered,sword,29,M,W,Vero Beach,FL,FALSE,attack,Not fleeing,FALSE
+Curtis French,11/3/2019,shot,knife,56,M,W,Parkland,WA,TRUE,other,Not fleeing,TRUE
+Michael Austin,11/3/2019,shot,gun,32,M,B,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+TK TK,11/4/2019,shot,gun,,M,,Sunland Park,NM,FALSE,attack,Foot,FALSE
+Matthew Rasmussen,11/4/2019,shot,sharp object,31,M,W,Glendale,AZ,TRUE,attack,Not fleeing,TRUE
+Daniel M. Munoz,11/4/2019,shot,gun,21,M,H,Las Cruces,NM,FALSE,attack,,FALSE
+Nash Fiske,11/4/2019,shot,gun,31,M,W,Two Rivers,WI,FALSE,other,Not fleeing,FALSE
+Maurice Brown,11/5/2019,shot,gun,48,M,B,East Cleveland,OH,FALSE,attack,Not fleeing,TRUE
+Jay P. Messer,11/5/2019,shot,gun,58,M,W,Pettis County,MO,FALSE,attack,Not fleeing,FALSE
+Michael Lee Nguyen,11/5/2019,shot,gun,32,M,A,Leon,WI,FALSE,other,Not fleeing,FALSE
+Christopher Alan Noe,11/5/2019,shot and Tasered,knife,45,M,W,Willis,TX,FALSE,other,Car,FALSE
+Eddie Ray Maxwell,11/6/2019,shot,gun,37,M,B,Tahlequah,OK,FALSE,attack,Not fleeing,FALSE
+Corben Hunter Jones,11/6/2019,shot,undetermined,20,M,W,Henryetta,OK,FALSE,undetermined,,FALSE
+Raul Casas Campo,11/6/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,,FALSE
+Treva Smutherman,11/6/2019,shot,gun,31,M,B,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Guy Thomas Barnard,11/7/2019,shot,BB gun,26,M,W,Wadsworth,OH,FALSE,attack,,FALSE
+Shelby Gazaway,11/7/2019,shot,gun,32,M,B,Louisville,KY,FALSE,attack,,FALSE
+Gerald Newton Allen,11/7/2019,shot,gun,66,M,W,Conyers,GA,FALSE,attack,Not fleeing,FALSE
+Christopher Mills,11/7/2019,shot,gun,37,M,W,Ashtabula Township,OH,FALSE,other,Not fleeing,FALSE
+Ray Correll,11/8/2019,shot,gun,38,M,W,Lincolnton,NC,TRUE,attack,Not fleeing,FALSE
+Andrew Roberts,11/9/2019,shot,gun,29,M,,San Jose,CA,FALSE,other,Not fleeing,FALSE
+Ryan D. Hemmingson,11/9/2019,shot,knife,44,M,W,Everett,WA,TRUE,other,Not fleeing,FALSE
+Daniel Thomas Childers,11/9/2019,shot and Tasered,knife,28,M,W,Union County,SC,FALSE,other,Not fleeing,FALSE
+John Luce,11/11/2019,shot,gun,22,M,W,Lakewood,CO,FALSE,other,Foot,FALSE
+Tammy Pierce,11/11/2019,shot,gun,59,F,W,Loveland,CO,FALSE,attack,Not fleeing,FALSE
+James Aubrey,11/11/2019,shot,gun,56,M,,Cedar City,UT,FALSE,attack,Not fleeing,FALSE
+Sidney Alexis Renew,11/11/2019,shot,vehicle,20,F,W,Lakeland,FL,FALSE,attack,Not fleeing,FALSE
+Justin Anderson,11/12/2019,shot,gun,39,M,W,Oklahoma City,OK,FALSE,attack,,FALSE
+Michael Kahalehoe,11/12/2019,shot,vehicle and gun,30,M,O,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Roy McAllister,11/13/2019,shot,gun,27,M,B,Wilson,NC,FALSE,attack,Foot,FALSE
+Chris Ervie,11/13/2019,shot,knife,,M,W,Mandarin,FL,TRUE,undetermined,Not fleeing,TRUE
+Omar Enrique Garcia,11/13/2019,shot,sword,37,M,H,Los Angeles,CA,FALSE,other,Foot,FALSE
+Kennith Waynon Hooker,11/14/2019,shot,screwdriver,52,M,W,Beaumont,TX,FALSE,attack,Not fleeing,FALSE
+Michael  A. Jolly,11/14/2019,shot,gun,35,M,W,Fox Crossing,WI,TRUE,other,Not fleeing,FALSE
+Treon McCoy,11/15/2019,shot,gun,33,M,B,Charlotte,NC,FALSE,attack,Not fleeing,FALSE
+TK TK,11/15/2019,shot,gun,,M,,Westborough,MA,FALSE,other,Not fleeing,FALSE
+Mark Sheppard,11/15/2019,shot,gun,27,M,B,Cleveland,OH,FALSE,other,Foot,FALSE
+TK TK,11/16/2019,shot,unknown weapon,,M,,Lake Elsinore,CA,FALSE,other,Not fleeing,FALSE
+Garrett Ryberg,11/16/2019,shot,gun,27,M,W,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Robert Sikon,11/16/2019,shot,unarmed,41,M,W,Alliance,OH,FALSE,attack,Foot,FALSE
+Dante Redmond Jones,11/18/2019,shot,gun,28,M,B,Franklin County,WA,FALSE,attack,Car,FALSE
+Cody McClintick,11/18/2019,shot,gun,26,M,W,Kansas City,MO,FALSE,attack,,FALSE
+Joel Avery,11/19/2019,shot,gun,,M,W,Horn Lake,MS,FALSE,other,Not fleeing,FALSE
+Alex Flores,11/19/2019,shot,knife,34,M,H,Los Angeles,CA,FALSE,other,,FALSE
+Jacob Cato,11/19/2019,shot,gun,34,M,W,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Luis A. Cardona,11/19/2019,shot,gun,38,M,H,West Kewaunee,WI,FALSE,attack,,FALSE
+Christopher Terrell Willis,11/19/2019,shot,gun,32,M,B,Des Plaines,IL,FALSE,attack,Not fleeing,FALSE
+Raul Antonio Menjivar Saabedra,11/19/2019,shot and Tasered,knife,50,M,H,Preston,ID,FALSE,other,Not fleeing,FALSE
+Paul Cheek,11/20/2019,shot,knife,55,M,W,Dahlonega,GA,FALSE,other,Not fleeing,FALSE
+William Harris,11/20/2019,shot,gun,51,M,W,Hampton,GA,FALSE,attack,Not fleeing,FALSE
+Kenneth Simeus,11/20/2019,shot,gun,18,M,B,Henderson,NV,FALSE,attack,,TRUE
+Jessica Ann Beedles,11/20/2019,shot,gun,42,F,W,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Anthony Chilcott,11/22/2019,shot,vehicle,36,M,W,Black Diamond,WA,FALSE,attack,Not fleeing,FALSE
+Lance Edward Smith,11/22/2019,shot,gun,37,M,B,Elizabethtown,NC,FALSE,attack,Not fleeing,FALSE
+Ariane Lamont McCree,11/23/2019,shot,gun,28,M,B,Chester,SC,FALSE,attack,Foot,TRUE
+Estevon Cruz,11/23/2019,shot,toy weapon,24,M,H,Pueblo,CO,FALSE,attack,Not fleeing,FALSE
+Steven Forrest Saucier,11/24/2019,shot,gun,34,M,W,Gaines Township,MI,FALSE,attack,Not fleeing,FALSE
+Nathaniel Pinnock,11/25/2019,shot,vehicle and machete,22,M,B,Los Angeles,CA,FALSE,attack,Foot,TRUE
+Jason Quincey Niccum,11/25/2019,shot,gun,42,M,W,Great Falls,MT,FALSE,other,Not fleeing,FALSE
+Eric Sopp,11/26/2019,shot,ice pick,48,M,W,Sparks,MD,TRUE,attack,Car,TRUE
+Hollis Lewis,11/26/2019,shot,gun,51,M,W,Greeneville,TN,FALSE,attack,Not fleeing,TRUE
+Micduff Lamarco Robinson,11/27/2019,shot,sword,40,M,B,Mansfield,OH,FALSE,other,Not fleeing,FALSE
+Jeremy Pelican,11/28/2019,shot,gun,34,M,W,Barton County,MO,FALSE,other,Car,FALSE
+Derrick Everett,11/28/2019,shot,gun,30,M,B,Tampa,FL,FALSE,attack,Other,FALSE
+Nicholas Cantelmi,11/28/2019,shot,gun and vehicle,31,M,W,Jim Thorpe,PA,FALSE,attack,Other,FALSE
+Raymond Lee,11/29/2019,shot,toy weapon,54,M,W,Modesto,CA,FALSE,attack,,TRUE
+TK TK,11/29/2019,shot,gun,46,M,,Lewes,DE,TRUE,attack,Not fleeing,FALSE
+Kenneth Layton,11/29/2019,shot,gun,60,M,W,Lakeland,FL,TRUE,attack,Not fleeing,FALSE
+Keith Alan Bruce,11/29/2019,shot,gun,40,M,W,Watkins,CO,FALSE,attack,Car,FALSE
+TK TK,11/29/2019,shot,undetermined,,M,W,Eatonville,WA,FALSE,other,Car,FALSE
+Eliborio Rodriguez,11/30/2019,shot,unarmed,40,M,H,Eugene,OR,FALSE,attack,Not fleeing,FALSE
+Anthony Rosso,12/1/2019,shot,gun,68,M,W,Secaucus,NJ,FALSE,attack,,FALSE
+Jimmie Phillips,12/1/2019,shot,gun,68,M,B,Morrow,GA,FALSE,attack,Not fleeing,FALSE
+Donald James Eversen,12/1/2019,shot,knife,60,M,W,Concord,CA,FALSE,attack,Not fleeing,TRUE
+Yemerson Melendez,12/1/2019,shot,gun and vehicle,16,M,H,Fort Pierce,FL,FALSE,attack,Other,FALSE
+Steven Kerr,12/1/2019,shot,vehicle,25,M,W,Plant City,FL,FALSE,attack,Car,FALSE
+Jordan Oliver,12/1/2019,shot and Tasered,"car, knife and mace",20,M,W,Hanover Township,PA,FALSE,attack,Car,FALSE
+Jerric Harris,12/2/2019,shot,gun,21,M,B,Daytona Beach,FL,FALSE,attack,Foot,TRUE
+Dai Phuoc Nguyen,12/2/2019,shot,knife,38,M,A,Los Angeles,CA,FALSE,other,,FALSE
+Michael Dean,12/2/2019,shot,unarmed,28,M,B,Temple,TX,FALSE,undetermined,Not fleeing,FALSE
+Neil Chiago,12/2/2019,shot,gun,18,M,N,Mesa,AZ,FALSE,attack,Not fleeing,FALSE
+Thomas Cole Thompson,12/3/2019,shot,gun,,M,W,Ada,OK,FALSE,attack,Not fleeing,FALSE
+Cameron Lamb,12/3/2019,shot,gun,26,M,B,Kansas City,MO,FALSE,other,Not fleeing,FALSE
+Miguel Russo,12/3/2019,shot,gun,31,M,B,Syracuse,NY,FALSE,attack,Not fleeing,TRUE
+Alvern Donnell Walker,12/5/2019,shot,gun,58,M,B,Avon,CO,FALSE,attack,Car,FALSE
+Demetrius Williams,12/5/2019,shot,vehicle,31,M,B,Marshall,TX,FALSE,attack,Foot,FALSE
+Lamar Alexander,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Ronnie Jerome Hill,12/5/2019,shot,gun,41,M,B,Miramar,FL,FALSE,attack,Car,FALSE
+Chad James Green,12/5/2019,shot,gun,41,M,W,San Bernardino,CA,FALSE,other,Foot,FALSE
+Hunter Steven James Lowry,12/6/2019,shot,gun,23,M,W,Westminster,CO,FALSE,other,,FALSE
+Dominick Matt,12/6/2019,shot,gun,17,M,B,Bentonville,AR,FALSE,other,Not fleeing,FALSE
+London T. Phillips,12/7/2019,shot,gun,35,M,W,Fayetteville,AR,FALSE,attack,Not fleeing,FALSE
+Mark Richard Coleman,12/7/2019,shot,gun,65,M,W,Nokomis,FL,TRUE,attack,Not fleeing,FALSE
+Koben S. Henriksen,12/8/2019,shot,knife,51,M,W,Portland,OR,TRUE,other,Not fleeing,FALSE
+Antonio Nichols,12/9/2019,shot,gun,47,M,B,St. Helena Parish,LA,FALSE,other,Not fleeing,FALSE
+Robert Allen Elfgen,12/10/2019,shot,gun,42,M,W,Fort Madison,IA,FALSE,other,,FALSE
+Mauro Carrillo,12/10/2019,shot,baseball bat,42,M,H,Hesperia,CA,FALSE,attack,Not fleeing,FALSE
+Kreed Cornell Bateman,12/10/2019,shot,gun,31,M,B,Andrews,SC,FALSE,attack,,FALSE
+Montay Steven Penning,12/10/2019,shot,gun,23,M,B,Beloit,WI,FALSE,other,Car,FALSE
+Francine Graham,12/10/2019,shot,gun,50,F,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+David N. Anderson,12/10/2019,shot,gun,47,M,B,Jersey City,NJ,FALSE,attack,Not fleeing,FALSE
+Terrence Edward White,12/10/2019,shot,gun,66,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Daniel E. Condon,12/10/2019,shot and Tasered,hatchet,55,M,W,Arietta,NY,TRUE,attack,,FALSE
+Delos P. Lowe,12/11/2019,shot,gun,68,M,W,Nelson Township,PA,TRUE,attack,Not fleeing,FALSE
+Matthew Jonathan Krupar,12/11/2019,shot,unarmed,31,M,W,League City,TX,FALSE,attack,Not fleeing,FALSE
+Cortez Bufford,12/12/2019,shot,gun,24,M,B,St. Louis,MO,FALSE,other,Foot,FALSE
+Cade Humphrey,12/12/2019,shot,knife,30,M,W,Washita County,OK,FALSE,attack,Car,FALSE
+Taveonte Art Emmanuel,12/12/2019,shot,gun,34,M,B,Anaheim,CA,FALSE,other,Not fleeing,TRUE
+Bradley Cutchens,12/12/2019,shot,gun,23,M,W,Ozark,AL,TRUE,attack,Not fleeing,FALSE
+Anthony Tovar,12/12/2019,shot,toy weapon,43,M,W,Renton,WA,FALSE,other,Not fleeing,FALSE
+Romello Barnes,12/12/2019,shot,knife,22,M,B,Tampa,FL,FALSE,attack,Not fleeing,FALSE
+Erik Lee,12/12/2019,shot and Tasered,knife,43,M,,Orange,CA,TRUE,other,Not fleeing,TRUE
+Jamee Christopher Deonte Johnson,12/14/2019,shot,gun and car,22,M,B,Jacksonville,FL,FALSE,attack,Car,TRUE
+Victor A. Parsons,12/14/2019,shot,gun,42,M,W,Tucson,AZ,FALSE,attack,Not fleeing,FALSE
+Louis Patrick Veal,12/14/2019,shot,gun,65,M,B,Redford Township,MI,FALSE,attack,Not fleeing,FALSE
+Alejandro Betancourt-Mendoza,12/14/2019,shot,knife,18,M,H,Pasco,WA,FALSE,attack,Not fleeing,FALSE
+Kean Walker,12/15/2019,shot,gun,23,M,W,Milwaukee,WI,FALSE,attack,Car,FALSE
+Chiasher Fong Vue,12/15/2019,shot,gun,52,M,A,Minneapolis,MN,FALSE,attack,Not fleeing,TRUE
+Mohammad Jamal Isaifan,12/15/2019,shot,gun,40,M,O,Akron,OH,TRUE,other,Foot,FALSE
+Mario Alberto Torres,12/15/2019,shot,gun,27,M,H,Brownsville,TX,FALSE,attack,Not fleeing,FALSE
+Dustin Spencer,12/16/2019,shot,gun,34,M,O,Kalihi,HI,FALSE,attack,Foot,FALSE
+Jorge Serrano,12/16/2019,shot,gun,25,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+Bernie Rascon,12/16/2019,shot,undetermined,28,M,H,San Bernardino,CA,FALSE,undetermined,Car,FALSE
+Kyle Horton,12/17/2019,shot,gun,,M,W,Wilmington,NC,FALSE,attack,Not fleeing,FALSE
+Clyde Jacob Sullivan,12/17/2019,shot,gun,27,M,W,Fort Walton Beach,FL,FALSE,attack,Car,FALSE
+Ricky Lee Gardipee,12/17/2019,shot,gun,41,M,W,Great Falls,MT,FALSE,attack,Foot,FALSE
+Paul Jarvis,12/17/2019,shot,gun,63,M,,El Paso,TX,FALSE,attack,,FALSE
+Dana Brown,12/17/2019,shot and Tasered,knife,27,M,O,Honolulu,HI,FALSE,attack,,TRUE
+Tyler Hall,12/18/2019,shot,gun,29,M,,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Gary Wayne Madewell,12/19/2019,shot,knife,38,M,W,Smith County,TN,FALSE,other,,FALSE
+Christopher Gray,12/19/2019,shot,knife,29,M,W,Davis,CA,TRUE,attack,Not fleeing,TRUE
+Jason Elliot Waterhouse,12/19/2019,shot,unknown weapon,47,M,W,Lakewood,CO,TRUE,attack,Not fleeing,FALSE
+Kentrey Marquis Witherspoon,12/19/2019,shot,gun,28,M,B,Lenoir,NC,FALSE,attack,Foot,FALSE
+Jayson Arron Colvin,12/19/2019,shot,gun,38,M,W,Eustis,FL,FALSE,attack,Foot,FALSE
+Emanuel Johnson,12/19/2019,shot and Tasered,gun,21,M,B,Brentwood,NY,FALSE,attack,Foot,FALSE
+John Resetar,12/20/2019,shot,gun,44,M,W,Randolph County,IN,FALSE,attack,Not fleeing,FALSE
+Steven DeWayne Haizlip,12/20/2019,shot,gun,61,M,B,Winston-Salem,NC,FALSE,attack,Not fleeing,FALSE
+Mohamed Ahemed Al-Hashemi,12/20/2019,shot and Tasered,Taser,25,M,B,Tempe,AZ,FALSE,attack,Not fleeing,FALSE
+Mark Stoddard,12/21/2019,shot,gun,40,M,W,Emery County,UT,FALSE,attack,Car,FALSE
+Marc Denver Thompson,12/21/2019,shot,shovel,26,M,W,Carroll County,GA,FALSE,attack,Foot,FALSE
+Michael DeCastro,12/21/2019,shot,knife,57,M,W,Ithaca,NY,FALSE,attack,Not fleeing,FALSE
+Brian Lee Mullen,12/21/2019,shot,gun,57,M,W,Evansville,IN,TRUE,other,Not fleeing,FALSE
+Romir Talley,12/22/2019,shot,gun,24,M,B,Wilkinsburg,PA,FALSE,attack,Foot,FALSE
+Jesse Adams,12/22/2019,shot,gun,34,M,,Redding,CA,FALSE,attack,Not fleeing,FALSE
+Kenneth Collins,12/22/2019,shot,unknown weapon,46,M,B,Hattiesburg,MS,FALSE,other,Other,FALSE
+Richard Ruiz,12/23/2019,shot,gun and vehicle,38,M,H,Phoenix,AZ,FALSE,attack,Car,FALSE
+Austin Chase Swindle,12/23/2019,shot,gun,24,M,W,Bryant,AR,TRUE,attack,Not fleeing,FALSE
+Macario Hernandez,12/23/2019,shot,gun,34,M,H,San Antonio,TX,FALSE,other,Car,FALSE
+Harvey Cantrell,12/24/2019,shot,gun,65,M,W,Deltona,FL,TRUE,attack,Not fleeing,TRUE
+Elray Barber,12/24/2019,shot,gun,60,M,B,Oklahoma City,OK,FALSE,attack,Car,FALSE
+David A. White,12/24/2019,shot,gun,56,M,,Springfield,MO,FALSE,other,Not fleeing,FALSE
+Lori Jean Canada,12/25/2019,shot,gun,59,F,W,Ocala,FL,TRUE,attack,Not fleeing,FALSE
+Deangelo Rashad Martin,12/25/2019,shot,vehicle,23,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Antonio Smith,12/26/2019,shot,unknown weapon,35,M,B,Memphis,TN,FALSE,other,,FALSE
+Juan Rosa,12/26/2019,shot,gun,35,M,H,Auburndale,FL,TRUE,attack,Not fleeing,FALSE
+Christopher Camacho,12/27/2019,shot,gun and knife,16,M,H,Limerick,ME,FALSE,other,,FALSE
+John Lowell Dollen,12/27/2019,shot,gun,,M,W,Linthicum,MD,TRUE,attack,Not fleeing,FALSE
+Frederick Jeremy Atkin,12/27/2019,shot,undetermined,42,M,W,South Ogden,UT,FALSE,undetermined,Car,FALSE
+Henry Kistler Berry,12/27/2019,shot and Tasered,Taser,43,M,W,Newport News,VA,FALSE,attack,Not fleeing,FALSE
+Albert Benjamin Simon,12/28/2019,shot,gun,52,M,W,Houston,TX,FALSE,other,Foot,FALSE
+A.B. Carr,12/28/2019,shot,unknown weapon,31,M,W,Elizabethton,TN,FALSE,attack,Not fleeing,FALSE
+Heriberto Rodriguez,12/28/2019,shot,unknown weapon,27,M,H,Bakersfield,CA,FALSE,attack,Not fleeing,FALSE
+Troy Kirk,12/28/2019,shot,knife,31,M,W,Lancaster,OH,TRUE,attack,Not fleeing,TRUE
+Craig Ellis See,12/28/2019,shot,knife,34,M,W,Clearlake Oaks,CA,FALSE,attack,Foot,FALSE
+John Bott,12/29/2019,shot,gun,76,M,,DeSoto County,MS,TRUE,attack,,FALSE
+Patrick Alden,12/29/2019,shot,gun,29,M,W,Rapid City,SD,TRUE,attack,Not fleeing,FALSE
+Kelly Michael Stephens,12/29/2019,shot,chain,34,M,W,Juneau,AK,FALSE,other,Not fleeing,FALSE
+Manuel Gonzales Verdugo,12/29/2019,shot,knife,,M,H,El Centro,CA,FALSE,other,Not fleeing,FALSE
+TK TK,12/30/2019,shot,gun,18,M,B,Houston,TX,FALSE,attack,Other,FALSE
+Debra D. Arbuckle,12/30/2019,shot,vehicle,51,F,W,Wichita,KS,FALSE,attack,Car,FALSE
+Cody McCaulou,12/30/2019,shot,vehicle,25,M,W,Fulton,MO,FALSE,attack,Car,FALSE
+Eric M. Tellez,12/31/2019,shot,knife,28,M,W,Globe,AZ,FALSE,other,Not fleeing,FALSE
+Frederick Perkins,12/31/2019,shot,vehicle,37,M,B,Chesterfield,MO,FALSE,attack,Car,FALSE
+Dedrick Thomas,12/31/2019,shot,gun,,M,B,Forrest City,AR,FALSE,attack,,FALSE
+Malik Williams,12/31/2019,shot,gun,23,M,B,Federal Way,WA,FALSE,attack,Not fleeing,FALSE
+Terry Hudson,12/31/2019,shot,gun,57,M,B,Omaha,NE,FALSE,attack,Not fleeing,TRUE
+Michael Vincent Davis,12/31/2019,shot,gun,49,M,W,Cross Lanes,WV,FALSE,attack,Foot,FALSE
+Derrick A. Elseth,1/1/2020,shot,gun,24,M,W,Richmond County,VA,FALSE,other,Not fleeing,FALSE
+Teddy James Maverick Varner,1/1/2020,shot,gun,29,M,,Central Point,OR,TRUE,attack,Not fleeing,TRUE
+Gerardo Antonio Conchas-Bustas,1/1/2020,shot,knife,20,M,O,Denver,CO,FALSE,attack,Not fleeing,TRUE
+Gabriel Strickland,1/1/2020,shot and Tasered,toy weapon,25,M,W,Grass Valley,CA,TRUE,attack,Not fleeing,FALSE
+Jeffery Dale Millsap,1/2/2020,shot,gun,26,M,W,Holt,MO,FALSE,attack,Car,FALSE
+Stanley Hayes,1/2/2020,shot,gun,69,M,,Hillsboro,OR,TRUE,attack,Not fleeing,FALSE
+Jamari Daiwon Tarver,1/2/2020,shot,vehicle,26,M,B,North Las Vegas,NV,FALSE,attack,Car,TRUE
+Troy Sullenger,1/2/2020,shot,gun,41,M,W,Murrieta,CA,FALSE,attack,Car,TRUE
+Mariano Ocon,1/2/2020,shot,gun,31,M,H,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Gregory,1/2/2020,shot and Tasered,knife,30,M,H,Ansonia,CT,FALSE,attack,Not fleeing,TRUE
+Tyree Davis,1/4/2020,shot and Tasered,knife,25,M,B,Chicago,IL,FALSE,other,Not fleeing,FALSE
+George Dison,1/5/2020,shot,gun,57,M,W,Elkmont,AL,FALSE,attack,Not fleeing,FALSE
+Kwamae Jones,1/5/2020,shot,gun,17,M,B,Jacksonville,FL,FALSE,attack,Car,FALSE
+Brandon D. Roberts,1/5/2020,shot,knife,27,M,B,Milford,DE,TRUE,other,Not fleeing,FALSE
+Drew Nichols Wallas-Flores,1/5/2020,shot,gun,30,M,H,Lubbock,TX,FALSE,attack,Foot,FALSE
+Miciah Lee,1/5/2020,shot,gun,18,M,B,Sparks,NV,TRUE,other,Car,FALSE
+Samuel Lanham,1/5/2020,shot and Tasered,knife,50,M,W,Oklahoma City,OK,FALSE,other,Not fleeing,FALSE
+Troy Chase Caster,1/6/2020,shot,gun,21,M,W,Asheboro,NC,FALSE,attack,Car,FALSE
+Xavier Jaime Rovie,1/6/2020,shot,gun,28,M,H,Phoenix,AZ,FALSE,attack,Foot,FALSE
+Orlando Abeyta,1/6/2020,shot,gun,28,M,H,Albuquerque,NM,FALSE,other,Not fleeing,FALSE
+Nico Descheenie,1/6/2020,shot,gun,25,M,,Aurora,CO,FALSE,other,Car,FALSE
+Dallas Pearce,1/6/2020,shot,toy weapon,33,M,A,Honolulu,HI,FALSE,other,Not fleeing,FALSE
+Daniel Duane Jensen,1/7/2020,shot,gun,59,M,W,North Pole,AK,FALSE,attack,Not fleeing,FALSE
+Dustin M. Eaton,1/8/2020,shot,gun,34,M,W,Bismarck,MO,FALSE,attack,Not fleeing,FALSE
+Madison Adams,1/8/2020,shot,gun,27,M,,Nipton,CA,TRUE,attack,Car,FALSE
+Earl Facey,1/9/2020,shot,gun,37,M,B,New York,NY,FALSE,attack,Foot,TRUE
+Cody Carnes,1/9/2020,shot,gun,30,M,W,Bismarck,ND,TRUE,attack,Not fleeing,FALSE
+Joshua Franklin Roberts,1/9/2020,shot,gun,41,M,,Powatan Point,OH,FALSE,other,Car,FALSE
+Claude Fain,1/9/2020,shot,gun,47,M,B,Philadelphia,PA,TRUE,attack,Not fleeing,FALSE
+Bernie Wade Johnson,1/9/2020,shot and Tasered,hammer,34,M,W,Semmes,AL,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Ruiz,1/10/2020,shot,vehicle,24,M,H,Muscoy,CA,FALSE,attack,Car,FALSE
+Clando Anitok,1/10/2020,shot and Tasered,unarmed,25,M,A,Spokane,WA,FALSE,other,Car,FALSE
+Eric Reynolds,1/11/2020,shot,unknown weapon,,M,W,Glenwood Springs,CO,FALSE,other,Car,FALSE
+Henry Isaac Jones,1/11/2020,shot,gun,47,M,B,Bainbridge,GA,FALSE,attack,Not fleeing,FALSE
+Ryan O. Simms,1/11/2020,shot and Tasered,knife,49,M,B,Miami Beach,FL,FALSE,attack,,FALSE
+Victor Valencia,1/12/2020,shot,toy weapon,31,M,H,Los Angeles,CA,TRUE,attack,,FALSE
+Brad Stirewalt,1/12/2020,shot,gun,47,M,W,Carthage,MO,FALSE,attack,Car,FALSE
+Thomas Charles Snyder,1/12/2020,shot,gun,52,M,W,Lakewood,CO,FALSE,other,Not fleeing,FALSE
+Keenan McCain,1/13/2020,shot,gun,29,M,B,Gary,IN,FALSE,attack,Not fleeing,FALSE
+Randy Glen Goodale,1/13/2020,shot,vehicle,45,M,W,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Eliezer Perez,1/14/2020,shot,knife,51,M,H,The Villages,FL,FALSE,attack,Not fleeing,FALSE
+Renard Antonio Daniels,1/15/2020,shot,knife,55,M,B,Cocoa,FL,FALSE,attack,Not fleeing,TRUE
+Frank Cogar,1/15/2020,shot,gun,35,M,W,Missoula,MT,FALSE,other,Not fleeing,FALSE
+Landwell Vance McCall,1/15/2020,shot,gun,50,M,W,Fleetwood,NC,FALSE,attack,Not fleeing,FALSE
+Aaron Phillips,1/15/2020,shot,gun,31,M,W,Mulberry,FL,FALSE,other,Not fleeing,FALSE
+Albert Lee Hughes,1/15/2020,shot and Tasered,chair,47,M,B,Lawrenceville,GA,FALSE,attack,Not fleeing,FALSE
+Jack Bolinger,1/16/2020,shot,gun,35,M,W,Wausau,WI,FALSE,attack,,FALSE
+Owen Barton,1/16/2020,shot,gun,66,M,W,Yerington,NV,FALSE,other,Not fleeing,FALSE
+Murbarak Soulemane,1/16/2020,shot and Tasered,knife,19,M,B,West Haven,CT,FALSE,other,Car,TRUE
+Samuel David Mallard,1/17/2020,shot,undetermined,19,M,B,Powder Springs,GA,FALSE,undetermined,Car,FALSE
+Dustin Alexander Nealis,1/19/2020,shot,unknown weapon,43,M,W,Sebring,FL,FALSE,undetermined,Not fleeing,FALSE
+Edward Gendron,1/20/2020,shot,gun,57,M,W,Waterbury,CT,FALSE,attack,Not fleeing,FALSE
+Miguel Mercado Segura,1/20/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Jonathan David Messare,1/20/2020,shot,machete,41,M,W,Sedona,AZ,FALSE,other,Not fleeing,FALSE
+Dustin Furr,1/20/2020,shot,gun,39,M,W,Lafayette,IN,FALSE,other,Not fleeing,FALSE
+Anthony Langley,1/21/2020,shot,gun,24,M,W,Atkins,AR,FALSE,attack,Foot,FALSE
+Reginald Leon Boston,1/21/2020,shot,gun,20,M,B,Jacksonville,FL,FALSE,other,Foot,FALSE
+Rory Behling,1/21/2020,shot,gun,32,M,W,Fox Crossing,WI,FALSE,other,Not fleeing,FALSE
+Miguel Mercado Segura,1/21/2020,shot,gun,31,M,H,Fountain Valley,CA,FALSE,other,Foot,FALSE
+Darius J. Tarver,1/21/2020,shot and Tasered,meat cleaver,22,M,B,Denton,TX,TRUE,attack,Not fleeing,FALSE
+Sok Chin Son,1/21/2020,shot and Tasered,knife,60,M,A,Lacey,WA,FALSE,attack,Not fleeing,FALSE
+Jon Phillip Bryant,1/22/2020,shot,knife,40,M,W,Arvada,CO,FALSE,other,Not fleeing,FALSE
+Armando Moreno Garcia,1/22/2020,shot,gun,37,M,H,Mesa,AZ,FALSE,attack,,FALSE
+Adam Ray Hernandez,1/22/2020,shot,undetermined,34,M,W,Moore,OK,FALSE,other,Car,FALSE
+Deandre Lee Seaborough-Patterson,1/23/2020,shot,gun,22,M,B,Savannah,GA,FALSE,other,Foot,FALSE
+James Lewis Mathis,1/23/2020,shot,knife,30,M,W,Paris,TX,FALSE,other,,FALSE
+Gage Scott Southard,1/23/2020,shot,gun,26,M,W,Wasilla,AK,FALSE,attack,Car,FALSE
+Marquis Golden,1/23/2020,shot,gun,29,M,B,St. Petersburg,FL,FALSE,attack,Car,FALSE
+Andrew Smyrna,1/23/2020,shot,vehicle,32,M,B,Atlanta,GA,FALSE,attack,Car,FALSE
+Michael Rivera,1/23/2020,shot,vehicle,32,M,B,Bloomingdale,NJ,FALSE,attack,Car,FALSE
+Scott Joseph Weber,1/24/2020,shot,gun,27,M,W,San Angelo,TX,FALSE,attack,Other,FALSE
+Toby Diller,1/24/2020,shot,gun,31,M,H,Oak Park,CA,FALSE,attack,Foot,TRUE
+Rebecca Angel Alexander,1/24/2020,shot,gun,35,F,W,Coden,AL,TRUE,attack,Not fleeing,FALSE
+D'ovion Semaj Perkins,1/25/2020,shot,gun,19,M,B,Aurora,CO,FALSE,other,Car,FALSE
+Joshua James Brown,1/25/2020,shot,gun,34,M,B,Columbus,OH,FALSE,other,Foot,FALSE
+Kevin Alan Smallman,1/27/2020,shot,vehicle,32,M,W,Chandler,AZ,FALSE,attack,Car,FALSE
+William Howard Green,1/27/2020,shot,unarmed,43,M,B,Temple Hills,MD,FALSE,attack,Not fleeing,FALSE
+Aaron T. Booker,1/27/2020,shot,gun,22,M,B,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+John Francis Tippett,1/27/2020,shot,gun,43,M,W,Lexington Park,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Greenleaf,1/28/2020,shot,knife,27,M,W,Scottsdale,AZ,TRUE,attack,Not fleeing,FALSE
+Robert Cocio,1/28/2020,shot,gun,39,M,H,Tuscson,AZ,FALSE,attack,Not fleeing,FALSE
+Jonathan Bentley,1/28/2020,shot,vehicle,37,M,W,Shelby Gap,KY,FALSE,attack,Not fleeing,FALSE
+Jaquyn Oneill Light,1/29/2020,shot,undetermined,20,M,B,Graham,NC,FALSE,undetermined,Foot,FALSE
+Clint Stevens,1/29/2020,shot,gun,34,M,W,Deposit,NY,TRUE,attack,Not fleeing,FALSE
+Justin Leman,1/29/2020,shot,gun,32,M,W,Kasilof,AK,FALSE,attack,Foot,FALSE
+Chad Nicolia,1/30/2020,shot,gun,41,M,,Hockingport,OH,FALSE,attack,Not fleeing,FALSE
+Abdirahman Salad,1/30/2020,shot,gun,15,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+Keith Dutree Collins,1/30/2020,shot,toy weapon,52,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Richard Davis,1/30/2020,shot,gun,29,M,,Kansas City,MO,FALSE,attack,Foot,FALSE
+Leonard Parker,2/1/2020,shot,vehicle,53,M,B,Gulfport,MS,FALSE,other,Not fleeing,FALSE
+Vincent Conti,2/1/2020,shot,gun,24,M,W,Spring Hill,FL,FALSE,attack,Not fleeing,FALSE
+Ronnell Mouzon,2/1/2020,shot,gun,41,M,B,Fort Myers,FL,FALSE,attack,Not fleeing,FALSE
+Alvin Cole,2/2/2020,shot,gun,17,M,B,Wauwatosa,WI,FALSE,attack,Foot,FALSE
+Jason Gora,2/2/2020,shot,vehicle and gun,44,M,W,Minot,ME,FALSE,attack,Foot,FALSE
+Chris Cadotte,2/2/2020,shot,knife,63,M,,Yuma,AZ,FALSE,other,Not fleeing,FALSE
+Marc Dominic Neal,2/3/2020,shot,gun,56,M,B,Millcreek,UT,FALSE,other,Not fleeing,FALSE
+Darius Tarver,2/4/2020,shot,meat cleaver,23,M,B,Denton,TX,FALSE,other,Not fleeing,FALSE
+Shawn Michael Taylor,2/4/2020,shot,gun,32,M,W,Allen,OK,FALSE,attack,Foot,FALSE
+Dominique Antwon Anderson,2/4/2020,shot,machete,26,M,B,Home Garden,CA,FALSE,attack,Not fleeing,FALSE
+Thomas Barbosa,2/4/2020,shot,knife,41,M,W,Ono,CA,TRUE,other,Car,FALSE
+Daniel Murillo,2/5/2020,shot,knife,56,M,W,Washoe,NV,FALSE,other,Not fleeing,FALSE
+Gaston A. Nava-Saucedo,2/5/2020,shot,vehicle,33,M,H,Topeka,KS,FALSE,attack,Car,FALSE
+Sean Patrick Constance,2/6/2020,shot,gun,37,M,W,Port Charlotte,FL,FALSE,attack,Car,FALSE
+Juston Root,2/7/2020,shot,gun,41,M,W,Brookline,MA,TRUE,attack,Car,FALSE
+Michael Collins,2/7/2020,shot,knife,38,M,W,Sapulpa,OK,TRUE,other,Not fleeing,FALSE
+Joshua Downing,2/7/2020,shot,gun,32,M,,Kansas City,MO,FALSE,attack,Not fleeing,FALSE
+Douglas Harold Hart,2/8/2020,shot,gun,67,M,W,Vestavia Hills,AL,FALSE,attack,Not fleeing,FALSE
+TK TK,2/8/2020,shot,gun,,M,,Cuba,MO,FALSE,attack,Not fleeing,FALSE
+Gordon Whitaker,2/9/2020,shot,gun,45,M,W,Kennewick,WA,FALSE,attack,Foot,FALSE
+Erik Robinson,2/9/2020,shot,knife,23,M,,Orange County,FL,FALSE,other,Not fleeing,FALSE
+Zane Blaisdell,2/9/2020,shot,knife,48,M,W,Saginaw,MI,FALSE,attack,Not fleeing,FALSE
+Jeremy Grayson,2/9/2020,shot,gun,31,M,B,Chicago,IL,FALSE,attack,Foot,FALSE
+Michael Leatherwood,2/9/2020,shot,gun,47,M,W,Byron,GA,FALSE,attack,Not fleeing,FALSE
+Bobby Gibbs,2/10/2020,shot,gun,40,M,B,Forrest City,AR,FALSE,attack,Not fleeing,FALSE
+Jeremy Todd Baham,2/10/2020,shot,gun,40,M,W,Lafayette,LA,FALSE,other,Not fleeing,FALSE
+Thomas Ray Chamblee,2/10/2020,shot,gun,34,M,W,Albertville,AL,FALSE,attack,Other,TRUE
+Hans Alejandro Huitz,2/12/2020,shot,gun,51,M,N,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Michael Marullo,2/12/2020,shot,gun,33,M,W,Baltimore,MD,FALSE,attack,Not fleeing,FALSE
+Jeremey Fox,2/12/2020,shot,undetermined,42,M,,Bossier City,LA,FALSE,other,Not fleeing,TRUE
+Dakota Lee Chlarson,2/13/2020,shot,scissors,25,M,N,Dickinson,ND,FALSE,attack,Not fleeing,FALSE
+Brian Francis Filion,2/13/2020,shot,gun,41,M,W,Salt Lake City,UT,FALSE,other,Foot,FALSE
+Aaron Marcos Valdez,2/13/2020,shot,gun,19,M,H,Amarillo,TX,FALSE,attack,Not fleeing,FALSE
+Abel Lopez-Lopez,2/13/2020,shot,undetermined,37,M,,Sparks,NV,FALSE,undetermined,Not fleeing,FALSE
+William Bluestone,2/14/2020,shot,gun,21,M,H,Silverton,OR,FALSE,other,Not fleeing,TRUE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,other,Car,FALSE
+David Kent Heeke,2/14/2020,shot,gun,63,M,W,Commerce City,CO,TRUE,other,Car,FALSE
+Christopher Gutierrez,2/14/2020,shot,knife,,M,H,Rialto,CA,FALSE,other,Not fleeing,FALSE
+Timothy Leroy Harrington,2/14/2020,shot,gun,58,M,W,Polkton,NC,FALSE,attack,Car,FALSE
+Daelyn Polu,2/15/2020,shot,gun,16,M,A,Achorage,AK,FALSE,attack,Not fleeing,FALSE
+Thomas Murray,2/16/2020,shot,vehicle,31,M,W,Newbury,MA,FALSE,attack,Car,FALSE
+Kerry Michael Bounsom,2/16/2020,shot,gun,33,M,A,Long Beach,CA,FALSE,attack,Foot,FALSE
+Rudy Arenas,2/16/2020,shot,gun,40,M,H,Poinciana,FL,FALSE,attack,Car,FALSE
+Brandon Lewis,2/16/2020,shot,gun,34,M,W,Harrison County,IN,FALSE,attack,Car,FALSE
+Travis Mullins,2/17/2020,shot,gun,29,M,W,Greenville,TN,FALSE,attack,Not fleeing,FALSE
+Jeremy Dewey,2/17/2020,shot,gun,27,M,N,Pinetop,AZ,FALSE,attack,Not fleeing,FALSE
+Kevin Adolphe,2/18/2020,shot,gun,23,M,B,Orlando,FL,FALSE,other,Foot,FALSE
+Alex Francisco Vazquez,2/19/2020,shot,gun,38,M,H,Red Bluff,CA,FALSE,attack,Not fleeing,FALSE
+Joseph Jewell,2/20/2020,shot,gun,17,M,B,Columbus,OH,FALSE,attack,Not fleeing,FALSE
+John Daniel Dixon,2/20/2020,shot,gun,75,M,W,DeKalb County,GA,FALSE,other,Not fleeing,FALSE
+John James Monahan,2/21/2020,shot,gun,26,M,,Lake Lanier,GA,FALSE,attack,Car,FALSE
+Manuel Arebalo,2/21/2020,shot,sharp object,40,M,H,Arvada,CO,FALSE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,gun,,M,,Old Mines,MO,TRUE,other,Not fleeing,FALSE
+TK TK,2/21/2020,shot,unarmed,,F,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE
+Rodrigo Ivan Aguirre,2/22/2020,shot,gun,36,M,H,Deming,NM,FALSE,attack,Other,FALSE
+Boyce Melvin Thayer,2/23/2020,shot,gun,83,M,,Jamestown,NC,FALSE,attack,Not fleeing,FALSE
+Lucas Alvarado,2/24/2020,shot,gun,27,M,W,Milwaukee,WI,FALSE,other,Foot,FALSE
+Print Zutavern,2/24/2020,shot,gun,28,M,W,Arnold,NE,TRUE,other,Not fleeing,FALSE
+Stephen O'Brien,2/24/2020,shot,unarmed,20,M,W,Floresville,TX,TRUE,other,Not fleeing,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Sumter County,SC,FALSE,attack,Not fleeing,FALSE
+Kenneth Sashington,2/25/2020,shot,gun,38,M,B,Tuscumbia,AL,FALSE,attack,Foot,FALSE
+SanJuan Migayle Thomas,2/25/2020,shot,gun,39,M,,Shreveport,LA,FALSE,attack,Not fleeing,FALSE
+Matthew Felix,2/25/2020,shot,vehicle,19,M,,New York,NY,FALSE,attack,Car,FALSE
+Neal Stuart Nevada,2/25/2020,shot,knife,23,M,,Pocatello,ID,FALSE,other,Car,FALSE
+Dylan Olmeda,2/25/2020,shot,gun,16,M,W,Georgetown,TX,FALSE,attack,Not fleeing,FALSE
+TK TK,2/25/2020,shot,undetermined,,M,,Brea,CA,FALSE,undetermined,,FALSE
+Terry Hasty,2/25/2020,shot,gun,56,M,,Dalzell,SC,FALSE,attack,Not fleeing,FALSE
+David William Irving,2/26/2020,shot,undetermined,35,M,,Kansas City,MO,FALSE,undetermined,,FALSE
+Justin Lee Stackhouse,2/26/2020,shot,vehicle,30,M,B,Bradenton,FL,FALSE,attack,Car,FALSE
+Ramiro Carrasco,2/26/2020,shot,gun,30,M,H,Greeley,CO,FALSE,other,Not fleeing,FALSE
+James Thomson,2/26/2020,shot,gun,30,M,W,Tahlequah,OK,FALSE,attack,Car,FALSE
+William Resto,2/26/2020,shot,knife,54,M,,Sylvania Township,OH,FALSE,other,Not fleeing,FALSE
+TK TK,2/26/2020,shot,unarmed,,M,,Garden Grove,CA,FALSE,attack,,TRUE
+Kent Richard Kruger,2/27/2020,shot,gun,36,M,W,Lakeville,MN,TRUE,attack,Not fleeing,FALSE
+Joshua David Hernandez Lord,2/27/2020,shot,knife,33,M,W,Clarkdale,AZ,FALSE,other,,FALSE
+Dorgel Cisnero-Mesa,2/27/2020,shot,gun,39,M,H,Jacksonville,FL,TRUE,attack,,FALSE
+Jose L. Rivera,2/28/2020,shot,gun,22,M,H,Moses Lake,WA,FALSE,attack,Other,FALSE
+Anthony Taylor,2/29/2020,shot,gun,49,M,B,Milwaukee,WI,FALSE,other,,FALSE
+Richard Rodriguez,2/29/2020,shot,gun,45,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Stephen Douris,2/29/2020,shot,knife,45,M,W,Henderson,NV,FALSE,other,Not fleeing,FALSE
+Joshua Russell,3/1/2020,shot,gun,30,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Raymundo Aaron Ceja,3/1/2020,shot,gun,30,M,H,Santa Clarita,CA,FALSE,other,Not fleeing,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Santa Ana,CA,FALSE,other,,FALSE
+TK TK,3/1/2020,shot,gun,,M,,Cloverleaf,TX,TRUE,attack,Not fleeing,FALSE
+Ian Austin Wilson,3/1/2020,shot,gun,31,M,W,Mocksville,NC,FALSE,attack,,FALSE
+Cody Hodges,3/2/2020,shot,toy weapon,34,M,,Keithville,LA,TRUE,attack,Not fleeing,FALSE
+Terry Cagle,3/2/2020,shot,BB gun,73,M,W,Sherman,TX,FALSE,attack,Car,FALSE
+Jose Antonio Gainza,3/3/2020,shot,knife,49,M,,Miami-Dade,FL,FALSE,other,Not fleeing,FALSE
+Ryan Bass,3/3/2020,shot,gun,39,M,W,Riverside,WA,FALSE,attack,,FALSE
+Christopher Palmer,3/4/2020,shot,unarmed,37,M,W,Manila,AR,FALSE,attack,Not fleeing,FALSE
+Gary Lee Tierney,3/4/2020,shot,gun,73,M,,Fayetteville,NC,FALSE,attack,Not fleeing,FALSE
+Gene Beasley,3/5/2020,shot,gun,,M,W,Ariton,AL,FALSE,other,Car,FALSE
+Ajay Kamil Ayseli,3/5/2020,shot,knife,31,M,O,Henrico,VA,FALSE,attack,Not fleeing,FALSE
+Elijah Jamaal Brewer,3/5/2020,shot,gun,25,M,B,Pittsburgh,PA,FALSE,attack,Not fleeing,FALSE
+Jacob Frausto,3/6/2020,shot,gun,41,M,,Tucson,AZ,TRUE,attack,Not fleeing,FALSE
+Tyler M. Jones,3/6/2020,shot,gun,24,M,B,Fairfield,OH,FALSE,other,Not fleeing,FALSE
+Barry Gedeus,3/6/2020,shot,unarmed,27,M,B,Fort Lauderdale,FL,FALSE,attack,Foot,FALSE
+Jerry Gaghins,3/6/2020,shot,knife,,M,W,Tulsa,OK,FALSE,attack,Not fleeing,FALSE
+Kenneth Mullins,3/6/2020,shot,unarmed,32,M,W,Edison,CA,FALSE,attack,Not fleeing,FALSE
+Matthew Adam Miller,3/7/2020,shot,knife,33,M,,Stroudsburg,PA,FALSE,other,Not fleeing,FALSE
+Gary Brown,3/7/2020,shot,vehicle,43,M,W,Harrison Township,OH,FALSE,attack,Car,FALSE
+Charles Harwood,3/8/2020,shot,gun,65,M,,Montgomery,AL,FALSE,attack,Not fleeing,FALSE
+Lawson Edward Schaber,3/8/2020,shot,gun,84,M,W,Apache Junction,AZ,FALSE,attack,Not fleeing,FALSE
+Desiree Nicole Garza,3/8/2020,shot,knife,29,F,H,Torrance,CA,FALSE,other,Not fleeing,FALSE
+Brian Marksberry,3/8/2020,shot,unarmed,31,M,W,Humble,TX,FALSE,other,Foot,FALSE
+Keith P. Haux,3/8/2020,shot,gun,57,M,W,Backus,MN,FALSE,other,Not fleeing,FALSE
+Aaron Tolen,3/8/2020,shot,unarmed,37,M,W,Wasilla,AK,FALSE,attack,Not fleeing,FALSE
+Jennifer Taylor,3/9/2020,shot,gun,29,F,W,Dinuba,CA,FALSE,attack,Not fleeing,FALSE
+Jesus Bonito Garcia,3/9/2020,shot,screwdriver,47,M,H,Elmendorf,TX,FALSE,other,,FALSE
+Pablo Elias,3/10/2020,shot,unarmed,44,M,H,Bell Gardens,CA,TRUE,undetermined,,FALSE
+Joshua Christopher Noles,3/11/2020,shot,gun,38,M,W,Elkton,FL,FALSE,attack,Car,FALSE
+Mary Kate Field,3/11/2020,shot,gun,32,F,W,Anchor Point,AK,FALSE,attack,,FALSE
+Breonna Taylor,3/12/2020,shot,unarmed,26,F,B,Louisville,KY,FALSE,undetermined,Not fleeing,FALSE
+Duncan Socrates Lemp,3/12/2020,shot,gun,21,M,W,Potomac,MD,FALSE,attack,Not fleeing,TRUE
+Donnie Sanders,3/12/2020,shot,unarmed,47,M,B,Kansas City,MO,FALSE,undetermined,Foot,FALSE
+Jorge Martinez,3/13/2020,shot,undetermined,30,M,H,Claremore,OK,FALSE,attack,Foot,FALSE
+Marc Morgan,3/13/2020,shot,gun,62,M,W,New Kensington,PA,FALSE,attack,,FALSE
+Rosario Angel Alvarado,3/13/2020,shot,toy weapon,41,M,H,Chandler,AZ,FALSE,attack,Not fleeing,FALSE
+Dung Nguyen,3/13/2020,shot,gun,50,M,A,Garland,TX,FALSE,attack,Not fleeing,FALSE
+Christopher Mullins,3/13/2020,shot,knife,,M,W,Mufreesboro,TN,FALSE,other,Not fleeing,FALSE
+TK TK,3/14/2020,shot,vehicle,48,M,,Cocoa,FL,FALSE,attack,Car,FALSE
+Jeremiah Medina,3/14/2020,shot,gun,31,M,H,Taos,NM,FALSE,attack,Car,FALSE
+Justin Griggs,3/14/2020,shot,gun,30,M,W,Louisville,KY,FALSE,attack,Foot,TRUE
+Chase Brooks,3/14/2020,shot,undetermined,32,M,W,Springfield,OR,FALSE,attack,Not fleeing,FALSE
+Rory Edwin Murray,3/14/2020,shot,gun,30,M,,Lodi,CA,FALSE,attack,Car,FALSE
+Jesse Cadillo,3/14/2020,shot,gun,20,M,W,Pueblo,CO,FALSE,attack,Foot,FALSE
+Michael Brandon Potter,3/15/2020,shot,gun,38,M,W,High Point,NC,FALSE,attack,,FALSE
+Catherine Gomez,3/15/2020,shot,knife,25,F,H,Long Beach,CA,FALSE,attack,Not fleeing,FALSE
+Douglas J. Foster,3/15/2020,shot,gun,47,M,W,Lewistown,MT,FALSE,attack,Car,FALSE
+Dakota Yancey,3/15/2020,shot,gun,19,M,W,Chase City,VA,FALSE,other,Car,FALSE
+Darwin Foy,3/16/2020,shot,gun,35,M,B,Webster City,IA,FALSE,attack,Not fleeing,FALSE
+Juanito Ovalle,3/16/2020,shot,machete,58,M,H,San Antonio,TX,FALSE,other,Not fleeing,FALSE
+TK TK,3/16/2020,shot,gun,,M,,Miami,FL,TRUE,attack,Other,FALSE
+Dakota Wayne Yancey,3/16/2020,shot,gun,18,M,W,Mecklenburg,VA,FALSE,attack,,FALSE
+Marvin O'Reilly,3/16/2020,shot,undetermined,55,M,,Tucson,AZ,FALSE,undetermined,Foot,FALSE
+Charity Thorne,3/16/2020,shot,vehicle,42,F,W,Myerstown,PA,FALSE,attack,Car,FALSE
+William Simpkins,3/17/2020,shot,gun,39,M,B,Atlanta,GA,FALSE,attack,Foot,FALSE
+Harold Spencer,3/18/2020,shot,gun,61,M,B,Iota,LA,FALSE,other,,FALSE
+Steven Alire,3/18/2020,shot,gun,51,M,W,Orchard Mesa,CO,FALSE,other,Foot,FALSE
+Lebarron Ballard,3/18/2020,shot and Tasered,knife,28,M,B,Abilene,TX,FALSE,attack,Foot,FALSE
+Kyle Anthony Eichler,3/19/2020,shot,unknown weapon,33,M,W,Wheeling,MO,FALSE,undetermined,,FALSE
+Charles Parker,3/19/2020,shot and Tasered,knife,47,M,W,Port Jervis,NY,TRUE,other,Not fleeing,FALSE
+Larry Millraney,3/20/2020,shot,gun,39,M,W,Franklin County,TN,FALSE,attack,Car,FALSE
+Mycael Johnson,3/20/2020,shot,unarmed,31,M,B,Tallahassee,FL,FALSE,attack,Other,FALSE
+Kamall Koby Edwards,3/20/2020,shot,gun,18,M,B,Cuthbert,GA,FALSE,attack,Foot,FALSE
+Alvin Lamont Baum,3/20/2020,shot,gun,23,M,B,Virginia Beach,VA,FALSE,attack,Not fleeing,FALSE
+Israel Lucas,3/21/2020,shot,undetermined,30,M,,Mojave,CA,FALSE,attack,,FALSE
+Bryan Pena,3/21/2020,shot,unknown weapon,28,M,,Taylorsville,UT,FALSE,other,Other,FALSE
+Gerald Johnson,3/22/2020,shot,toy weapon,55,M,,Sacramento,CA,FALSE,attack,Not fleeing,TRUE
+Carlos Delgado,3/23/2020,shot,pick-axe,46,M,H,San Antonio,TX,FALSE,attack,Not fleeing,FALSE
+Charles Edward Marsh,3/23/2020,shot,gun,50,M,W,Mojave,CA,FALSE,attack,Not fleeing,FALSE
+Michael Wallace,3/24/2020,shot,gun,34,M,W,Schenectady,NY,TRUE,attack,Not fleeing,FALSE
+Kathryn R. Hale,3/24/2020,shot,vehicle,32,F,W,Shelton,WA,FALSE,attack,Car,FALSE
+Christopher Joel Mock,3/24/2020,shot,gun,45,M,W,WInston Salem,NC,FALSE,attack,Car,FALSE
+Maurico Hernandez,3/24/2020,shot,gun,31,M,H,El Paso,TX,FALSE,attack,Car,FALSE
+Matthew Moore,3/25/2020,shot,gun,19,M,W,Pahrump,NV,FALSE,attack,Not fleeing,TRUE
+Glenn A. White,3/25/2020,shot,knife,53,M,W,London,AR,TRUE,other,Not fleeing,FALSE
+Deanna Marie Owsianiak,3/26/2020,shot,gun,55,F,W,Ormond Beach,FL,FALSE,attack,Not fleeing,FALSE
+John Mark Hendrick,3/26/2020,shot,unarmed,32,M,W,Linwood,NC,FALSE,other,Car,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Portland,OR,FALSE,other,Not fleeing,FALSE
+Robert Harman Sword,3/27/2020,shot,gun,46,M,W,Buchanan,VA,TRUE,attack,Not fleeing,FALSE
+Tyrell Fincher,3/27/2020,shot,gun,26,M,B,Newburgh,NY,FALSE,attack,,TRUE
+TK TK,3/27/2020,shot,gun,,M,,Lehigh Acres,FL,FALSE,attack,Foot,FALSE
+William Patrick Floyd,3/27/2020,shot,gun,51,M,,Salem,OR,FALSE,other,,FALSE
+Thomas Owens,3/28/2020,shot,gun,49,M,,Gray,KY,FALSE,attack,Not fleeing,FALSE
+Shane Farwell,3/28/2020,shot,gun,46,M,W,Caldwell,ID,FALSE,attack,Not fleeing,FALSE
+Jacob  Emry Mcilveen,3/29/2020,shot,gun,22,M,W,Phoenix,AZ,TRUE,attack,Not fleeing,FALSE
+Etonne Tanzymore,3/30/2020,shot,gun,38,M,B,Baltimore,MD,FALSE,attack,Not fleeing,TRUE
+Jessie Stringfield,3/30/2020,shot,gun,44,M,W,Louisville,KY,FALSE,attack,Not fleeing,TRUE
+Anthony Eduardo Pacheco,3/31/2020,shot,sword,37,M,H,Pomona,CA,FALSE,other,Not fleeing,FALSE
+Valente Acosta-Bustillos,3/31/2020,shot,shovel,52,M,H,Albuquerque,NM,TRUE,other,Not fleeing,FALSE
+Shane Tilman Kent,3/31/2020,shot,gun,29,M,W,Asheville,NC,FALSE,attack,Not fleeing,FALSE
+John H. Ross,3/31/2020,shot,gun and car,29,M,,Hinton,VA,FALSE,attack,Car,FALSE
+TK TK,3/31/2020,shot,knife,,,,Burkesville,KY,FALSE,attack,Car,FALSE
+Austin Hines,4/1/2020,shot,gun and vehicle,19,M,W,Columbus,MS,FALSE,attack,Car,FALSE
+Nathan R. Hodge,4/2/2020,shot,gun,66,M,B,Ouachita Parish,LA,FALSE,attack,Not fleeing,FALSE
+David A. Xanatos,4/2/2020,shot,knife,40,M,W,Lincoln CIty,OR,FALSE,other,Not fleeing,FALSE
+Jose Moreno,4/2/2020,shot,Taser,30,M,H,Mesa,AZ,FALSE,attack,Other,FALSE
+Joseph Zahaczewski,4/2/2020,shot,gun,69,M,W,Irving,TX,FALSE,attack,,FALSE
+Jose Soto,4/2/2020,shot,unarmed,27,M,H,Manchester,CT,TRUE,other,Not fleeing,FALSE
+Leneard Bliss,4/4/2020,shot,knife,,M,,Nutter Fort,WV,FALSE,other,Not fleeing,FALSE
+TK TK,4/5/2020,shot,gun,59,M,,Hialeah,FL,FALSE,attack,Not fleeing,FALSE
+Carl Manning,4/5/2020,shot,unknown weapon,62,M,W,Manchester,NH,FALSE,other,Not fleeing,FALSE
+Michael Leon Hammett,4/5/2020,shot,knife,,M,W,Ada,OK,TRUE,attack,Not fleeing,FALSE
+Philip Castonguay,4/5/2020,shot,metal pipe,39,M,W,Milford,MA,FALSE,attack,Not fleeing,FALSE
+Richard Lee Kampstra,4/5/2020,shot,gun,67,M,W,Melbourne,FL,FALSE,other,,FALSE
+Kelvin Parks,4/6/2020,shot,gun,54,M,W,Florence,AL,FALSE,attack,Foot,FALSE
+Yamil Acevedo,4/6/2020,shot,vehicle,29,M,H,North Miami Beach,FL,FALSE,attack,Car,FALSE
+Brandon Mark Stokes,4/7/2020,shot,gun and car,37,M,,Eatonville,WA,TRUE,attack,Car,FALSE
+Idris Abdus-Salaam,4/7/2020,shot,knife,33,M,B,Knoxville,TN,FALSE,other,Not fleeing,FALSE
+Joshua Bacco,4/7/2020,shot,knife,31,M,W,El Mirage,AZ,TRUE,attack,Not fleeing,FALSE
+Jacob Matthew Dau,4/7/2020,shot,vehicle,38,M,W,Clinton,IA,FALSE,other,Car,TRUE
+Derek T. Swanson,4/7/2020,shot,gun,28,M,W,Caddo Parish,LA,FALSE,attack,Other,FALSE
+Dewayne Curtis Lafond,4/7/2020,shot,gun,45,M,B,Refugio,TX,FALSE,attack,Not fleeing,FALSE
+Rick Howell,4/8/2020,shot,gun,59,M,W,Salisbury,MD,TRUE,attack,Not fleeing,FALSE
+Joshua Dariandre Ruffin,4/8/2020,shot,gun,17,M,B,Columbia,SC,FALSE,other,Foot,FALSE
+Zyon Romeir Wyche,4/9/2020,shot,gun,19,M,B,Colonial Heights,VA,FALSE,attack,Foot,FALSE
+Kenneth Jeremy Blair,4/9/2020,shot,Taser,36,M,W,Winchester,TN,FALSE,attack,Foot,FALSE
+Zachary Shane Gifford,4/9/2020,shot,unarmed,39,M,W,Brandon,CO,FALSE,attack,Foot,FALSE
+Matt Goff,4/10/2020,shot,gun,,M,W,Klamath Falls,OR,FALSE,attack,Car,FALSE
+Giuseppe Particianone,4/10/2020,shot,unarmed,33,M,W,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Shawn Lee,4/11/2020,shot,machete,48,M,,Ritzville,WA,TRUE,other,Not fleeing,FALSE
+Jonathan Lee Adams,4/11/2020,shot,gun,31,M,B,Pottstown,PA,FALSE,attack,Not fleeing,FALSE
+Leah Baker,4/11/2020,shot,knife,29,F,W,Jacksonville,FL,FALSE,other,Not fleeing,FALSE
+Errol Bolin,4/11/2020,shot,gun,51,M,W,West Terre Haute,IN,FALSE,attack,Not fleeing,FALSE
+TK TK,4/11/2020,shot,gun,,M,,Clackamas County,OR,FALSE,attack,,FALSE
+Justin Silvernale,4/12/2020,shot,knife,35,M,W,Daly City,CA,TRUE,other,Car,FALSE
+Miguel Gomez,4/12/2020,shot,gun,56,M,,Pompano Beach,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,4/13/2020,shot,screwdriver,,M,,Jackson,MS,FALSE,attack,Foot,FALSE
+Javier Vidal,4/13/2020,shot,gun,36,M,H,Lamont,CA,FALSE,attack,Car,FALSE
+Thomas A. Powell,4/14/2020,shot,gun,31,M,W,Old Town,ME,FALSE,attack,Not fleeing,FALSE
+Tony Clements,4/15/2020,shot,gun,33,M,,Hubert,NC,FALSE,attack,Not fleeing,FALSE
+Leslie Flynn,4/15/2020,shot,gun,39,M,W,Blair,NE,FALSE,attack,Not fleeing,FALSE
+Randy Ashland,4/15/2020,shot,gun,58,M,W,Waukesha,WI,FALSE,attack,Not fleeing,FALSE
+Goldie Bellinger,4/15/2020,shot,gun,39,M,B,Augusta,GA,TRUE,attack,Not fleeing,FALSE
+Juan Ayon-Barraza,4/16/2020,shot,gun and car,24,M,H,Richmond,CA,FALSE,attack,Car,FALSE
+Salvatore Friscia,4/16/2020,shot,vehicle,48,M,W,Philipsburg,MT,FALSE,attack,Not fleeing,FALSE
+Anthony Wilson,4/16/2020,shot,gun,28,M,,Jefferson City,MO,FALSE,attack,Foot,FALSE
+Jasman Washington,4/16/2020,shot,vehicle,31,M,B,Lubbock,TX,FALSE,attack,Car,FALSE
+Derick L. Powe,4/17/2020,shot,gun,,M,B,Daphne,AL,TRUE,attack,Not fleeing,FALSE
+Marcus Eugene Epps,4/17/2020,shot,knife,43,M,W,Anderson,SC,FALSE,attack,,FALSE
+Steven Taylor,4/18/2020,shot,baseball bat,33,M,B,San Leandro,CA,FALSE,other,Not fleeing,FALSE
+Willie J. Hampton,4/18/2020,shot,gun,37,M,,Raytown,MO,FALSE,other,Not fleeing,FALSE
+Austin Dean Heights,4/18/2020,shot,gun,24,M,W,Mankato,MN,TRUE,attack,Other,FALSE
+Mason Workman,4/19/2020,shot,gun,40,M,W,Henderson,NV,FALSE,attack,Not fleeing,TRUE
+Virgill Thrope,4/19/2020,shot,gun,28,M,B,Colorado Springs,CO,FALSE,attack,Not fleeing,FALSE
+Chase Rosa,4/21/2020,shot,gun,24,M,B,Las Vegas,NV,FALSE,attack,Car,TRUE
+Nicholas Chavez,4/21/2020,shot,sharp object,27,M,H,Houston,TX,TRUE,other,Foot,FALSE
+Elmer L. Mack,4/22/2020,shot,gun,40,M,B,Florence,SC,FALSE,attack,Not fleeing,FALSE
+Christopher Lawson,4/22/2020,shot,gun,31,M,,Springfield,CO,FALSE,attack,Not fleeing,FALSE
+TK TK,4/22/2020,shot,knife,,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Joshua Johnson,4/22/2020,shot,toy weapon,35,M,B,Houston,TX,FALSE,attack,Foot,FALSE
+Luan Agolli,4/23/2020,shot,gun,42,M,W,Paterson,NJ,TRUE,attack,Not fleeing,FALSE
+Fred Brown,4/23/2020,shot,unarmed,34,M,,North Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Michael Ramos,4/24/2020,shot,unarmed,42,M,H,Austin,TX,FALSE,undetermined,Car,FALSE
+Timothy Darryl Slides,4/24/2020,shot,gun,28,M,,Lenoir,NC,FALSE,attack,Not fleeing,TRUE
+Brandan Reid Nylander,4/24/2020,shot,gun,24,M,W,Napa,CA,FALSE,other,Car,FALSE
+Marlon Aaron Bonds,4/24/2020,shot,gun,53,M,,Denton,TX,FALSE,attack,,FALSE
+Roy Joiner,4/24/2020,shot,gun,67,M,,Adel,GA,FALSE,attack,Not fleeing,FALSE
+Reed Rickabaugh,4/24/2020,shot,gun,59,M,W,Hiram,ME,FALSE,attack,Not fleeing,FALSE
+Farron Morris Hammond,4/25/2020,shot,gun,61,M,W,Hogansville,GA,FALSE,attack,Not fleeing,FALSE
+Bradley G. Pullman,4/26/2020,shot,vehicle,48,M,,Wayne,NJ,FALSE,other,Car,FALSE
+De Quang Tran,4/26/2020,shot,gun,26,M,A,La Plata,MD,FALSE,attack,Not fleeing,FALSE
+Nicolas Chavez,4/27/2020,shot,sharp object,27,M,,Houston,TX,TRUE,other,Not fleeing,FALSE
+Robert Musser,4/28/2020,shot,gun,32,M,W,Buckeye,AZ,FALSE,attack,Car,FALSE
+William E. Abbe,4/28/2020,shot and Tasered,sharp object,50,M,W,Vancouver,WA,FALSE,attack,Not fleeing,FALSE
+Jesus Caballero,4/29/2020,shot,gun,38,M,H,Las Vegas,NV,FALSE,attack,Car,FALSE
+Artemio Mondragon Alfaro,4/29/2020,shot,vehicle,29,M,W,Madera County,CA,FALSE,attack,Other,FALSE
+Malcolm Xavier Ray Williams,4/29/2020,shot,gun,27,M,B,Jeffersonville,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Hernandez,4/30/2020,shot,gun,,M,,Los Angeles,CA,FALSE,other,Car,FALSE
+Timothy Alan Gilbert,4/30/2020,shot,gun,43,M,W,Martin County,KY,FALSE,attack,Car,FALSE
+William Debose,5/1/2020,shot,gun,21,M,B,Denver,CO,FALSE,other,Other,TRUE
+Nicholas Bils,5/1/2020,shot,unarmed,36,M,W,San Diego,CA,TRUE,other,Foot,FALSE
+Shaun Lee Fuhr,5/1/2020,shot,unarmed,24,M,B,Seattle,WA,FALSE,attack,Foot,TRUE
+TK TK,5/1/2020,shot,knife,,M,,Hialeah,FL,FALSE,undetermined,Foot,FALSE
+Brent Martin,5/1/2020,shot,gun,32,M,B,Little Rock,AR,FALSE,other,Not fleeing,FALSE
+Said Joquin,5/1/2020,shot,gun,26,M,B,Lakewood,WA,FALSE,attack,Not fleeing,FALSE
+Michael Ferguson,5/3/2020,shot,gun,54,M,W,Fort Lauderdale,FL,FALSE,other,Not fleeing,FALSE
+Kortney Shawn Price,5/3/2020,shot,gun,44,M,W,Caldwell County,NC,FALSE,other,Car,TRUE
+Michael Faries,5/3/2020,shot,gun,69,M,W,Oakland City,IN,FALSE,other,Not fleeing,FALSE
+Filipe Periera,5/3/2020,shot,gun,45,M,W,Jacksonville,FL,FALSE,attack,Not fleeing,FALSE
+Armando Salvatierra,5/3/2020,shot,knife,26,M,H,San Jose,CA,FALSE,attack,Not fleeing,TRUE
+Chad Adams,5/3/2020,shot,gun,43,M,W,Boerne,TX,FALSE,attack,Not fleeing,FALSE
+Phillip Michael Carney,5/3/2020,shot,gun,38,M,W,Overland Park,KS,FALSE,attack,Car,FALSE
+Tyler Wayne Kracht,5/3/2020,shot,undetermined,28,M,,Sterling,CO,FALSE,other,Car,FALSE
+Mark Anthony Jones,5/4/2020,shot,knife,36,M,,Monterey Park,CA,FALSE,other,Not fleeing,FALSE
+Demontre Bruner,5/4/2020,shot,gun,21,M,B,Muskogee,OK,FALSE,attack,Foot,FALSE
+Qavon Webb,5/5/2020,shot,gun,23,M,B,Webster Groves,MO,FALSE,attack,Not fleeing,FALSE
+Sandra Lee Harmon,5/5/2020,shot,gun,56,F,W,Half Moon Bay,CA,FALSE,attack,Not fleeing,FALSE
+William Shimp,5/5/2020,shot,gun,33,M,W,Kansas City,MO,FALSE,attack,Car,FALSE
+Justin Charland,5/5/2020,shot,samurai sword,40,M,W,Las Vegas,NV,TRUE,other,Not fleeing,TRUE
+Jah'Sean Iandie Hodge,5/5/2020,shot,knife,21,M,B,St. Cloud,FL,FALSE,other,Foot,FALSE
+Alfredo Delarosa,5/5/2020,shot and Tasered,Taser,20,M,H,San Antonio,TX,FALSE,attack,,FALSE
+Dreasjon Reed,5/6/2020,shot,gun,21,M,B,Indianapolis,IN,FALSE,attack,Car,TRUE
+TK TK,5/6/2020,shot,knife,20,M,,Renton,WA,FALSE,other,,FALSE
+James Joseph James,5/6/2020,shot,knife,47,M,W,Graham,NC,FALSE,attack,Car,FALSE
+Vincent Ralph Pena,5/6/2020,shot,gun,38,M,H,Commerce City,CO,FALSE,attack,Foot,FALSE
+Ruben Escarrega,5/7/2020,shot,knife,31,M,H,Long Beach,CA,FALSE,other,Not fleeing,FALSE
+James Pease,5/7/2020,shot,gun,51,M,W,Jean,NV,FALSE,attack,Car,FALSE
+McHale Rose,5/7/2020,shot,gun,19,M,B,Indianapolis,IN,FALSE,attack,Not fleeing,FALSE
+Daniel Gomez,5/7/2020,shot,knife,21,M,H,Wasco,CA,FALSE,attack,Not fleeing,FALSE
+Adrian Medearis,5/8/2020,shot,Taser,48,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Lloyd Nelson,5/8/2020,shot,gun,47,M,,Pasadena,CA,FALSE,other,Car,FALSE
+Edgar Melgar,5/9/2020,shot,gun,42,M,H,Green Bay,WI,FALSE,attack,Not fleeing,FALSE
+Finan H. Berhe,5/9/2020,shot,knife,30,M,B,Silver Spring,MD,FALSE,other,Not fleeing,TRUE
+Yassin Mohamed,5/9/2020,shot,rock,47,M,B,Claxton,GA,FALSE,attack,Foot,FALSE
+Darrin Jon Patterson,5/9/2020,shot,gun,57,M,W,Idaho Springs,CO,FALSE,attack,Car,FALSE
+Jonathan Carter,5/9/2020,shot,unknown weapon,27,M,W,Calypso,NC,FALSE,other,Not fleeing,FALSE
+Jayson Thompson,5/9/2020,shot,knife,33,M,,Grand Junction,CO,FALSE,other,,FALSE
+Ward Benjamin McClain,5/9/2020,shot,gun,25,M,,Greenville,SC,FALSE,attack,Foot,FALSE
+David Urrea,5/10/2020,shot,knife,50,M,W,Joshua Tree,CA,FALSE,other,Car,FALSE
+TK TK,5/11/2020,shot,hammer,,M,,Laguna Niguel,CA,FALSE,undetermined,,FALSE
+Gregory Howe,5/12/2020,shot,gun,37,M,W,Deltona,FL,FALSE,attack,Car,TRUE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,FALSE
+David Tylek Atkinson,5/13/2020,shot,gun,24,M,B,Raleigh,NC,FALSE,attack,Foot,TRUE
+Rayshard Scales,5/14/2020,shot,toy weapon,30,M,B,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Robert Tincher,5/14/2020,shot,knife,49,M,W,Union Township,OH,TRUE,other,Not fleeing,FALSE
+Anthony Ysaac,5/14/2020,shot,gun,26,M,,Los Angeles,CA,FALSE,other,Not fleeing,FALSE
+Donny Leek,5/14/2020,shot,gun,47,M,W,San Angelo,TX,TRUE,attack,Not fleeing,FALSE
+Anthony Angel,5/14/2020,shot,gun,30,M,,Rapid City,SD,FALSE,attack,Car,FALSE
+Roy Ogden,5/15/2020,shot,gun,65,M,,Ladson,SC,FALSE,attack,Car,FALSE
+TK TK,5/15/2020,shot,gun,42,M,,San Leandro,CA,FALSE,attack,Not fleeing,FALSE
+Robert Avila,5/15/2020,shot,vehicle,31,M,W,Pueblo,CO,FALSE,attack,Car,FALSE
+Hunter Carlstrom,5/15/2020,shot,gun,33,M,W,Oxford,MS,FALSE,attack,Car,FALSE
+Robert Johnson,5/16/2020,shot,gun,29,M,B,Essex,MD,FALSE,other,Not fleeing,TRUE
+Wallace Dean Staples,5/16/2020,shot,gun,42,M,W,Greenville,GA,FALSE,attack,Foot,FALSE
+Randy Roszell Lewis,5/16/2020,shot,knife,38,M,B,Houston,TX,FALSE,attack,Not fleeing,TRUE
+Juan M. Montalvo,5/17/2020,shot,gun,25,M,H,Pasco,WA,FALSE,attack,,FALSE
+Brian Cooper,5/17/2020,shot,gun,49,M,,Germantown,TN,FALSE,other,Not fleeing,FALSE
+Bernard Ledlow,5/17/2020,shot,gun,39,M,W,East Baton Rouge,LA,FALSE,attack,Other,FALSE
+Robert Wayne Lawson,5/18/2020,shot,gun,64,M,W,St. Francis County,AR,FALSE,attack,Not fleeing,FALSE
+Jacob Bubb,5/18/2020,shot,gun,28,M,W,Suring,WI,FALSE,other,Not fleeing,FALSE
+Levi Morse,5/19/2020,shot,gun,32,M,W,Chunchula,AL,FALSE,attack,Not fleeing,FALSE
+Wilbon Cleveland Woodard,5/19/2020,shot,unknown weapon,69,M,W,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Tyler Hays,5/19/2020,shot,unarmed,29,M,W,Sale Creek,TN,FALSE,attack,Not fleeing,FALSE
+TK TK,5/19/2020,shot and Tasered,knife,,M,,Seattle,WA,FALSE,undetermined,Foot,TRUE
+TK TK,5/20/2020,shot,gun,,M,,Viera,FL,TRUE,attack,Not fleeing,FALSE
+Tobby Wiggins,5/20/2020,shot,undetermined,45,M,B,Atmore,AL,FALSE,other,Foot,FALSE
+Ryan Whitaker,5/21/2020,shot,gun,40,M,W,Phoenix,AZ,FALSE,other,Not fleeing,FALSE
+Willie Lee Quarles,5/21/2020,shot,gun,60,M,B,Greenwood,SC,FALSE,attack,Not fleeing,FALSE
+Bernardo Palacios-Carbajal,5/23/2020,shot,gun,22,M,H,Salt Lake City,UT,FALSE,other,Foot,TRUE
+Maurice S. Gordon,5/23/2020,shot,unarmed,28,M,B,Bass River,NJ,FALSE,other,Not fleeing,FALSE
+Christopher Clark,5/23/2020,shot,gun,36,M,,Paterson,NJ,FALSE,undetermined,,FALSE
+Gary Kevin Partin,5/23/2020,shot,gun,57,M,,Bell County,KY,FALSE,other,Car,FALSE
+Michael Snyder,5/24/2020,shot,gun,44,M,,Bulls Gap,TN,TRUE,attack,Foot,FALSE
+Anthony Grove,5/24/2020,shot,gun,52,M,,Flathead County,MT,FALSE,attack,Not fleeing,FALSE
+Gary P. Dorton,5/25/2020,shot,knife,43,M,,Jonesborough,TN,TRUE,attack,Not fleeing,FALSE
+Joe Louis Castillanos,5/25/2020,shot,gun,38,M,H,Houston,TX,FALSE,attack,Not fleeing,FALSE
+Dion Johnson,5/25/2020,shot,undetermined,28,M,B,Phoenix,AZ,FALSE,undetermined,Not fleeing,FALSE
+Reymar Gagarin,5/25/2020,shot,toy weapon,35,M,,Modesto,CA,TRUE,attack,Not fleeing,TRUE
+Justin Mink,5/25/2020,shot,knife,33,M,,League City,TX,FALSE,attack,Not fleeing,FALSE
+Richard Councilman,5/26/2020,shot,toy weapon,,M,,Jamestown,CA,TRUE,other,Not fleeing,FALSE
+Jason Jesse Gallegos,5/26/2020,shot,gun,37,M,W,Lansing,MI,TRUE,attack,Not fleeing,TRUE
+Kenneth Bennett,5/26/2020,shot,toy weapon,61,M,,Manlius,NY,TRUE,attack,Not fleeing,FALSE
+John Alvarado,5/26/2020,shot,gun,22,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Tracy Drowne,5/26/2020,shot,gun,42,F,W,Orlando,FL,FALSE,attack,Not fleeing,FALSE
+TK TK,5/26/2020,shot,gun,,M,,Thornton,CO,FALSE,attack,,FALSE
+Robert Avitia,5/26/2020,shot,gun,18,M,H,Los Angeles,CA,FALSE,attack,Foot,FALSE
+John Vik,5/26/2020,shot,gun,47,M,,Parma,OH,FALSE,attack,Not fleeing,FALSE
+John Allen Dunaway,5/26/2020,shot and Tasered,undetermined,61,M,,Jacksonville,FL,FALSE,attack,Foot,FALSE
+Tony McDade,5/27/2020,shot,gun,38,M,B,Tallahassee,FL,FALSE,other,Not fleeing,FALSE
+Joshua Blessed,5/27/2020,shot,vehicle and gun,58,M,W,Geneseo,NY,FALSE,attack,Car,FALSE
+Rommel Mendoza,5/27/2020,shot,sword,50,M,H,Los Angeles,CA,FALSE,attack,,FALSE
+Hector Hernandez,5/27/2020,shot,knife,31,M,H,Fullerton,CA,FALSE,attack,Not fleeing,FALSE
+Alexander Scott,5/27/2020,shot,knife,30,M,,Wilburton,OK,FALSE,attack,Not fleeing,FALSE
+TK TK,5/27/2020,shot,undetermined,,M,,Luverne,AL,FALSE,undetermined,Not fleeing,FALSE
+Modesto Reyes,5/27/2020,shot and Tasered,gun,35,M,B,Jefferson Parish,LA,FALSE,attack,Other,TRUE
+John Benedict Coleman,5/28/2020,shot,gun,53,M,W,Ogden,UT,FALSE,attack,Not fleeing,FALSE
+Steven Edward Ferguson,5/28/2020,shot,vehicle,31,M,W,Centennial,CO,FALSE,attack,Car,FALSE
+TK TK,5/28/2020,shot,crowbar,,M,,Fontana,CA,FALSE,attack,Not fleeing,FALSE
+Ruben Smith,5/28/2020,shot,gun,35,M,B,North Little Rock,AR,FALSE,other,Not fleeing,FALSE
+TK TK,5/28/2020,shot and Tasered,knife,,M,,Washington County,OR,FALSE,other,Not fleeing,TRUE
+Heba Momtaz Al-Azhari,5/29/2020,shot,knife,22,F,O,Temple Terrace,FL,TRUE,attack,Not fleeing,FALSE
+TK TK,5/29/2020,shot,toy weapon,,M,W,Lancaster,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,gun,32,M,A,San Diego,CA,FALSE,attack,,FALSE
+TK TK,5/29/2020,shot,knife,,M,,Philadelphia,PA,FALSE,other,Not fleeing,FALSE
+Momodou Lamin Sisay,5/29/2020,shot,gun,39,M,B,Snellville,GA,FALSE,attack,Car,FALSE
+Jarvis Sullivan,5/29/2020,shot,vehicle,44,M,B,Yulee,FL,FALSE,attack,Car,FALSE
+Derrick Thompson,5/30/2020,shot,gun,46,M,B,Fountain,FL,FALSE,attack,Not fleeing,FALSE
+Israel Berry,5/31/2020,shot,undetermined,49,M,W,Portland,OR,FALSE,undetermined,,FALSE
+Thomas Sutherlin,5/31/2020,shot and Tasered,gun,32,M,W,Watertown,WI,FALSE,attack,Not fleeing,FALSE
+David McAtee,6/1/2020,shot,gun,53,M,B,Louisville,KY,FALSE,attack,,TRUE
+Jorge Gomez,6/1/2020,shot,gun,25,M,H,Las Vegas,NV,FALSE,attack,Not fleeing,FALSE
+Ryan Emblem Moore,6/1/2020,shot,undetermined,36,M,W,Fayetteville,AR,FALSE,undetermined,Not fleeing,FALSE
+Robert James Lyon,6/2/2020,shot,gun,65,M,,Cottonwood,CA,FALSE,other,Not fleeing,FALSE
+Sean Monterrosa,6/2/2020,shot,hammer,22,M,H,Vallejo,CA,FALSE,other,Not fleeing,FALSE
+Tyquarn Graves,6/2/2020,shot,gun,33,M,B,Brooklyn,NY,FALSE,other,Not fleeing,TRUE
+Mary Lawrence,6/3/2020,shot,knife,39,F,W,Poteau,OK,FALSE,other,Not fleeing,FALSE
+Gregory W. Hallback,6/3/2020,shot,gun,44,M,W,Aiken,SC,FALSE,attack,Not fleeing,FALSE
+Eric A. Galvan,6/3/2020,shot,gun,25,M,H,Corpus Christi,TX,FALSE,attack,Not fleeing,FALSE
+Scott Anderson Hutton,6/3/2020,shot,undetermined,36,M,W,Alexander,AR,FALSE,undetermined,Not fleeing,FALSE
+Benjamin Ballard,6/5/2020,shot,gun,42,M,W,Mustang,OK,FALSE,attack,Not fleeing,FALSE
+Kamal Flowers,6/6/2020,shot,gun,24,M,B,New Rochelle,NY,FALSE,attack,Foot,FALSE
+Erik Salgado,6/6/2020,shot,undetermined,22,M,H,Oakland,CA,FALSE,undetermined,Not fleeing,FALSE
+Gregory Lee Turnure,6/6/2020,shot,metal pipe,37,M,,Clarkrange,TN,FALSE,attack,Not fleeing,FALSE
+Jeffrey McClure,6/7/2020,shot,pellet gun,26,M,,East Northport,NY,FALSE,other,Not fleeing,FALSE
+Jarrid Hurst,6/7/2020,shot,knife,35,M,W,Industry,CA,TRUE,other,Not fleeing,FALSE
+Michael Seltzer,6/8/2020,shot,gun,81,M,,Las Cruces,NM,TRUE,attack,Not fleeing,FALSE
+Marcus James Uribe,6/9/2020,shot,gun,31,M,,Englewood,CO,FALSE,attack,,FALSE
+Lewis Ruffin,6/9/2020,shot,gun,38,M,B,Orlando,FL,FALSE,attack,,FALSE
+Jerry M. Bethel,6/10/2020,shot,gun,59,M,,Weippe,ID,FALSE,attack,,FALSE
+Gregorio Cruz Vanloo,6/11/2020,shot,gun,28,M,W,DeKalb County,TN,FALSE,other,Other,FALSE
+Mason James Lira,6/11/2020,shot,gun,26,M,W,Paso Robles,CA,TRUE,attack,Foot,FALSE
+Michael Thomas,6/11/2020,shot,undetermined,62,M,B,Lancaster,CA,FALSE,undetermined,Not fleeing,FALSE
+Rayshard Brooks,6/12/2020,shot,Taser,27,M,B,Atlanta,GA,FALSE,attack,Foot,TRUE
+Caine Van Pelt,6/12/2020,shot,gun,23,M,B,Crown Point,IN,FALSE,attack,Car,FALSE
+Hannah Fizer,6/13/2020,shot,unarmed,25,F,W,Sedalia,MO,FALSE,other,Not fleeing,FALSE
+William Slyter,6/13/2020,shot,gun,22,M,W,Kansas City,MO,FALSE,other,Other,FALSE
+TK TK,6/13/2020,shot,undetermined,,M,,San Bernardino,CA,FALSE,attack,Not fleeing,FALSE
+Nicholas Hirsh,6/15/2020,shot,gun,31,M,W,Lawrence,KS,FALSE,attack,Car,FALSE
+TK TK,6/16/2020,shot,gun,24,M,,Beach Park,IL,FALSE,attack,Not fleeing,FALSE
+TK TK,6/16/2020,shot,gun,27,M,,Phoenix,AZ,FALSE,attack,Not fleeing,FALSE