From fe815089086984f4317a388d5ec3750eb1611a42 Mon Sep 17 00:00:00 2001 From: Sneegdh Krishnna Date: Sun, 17 Oct 2021 00:03:13 +0530 Subject: [PATCH] Add files via upload MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Related Issue #536 (comment) Info about the related issue ✅ Hacktoberfest2021 Participant ✅Contributor Closes: #536 Describe the add-ons or changes you've made Have successfully performed a detailed analysis on the NYPD dataset as per the issue. I've performed EDA to explore the nature and uncover hidden insights that will help in detection of potential threat locations, the demographics & ethnicity of the victim & the perpetrator, and estimation of number of casualties. Checklist: [✅] My code follows the guidelines of this project. [✅] I have performed a self-review of my own code. [✅] I have commented my code, particularly wherever it was hard to understand. [✅] I have made corresponding changes to the documentation. [✅] My changes generate no new warnings. --- .../NYC Shootings Data Analysis.ipynb | 3910 +++ .../NYPD_Footnotes.pdf | Bin 0 -> 82725 bytes NYPD Shooting Data Analysis/dataset.csv | 23569 ++++++++++++++++ 3 files changed, 27479 insertions(+) create mode 100644 NYPD Shooting Data Analysis/NYC Shootings Data Analysis.ipynb create mode 100644 NYPD Shooting Data Analysis/NYPD_Footnotes.pdf create mode 100644 NYPD Shooting Data Analysis/dataset.csv diff --git a/NYPD Shooting Data Analysis/NYC Shootings Data Analysis.ipynb b/NYPD Shooting Data Analysis/NYC Shootings Data Analysis.ipynb new file mode 100644 index 000000000..7fc484f3e --- /dev/null +++ b/NYPD Shooting Data Analysis/NYC Shootings Data Analysis.ipynb @@ -0,0 +1,3910 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8a738dd7", + "metadata": {}, + "source": [ + "## Dataset" + ] + }, + { + "cell_type": "markdown", + "id": "60e1f226", + "metadata": {}, + "source": [ + "https://www.kaggle.com/saurabhshahane/nypd-shooting-data-historic" + ] + }, + { + "cell_type": "markdown", + "id": "9f596e81", + "metadata": {}, + "source": [ + "This dataset contains all the details of shooting incidents in New York City in the last 15 years from 2006 to 2020. An Exploratory Analysis has been performed to explore the nature and uncover hidden insights. It will help us in detection of potential threat locations, the demographics & ethinicity of the victim & the perpretator, and estimation of number of casualties. Following analysis aims to make NYC safe for the residents by equiping them with all the stats so that they can take the necessary precautions." + ] + }, + { + "cell_type": "markdown", + "id": "042973cc", + "metadata": {}, + "source": [ + "### Inspiration\n", + "To explore these ideas:\n", + "\n", + "• How many people got killed and injured per year?\n", + "\n", + "• Visualize mass shootings on the NYC map\n", + "\n", + "• Is there any correlation between shooter and his/her race, gender\n", + "\n", + "• Any correlation with calendar dates? Do we have more deadly days, weeks or months on average\n", + "\n", + "• Which areas are more prone to such attacks\n", + "\n", + "• Try to find and combine any other external datasets to enrich the analysis" + ] + }, + { + "cell_type": "markdown", + "id": "ebec493b", + "metadata": {}, + "source": [ + "### Objective\n", + "\n", + "I have leveraged the dataset to derive a solution to the following business questions:\n", + "\n", + "Which Boroughs(Areas) are more unsafe than others?\n", + "\n", + "Which age group and race account for the highest number of Perpetrators?\n", + "\n", + "Which age group and race account for the highest number of Victims?\n", + "\n", + "Which jurisdiction has observed the highest number of incidents?\n", + "\n", + "How many incidents resulted in murder?\n", + "\n", + "Which age group of victims are mostly targeted by perpetrators?\n", + "\n", + "Trend of the incidents reported from 2006 to 2020 - which year has observed the highest number of shooting incidents in New York City?\n", + "\n", + "I've also built a Predictive model to predict the age-group, sex, race of the victim and location of the incident using Random Forest" + ] + }, + { + "cell_type": "markdown", + "id": "d491df49", + "metadata": {}, + "source": [ + "### Footnotes \n", + "https://data.cityofnewyork.us/api/views/5ucz-vwe8/files/ec9fa5b4-2cfa-4af0-af44-594b85ace55b?download=true&filename=NYPD_Shootings_Incident_Level_Data_Footnotes.pdf" + ] + }, + { + "cell_type": "markdown", + "id": "19817a00", + "metadata": {}, + "source": [ + "**STATISTICAL_MURDER_FLAG** If True then Shooting resulted in the victim’s death which would \n", + "be counted as a *Murder* otherwise *Injured*\n", + "\n", + "**JURISDICTION_CODE**\n", + "Jurisdiction where the shooting incident occurred. Jurisdiction codes *0(Patrol), 1(Transit) and \n", + "2(Housing)* represent NYPD whilst codes 3 and more represent non NYPD jurisdictions\n", + "\n", + "\n", + "**BORO** The area/borough where the shooting took place" + ] + }, + { + "cell_type": "markdown", + "id": "0e268df1", + "metadata": {}, + "source": [ + "## Part 1: Performing EDA" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "edc6a7a3", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d86eb706", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"C:/Users/sneeg/Desktop/Projects/NYPD data analysis/rows.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "7ccec347", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 INCIDENT_KEY 23568 non-null int64 \n", + " 1 OCCUR_DATE 23568 non-null object \n", + " 2 OCCUR_TIME 23568 non-null object \n", + " 3 BORO 23568 non-null object \n", + " 4 PRECINCT 23568 non-null int64 \n", + " 5 JURISDICTION_CODE 23566 non-null float64\n", + " 6 LOCATION_DESC 9987 non-null object \n", + " 7 STATISTICAL_MURDER_FLAG 23568 non-null bool \n", + " 8 PERP_AGE_GROUP 15109 non-null object \n", + " 9 PERP_SEX 15143 non-null object \n", + " 10 PERP_RACE 15143 non-null object \n", + " 11 VIC_AGE_GROUP 23568 non-null object \n", + " 12 VIC_SEX 23568 non-null object \n", + " 13 VIC_RACE 23568 non-null object \n", + " 14 X_COORD_CD 23568 non-null object \n", + " 15 Y_COORD_CD 23568 non-null object \n", + " 16 Latitude 23568 non-null float64\n", + " 17 Longitude 23568 non-null float64\n", + " 18 Lon_Lat 23568 non-null object \n", + "dtypes: bool(1), float64(3), int64(2), object(13)\n", + "memory usage: 3.3+ MB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "markdown", + "id": "57bdc2bb", + "metadata": {}, + "source": [ + "df.describe()\n", + "\n", + "**Doesn't make sense on this dataset to use df.describe()** (as mostly object values)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "df0b3e36", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23568 rows × 19 columns

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" + ], + "text/plain": [ + " INCIDENT_KEY OCCUR_DATE OCCUR_TIME BORO PRECINCT \\\n", + "20951 9953247 01/01/2006 3:30:00 BROOKLYN 67 \n", + "18688 9953246 01/01/2006 5:51:00 BRONX 44 \n", + "3392 9953250 01/01/2006 2:34:00 QUEENS 114 \n", + "21364 9953245 01/01/2006 2:00:00 BRONX 48 \n", + "11680 9953252 01/01/2006 2:22:00 MANHATTAN 28 \n", + "... ... ... ... ... ... \n", + "180 206891917 12/31/2019 20:14:00 BROOKLYN 73 \n", + "23113 222468112 12/31/2020 14:59:00 QUEENS 103 \n", + "22335 222473262 12/31/2020 23:45:00 MANHATTAN 33 \n", + "22423 222446417 12/31/2020 00:42:00 BRONX 44 \n", + "22275 222466833 12/31/2020 19:27:00 QUEENS 113 \n", + "\n", + " JURISDICTION_CODE LOCATION_DESC STATISTICAL_MURDER_FLAG \\\n", + "20951 0.0 NaN False \n", + "18688 0.0 NONE False \n", + "3392 0.0 BAR/NIGHT CLUB True \n", + "21364 0.0 NONE False \n", + "11680 0.0 NONE True \n", + "... ... ... ... \n", + "180 0.0 NaN False \n", + "23113 0.0 NaN False \n", + "22335 0.0 NaN False \n", + "22423 0.0 SMALL MERCHANT False \n", + "22275 0.0 NaN True \n", + "\n", + " PERP_AGE_GROUP PERP_SEX PERP_RACE VIC_AGE_GROUP VIC_SEX \\\n", + "20951 UNKNOWN U UNKNOWN 18-24 M \n", + "18688 25-44 M WHITE HISPANIC 18-24 M \n", + "3392 25-44 M BLACK 25-44 M \n", + "21364 18-24 M BLACK <18 M \n", + "11680 25-44 M BLACK 25-44 M \n", + "... ... ... ... ... ... \n", + "180 NaN NaN NaN 25-44 M \n", + "23113 NaN NaN NaN 18-24 M \n", + "22335 NaN NaN NaN 18-24 M \n", + "22423 NaN NaN NaN 25-44 M \n", + "22275 NaN NaN NaN 25-44 M \n", + "\n", + " VIC_RACE X_COORD_CD Y_COORD_CD Latitude Longitude \\\n", + "20951 BLACK 999316 176460 40.651014 -73.945707 \n", + "18688 WHITE HISPANIC 1007418 243859 40.835990 -73.916276 \n", + "3392 BLACK 1002577 221583 40.774860 -73.933832 \n", + "21364 BLACK 1013405 251801 40.857771 -73.894606 \n", + "11680 BLACK 998816 233545 40.807699 -73.947385 \n", + "... ... ... ... ... ... \n", + "180 BLACK 1007235 179932 40.660527 -73.917156 \n", + "23113 BLACK 1013251 243005 40.833629 -73.895201 \n", + "22335 BLACK HISPANIC 997457 181411 40.664606 -73.952396 \n", + "22423 WHITE HISPANIC 1020183 239283 40.823387 -73.870170 \n", + "22275 BLACK 999880 190399 40.689272 -73.943642 \n", + "\n", + " Lon_Lat \n", + "20951 POINT (-73.94570651699998 40.651013998000046) \n", + "18688 POINT (-73.91627635999998 40.83598980000005) \n", + "3392 POINT (-73.933831684 40.77485969700007) \n", + "21364 POINT (-73.89460587699995 40.85777050600007) \n", + "11680 POINT (-73.94738485799998 40.807699163000045) \n", + "... ... \n", + "180 POINT (-73.91715616699997 40.66052686300003) \n", + "23113 POINT (-73.89520062899999 40.833628590000046) \n", + "22335 POINT (-73.95239629299994 40.664606373000034) \n", + "22423 POINT (-73.87017045 40.82338729100008) \n", + "22275 POINT (-73.94364165399996 40.68927245800006) \n", + "\n", + "[23568 rows x 19 columns]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# sorting the values by date\n", + "\n", + "df = df.sort_values(\"OCCUR_DATE\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "00ea8590", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['BROOKLYN', 'BRONX', 'QUEENS', 'MANHATTAN', 'STATEN ISLAND'],\n", + " dtype=object)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# different areas\n", + "df['BORO'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "5125ba39", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0., 2., 1., nan])" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"JURISDICTION_CODE\"].unique()" + ] + }, + { + "cell_type": "markdown", + "id": "346832f1", + "metadata": {}, + "source": [ + "**Using value_counts() instead of unique()**" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "aa336c58", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "MULTI DWELL - PUBLIC HOUS 4230\n", + "MULTI DWELL - APT BUILD 2551\n", + "PVT HOUSE 858\n", + "GROCERY/BODEGA 572\n", + "BAR/NIGHT CLUB 558\n", + "COMMERCIAL BLDG 234\n", + "RESTAURANT/DINER 188\n", + "NONE 175\n", + "BEAUTY/NAIL SALON 100\n", + "FAST FOOD 98\n", + "SOCIAL CLUB/POLICY LOCATI 66\n", + "GAS STATION 53\n", + "HOSPITAL 38\n", + "LIQUOR STORE 36\n", + "STORE UNCLASSIFIED 35\n", + "DRY CLEANER/LAUNDRY 30\n", + "SMALL MERCHANT 25\n", + "HOTEL/MOTEL 24\n", + "SUPERMARKET 19\n", + "CLOTHING BOUTIQUE 14\n", + "JEWELRY STORE 12\n", + "DRUG STORE 11\n", + "VARIETY STORE 11\n", + "SHOE STORE 9\n", + "CANDY STORE 6\n", + "FACTORY/WAREHOUSE 6\n", + "DEPT STORE 5\n", + "TELECOMM. STORE 5\n", + "CHAIN STORE 5\n", + "GYM/FITNESS FACILITY 3\n", + "VIDEO STORE 2\n", + "DOCTOR/DENTIST 1\n", + "PHOTO/COPY STORE 1\n", + "CHECK CASH 1\n", + "ATM 1\n", + "STORAGE FACILITY 1\n", + "BANK 1\n", + "SCHOOL 1\n", + "LOAN COMPANY 1\n", + "Name: LOCATION_DESC, dtype: int64" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"LOCATION_DESC\"].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7732a061", + "metadata": {}, + "outputs": [], + "source": [ + "# dropping precint, x_coord, y_coord, latitude, longitude as we don't need the exact location/coordinates\n", + "df= df.drop(['PRECINCT', 'X_COORD_CD', 'Y_COORD_CD', 'Latitude', 'Longitude', 'Lon_Lat'], axis = 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "1e77a6af", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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INCIDENT_KEYOCCUR_DATEOCCUR_TIMEBOROJURISDICTION_CODELOCATION_DESCSTATISTICAL_MURDER_FLAGPERP_AGE_GROUPPERP_SEXPERP_RACEVIC_AGE_GROUPVIC_SEXVIC_RACE
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" + ], + "text/plain": [ + " INCIDENT_KEY OCCUR_DATE OCCUR_TIME BORO JURISDICTION_CODE \\\n", + "6603 62583835 06/08/2009 22:50:00 BROOKLYN 0.0 \n", + "\n", + " LOCATION_DESC STATISTICAL_MURDER_FLAG PERP_AGE_GROUP PERP_SEX PERP_RACE \\\n", + "6603 NaN False 18-24 M BLACK \n", + "\n", + " VIC_AGE_GROUP VIC_SEX VIC_RACE \n", + "6603 18-24 M BLACK " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sample()" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "017134d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "INCIDENT_KEY 0\n", + "OCCUR_DATE 0\n", + "OCCUR_TIME 0\n", + "BORO 0\n", + "JURISDICTION_CODE 2\n", + "LOCATION_DESC 13581\n", + "STATISTICAL_MURDER_FLAG 0\n", + "PERP_AGE_GROUP 8459\n", + "PERP_SEX 8425\n", + "PERP_RACE 8425\n", + "VIC_AGE_GROUP 0\n", + "VIC_SEX 0\n", + "VIC_RACE 0\n", + "dtype: int64" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Checking the number of null values present in the data set. \n", + "df.isnull().sum()\n", + "# df.isna().sum() also valid" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "c2c202d0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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INCIDENT_KEYOCCUR_DATEOCCUR_TIMEBOROJURISDICTION_CODELOCATION_DESCSTATISTICAL_MURDER_FLAGPERP_AGE_GROUPPERP_SEXPERP_RACEVIC_AGE_GROUPVIC_SEXVIC_RACE
20951FalseFalseFalseFalseFalseTrueFalseFalseFalseFalseFalseFalseFalse
18688FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
3392FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
21364FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
11680FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
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180FalseFalseFalseFalseFalseTrueFalseTrueTrueTrueFalseFalseFalse
23113FalseFalseFalseFalseFalseTrueFalseTrueTrueTrueFalseFalseFalse
22335FalseFalseFalseFalseFalseTrueFalseTrueTrueTrueFalseFalseFalse
22423FalseFalseFalseFalseFalseFalseFalseTrueTrueTrueFalseFalseFalse
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23568 rows × 13 columns

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" + ], + "text/plain": [ + " INCIDENT_KEY OCCUR_DATE OCCUR_TIME BORO JURISDICTION_CODE \\\n", + "20951 False False False False False \n", + "18688 False False False False False \n", + "3392 False False False False False \n", + "21364 False False False False False \n", + "11680 False False False False False \n", + "... ... ... ... ... ... \n", + "180 False False False False False \n", + "23113 False False False False False \n", + "22335 False False False False False \n", + "22423 False False False False False \n", + "22275 False False False False False \n", + "\n", + " LOCATION_DESC STATISTICAL_MURDER_FLAG PERP_AGE_GROUP PERP_SEX \\\n", + "20951 True False False False \n", + "18688 False False False False \n", + "3392 False False False False \n", + "21364 False False False False \n", + "11680 False False False False \n", + "... ... ... ... ... \n", + "180 True False True True \n", + "23113 True False True True \n", + "22335 True False True True \n", + "22423 False False True True \n", + "22275 True False True True \n", + "\n", + " PERP_RACE VIC_AGE_GROUP VIC_SEX VIC_RACE \n", + "20951 False False False False \n", + "18688 False False False False \n", + "3392 False False False False \n", + "21364 False False False False \n", + "11680 False False False False \n", + "... ... ... ... ... \n", + "180 True False False False \n", + "23113 True False False False \n", + "22335 True False False False \n", + "22423 True False False False \n", + "22275 True False False False \n", + "\n", + "[23568 rows x 13 columns]" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isnull()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "26db5437", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Percentage of Null values with respect to columns in the dataset\n" + ] + }, + { + "data": { + "text/plain": [ + "INCIDENT_KEY 0.000000\n", + "OCCUR_DATE 0.000000\n", + "OCCUR_TIME 0.000000\n", + "BORO 0.000000\n", + "JURISDICTION_CODE 0.008486\n", + "LOCATION_DESC 57.624745\n", + "STATISTICAL_MURDER_FLAG 0.000000\n", + "PERP_AGE_GROUP 35.891887\n", + "PERP_SEX 35.747624\n", + "PERP_RACE 35.747624\n", + "VIC_AGE_GROUP 0.000000\n", + "VIC_SEX 0.000000\n", + "VIC_RACE 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# calculating the percentage of null values present in the data set(column wise).\n", + "print('Percentage of Null values with respect to columns in the dataset')\n", + "100* df.isnull().sum()/len(df)\n", + "# 100* df.isna().sum()/len(df) {also valid}" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "22960f0a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values present in the columns with percentage\n", + "BLACK 0.650796\n", + "WHITE HISPANIC 0.129499\n", + "UNKNOWN 0.123423\n", + "BLACK HISPANIC 0.071386\n", + "WHITE 0.016839\n", + "ASIAN / PACIFIC ISLANDER 0.007924\n", + "AMERICAN INDIAN/ALASKAN NATIVE 0.000132\n", + "Name: PERP_RACE, dtype: float64\n", + "Null values filled with appropriate data\n" + ] + }, + { + "data": { + "text/plain": [ + "BLACK 15388\n", + "WHITE HISPANIC 3050\n", + "UNKNOWN 2889\n", + "BLACK HISPANIC 1684\n", + "WHITE 379\n", + "ASIAN / PACIFIC ISLANDER 174\n", + "AMERICAN INDIAN/ALASKAN NATIVE 4\n", + "Name: PERP_RACE, dtype: int64" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Passing dataframe-df and column 'PERP_RACE' as it contains null values. This function will return 'PERP_RACE' column with 0 null values.\n", + "col = 'PERP_RACE'\n", + "df[col].value_counts()\n", + "s = df[col].value_counts(normalize=True)\n", + "print('Values present in the columns with percentage')\n", + "print(s)\n", + "missing = df[col].isnull()\n", + "df.loc[missing,col] = np.random.choice(s.index, size=len(df[missing]),p=s.values)\n", + "print('Null values filled with appropriate data')\n", + "df[col].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "8007eb57", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values present in the columns with percentage\n", + "18-24 0.360580\n", + "25-44 0.305315\n", + "UNKNOWN 0.208882\n", + "<18 0.089615\n", + "45-64 0.031835\n", + "65+ 0.003574\n", + "224 0.000066\n", + "940 0.000066\n", + "1020 0.000066\n", + "Name: PERP_AGE_GROUP, dtype: float64\n", + "Null values filled with appropriate data\n" + ] + }, + { + "data": { + "text/plain": [ + "18-24 8482\n", + "25-44 7195\n", + "UNKNOWN 4941\n", + "<18 2113\n", + "45-64 739\n", + "65+ 94\n", + "224 2\n", + "940 1\n", + "1020 1\n", + "Name: PERP_AGE_GROUP, dtype: int64" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# random sampling\n", + "col = 'PERP_AGE_GROUP'\n", + "df[col].value_counts()\n", + "s = df[col].value_counts(normalize=True)\n", + "print('Values present in the columns with percentage')\n", + "print(s)\n", + "missing = df[col].isnull()\n", + "df.loc[missing,col] = np.random.choice(s.index, size=len(df[missing]),p=s.values)\n", + "print('Null values filled with appropriate data')\n", + "df[col].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "d1441781", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "18-24 8482\n", + "25-44 7195\n", + "UNKNOWN 4941\n", + "<18 2113\n", + "45-64 739\n", + "65+ 94\n", + "Name: PERP_AGE_GROUP, dtype: int64" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Removing outlier values in PERP_AGE_GROUP as age can't be 224, 940, 1020\n", + "df.drop(df.loc[df['PERP_AGE_GROUP']=='224'].index, inplace=True)\n", + "df.drop(df.loc[df['PERP_AGE_GROUP']=='940'].index, inplace=True)\n", + "df.drop(df.loc[df['PERP_AGE_GROUP']=='1020'].index, inplace=True)\n", + "df['PERP_AGE_GROUP'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "0dfce713", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values present in the columns with percentage\n", + "M 0.878600\n", + "U 0.099339\n", + "F 0.022061\n", + "Name: PERP_SEX, dtype: float64\n", + "Null values filled with appropriate data\n" + ] + }, + { + "data": { + "text/plain": [ + "M 20764\n", + "U 2272\n", + "F 528\n", + "Name: PERP_SEX, dtype: int64" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# func will return PERP_SEX column with 0 null values.\n", + "col = 'PERP_SEX'\n", + "df[col].value_counts()\n", + "s = df[col].value_counts(normalize=True)\n", + "print('Values present in the columns with percentage')\n", + "print(s)\n", + "missing = df[col].isnull()\n", + "df.loc[missing,col] = np.random.choice(s.index, size=len(df[missing]),p=s.values)\n", + "print('Null values filled with appropriate data')\n", + "df[col].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "4fdbc018", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "MULTI DWELL - PUBLIC HOUS 4229\n", + "MULTI DWELL - APT BUILD 2551\n", + "PVT HOUSE 858\n", + "GROCERY/BODEGA 572\n", + "BAR/NIGHT CLUB 557\n", + "COMMERCIAL BLDG 234\n", + "RESTAURANT/DINER 188\n", + "NONE 175\n", + "BEAUTY/NAIL SALON 100\n", + "FAST FOOD 98\n", + "SOCIAL CLUB/POLICY LOCATI 66\n", + "GAS STATION 52\n", + "HOSPITAL 38\n", + "LIQUOR STORE 36\n", + "STORE UNCLASSIFIED 35\n", + "DRY CLEANER/LAUNDRY 30\n", + "SMALL MERCHANT 25\n", + "HOTEL/MOTEL 24\n", + "SUPERMARKET 19\n", + "CLOTHING BOUTIQUE 14\n", + "JEWELRY STORE 12\n", + "DRUG STORE 11\n", + "VARIETY STORE 11\n", + "SHOE STORE 9\n", + "CANDY STORE 6\n", + "FACTORY/WAREHOUSE 6\n", + "DEPT STORE 5\n", + "TELECOMM. STORE 5\n", + "CHAIN STORE 5\n", + "GYM/FITNESS FACILITY 3\n", + "VIDEO STORE 2\n", + "DOCTOR/DENTIST 1\n", + "PHOTO/COPY STORE 1\n", + "CHECK CASH 1\n", + "ATM 1\n", + "STORAGE FACILITY 1\n", + "BANK 1\n", + "SCHOOL 1\n", + "LOAN COMPANY 1\n", + "Name: LOCATION_DESC, dtype: int64" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Types of values with counts present in LOCATION_DESC column\n", + "\n", + "df['LOCATION_DESC'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "cb9d0399", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values present in the columns with percentage\n", + "MULTI DWELL - PUBLIC HOUS 0.423578\n", + "MULTI DWELL - APT BUILD 0.255509\n", + "PVT HOUSE 0.085938\n", + "GROCERY/BODEGA 0.057292\n", + "BAR/NIGHT CLUB 0.055789\n", + "COMMERCIAL BLDG 0.023438\n", + "RESTAURANT/DINER 0.018830\n", + "NONE 0.017528\n", + "BEAUTY/NAIL SALON 0.010016\n", + "FAST FOOD 0.009816\n", + "SOCIAL CLUB/POLICY LOCATI 0.006611\n", + "GAS STATION 0.005208\n", + "HOSPITAL 0.003806\n", + "LIQUOR STORE 0.003606\n", + "STORE UNCLASSIFIED 0.003506\n", + "DRY CLEANER/LAUNDRY 0.003005\n", + "SMALL MERCHANT 0.002504\n", + "HOTEL/MOTEL 0.002404\n", + "SUPERMARKET 0.001903\n", + "CLOTHING BOUTIQUE 0.001402\n", + "JEWELRY STORE 0.001202\n", + "DRUG STORE 0.001102\n", + "VARIETY STORE 0.001102\n", + "SHOE STORE 0.000901\n", + "CANDY STORE 0.000601\n", + "FACTORY/WAREHOUSE 0.000601\n", + "DEPT STORE 0.000501\n", + "TELECOMM. STORE 0.000501\n", + "CHAIN STORE 0.000501\n", + "GYM/FITNESS FACILITY 0.000300\n", + "VIDEO STORE 0.000200\n", + "DOCTOR/DENTIST 0.000100\n", + "PHOTO/COPY STORE 0.000100\n", + "CHECK CASH 0.000100\n", + "ATM 0.000100\n", + "STORAGE FACILITY 0.000100\n", + "BANK 0.000100\n", + "SCHOOL 0.000100\n", + "LOAN COMPANY 0.000100\n", + "Name: LOCATION_DESC, dtype: float64\n", + "Null values filled with appropriate data\n" + ] + }, + { + "data": { + "text/plain": [ + "MULTI DWELL - PUBLIC HOUS 9956\n", + "MULTI DWELL - APT BUILD 6024\n", + "PVT HOUSE 2042\n", + "GROCERY/BODEGA 1402\n", + "BAR/NIGHT CLUB 1312\n", + "COMMERCIAL BLDG 558\n", + "RESTAURANT/DINER 438\n", + "NONE 396\n", + "BEAUTY/NAIL SALON 240\n", + "FAST FOOD 235\n", + "SOCIAL CLUB/POLICY LOCATI 149\n", + "GAS STATION 120\n", + "HOSPITAL 89\n", + "LIQUOR STORE 82\n", + "STORE UNCLASSIFIED 73\n", + "DRY CLEANER/LAUNDRY 65\n", + "SMALL MERCHANT 61\n", + "HOTEL/MOTEL 60\n", + "SUPERMARKET 47\n", + "VARIETY STORE 34\n", + "CLOTHING BOUTIQUE 31\n", + "JEWELRY STORE 27\n", + "DRUG STORE 22\n", + "SHOE STORE 17\n", + "CANDY STORE 15\n", + "FACTORY/WAREHOUSE 13\n", + "TELECOMM. STORE 12\n", + "DEPT STORE 11\n", + "CHAIN STORE 8\n", + "GYM/FITNESS FACILITY 4\n", + "VIDEO STORE 3\n", + "CHECK CASH 3\n", + "STORAGE FACILITY 3\n", + "SCHOOL 3\n", + "LOAN COMPANY 3\n", + "DOCTOR/DENTIST 2\n", + "BANK 2\n", + "PHOTO/COPY STORE 1\n", + "ATM 1\n", + "Name: LOCATION_DESC, dtype: int64" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Passing df and column name LOCATION_DESC as it contains null values\n", + "# func will return column with 0 null values\n", + "col = 'LOCATION_DESC'\n", + "df[col].value_counts()\n", + "s = df[col].value_counts(normalize=True)\n", + "print('Values present in the columns with percentage')\n", + "print(s)\n", + "missing = df[col].isnull()\n", + "df.loc[missing,col] = np.random.choice(s.index, size=len(df[missing]),p=s.values)\n", + "print('Null values filled with appropriate data')\n", + "df[col].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "dcac0c0d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.0 19621\n", + "2.0 3887\n", + "1.0 54\n", + "Name: JURISDICTION_CODE, dtype: int64" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 0 - patrol, 1 - transit, 2 - housing\n", + "df['JURISDICTION_CODE'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "8383661b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values present in the columns with percentage\n", + "0.0 0.832739\n", + "2.0 0.164969\n", + "1.0 0.002292\n", + "Name: JURISDICTION_CODE, dtype: float64\n", + "Null values filled with appropriate data\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0 19623\n", + "2.0 3887\n", + "1.0 54\n", + "Name: JURISDICTION_CODE, dtype: int64" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "col = 'JURISDICTION_CODE'\n", + "df[col].value_counts()\n", + "s = df[col].value_counts(normalize=True)\n", + "print('Values present in the columns with percentage')\n", + "print(s)\n", + "missing = df[col].isnull()\n", + "df.loc[missing,col] = np.random.choice(s.index, size=len(df[missing]),p=s.values)\n", + "print('Null values filled with appropriate data')\n", + "df[col].value_counts()" + ] + }, + { + "cell_type": "markdown", + "id": "30147c1d", + "metadata": {}, + "source": [ + "After working on serveral columns containing null values and outliers. Validating with isna() command to see if null values are still present in our data set or not.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "dc63f01c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "INCIDENT_KEY 0\n", + "OCCUR_DATE 0\n", + "OCCUR_TIME 0\n", + "BORO 0\n", + "JURISDICTION_CODE 0\n", + "LOCATION_DESC 0\n", + "STATISTICAL_MURDER_FLAG 0\n", + "PERP_AGE_GROUP 0\n", + "PERP_SEX 0\n", + "PERP_RACE 0\n", + "VIC_AGE_GROUP 0\n", + "VIC_SEX 0\n", + "VIC_RACE 0\n", + "dtype: int64" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isna().sum()" + ] + }, + { + "cell_type": "markdown", + "id": "4d04b8ef", + "metadata": {}, + "source": [ + "## Part 2: Descriptive Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "9e8807af", + "metadata": {}, + "outputs": [], + "source": [ + "def annot_plot(ax,w,h): # function to add data to plot\n", + " ax.spines['top'].set_visible(False)\n", + " ax.spines['right'].set_visible(False)\n", + " for p in ax.patches:\n", + " ax.annotate('{0:.1f}'.format(p.get_height()), (p.get_x()+w, p.get_height()+h))" + ] + }, + { + "cell_type": "markdown", + "id": "ac554f0c", + "metadata": {}, + "source": [ + "**Visualizing the number of incidents that took place area-wise**" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "6fee5354", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "group_boro = df.groupby('BORO')['INCIDENT_KEY'].count().sort_values(ascending=False)\n", + "# Setting the figure size and limits\n", + "plt.subplots(figsize=(10,5))\n", + "plt.ylim(0,10000,10000)\n", + "# Creating a bar plot to show the result\n", + "ax = group_boro.plot(kind='bar',fontsize=11,color='orange')\n", + "# Defining axis labels and title for the graph\n", + "plt.xlabel('Places',fontsize=12)\n", + "plt.ylabel('INCIDENT KEY',fontsize=12)\n", + "plt.title('Incident count by Places',fontsize=12)\n", + "# plotting the graph\n", + "annot_plot(ax,0.2,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f1091e0b", + "metadata": {}, + "source": [ + "As per the the visualization, the most number of shooting incidents were reported from *Brooklyn* followed by *Bronx, Queens, Manhattan and Staten Island* respectively" + ] + }, + { + "cell_type": "markdown", + "id": "b23f871c", + "metadata": {}, + "source": [ + "**Perpetrators by Race and Age group**" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "id": "07f8fcc9", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sneeg\\anaconda3\\lib\\site-packages\\seaborn\\_decorators.py:36: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def annot_plot(ax,w,h): # function to add data to plot\n", + " ax.spines['top'].set_visible(False)\n", + " ax.spines['right'].set_visible(False)\n", + " for p in ax.patches:\n", + " ax.annotate('{0:.1f}'.format(p.get_height()), (p.get_x()+w, p.get_height()+h))\n", + "\n", + "plt.figure(figsize=(18,8))\n", + "# Setting the limits for countplot shown below\n", + "plt.ylim(0,6000,6000)\n", + "# Creating a countplot to show 'PERP_RACE' with hue-'PERP_AGE_GROUP'\n", + "ax = sns.countplot('PERP_RACE',hue='PERP_AGE_GROUP',data=df,palette='Set2',)\n", + "plt.xticks(rotation = 45, ha = 'right')\n", + "# Placing the legend in the graph\n", + "plt.legend(bbox_to_anchor=(0.9, 0.8), loc=2, borderaxespad=0.)\n", + "# plotting the graph\n", + "annot_plot(ax,0.02,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0e6fe311", + "metadata": {}, + "source": [ + "The visualization highlights that maximum number of suspects belong to the race: *Black* and age group: *18-24* followed by the race: *White Hispanic* and Age group: *25-44*" + ] + }, + { + "cell_type": "markdown", + "id": "4a8e9641", + "metadata": {}, + "source": [ + "**Visualizing perpetrators by race for each age group**" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "id": "c1b35360", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Visualizing counts of each unique value present in 'PER_RACE' by grouping it age wise\n", + "age_group = df.groupby('PERP_AGE_GROUP')['PERP_RACE'].value_counts()\n", + "groups = age_group.groupby('PERP_AGE_GROUP')\n", + "fig = plt.figure()\n", + "count = 1\n", + "# Creating a for loop to plot different bar plots age wise\n", + "for year, group in groups:\n", + " # adding subplots in the output\n", + " ax = fig.add_subplot(6,3,count) \n", + " ax.set_title(year)\n", + " ax = group[year].plot.bar(figsize = (11,28), width = 0.8,color='orange') # creating bar plots\n", + " \n", + " count+=1;\n", + " # Defining labels for the axis peresnt in the graph\n", + " plt.xlabel('')\n", + " plt.yticks([])\n", + " plt.ylabel('Count of PERP RACE')\n", + " \n", + " # Intializing a array and appending it with the height\n", + " total_of_year = []\n", + " for i in ax.patches:\n", + " total_of_year.append(i.get_height())\n", + " total = sum(total_of_year)\n", + " for i in ax.patches:\n", + " ax.text(round(i.get_x()+0.2,1),round(i.get_height()-1.5,1),s= round(i.get_height(),1),color=\"black\",fontweight='bold') # adding data labels (total value of spendings) to the bars\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c28414cc", + "metadata": {}, + "source": [ + "Visualization highlights that maximum number of suspects belong to the race: *Black* and Age group: *18-24* followed by the race: *White Hispanics* and age group: *25-44*" + ] + }, + { + "cell_type": "markdown", + "id": "a5bf4afb", + "metadata": {}, + "source": [ + "**Visualizing the NYPD jurisdiction codes reported for every incident**\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "63e39321", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sneeg\\anaconda3\\lib\\site-packages\\seaborn\\_decorators.py:36: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8,4))\n", + "plt.ylim(0,20000,20000)\n", + "# Creating a countplot for 'JURISDICTION_CODE' to show the count of distinct values present in the column\n", + "ax = sns.countplot('JURISDICTION_CODE',data=df)\n", + "annot_plot(ax,0.3,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "45edb188", + "metadata": {}, + "source": [ + "Most incidents were reported in the Jurisdiction code 0 (Patrol) followed by Jurisdiction 2 (Housing) and Jurisdiction 1 (Transit) respectively" + ] + }, + { + "cell_type": "markdown", + "id": "3526158d", + "metadata": {}, + "source": [ + "**Visualizing the jurisdiction codes reported per location for every incident**" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "0dba6e7f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sneeg\\anaconda3\\lib\\site-packages\\seaborn\\_decorators.py:36: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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DW3EEoDswEShO2mojWnFERERERAq1gCbazrmjwFVZYvuApjmUHwgM9BOPA2oHoo8iIiIiIoEQ0ERbRERERPzbPbZfnrZXrvvQ05YJCgqiTp06OOcICgpi9OjR3HDDDSQmJhIeHk7NmjU5fvw4MTExvPfee1xyySUALF26lOeee46DBw8C8Nxzz9GtWzcABgwYwNChQ0lMTKRcubTF5EJCQjh8+DDbt2+nSZMmrFq1iiuvvJL9+/cTHR3NokWLqFKlSp7ef2GkLdhFRERELhLFixcnPj6eNWvWMGjQIF588UXfufQt2H/88UeSkpKYPn06AD///DMdOnRg3LhxbNy4kaVLlzJ+/Hj++c9/+uqWKVOG4cOHZ7te5cqV6d69O/379wegf//+dOvW7aJIskGJtoiIiMhF6eDBg5QuXTpbPCgoiAYNGrBjxw4AxowZQ5cuXYiOjgbSkuqhQ4cyePBgX52uXbsybdo0fv3112zt9e7dm+XLlzNy5EiWLl1Knz59AnRHhY+mjoiIiIhcJNK3YE9OTmbXrl18/fXX2cokJyezYsUKRo0aBUBCQgKdO3fOVCYmJoaEhATf55CQELp27cqoUaP4y1/+kqnsJZdcwptvvkmLFi2YP38+l156aQDurHDSiLaIiIjIRSJ96sjGjRuZN28enTp1wrm0fQD/85//EBUVxVVXXcU111xD3bp1AXDOkbbCcmZZY8888wyTJk3yzePOaO7cuVSoUIF169YF4K4KLyXaIiIiIhehxo0bs3fvXvbs2QP8Pkd7y5YtLF++nNmzZwMQGRlJXFxcprqrVq0iIiIiU+yKK66gQ4cOvPPOO5ni8fHxLFiwgOXLlzNixAh27doVwLsqXJRoi4iIiFyENm7cSGpqKlddlWklZipUqMDgwYMZNGgQAD169GDixInEx8cDsG/fPl544QX69cu+aspzzz3H+PHjSUlJAdJGw7t3787IkSO55ppr6Nu3L88//3xgb6wQ0RxtERERkQKQm+X48lr6HG1IS4InTZpEUFBQtnL33HMPAwYM4Ntvv+Wmm27io48+4vHHH+fQoUM453j22We5++67s9UrU6YMbdq0YcSIEQC8++67XHPNNTRr1gyAp556iokTJ7J48WJuvvnmwN1oIWHp83IuNDExMS7rnznyQp+5k/O8zXMxvGWngu6CiIiI5MKGDRsIDw8v6G7IOcjhd5h9ArtHU0dERERERAJAibaIiIiISAAo0RYRERERCQAl2iIiIiIiAaBEW0REREQkAJRoi4iIiIgEgNbRFhERESkA73y0NE/be+qhG09bJikpiR49erB+/XpSU1O58847GT58OLGxscTFxTF69Ghf2VtuuYVhw4YRExNDWFgYJUuW9K253aRJE95++226dOnC4sWLufzyywEoUaIE3333HRMnTqRr167Ex8f7tnKvXbs2c+bMISwsjPfff58RI0ZgZpw8eZKBAwfSunXrPP15FAZKtEVEREQuAs457r33Xrp3786sWbNITU2lW7du9OvXj+uvv/609b/55hvKlCmTLf7mm29y//33Z4uHhoYycOBApk2blimelJTEwIEDWb16NZdffjmHDx/2bQN/oVGiLSIiInIR+PrrrylWrBiPPPIIAEFBQYwYMYIqVapQvXr1PL/eXXfdxZIlS9i0aRM1a9b0xXfv3k3JkiUJCQkBICQkxHd8odEcbREREZGLQEJCAvXr188UK1WqFGFhYaSkpJy2/q233kpUVBRRUVG+LdYB+vbt64t37NjRFy9SpAj9+vXjjTfeyNROvXr1KF++PFWrVuWRRx7hH//4xzneWeGlEW0RERGRi4BzDrPsu4U75/jf//7nt07G8mc6dQSgQ4cODBw4kK1bt/piQUFBzJs3j++//56FCxfSu3dvVq1axYABA87wjgo/jWiLiIiIXAQiIyOJi4vLFDt48CC//PIL0dHR7N+/P9O5X3/91W9ifSaCg4Pp06cPQ4YMyRQ3Mxo0aMCLL77I1KlT+fTTT8/pOoWVEm0RERGRi0DTpk05evQokydPBiA1NZU+ffrQs2dPGjRowL/+9S9+/vlnAOLi4jh27BiVK1c+5+t26dKFr776yvfA486dO1m9erXvfHx8PFWqVDnn6xRGmjoiIiIiUgBysxxfXjIzPv/8c3r06MFf//pX9uzZQ9u2bXn55ZcBGDVqFHfeeScnT54kJCSE2NhYihT5fUz21ltv9S3vV7duXV/C3rdvX15//XVfuZUrV2a67qWXXsozzzxDr169ADhx4gTPP/88O3fupFixYpQtW5Zx48YF9N4LijnnCroPARETE+Oy/nkkL/SZOznP2zwXw1t2KuguiIiISC5s2LCB8PDwgu6Gz3fffUf79u357LPPsj0kKf7l8DvMPvHdoxFtERERkYvQDTfcwH//+9+C7sYFLaBztM3sCjP7xMw2mtkGM2tsZlea2QIz2+y9l85Q/kUz22Jmm8zsjgzx+mb2o3fubfP3yKyIiIiISCES6IchRwHznHO1gHrABqA/sNA5Vx1Y6H3GzCKAdkAk0AJ4x8yCvHbGAt2A6t6rRYD7LSIiIiJyTgKWaJtZKaAJ8B6Ac+64c+4A0BqY5BWbBNzjHbcGpjrnjjnntgJbgAZmVgEo5Zxb5tImlE/OUEdEREREpFAK5Ij2tcAe4AMz+8HM/m5mlwHlnXO7ALz3cl75SsD2DPWTvFgl7zhrPBsz62ZmcWYWl76EjIiIiIhIQQhkoh0MRANjnXPXA0fwponkwN+8a3eKePagcxOcczHOuZiyZcueaX8vKGFhYdSpU4eoqChiYmIAaNu2rW+L1LCwMKKiojLV2bZtGyEhIQwbNswXmzZtGnXr1iUyMpJ+/frleL1BgwZRrVo1atasyZdffhmQexIRERE5nwRy1ZEkIMk5t8L7/AlpifYvZlbBObfLmxayO0P5jKuihwI7vXion7icRtatUqdNm+Y77tOnD5dffnmm8r1796Zly5a+z/v27aNv376sWrWKsmXL0rlzZxYuXEjTpk0z1Vu/fj1Tp04lISGBnTt3cvvtt/Pvf//bt9amiIiIZLdl7OI8ba9a95tPW8bMeOihh/jwww8BSElJoUKFCjRs2JA5c+b4yrVu3Zrdu3ezbNkyX2zAgAEMHTqUxMREypVLm5AQEhLC4cOHsx0DTJw4kbi4OEaPHu2L1atXj4iICGJjY/nggw8YNWoUkJZL1KxZk6CgIBISEoiMjATgxx9/pE6dOgB07drVtx73J598wvbt233rfE+cOJGuXbsSHx9P3bp1AahduzZz5swhLCzszH6QeShgI9rOuZ+B7WZW0ws1BdYDs4HOXqwzMMs7ng20M7OiZlaVtIceV3rTSw6ZWSNvtZFOGerIWXDOMX36dNq3b++LzZw5k2uvvdb3P2yAn376iRo1apD+14Hbb7/d7xaps2bNol27dhQtWpSqVatSrVq1bIvVi4iISMG77LLLWLduHb/99hsACxYsoFKlzDNyDxw4wOrVqzlw4ABbt27NdK5MmTIMHz78rK69YcMGTp48yZIlSzhy5AiPPPII8fHxxMfHU7FiRb755hvi4+M5ceKEL168eHHf8TPPPMPJkyf5/PPPqVy5MkuWLMnUfmhoKAMHDjyrvgVKoFcdeRr42MzWAlHAG8BgoJmZbQaaeZ9xziUA00lLxucBPZxzqV473YG/k/aA5H+AuQHu93nPzGjevDn169dnwoQJmc59++23lC9fnurVqwNw5MgRhgwZwquvvpqpXLVq1di4cSOJiYmkpKQwc+ZMtm/fTlY7duzItEVraGgoO3bsCMBdiYiIyLlq2bIl//znPwGIjY3NNPAG8Omnn3L33XfTrl07pk6dmulc165dmTZtGr/++usZX3fKlCk8/PDDNG/enNmzZ59V37/55htq165N9+7diY2NzXTurrvuIiEhgU2bNp1V24EQ0ETbORfvzZmu65y7xzm33zm3zznX1DlX3Xv/NUP5gc6565xzNZ1zczPE45xztb1zPd2Fup1lHvrXv/7F6tWrmTt3LmPGjMn0r76sX6pXX32V3r17ExISkqmN0qVLM3bsWNq2bctNN91EWFgYwcHZZxv5+3VoqXMREZHCKT2BTk5OZu3atTRs2DDT+fQ8oX379tmS2ZCQELp27eqb8pHRb7/95nsWLCoqildeeSXT+WnTptG2bVu/7eZWet/atGnDnDlzOHHihO9ckSJF6NevH2+88cZZtR0IgR7RlgJSsWJFAMqVK0ebNm18UzlSUlL47LPPaNu2ra/sihUr6NevH2FhYYwcOZI33njDN5/q7rvvZsWKFSxbtoyaNWv6RsEzCg0NzTTSnZSU5Lu+iIiIFC5169YlMTGR2NhY7rzzzkznfvnlF7Zs2cKNN95IjRo1CA4OZt26dZnKPPPMM0yaNImDBw9mimec5hEfH89rr73mO/f9999TtmxZqlSpQtOmTVm9ejX79+8/o34fP36cL774gnvuuYdSpUrRsGFD5s+fn6lMhw4dWL58ebYpLwVFifYF6MiRIxw6dMh3PH/+fGrXrg3AV199Ra1atQgN/f350m+//ZbExEQSExN59tlneemll+jZsycAu3enPau6f/9+3nnnHR577LFs12vVqhVTp07l2LFjbN26lc2bN9OgQYNA36aIiIicpVatWvH8889nmzYybdo09u/fT9WqVQkLCyMxMTHb9JErrriCDh068M477+T6erGxsWzcuJGwsDCuu+46Dh486Pe5r1OZN28e//vf/6hTpw5hYWEsXbo028h4cHAwffr0YciQIWfUdqAEctURKSC//PILbdq0AdJGsDt06ECLFmmbaU6dOjXbl+pUevXqxZo1awB45ZVXqFGjBgCzZ88mLi6O1157jcjISB588EEiIiIIDg5mzJgxWnFERESkEOvatSuXX345derUYdGiRb54bGws8+bNo3HjxgBs3bqVZs2a8frrr2eq/9xzz/GHP/yBlJSU017r5MmTzJgxg7Vr1/oevPzmm294/fXX/Q7g5SQ2Npa///3vvjzmyJEjVK1alaNHj2Yq16VLF4YOHeobdCxISrTPc7vHZl/bOgRY8OQdGSL/85Ub2rAcuJ/81gN4qjzAUd/5UU0qQxPvQcf9q9k9djUAjYBGFX6//uNXwsv/+U8e3JGIiMjFITfL8QVKaGgovXr1yhRLTExk27ZtNGrUyBerWrUqpUqVYsWKFZnKlilThjZt2jBixIjTXmvJkiVUqlQp0+omTZo0Yf369ezatYsKFSqcto2jR4/y5ZdfMn78eF/ssssu48Ybb+Qf//hHprKXXnqpbxnAgmYX6nOFMTExLi4uLs/b7TN3cp63eS5eSFx3+kL5pFz3oQXdBRERkUJrw4YNhIeHF3Q35Bzk8DvMcQUIzdEWEREREQkAJdoiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAFCiLSIiIiISAFpHW0RERKQAfLiiW56293DDCactM3DgQKZMmUJQUBBFihRh/PjxDB48mK1bt3L48GH27NlD1apVAXjnnXe44YYbqFevHhEREcTGxvLBBx8watQoANavX0/NmjUJCgqiRYsW1KpVi759+2ZaL3vKlCmUKFGCqlWr8vbbb/P0008D0LNnT2JiYujSpUum/g0YMICQkBCef/55li9fTq9evTh27BjHjh2jbdu2DBgwgIkTJxIXF8fo0aOz3V9KSgpXX301jz/+OIMGDfLFb7nlFg4fPkz60s9xcXE8//zzLFq0iEWLFtG6dWuuvfZajh49Svny5enXrx933XXXmf0C/FCiLSIiInIRWLZsGXPmzGH16tUULVqUvXv3cvz4cT7//HMAFi1axLBhw5gzZ46vzoYNGzh58iRLlizhyJEjPPLIIzzyyCMAhIWF8c0331CmTBkAJk6cSNu2bbMlwImJiZQrV45Ro0bxxBNPcOmll+aqv507d2b69OnUq1eP1NRUNm3adNo68+fPp2bNmkyfPp033ngDs9+XuN69ezdz586lZcuW2erddNNNvvuOj4/nnnvuoXjx4jRt2jRXfc2Jpo6IiIiIXAR27dpFmTJlKFq0KJC2u2PFihVPWWfKlCk8/PDDNG/enNmzZ5/1tcuWLUvTpk2ZNGlSruvs3r3bt2tkUFAQERERp60TGxtLr169uOaaa1i+fHmmc3379s22lbw/UVFRvPLKK35HzM+UEm0RERGRi0Dz5s3Zvn07NWrU4KmnnmLx4sWnrTNt2jTatm1L+/btiY2NzVX5qKgo3+u3337znevfvz/Dhw8nNTU1V/3t3bs3NWvWpE2bNowfP57k5ORTlv/tt99YuHAhd911l9/+Nm7cmKJFi/LNN9+c9trR0dFs3LgxV/08FSXaIiIiIheBkJAQVq1axYQJEyhbtixt27Zl4sSJOZb//vvvKVu2LFWqVKFp06asXr2a/fv3n/Iabdu2JT4+3vcqXry471zVqlVp0KABU6ZMyVV/X3nlFeLi4mjevDlTpkyhRYsWpyw/Z84cbr31VkqUKMF9993H559/ni2p//Of/5yrUW3nXK76eDpKtEVEREQuEkFBQdxyyy385S9/YfTo0Xz66ac5lo2NjWXjxo2EhYVx3XXXcfDgwVOWz42XXnqJIUOGcPLkyVyVv+666+jevTsLFy5kzZo17Nu375T9/eqrrwgLC6N+/frs27cv2+j1bbfdRnJycrZpJVn98MMPhIeH56qPp6JEW0REROQisGnTJjZv3uz7HB8fT5UqVfyWPXnyJDNmzGDt2rUkJiaSmJjIrFmzcjV95FRq1apFREREpgcuc/LPf/7TN7K8efNmgoKCuOKKK/yWPXjwIEuXLmXbtm2+/o4ZM8Zvf19++WWGDh2a43XXrl3LX//6V3r06JG7mzoFrToiIiIiUgBysxxfXjp8+DBPP/00Bw4cIDg4mGrVqjFhgv8+LFmyhEqVKmVaqq9JkyasX7+eXbt2+R5SzGratGksXbrU9/mdd97J9sDlyy+/zPXXX3/a/n744Yf07t2bEiVKEBwczMcff0xQUBCQtsLJzJkzfWWffPJJbrvtNt+DngCtW7emX79+HDt2LFO7d955J2XLls0U+/bbb7n++us5evQo5cqV4+233z7nFUcALK/moBQ2MTExLn2txLzUZ+7kPG/zXLyQuK6gu+BTrnvO/zoUERG52G3YsCFPpiNIwcnhd2j+yoKmjoiIiIiIBIQSbRERERGRAFCiLSIiIpJPLtQpuxeDs/ndKdEWERERyQfFihVj3759SrbPQ8459u3bR7Fixc6onlYdEREREckHoaGhJCUlsWfPnoLuipyFYsWKERoaekZ1Appom1kicAhIBVKcczFmdiUwDQgDEoEHnXP7vfIvAo965Z9xzn3pxesDE4HiwBdAL6d/DoqIiMh55JJLLqFq1aoF3Q3JR/kxdeRW51yUcy7G+9wfWOicqw4s9D5jZhFAOyASaAG8Y2ZBXp2xQDeguvc69R6cIiIiIiIFrCDmaLcGJnnHk4B7MsSnOueOOee2AluABmZWASjlnFvmjWJPzlBHRERERKRQCnSi7YD5ZrbKzLp5sfLOuV0A3ns5L14J2J6hbpIXq+QdZ41nY2bdzCzOzOI0/0lEREREClKgH4b8o3Nup5mVAxaY2cZTlPW3q447RTx70LkJwARI2xnyTDsrIiIiIpJXAjqi7Zzb6b3vBj4HGgC/eNNB8N53e8WTgMoZqocCO714qJ+4iIiIiEihFbBE28wuM7OS6cdAc2AdMBvo7BXrDMzyjmcD7cysqJlVJe2hx5Xe9JJDZtbIzAzolKGOiIiIiEihFMipI+WBz9NyY4KBKc65eWb2PTDdzB4FtgEPADjnEsxsOrAeSAF6OOdSvba68/vyfnO9l4iIiIhIoRWwRNs59xNQz098H9A0hzoDgYF+4nFA7bzuo4iIiIhIoGgLdhERERGRAFCiLSIiIiISAEq0RUREREQCQIm2iIiIiEgAKNEWEREREQkAJdoiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAFCiLSIiIiISAEq0RUREREQCQIm2iIiIiEgAKNEWEREREQkAJdoiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAMhVom1mC3MTExERERGRNMGnOmlmxYASQBkzKw2Yd6oUUDHAfRMREREROW+dMtEGngCeJS2pXsXvifZBYEzguiUiIiIicn47ZaLtnBsFjDKzp51zf8unPomIiIiInPdON6INgHPub2Z2AxCWsY5zbnKA+iUiIiIicl7LVaJtZh8C1wHxQKoXdoASbRERERERP3KVaAMxQIRzzgWyMyIiIiIiF4rcrqO9Drj6bC5gZkFm9oOZzfE+X2lmC8xss/deOkPZF81si5ltMrM7MsTrm9mP3rm3zcz8XUtEREREpLDIbaJdBlhvZl+a2ez0Vy7r9gI2ZPjcH1jonKsOLPQ+Y2YRQDsgEmgBvGNmQV6dsUA3oLr3apHLa4uIiIiIFIjcTh0ZcDaNm1ko8CdgIPCcF24N3OIdTwIWAS948anOuWPAVjPbAjQws0SglHNumdfmZOAeYO7Z9ElEREREJD/kdtWRxWfZ/kigH1AyQ6y8c26X1+4uMyvnxSsByzOUS/JiJ7zjrHERERERkUIrt1uwHzKzg94r2cxSzezgaercBex2zq3KZV/8zbt2p4j7u2Y3M4szs7g9e/bk8rIiIiIiInkvtyPaGUekMbN7gAanqfZHoJWZ3QkUA0qZ2UfAL2ZWwRvNrgDs9sonAZUz1A8FdnrxUD9xf/2cAEwAiImJ0QopIiIiIlJgcvswZCbOuZnAbacp86JzLtQ5F0baQ45fO+ceAmYDnb1inYFZ3vFsoJ2ZFTWzqqQ99LjSm2ZyyMwaeauNdMpQR0RERESkUMrthjX3ZvhYhLR1tc92xHgwMN3MHgW2AQ8AOOcSzGw6sB5IAXo459I3x+kOTASKk/YQpB6EFBEREZFCLberjtyd4TgFSCRtlZBccc4tIm11EZxz+4CmOZQbSNoKJVnjcUDt3F5PRERERKSg5XaO9iOB7oiIiIiIyIUkt6uOhJrZ52a228x+MbNPvTWyRURERETEj9w+DPkBaQ8rViRtDet/eDEREREREfEjt4l2WefcB865FO81ESgbwH6JiIiIiJzXcpto7zWzh8wsyHs9BOwLZMdERERERM5nuU20uwIPAj8Du4D7AT0gKSIiIiKSg9wu7/dXoLNzbj+AmV0JDCMtARcRERERkSxyO6JdNz3JBnDO/QpcH5guiYiIiIic/3KbaBcxs9LpH7wR7dyOhouIiIiIXHRymywPB74zs09I23r9Qfzs4CgiIiIiImlyuzPkZDOLA24DDLjXObc+oD0TERERETmP5Xr6h5dYK7kWEREREcmF3M7RFhERERGRM6BEW0REREQkAJRoi4iIiIgEgBJtEREREZEAUKItIiIiIhIASrQl4JKTk2nQoAH16tUjMjKSV199FYAZM2YQGRlJkSJFiIuLy1Zv27ZthISEMGzYMF+sRYsWvnaefPJJUlNT/V5z0KBBVKtWjZo1a/Lll18G5sZERERETkG7O0rAFS1alK+//pqQkBBOnDjBjTfeSMuWLalduzafffYZTzzxhN96vXv3pmXLlpli06dPp1SpUjjnuP/++5kxYwbt2rXLVGb9+vVMnTqVhIQEdu7cye23386///1vgoKCAnaPIiIiIlkp0ZaAMzNCQkIAOHHiBCdOnMDMCA8Pz7HOzJkzufbaa7nssssyxUuVKgVASkoKx48fx8yy1Z01axbt2rWjaNGiVK1alWrVqrFy5UoaN26ch3clIiIicmqaOiL5IjU1laioKMqVK0ezZs1o2LBhjmWPHDnCkCFDfFNMsrrjjjsoV64cJUuW5P777892fseOHVSuXNn3OTQ0lB07dpz7TYiIiIicASXaki+CgoKIj48nKSmJlStXsm7duhzLvvrqq/Tu3ds3Cp7Vl19+ya5duzh27Bhff/11tvPOuWwxfyPfIiIiIoGkqSOSr6644gpuueUW5s2bR+3atf2WWbFiBZ988gn9+vXjwIEDFClShGLFitGzZ09fmWLFitGqVStmzZpFs2bNMtUPDQ1l+/btvs9JSUlUrFgxMDckIiIikgONaEvA7dmzhwMHDgDw22+/8dVXX1GrVq0cy3/77bckJiaSmJjIs88+y0svvUTPnj05fPgwu3btAtLmaH/xxRd+22nVqhVTp07l2LFjbN26lc2bN9OgQYOA3JuIiIhITjSiLXnmnY+W+o3v2LaFyRPe4OTJVNxJR3TDW9l24Aq6PfsGMyaP5PChA9zWtDmhVarRs99bmep+v3YbRYsW552PlnLwf78ydvgLpKQc5+TJk9SMiMaVrM07Hy1l7eqlbNu6kbvuewyAKjUaEhERQXBwMGPGjNGKIyIiIpLvzN981jxp2KwYsAQoSlpC/4lz7lUzuxKYBoQBicCDzrn9Xp0XgUeBVOAZ59yXXrw+MBEoDnwB9HKn6XhMTIzztzbzueozd3Ket3kuXkjMea5zfvukZKuC7kImTz10Y0F3QURERC58OT4IFsipI8eA25xz9YAooIWZNQL6Awudc9WBhd5nzCwCaAdEAi2Ad8wsfRhyLNANqO69WgSw3yIiIiIi5yxgibZLc9j7eIn3ckBrYJIXnwTc4x23BqY6544557YCW4AGZlYBKOWcW+aNYk/OUEdEREREpFAK6MOQZhZkZvHAbmCBc24FUN45twvAey/nFa8EbM9QPcmLVfKOs8ZFRERERAqtgCbazrlU51wUEEra6LT/9dzS+Jvf4k4Rz96AWTczizOzuD179pxxf0VERERE8kq+LO/nnDsALCJtbvUv3nQQvPfdXrEkoHKGaqHATi8e6ifu7zoTnHMxzrmYsmXL5uUtiIiIiIickYAl2mZW1syu8I6LA7cDG4HZQGevWGdglnc8G2hnZkXNrCppDz2u9KaXHDKzRpa2vV+nDHVERERERAqlQK6jXQGY5K0cUgSY7pybY2bLgOlm9iiwDXgAwDmXYGbTgfVACtDDOZfqtdWd35f3m+u9REREREQKrYAl2s65tcD1fuL7gKY51BkIDPQTjwNONb9bRERERKRQ0RbsIiIiIiIBoERbRERERCQAlGiLiIiIiASAEm0RERERkQBQoi0iIiIiEgBKtEVEREREAkCJtoiIiIhIACjRFhEREREJACXaIiIiIiIBoERbRERERCQAlGiLiIiIiASAEm0RERERkQBQoi0iIiIiEgBKtEVEREREAkCJtlxUtm/fzq233kp4eDiRkZGMGjUKgL59+1KrVi3q1q1LmzZtOHDgAAD79u3j1ltvJSQkhJ49e/pts1WrVtSuXTvHaw4aNIhq1apRs2ZNvvzyyzy/JxERESmclGjLRSU4OJjhw4ezYcMGli9fzpgxY1i/fj3NmjVj3bp1rF27lho1ajBo0CAAihUrxl//+leGDRvmt73PPvuMkJCQHK+3fv16pk6dSkJCAvPmzeOpp54iNTU1IPcmIiIihYsSbbmoVKhQgejoaABKlixJeHg4O3bsoHnz5gQHBwPQqFEjkpKSALjsssu48cYbKVasWLa2Dh8+zFtvvcWf//znHK83a9Ys2rVrR9GiRalatSrVqlVj5cqVAbgzERERKWyUaMtFKzExkR9++IGGDRtmir///vu0bNnytPX/7//+jz59+lCiRIkcy+zYsYPKlSv7PoeGhrJjx46z77SIiIicN5Roy0Xp8OHD3HfffYwcOZJSpUr54gMHDiQ4OJiOHTuesn58fDxbtmyhTZs2pyznnMsWM7Oz67SIiIicV4ILugMi+e3EiRPcd999dOzYkXvvvdcXnzRpEnPmzGHhwoWnTYaXLVvGqlWrCAsLIyUlhd27d3PLLbewaNGiTOVCQ0PZvn2773NSUhIVK1bM0/sRERGRwkkj2nJRcc7x6KOPEh4eznPPPeeLz5s3jyFDhjB79uxTTgVJ1717d3bu3EliYiJLly6lRo0a2ZJsSFuRZOrUqRw7doytW7eyefNmGjRokJe3JCIiIoWURrTlovKvf/2LDz/8kDp16hAVFQXAG2+8wTPPPMOxY8do1qwZkPZA5Lhx4wAICwvj4MGDHD9+nJkzZzJ//nwiIiJyvMbs2bOJi4vjtddeIzIykgcffJCIiAiCg4MZM2YMQUFBAb9PERERKXjmbw7phSAmJsbFxcXlebt95k7O8zbPxQuJ6wq6Cz6flGxV0F3IpPmhwrWMXrXuNxd0F0RERCTv5TjfVFNHREREREQCQIm2iIiIiEgABCzRNrPKZvaNmW0wswQz6+XFrzSzBWa22XsvnaHOi2a2xcw2mdkdGeL1zexH79zbpvXRRERERKSQC+SIdgrQxzkXDjQCephZBNAfWOicqw4s9D7jnWsHRAItgHfMLP2psbFAN6C692oRwH6LiIiIiJyzgCXazrldzrnV3vEhYANQCWgNTPKKTQLu8Y5bA1Odc8ecc1uBLUADM6sAlHLOLXNpT25OzlBHRERERKRQypc52mYWBlwPrADKO+d2QVoyDpTzilUCtmeoluTFKnnHWeMiIiJSQLp27Uq5cuWoXbu2LxYfH0+jRo2IiooiJiaGlStX+s4NGjSIatWqUbNmTb788ksADh06RFRUlO9VpkwZnn32Wb/X81dfpLALeKJtZiHAp8CzzrmDpyrqJ+ZOEfd3rW5mFmdmcXv27DnzzoqIiEiudOnShXnz5mWK9evXj1dffZX4+Hhee+01+vXrB8D69euZOnUqCQkJzJs3j6eeeorU1FRKlixJfHy871WlSpVMO/amy6m+SGEX0ETbzC4hLcn+2Dn3mRf+xZsOgve+24snAZUzVA8FdnrxUD/xbJxzE5xzMc65mLJly+bdjYiIiEgmTZo04corr8wUMzMOHkwbU/vf//5HxYoVAZg1axbt2rWjaNGiVK1alWrVqmUa7QbYvHkzu3fv5qabbsp2rdzUFymMArnqiAHvARucc29lODUb6OwddwZmZYi3M7OiZlaVtIceV3rTSw6ZWSOvzU4Z6oiIiEghMXLkSPr27UvlypV5/vnnGTRoEAA7duygcuXfx9JCQ0PZsWNHprqxsbG0bdsWfwuL5aa+SGEUyBHtPwIPA7eZWbz3uhMYDDQzs81AM+8zzrkEYDqwHpgH9HDOpf9dqDvwd9IekPwPMDeA/RYREZGzMHbsWEaMGMH27dsZMWIEjz76KAD+dqHOmlBPnTqV9u3b+203N/VFCqPgQDXsnFtKzltSNs2hzkBgoJ94HFA7ew0REREpLCZNmsSoUaMAeOCBB3jssceAtBHo7dt/X+8gKSnJN60EYM2aNaSkpFC/fn2/7Z6uvkhhpZ0hRUREJE9UrFiRxYsXA/D1119TvXp1AFq1asXUqVM5duwYW7duZfPmzTRo0MBXLzY2NsfR7NzUFymsAjaiLSIiIheu9u3bs2jRIvbu3UtoaCh/+ctfePfdd+nVqxcpKSkUK1aMCRMmABAZGcmDDz5IREQEwcHBjBkzhqCgIF9b06dP54svvsjU/uzZs4mLi+O11147bX2Rwsr8zXu6EMTExLi4uLg8b7fP3Ml53ua5eCFxXUF3weeTkq0KuguZND9UuJZ+qtb95oLugojIGSts/783vGWngu6CSFY5PjCgqSMiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAFCiLSIiIiISAEq0RUREREQCQIm2iIiIiEgAKNEWEREREQkAJdoiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAFCiLSIiIiISAEq0RUREREQCQIm2iIiIiEgAKNEWEREREQkAJdoiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAFCiLSIiIiISAEq0RURE5Lw3atQoateuTWRkJCNHjgTg//7v/6hbty5RUVE0b96cnTt3+sqvXbuWxo0bExkZSZ06dUhOTs7W5q+//kqzZs2oXr06zZo1Y//+/fl1O3KBCFiibWbvm9luM1uXIXalmS0ws83ee+kM5140sy1mtsnM7sgQr29mP3rn3jYzC1SfRURE5Pyzbt063n33XVauXMmaNWuYM2cOmzdvpm/fvqxdu5b4+HjuuusuXnvtNQBSUlJ46KGHGDduHAkJCSxatIhLLrkkW7uDBw+madOmbN68maZNmzJ48OD8vjU5zwVyRHsi0CJLrD+w0DlXHVjofcbMIoB2QKRX5x0zC/LqjAW6AdW9V9Y2RURE5CK2YcMGGjVqRIkSJQgODubmm2/m888/p1SpUr4yR44cIX2sbv78+dStW5d69eoBcNVVVxEUFJSt3VmzZtG5c2cAOnfuzMyZMwN/M3JBCVii7ZxbAvyaJdwamOQdTwLuyRCf6pw75pzbCmwBGphZBaCUc26Zc84BkzPUEREREaF27dosWbKEffv2cfToUb744gu2b98OwMsvv0zlypX5+OOPfSPa//73vzEz7rjjDqKjoxk6dKjfdn/55RcqVKgAQIUKFdi9e3f+3JBcMPJ7jnZ559wuAO+9nBevBGzPUC7Ji1XyjrPGRURERAAIDw/nhRdeoFmzZrRo0YJ69eoRHBwMwMCBA9m+fTsdO3Zk9OjRQNrUkaVLl/Lxxx+zdOlSPv/8cxYuXFiQtyAXqMLyMKS/edfuFHH/jZh1M7M4M4vbs2dPnnVORERECrdHH32U1atXs2TJEq688kqqV6+e6XyHDh349NNPAQgNDeXmm2+mTJkylChRgjvvvJPVq1dna7N8+fLs2rULgF27dlGuXLlsZUROJb8T7V+86SB47+l/g0kCKmcoFwrs9OKhfuJ+OecmOOdinHMxZcuWzdOOi4iISOGVPq1j27ZtfPbZZ7Rv357Nmzf7zs+ePZtatWoBcMcdd7B27VqOHj1KSkoKixcvJiIiIlubrVq1YtKktBmvkyZNonXr1vlwJ3IhCc7n680GOgODvfdZGeJTzOwtoCJpDz2udM6lmtkhM2sErAA6AX/L5z6LiIhIIbF7bD+/8VbDp7D/SDLBQUV4/b5bOTF1EL0nzGTLL/spYhB65eW82aGZr/5jdSsQXe0awLg9sip/2LaY3WMX0/ujeXS+KYqoKlfzaLlkHn9vLBPeGkKlK0vx98daZbt+ue7+53eLQAATbTOLBW4ByphZEvAqaQn2dDN7FNgGPADgnEsws+nAeiAF6OGcS/Wa6k7aCibFgbneS0RERMRndp8O2WLvd7snx/L3N4zk/oaR2eIjHvp9cbMrQ4rzaa+2edK/gnbgwAEee+wx1q1bh5nx/vvvU6JECZ588kkOHz5MWFgYH3/8MaVKlWLlypV069YNAOccAwYMoE2bNtna/PXXX2nbti2JiYmEhYUxffp0Spcuna3cxSyQq460d85VcM5d4pwLdc6955zb55xr6pyr7r3/mqH8QOfcdc65ms65uRnicc652t65nt7qIyIiIiKSS7169aJFixZs3LiRNWvWEB4ezmOPPcbgwYP58ccfadOmDW+++SaQtopLXFwc8fHxzJs3jyeeeIKUlJRsbWqd8dMrLA9Dily0Dhw4wP3330+tWrUIDw9n2bJl9O3bl1q1alG3bl3atGnDgQMHMtXZtm0bISEhDBs2zG+b2s1MRETSHTx4kCVLlvDoo48CcOmll3LFFVewadMmmjRpAkCzZs18D4umr0cOkJycTE57BWqd8dNToi1SwPyNMjRr1ox169axdu1aatSowaBBgzLV6d27Ny1btsyxTY0yiIhIup9++omyZcvyyCOPcP311/PYY49x5MgRateuzezZswGYMWOGb+1xgBUrVvi2px83bpwv8c5I64yfnhJtkQKU0yhD8+bNff9Ra9SoEUlJvy8nP3PmTK699loiI7PPLUynUQYREUmXkpLC6tWr6d69Oz/88AOXXXYZgwcP5v3332fMmDHUr1+fQ4cOcemll/rqNGzYkISEBL7//nsGDRpEcnJyAd7B+UuJtkgBymmUIaP333/fN3p95MgRhgwZwquvvnrKdjXKICIi6UJDQwkNDaVhw4YA3H///axevZpatWoxf/58Vq1aRfv27bnuuuuy1Q0PD+eyyy5j3bp12c5pnfHTU6ItUoByGmVIN3DgQIKDg+nYsSMAr776Kr179yYkJKSguiwiIueZq6++msqVK7Np0yYAFi5cSEREhG8Q5uTJk7z++us8+eSTAGzdutX38ON///tfNm3aRFhYWLZ2tc746eX3OtoikoG/UYb0RHvSpEnMmTOHhQsX+h5EWbFiBZ988gn9+vXjwIEDFClShGLFitGzZ89M7aaPMlSoUEGjDCIiF5EtYxf7jfe9qTP3N2/FiZQUKpepwOBO/Xm7x1/5eMlMAJpH3cRNydeyZexiZq6Yz/j5UwgOCqKIFeH/7n6KAzMSOAC89NFQ2t/UijpVavFguZvo9d5fGPfWaCpeWZ63HxuQ6frVut8c+Bsu5JRoixSgjKMMNWvW9I0yzJs3jyFDhrB48WJKlCjhK//tt9/6jgcMGEBISEi2JBt+H2Xo37+/RhlERISIytX5vP+ETLEut91Pl9vuz1b2nobNuadhc7/tvPHQ7xv2lA65nMm93srbjl5glGiLFLC//e1vdOzYkePHj3PttdfywQcf8Ic//IFjx47RrFkzIO2ByHHjxp2ynccee4wnn3ySmJgY+vfvz4MPPsh7773HNddcw4wZM/LjVkRERCQDu1D3f4mJiXFxcXF53m6fuZPzvM1z8UJi9ocTCsonJVsVdBcyaX4o9fSF8tGy6I8LuguZPNxwwukLichFT/+/d2qFbQv2nKaOFISLaOqI/4XG0cOQIiIiInkqOTmZBg0aUK9ePSIjI30rRbVt25aoqCiioqIICwsjKioKgI8//tgXj4qKokiRIsTHx2drV5uRnX+UaIuIiIjkoaJFi/L111+zZs0a3zbmy5cvZ9q0acTHxxMfH899993HvffeC0DHjh198Q8//DBTEp6RNiM7/yjRFhEREclDZuZbhvXEiROcOHEi0zbmzjmmT59O+/bts9WNjY31GwdtRnY+UqItIiIiksdSU1OJioqiXLlyNGvWzLeMK6StIFW+fHmqV6+erd60adNyTLS1Gdn5R4m2iIiISB4LCgoiPj6epKQkVq5cmWlnxZxGrVesWEGJEiWoXbt2fnZVAkiJtoiIiEiAXHHFFdxyyy3MmzcPSNsR+LPPPqNt27bZyk6dOjXH0WzQlufnIyXaIiIiInloz549HDhwAIDffvuNr776ilq1agH4jkNDQzPVOXnyJDNmzKBdu3Y5tqstz88/2rBGRERE5Cy989HSbLEd27YwecIbnDyZijvpiG54K9sOXME7Hy1l8vhRVK32h2z1/r3hBy4pdjnzvtsJ3+30xT/++2BuvO0eqlxbi7LX3sJ7o1/hrZFjKH1VOR57+q/Z2vG/n6MUFCXaIiIiInmo0jXVePH19/2e6/TEy37jNcKvp++A8dniHR/r7zsOKXk5vV4clTedlHyhqSMiIiIiIgGgRFtERERE8s2mTZsy7YRZqlQpRo4c6Ts/bNgwzIy9e/f6rT9v3jxq1qxJtWrVCv2mPZo6IiIiIiL5pmbNmr4t5lNTU6lUqRJt2rQBYPv27SxYsIBrrrnGb93U1FR69OjBggULCA0N5Q9/+AOtWrUiIiIiv7p/RjSiLSLnre3bt3PrrbcSHh5OZGQko0alzV2cMWMGkZGRFClShLi4uBzrB2JUpGvXrpQrVy7TOrh9+/alVq1a1K1blzZt2vhWIwh0f043agRpO9Q988wzVKtWjbp167J69epzvm5O/P1s0l1II1giknsLFy7kuuuuo0qVKgD07t2boUOHZtpJM6OVK1dSrVo1rr32Wi699FLatWvHrFmz8rPLZ0SJtoict4KDgxk+fDgbNmxg+fLljBkzhvXr11O7dm0+++wzmjRpkmPd9FGRuXPnsn79emJjY1m/fv0596lLly6+9XLTNWvWjHXr1rF27Vpq1KjBoEGD8qU/6aNG8fHxrFq1ihIlSvhGjdLNnTuXzZs3s3nzZiZMmED37t3P6Zqn4u9nA7kfwcrr35WIFLyMa4fPnj2bSpUqUa9evRzL79ixg8qVK/s+h4aGsmPHjoD382wp0RaR81aFChWIjo4GoGTJkoSHh7Njxw7Cw8OpWbPmKesGalSkSZMmXHnllZlizZs3Jzg4baZeo0aNSEpKyrf+pMs6apRu1qxZdOrUCTOjUaNGHDhwwLchRl7z97OBC28ES0Ry5/jx48yePZsHHniAo0ePMnDgQF577bVT1nHOZYvl9N+OwkCJtohcEBITE/nhhx9o2LBhrsoX1KjI+++/T8uWLfO9PzntOFfQo0MX4giWiOTO3LlziY6Opnz58vznP/9h69at1KtXj7CwMJKSkoiOjubnn3/OVCc0NJTt27f7PiclJVGxYsX87nqunTcPQ5pZC2AUEAT83TmnSXoiAsDhw4e57777GDlyJKVKlcpVnYIYFRk4cCDBwcF07NgxX/uTPmrkb8pKQY4OpY9gzZ8//5TlzrcRLBHJndjYWN8AQJ06ddi9e7fvXFhYGHFxcZQpUyZTnT/84Q9s3ryZrVu3UqlSJaZOncqUKVPytd9n4rxItM0sCBgDNAOSgO/NbLZzTpP0RC5yJ06c4L777qNjx47ce++9ua6X36MikyZNYs6cOSxcuNBvkhjI/mQcNcrP655OxhGs9GtHR0ezcuVKrr766kLRRxE5ex+u6JbjuWPJKcyZO5NbHy/GhyuWZTt/5Ng+pq96jpJXFGP/niO898a3PD+iBQD3Pl2DxjdH4U46mtxVk9WHR7F6xen783DDCWd9L2frvEi0gQbAFufcTwBmNhVoDSjRFrmIOed49NFHCQ8P57nnnjujuvk5KjJv3jyGDBnC4sWLKVGiRL73J+OoUVatWrVi9OjRtGvXjhUrVnD55ZdToUKFPLnu6VyoI1gicnpFiwUzdn6nHM+/NfP3/2aVLnuZL8kGqHfDNdS7wf/D04XN+ZJoVwK2Z/icBORuIqaIXBD6zJ2cLbYj4d9M+/BDyoSFMuUfnwPwx873k3riBN+M/Yjf/neIm5s1pey113Df6305vG8/80e9z72v9QGgXpc2RN/YGHfyJLWbN+H9batg26pc9eeFxHV+40+8/w+++/d2fj38GxVLl6Tvn/7I2/NXcPxEKrdGRwJQP6wib3Zozs8HDvPcx/OY0uN+AF5vGc3tjeqTevIk7RvXoeySSexekrufT7nuQ/3Gjx49yoIFCxg//vetnceNGwfAk08+yZ133skXX3xBtWrVKFGiBB988EHuLngKW8Yu9ht/9v3XWPnvePYf/h9Xly5Lrz89wgN//JPvfMqhZH764F8cCLmCXw7s5eWP3+TvPYYA8FLLJ7itURNST57k/sYtKbpkL1uW+L9OVtW633zO9yQicjbM39y3wsbMHgDucM495n1+GGjgnHs6S7luQPrfKWoCm/K1o5JXygD+F9MVkUDT90+kYOi7d/7a65xr4e/E+TKinQRUzvA5FNiZtZBzbgKQ/xNwJE+ZWZxzLqag+yFyMdL3T6Rg6Lt3YTpflvf7HqhuZlXN7FKgHTC7gPskIiIiIpKj82JE2zmXYmY9gS9JW97vfedcQgF3S0REREQkR+dFog3gnPsC+KKg+yH5QtN/RAqOvn8iBUPfvQvQefEwpIiIiIjI+eZ8maMtIiIiInJeUaItBcbMWpjZJjPbYmb9/Zw3M3vbO7/WzKILop8iFxoze9/MdpuZ38XA9d0TyXtmVtnMvjGzDWaWYGa9/JTRd+8Co0RbCoSZBQFjgJZABNDezCKyFGsJVPde3YCx+dpJkQvXRMDvmq8effdE8l4K0Mc5Fw40Anro//cufEq0paA0ALY4535yzh0HpgKts5RpDUx2aZYDV5hZ/uwNLXIBc84tAX49RRF990TymHNul3NutXd8CNhA2s7XGem7d4FRoi0FpRKwPcPnJLL/Byc3ZUQk7+m7JxJAZhYGXA+syHJK370LjBJtKSjmJ5Z1CZzclBGRvKfvnkiAmFkI8CnwrHPuYNbTfqrou3ceU6ItBSUJqJzhcyiw8yzKiEje03dPJADM7BLSkuyPnXOf+Smi794FRom2FJTvgepmVtXMLgXaAbOzlJkNdPKewm4E/M85tyu/OypyEdJ3TySPmZkB7wEbnHNv5VBM370LzHmzM6RcWJxzKWbWE/gSCALed84lmNmT3vlxpO0EeiewBTgKPFJQ/RW5kJhZLHALUMbMkoBXgUtA3z2RAPoj8DDwo5nFe7GXgGtA370LlXaGFBEREREJAE0dEREREREJACXaIiIiIiIBoERbRERERCQAlGiLiIiIiASAEm0RERERkQBQoi0iIiIiEgBKtEVE8oCZHTazW8xsTpb4RDO73zteZGabzGyNmX1vZlEZyiWaWRnv+GUzSzCztWYWb2YNs9Rfa2YbzWy0mV2RsQ8ZjmuY2RdmtsXMNpjZdDNr67UX7/V3k3c8OWvfzeyeDNf50czuyXJPO8ysqPe5jJklnubn468/5b1zN5rZSu9aG82sW4Z6A7xrxZvZZjP7zMwiMpxP/5mk39cnufuNiYgEnjasERHJXx2dc3Fm9gjwJtAs40kzawzcBUQ75455yfelfupfCgwCZgE3Z2mjGPBP4Dnn3D+82K3AHudclPd5EfC8cy7O+3xLhvr1gGFAM+fcVjOrCiwws5+cc2u9YqlAV2Ds6W74FP0p6+2WNwW4xzm32rvfL81sh3Pun14TI5xzw7x6bYGvzayOc25Pxp/J6fohIpLfNKItIlIwlgGV/MQrAHudc8cAnHN7nXM7sxZyzh0H+gHXeIlxRh2AZelJrVf+G+fculz27XngDefcVq/uVtKS+r4ZyowEeptZbgZsTtWfHsBE59xqL77Xu6/+/hpyzk0D5nttiogUakq0RUQKRgtgpp/4fKCymf3bzN4xs5v9lAHAOZcKrAFqZTlVG1h1Dn2L9FM/zoun2wYsJW1L6dM5VX9yc62sVpP5nj/OMHXkzVz0R0QkX2jqiIhI3nG5iH9sZpcBQUB0toLOHTaz+sBNwK3ANDPr75ybmEPbdg79zYmR/V78xd4AZpM2LSQvr0UOsYx1MtLUEREplDSiLSKSd/YBpbPErgT2ZvjcEahK2rzkMf4acc6lOucWOedeBXoC9/krZ2ZBQB1gQ5ZTCUD9M+595voxWWLRwPos/dwCxAMP5qK9nPrj71r1s14ri+vJfs8iIoWOEm0RkbyzGahoZuEAZlYFqEdaMurjnDsB/BlolF42nZnVNLPqGUJRwH+zXsjMLiFt3vT2DA8oppsC3GBmf8pQvoWZ1cnlfQwDXjSzMK9uGPASMNxP2YGkzek+lVP1ZwzQJX0FFjO7ChgCDPXXkJndBzQHYnN5LyIiBUZTR0REzpH3QOAxb5WQh4APvJU2TgCPOef+l7WOc+43MxtOWpL6aIZTIcDfvGX7UoAtQLcM5z82s2NAUeAroHUObd8FjDSzkV4/1gK9cnM/zrl4M3sB+IeX0J8A+jnn4v2UTTCz1fiZBpOb/jjnfvF+Zu+aWUnSpoWMzPjgJGkPXT4EXAasA27LsOJI+s/kN+94r3Pu9tzcp4hIoJlzp5oGJyIip+Ot+vGuc65BQfdFREQKD00dERE5B2b2JGnTGP5c0H0REZHCRSPaIiKSJ7w51x9mCR9zzjUsiP6IiBQ0JdoiIiIiIgGgqSMiIiIiIgGgRFtEREREJACUaIuIiIiIBIASbRERERGRAFCiLSIiIiISAP8Ps1AzjRvHRm4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,5))\n", + "plt.ylim(0,8000,8000)\n", + "# Creating a countplot for 'JURISDICTION_CODE' by area to show the count of distinct values present in the column area wise\n", + "ax = sns.countplot('JURISDICTION_CODE',hue='BORO',data=df,palette='Set2')\n", + "annot_plot(ax,0.02,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2f063781", + "metadata": {}, + "source": [ + "Most incidents were reported in the Jurisdiction code 0 (**Patrol**)\n", + "\n", + "Highest number of incidents were reported in **Brooklyn** with the Jurisdiction code 0 (Patrol)" + ] + }, + { + "cell_type": "markdown", + "id": "37ca9e56", + "metadata": {}, + "source": [ + "#### Shooting incidents that resulted in Murder" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "id": "269e6e61", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sneeg\\anaconda3\\lib\\site-packages\\seaborn\\_decorators.py:36: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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1d+LuAl40nAORJEnS0A01xO0P3J3kxiSz+6fBOiS5NMmqJHd11fZNclOSRc3nPl3rPpZkcZJ7k7yuqz45yYJm3ReTpKnvmeTKpv7jJIds05FLkiS12FAvp37yKWz7MuBLbHzf3EeBm6vq00k+2ix/JMlRwHTgaDo/Z/LPSV5cVeuBi4AZwB3AdcA04HrgbODXVTUhyXTgM8DbnsI4JUmSWmeoT6f+cFs3XFW3DXB27FTglc385cCtwEea+qyqWgcsSbIYmJpkKbB3Vd0OkOQK4DQ6Ie5UngyX3wK+lCTetydJkp4JhvrarbVJ1jTTY0nWJ1nzFPb3wqpaCdB8HtDUxwHLutr1NrVxzfym9Y36VFUf8Btgvy2Mf0aSuUnmrl69+ikMW5Ikaccy1DNxz+teTnIaMHU7jiMD1GqQ+mB9Ni9WXQxcDDBlyhTP1EmSpNYb6oMNG6mq7wCvfgpdH0wyFqD5XNXUe4GDutr1ACuaes8A9Y36JNkNeD7wyFMYkyRJUusM9XLqH3dNpyf5NFs467UVs4GzmvmzgGu76tObJ07HA4cDc5pLrmuTHN88lXrmJn36t3U68APvh5MkSc8UQ3069U1d833AUjoPFmxRkpl0HmLYP0kv8Ang08BVSc4Gfgm8BaCqFia5Cri72f45zZOpAO+l86TrXnQeaLi+qV8CfKN5COIROk+3SpIkPSMM9Z64P9vWDVfVGVtYdfIW2p8HnDdAfS5wzAD1x2hCoCRJ0jPNUC+n9iT5dvPjvQ8muSZJz9Z7SpIkaTgM9cGGr9O5B+1AOj/t8X+amiRJkkbBUEPcmKr6elX1NdNlwJhhHJckSZIGMdQQ91CSP02yazP9KfDwcA5MkiRJWzbUEPcu4K3Ar4CVdH7SY5sfdpAkSdL2MdSfGPkb4Kyq+jVAkn2Bz9MJd5IkSRphQz0TN7E/wAFU1SPAy4ZnSJIkSdqaoYa4XZLs07/QnIkb6lk8SZIkbWdDDWIXAP+a5Ft0Xrf1Vgb4YV5JkiSNjKG+seGKJHPpvPQ+wB9X1d3DOjJJkiRt0ZAviTahzeAmSZK0AxjqPXGSJEnagRjiJEmSWsgQJ0mS1EKGOEmSpBYyxEmSJLWQIU6SJKmFDHGSJEktNOIhLskRSeZ3TWuSnJvkk0mWd9Xf0NXnY0kWJ7k3yeu66pOTLGjWfTFJRvp4JEmSRsOIh7iqureqJlXVJGAy8Hvg283qC/vXVdV1AEmOAqYDRwPTgK8k2bVpfxEwAzi8maaN3JFIkiSNntG+nHoycH9V/WKQNqcCs6pqXVUtARYDU5OMBfauqturqoArgNOGfcSSJEk7gNEOcdOBmV3L70tyZ5JLk+zT1MYBy7ra9Da1cc38pvXNJJmRZG6SuatXr95+o5ckSRoloxbikuwBnAJc3ZQuAg4DJgErgQv6mw7QvQapb16suriqplTVlDFjxjydYUuSJO0QRvNM3OuBn1TVgwBV9WBVra+qJ4CvAVObdr3AQV39eoAVTb1ngLokSdJObzRD3Bl0XUpt7nHr92bgrmZ+NjA9yZ5JxtN5gGFOVa0E1iY5vnkq9Uzg2pEZuiRJ0ujabTR2muTZwGuAP+8qfzbJJDqXRJf2r6uqhUmuAu4G+oBzqmp90+e9wGXAXsD1zSRJkrTTG5UQV1W/B/bbpPaOQdqfB5w3QH0ucMx2H6AkSdIObrSfTpUkSdJTYIiTJElqIUOcJElSCxniJEmSWsgQJ0mS1EKGOEmSpBYyxEmSJLWQIU6SJKmFDHGSJEktZIiTJElqIUOcJElSCxniJEmSWsgQJ0mS1EKGOEmSpBYyxEmSJLWQIU6SJKmFDHGSJEktZIiTJElqoVEJcUmWJlmQZH6SuU1t3yQ3JVnUfO7T1f5jSRYnuTfJ67rqk5vtLE7yxSQZjeORJEkaaaN5Ju5VVTWpqqY0yx8Fbq6qw4Gbm2WSHAVMB44GpgFfSbJr0+ciYAZweDNNG8HxS5IkjZod6XLqqcDlzfzlwGld9VlVta6qlgCLgalJxgJ7V9XtVVXAFV19JEk7gfXr1/Oyl72MN77xjRvVP//5z5OEhx56CIDHH3+cs846i2OPPZYjjzyS888/f0PbmTNncuyxxzJx4kSmTZu2oc+mzj//fCZMmMARRxzBjTfeOHwHJW0noxXiCvh+knlJZjS1F1bVSoDm84CmPg5Y1tW3t6mNa+Y3rUuSdhJf+MIXOPLIIzeqLVu2jJtuuomDDz54Q+3qq69m3bp1LFiwgHnz5vHVr36VpUuX0tfXx/vf/35uueUW7rzzTiZOnMiXvvSlzfZz9913M2vWLBYuXMgNN9zAX/zFX7B+/fphPz7p6RitEHdCVR0HvB44J8lJg7Qd6D63GqS++QaSGUnmJpm7evXqbR+tJGnE9fb28r3vfY93v/vdG9U/8IEP8NnPfpbu26CT8Lvf/Y6+vj4effRR9thjD/bee2+qiqrid7/7HVXFmjVrOPDAAzfb17XXXsv06dPZc889GT9+PBMmTGDOnDnDfozS0zEqIa6qVjSfq4BvA1OBB5tLpDSfq5rmvcBBXd17gBVNvWeA+kD7u7iqplTVlDFjxmzPQ5EkDZNzzz2Xz372s+yyy5P/qpo9ezbjxo3jpS996UZtTz/9dJ7znOcwduxYDj74YD784Q+z7777svvuu3PRRRdx7LHHcuCBB3L33Xdz9tlnb7av5cuXc9BBT/6rpqenh+XLlw/fwUnbwYiHuCTPSfK8/nngtcBdwGzgrKbZWcC1zfxsYHqSPZOMp/MAw5zmkuvaJMc3T6We2dVHktRi3/3udznggAOYPHnyhtrvf/97zjvvPD71qU9t1n7OnDnsuuuurFixgiVLlnDBBRfwwAMP8Pjjj3PRRRfx05/+lBUrVjBx4sSN7pfr17m1emP+4IF2dLuNwj5fCHy7+T/HbsA3q+qGJP8GXJXkbOCXwFsAqmphkquAu4E+4Jyq6r9R4b3AZcBewPXNJElquR/96EfMnj2b6667jscee4w1a9bwjne8gyVLlmw4C9fb28txxx3HnDlz+OY3v8m0adPYfffdOeCAAzjhhBOYO3cuDz/8MACHHXYYAG9961v59Kc/vdn+enp6WLbsyduve3t7B7zsKu1IRvxMXFU9UFUvbaajq+q8pv5wVZ1cVYc3n4909Tmvqg6rqiOq6vqu+tyqOqZZ974a6D+lJEmtc/7559Pb28vSpUuZNWsWr371q7nmmmtYtWoVS5cuZenSpfT09PCTn/yEF73oRRx88MH84Ac/2HD/2x133MFLXvISxo0bx913303//dA33XTTZg9KAJxyyinMmjWLdevWsWTJEhYtWsTUqVNH+rClbTIaZ+IkSU/TLz917GgPYcQ8uOS3PLro4c2Oef1vVtD7uRP5/XN245R167ltznKOeOFMCnjLpBfwgu/8CX3Af5uyC6846iB23xXGPX8PLnjzOH75qe9z08/XcOeKR/nQq1/I84DX7r+KF499HrvtEj7x+rEsP2/SKBytdnQH/68Foz2EDfJMO3k1ZcqUmjt37ojtb/JfXTFi+5L0pHmfO3O0hzCsnkkhTtqRjEKI2+LNmTvSj/1KkiRpiAxxkiRJLWSIkyRJaiFDnCRJUgsZ4iRJklrIECdJktRChjhJkqQWMsRJkiS1kCFOkiSphQxxkiRJLWSIkyRJaiFDnCRJUgsZ4iRJklrIECdJktRChjhJkqQWMsRJkiS10IiHuCQHJbklyT1JFiZ5f1P/ZJLlSeY30xu6+nwsyeIk9yZ5XVd9cpIFzbovJslIH48kSdJo2G0U9tkHfKiqfpLkecC8JDc16y6sqs93N05yFDAdOBo4EPjnJC+uqvXARcAM4A7gOmAacP0IHYckSdKoGfEzcVW1sqp+0syvBe4Bxg3S5VRgVlWtq6olwGJgapKxwN5VdXtVFXAFcNrwjl6SJGnHMKr3xCU5BHgZ8OOm9L4kdya5NMk+TW0csKyrW29TG9fMb1qXJEna6Y1aiEvyXOAa4NyqWkPn0uhhwCRgJXBBf9MButcg9YH2NSPJ3CRzV69e/XSHLkmSNOpGJcQl2Z1OgPvHqvongKp6sKrWV9UTwNeAqU3zXuCgru49wIqm3jNAfTNVdXFVTamqKWPGjNm+ByNJkjQKRuPp1ACXAPdU1d911cd2NXszcFczPxuYnmTPJOOBw4E5VbUSWJvk+GabZwLXjshBSJIkjbLReDr1BOAdwIIk85va/wDOSDKJziXRpcCfA1TVwiRXAXfTebL1nObJVID3ApcBe9F5KtUnUyVJ0jPCiIe4qvoXBr6f7bpB+pwHnDdAfS5wzPYbnSRJUjv4xgZJkqQWMsRJkiS1kCFOkiSphQxxkiRJLWSIkyRJaiFDnCRJUgsZ4iRJklrIECdJktRChjhJkqQWMsRJkiS1kCFOkiSphQxxkiRJLWSIkyRJaiFDnCRJUgsZ4iRJklrIECdJktRChjhJkqQWMsRJkiS1kCFOkiSphVof4pJMS3JvksVJPjra45EkSRoJrQ5xSXYFvgy8HjgKOCPJUaM7KkmSpOHX6hAHTAUWV9UDVfUfwCzg1FEekyRJ0rDbbbQH8DSNA5Z1LfcCf7hpoyQzgBnN4m+T3DsCY9POYX/godEehLZdPn/WaA9BGozfLW31iYz0Hm+oqmkDrWh7iBvoL1mbFaouBi4e/uFoZ5NkblVNGe1xSNq5+N2i7aHtl1N7gYO6lnuAFaM0FkmSpBHT9hD3b8DhScYn2QOYDswe5TFJkiQNu1ZfTq2qviTvA24EdgUuraqFozws7Vy8DC9pOPjdoqctVZvdQiZJkqQdXNsvp0qSJD0jGeIkSZJaqNX3xEnbKsl6YEFX6bSqWrqFtr+tqueOyMAktV6S/YCbm8UXAeuB1c3y1OZH6aXtxnvi9IyyLcHMECfpqUrySeC3VfX5rtpuVdU3eqPSzsbLqXpGS/LcJDcn+UmSBUk2e21bkrFJbksyP8ldSU5s6q9NcnvT9+okBj5JG0lyWZK/S3IL8Jkkn0zy4a71dyU5pJn/0yRzmu+arzbvB5e2yBCnZ5q9mi/I+Um+DTwGvLmqjgNeBVyQZNM3gbwduLGqJgEvBeYn2R/4OPBHTd+5wAdH7CgktcmL6XxXfGhLDZIcCbwNOKH5rlkP/MnIDE9t5T1xeqZ5tPmCBCDJ7sD/m+Qk4Ak67+N9IfCrrj7/BlzatP1OVc1P8p+Bo4AfNZlvD+D2kTkESS1zdVWt30qbk4HJwL813yl7AauGe2BqN0Ocnun+BBgDTK6qx5MsBZ7V3aCqbmtC3n8BvpHkc8CvgZuq6oyRHrCk1vld13wfG18F6/++CXB5VX1sxEal1vNyqp7png+sagLcq4A/2LRBkj9o2nwNuAQ4DrgDOCHJhKbNs5O8eATHLamdltL5DiHJccD4pn4zcHqSA5p1+zbfPdIWeSZOz3T/CPyfJHOB+cDPB2jzSuCvkjwO/BY4s6pWJ3knMDPJnk27jwP3DfuIJbXZNcCZSebTuVXjPoCqujvJx4HvJ9kFeBw4B/jFaA1UOz5/YkSSJKmFvJwqSZLUQoY4SZKkFjLESZIktZAhTpIkqYUMcZIkSS1kiJMkSWohQ5ykbZbkr5MsTHJn8x7aW5rPxUl+0/V+2v/UtP9ZkpnN/J91rf+PJAua+U8neWeSLzXtjkhya7PuniQXJ3ldV9/fJrm3mb8iySuTfLdrjK9PMrfp+/Mkn9/kGDaMqat2WZLTh3D8hySpJH/TVds/yeNd499sW0l+29X/0Wbsdzfj371Z98rmb/jT5vhuS/LGrm18Msnyrr/D/CQv2KTfZsc7wDG8M8nqrm1csbW/QZKXNcf9uk3qhyf5bpL7k8xr/nk4aWt/R0lPjz/2K2mbJHkF8EbguKpal2R/YI+qWpHklcCHq6o7dBxJ5z8YT0rynKr6OvD1Zt1S4FVV9VCz/M6uXX0RuLCqrm3WHVtVC4Abm+Vbm33NbZZf2bXPY4AvAf+lqn6eZDdgxiBj6n4t0lA90Pwd/mez/BZg4Tb0v7+qJiXZFbgJeCudH58G+L/9f8Mkk4DvJHm0qm5u1l9YVZuG0g39kuwF/DTJt6vqR4OM4cqqet82jPkM4F+az/7/HZ4FfI/O/xazm9oxwBTgtm3YtqRt5Jk4SdtqLPBQVa0DqKqHqmrFIO3fDnwD+D5wyjbup7d/oQlwQ/XfgfOq6udN376q+sp2GFO3R4F7kkxplt8GXLWtG2lejD4HGLeF9fOBTwFDDltV9SidN5AMuM2nIp2UeDrwTuC1TXiDzvuHb+8PcM3+76qqy7bXviUNzBAnaVt9HzgoyX1JvpLkP2+l/duAK4GZdM7gDNWFwA+SXJ/kA0lesA19jwHmDcOYNjULmJ6kB1gPDBZmB9SEoT8Ebhik2U+Al3Qtf6DrMugtA2xzH+Bwtn4m7G1d2/mzrbQ9AVhSVfcDtwJvaOpHN+OTNMIMcZK2SVX9FphM5/LkauDKTS6DbpDk5cDqqvoFnRd8H9cEjKHs5+vAkcDVdN5fe0eefE/tU/Z0xjSAG4DX0AmCV26ybqB3GnbXDkvn/ZkPA7+sqjsHG/YmyxdW1aRmelVX/cQkdwK/Ar5bVb/ayviv7NrO17fS9gw6oZXmc8Dwm+TbSe5K8k9b2Z6kp8kQJ2mbVdX6qrq1qj5B5zLff91C0zOAlzT3vt0P7D1I24H2s6KqLq2qU4E+OmfYhmIhnaC53ce0yfj+g84Zvw/RebF5t4eBDeEwyb7AQ13r76+qScAE4Pgkg13WfRlwzxCG9H+raiJwLPDe5n66p625b++/Av+r+bv9PfD6JM+j87c+rr9tVb2ZziXXfbfHviVtmSFO0jZJ56nRw7tKk4BfDNBuFzo3+0+sqkOq6hDgVIZ4+TLJtK4nNl8E7AcsH+IwPwf8jyQv7h9Lkg8+3TFtwQXAR6rq4U3qt9K5XLlHs/xOYLNLn1W1Evgo8LGBNp5kIp2HJ7481AFV1X3A+cBHhtpnK/4I+FlVHdT83f6ATmg9DfgmcMImIfTZ22m/kgbh06mSttVzgb9v7lHrAxbT9eRnl5OA5VXVHbxuA45KMrYJL4N5LfCFJI81y381hMuDAFTVnUnOBWYmeTady5jf29qYmuWvJvn/mvllVfWKrexrIQM8lVpV300yGZiXZD2ds37v2cJmvgN8MsmJzfKJSX5KJwytAv6y68lU6NwT96ddy6cNsM1/AD6cZHxVLRnsGAaw0d8AuBf49iZtrgHeW1XfaH4C5e+aPg8Ca4G/3cZ9StpGqRrotg1JkiTtyLycKkmS1EJeTpWkLUhyLJ3fk+u2rqr+cDTG81Q0Px3y/k3KP6qqc0ZjPJK2Hy+nSpIktZCXUyVJklrIECdJktRChjhJkqQWMsRJkiS10P8Pp1UvbFutzLYAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10,4))\n", + "plt.ylim(0,20000,20000)\n", + "# creating a count plot for 'STATISTICAL_MURDER_FLAG column to show distict values present in the column\n", + "ax = sns.countplot('STATISTICAL_MURDER_FLAG',data=df)\n", + "# plotting the graph\n", + "annot_plot(ax,0.2,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "9808cf1d", + "metadata": {}, + "source": [ + "Only 4488 shootings resulted in **Murder** while most of the incidents (19076) involved **Injury**" + ] + }, + { + "cell_type": "markdown", + "id": "4a256c09", + "metadata": {}, + "source": [ + "#### Analyzing the shooting incidents that resulted in Murders - categorized by the Victim's Age group" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "0eab8452", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sneeg\\anaconda3\\lib\\site-packages\\seaborn\\_decorators.py:36: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,6))\n", + "plt.ylim(0,8000,8000)\n", + "\n", + "ax = sns.countplot('STATISTICAL_MURDER_FLAG',hue='VIC_AGE_GROUP',data=df,palette='Set1')\n", + "annot_plot(ax,0.02,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "27d46500", + "metadata": {}, + "source": [ + "Maximum **Victims** belonged to 25-44 age group closely followed by the 18-24 age group\n", + "\n", + "45-64 age group is more likely to scumb to their injuries vs people who are less than 18 years of age" + ] + }, + { + "cell_type": "markdown", + "id": "a20f94ad", + "metadata": {}, + "source": [ + "#### Visualizing the Victims by their Race across every age group" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "b1d7bcaa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Visualizing counts of each unique value present in 'VIC_RACE' by grouping it to 'VIC_AGE_GROUP'\n", + "vic_age = df.groupby('VIC_AGE_GROUP')['VIC_RACE'].value_counts()\n", + "groups = vic_age.groupby('VIC_AGE_GROUP')\n", + "fig = plt.figure()\n", + "count = 1\n", + "# Creating a for loop to plot different bar plots age wise\n", + "for year, group in groups:\n", + " # Creating subplots to show the output\n", + " ax = fig.add_subplot(6,3,count)\n", + " ax.set_title(year)\n", + " ax = group[year].plot.bar(figsize = (12,30), width = 0.8,color='green') # creating bar plots\n", + " \n", + " count+=1;\n", + " # Defining labels for the axis peresnt in the graph\n", + " plt.xlabel('')\n", + " plt.yticks([])\n", + " plt.ylabel('Count of Victims(Race Wise)')\n", + " \n", + " \n", + " total_of_year = []\n", + " for i in ax.patches:\n", + " total_of_year.append(i.get_height())\n", + " total = sum(total_of_year)\n", + " for i in ax.patches:\n", + " ax.text(round(i.get_x()+0.2,1),round(i.get_height()-1.5,1),s= round(i.get_height(),1),color=\"black\",fontweight='bold') #adding data labels (total value of spendings ) to the bars\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "063f95d0", + "metadata": {}, + "source": [ + "**Black** people are generally the victims across all age groups followed by **White Hispanic** people. **Native Americans/Alaskan Natives** are the least across all age groups." + ] + }, + { + "cell_type": "markdown", + "id": "07b087a8", + "metadata": {}, + "source": [ + "#### Visualizing Victims by Gender across all age groups" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "543a946f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Visualizing counts of each unique value present in 'VIC_RACE' by grouping it to 'VIC_AGE_GROUP'\n", + "a = df.groupby('VIC_AGE_GROUP')['VIC_SEX'].value_counts()\n", + "groups = a.groupby('VIC_AGE_GROUP')\n", + "fig = plt.figure()\n", + "count = 1\n", + "# Creating a for loop to plot different bar plots sex wise\n", + "for year, group in groups:\n", + " # Creating subplots to show the output\n", + " ax = fig.add_subplot(6,3,count)\n", + " ax.set_title(year)\n", + " ax = group[year].plot.bar(figsize = (10,24), width = 0.8,color='Red') # creating bar plots\n", + " \n", + " count+=1;\n", + " # Defining labels for the axis present in the graph\n", + " plt.xlabel('')\n", + " plt.yticks([])\n", + " plt.ylabel('Count of Victims(Sex Wise)')\n", + " \n", + " \n", + " total_of_year = []\n", + " for i in ax.patches:\n", + " total_of_year.append(i.get_height())\n", + " total = sum(total_of_year)\n", + " for i in ax.patches:\n", + " ax.text(round(i.get_x()+0.2,1),round(i.get_height()-1.5,1),s= round(i.get_height(),1),color=\"black\",fontweight='bold') #adding data labels (total value of spendings ) to the bars\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7f57b031", + "metadata": {}, + "source": [ + "**Males** across the *25-44 age* group are most likely to be the Victims closely followed by **Males** across the *18-24 age* group." + ] + }, + { + "cell_type": "markdown", + "id": "35edd564", + "metadata": {}, + "source": [ + "### Count of incidents reported from 2006 to 2020" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "5c3e4589", + "metadata": {}, + "outputs": [], + "source": [ + "# Creating two new columns in the dataframe to store INCIDENT-YEAR & MONTH from the column 'OCCUR_DATE'\n", + "df[\"INCIDENT_YEAR\"] = pd.DatetimeIndex(df[\"OCCUR_DATE\"]).year\n", + "df[\"INCIDENT_MONTH\"] = pd.DatetimeIndex(df[\"OCCUR_DATE\"]).month" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "8327f78d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "variable=INCIDENT_KEY
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"zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "ALL Incidents Reported" + }, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "title": { + "text": "INCIDENT_YEAR" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "range": [ + 100, + 2500 + ], + "title": { + "text": "value" + } + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Creating a line graph to show the amount of incident occured year wise.\n", + "# This graph will help us to understand the current trends of incidents (whether its high or low)\n", + "\n", + "df1 = df[['INCIDENT_YEAR','BORO','INCIDENT_KEY']] \n", + "df1 = df1.groupby('INCIDENT_YEAR')[['INCIDENT_KEY']].count().reset_index()\n", + "df2 = pd.melt(df1, id_vars=['INCIDENT_YEAR'], value_vars=['INCIDENT_KEY'])\n", + "import plotly.express as px\n", + "fig = px.line(df2, x=\"INCIDENT_YEAR\", y=\"value\", color='variable', \n", + " title=f'ALL Incidents Reported')\n", + "fig.update_layout(yaxis_range=[100,2500])\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "d7132141", + "metadata": {}, + "source": [ + "From the above visualization, we conclude:\n", + "\n", + "1. There has been a gradual decrease in the number of incidents reported since 2011\n", + "2. There has been instances of slight increase in the number of cases in 2009 to 2011 and 2013 to 2014 \n", + "3. Most importantly **The Number of incidents sharply rose in and after 2019 which is a matter of grave concern!**" + ] + }, + { + "cell_type": "markdown", + "id": "2f758344", + "metadata": {}, + "source": [ + "## Part 3: Predictive Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "f7e18ccb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + " INCIDENT_KEY OCCUR_DATE OCCUR_TIME BORO JURISDICTION_CODE \\\n", + "20951 9953247 01/01/2006 3:30:00 1 0.0 \n", + "18688 9953246 01/01/2006 5:51:00 0 0.0 \n", + "3392 9953250 01/01/2006 2:34:00 3 0.0 \n", + "21364 9953245 01/01/2006 2:00:00 0 0.0 \n", + "11680 9953252 01/01/2006 2:22:00 2 0.0 \n", + "\n", + " LOCATION_DESC STATISTICAL_MURDER_FLAG PERP_AGE_GROUP PERP_SEX \\\n", + "20951 GROCERY/BODEGA 0 5 2 \n", + "18688 NONE 0 1 1 \n", + "3392 BAR/NIGHT CLUB 1 1 1 \n", + "21364 NONE 0 0 1 \n", + "11680 NONE 1 1 1 \n", + "\n", + " PERP_RACE VIC_AGE_GROUP VIC_SEX VIC_RACE INCIDENT_YEAR \\\n", + "20951 4 0 1 2 2006 \n", + "18688 6 0 1 6 2006 \n", + "3392 2 1 1 2 2006 \n", + "21364 2 4 1 2 2006 \n", + "11680 2 1 1 2 2006 \n", + "\n", + " INCIDENT_MONTH \n", + "20951 1 \n", + "18688 1 \n", + "3392 1 \n", + "21364 1 \n", + "11680 1 " + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Importing Lable Encoder to work with categorical variable\n", + "from sklearn.preprocessing import LabelEncoder\n", + "# creating instance of labelencoder\n", + "labelencoder = LabelEncoder()\n", + "df['BORO'] = labelencoder.fit_transform(df['BORO'])\n", + "df['VIC_RACE'] = labelencoder.fit_transform(df['VIC_RACE'])\n", + "df['VIC_SEX'] = labelencoder.fit_transform(df['VIC_SEX'])\n", + "df['PERP_SEX'] = labelencoder.fit_transform(df['PERP_SEX'])\n", + "df['PERP_RACE'] = labelencoder.fit_transform(df['PERP_RACE'])\n", + "df['STATISTICAL_MURDER_FLAG'] = labelencoder.fit_transform(df['STATISTICAL_MURDER_FLAG'])\n", + "df['VIC_AGE_GROUP'] = labelencoder.fit_transform(df['VIC_AGE_GROUP'])\n", + "df['PERP_AGE_GROUP'] = labelencoder.fit_transform(df['PERP_AGE_GROUP'])\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "91219921", + "metadata": {}, + "source": [ + "### Predicting the Most Common Race to be targetted with Hate Crime\n", + "(using Random Forest Classifier)" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "3aeaa776", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df.drop(['VIC_RACE','LOCATION_DESC','OCCUR_DATE','OCCUR_TIME'],axis=1) #feature variable\n", + "y = df['VIC_RACE'] #target variable" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "eb0aac3b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Random Forest Model accuracy(in %): 69.37765205091938\n" + ] + } + ], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.30, random_state=101)\n", + "# Importing Random Forest Classifier to predict the outcomes\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "# Creating a object named rfc of RandomForestClassifier \n", + "rfc = RandomForestClassifier(n_estimators=600)\n", + "# fitting the training data\n", + "rfc.fit(X_train,y_train)\n", + "# passing the x test data in the model to predict the outcomes. We are storing the predictions of the model in a varable mentioned below.\n", + "predictions = rfc.predict(X_test)\n", + "# Importing the metrics and accuracy score to check the performance of our model\n", + "from sklearn import metrics\n", + "from sklearn.metrics import accuracy_score\n", + "print(\"Random Forest Model accuracy(in %):\", metrics.accuracy_score(y_test, predictions)*100)" + ] + }, + { + "cell_type": "markdown", + "id": "3d0d9471", + "metadata": {}, + "source": [ + "The Random Forest model has an accuracy of 69.4%" + ] + }, + { + "cell_type": "markdown", + "id": "489e2202", + "metadata": {}, + "source": [ + "### Predicting the most unsafe Borough/Area" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "id": "2eb39227", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df.drop(['BORO','LOCATION_DESC','OCCUR_DATE','OCCUR_TIME'],axis=1)\n", + "y = df['BORO']" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "id": "379899d9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Random Forest Model accuracy(in %): 41.55586987270156\n" + ] + } + ], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.30, random_state=101)\n", + "\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "rfc = RandomForestClassifier(n_estimators=600)\n", + "\n", + "rfc.fit(X_train,y_train)\n", + "predictions = rfc.predict(X_test)\n", + "\n", + "from sklearn import metrics\n", + "from sklearn.metrics import accuracy_score\n", + "print(\"Random Forest Model accuracy(in %):\", metrics.accuracy_score(y_test, predictions)*100)" + ] + }, + { + "cell_type": "markdown", + "id": "2833fd0e", + "metadata": {}, + "source": [ + "The model has an accuracy of 41.6%" + ] + }, + { + "cell_type": "markdown", + "id": "c0e18a46", + "metadata": {}, + "source": [ + "### Predicting the most likely age group of the suspect" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "id": "60906a9f", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df.drop(['PERP_AGE_GROUP','LOCATION_DESC','OCCUR_DATE','OCCUR_TIME'],axis=1) #defining feature variable\n", + "y = df['PERP_AGE_GROUP'] #target variable" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "id": "0c9eb8a4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Random Forest Model accuracy(in %): 39.858557284299856\n" + ] + } + ], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.30, random_state=101) \n", + "from sklearn.ensemble import RandomForestClassifier \n", + "rfc = RandomForestClassifier(n_estimators=600)\n", + "rfc.fit(X_train,y_train) \n", + "predictions = rfc.predict(X_test) #by using predict function we will predict the target variable based on our test set(X_test)\n", + "from sklearn import metrics\n", + "from sklearn.metrics import accuracy_score\n", + "print(\"Random Forest Model accuracy(in %):\", metrics.accuracy_score(y_test, predictions)*100) " + ] + }, + { + "cell_type": "markdown", + "id": "8cdb472e", + "metadata": {}, + "source": [ + "The model has an accuracy of 39.9%" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b7e3fb2", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/NYPD Shooting Data Analysis/NYPD_Footnotes.pdf b/NYPD Shooting Data Analysis/NYPD_Footnotes.pdf 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HISPANIC,1011786,178738,40.657236613000066,-73.900757797999972,POINT (-73.90075779799997 40.657236613000066) +199325323,07/05/2019,01:14:00,BRONX,48,0,PVT HOUSE,true,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1016293,250009,40.852841995000063,-73.884174309999935,POINT (-73.88417430999993 40.85284199500006) +194859638,03/18/2019,21:33:00,MANHATTAN,28,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,995874,231986,40.803424497000037,-73.958014907999939,POINT (-73.95801490799994 40.80342449700004) +204294842,10/27/2019,18:14:00,BROOKLYN,79,0,,false,18-24,M,BLACK,18-24,F,BLACK,998611,187749,40.682000963000064,-73.948223152999958,POINT (-73.94822315299996 40.682000963000064) +205862270,11/30/2019,23:01:00,BRONX,46,0,,true,18-24,M,BLACK,25-44,M,BLACK,1005694,247184,40.845120309000038,-73.922495958999946,POINT (-73.92249595899995 40.84512030900004) +200408150,07/29/2019,02:18:00,BROOKLYN,81,0,,false,18-24,M,BLACK,25-44,M,BLACK,1003080,186817,40.67943445800006,-73.932112874999973,POINT 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HISPANIC,1053917,159316,40.603696297000056,-73.749112768999964,POINT (-73.74911276899996 40.603696297000056) +195699912,04/06/2019,20:20:00,BRONX,40,0,,false,18-24,M,BLACK,18-24,M,BLACK,1006022,238221,40.820518656000047,-73.92133955099996,POINT (-73.92133955099996 40.82051865600005) +198858229,06/23/2019,02:15:00,BRONX,46,0,,false,<18,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1011477,250772,40.854952367000067,-73.901579786999946,POINT (-73.90157978699995 40.85495236700007) +202244820,09/10/2019,22:11:00,MANHATTAN,23,0,,false,,,,25-44,M,BLACK,1001924,227875,40.792130892000046,-73.936172791999979,POINT (-73.93617279199998 40.792130892000046) +201483468,08/22/2019,18:03:00,BRONX,46,0,,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1008224,250621,40.854547349000029,-73.913339443999973,POINT (-73.91333944399999 40.85454734900003) +199134397,06/30/2019,21:35:00,QUEENS,101,0,,false,,,,25-44,M,WHITE HISPANIC,1051810,158386,40.601159958000039,-73.756709876999935,POINT (-73.75670987699993 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HOUS,false,25-44,M,BLACK,25-44,F,BLACK,1000552,225907,40.786731898000028,-73.941132467999978,POINT (-73.94113246799998 40.78673189800003) +198858233,06/23/2019,20:35:00,BRONX,50,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1010218,258831,40.87707565900007,-73.906099659999938,POINT (-73.90609965999994 40.87707565900007) +206890929,12/31/2019,23:15:00,MANHATTAN,28,0,HOTEL/MOTEL,true,25-44,M,BLACK,25-44,M,BLACK,997155,230828,40.80024432600004,-73.953390089999971,POINT (-73.95339008999998 40.80024432600004) +203041432,09/27/2019,20:03:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1047439,156663,40.596462931000076,-73.772466408999946,POINT (-73.77246640899995 40.596462931000076) +201291295,08/17/2019,22:19:00,BROOKLYN,83,0,,true,,,,25-44,M,BLACK,1009333,191223,40.691512407000062,-73.909552290999954,POINT (-73.90955229099995 40.69151240700006) +199046250,06/27/2019,01:00:00,BRONX,52,0,,false,,,,18-24,M,BLACK HISPANIC,1009309,252307,40.859171900000035,-73.90941104999996,POINT (-73.90941104999996 40.85917190000004) +200056612,07/19/2019,23:50:00,BRONX,46,0,,false,25-44,M,BLACK,18-24,M,BLACK,1008497,248717,40.84932069000007,-73.912359480999953,POINT (-73.91235948099995 40.84932069000007) +199134398,06/28/2019,17:35:00,BROOKLYN,73,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,25-44,F,BLACK,1008228,183789,40.671110834000046,-73.91356336299998,POINT (-73.91356336299998 40.67111083400005) +204296334,10/26/2019,04:20:00,BROOKLYN,69,0,,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,1010971,174787,40.646394480000026,-73.903710823999972,POINT (-73.90371082399997 40.646394480000026) +195102364,03/23/2019,05:44:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,999025,193414,40.697549404000029,-73.946718061999945,POINT (-73.94671806199995 40.69754940400003) +192301917,01/14/2019,11:55:00,BROOKLYN,75,0,PVT 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HISPANIC,1020357,259231,40.878137880000054,-73.869434336999973,POINT (-73.86943433699997 40.878137880000054) +197953463,05/31/2019,15:55:00,BROOKLYN,79,0,,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,1001329,187143,40.680332805000035,-73.938424998999949,POINT (-73.93842499899995 40.680332805000035) +196276904,04/20/2019,01:19:00,BROOKLYN,84,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,988740,194815,40.701406016000078,-73.983808131999979,POINT (-73.98380813199998 40.70140601600008) +206195058,12/07/2019,22:40:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,18-24,M,BLACK,995294,176595,40.65139047100007,-73.96020079799996,POINT (-73.96020079799996 40.65139047100007) +204020534,10/21/2019,16:00:00,MANHATTAN,20,0,,false,25-44,M,BLACK,25-44,M,BLACK,987818,221369,40.774290600000029,-73.987119270999983,POINT (-73.98711927099998 40.77429060000003) 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HISPANIC,1007515,256198,40.869856423000044,-73.915882999999951,POINT (-73.91588299999995 40.869856423000044) +194915415,03/19/2019,17:21:00,BROOKLYN,75,0,,true,25-44,M,BLACK,18-24,M,BLACK,1017307,181828,40.665699086000075,-73.880844205999949,POINT (-73.88084420599995 40.665699086000075) +201858653,09/02/2019,02:57:00,BROOKLYN,70,0,,true,,,,45-64,F,WHITE HISPANIC,996636,172210,40.639352817000031,-73.955372514999965,POINT (-73.95537251499997 40.63935281700003) +203348700,10/04/2019,18:34:00,BRONX,44,1,,true,25-44,M,BLACK,18-24,M,BLACK,1007022,243322,40.834516921000045,-73.917709255999966,POINT (-73.91770925599997 40.834516921000045) +201089981,08/13/2019,23:40:00,MANHATTAN,30,0,,false,,,,25-44,M,WHITE HISPANIC,999924,241388,40.829224095000029,-73.943364125999949,POINT (-73.94336412599995 40.82922409500003) +195440618,04/01/2019,22:21:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1010674,239150,40.823055808000049,-73.904528300999971,POINT (-73.90452830099997 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HISPANIC,1007951,238554,40.821427682000035,-73.914368931999945,POINT (-73.91436893199995 40.821427682000035) +201147236,08/15/2019,00:26:00,BRONX,41,0,,true,,,,25-44,M,BLACK,1012474,239561,40.824178317000076,-73.898022956999966,POINT (-73.89802295699997 40.824178317000076) +197692916,05/27/2019,23:32:00,BRONX,42,0,,true,<18,M,BLACK,18-24,M,BLACK,1013407,243571,40.835181583000065,-73.894634432999965,POINT (-73.89463443299996 40.835181583000065) +200994120,08/11/2019,03:40:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1011772,185617,40.676117974000078,-73.900780174999966,POINT (-73.90078017499997 40.67611797400008) +194570530,03/11/2019,21:05:00,BROOKLYN,81,0,,false,,,,45-64,M,BLACK,1006104,187792,40.682103662000031,-73.921207167999967,POINT (-73.92120716799997 40.68210366200003) +203778568,10/15/2019,22:55:00,BROOKLYN,63,0,,false,,,,25-44,M,BLACK,1007121,166201,40.622838519000027,-73.917613604999985,POINT (-73.91761360499999 40.622838519000034) 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HISPANIC,1013775,238190,40.820411060000026,-73.893328241999939,POINT (-73.89332824199995 40.820411060000026) +205280615,11/17/2019,21:12:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,1020891,236726,40.816366145000075,-73.867626310999981,POINT (-73.86762631099998 40.816366145000075) +204971624,11/10/2019,02:48:00,MANHATTAN,34,0,,false,25-44,M,BLACK,18-24,M,BLACK,1004258,254745,40.86587636400003,-73.927663554999981,POINT (-73.927663555 40.86587636400003) +204464564,11/04/2019,13:40:00,BRONX,40,0,,true,45-64,M,BLACK,25-44,M,BLACK HISPANIC,1008120,238322,40.820790453000029,-73.91375915499998,POINT (-73.91375915499998 40.82079045300003) +196582020,04/29/2019,01:36:00,BRONX,44,0,,false,,,,45-64,M,BLACK,1005501,245608,40.840795117000027,-73.923198515999957,POINT (-73.92319851599996 40.84079511700003) +199401908,07/05/2019,17:20:00,BRONX,41,0,PVT HOUSE,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1015346,236367,40.815402050000046,-73.887660703999984,POINT 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HISPANIC,1013667,246291,40.842646326000079,-73.893682920999936,POINT (-73.89368292099994 40.84264632600008) +194570529,03/11/2019,16:30:00,BROOKLYN,81,0,,false,<18,M,UNKNOWN,25-44,M,BLACK,1001181,189778,40.687565563000078,-73.938951975999942,POINT (-73.93895197599994 40.68756556300008) +202807633,09/23/2019,00:23:00,BRONX,50,0,,false,,,,25-44,M,WHITE HISPANIC,1011047,256269,40.870041281000056,-73.903112196999984,POINT (-73.90311219699998 40.870041281000056) +198948496,06/25/2019,22:24:00,BROOKLYN,81,0,PVT HOUSE,false,,,,18-24,M,BLACK,1006938,187372,40.680948759000046,-73.918201608999937,POINT (-73.91820160899994 40.680948759000046) +203676928,10/12/2019,06:55:00,BROOKLYN,77,0,BAR/NIGHT CLUB,false,45-64,M,BLACK,25-44,M,BLACK,1003550,185645,40.676216571000055,-73.930421720999959,POINT (-73.93042172099996 40.676216571000055) +203676928,10/12/2019,06:55:00,BROOKLYN,77,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,25-44,F,BLACK,1003550,185645,40.676216571000055,-73.930421720999959,POINT 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HISPANIC,1032140,242004,40.83079891400007,-73.826948795999954,POINT (-73.82694879599995 40.83079891400007) +204434559,10/31/2019,20:59:00,BROOKLYN,83,0,,true,,,,25-44,M,BLACK,1009342,190798,40.690345855000032,-73.909521419999976,POINT (-73.90952141999998 40.69034585500003) +201982886,09/04/2019,00:48:00,BRONX,42,0,,false,,,,25-44,M,BLACK,1007582,239642,40.82441491600008,-73.915698357999986,POINT (-73.91569835799999 40.82441491600008) +197997725,06/03/2019,07:07:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1016409,178125,40.655538482000054,-73.884098792999964,POINT (-73.88409879299996 40.655538482000054) +200365033,07/27/2019,09:08:00,BROOKLYN,75,0,GROCERY/BODEGA,false,18-24,M,BLACK,25-44,M,BLACK,1021056,181470,40.664701666000042,-73.867332537999971,POINT (-73.86733253799997 40.66470166600004) +200331333,07/27/2019,22:53:00,BROOKLYN,73,0,,false,18-24,M,BLACK,25-44,F,BLACK,1011786,178738,40.657236613000066,-73.900757797999972,POINT (-73.90075779799997 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HISPANIC,25-44,M,BLACK,1012523,180392,40.661774156000035,-73.89809461399994,POINT (-73.89809461399994 40.661774156000035) +23920279,08/17/2006,2:55:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1005514,235740,40.81371024600002,-73.923182807,POINT (-73.923182807 40.81371024600002) +80432271,08/24/2011,4:05:00,BRONX,41,0,GROCERY/BODEGA,false,25-44,M,BLACK,18-24,M,BLACK,1014773,240158,40.82580926700007,-73.88971354099994,POINT (-73.88971354099994 40.82580926700007) +148520188,12/13/2015,22:50:00,BROOKLYN,83,0,,false,,,,25-44,M,BLACK,1005368,195917,40.704406689000045,-73.92383533299993,POINT (-73.92383533299993 40.704406689000045) +77041509,01/29/2011,1:56:00,MANHATTAN,32,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE HISPANIC,999941,234604,40.81060389800007,-73.94331855899996,POINT (-73.94331855899996 40.81060389800007) +79896470,07/20/2011,12:39:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC 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ISLANDER,1001757,172630,40.64049698500003,-73.93691957099996,POINT (-73.93691957099996 40.64049698500003) +69027037,12/18/2009,11:50:00,BROOKLYN,81,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1003656,187150,40.68034722300007,-73.93003524099998,POINT (-73.93003524099998 40.68034722300007) +67430057,11/02/2009,23:50:00,BRONX,42,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1011408,242310,40.83172687600006,-73.90186347999997,POINT (-73.90186347999997 40.83172687600006) +75340692,10/31/2010,20:46:00,BROOKLYN,67,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1003366,177471,40.653781156000036,-73.93110824699994,POINT (-73.93110824699994 40.653781156000036) +35406559,10/31/2007,21:19:00,QUEENS,105,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,<18,M,BLACK,1057466,204039,40.726421843000026,-73.73584631499993,POINT (-73.73584631499993 40.726421843000026) +91182068,06/17/2013,1:01:00,STATEN ISLAND,120,0,MULTI DWELL - APT 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HOUS,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,1006699,233128,40.80653810100006,-73.918910596,POINT (-73.918910596 40.80653810100006) +86209643,08/12/2012,5:33:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK,995671,183339,40.669900788000064,-73.95883073299996,POINT (-73.95883073299996 40.669900788000064) +25490117,11/26/2006,3:18:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,UNKNOWN,18-24,F,BLACK,1010788,183142,40.66932766100007,-73.90433739499997,POINT (-73.90433739499997 40.66932766100007) +72195829,04/12/2010,23:59:00,BROOKLYN,81,0,,false,45-64,M,BLACK,25-44,F,BLACK,1003656,187150,40.68034722300007,-73.93003524099998,POINT (-73.93003524099998 40.68034722300007) +81215249,10/16/2011,2:00:00,STATEN ISLAND,120,0,BAR/NIGHT CLUB,false,,,,18-24,M,BLACK,948868,167656,40.626791046000044,-74.12746502799997,POINT (-74.12746502799997 40.626791046000044) +140643796,01/21/2015,22:47:00,MANHATTAN,14,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,25-44,F,BLACK 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BUILD,false,25-44,M,BLACK,25-44,M,BLACK,996404,232936,40.80603127300003,-73.95609879899997,POINT (-73.95609879899997 40.80603127300003) +91285416,06/23/2013,1:13:00,BROOKLYN,60,0,,false,18-24,M,BLACK,25-44,M,BLACK,987744,149251,40.57634302400004,-73.98742382199998,POINT (-73.98742382199998 40.57634302400004) +75466852,11/08/2010,23:22:00,BROOKLYN,67,0,RESTAURANT/DINER,false,,,,18-24,M,BLACK,1003158,176704,40.65167635500006,-73.93186002,POINT (-73.93186002 40.65167635500006) +73598742,07/08/2010,5:00:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1015430,243958,40.83623687500005,-73.88732196199999,POINT (-73.88732196199999 40.83623687500005) +80592972,09/04/2011,21:50:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,999614,227020,40.78978846500007,-73.94451718099998,POINT (-73.94451718099998 40.78978846500007) +91324170,06/25/2013,23:30:00,BROOKLYN,77,0,,true,18-24,M,BLACK,25-44,M,BLACK,1002251,183677,40.67081759000007,-73.93511008699994,POINT 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HISPANIC,18-24,M,BLACK,998730,226827,40.78926022400003,-73.94771000099996,POINT (-73.94771000099996 40.78926022400003) +76943422,01/21/2011,17:31:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK,999390,177145,40.65289404700008,-73.945438299,POINT (-73.945438299 40.65289404700008) +28176154,03/29/2007,18:36:00,BRONX,41,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK,1011307,235069,40.81185269700006,-73.90225764899996,POINT (-73.90225764899996 40.81185269700006) +178740361,04/28/2018,22:30:00,BROOKLYN,77,0,,false,,,,18-24,M,BLACK,"998,750","183,272",40.66971238,-73.94773162,POINT (-73.94773162 40.66971238000001) +28635706,04/23/2007,16:00:00,QUEENS,104,0,PVT HOUSE,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1011796,193499,40.697752173000026,-73.900661427,POINT (-73.900661427 40.697752173000026) +74363836,08/29/2010,2:45:00,QUEENS,105,0,,true,18-24,M,BLACK,18-24,M,BLACK,1059039,179173,40.65815757100006,-73.73044720399997,POINT 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HISPANIC,999190,229092,40.79547627200003,-73.94604376999997,POINT (-73.94604376999997 40.79547627200003) +76723982,01/05/2011,23:16:00,STATEN ISLAND,123,0,PVT HOUSE,false,18-24,M,BLACK,18-24,M,WHITE,933238,140434,40.55199603500005,-74.18356642299993,POINT (-74.18356642299995 40.55199603500005) +62526977,06/07/2009,14:05:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1017229,176556,40.65122890600002,-73.88115114699998,POINT (-73.88115114699998 40.65122890600002) +92472425,09/05/2013,19:13:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1002388,185584,40.676051596000036,-73.93461108799994,POINT (-73.93461108799994 40.676051596000036) +162514440,03/04/2017,0:20:00,MANHATTAN,25,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,1002785,230463,40.799232486000044,-73.93305619799997,POINT (-73.93305619799997 40.799232486000044) +23354134,07/10/2006,18:50:00,MANHATTAN,28,0,,false,UNKNOWN,M,WHITE 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HISPANIC,1050384,155967,40.594531072000045,-73.76186872699996,POINT (-73.76186872699996 40.594531072000045) +83457188,03/03/2012,0:45:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1010688,239927,40.82518840900008,-73.90447465599993,POINT (-73.90447465599993 40.82518840900008) +139849488,11/26/2014,8:33:00,QUEENS,110,0,MULTI DWELL - APT BUILD,true,,,,25-44,F,BLACK,1022488,207100,40.73504388200007,-73.86202532499993,POINT (-73.86202532499993 40.73504388200007) +156246451,08/28/2016,14:45:00,MANHATTAN,32,0,,true,18-24,M,BLACK,25-44,M,BLACK,1000493,236572,40.81600451200006,-73.94131972799995,POINT (-73.94131972799995 40.81600451200006) +154358256,06/26/2016,4:00:00,BRONX,46,0,,false,,,,25-44,M,BLACK HISPANIC,1008817,250725,40.85483116700004,-73.91119546799997,POINT (-73.91119546799997 40.85483116700004) +64689065,08/12/2009,23:15:00,MANHATTAN,34,0,,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,1003523,249040,40.85021948600007,-73.93033731099996,POINT (-73.93033731099996 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HISPANIC,1012793,239129,40.82299157600005,-73.89687218999995,POINT (-73.89687218999995 40.82299157600005) +24050486,08/27/2006,0:05:00,MANHATTAN,30,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,999751,241188,40.82867545800008,-73.94398971599996,POINT (-73.94398971599996 40.82867545800008) +79409360,06/21/2011,0:19:00,BRONX,47,0,,false,,,,25-44,M,BLACK,1025433,262277,40.886475965000045,-73.85106023499998,POINT (-73.85106023499998 40.886475965000045) +82485719,01/05/2012,14:22:00,MANHATTAN,25,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,25-44,M,BLACK,1001769,234797,40.811130194000036,-73.93671450599999,POINT (-73.93671450599999 40.811130194000036) +62746078,06/14/2009,0:44:00,BRONX,44,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1005347,241865,40.83052203600005,-73.92376685699998,POINT (-73.92376685699998 40.83052203600005) +83264350,02/20/2012,16:12:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC 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HISPANIC,25-44,M,BLACK,984590,206430,40.73328754200002,-73.99877464099995,POINT (-73.99877464099995 40.73328754200002) +78378013,04/22/2011,22:52:00,BROOKLYN,73,0,RESTAURANT/DINER,false,<18,M,BLACK,18-24,M,BLACK,1007645,180598,40.66235381200005,-73.91567608599996,POINT (-73.91567608599996 40.66235381200005) +140595788,01/18/2015,13:54:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1005569,186646,40.678959457000076,-73.92313972699996,POINT (-73.92313972699996 40.678959457000076) +90075275,04/11/2013,14:00:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,1010674,239150,40.82305580800004,-73.90452830099997,POINT (-73.90452830099997 40.82305580800004) +54154416,11/18/2008,5:24:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,1007645,180598,40.66235381200005,-73.91567608599996,POINT (-73.91567608599996 40.66235381200005) +34687232,09/29/2007,3:34:00,BRONX,48,0,,false,25-44,M,BLACK,25-44,M,BLACK,1017496,246631,40.843565940000076,-73.87984252999998,POINT 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HISPANIC,1009377,248932,40.84990834000007,-73.90917787399997,POINT (-73.90917787399997 40.84990834000007) +85646336,07/08/2012,4:35:00,QUEENS,101,0,,false,,,,25-44,F,BLACK,1051507,160091,40.60584212400005,-73.75778403299995,POINT (-73.75778403299995 40.605842124000056) +87455767,10/27/2012,17:30:00,BRONX,46,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,1012953,251042,40.85568876000008,-73.89624310999993,POINT (-73.89624310999993 40.855688760000085) +72744268,05/16/2010,8:10:00,MANHATTAN,28,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,997306,234542,40.81043801200008,-73.952837473,POINT (-73.952837473 40.81043801200008) +63323772,07/01/2009,11:23:00,BRONX,44,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,65+,M,WHITE HISPANIC,1005652,243250,40.834322728000075,-73.92266031299994,POINT (-73.92266031299994 40.834322728000075) +50743483,09/01/2008,14:30:00,BROOKLYN,71,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,994938,180017,40.660783550000076,-73.96147833599997,POINT 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HISPANIC,1020546,245734,40.841091931000044,-73.86882397799997,POINT (-73.86882397799997 40.841091931000044) +78168697,04/10/2011,21:08:00,BRONX,47,0,,false,18-24,M,WHITE HISPANIC,18-24,F,BLACK HISPANIC,1022906,261824,40.88524405400005,-73.86020190599999,POINT (-73.86020190599999 40.88524405400005) +92597741,09/13/2013,21:10:00,BROOKLYN,67,0,,false,25-44,M,BLACK,25-44,M,BLACK,1005664,177306,40.653323009000076,-73.92282688699999,POINT (-73.92282688699999 40.65332300900008) +76663358,01/01/2011,2:10:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,F,BLACK HISPANIC,1000866,226632,40.788721243000055,-73.93999677399995,POINT (-73.93999677399995 40.788721243000055) +25408352,11/21/2006,20:17:00,BRONX,40,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK,25-44,F,WHITE HISPANIC,1008352,233839,40.808485244000046,-73.91293703799995,POINT (-73.91293703799995 40.808485244000046) +91500044,07/06/2013,18:20:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK 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BUILD,false,45-64,F,WHITE HISPANIC,45-64,M,BLACK,1008096,233595,40.807816227000046,-73.91386266099995,POINT (-73.91386266099995 40.807816227000046) +88406684,01/04/2013,2:00:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,,,,25-44,F,BLACK,1000401,176197,40.65029020700007,-73.94179701999997,POINT (-73.94179701999997 40.65029020700007) +65192507,08/27/2009,23:00:00,BRONX,46,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1007854,250404,40.85395274500007,-73.91467769499997,POINT (-73.91467769499997 40.85395274500007) +62122829,05/26/2009,0:50:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,F,BLACK,1009013,236135,40.814785296000025,-73.91054081799997,POINT (-73.91054081799997 40.814785296000025) +69941914,01/18/2010,14:26:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,997621,194157,40.699590998000076,-73.95177985899994,POINT (-73.95177985899994 40.699590998000076) +190755624,12/04/2018,14:20:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC 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HISPANIC,<18,M,WHITE HISPANIC,979950,173119,40.64185544100008,-74.01549567599994,POINT (-74.01549567599994 40.64185544100008) +60076502,03/27/2009,0:16:00,BROOKLYN,63,0,,true,,,,25-44,M,BLACK,1000448,168068,40.627977755000074,-73.94164715699996,POINT (-73.94164715699996 40.62797775500008) +81308610,10/21/2011,14:33:00,BROOKLYN,73,0,,true,<18,M,WHITE HISPANIC,<18,F,BLACK,1009780,183424,40.67010465200008,-73.90796995799997,POINT (-73.90796995799997 40.67010465200008) +73427098,06/28/2010,17:03:00,MANHATTAN,28,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,45-64,M,BLACK,996726,231664,40.80253953400006,-73.95493803499993,POINT (-73.95493803499993 40.80253953400006) +10038632,01/05/2006,19:12:00,BRONX,41,0,NONE,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1011607,236142,40.81479685700003,-73.90116952199998,POINT (-73.90116952199998 40.81479685700003) +150705404,02/25/2016,19:00:00,MANHATTAN,28,0,COMMERCIAL BLDG,false,,,,25-44,M,WHITE HISPANIC,998954,233791,40.80837413600005,-73.94688582299993,POINT (-73.94688582299993 40.80837413600005) +25452379,11/23/2006,22:47:00,MANHATTAN,33,0,,true,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1001936,245282,40.83990820100007,-73.93608358699998,POINT (-73.93608358699998 40.83990820100007) +94703199,01/30/2014,17:07:00,BRONX,44,0,,false,<18,M,BLACK,18-24,M,BLACK HISPANIC,1006174,245765,40.841224391000026,-73.92076572399996,POINT (-73.92076572399996 40.841224391000026) +137018805,05/31/2014,23:00:00,BROOKLYN,69,2,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1016435,169704,40.63242457100006,-73.88404526199997,POINT (-73.88404526199997 40.63242457100006) +12835937,05/05/2006,22:30:00,BRONX,44,0,,false,UNKNOWN,U,UNKNOWN,<18,M,WHITE HISPANIC,1006176,243360,40.83462336000007,-73.92076635799998,POINT (-73.92076635799998 40.83462336000007) +25260906,11/12/2006,5:05:00,BRONX,46,0,,false,UNKNOWN,M,BLACK,25-44,M,WHITE HISPANIC,1011756,252027,40.85839609900006,-73.90056609399994,POINT 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HISPANIC,18-24,M,WHITE HISPANIC,1019272,185752,40.676462024000045,-73.873740791,POINT (-73.873740791 40.676462024000045) +139033935,10/05/2014,3:45:00,BRONX,52,0,,true,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1013228,253750,40.86312050500004,-73.89523730699995,POINT (-73.89523730699995 40.86312050500004) +86877083,09/22/2012,21:24:00,MANHATTAN,5,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,985275,197741,40.70943827700007,-73.99630430899998,POINT (-73.99630430899998 40.70943827700007) +168631300,08/30/2017,14:47:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,1010184,182785,40.66834956600008,-73.90651606299997,POINT (-73.90651606299997 40.66834956600008) +55237637,12/28/2008,21:22:00,BRONX,49,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1025142,256702,40.87117569000004,-73.85214668599998,POINT (-73.85214668599998 40.87117569000004) +142794320,05/10/2015,2:59:00,STATEN ISLAND,120,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK 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HOUS,false,25-44,M,BLACK,25-44,M,BLACK,"1,022,078","183,185",40.66940465,-73.86363907,POINT (-73.86363907 40.66940465) +143551785,06/09/2015,0:42:00,BROOKLYN,70,0,,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,994524,175698,40.648929328000065,-73.96297710799998,POINT (-73.96297710799998 40.64892932800007) +56422560,02/08/2009,3:45:00,BRONX,44,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,25-44,M,BLACK,1007072,239961,40.825291812000046,-73.91754000199995,POINT (-73.91754000199995 40.825291812000046) +82257070,12/19/2011,19:22:00,BROOKLYN,81,0,,false,,,,<18,M,BLACK,1005864,186625,40.67890110200005,-73.92207622699993,POINT (-73.92207622699993 40.67890110200005) +84854142,05/21/2012,19:31:00,BROOKLYN,71,0,SHOE STORE,false,18-24,M,BLACK,25-44,M,BLACK,1003343,182730,40.66821599900004,-73.93117624799999,POINT (-73.93117624799999 40.66821599900004) +73517110,07/04/2010,19:49:00,MANHATTAN,32,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,999834,236320,40.81531402900004,-73.943701107,POINT 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HISPANIC,1020237,210724,40.74500029700005,-73.87012832399995,POINT (-73.87012832399995 40.74500029700005) +153129425,05/16/2016,21:00:00,QUEENS,103,0,,false,,,,18-24,M,BLACK,1052143,197040,40.70725379300006,-73.75512158799995,POINT (-73.75512158799995 40.70725379300006) +138256211,08/16/2014,21:55:00,MANHATTAN,23,0,,false,,,,<18,M,BLACK HISPANIC,1001557,228247,40.793152657000064,-73.937497233,POINT (-73.937497233 40.793152657000064) +73398058,06/26/2010,2:40:00,BROOKLYN,83,0,,true,,,,25-44,M,BLACK,1009333,191223,40.69151240700006,-73.90955229099995,POINT (-73.90955229099995 40.69151240700006) +92952484,10/05/2013,1:39:00,QUEENS,113,0,,true,,,,25-44,M,BLACK,1050881,184342,40.67241042400008,-73.75979899599997,POINT (-73.75979899599997 40.67241042400008) +61170269,04/25/2009,5:00:00,MANHATTAN,34,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1004500,250318,40.85372503000008,-73.926801992,POINT (-73.926801992 40.85372503000008) +87052744,10/03/2012,22:30:00,QUEENS,114,2,MULTI DWELL - PUBLIC 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HISPANIC,25-44,M,WHITE HISPANIC,997331,236781,40.816583405000074,-73.95274279899996,POINT (-73.95274279899996 40.816583405000074) +139821831,11/25/2014,1:00:00,BRONX,44,0,,false,,,,25-44,M,WHITE HISPANIC,1006490,244533,40.837842121000044,-73.91962775199994,POINT (-73.91962775199994 40.837842121000044) +92152096,08/16/2013,1:34:00,BRONX,46,0,,false,<18,M,BLACK,18-24,M,BLACK,1010275,252128,40.858677804000074,-73.90591957499998,POINT (-73.90591957499998 40.858677804000074) +163887654,04/18/2017,8:35:00,BROOKLYN,76,0,GROCERY/BODEGA,false,25-44,M,BLACK,45-64,M,WHITE HISPANIC,982885,185703,40.67639669900007,-74.00492250999997,POINT (-74.00492250999997 40.67639669900007) +147998800,11/21/2015,3:56:00,QUEENS,108,0,,true,,,,25-44,M,WHITE,1007668,209837,40.74260792000007,-73.91549151399995,POINT (-73.91549151399995 40.74260792000007) +151218252,03/14/2016,20:50:00,BRONX,42,0,,false,,,,18-24,M,BLACK HISPANIC,1009616,241691,40.83003322700006,-73.90834137499998,POINT (-73.90834137499998 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HISPANIC,1006211,189585,40.68702477200002,-73.92081553699995,POINT (-73.92081553699995 40.68702477200002) +33809961,08/17/2007,0:02:00,BROOKLYN,75,0,,false,45-64,M,BLACK,25-44,M,BLACK,1020669,186254,40.67783426300008,-73.86870164799996,POINT (-73.86870164799996 40.67783426300008) +139487360,11/03/2014,21:32:00,MANHATTAN,30,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,999990,240314,40.82627615500007,-73.94312815799998,POINT (-73.94312815799998 40.82627615500007) +147843162,11/16/2015,19:35:00,BRONX,47,0,PVT HOUSE,false,,,,<18,M,BLACK,1021058,259407,40.878618049000075,-73.86689847599996,POINT (-73.86689847599996 40.87861804900008) +49834896,08/04/2008,3:54:00,BRONX,41,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,25-44,M,BLACK,1013526,236951,40.817011183000034,-73.89423327699996,POINT (-73.89423327699996 40.817011183000034) +79497792,06/26/2011,12:14:00,BROOKLYN,79,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,998368,189350,40.68639573400003,-73.949095931,POINT (-73.94909593100002 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BUILD,false,,,,25-44,M,BLACK,"1,011,394","254,706",40.86575026,-73.90186389,POINT (-73.90186389 40.86575026) +75108228,10/16/2010,23:10:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK,997102,172326,40.639670548000026,-73.95369321599996,POINT (-73.95369321599998 40.639670548000026) +77792077,03/19/2011,5:21:00,BROOKLYN,78,0,HOSPITAL,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,988218,181894,40.66594106100007,-73.98569834699998,POINT (-73.98569834699998 40.66594106100007) +52144003,10/13/2008,2:11:00,BROOKLYN,63,0,,true,,,,18-24,M,BLACK,986384,168683,40.62968035100005,-73.99231338099996,POINT (-73.99231338099996 40.62968035100005) +86990680,09/30/2012,4:20:00,MANHATTAN,7,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,988917,200245,40.71630999200005,-73.98316601399995,POINT (-73.98316601399995 40.71630999200005) +139565486,11/07/2014,20:52:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK 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BUILD,false,25-44,M,BLACK,45-64,M,BLACK,1017731,261744,40.88504562900005,-73.87891768599997,POINT (-73.87891768599997 40.885045629000054) +144732381,07/23/2015,1:10:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,1023322,182764,40.66824369500005,-73.85915715199997,POINT (-73.85915715199997 40.66824369500005) +76606766,12/26/2010,19:21:00,BROOKLYN,77,0,MULTI DWELL - PUBLIC HOUS,true,,,,25-44,M,BLACK,1002388,185584,40.676051596000036,-73.93461108799994,POINT (-73.93461108799994 40.676051596000036) +79653954,07/05/2011,1:00:00,QUEENS,105,0,,false,,,,18-24,M,BLACK HISPANIC,1057663,178573,40.65652222400007,-73.73541307899995,POINT (-73.73541307899995 40.65652222400007) +169924415,10/01/2017,18:06:00,QUEENS,105,0,,false,,,,25-44,M,BLACK,1057535,181652,40.664974424000036,-73.73584093799997,POINT (-73.73584093799997 40.664974424000036) +32898439,07/03/2007,1:03:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1000876,191779,40.69305842500006,-73.94004680099994,POINT 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CLUB,false,25-44,M,BLACK,25-44,M,BLACK,1025317,267440,40.90064728300007,-73.85144809199994,POINT (-73.85144809199994 40.90064728300007) +67431955,11/03/2009,14:28:00,BROOKLYN,90,0,,true,,,,25-44,M,WHITE HISPANIC,998485,197853,40.709734301000026,-73.94865609199996,POINT (-73.94865609199996 40.709734301000026) +153710635,06/04/2016,3:35:00,BRONX,44,0,,false,,,,18-24,M,BLACK HISPANIC,1005065,246324,40.84276136600005,-73.92477203499998,POINT (-73.92477203499998 40.84276136600005) +89531650,03/09/2013,0:35:00,BROOKLYN,73,0,,false,,,,25-44,M,UNKNOWN,1007700,180317,40.661582383000045,-73.91547882099997,POINT (-73.91547882099997 40.661582383000045) +28980868,05/12/2007,21:31:00,MANHATTAN,28,0,COMMERCIAL BLDG,false,UNKNOWN,M,BLACK,25-44,F,BLACK,997835,230900,40.80044092700007,-73.95093386399996,POINT (-73.95093386399996 40.80044092700007) +154049393,06/15/2016,6:40:00,BRONX,47,0,PVT HOUSE,true,25-44,M,BLACK,25-44,F,BLACK,1022562,262118,40.886052491000044,-73.86144429999997,POINT 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BUILD,false,25-44,M,BLACK,25-44,M,BLACK,1028310,265369,40.894948621000026,-73.84063503899995,POINT (-73.84063503899995 40.894948621000026) +24378768,09/18/2006,19:52:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,true,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,999008,181467,40.664757631000036,-73.94680553199998,POINT (-73.94680553199998 40.664757631000036) +138364637,08/23/2014,23:38:00,QUEENS,104,0,,false,,,,18-24,F,WHITE,1010096,194817,40.701374902000055,-73.90678712799998,POINT (-73.90678712799998 40.701374902000055) +74788925,09/24/2010,23:23:00,BRONX,42,0,,false,,,,25-44,M,BLACK,1015687,244209,40.83692488600008,-73.88639202999997,POINT (-73.88639202999997 40.83692488600008) +11118239,04/28/2006,21:50:00,MANHATTAN,13,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,WHITE HISPANIC,<18,M,BLACK,989865,209425,40.741506303000044,-73.97973860099995,POINT (-73.97973860099995 40.741506303000044) +60049264,03/29/2009,3:10:00,STATEN ISLAND,120,0,SOCIAL CLUB/POLICY 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HISPANIC,1000805,200665,40.71744853400003,-73.94028098699994,POINT (-73.94028098699994 40.71744853400003) +32155711,06/06/2007,0:25:00,BRONX,52,0,MULTI DWELL - APT BUILD,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1017673,256946,40.87187683500007,-73.87915137999995,POINT (-73.87915137999995 40.87187683500007) +24591357,10/01/2006,5:40:00,BRONX,47,0,GROCERY/BODEGA,false,UNKNOWN,M,BLACK,45-64,M,BLACK,1021345,259219,40.87810084700004,-73.86586168599996,POINT (-73.86586168599996 40.87810084700004) +73940073,08/01/2010,18:57:00,BROOKLYN,84,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,WHITE,986310,193338,40.69735289400006,-73.99257244799998,POINT (-73.99257244799998 40.69735289400006) +10619080,03/03/2006,11:15:00,BROOKLYN,90,0,JEWELRY STORE,false,UNKNOWN,M,BLACK,45-64,M,WHITE,1000273,194683,40.70103034200002,-73.94221435599997,POINT (-73.94221435599997 40.70103034200002) 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HISPANIC,1013013,237638,40.81889848900005,-73.89608369599993,POINT (-73.89608369599993 40.81889848900005) +186329303,08/12/2018,17:06:00,BRONX,46,0,TELECOMM. 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PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1000102,229680,40.79708858400005,-73.94274857999993,POINT (-73.94274857999993 40.79708858400005) +16733781,06/12/2006,13:56:00,BROOKLYN,83,0,,false,18-24,M,BLACK,18-24,M,BLACK,1006892,190126,40.68850797600004,-73.91835820399997,POINT (-73.91835820399997 40.68850797600004) +34795356,10/03/2007,22:20:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1010838,181519,40.66487273900003,-73.90416355699995,POINT (-73.90416355699995 40.66487273900003) +79409359,06/20/2011,18:39:00,BRONX,50,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,<18,M,WHITE HISPANIC,1012082,259912,40.88003698600005,-73.89935484099993,POINT (-73.89935484099993 40.88003698600005) +76691606,01/03/2011,22:45:00,BROOKLYN,69,0,,false,18-24,M,BLACK,18-24,M,BLACK,1011563,171922,40.63852886800004,-73.90158911899994,POINT (-73.90158911899994 40.63852886800004) +91926716,08/01/2013,14:13:00,BROOKLYN,77,0,,false,,,,45-64,M,BLACK,1005558,185073,40.67464195400004,-73.92318435799997,POINT (-73.92318435799997 40.67464195400004) +93533317,11/11/2013,21:30:00,BRONX,49,0,,false,,,,25-44,M,BLACK,1020625,253123,40.861372201000044,-73.86849837599993,POINT (-73.86849837599993 40.861372201000044) +55256120,12/26/2008,22:36:00,BROOKLYN,68,0,,false,UNKNOWN,M,WHITE,25-44,M,WHITE,973869,163157,40.614506805000076,-74.03739207899997,POINT (-74.03739207899997 40.614506805000076) +69526318,01/02/2010,23:30:00,BROOKLYN,73,0,,false,25-44,M,BLACK,25-44,M,BLACK,1007588,179461,40.65923314900005,-73.91588547299993,POINT (-73.91588547299993 40.65923314900005) +64213920,07/29/2009,12:31:00,BROOKLYN,63,0,PVT HOUSE,false,UNKNOWN,M,BLACK,<18,F,BLACK,1001697,167157,40.62547488000007,-73.93714991499998,POINT (-73.93714991499998 40.62547488000007) +26395842,01/20/2007,2:31:00,QUEENS,105,0,,false,,,,25-44,M,BLACK,1057635,177816,40.654444667000064,-73.73552223199994,POINT (-73.73552223199994 40.654444667000064) +36073804,12/01/2007,22:00:00,BROOKLYN,79,2,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,25-44,M,BLACK,998368,189350,40.68639573400003,-73.949095931,POINT (-73.94909593100002 40.68639573400004) +85744760,07/15/2012,2:21:00,BRONX,43,0,,false,,,,18-24,M,BLACK HISPANIC,1024649,237276,40.81785935200002,-73.85404627199993,POINT (-73.85404627199993 40.81785935200002) +137670655,07/11/2014,0:40:00,QUEENS,114,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1002603,220529,40.771966689000074,-73.93374068899993,POINT (-73.93374068899993 40.771966689000074) +74420477,09/01/2010,21:22:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,<18,M,BLACK,1014592,182832,40.668464561000064,-73.89062616399997,POINT (-73.89062616399997 40.668464561000064) +84410872,04/25/2012,18:16:00,BRONX,43,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1020048,242979,40.83353229400007,-73.87063850199996,POINT (-73.87063850199996 40.83353229400007) +69794646,01/09/2010,18:05:00,MANHATTAN,23,0,,true,<18,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,999084,227317,40.79060455600006,-73.94643052299993,POINT (-73.94643052299995 40.79060455600006) +81496700,11/02/2011,1:14:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1017299,241134,40.82847901700006,-73.88058161799995,POINT (-73.88058161799995 40.82847901700006) +185525630,07/23/2018,21:10:00,MANHATTAN,34,0,,false,,,,25-44,M,WHITE HISPANIC,"1,005,202","253,699",40.86300322,-73.92425384,POINT (-73.92425384 40.86300322) +32165195,06/11/2007,21:29:00,QUEENS,106,0,GROCERY/BODEGA,true,,,,45-64,M,WHITE HISPANIC,1028605,187930,40.68239828900005,-73.84007936899997,POINT (-73.84007936899997 40.68239828900005) +160509026,01/21/2017,14:47:00,BROOKLYN,67,0,,false,18-24,M,BLACK,25-44,M,BLACK,999132,175384,40.64806092200007,-73.94637199099996,POINT (-73.94637199099996 40.64806092200007) +154748071,07/09/2016,1:19:00,STATEN ISLAND,121,0,,false,,,,45-64,M,WHITE,937282,165404,40.62055593600007,-74.16918780899994,POINT (-74.16918780899995 40.62055593600007) +138882700,09/26/2014,11:58:00,BROOKLYN,81,0,CLOTHING BOUTIQUE,false,,,,25-44,M,BLACK,1005870,186814,40.679419849000055,-73.92205398799997,POINT (-73.92205398799997 40.679419849000055) +72143592,04/09/2010,19:38:00,BROOKLYN,75,0,,true,18-24,M,BLACK,<18,M,BLACK,1013316,183163,40.66937736300008,-73.895224392,POINT (-73.895224392 40.66937736300008) +167664433,08/02/2017,2:15:00,BROOKLYN,81,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,25-44,M,BLACK,1002557,192954,40.69628021000005,-73.93398179299999,POINT (-73.93398179299999 40.69628021000005) +86374479,08/21/2012,23:30:00,BRONX,52,0,,true,25-44,M,BLACK HISPANIC,25-44,M,BLACK,1014746,255254,40.86724341300004,-73.88974244399996,POINT (-73.88974244399996 40.86724341300004) +80991527,10/01/2011,0:20:00,BRONX,46,0,MULTI DWELL - 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APT BUILD,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1012901,254530,40.86526243400005,-73.89641617399997,POINT (-73.89641617399997 40.86526243400005) +73720008,07/17/2010,2:21:00,QUEENS,114,0,COMMERCIAL BLDG,false,,,,18-24,M,WHITE,1008750,221802,40.77544584100008,-73.91154323799998,POINT (-73.91154323799998 40.77544584100008) +60120572,03/31/2009,19:31:00,BROOKLYN,75,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1013968,184006,40.67168904400006,-73.89287034999995,POINT (-73.89287034999995 40.67168904400006) +88405639,01/03/2013,18:31:00,BRONX,47,0,,false,25-44,M,BLACK,UNKNOWN,M,BLACK HISPANIC,1023902,256264,40.86997917300005,-73.856632785,POINT (-73.856632785 40.86997917300005) +34597533,09/24/2007,2:35:00,BRONX,41,0,MULTI DWELL - APT BUILD,false,<18,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1011581,235322,40.81254626700007,-73.90126678999997,POINT (-73.90126678999997 40.81254626700007) +190950367,12/08/2018,15:22:00,BROOKLYN,69,0,,false,25-44,F,BLACK,UNKNOWN,U,UNKNOWN,"1,013,460","170,061",40.63341477,-73.89476204,POINT (-73.89476204 40.63341477) +141108397,02/23/2015,16:39:00,MANHATTAN,9,2,MULTI DWELL - 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APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK,996547,184480,40.67303140400003,-73.95567082599996,POINT (-73.95567082599996 40.67303140400003) +67406105,11/02/2009,8:57:00,BRONX,48,0,,false,,,,25-44,M,BLACK HISPANIC,1017865,246090,40.842079658000046,-73.87851158999997,POINT (-73.87851158999997 40.842079658000046) +82009454,12/04/2011,2:00:00,BRONX,41,0,,false,,,,18-24,M,BLACK,1014540,239903,40.82511016600006,-73.89055658299998,POINT (-73.89055658299998 40.82511016600006) +37172593,12/21/2007,17:00:00,BROOKLYN,75,0,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +84945381,05/26/2012,0:44:00,MANHATTAN,5,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,984657,197499,40.708774095000074,-73.99853342599994,POINT (-73.99853342599994 40.708774095000074) +83782602,03/20/2012,20:25:00,BROOKLYN,88,0,MULTI DWELL - PUBLIC HOUS,true,,,,18-24,M,BLACK,989935,192389,40.69474652400004,-73.97950037699997,POINT (-73.97950037699997 40.69474652400004) +163842652,04/16/2017,21:28:00,BROOKLYN,69,0,,true,,,,18-24,M,BLACK,1006904,170558,40.63479812100008,-73.91838067599997,POINT (-73.91838067599997 40.63479812100008) +28635705,04/23/2007,12:19:00,BROOKLYN,79,0,,false,,,,25-44,M,BLACK,999634,190253,40.688872153000034,-73.94452903199993,POINT (-73.94452903199993 40.688872153000034) +80663898,09/10/2011,1:16:00,BRONX,50,0,,false,,,,18-24,M,BLACK HISPANIC,1011106,258521,40.87622214700008,-73.90288984499993,POINT (-73.90288984499995 40.87622214700008) +28560895,04/19/2007,20:29:00,BROOKLYN,79,2,MULTI DWELL - 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ISLANDER,1003552,190547,40.68967143800006,-73.93040046999994,POINT (-73.93040046999994 40.68967143800006) +51559644,09/22/2008,2:10:00,MANHATTAN,20,0,MULTI DWELL - PUBLIC HOUS,true,,,,25-44,M,BLACK,987555,221220,40.77388173600008,-73.98806889999997,POINT (-73.98806889999997 40.77388173600008) +86990419,09/30/2012,1:42:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,true,,,,25-44,M,BLACK,991703,192337,40.69460248300004,-73.97312472899995,POINT (-73.97312472899995 40.69460248300005) +23354062,06/28/2006,22:56:00,MANHATTAN,32,0,,true,,,,18-24,M,BLACK,999428,236544,40.815929553000046,-73.94516735699995,POINT (-73.94516735699995 40.815929553000046) +44874422,03/27/2008,23:30:00,BRONX,40,0,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,1004743,235014,40.81171940000007,-73.92597034799998,POINT (-73.92597034799998 40.81171940000007) +77443443,02/25/2011,1:12:00,BROOKLYN,81,0,MULTI DWELL - APT 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HISPANIC,18-24,M,UNKNOWN,1002603,220529,40.771966689000074,-73.93374068899993,POINT (-73.93374068899993 40.771966689000074) +148511116,12/13/2015,2:00:00,BRONX,45,0,,false,,,,25-44,M,BLACK,1032226,260555,40.881715306000046,-73.82650526599997,POINT (-73.82650526599997 40.881715306000046) +23846692,08/13/2006,17:40:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +74356046,08/28/2010,2:33:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK HISPANIC,1009100,235660,40.813481309000046,-73.91022827399996,POINT (-73.91022827399996 40.813481309000046) +147275864,10/26/2015,18:09:00,BROOKLYN,88,0,,false,<18,M,BLACK,<18,M,BLACK,992112,185590,40.676083154000025,-73.97165768099995,POINT (-73.97165768099995 40.676083154000025) +154177371,06/21/2016,2:35:00,MANHATTAN,9,0,,false,,,,18-24,M,BLACK,989421,202605,40.72278734400004,-73.98134610299998,POINT (-73.98134610299998 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HISPANIC,18-24,M,BLACK,1018637,182648,40.66794473600004,-73.87604591299998,POINT (-73.87604591299998 40.66794473600004) +151527036,03/24/2016,18:11:00,STATEN ISLAND,121,2,MULTI DWELL - PUBLIC HOUS,false,45-64,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,938890,170112,40.633486765000036,-74.163427185,POINT (-74.163427185 40.633486765000036) +80390847,08/21/2011,19:23:00,BRONX,47,0,,true,18-24,M,BLACK,<18,M,BLACK,1020099,257465,40.87329181000007,-73.87037674299995,POINT (-73.87037674299995 40.87329181000007) +151586094,03/27/2016,7:52:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,987061,148773,40.575031251000034,-73.98988266699997,POINT (-73.98988266699997 40.575031251000034) +138554663,09/05/2014,3:18:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK HISPANIC,999005,181250,40.66416202000005,-73.94681681999998,POINT (-73.94681681999998 40.66416202000005) 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HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1000562,237573,40.81875184800003,-73.94106801599996,POINT (-73.94106801599996 40.81875184800003) +75653397,11/21/2010,13:34:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,true,,,,<18,M,BLACK,1019193,183433,40.670097208000065,-73.87403762199995,POINT (-73.87403762199995 40.670097208000065) +145179748,08/09/2015,0:25:00,MANHATTAN,33,0,,false,,,,18-24,M,BLACK,998914,243775,40.83577745900004,-73.94700850099997,POINT (-73.94700850099997 40.83577745900004) +84574480,05/06/2012,4:35:00,MANHATTAN,34,0,GROCERY/BODEGA,false,,,,25-44,M,WHITE HISPANIC,1004115,253616,40.862777925000046,-73.92818391099996,POINT (-73.92818391099996 40.862777925000046) +88254246,12/23/2012,16:58:00,BRONX,46,0,,true,18-24,M,BLACK HISPANIC,25-44,M,BLACK HISPANIC,1010760,248008,40.847368191000044,-73.90418256499999,POINT (-73.90418256499999 40.847368191000044) +41585157,03/04/2008,12:40:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK,1002275,184002,40.67170959300007,-73.93502270099998,POINT (-73.93502270099998 40.67170959300007) +163875944,04/17/2017,22:05:00,BRONX,52,0,,false,18-24,M,WHITE HISPANIC,<18,M,BLACK HISPANIC,1013115,255492,40.867902134000076,-73.89563833299998,POINT (-73.89563833299998 40.867902134000076) +28135657,03/28/2007,15:23:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,<18,M,BLACK,998032,175598,40.648650085000035,-73.95033556299995,POINT (-73.95033556299995 40.648650085000035) +87452314,10/28/2012,3:40:00,STATEN ISLAND,120,0,,false,,,,18-24,M,BLACK,961493,166569,40.62384888900005,-74.08197985899994,POINT (-74.08197985899994 40.62384888900005) +72569994,05/05/2010,23:02:00,MANHATTAN,34,0,GROCERY/BODEGA,true,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1006605,254113,40.86413608500004,-73.91918020999998,POINT (-73.91918020999998 40.86413608500004) +186875652,08/24/2018,20:05:00,BRONX,43,2,MULTI DWELL - PUBLIC 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HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1015449,170671,40.63508230600007,-73.88759314999999,POINT (-73.88759314999999 40.63508230600008) +47851704,06/28/2008,0:05:00,BROOKLYN,70,0,,false,,,,<18,M,BLACK,991547,168934,40.63036654500007,-73.97371261299998,POINT (-73.97371261299998 40.63036654500007) +68079286,11/22/2009,2:37:00,BRONX,50,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,WHITE HISPANIC,1011373,258416,40.87593313800004,-73.90192479599993,POINT (-73.90192479599993 40.87593313800004) +172991324,12/26/2017,20:30:00,BRONX,44,0,,true,18-24,M,BLACK HISPANIC,<18,M,WHITE HISPANIC,1007509,244581,40.837971242000044,-73.91594499799999,POINT (-73.91594499799999 40.837971242000044) +190990367,12/10/2018,8:48:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,"1,010,707","182,888",40.66863073,-73.90463038,POINT (-73.90463038 40.66863073) +70908228,01/25/2010,19:02:00,BROOKLYN,67,0,,true,,,,18-24,M,BLACK,999756,174276,40.64501863000004,-73.94412586299995,POINT (-73.94412586299995 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BUILD,false,,,,<18,M,BLACK HISPANIC,1000289,243609,40.83531944700008,-73.94203990499993,POINT (-73.94203990499993 40.83531944700008) +137371869,06/22/2014,1:05:00,BRONX,47,0,,true,18-24,M,BLACK,<18,F,BLACK,1023942,264415,40.89235092600006,-73.85643985999997,POINT (-73.85643985999997 40.89235092600007) +28832626,05/03/2007,23:00:00,MANHATTAN,33,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1001936,245282,40.83990820100007,-73.93608358699998,POINT (-73.93608358699998 40.83990820100007) +91892116,07/30/2013,3:30:00,BRONX,47,2,MULTI DWELL - PUBLIC HOUS,false,25-44,F,WHITE HISPANIC,25-44,M,BLACK,1026013,261421,40.88412379000005,-73.84896796499999,POINT (-73.84896796499999 40.88412379000005) +46715550,05/24/2008,0:50:00,BRONX,44,0,,true,25-44,M,BLACK,25-44,M,BLACK,1006434,244344,40.83732351100008,-73.91983075699994,POINT (-73.91983075699994 40.83732351100008) +27026437,02/23/2007,2:58:00,QUEENS,113,0,,true,25-44,M,BLACK,18-24,F,BLACK,1052559,188505,40.68382408600007,-73.75370770099995,POINT 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ISLANDER,1016400,237056,40.817289387000066,-73.88384961499997,POINT (-73.88384961499997 40.81728938700007) +53765755,11/04/2008,19:37:00,BRONX,52,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1010821,254193,40.86434397700003,-73.90393756899994,POINT (-73.90393756899994 40.86434397700003) +23501816,07/21/2006,23:42:00,BROOKLYN,81,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,25-44,F,WHITE HISPANIC,1004959,189805,40.687631639000074,-73.92532925999996,POINT (-73.92532925999996 40.687631639000074) +80484245,08/27/2011,0:40:00,QUEENS,113,0,PVT HOUSE,false,18-24,M,BLACK,<18,F,BLACK,1040364,188626,40.684241913000044,-73.7976766,POINT (-73.7976766 40.684241913000044) +169924413,09/29/2017,19:30:00,BRONX,49,0,,true,45-64,M,BLACK,25-44,M,BLACK,1020929,254201,40.86432972400007,-73.86739345499996,POINT (-73.86739345499996 40.86432972400007) +144943455,07/30/2015,22:57:00,BROOKLYN,83,0,,false,,,,18-24,M,BLACK,1007103,189971,40.68808199500006,-73.91759789999998,POINT (-73.91759789999998 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HISPANIC,25-44,M,BLACK,1001430,237389,40.81824517500007,-73.9379325,POINT (-73.9379325 40.81824517500007) +152910971,05/09/2016,20:40:00,BRONX,46,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK,1011539,251548,40.85708206200008,-73.90135250799993,POINT (-73.90135250799993 40.85708206200008) +33413510,07/28/2007,12:29:00,BROOKLYN,79,0,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,995619,190846,40.69050586900005,-73.95900552099994,POINT (-73.95900552099994 40.69050586900005) +152146929,04/14/2016,22:44:00,MANHATTAN,9,0,,true,18-24,M,BLACK,18-24,M,BLACK,990398,204361,40.72760651400005,-73.97781978999996,POINT (-73.97781978999996 40.72760651400005) +74682317,09/19/2010,22:53:00,BROOKLYN,83,0,,false,,,,25-44,M,BLACK,1009133,190954,40.69077462900003,-73.91027448199996,POINT (-73.91027448199996 40.69077462900003) +73574805,07/07/2010,22:25:00,BROOKLYN,67,0,,false,18-24,M,BLACK,18-24,M,BLACK,998673,172805,40.64098288100007,-73.94803157699994,POINT (-73.94803157699994 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HISPANIC,25-44,M,WHITE HISPANIC,996208,238650,40.82171487700003,-73.95679660999998,POINT (-73.95679660999998 40.82171487700003) +92775660,09/25/2013,4:40:00,BRONX,46,2,,true,18-24,M,WHITE HISPANIC,25-44,M,BLACK,1005852,247414,40.845751206000045,-73.92192415499993,POINT (-73.92192415499993 40.845751206000045) +46676419,05/24/2008,11:40:00,QUEENS,110,0,,false,18-24,M,WHITE HISPANIC,25-44,F,WHITE HISPANIC,1016026,211627,40.747494938000045,-73.88532107399999,POINT (-73.88532107399999 40.747494938000045) +23710963,08/05/2006,2:30:00,BROOKLYN,73,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,1008427,183518,40.670366460000025,-73.91284696199995,POINT (-73.91284696199995 40.670366460000025) +140697172,01/25/2015,23:13:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1018645,187979,40.682577088000066,-73.87598987099993,POINT (-73.87598987099993 40.682577088000066) +63701789,07/14/2009,0:47:00,QUEENS,102,0,,false,25-44,M,BLACK,25-44,M,BLACK,1031076,193779,40.69843969400005,-73.83112953899997,POINT 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HISPANIC,1017772,240710,40.82731347600002,-73.87887459299998,POINT (-73.87887459299998 40.82731347600002) +137696452,07/12/2014,19:55:00,BROOKLYN,75,0,,false,25-44,M,BLACK,18-24,M,BLACK,1018725,182229,40.66679433400003,-73.87573084099995,POINT (-73.87573084099995 40.66679433400003) +73725966,07/18/2010,3:18:00,BROOKLYN,81,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1004959,189805,40.687631639000074,-73.92532925999996,POINT (-73.92532925999996 40.687631639000074) +184630196,06/30/2018,21:13:00,BRONX,46,0,MULTI DWELL - APT BUILD,true,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,"1,007,705","249,266",40.85082967,-73.91522028,POINT (-73.91522028 40.85082967) +140591801,01/16/2015,21:50:00,QUEENS,114,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,WHITE,1007546,220781,40.77264671900008,-73.91589386399994,POINT (-73.91589386399994 40.77264671900008) +62255305,05/29/2009,23:43:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,F,BLACK,1013882,250990,40.855542967000076,-73.89288510399997,POINT (-73.89288510399997 40.855542967000076) +56662014,02/09/2009,23:22:00,STATEN ISLAND,120,0,GROCERY/BODEGA,false,18-24,M,UNKNOWN,18-24,M,WHITE,941189,169904,40.632927325000026,-74.15514289999999,POINT (-74.15514289999999 40.632927325000026) +140911028,02/09/2015,21:26:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,990494,192228,40.694304239000076,-73.97748467799995,POINT (-73.97748467799995 40.694304239000076) +173961272,01/24/2018,0:27:00,MANHATTAN,33,0,,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,"999,278","244,165",40.83684728,-73.9456922,POINT (-73.9456922 40.83684728) +79174469,06/07/2011,1:12:00,BROOKLYN,73,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK,1006140,183727,40.670946067000045,-73.92109057299997,POINT (-73.92109057299997 40.670946067000045) +95358498,03/13/2014,22:51:00,STATEN ISLAND,120,0,,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,959645,170900,40.63573162700004,-74.08865276599995,POINT (-74.08865276599995 40.63573162700004) +139242205,10/18/2014,19:30:00,BROOKLYN,81,0,,false,,,,25-44,M,BLACK,1004261,188607,40.684345009000026,-73.92784965399994,POINT (-73.92784965399994 40.684345009000026) +91192832,06/17/2013,21:56:00,BROOKLYN,69,0,,false,,,,25-44,M,BLACK,1013480,173149,40.641890600000075,-73.89467660799994,POINT (-73.89467660799994 40.641890600000075) +94111443,12/19/2013,21:29:00,BROOKLYN,75,0,,false,,,,45-64,M,BLACK,1022966,182558,40.66767983500005,-73.86044161899997,POINT (-73.86044161899997 40.66767983500005) +183583892,06/07/2018,12:15:00,BROOKLYN,66,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK HISPANIC,18-24,M,ASIAN / PACIFIC ISLANDER,"983,041","171,997",40.63877675,-74.00435764,POINT (-74.00435764 40.63877675) +172008662,11/27/2017,14:30:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK HISPANIC,1004960,234094,40.80919375100007,-73.92518927399993,POINT (-73.92518927399993 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BUILD,false,,,,18-24,M,BLACK,999809,172040,40.63888119800004,-73.94394003499998,POINT (-73.94394003499998 40.63888119800004) +32212097,06/12/2007,23:40:00,BROOKLYN,67,0,,false,25-44,M,BLACK,18-24,M,BLACK,999390,172259,40.639483032000044,-73.94544926399993,POINT (-73.94544926399993 40.639483032000044) +48480865,07/19/2008,3:10:00,STATEN ISLAND,120,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,962154,166846,40.624610870000026,-74.07959962099994,POINT (-74.07959962099994 40.624610870000026) +73523965,07/04/2010,23:00:00,QUEENS,105,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,18-24,F,BLACK,1058186,176371,40.65047389000005,-73.73355228199993,POINT (-73.73355228199993 40.65047389000005) +80510380,08/29/2011,23:10:00,QUEENS,100,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,1036867,153432,40.587663570000075,-73.81055977899997,POINT (-73.81055977899997 40.587663570000075) 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HISPANIC,<18,M,BLACK,1017356,245369,40.84010264800003,-73.88035475199997,POINT (-73.88035475199997 40.84010264800003) +79607269,07/02/2011,1:22:00,BROOKLYN,69,0,PVT HOUSE,false,,,,18-24,M,BLACK,1012334,170638,40.63500215200002,-73.89881645199995,POINT (-73.89881645199995 40.63500215200002) +50018407,08/12/2008,23:32:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,<18,M,WHITE HISPANIC,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +65440608,09/05/2009,9:58:00,BROOKLYN,77,0,,false,18-24,M,BLACK,18-24,M,BLACK,997761,186202,40.67775613800006,-73.95129091199995,POINT (-73.95129091199995 40.67775613800006) +27181290,03/03/2007,14:30:00,BROOKLYN,81,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1005218,190528,40.689615497000034,-73.92439311199998,POINT (-73.92439311199998 40.689615497000034) +60730801,04/13/2009,23:40:00,QUEENS,114,0,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK HISPANIC,1001261,216778,40.76167385000008,-73.93859526999995,POINT (-73.93859526999995 40.76167385000008) +145283860,08/12/2015,15:47:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,F,BLACK,988915,155582,40.59371982500005,-73.98320411599997,POINT (-73.98320411599997 40.59371982500005) +109340977,03/28/2014,18:02:00,STATEN ISLAND,120,0,PVT HOUSE,false,65+,M,WHITE HISPANIC,45-64,M,WHITE HISPANIC,962430,160693,40.60772284600006,-74.07858547899998,POINT (-74.07858547899998 40.60772284600006) +24157445,09/04/2006,1:30:00,BROOKLYN,77,0,,false,18-24,M,BLACK,18-24,M,BLACK,998481,184923,40.67424444300008,-73.94869783199994,POINT (-73.94869783199995 40.67424444300008) +85875437,07/22/2012,20:45:00,MANHATTAN,26,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,996660,235153,40.81211596800006,-73.95516997799997,POINT (-73.95516997799997 40.81211596800006) 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APT BUILD,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,961653,167277,40.62579261100007,-74.08140585499996,POINT (-74.08140585499996 40.62579261100007) +76656488,12/31/2010,20:20:00,BRONX,49,0,BAR/NIGHT CLUB,false,25-44,M,WHITE,45-64,M,WHITE,1022572,247596,40.84619401000003,-73.86149117699993,POINT (-73.86149117699993 40.84619401000003) +85269245,06/14/2012,22:29:00,BRONX,46,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1010491,249157,40.85052265900004,-73.90515035299995,POINT (-73.90515035299995 40.85052265900004) +23421799,07/18/2006,0:15:00,QUEENS,113,0,,true,,,,25-44,M,BLACK,1045303,186091,40.677251245000036,-73.779891562,POINT (-73.779891562 40.677251245000036) +54154419,11/18/2008,19:54:00,BROOKLYN,94,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1001768,200786,40.71777879600006,-73.93680674999997,POINT (-73.93680674999999 40.71777879600006) +169454718,09/17/2017,0:10:00,BROOKLYN,77,0,,false,25-44,M,BLACK,25-44,M,BLACK,1003881,184867,40.674080408000066,-73.92923067799995,POINT (-73.92923067799995 40.674080408000066) +23354119,07/09/2006,4:42:00,BROOKLYN,63,0,RESTAURANT/DINER,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1006878,169152,40.63093901600007,-73.91847906599996,POINT (-73.91847906599996 40.63093901600007) +10764207,03/21/2006,17:40:00,BROOKLYN,71,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1003762,243810,40.83586414400003,-73.92948863899994,POINT (-73.92948863899994 40.83586414400003) +73693319,07/15/2010,22:21:00,BROOKLYN,83,0,,false,,,,45-64,M,BLACK,1006933,191268,40.691642398000056,-73.91820652099993,POINT (-73.91820652099993 40.691642398000056) +188672732,10/05/2018,2:10:00,BROOKLYN,78,0,BAR/NIGHT CLUB,false,,,,25-44,M,WHITE,"988,110","186,069",40.67740055,-73.98608525,POINT (-73.98608525 40.67740055) +79378503,06/18/2011,3:10:00,BROOKLYN,75,0,PVT HOUSE,true,25-44,M,BLACK,18-24,M,BLACK,1014056,183546,40.67042615200006,-73.89255514999998,POINT (-73.89255514999998 40.67042615200006) +93499462,11/09/2013,1:11:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK HISPANIC,997541,226681,40.788861361000045,-73.95200410999998,POINT (-73.95200410999999 40.788861361000045) +167425281,07/25/2017,21:47:00,BROOKLYN,73,0,,true,25-44,M,BLACK,25-44,M,BLACK,1010788,178287,40.65600176600003,-73.90435650399996,POINT (-73.90435650399996 40.65600176600003) +151191211,03/11/2016,13:30:00,BRONX,41,0,,false,,,,25-44,M,BLACK,1014852,237687,40.819026802000046,-73.88943936099997,POINT (-73.88943936099997 40.819026802000046) +84798578,05/17/2012,20:55:00,BROOKLYN,75,0,,true,25-44,F,BLACK,25-44,M,BLACK HISPANIC,1014952,182322,40.66706348500002,-73.88933077899996,POINT (-73.88933077899998 40.66706348500002) +29301874,05/28/2007,23:48:00,BRONX,46,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,990286,200467,40.71691850000008,-73.97822737199994,POINT (-73.97822737199994 40.71691850000008) +10804595,03/24/2006,1:02:00,BROOKLYN,79,0,GROCERY/BODEGA,false,UNKNOWN,M,BLACK,18-24,M,BLACK,998437,191955,40.693545750000055,-73.94884164999998,POINT (-73.94884164999998 40.693545750000055) +67080484,10/22/2009,19:30:00,BROOKLYN,84,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,989308,193690,40.698317848000045,-73.98176046799993,POINT (-73.98176046799993 40.698317848000045) +48285497,07/13/2008,1:47:00,BROOKLYN,70,0,,false,18-24,M,BLACK,18-24,M,BLACK,994453,176817,40.65200082200005,-73.96323127899994,POINT (-73.96323127899994 40.65200082200005) +76044028,12/17/2010,23:51:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1012137,242980,40.83356356000007,-73.899226388,POINT (-73.899226388 40.83356356000007) +145129355,08/06/2015,23:40:00,QUEENS,101,0,MULTI DWELL - APT BUILD,false,,,,<18,M,BLACK,1053180,158472,40.60138546100006,-73.75177549399997,POINT (-73.75177549399997 40.60138546100006) +73524916,07/04/2010,20:30:00,BROOKLYN,77,0,,true,<18,M,WHITE HISPANIC,18-24,M,BLACK,1002792,185840,40.67675342200005,-73.93315390099998,POINT (-73.93315390099998 40.67675342200005) +57325751,02/14/2009,5:00:00,STATEN ISLAND,120,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,998431,228774,40.79460469900005,-73.94878566499993,POINT (-73.94878566499993 40.79460469900005) +10137433,01/15/2006,20:22:00,BRONX,52,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,UNKNOWN,18-24,M,WHITE HISPANIC,1016720,256086,40.86951995700008,-73.88260137699997,POINT (-73.88260137699997 40.86951995700008) +151383173,03/20/2016,4:29:00,QUEENS,115,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1019577,216435,40.76067819300005,-73.87248018499997,POINT (-73.87248018499997 40.76067819300005) +32966725,07/08/2007,3:45:00,MANHATTAN,30,0,,false,18-24,M,BLACK HISPANIC,<18,M,WHITE HISPANIC,999794,241252,40.82885104500008,-73.94383419099995,POINT (-73.94383419099995 40.82885104500008) +23974386,08/21/2006,3:35:00,QUEENS,105,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1056226,185004,40.674185615000056,-73.74052349499993,POINT (-73.74052349499995 40.674185615000056) +71644361,03/07/2010,23:24:00,BRONX,43,0,,false,18-24,M,BLACK,18-24,M,BLACK,1021898,245357,40.84005151700006,-73.86393983399995,POINT (-73.86393983399995 40.84005151700006) +81177702,10/12/2011,18:39:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,1007016,182405,40.66731526400008,-73.91793716199999,POINT (-73.91793716199999 40.66731526400008) +69294327,12/27/2009,20:10:00,BRONX,44,0,,false,25-44,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1007343,245994,40.84184995000004,-73.91654004499998,POINT (-73.91654004499998 40.84184995000005) +35552370,11/07/2007,16:34:00,BRONX,50,0,FAST FOOD,false,<18,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1009119,257823,40.874312176000046,-73.91007744599993,POINT (-73.91007744599993 40.874312176000046) +29040549,05/14/2007,14:00:00,MANHATTAN,7,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,25-44,M,WHITE HISPANIC,987063,198657,40.71195209300004,-73.98985467599994,POINT (-73.98985467599994 40.71195209300004) +173105454,12/29/2017,22:20:00,BRONX,41,0,,true,,,,25-44,M,BLACK,1014263,235027,40.81172787100007,-73.89157925399996,POINT (-73.89157925399996 40.81172787100007) +178332734,04/18/2018,20:40:00,BROOKLYN,79,0,,true,,,,25-44,M,BLACK,"999,636","192,000",40.69366726,-73.94451783,POINT (-73.94451783 40.69366726) +48480864,07/19/2008,17:20:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,UNKNOWN,18-24,F,BLACK,1014380,184566,40.67322472500007,-73.89138261899996,POINT (-73.89138261899996 40.67322472500007) +48066962,07/08/2008,23:25:00,MANHATTAN,32,0,,false,<18,M,BLACK,45-64,M,BLACK,999358,236472,40.81573205300003,-73.94542041099999,POINT (-73.94542041099999 40.81573205300003) +23846692,08/13/2006,17:40:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,<18,F,WHITE HISPANIC,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +94934291,02/14/2014,16:53:00,BRONX,40,0,,false,,,,18-24,M,BLACK,1006474,233253,40.80688176100006,-73.91972293199996,POINT (-73.91972293199996 40.80688176100006) +137086302,06/04/2014,23:45:00,BROOKLYN,73,0,,false,,,,<18,M,BLACK,1010492,179122,40.658294539000046,-73.90542005999998,POINT (-73.90542005999998 40.658294539000046) +140782575,02/01/2015,6:33:00,BROOKLYN,75,0,,false,45-64,M,BLACK,25-44,M,BLACK,1017979,183494,40.670269347000044,-73.87841358299994,POINT (-73.87841358299994 40.670269347000044) +90312206,04/25/2013,21:06:00,QUEENS,105,0,PVT HOUSE,false,18-24,M,BLACK,25-44,M,BLACK,1056839,179055,40.65785199600003,-73.73837765799993,POINT (-73.73837765799993 40.65785199600003) +85519658,06/30/2012,1:20:00,BRONX,44,0,,false,,,,18-24,M,BLACK,1010283,246460,40.84312080600006,-73.90591266299998,POINT (-73.90591266299998 40.84312080600006) +171866987,11/22/2017,4:13:00,BRONX,41,0,,false,,,,25-44,M,BLACK HISPANIC,1011837,239059,40.82280248200004,-73.90032661699998,POINT (-73.90032661699998 40.82280248200004) +86209916,08/11/2012,21:40:00,BRONX,44,2,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,25-44,M,BLACK,"1,001,139","192,775",40.69579172,-73.93909591,POINT (-73.93909591 40.69579172) +63189241,06/28/2009,2:35:00,BROOKLYN,75,0,,false,<18,M,BLACK,<18,M,BLACK,1015871,186863,40.67952426800008,-73.88599678499997,POINT (-73.88599678499999 40.67952426800008) +76669079,01/02/2011,4:14:00,BRONX,47,0,,false,25-44,M,BLACK,45-64,M,BLACK,1027600,259600,40.879118066000046,-73.84324046799998,POINT (-73.84324046799998 40.879118066000046) +77188430,02/07/2011,20:42:00,BROOKLYN,79,0,MULTI DWELL - APT BUILD,false,18-24,F,WHITE HISPANIC,25-44,M,BLACK,1000042,189332,40.68634350000008,-73.94306000399997,POINT (-73.94306000399997 40.68634350000008) +87389175,10/23/2012,23:20:00,STATEN ISLAND,120,0,,false,,,,18-24,M,BLACK,960195,173153,40.641917139000036,-74.08667916099995,POINT (-74.08667916099995 40.641917139000036) +179691037,05/02/2018,23:34:00,QUEENS,100,0,,false,,,,18-24,M,BLACK,"1,040,736","157,092",40.5976857,-73.79659933,POINT (-73.79659933 40.5976857) +93499461,11/08/2013,22:40:00,BRONX,42,0,,false,18-24,M,BLACK,25-44,M,BLACK,1012185,241495,40.82948751200007,-73.89905911499993,POINT (-73.89905911499993 40.82948751200008) +88430219,01/06/2013,3:29:00,QUEENS,102,0,BAR/NIGHT CLUB,true,,,,25-44,M,BLACK,1030678,194479,40.70036312400004,-73.83256004499998,POINT (-73.83256004499998 40.70036312400004) +32914993,07/05/2007,1:27:00,BRONX,47,2,MULTI DWELL - 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APT BUILD,false,,,,45-64,M,WHITE,1030689,249007,40.85002782600003,-73.83214354599994,POINT (-73.83214354599994 40.85002782600003) +140522803,01/12/2015,22:07:00,BROOKLYN,60,0,,false,,,,25-44,M,BLACK,986653,149522,40.57708722800004,-73.99135107999997,POINT (-73.99135107999997 40.57708722800004) +27105896,02/27/2007,1:57:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,997697,196545,40.70614538300004,-73.95150100299998,POINT (-73.95150100299998 40.70614538300005) +84293310,04/18/2012,0:57:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,,,,<18,M,BLACK,1010207,241776,40.83026481100006,-73.90620546899999,POINT (-73.90620546899999 40.83026481100006) +169924414,09/29/2017,22:02:00,BROOKLYN,77,0,,false,,,,18-24,M,BLACK,996547,184480,40.67303140400003,-73.95567082599996,POINT (-73.95567082599996 40.67303140400003) +171509877,11/11/2017,15:06:00,BROOKLYN,63,0,STORE UNCLASSIFIED,false,25-44,M,BLACK,25-44,M,BLACK,1002394,169705,40.63246720200004,-73.93463217399994,POINT (-73.93463217399994 40.63246720200004) +79820988,07/14/2011,20:10:00,QUEENS,102,0,,true,45-64,M,WHITE,25-44,M,BLACK HISPANIC,1030953,194101,40.69932415700004,-73.83157088799999,POINT (-73.83157088799999 40.69932415700004) +74945141,10/06/2010,16:23:00,BROOKLYN,63,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1006624,168844,40.63009426600007,-73.91939517799993,POINT (-73.91939517799993 40.63009426600007) +158090350,10/31/2016,19:57:00,BRONX,41,0,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1001610,241366,40.82916055900005,-73.93727189699997,POINT (-73.93727189699997 40.82916055900005) +161304127,01/29/2017,3:36:00,STATEN ISLAND,120,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,961580,163524,40.61549122300004,-74.08165622999996,POINT (-74.08165622999996 40.61549122300004) +88483360,01/08/2013,13:10:00,BROOKLYN,67,0,,false,25-44,M,BLACK,25-44,M,BLACK,1003508,174046,40.64437996700008,-73.93060626399993,POINT (-73.93060626399993 40.64437996700008) +137297906,06/17/2014,23:38:00,BROOKLYN,69,0,,false,18-24,M,BLACK,25-44,M,BLACK,1014074,174503,40.64560505700007,-73.89253025599999,POINT (-73.89253025599999 40.64560505700007) +79589690,06/30/2011,20:20:00,MANHATTAN,28,0,,false,,,,18-24,M,BLACK,995891,232907,40.80595236700003,-73.95795190599993,POINT (-73.95795190599993 40.80595236700003) +50589211,08/26/2008,21:00:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +94424905,01/10/2014,17:25:00,BRONX,46,0,MULTI DWELL - APT BUILD,false,25-44,F,BLACK,25-44,F,BLACK,1011751,250275,40.85358740100002,-73.90059135599995,POINT (-73.90059135599995 40.85358740100002) +157228605,10/01/2016,2:11:00,BROOKLYN,77,0,,false,25-44,M,BLACK,25-44,M,BLACK,1004580,183838,40.67125445700003,-73.926713851,POINT (-73.926713851 40.67125445700003) +32852897,06/30/2007,23:45:00,BROOKLYN,75,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1022811,182672,40.66799341600006,-73.86099969599996,POINT (-73.86099969599996 40.66799341600006) +91531974,07/08/2013,22:42:00,BRONX,44,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1005596,243543,40.835127063000066,-73.92286175099997,POINT (-73.92286175099997 40.835127063000066) +148970808,01/01/2016,4:35:00,BRONX,40,0,,false,,,,18-24,M,BLACK,1004591,233721,40.80817082700002,-73.92652336699997,POINT (-73.92652336699997 40.80817082700002) +95364609,03/14/2014,2:20:00,QUEENS,103,0,PVT HOUSE,false,<18,M,WHITE HISPANIC,<18,F,WHITE HISPANIC,1041907,194067,40.69916624700004,-73.79206660599993,POINT (-73.79206660599995 40.69916624700004) +73815777,07/23/2010,22:22:00,BROOKLYN,75,0,PVT HOUSE,true,,,,18-24,M,WHITE HISPANIC,1014955,188115,40.68296394600002,-73.88929357499995,POINT (-73.88929357499995 40.68296394600002) +11118204,04/21/2006,18:20:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1009167,184323,40.67257395100006,-73.91017639799998,POINT (-73.91017639799998 40.67257395100007) +39486199,02/29/2008,22:18:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK,18-24,M,BLACK,1016058,247615,40.846272027000055,-73.88503512999995,POINT (-73.88503512999995 40.846272027000055) +140302381,12/23/2014,18:00:00,BRONX,46,0,,false,,,,25-44,M,WHITE HISPANIC,1011755,250279,40.85359836700008,-73.90057688099995,POINT (-73.90057688099995 40.85359836700008) +136829758,05/19/2014,21:45:00,MANHATTAN,25,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK,1001883,233380,40.80724069600007,-73.93630640599997,POINT (-73.93630640599997 40.80724069600007) +28848165,05/04/2007,20:26:00,BRONX,52,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1017542,255919,40.86905853200005,-73.87963014799993,POINT (-73.87963014799993 40.86905853200005) +140269483,12/19/2014,12:05:00,BROOKLYN,81,0,,false,,,,25-44,M,BLACK,1005312,190540,40.68964821100008,-73.92405412199997,POINT (-73.92405412199997 40.68964821100008) +154161410,06/20/2016,7:00:00,QUEENS,103,0,,false,65+,M,BLACK HISPANIC,25-44,M,WHITE,1043418,198739,40.71197977600008,-73.78657628899998,POINT (-73.78657628899998 40.71197977600008) +182667349,05/13/2018,16:50:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,true,,,,45-64,M,BLACK,"1,001,079","195,776",40.70402887,-73.93930478,POINT (-73.93930478 40.70402887) +83142668,02/13/2012,16:02:00,BRONX,48,0,,false,,,,25-44,M,BLACK HISPANIC,1014955,250220,40.85342588100008,-73.88900986099996,POINT (-73.88900986099996 40.853425881000085) +55670673,01/13/2009,4:47:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1005909,180742,40.662753476000034,-73.92193288999994,POINT (-73.92193288999994 40.662753476000034) +74163072,08/16/2010,1:34:00,BRONX,46,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1008988,249034,40.85018939900005,-73.91058356899998,POINT (-73.91058356899998 40.85018939900005) +140173011,12/13/2014,19:19:00,BRONX,42,0,,false,18-24,M,WHITE HISPANIC,<18,M,BLACK,1008798,238971,40.82256991600008,-73.91130716899994,POINT (-73.91130716899994 40.82256991600008) +48395047,07/16/2008,13:04:00,BROOKLYN,63,0,PVT HOUSE,true,,,,45-64,M,WHITE,1002458,161216,40.60916653700008,-73.93442448999998,POINT (-73.93442448999998 40.60916653700008) +86506931,08/30/2012,0:15:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK,995727,181943,40.66606900700003,-73.95863124,POINT (-73.95863124 40.66606900700003) +23354129,07/09/2006,0:05:00,QUEENS,105,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1057636,203954,40.72618713000002,-73.73523390399998,POINT (-73.73523390399998 40.72618713000002) +93350811,10/30/2013,20:36:00,BROOKLYN,73,0,,false,18-24,M,BLACK,18-24,M,BLACK,1008074,179810,40.66018978200003,-73.91413257599999,POINT (-73.91413257599999 40.66018978200003) +140591805,01/18/2015,0:43:00,MANHATTAN,32,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,"1,005,802","247,998",40.84735424,-73.922103,POINT (-73.922103 40.84735424000001) +81206979,10/14/2011,22:05:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,997920,227368,40.790746414000076,-73.95063404199995,POINT (-73.95063404199995 40.790746414000076) +143214816,05/26/2015,23:17:00,BROOKLYN,62,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,988312,156893,40.597318554000026,-73.98537455599995,POINT (-73.98537455599995 40.597318554000026) +25036118,10/29/2006,23:45:00,QUEENS,109,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1030234,215251,40.75737941700004,-73.83401937099995,POINT (-73.83401937099995 40.75737941700004) +16631435,05/20/2006,20:11:00,BROOKLYN,90,0,,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1000414,197439,40.70859465600006,-73.94169922399993,POINT (-73.94169922399993 40.70859465600006) +75330416,10/30/2010,5:39:00,BROOKLYN,61,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,F,BLACK,1001474,156112,40.59515906300004,-73.93798142399999,POINT (-73.93798142399999 40.59515906300004) +16631506,06/01/2006,0:26:00,BROOKLYN,81,0,,true,UNKNOWN,U,UNKNOWN,45-64,M,BLACK,1005312,190540,40.68964821100008,-73.92405412199997,POINT (-73.92405412199997 40.68964821100008) +93074939,10/14/2013,1:01:00,BRONX,52,0,,false,,,,25-44,M,BLACK,1009868,253126,40.86141820300003,-73.90738708899994,POINT (-73.90738708899994 40.86141820300003) +23613984,07/29/2006,23:21:00,BRONX,44,0,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,"999,243","227,082",40.78995928,-73.94585684,POINT (-73.94585684 40.78995928) +75266401,10/27/2010,1:47:00,BRONX,43,0,,false,25-44,M,BLACK,25-44,M,BLACK,1021170,241240,40.828754623000066,-73.86659351599997,POINT (-73.86659351599997 40.828754623000066) +34864271,10/06/2007,18:15:00,BRONX,41,0,,false,<18,M,BLACK,<18,M,BLACK HISPANIC,1014642,240068,40.82556269400004,-73.89018728699995,POINT (-73.89018728699995 40.82556269400004) +168306062,08/19/2017,17:15:00,BROOKLYN,73,0,,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,1011263,182761,40.66828046500007,-73.90262664599999,POINT (-73.90262664599999 40.66828046500007) +85534924,07/01/2012,19:03:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1006918,238567,40.82146607400006,-73.91810115099996,POINT (-73.91810115099996 40.82146607400006) +51916047,10/05/2008,0:23:00,BRONX,42,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1008798,238971,40.82256991600008,-73.91130716899994,POINT (-73.91130716899994 40.82256991600008) +49913265,08/08/2008,22:40:00,QUEENS,101,0,PVT HOUSE,false,UNKNOWN,M,WHITE HISPANIC,18-24,F,BLACK,1049923,158284,40.600894175000064,-73.76350614599994,POINT (-73.76350614599994 40.600894175000064) +24050486,08/27/2006,0:05:00,MANHATTAN,30,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,999751,241188,40.82867545800008,-73.94398971599996,POINT (-73.94398971599996 40.82867545800008) +16895034,06/23/2006,21:30:00,BROOKLYN,66,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,WHITE,986633,167258,40.62576896100006,-73.99141682199996,POINT (-73.99141682199996 40.62576896100006) +55976672,01/24/2009,19:51:00,BRONX,48,0,,true,25-44,M,BLACK,25-44,M,BLACK,1016293,250009,40.85284199500006,-73.88417430999993,POINT (-73.88417430999993 40.85284199500006) +33478094,07/31/2007,0:06:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1005609,178951,40.65783830600003,-73.92301989399994,POINT (-73.92301989399994 40.65783830600003) +67147839,10/25/2009,19:58:00,MANHATTAN,23,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,999218,230194,40.798500915000034,-73.94594018899994,POINT (-73.94594018899994 40.798500915000034) +147023024,10/17/2015,2:33:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,45-64,M,BLACK,1016409,178125,40.65553848200005,-73.88409879299998,POINT (-73.88409879299998 40.65553848200005) +36325824,12/14/2007,1:01:00,BROOKLYN,81,0,,true,,,,25-44,M,BLACK,1005312,190540,40.68964821100008,-73.92405412199997,POINT (-73.92405412199997 40.68964821100008) +32914996,07/04/2007,23:39:00,QUEENS,113,0,,false,25-44,M,BLACK,25-44,M,BLACK,1043900,191839,40.693037712000034,-73.78489878799998,POINT (-73.78489878799998 40.693037712000034) +61170264,04/26/2009,23:41:00,BROOKLYN,79,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,998014,188614,40.68437614000004,-73.950373857,POINT (-73.950373857 40.68437614000004) +66753286,10/13/2009,12:50:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,999925,214507,40.755443005000075,-73.94342324599995,POINT (-73.94342324599995 40.755443005000075) +34114133,09/01/2007,23:26:00,BROOKLYN,73,0,,false,,,,45-64,M,BLACK,1008427,183518,40.670366460000025,-73.91284696199995,POINT (-73.91284696199995 40.670366460000025) +35463273,11/03/2007,6:35:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK,1000273,172937,40.64134244300004,-73.94226604399995,POINT (-73.94226604399995 40.64134244300004) +144240974,07/05/2015,3:29:00,BRONX,48,0,,false,18-24,M,BLACK,25-44,M,BLACK,1017496,247433,40.845767194000075,-73.87983855399995,POINT (-73.87983855399995 40.84576719400008) +63656608,07/11/2009,3:15:00,BRONX,48,0,BEAUTY/NAIL SALON,false,UNKNOWN,M,BLACK,25-44,M,WHITE HISPANIC,1018422,245319,40.839961352000046,-73.87650243699994,POINT (-73.87650243699994 40.839961352000046) +25078540,10/31/2006,20:19:00,QUEENS,105,0,,true,,,,25-44,M,BLACK,1057399,193985,40.69882668100007,-73.73619727999993,POINT (-73.73619727999993 40.69882668100007) +23846686,08/13/2006,5:19:00,MANHATTAN,32,0,,false,18-24,M,BLACK,18-24,M,BLACK,999572,235848,40.81401898000007,-73.94464871299994,POINT (-73.94464871299994 40.81401898000008) +157531374,10/12/2016,14:11:00,BRONX,46,0,,false,18-24,M,BLACK HISPANIC,45-64,M,BLACK HISPANIC,1010277,248512,40.84875295800003,-73.90592638299995,POINT (-73.90592638299995 40.84875295800003) +25170415,11/05/2006,2:13:00,BROOKLYN,77,0,,false,,,,18-24,M,BLACK,997758,185627,40.67617789600007,-73.95130287999996,POINT (-73.95130287999996 40.67617789600007) +86324801,08/19/2012,1:14:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1003283,173606,40.64317274800004,-73.93141828099994,POINT (-73.93141828099994 40.64317274800004) +73308098,06/18/2010,20:12:00,MANHATTAN,19,2,MULTI DWELL - 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APT BUILD,true,25-44,M,BLACK,18-24,M,BLACK,1005507,185647,40.67621757800004,-73.92336640699995,POINT (-73.92336640699995 40.67621757800004) +75202879,10/23/2010,4:44:00,MANHATTAN,13,0,RESTAURANT/DINER,true,18-24,M,BLACK,25-44,M,BLACK,984732,208134,40.73796459700003,-73.99826214699993,POINT (-73.99826214699993 40.73796459700003) +23564122,07/26/2006,0:18:00,BROOKLYN,75,0,,true,18-24,M,BLACK,45-64,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +159900577,01/03/2017,17:57:00,MANHATTAN,25,0,,false,,,,18-24,M,BLACK,999588,231920,40.80323767900006,-73.94459988399994,POINT (-73.94459988399994 40.80323767900006) +24675458,10/06/2006,20:38:00,BRONX,40,0,,false,25-44,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1004926,234532,40.81039601900005,-73.92531074499993,POINT (-73.92531074499993 40.81039601900005) +51787772,09/30/2008,0:50:00,STATEN ISLAND,122,0,PVT HOUSE,true,18-24,F,WHITE,18-24,M,BLACK,940718,153491,40.587874775000046,-74.15673402299996,POINT (-74.15673402299996 40.587874775000046) +77153187,02/06/2011,3:49:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1013179,181100,40.66371533900008,-73.89572710099996,POINT (-73.89572710099996 40.66371533900008) +47792594,06/26/2008,18:48:00,MANHATTAN,28,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,998334,233662,40.80802107700004,-73.94912573499995,POINT (-73.94912573499995 40.80802107700004) +33478089,07/30/2007,22:20:00,BROOKLYN,70,0,,true,25-44,M,BLACK,45-64,F,BLACK,995793,173152,40.64193954300004,-73.95840837999998,POINT (-73.95840837999998 40.64193954300004) +77153188,02/06/2011,4:53:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1009530,215238,40.75742717000002,-73.90875170599996,POINT (-73.90875170599996 40.75742717000003) +23354087,07/02/2006,4:00:00,MANHATTAN,33,0,,false,UNKNOWN,M,BLACK,<18,M,WHITE HISPANIC,1000289,243609,40.83531944700008,-73.94203990499993,POINT (-73.94203990499993 40.83531944700008) +94442376,01/14/2014,2:28:00,BROOKLYN,63,0,,false,,,,25-44,M,BLACK,1004378,166877,40.62470065300005,-73.92749264899999,POINT (-73.92749264899999 40.62470065300005) +25832921,12/16/2006,3:46:00,MANHATTAN,14,0,BAR/NIGHT CLUB,false,UNKNOWN,M,WHITE,25-44,F,WHITE HISPANIC,988235,214200,40.75461336400008,-73.98561795299997,POINT (-73.98561795299999 40.75461336400008) +87447309,10/27/2012,6:15:00,MANHATTAN,34,0,,false,,,,25-44,M,BLACK HISPANIC,1002765,248134,40.84773440600002,-73.93307967699997,POINT (-73.93307967699997 40.84773440600002) +46452061,05/14/2008,0:01:00,QUEENS,113,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1046367,186986,40.67970040800003,-73.77604736799998,POINT (-73.77604736799998 40.67970040800003) +66170354,09/26/2009,4:00:00,BROOKLYN,69,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,"991,348","192,045",40.6938013,-73.97440522,POINT (-73.97440522 40.6938013) +53869940,11/08/2008,4:37:00,BROOKLYN,75,0,,true,25-44,F,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +72042976,04/03/2010,2:21:00,STATEN ISLAND,120,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,18-24,M,BLACK,936722,172119,40.63898417600007,-74.17125230499995,POINT (-74.17125230499995 40.63898417600007) +137585670,07/06/2014,1:17:00,BROOKLYN,79,0,,false,25-44,M,BLACK,25-44,M,BLACK,1001112,187583,40.68154092100008,-73.93920626699997,POINT (-73.93920626699997 40.68154092100008) +84864941,05/21/2012,0:15:00,BRONX,48,0,GROCERY/BODEGA,false,,,,25-44,M,WHITE HISPANIC,1013814,249063,40.85025415500007,-73.89313941499995,POINT (-73.89313941499995 40.85025415500007) +155890469,08/17/2016,21:55:00,BRONX,41,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1014179,239453,40.82387627600008,-73.89186296799994,POINT (-73.89186296799994 40.82387627600008) +61223903,04/27/2009,2:30:00,QUEENS,105,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1057262,177042,40.652323298000056,-73.73687489299994,POINT (-73.73687489299994 40.652323298000056) +73581301,07/08/2010,3:55:00,BROOKLYN,79,0,,true,,,,25-44,M,BLACK,1001031,188117,40.68300678400004,-73.93949697899995,POINT (-73.93949697899995 40.68300678400004) +154563729,07/03/2016,17:00:00,BROOKLYN,83,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,1025376,256698,40.871163624000076,-73.851300629,POINT (-73.851300629 40.871163624000076) +146723633,10/06/2015,7:57:00,BROOKLYN,90,0,,true,18-24,M,WHITE HISPANIC,45-64,M,BLACK,1003379,196414,40.705775360000075,-73.93100762799997,POINT (-73.93100762799997 40.705775360000075) +32852893,07/02/2007,1:29:00,BROOKLYN,73,0,,false,25-44,F,BLACK,18-24,M,BLACK,1008717,179936,40.660533871000034,-73.91181455499998,POINT (-73.91181455499998 40.66053387100004) +75830568,12/03/2010,16:05:00,MANHATTAN,32,0,,false,,,,18-24,M,BLACK,999729,234275,40.809701258000075,-73.94408515699998,POINT (-73.94408515699998 40.809701258000075) +137911840,07/26/2014,1:40:00,QUEENS,105,0,,false,,,,18-24,M,BLACK,1054852,198171,40.710336907000055,-73.74533882699996,POINT (-73.74533882699996 40.710336907000055) +163401573,04/02/2017,2:30:00,BRONX,47,0,,true,,,,25-44,F,WHITE HISPANIC,1022243,259631,40.87922783800008,-73.862612083,POINT (-73.862612083 40.87922783800008) +67430041,11/03/2009,4:21:00,BROOKLYN,67,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,25-44,M,BLACK,1003561,178518,40.65665451800004,-73.93040247799998,POINT (-73.93040247799998 40.65665451800004) +88012198,12/06/2012,20:23:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1019193,183433,40.670097208000065,-73.87403762199995,POINT (-73.87403762199995 40.670097208000065) +74999322,10/10/2010,5:54:00,BROOKLYN,83,0,,false,18-24,M,WHITE HISPANIC,18-24,F,BLACK HISPANIC,1010080,189829,40.68768405000003,-73.90686395999995,POINT (-73.90686395999995 40.68768405000003) +27326276,03/09/2007,23:15:00,QUEENS,100,0,LIQUOR STORE,false,,,,18-24,M,BLACK,1036299,153335,40.58740067900004,-73.81260554099998,POINT (-73.81260554099998 40.58740067900004) +26699360,02/05/2007,18:08:00,BROOKLYN,67,0,,false,18-24,M,BLACK HISPANIC,25-44,M,BLACK,997363,177270,40.65324037800008,-73.95274317199994,POINT (-73.95274317199994 40.65324037800008) +79570904,06/29/2011,22:08:00,BRONX,48,0,GROCERY/BODEGA,false,,,,18-24,M,BLACK,1013456,249300,40.85090584200003,-73.89443240799993,POINT (-73.89443240799993 40.85090584200003) +10764214,03/23/2006,16:48:00,BROOKLYN,81,0,NONE,false,<18,M,BLACK,<18,M,BLACK,1003127,190619,40.68986997800005,-73.93193277299997,POINT (-73.93193277299997 40.68986997800005) +82633887,01/14/2012,3:59:00,QUEENS,114,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1002144,212658,40.75036375800004,-73.93541878899998,POINT (-73.93541878899998 40.75036375800004) +65077476,08/24/2009,23:23:00,QUEENS,115,0,COMMERCIAL BLDG,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,1019558,220564,40.77201129500003,-73.87252707999993,POINT (-73.87252707999993 40.77201129500003) +90215687,04/19/2013,4:00:00,BRONX,49,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1023693,252656,40.86007725400003,-73.85740969499993,POINT (-73.85740969499993 40.86007725400003) +55729906,01/15/2009,2:59:00,BROOKLYN,77,0,COMMERCIAL BLDG,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1000498,186135,40.67756763800003,-73.94142350699997,POINT (-73.94142350699997 40.67756763800003) +145377568,08/16/2015,22:15:00,BROOKLYN,69,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1010576,175629,40.64870676900005,-73.90513094099998,POINT (-73.90513094099998 40.64870676900005) +159053820,12/02/2016,15:00:00,QUEENS,105,0,,false,,,,18-24,M,BLACK,1055630,177118,40.65254520600007,-73.74275558799998,POINT (-73.74275558799998 40.65254520600007) +87241709,10/15/2012,10:52:00,BROOKLYN,63,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1006424,170149,40.63367671700007,-73.92011142499997,POINT (-73.92011142499997 40.63367671700007) +52335895,10/19/2008,9:45:00,STATEN ISLAND,120,0,,true,25-44,M,BLACK,25-44,M,BLACK,961580,163524,40.61549122300004,-74.08165622999996,POINT (-74.08165622999996 40.61549122300004) +75685045,11/22/2010,18:40:00,BRONX,44,0,,false,,,,25-44,M,BLACK,1007784,240376,40.826429000000076,-73.91496591899994,POINT (-73.91496591899994 40.826429000000076) +84817081,05/19/2012,3:01:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1009905,180751,40.662767503000055,-73.90752952599996,POINT (-73.90752952599996 40.662767503000055) +71024336,01/29/2010,20:20:00,MANHATTAN,28,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,998309,232630,40.80518856100008,-73.94921820399996,POINT (-73.94921820399996 40.80518856100008) +32821778,06/29/2007,23:45:00,BROOKLYN,67,0,,false,18-24,M,BLACK,18-24,M,BLACK,999005,176940,40.65233201600006,-73.94682624999997,POINT (-73.94682624999997 40.65233201600006) +71325491,02/12/2010,20:00:00,BRONX,40,0,,false,18-24,M,BLACK,18-24,M,BLACK,1008485,236273,40.81516553100005,-73.91244780999993,POINT (-73.91244780999993 40.81516553100005) +190010957,11/14/2018,22:56:00,BRONX,52,0,,false,,,,25-44,M,WHITE HISPANIC,"1,014,004","255,759",40.86863202,-73.89242292,POINT (-73.89242292 40.86863202) +73325408,06/21/2010,23:39:00,BROOKLYN,75,0,,false,<18,M,BLACK,<18,M,BLACK,1012777,182476,40.667493455000056,-73.89717028299998,POINT (-73.89717028299998 40.667493455000056) +156435423,09/05/2016,4:20:00,STATEN ISLAND,120,0,,false,,,,25-44,M,BLACK,960064,172500,40.64012443800004,-74.08714885299997,POINT (-74.08714885299997 40.64012443800004) +35323546,10/27/2007,16:08:00,BROOKLYN,79,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1001960,235143,40.81207948700006,-73.93602361099995,POINT (-73.93602361099995 40.81207948700006) +33635599,08/08/2007,23:34:00,BROOKLYN,75,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1014384,187191,40.68042974000008,-73.89135646299998,POINT (-73.89135646299998 40.68042974000008) +79321264,06/15/2011,15:26:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,BLACK,999189,174694,40.646166925000045,-73.94616811099996,POINT (-73.94616811099996 40.646166925000045) +191398449,12/20/2018,0:30:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,"1,010,725","238,488",40.82123865,-73.90434664,POINT (-73.90434664 40.82123865) +47102199,06/09/2008,22:35:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,1009515,183436,40.67013835000005,-73.90892519399995,POINT (-73.90892519399995 40.67013835000005) +74153576,08/15/2010,7:00:00,BROOKLYN,73,0,GROCERY/BODEGA,false,UNKNOWN,U,UNKNOWN,45-64,M,BLACK HISPANIC,1006976,184974,40.67436669500006,-73.91807268799994,POINT (-73.91807268799994 40.67436669500006) +145377562,08/16/2015,3:30:00,BRONX,43,0,,false,,,,25-44,M,BLACK,1018182,239891,40.82506399000005,-73.87739726099994,POINT (-73.87739726099994 40.82506399000005) +89519103,03/07/2013,19:15:00,BROOKLYN,79,0,BEAUTY/NAIL SALON,false,,,,18-24,M,BLACK,998437,191955,40.693545750000055,-73.94884164999998,POINT (-73.94884164999998 40.693545750000055) +91472649,07/04/2013,23:37:00,BROOKLYN,75,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1003167,190352,40.68913703900005,-73.93178928699997,POINT (-73.93178928699997 40.68913703900005) +77154071,02/04/2011,23:30:00,BRONX,48,0,GROCERY/BODEGA,false,,,,18-24,M,BLACK,1016058,247615,40.846272027000055,-73.88503512999995,POINT (-73.88503512999995 40.846272027000055) +64530049,08/09/2009,5:30:00,BRONX,52,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1018438,259932,40.880069548000044,-73.87637007799998,POINT (-73.87637007799998 40.880069548000044) +81217007,10/14/2011,1:21:00,BRONX,44,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1009320,244248,40.83705229900005,-73.90940141499993,POINT (-73.90940141499993 40.83705229900005) +24103836,08/30/2006,13:29:00,MANHATTAN,24,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,993499,227675,40.79159477800005,-73.96659947899997,POINT (-73.96659947899997 40.79159477800005) +89216118,02/18/2013,3:30:00,QUEENS,102,0,PVT HOUSE,false,,,,45-64,M,ASIAN / PACIFIC ISLANDER,1022214,188265,40.68334750500002,-73.86312020899999,POINT (-73.86312020899999 40.68334750500002) +175773152,03/12/2018,3:40:00,QUEENS,102,0,PVT HOUSE,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,"1,031,923","190,475",40.68936647,-73.82809833,POINT (-73.82809833 40.68936647) +35176234,10/19/2007,23:43:00,BROOKLYN,88,2,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK,1010535,243381,40.83466910200008,-73.90501394899997,POINT (-73.90501394899997 40.83466910200008) +51724136,09/28/2008,4:42:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK,1003022,216518,40.76095665400004,-73.93223915499993,POINT (-73.93223915499993 40.76095665400004) +71432863,02/21/2010,4:38:00,BRONX,40,0,MULTI DWELL - APT BUILD,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1006689,234968,40.811588415000074,-73.91894056699994,POINT (-73.91894056699994 40.811588415000074) +144548078,07/15/2015,22:34:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,1011824,240352,40.826351439000064,-73.90036827399997,POINT (-73.90036827399997 40.826351439000064) +48543127,07/22/2008,22:30:00,BROOKLYN,83,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1009551,190642,40.68991707600002,-73.90876836699994,POINT (-73.90876836699994 40.68991707600003) +34687232,09/29/2007,3:34:00,BRONX,48,0,,false,25-44,M,BLACK,18-24,M,BLACK,1017496,246631,40.843565940000076,-73.87984252999998,POINT (-73.87984252999998 40.843565940000076) +73932183,08/01/2010,22:04:00,BROOKLYN,69,0,RESTAURANT/DINER,false,,,,18-24,M,BLACK,1015063,169931,40.63305251600008,-73.888987264,POINT (-73.888987264 40.63305251600008) +23354054,06/28/2006,0:29:00,BROOKLYN,77,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,991753,187169,40.68041746400007,-73.97295017499994,POINT (-73.97295017499994 40.68041746400007) +65064048,08/24/2009,22:08:00,BROOKLYN,77,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1000768,184108,40.672003479000075,-73.94045505899999,POINT (-73.94045505899999 40.672003479000075) +51359392,09/13/2008,22:45:00,QUEENS,101,0,,false,18-24,M,BLACK,<18,M,BLACK,1052081,159100,40.60311766700005,-73.75572680899995,POINT (-73.75572680899995 40.60311766700005) +91727938,07/20/2013,4:32:00,STATEN ISLAND,120,0,,false,25-44,M,BLACK,25-44,F,BLACK,961580,163524,40.61549122300004,-74.08165622999996,POINT (-74.08165622999996 40.61549122300004) +82419906,12/31/2011,22:10:00,BROOKLYN,90,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,999282,192769,40.695778596000025,-73.94579267699999,POINT (-73.94579267699999 40.695778596000025) +89082043,02/10/2013,21:46:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,986481,148626,40.57462792900003,-73.99197054399998,POINT (-73.99197054399998 40.57462792900003) +109667603,04/19/2014,5:10:00,QUEENS,106,0,,true,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1028607,187930,40.68239827900004,-73.84007215799994,POINT (-73.84007215799996 40.68239827900004) +33413504,07/28/2007,1:28:00,MANHATTAN,32,0,,false,,,,18-24,M,BLACK,999900,238685,40.82180517200004,-73.94345715499998,POINT (-73.94345715499998 40.82180517200004) +92692739,09/19/2013,7:05:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,ASIAN / PACIFIC ISLANDER,989392,155078,40.59233618200005,-73.98148695899994,POINT (-73.98148695899994 40.59233618200005) +60954935,04/17/2009,21:04:00,BROOKLYN,79,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,999215,189479,40.68674841800004,-73.94604160299998,POINT (-73.94604160299998 40.68674841800004) +50163469,08/15/2008,2:55:00,MANHATTAN,32,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1001752,241629,40.82988213900006,-73.93675809999998,POINT (-73.93675809999998 40.82988213900006) +85291460,06/15/2012,3:08:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1017347,241611,40.82978806500005,-73.88040582099995,POINT (-73.88040582099995 40.82978806500005) +23354076,07/02/2006,2:38:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1008878,184164,40.67213834100005,-73.91121881499998,POINT (-73.91121881499998 40.67213834100005) +143677938,06/12/2015,23:42:00,BRONX,45,0,,false,25-44,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1027617,244000,40.83630071700002,-73.84327991899994,POINT (-73.84327991899994 40.83630071700002) +88048818,12/09/2012,19:50:00,MANHATTAN,33,0,,false,,,,25-44,M,WHITE HISPANIC,1002383,247443,40.845838607000076,-73.93446226999998,POINT (-73.93446226999998 40.84583860700008) +55346829,01/01/2009,4:19:00,BRONX,52,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1013734,254081,40.86402732400006,-73.89340651099997,POINT (-73.89340651099997 40.86402732400006) +47768913,06/25/2008,19:27:00,BRONX,46,0,,false,18-24,M,BLACK,45-64,M,BLACK,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +183867923,06/14/2018,21:41:00,BRONX,47,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,"1,021,271","257,055",40.87216165,-73.86614123,POINT (-73.86614123 40.87216165) +85587547,07/04/2012,23:15:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,999215,189479,40.68674841800004,-73.94604160299998,POINT (-73.94604160299998 40.68674841800004) +138779865,09/18/2014,23:26:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1005569,186646,40.678959457000076,-73.92313972699996,POINT (-73.92313972699996 40.678959457000076) +92507553,09/07/2013,3:05:00,BRONX,44,0,,true,18-24,M,BLACK,25-44,M,BLACK,1006852,239269,40.82339303400005,-73.91833724599996,POINT (-73.91833724599996 40.82339303400005) +38745793,01/29/2008,21:50:00,QUEENS,105,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1057466,204039,40.726421843000026,-73.73584631499993,POINT (-73.73584631499993 40.726421843000026) +86437258,08/26/2012,1:05:00,BRONX,49,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1022084,251879,40.85795166600008,-73.86323082199993,POINT (-73.86323082199993 40.85795166600008) +10764211,03/22/2006,16:00:00,BROOKLYN,70,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,995946,172083,40.63900516700004,-73.95785892599997,POINT (-73.95785892599997 40.63900516700004) +142826173,05/11/2015,19:34:00,BROOKLYN,63,0,,false,,,,25-44,M,BLACK,1003995,168121,40.62811603400007,-73.92886872299994,POINT (-73.92886872299994 40.62811603400008) +187823542,09/19/2018,5:00:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,"1,009,100","235,660",40.81348131,-73.91022827,POINT (-73.91022827 40.81348131) +80408800,08/22/2011,21:11:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,45-64,M,WHITE HISPANIC,25-44,M,BLACK,1010363,182581,40.667789106000036,-73.90587160499997,POINT (-73.90587160499997 40.667789106000036) +29191549,05/22/2007,23:16:00,QUEENS,103,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,18-24,M,ASIAN / PACIFIC ISLANDER,1037130,195345,40.70270388400007,-73.80928434099997,POINT (-73.80928434099997 40.70270388400007) +38453872,01/27/2008,2:51:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,997976,173170,40.64198583500007,-73.95054230799997,POINT (-73.95054230799997 40.64198583500007) +155926278,08/18/2016,21:50:00,BRONX,48,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1013374,246264,40.842573190000046,-73.89474199299997,POINT (-73.89474199299997 40.842573190000046) +145691475,08/28/2015,1:54:00,BROOKLYN,71,0,BAR/NIGHT CLUB,true,,,,25-44,F,BLACK,995198,179420,40.65914459900005,-73.96054217899997,POINT (-73.96054217899997 40.65914459900006) +173875577,01/21/2018,3:43:00,QUEENS,111,0,,false,,,,25-44,M,BLACK,"1,048,681","216,305",40.76015719,-73.76742395,POINT (-73.76742395 40.76015719) +64773332,08/15/2009,21:55:00,BRONX,43,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,1018110,240290,40.82615940800008,-73.87765539999998,POINT (-73.87765539999998 40.82615940800008) +33008214,07/09/2007,22:57:00,BRONX,52,0,,false,UNKNOWN,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1012027,253649,40.86284715100004,-73.899579697,POINT (-73.899579697 40.86284715100004) +32564597,06/21/2007,9:00:00,BROOKLYN,75,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1017952,185735,40.67642048700003,-73.87849970999997,POINT (-73.87849970999997 40.67642048700003) +24930770,10/22/2006,4:30:00,BROOKLYN,71,0,,false,UNKNOWN,M,BLACK HISPANIC,18-24,M,BLACK,997071,181380,40.664521853000046,-73.95378770499997,POINT (-73.95378770499997 40.664521853000046) +141229710,03/03/2015,22:52:00,MANHATTAN,25,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,1001883,233380,40.80724069600007,-73.93630640599997,POINT (-73.93630640599997 40.80724069600007) +177934246,04/07/2018,22:15:00,MANHATTAN,7,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,"989,963","200,171",40.71610627,-73.9793928,POINT (-73.9793928 40.71610627) +52122543,10/12/2008,21:05:00,QUEENS,105,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1055480,192979,40.69608111100007,-73.74312854999994,POINT (-73.74312854999994 40.69608111100007) +87915622,11/30/2012,9:00:00,BRONX,48,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,1017483,245763,40.841183585000074,-73.87989381599994,POINT (-73.87989381599994 40.841183585000074) +150772441,02/27/2016,23:57:00,BROOKLYN,77,1,,false,,,,18-24,M,BLACK,997981,183327,40.669864569000026,-73.95050361299997,POINT (-73.95050361299997 40.669864569000026) +51412514,09/14/2008,14:40:00,MANHATTAN,13,0,MULTI DWELL - APT BUILD,true,45-64,M,WHITE,65+,F,WHITE,987528,207496,40.73621285000007,-73.98817307099996,POINT (-73.98817307099996 40.73621285000007) +188062789,09/26/2018,21:13:00,BRONX,41,0,,false,,,,18-24,M,BLACK,"1,012,346","236,787",40.81656488,-73.89849706,POINT (-73.89849706 40.81656488) +90572264,05/11/2013,6:00:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,WHITE HISPANIC,1019639,184384,40.672705716000046,-73.87242487399999,POINT (-73.87242487399999 40.672705716000046) +159875727,01/02/2017,21:25:00,MANHATTAN,34,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1000384,249247,40.850793933000034,-73.94168303299993,POINT (-73.94168303299993 40.850793933000034) +82518240,01/07/2012,10:30:00,BRONX,42,0,,false,18-24,M,BLACK,18-24,M,BLACK,1012334,242548,40.83237722100006,-73.89851629999998,POINT (-73.89851629999998 40.83237722100006) +23354047,06/26/2006,22:11:00,QUEENS,109,0,,false,<18,M,BLACK,18-24,M,WHITE HISPANIC,1032336,217196,40.76270675300003,-73.82641817999998,POINT (-73.82641817999998 40.76270675300003) +45295552,04/07/2008,17:08:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1010876,182683,40.668067545000035,-73.90402198699996,POINT (-73.90402198699996 40.668067545000035) +44823478,03/26/2008,20:12:00,BROOKLYN,75,0,CHAIN STORE,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +178202865,04/13/2018,21:03:00,BRONX,50,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK HISPANIC,"1,009,418","258,118",40.87512101,-73.90899518,POINT (-73.90899518 40.87512101) +189580004,11/04/2018,1:00:00,BRONX,42,0,,false,,,,25-44,M,BLACK,"1,012,854","243,122",40.83395102,-73.89663477,POINT (-73.89663477 40.83395102) +92275696,08/24/2013,5:07:00,MANHATTAN,33,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1000876,246890,40.84432375100005,-73.93991047999998,POINT (-73.93991047999998 40.84432375100005) +93386806,11/01/2013,23:30:00,BRONX,48,0,,false,,,,18-24,M,BLACK,1015295,248107,40.84762513600003,-73.88779062399993,POINT (-73.88779062399993 40.84762513600003) +23354144,07/11/2006,21:32:00,BROOKLYN,79,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +138898674,09/27/2014,17:48:00,BROOKLYN,73,0,,false,,,,45-64,F,BLACK,1007962,183992,40.67166874000004,-73.91452154899997,POINT (-73.91452154899997 40.67166874000004) +139314156,10/23/2014,5:00:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1015238,180730,40.66269280500006,-73.88830715999995,POINT (-73.88830715999995 40.66269280500006) +84695087,05/12/2012,21:34:00,BRONX,41,0,GROCERY/BODEGA,false,,,,18-24,F,WHITE HISPANIC,1014852,237687,40.819026802000046,-73.88943936099997,POINT (-73.88943936099997 40.819026802000046) +34795355,10/02/2007,19:05:00,BRONX,46,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +150671640,02/25/2016,3:54:00,BROOKLYN,77,0,BAR/NIGHT CLUB,false,,,,25-44,M,BLACK,995383,187055,40.680100739000075,-73.95986278599996,POINT (-73.95986278599996 40.680100739000075) +187133718,08/31/2018,23:16:00,MANHATTAN,13,0,,false,25-44,F,BLACK,<18,F,BLACK,"989,738","209,197",40.74088058,-73.98019709,POINT (-73.98019709 40.74088058) +48480867,07/20/2008,4:02:00,BROOKLYN,90,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,995391,198840,40.712447818000044,-73.959814452,POINT (-73.959814452 40.712447818000044) +149347431,01/14/2016,0:26:00,MANHATTAN,9,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK,990662,204062,40.726785644000074,-73.97686757799994,POINT (-73.97686757799994 40.726785644000074) +24248676,09/10/2006,1:00:00,BRONX,44,0,,false,UNKNOWN,M,BLACK,<18,M,WHITE HISPANIC,1003728,241681,40.83002072700003,-73.92961768999999,POINT (-73.92961768999999 40.83002072700003) +155775946,08/14/2016,23:23:00,BRONX,48,0,,false,45-64,M,WHITE HISPANIC,25-44,F,WHITE HISPANIC,1016802,250581,40.854410101000035,-73.882331632,POINT (-73.882331632 40.854410101000035) +63656613,07/12/2009,2:30:00,BROOKLYN,70,0,,false,18-24,M,BLACK HISPANIC,25-44,M,BLACK HISPANIC,995944,176899,40.65222405100008,-73.95785778499999,POINT (-73.95785778499999 40.65222405100008) +23354131,07/09/2006,1:13:00,QUEENS,113,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1046405,187113,40.680048726000045,-73.77590919399995,POINT (-73.77590919399995 40.680048726000045) +74036603,08/07/2010,2:20:00,BRONX,48,0,,false,,,,18-24,M,BLACK HISPANIC,1013797,247766,40.84669433200002,-73.89320657799993,POINT (-73.89320657799993 40.84669433200002) +77087679,02/01/2011,15:45:00,BROOKLYN,81,0,,false,18-24,M,WHITE HISPANIC,18-24,M,ASIAN / PACIFIC ISLANDER,1001139,192775,40.69579171600003,-73.939095905,POINT (-73.939095905 40.69579171600003) +15400535,05/08/2006,16:10:00,BROOKLYN,60,2,MULTI DWELL - 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APT BUILD,false,,,,25-44,M,BLACK,1003020,183623,40.67066777500003,-73.93233808999997,POINT (-73.93233808999997 40.67066777500003) +64086394,07/26/2009,0:44:00,BROOKLYN,83,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1008716,191265,40.691629414000026,-73.91177703499993,POINT (-73.91177703499993 40.691629414000026) +167835443,08/06/2017,3:40:00,BRONX,43,0,,false,,,,25-44,M,WHITE HISPANIC,1020183,239283,40.82338729100008,-73.87017045,POINT (-73.87017045 40.82338729100008) +33413512,07/28/2007,22:37:00,MANHATTAN,24,0,,true,18-24,M,WHITE HISPANIC,18-24,M,BLACK,993373,229301,40.79605784000006,-73.96705230699997,POINT (-73.96705230699997 40.79605784000006) +138027506,08/03/2014,3:38:00,BRONX,41,0,RESTAURANT/DINER,false,,,,25-44,M,BLACK HISPANIC,1011026,236434,40.815600095000036,-73.90326731999993,POINT (-73.90326731999993 40.815600095000036) +91782956,07/23/2013,17:59:00,BROOKLYN,60,0,,false,,,,18-24,M,BLACK,987641,148923,40.57544276900006,-73.98779476299995,POINT (-73.98779476299995 40.57544276900006) +93627332,11/17/2013,20:58:00,BRONX,50,0,,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1009070,258188,40.875314126000035,-73.91025327399994,POINT (-73.91025327399994 40.875314126000035) +140591803,01/17/2015,7:00:00,BRONX,46,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1006048,171108,40.63630990100006,-73.92146300499998,POINT (-73.92146300499998 40.63630990100006) +44515781,03/14/2008,15:00:00,BROOKLYN,73,0,,false,25-44,M,BLACK,<18,F,BLACK,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +75840576,12/04/2010,16:00:00,BRONX,43,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK HISPANIC,<18,M,BLACK,1019939,243591,40.83521249700004,-73.87102913699994,POINT (-73.87102913699994 40.83521249700004) +73074973,06/06/2010,3:21:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,1009281,186911,40.67967710400006,-73.90975581999999,POINT (-73.90975581999999 40.67967710400006) +175070654,02/22/2018,2:32:00,BRONX,41,0,,false,,,,18-24,M,BLACK,"1,014,927","237,541",40.81862581,-73.88916906,POINT (-73.88916906 40.81862581000001) +60217269,04/02/2009,21:37:00,BROOKLYN,79,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,998486,187457,40.681199692000064,-73.94867445499993,POINT (-73.94867445499993 40.681199692000064) +56422562,02/08/2009,1:23:00,MANHATTAN,33,0,COMMERCIAL BLDG,false,<18,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1002051,245311,40.839987567000044,-73.93566789499994,POINT (-73.93566789499994 40.839987567000044) +81177703,10/12/2011,18:30:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,997843,175671,40.64885074700004,-73.95101651099996,POINT (-73.95101651099996 40.64885074700004) +28635705,04/23/2007,12:19:00,BROOKLYN,79,0,,true,,,,25-44,M,BLACK,999634,190253,40.688872153000034,-73.94452903199993,POINT (-73.94452903199993 40.688872153000034) +10333325,02/04/2006,3:30:00,BRONX,43,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,1024146,234783,40.811019058000056,-73.85587834599994,POINT (-73.85587834599994 40.811019058000056) +75561355,11/14/2010,20:10:00,BROOKLYN,81,0,,true,18-24,M,BLACK,25-44,M,BLACK,1004624,186234,40.677830836000055,-73.92654799399996,POINT (-73.92654799399996 40.677830836000055) +79451577,06/22/2011,23:55:00,QUEENS,115,0,PVT HOUSE,false,<18,M,BLACK,18-24,M,BLACK,1019878,218946,40.76756902700004,-73.87138034599997,POINT (-73.87138034599997 40.76756902700004) +54515432,11/30/2008,9:30:00,MANHATTAN,17,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,992411,215025,40.75687491100007,-73.97054405699998,POINT (-73.97054405699998 40.75687491100007) +50142670,08/16/2008,23:12:00,MANHATTAN,32,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK HISPANIC,999358,236472,40.81573205300003,-73.94542041099999,POINT (-73.94542041099999 40.81573205300003) +25965072,12/27/2006,11:46:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +67430589,11/03/2009,4:35:00,BRONX,50,0,BAR/NIGHT CLUB,false,UNKNOWN,M,UNKNOWN,25-44,M,BLACK HISPANIC,1011711,260088,40.880521213000065,-73.90069573699996,POINT (-73.90069573699998 40.880521213000065) +137354849,06/21/2014,4:15:00,BROOKLYN,69,2,,false,,,,18-24,M,BLACK,1013604,176253,40.650409995000075,-73.89421629099996,POINT (-73.89421629099996 40.650409995000075) +28848169,05/05/2007,4:39:00,BROOKLYN,77,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1003606,185050,40.67458330800008,-73.93022154099998,POINT (-73.93022154099998 40.67458330800008) +148879570,12/28/2015,15:18:00,QUEENS,103,0,,false,25-44,M,BLACK,25-44,M,BLACK,1040304,195928,40.70428454200004,-73.79783217299997,POINT (-73.79783217299997 40.70428454200004) +25344911,11/16/2006,18:43:00,BRONX,48,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1014546,245736,40.84112004200006,-73.89050856099993,POINT (-73.89050856099993 40.84112004200006) +87612716,11/09/2012,9:07:00,QUEENS,113,0,PVT HOUSE,false,25-44,M,BLACK,18-24,M,BLACK,1046624,184398,40.67259514700004,-73.77514474599997,POINT (-73.77514474599997 40.67259514700004) +10804583,03/24/2006,20:28:00,BROOKLYN,67,0,BEAUTY/NAIL SALON,false,UNKNOWN,M,BLACK,45-64,M,BLACK,1007016,178100,40.65549899200005,-73.91795169699996,POINT (-73.91795169699996 40.65549899200005) +24675456,10/06/2006,16:50:00,BROOKLYN,75,2,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,<18,F,BLACK,1000866,226632,40.788721243000055,-73.93999677399995,POINT (-73.93999677399995 40.788721243000055) +24129969,09/03/2006,0:28:00,BRONX,44,0,,false,UNKNOWN,M,BLACK HISPANIC,25-44,M,BLACK,1006434,244344,40.83732351100008,-73.91983075699994,POINT (-73.91983075699994 40.83732351100008) +81620138,11/09/2011,9:00:00,MANHATTAN,30,0,,false,25-44,M,BLACK,25-44,M,BLACK,1000047,240579,40.82700340200005,-73.94292157699994,POINT (-73.94292157699994 40.82700340200005) +24675457,10/06/2006,18:30:00,QUEENS,113,0,,false,18-24,M,BLACK,18-24,M,BLACK,1040609,189082,40.68549196900005,-73.79678941599997,POINT (-73.79678941599997 40.68549196900005) +87107847,10/06/2012,2:25:00,QUEENS,102,0,,true,,,,18-24,M,WHITE HISPANIC,1027098,192651,40.69536375500007,-73.84548282499998,POINT (-73.84548282499998 40.69536375500007) +35803777,11/18/2007,1:00:00,BROOKLYN,75,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +28726809,04/29/2007,0:29:00,MANHATTAN,34,0,,false,,,,18-24,M,WHITE HISPANIC,1005426,254690,40.86572268100008,-73.92344088699997,POINT (-73.92344088699997 40.86572268100008) +87865310,11/28/2012,4:08:00,QUEENS,115,0,PVT HOUSE,false,,,,18-24,M,WHITE HISPANIC,1019342,213253,40.75194535700007,-73.87334507899999,POINT (-73.873345079 40.75194535700007) +10333339,02/05/2006,13:08:00,MANHATTAN,32,0,CHAIN STORE,true,,,,25-44,M,ASIAN / PACIFIC ISLANDER,1001520,238402,40.82102539800008,-73.93760473699997,POINT (-73.93760473699997 40.82102539800008) +76053489,12/17/2010,16:52:00,QUEENS,113,0,,true,<18,M,BLACK,18-24,M,BLACK,1054448,192926,40.69594388500008,-73.746850727,POINT (-73.746850727 40.69594388500008) +50499451,08/24/2008,3:03:00,MANHATTAN,25,0,,true,25-44,M,BLACK,25-44,M,BLACK,1001122,231521,40.80213973700006,-73.93906000899995,POINT (-73.93906000899995 40.80213973700006) +55803388,01/18/2009,16:22:00,BRONX,42,0,,true,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1015121,242644,40.83263141200007,-73.88844468499997,POINT (-73.88844468499997 40.832631412000076) +79853873,07/16/2011,5:07:00,BRONX,49,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK HISPANIC,1007217,234877,40.81133729000004,-73.91703347999999,POINT (-73.91703347999999 40.81133729000004) +88089219,12/12/2012,14:55:00,QUEENS,103,0,,false,18-24,M,WHITE HISPANIC,25-44,M,ASIAN / PACIFIC ISLANDER,1037070,195060,40.70192198600006,-73.80950297099997,POINT (-73.80950297099997 40.70192198600006) +144425167,07/10/2015,23:20:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,989392,155078,40.59233618200005,-73.98148695899994,POINT (-73.98148695899994 40.59233618200005) +76088534,12/21/2010,18:48:00,BROOKLYN,62,0,PVT HOUSE,false,18-24,M,WHITE,18-24,M,WHITE,986637,156473,40.59616634800005,-73.99140622299996,POINT (-73.99140622299997 40.59616634800005) +87727623,11/17/2012,1:30:00,QUEENS,105,0,,false,18-24,M,BLACK,25-44,M,BLACK,1057221,185279,40.674932279000075,-73.736933503,POINT (-73.736933503 40.674932279000075) +12835945,05/07/2006,11:34:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,45-64,F,BLACK,1012339,182682,40.66806027900003,-73.89874827999995,POINT (-73.89874827999995 40.66806027900003) +26302593,01/15/2007,2:11:00,BROOKLYN,77,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,997053,184861,40.67407644700006,-73.95384597499998,POINT (-73.95384597499998 40.67407644700007) +32155712,06/07/2007,14:36:00,BROOKLYN,62,0,PVT HOUSE,true,UNKNOWN,U,UNKNOWN,65+,M,WHITE,983568,158909,40.60285297100006,-74.00245746199994,POINT (-74.00245746199994 40.60285297100006) +74788924,09/26/2010,21:30:00,MANHATTAN,9,0,MULTI DWELL - APT BUILD,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE,987756,204106,40.72690804200005,-73.987352119,POINT (-73.987352119 40.72690804200005) +16692685,06/05/2006,23:48:00,STATEN ISLAND,120,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,959780,175052,40.647128347000034,-74.08818142299998,POINT (-74.08818142299998 40.647128347000034) +159815408,12/31/2016,1:05:00,BROOKLYN,67,0,BAR/NIGHT CLUB,true,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,996529,175457,40.64826528200007,-73.95575214499998,POINT (-73.95575214499998 40.64826528200007) +80328707,08/17/2011,1:21:00,BROOKLYN,61,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1001807,156581,40.59644571900003,-73.93678114299998,POINT (-73.93678114299998 40.59644571900003) +49935065,08/09/2008,0:25:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,989561,192267,40.69441189400004,-73.98084918099994,POINT (-73.98084918099994 40.69441189400004) +73759965,07/20/2010,17:30:00,BRONX,52,0,,false,<18,M,BLACK,18-24,M,BLACK HISPANIC,1013115,255492,40.867902134000076,-73.89563833299998,POINT (-73.89563833299998 40.867902134000076) +90929326,06/02/2013,15:23:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,18-24,M,BLACK,995957,177431,40.653684258000055,-73.95781001099994,POINT (-73.95781001099994 40.653684258000055) +58995647,02/22/2009,21:36:00,BRONX,48,0,,false,18-24,M,BLACK,25-44,M,BLACK,1014850,247413,40.84572186500003,-73.88940222199994,POINT (-73.88940222199994 40.84572186500003) +88931835,01/31/2013,18:07:00,BRONX,48,0,MULTI DWELL - APT BUILD,true,25-44,M,WHITE HISPANIC,25-44,M,BLACK,1016673,247622,40.84628900300004,-73.88281225199995,POINT (-73.88281225199995 40.84628900300004) +46803515,05/28/2008,15:54:00,STATEN ISLAND,120,0,,false,<18,M,BLACK,<18,M,WHITE HISPANIC,960871,171544,40.63750259000005,-74.08423774599999,POINT (-74.08423774599999 40.63750259000005) +25640834,12/06/2006,19:43:00,BROOKLYN,77,0,,false,,,,25-44,M,WHITE,1005441,184756,40.67377214200008,-73.92360714999995,POINT (-73.92360714999995 40.67377214200008) +58995645,02/22/2009,1:28:00,BRONX,47,0,,false,18-24,M,BLACK,<18,M,BLACK,1022241,261346,40.88393498300008,-73.86260958799994,POINT (-73.86260958799994 40.88393498300008) +51559657,09/21/2008,21:50:00,BRONX,46,0,,false,,,,25-44,M,BLACK,1007868,249949,40.85270386900004,-73.91462869099996,POINT (-73.91462869099998 40.85270386900004) +24264430,09/11/2006,18:22:00,BROOKLYN,81,0,MULTI DWELL - 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PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,BLACK,"1,009,418","258,118",40.87512101,-73.90899518,POINT (-73.90899518 40.87512101) +153916054,06/12/2016,3:40:00,BROOKLYN,70,0,,false,25-44,M,BLACK,25-44,M,BLACK,996683,172472,40.64007188400007,-73.95520268299998,POINT (-73.95520268299998 40.64007188400007) +90925984,06/01/2013,3:00:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1010165,181388,40.664515169000026,-73.90658992299996,POINT (-73.90658992299996 40.664515169000026) +156690336,09/14/2016,2:24:00,QUEENS,103,0,MULTI DWELL - APT BUILD,false,18-24,M,WHITE HISPANIC,18-24,F,BLACK,1043344,193791,40.69839921400006,-73.78688663599996,POINT (-73.78688663599996 40.69839921400006) +69758510,01/09/2010,23:30:00,MANHATTAN,19,0,,false,18-24,M,WHITE HISPANIC,18-24,F,WHITE HISPANIC,997638,224187,40.78201584900006,-73.95165878699999,POINT (-73.95165878699999 40.78201584900007) +157022337,09/25/2016,22:30:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1000919,176238,40.65040178300006,-73.939930168,POINT (-73.939930168 40.65040178300006) +76649357,12/30/2010,22:51:00,BRONX,49,0,,false,,,,18-24,M,WHITE,1027440,251415,40.85665355000003,-73.84387180799997,POINT (-73.84387180799999 40.85665355000003) +144358519,07/09/2015,5:25:00,STATEN ISLAND,121,0,,false,18-24,M,BLACK,18-24,M,BLACK,947576,171979,40.63865150000004,-74.13214294199997,POINT (-74.13214294199997 40.63865150000004) +24103844,08/30/2006,18:05:00,BROOKLYN,73,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,1002313,231159,40.801143793000044,-73.93475910899997,POINT (-73.93475910899997 40.801143793000044) +81712620,11/15/2011,17:56:00,BROOKLYN,75,0,PVT HOUSE,false,<18,M,BLACK,18-24,M,BLACK,1012778,180443,40.661913321000036,-73.89717527999993,POINT (-73.89717527999993 40.661913321000036) +75538349,11/13/2010,3:50:00,QUEENS,114,0,,true,,,,25-44,M,BLACK,1007465,215324,40.75766888100002,-73.91620514999995,POINT (-73.91620514999995 40.75766888100002) +77346305,02/18/2011,10:28:00,BRONX,47,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK,1021627,260514,40.881654026000035,-73.86483471699995,POINT (-73.86483471699995 40.881654026000035) +79726750,07/10/2011,0:05:00,BRONX,47,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1030304,261267,40.883679760000064,-73.83345090499995,POINT (-73.83345090499995 40.883679760000064) +72050190,04/04/2010,3:26:00,BRONX,43,0,,false,,,,25-44,M,BLACK HISPANIC,1017689,241175,40.82859008200006,-73.87917218299998,POINT (-73.879172183 40.82859008200006) +16631483,05/29/2006,0:02:00,MANHATTAN,25,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1002710,229592,40.796841984000025,-73.93332947899995,POINT (-73.93332947899995 40.796841984000025) +68252288,11/27/2009,15:50:00,BRONX,52,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1012901,254530,40.86526243400005,-73.89641617399997,POINT (-73.89641617399997 40.86526243400005) +75735748,11/27/2010,4:35:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,1009236,177981,40.65516637800005,-73.90995115799996,POINT (-73.90995115799996 40.65516637800005) +46361469,05/10/2008,21:15:00,QUEENS,113,0,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,25-44,F,BLACK,999061,229912,40.79772716600007,-73.94650786199998,POINT (-73.94650786199999 40.79772716600007) +74617152,09/14/2010,18:44:00,QUEENS,102,0,,true,,,,<18,M,WHITE,1027490,194107,40.699358224000036,-73.84405984799997,POINT (-73.84405984799997 40.699358224000036) +182930732,05/19/2018,7:30:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,"1,007,564","188,288",40.68346134,-73.91594145,POINT (-73.91594145 40.68346134) +157130894,09/28/2016,7:24:00,BROOKLYN,79,0,GROCERY/BODEGA,true,18-24,M,BLACK,45-64,M,WHITE,999264,191808,40.693140904000074,-73.94585973099998,POINT (-73.945859731 40.693140904000074) +171292988,11/07/2017,4:21:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,984113,148364,40.57390906900008,-74.00049458999997,POINT (-74.00049458999997 40.57390906900008) +86772745,09/16/2012,21:04:00,BROOKLYN,88,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,991148,192533,40.69514090800004,-73.975125947,POINT (-73.975125947 40.69514090800004) +79136158,06/03/2011,19:26:00,BRONX,42,0,,false,,,,<18,M,BLACK,1015275,240502,40.826751699000056,-73.88789808999996,POINT (-73.88789808999996 40.826751699000056) +142091383,04/12/2015,18:09:00,BROOKLYN,69,0,,false,,,,18-24,M,BLACK,1007009,171129,40.63636512400007,-73.91800044299998,POINT (-73.91800044299998 40.63636512400007) +54579988,12/02/2008,20:33:00,BRONX,46,0,MULTI DWELL - 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PUBLIC HOUS,false,45-64,F,BLACK,45-64,M,BLACK,1016435,169704,40.63242457100006,-73.88404526199997,POINT (-73.88404526199997 40.63242457100006) +173354054,01/06/2018,21:05:00,BRONX,47,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,45-64,F,WHITE HISPANIC,"1,024,405","267,090",40.89969085,-73.8547492,POINT (-73.8547492 40.89969085) +85910307,07/24/2012,19:33:00,BROOKLYN,77,0,,true,,,,18-24,M,BLACK,1002251,183677,40.67081759000007,-73.93511008699994,POINT (-73.93511008699994 40.67081759000007) +60025215,03/28/2009,9:19:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,45-64,M,BLACK,1005118,186679,40.679051109000056,-73.92476562099995,POINT (-73.92476562099995 40.67905110900006) +81217007,10/14/2011,1:21:00,BRONX,44,0,,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1009320,244248,40.83705229900005,-73.90940141499993,POINT (-73.90940141499993 40.83705229900005) +138877535,09/25/2014,20:42:00,BROOKLYN,75,0,,true,,,,18-24,M,BLACK,1018945,183291,40.669708425000074,-73.87493235099998,POINT (-73.87493235099998 40.669708425000074) +149127600,01/07/2016,1:45:00,MANHATTAN,34,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1005202,253699,40.863003221000035,-73.92425384299997,POINT (-73.92425384299997 40.863003221000035) +146564482,09/30/2015,20:46:00,BRONX,45,0,,true,18-24,M,BLACK,18-24,M,BLACK,1025713,244278,40.83707289000005,-73.85015894299994,POINT (-73.85015894299994 40.83707289000005) +90820226,05/26/2013,15:41:00,BROOKLYN,67,0,,true,,,,25-44,M,BLACK,1004204,178880,40.65764670300007,-73.92808396499998,POINT (-73.92808396499998 40.65764670300007) +91739682,07/21/2013,16:56:00,BROOKLYN,75,0,,true,25-44,M,BLACK,<18,M,BLACK,1015238,180730,40.66269280500006,-73.88830715999995,POINT (-73.88830715999995 40.66269280500006) +16692665,06/02/2006,21:42:00,BROOKLYN,75,0,,false,25-44,M,WHITE,18-24,M,WHITE HISPANIC,1016056,186594,40.67878526100003,-73.88533106599994,POINT (-73.88533106599994 40.67878526100003) +69526314,01/01/2010,14:30:00,BRONX,42,2,MULTI DWELL - 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PUBLIC HOUS,true,45-64,M,BLACK,18-24,M,BLACK,1005828,187069,40.68011986800008,-73.92220459599997,POINT (-73.92220459599997 40.68011986800008) +73064785,06/06/2010,5:20:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1015724,181689,40.665323331000025,-73.88655092899995,POINT (-73.88655092899995 40.665323331000025) +54301672,11/21/2008,13:11:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,1015121,242644,40.83263141200007,-73.88844468499997,POINT (-73.88844468499997 40.832631412000076) +24740697,10/10/2006,21:27:00,MANHATTAN,33,0,,false,,,,18-24,M,BLACK HISPANIC,1001409,246594,40.84351029800007,-73.937984827,POINT (-73.937984827 40.84351029800007) +170630332,10/23/2017,23:50:00,BROOKLYN,72,0,,false,,,,18-24,M,WHITE HISPANIC,982195,175326,40.64791398800003,-74.00740691699998,POINT (-74.00740691699998 40.64791398800003) +63883797,07/19/2009,4:34:00,BROOKLYN,69,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK,1008500,171443,40.63722303100008,-73.91262722399993,POINT (-73.91262722399995 40.63722303100009) +47983978,07/05/2008,11:22:00,BRONX,41,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1012141,236947,40.81700468600008,-73.89923701099997,POINT (-73.89923701099997 40.81700468600008) +53790047,11/05/2008,21:37:00,MANHATTAN,30,0,,false,18-24,M,BLACK,18-24,F,ASIAN / PACIFIC ISLANDER,999357,238995,40.82265698000003,-73.94541834399996,POINT (-73.94541834399996 40.82265698000003) +85501065,06/29/2012,10:48:00,MANHATTAN,5,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,1009568,187500,40.681292959000075,-73.90871887299994,POINT (-73.90871887299994 40.681292959000075) +155775757,08/13/2016,4:55:00,QUEENS,103,0,,false,18-24,M,BLACK,25-44,M,BLACK,1039375,194137,40.699374514000056,-73.80119743399997,POINT (-73.80119743399997 40.699374514000056) +73932182,08/01/2010,15:45:00,BROOKLYN,76,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,982405,184397,40.67281193500003,-74.00665263699995,POINT (-74.00665263699995 40.67281193500003) +156071861,08/23/2016,23:04:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1021548,183085,40.66913241900005,-73.86555016999995,POINT (-73.86555016999995 40.66913241900005) +171866987,11/22/2017,4:13:00,BRONX,41,0,,false,,,,18-24,M,BLACK,1011837,239059,40.82280248200004,-73.90032661699998,POINT (-73.90032661699998 40.82280248200004) +68516060,12/05/2009,1:29:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,997920,227368,40.790746414000076,-73.95063404199995,POINT (-73.95063404199995 40.790746414000076) +144055148,06/26/2015,22:24:00,BROOKLYN,60,0,,false,25-44,M,BLACK,18-24,M,BLACK,986771,148698,40.57482547700005,-73.99092660999997,POINT (-73.99092660999997 40.57482547700005) +11118845,04/14/2006,0:33:00,BROOKLYN,77,2,GROCERY/BODEGA,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1003508,185056,40.67459999000005,-73.93057482199998,POINT (-73.93057482199998 40.67459999000005) +64116658,07/24/2009,22:25:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1005711,185258,40.67514936800006,-73.922632192,POINT (-73.922632192 40.67514936800007) +80784453,09/18/2011,19:55:00,BRONX,43,0,GROCERY/BODEGA,false,18-24,M,WHITE HISPANIC,45-64,M,WHITE,1021019,238939,40.82243966900006,-73.86715175299997,POINT (-73.86715175299997 40.82243966900006) +137670655,07/11/2014,0:40:00,QUEENS,114,0,,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1002603,220529,40.771966689000074,-73.93374068899993,POINT (-73.93374068899993 40.771966689000074) +64169804,07/28/2009,0:30:00,MANHATTAN,34,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1004201,252769,40.86045297100002,-73.92787551699998,POINT (-73.92787551699998 40.86045297100002) +27181288,03/03/2007,14:36:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,998286,189885,40.68786431700005,-73.94939048399993,POINT (-73.94939048399993 40.68786431700005) +33478093,07/31/2007,2:19:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,45-64,M,BLACK,998032,175598,40.648650085000035,-73.95033556299995,POINT (-73.95033556299995 40.648650085000035) +89519104,03/07/2013,18:17:00,BRONX,47,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1009167,184323,40.67257395100006,-73.91017639799998,POINT (-73.91017639799998 40.67257395100007) +34021452,08/27/2007,18:14:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,<18,F,BLACK,1000582,185100,40.67472664100006,-73.94112317399998,POINT (-73.94112317399998 40.67472664100006) +84410721,04/25/2012,12:53:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK,997453,181126,40.66382411700005,-73.95241126899998,POINT (-73.95241126899998 40.66382411700005) +55195357,12/26/2008,22:13:00,BROOKLYN,73,0,,true,,,,<18,M,BLACK,1009870,179581,40.65955621400008,-73.90766012599995,POINT (-73.90766012599995 40.65955621400008) +34396682,09/14/2007,2:24:00,BROOKLYN,77,0,BAR/NIGHT CLUB,true,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1003508,185056,40.67459999000005,-73.93057482199998,POINT (-73.93057482199998 40.67459999000005) +34720464,09/30/2007,17:30:00,BRONX,44,0,,false,UNKNOWN,M,BLACK,<18,M,WHITE HISPANIC,1008787,243961,40.83626606400002,-73.91132866299995,POINT (-73.91132866299995 40.83626606400002) +156246452,08/28/2016,5:15:00,BROOKLYN,76,0,,false,,,,18-24,M,BLACK,984896,186539,40.67869141200004,-73.99767241999997,POINT (-73.99767241999997 40.67869141200004) +184156175,06/20/2018,4:17:00,QUEENS,105,0,,false,25-44,M,BLACK,25-44,M,BLACK,"1,054,933","186,314",40.67779167,-73.74517108,POINT (-73.74517108 40.677791670000005) +159179866,12/08/2016,9:59:00,STATEN ISLAND,120,0,,false,25-44,M,BLACK,45-64,M,BLACK,959470,174811,40.64646599200007,-74.08929765199997,POINT (-74.08929765199997 40.64646599200007) +79369560,06/17/2011,22:07:00,STATEN ISLAND,120,0,,false,<18,M,BLACK,18-24,M,BLACK HISPANIC,960027,171660,40.63781871700007,-74.08727915699995,POINT (-74.08727915699995 40.63781871700007) +37523045,01/05/2008,20:36:00,QUEENS,110,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1000215,193000,40.69641100300004,-73.94242752399998,POINT (-73.94242752399998 40.69641100300004) +52183622,10/13/2008,5:20:00,QUEENS,110,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1017694,210869,40.74540826800006,-73.87930499699996,POINT (-73.87930499699996 40.74540826800006) +10619095,03/06/2006,15:16:00,BRONX,40,0,,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,1007060,234521,40.81036057500006,-73.91760184999998,POINT (-73.91760184999998 40.81036057500006) +85980014,07/29/2012,18:55:00,BROOKLYN,73,0,,false,18-24,M,BLACK,25-44,M,BLACK,1008245,183796,40.67113000200004,-73.91350205499998,POINT (-73.91350205499998 40.67113000200004) +62571371,06/08/2009,14:58:00,BRONX,40,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK HISPANIC,1010206,238120,40.82023013700007,-73.90622322499998,POINT (-73.90622322499998 40.82023013700007) +46828608,05/29/2008,2:03:00,QUEENS,100,0,MULTI DWELL - PUBLIC HOUS,false,,,,45-64,F,BLACK,1037418,153512,40.58787986600004,-73.80857534199998,POINT (-73.80857534199998 40.58787986600004) +72845467,05/23/2010,3:07:00,BRONX,46,0,,true,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1010712,250852,40.85517426800004,-73.90434483399997,POINT (-73.90434483399997 40.85517426800004) +80565374,09/02/2011,18:55:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1004400,179970,40.66063806900007,-73.92737429299996,POINT (-73.92737429299996 40.66063806900007) +158064529,10/28/2016,19:31:00,BROOKLYN,81,0,,false,,,,25-44,M,BLACK,1002701,190691,40.69006849900006,-73.93346868999998,POINT (-73.93346868999998 40.69006849900006) +81813785,11/21/2011,0:03:00,BRONX,47,0,,false,,,,18-24,M,ASIAN / PACIFIC ISLANDER,1021271,257055,40.87216165000007,-73.86614123499999,POINT (-73.86614123499999 40.87216165000007) +66073168,09/23/2009,17:00:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1006925,182865,40.66857809500005,-73.91826364199994,POINT (-73.91826364199994 40.66857809500005) +73710670,07/16/2010,18:51:00,BROOKLYN,73,2,MULTI DWELL - 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APT BUILD,true,18-24,M,BLACK,18-24,M,BLACK,994343,177132,40.65286555500006,-73.96362723099996,POINT (-73.96362723099996 40.65286555500006) +71136612,02/06/2010,1:46:00,QUEENS,115,0,COMMERCIAL BLDG,false,45-64,M,WHITE,25-44,M,WHITE,1012878,213439,40.752479169000026,-73.89667455899996,POINT (-73.89667455899996 40.752479169000026) +65192508,08/27/2009,21:00:00,BROOKLYN,79,0,,false,,,,18-24,M,BLACK,999636,192000,40.69366726100003,-73.94451782999994,POINT (-73.94451782999995 40.69366726100003) +45295554,04/07/2008,19:09:00,MANHATTAN,32,0,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,65+,F,BLACK,1002118,242744,40.83294176100002,-73.93543259299997,POINT (-73.93543259299997 40.83294176100002) +141680564,03/26/2015,17:12:00,BRONX,43,0,,true,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1018876,241924,40.83064129700006,-73.87487918899996,POINT (-73.87487918899996 40.83064129700006) +56422560,02/08/2009,3:45:00,BRONX,44,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,45-64,M,BLACK HISPANIC,1007072,239961,40.825291812000046,-73.91754000199995,POINT (-73.91754000199995 40.825291812000046) +25297609,11/14/2006,20:25:00,BRONX,41,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,45-64,M,UNKNOWN,951637,171142,40.636369999000074,-74.11750657,POINT (-74.11750657 40.636369999000074) +151472274,03/13/2016,20:00:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1005950,179753,40.660038790000044,-73.92178829099998,POINT (-73.92178829099998 40.660038790000044) +35565366,11/08/2007,18:25:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,true,,,,25-44,M,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +147395065,10/30/2015,1:04:00,STATEN ISLAND,120,0,,false,25-44,M,BLACK,25-44,M,BLACK,960345,172218,40.63935117200003,-74.08613535099995,POINT (-74.08613535099995 40.63935117200003) +44515780,03/13/2008,18:22:00,BRONX,44,0,MULTI DWELL - APT BUILD,true,<18,M,BLACK,25-44,M,WHITE HISPANIC,1008444,242870,40.833272530000045,-73.91257214399997,POINT (-73.91257214399997 40.833272530000045) +57938888,02/17/2009,18:30:00,MANHATTAN,23,0,TELECOMM. 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APT BUILD,false,,,,<18,M,BLACK,1041161,190231,40.68864217000004,-73.794789387,POINT (-73.794789387 40.68864217000004) +140173016,12/14/2014,5:15:00,MANHATTAN,25,0,,false,,,,25-44,M,BLACK,1001883,233380,40.80724069600007,-73.93630640599997,POINT (-73.93630640599997 40.80724069600007) +65439914,09/05/2009,4:11:00,BRONX,47,0,,false,18-24,M,BLACK,25-44,M,BLACK,1024454,263292,40.889266332000034,-73.85459475799998,POINT (-73.85459475799998 40.889266332000034) +163401370,03/31/2017,20:40:00,STATEN ISLAND,121,0,,true,25-44,M,BLACK,25-44,M,BLACK,943499,169848,40.63278454500005,-74.14682004099996,POINT (-74.14682004099996 40.63278454500005) +146650545,10/04/2015,1:00:00,BROOKLYN,71,0,,false,,,,25-44,M,BLACK,997241,178748,40.65729734400003,-73.95318000399999,POINT (-73.95318000399999 40.65729734400003) +76742908,01/06/2011,17:00:00,QUEENS,106,0,,false,,,,25-44,M,BLACK,1038460,186096,40.67730951900006,-73.80456199799994,POINT (-73.80456199799994 40.67730951900006) +35855621,11/21/2007,7:16:00,MANHATTAN,32,0,,true,25-44,M,ASIAN / PACIFIC ISLANDER,25-44,M,ASIAN / PACIFIC ISLANDER,999428,236544,40.815929553000046,-73.94516735699995,POINT (-73.94516735699995 40.815929553000046) +55953375,01/23/2009,12:20:00,BROOKLYN,67,0,,false,18-24,M,BLACK,18-24,M,BLACK,1004204,178880,40.65764670300007,-73.92808396499998,POINT (-73.92808396499998 40.65764670300007) +77684450,03/12/2011,17:00:00,BROOKLYN,60,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,1018291,243087,40.833835669000045,-73.87698720199995,POINT (-73.87698720199995 40.833835669000045) +147404637,10/31/2015,16:12:00,BRONX,48,0,,false,<18,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1014004,247798,40.84678146700002,-73.89245825499995,POINT (-73.89245825499995 40.84678146700002) +37582997,01/08/2008,18:17:00,BRONX,42,0,,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1011125,241994,40.83086041200004,-73.90288739199997,POINT (-73.90288739199997 40.83086041200004) +35803777,11/18/2007,1:00:00,BROOKLYN,75,0,BAR/NIGHT CLUB,false,25-44,M,BLACK HISPANIC,<18,M,WHITE HISPANIC,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +91744329,07/21/2013,22:25:00,BROOKLYN,77,0,,false,,,,45-64,M,BLACK,1003766,183260,40.66966980800004,-73.92964991099996,POINT (-73.92964991099996 40.66966980800004) +45610182,04/12/2008,22:07:00,MANHATTAN,34,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE HISPANIC,1003532,249972,40.852777530000026,-73.93030209899997,POINT (-73.93030209899997 40.852777530000026) +82419565,01/01/2012,4:04:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,998434,174063,40.64443620700007,-73.94889011199997,POINT (-73.94889011199997 40.64443620700007) +74761649,09/24/2010,19:24:00,BROOKLYN,71,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,999450,179226,40.65860583300002,-73.94521737299993,POINT (-73.94521737299993 40.65860583300002) +161095442,01/26/2017,13:00:00,QUEENS,113,0,,false,,,,65+,M,BLACK,1048732,195332,40.70259126600007,-73.76744084899997,POINT (-73.76744084899997 40.70259126600007) +62172457,05/27/2009,19:20:00,BROOKLYN,70,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,F,BLACK,18-24,F,BLACK,"1,021,869","239,329",40.82350653,-73.86407845,POINT (-73.86407845 40.82350653) +72839717,05/22/2010,18:40:00,BROOKLYN,67,0,,false,18-24,M,BLACK,18-24,M,BLACK,1005435,180852,40.66305654800004,-73.92364104799998,POINT (-73.92364104799998 40.66305654800004) +27476265,03/17/2007,19:34:00,MANHATTAN,33,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1002051,245311,40.839987567000044,-73.93566789499994,POINT (-73.93566789499994 40.839987567000044) +16631507,05/31/2006,21:16:00,MANHATTAN,7,2,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,<18,M,WHITE HISPANIC,989347,198846,40.71246983300006,-73.981615918,POINT (-73.981615918 40.71246983300006) +91612689,07/13/2013,2:05:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,998387,179552,40.65950239200004,-73.94904796999998,POINT (-73.94904796999998 40.65950239200004) +23920283,08/17/2006,22:15:00,MANHATTAN,32,0,,false,25-44,M,BLACK,25-44,M,BLACK,1000892,238281,40.820694493000076,-73.93987400799993,POINT (-73.93987400799993 40.82069449300008) +34900581,10/06/2007,2:25:00,BRONX,48,0,,true,,,,18-24,M,BLACK,1011811,246833,40.844139945000045,-73.90038861799998,POINT (-73.90038861799998 40.84413994500005) +153710638,06/05/2016,4:40:00,BROOKLYN,60,0,,false,18-24,M,WHITE HISPANIC,25-44,M,ASIAN / PACIFIC ISLANDER,988714,149821,40.57790712700007,-73.98393166299998,POINT (-73.98393166299998 40.57790712700007) +34010733,08/24/2007,1:20:00,MANHATTAN,24,0,,false,18-24,M,BLACK,25-44,M,BLACK,994327,230100,40.79824984200008,-73.96360558899994,POINT (-73.96360558899995 40.79824984200008) +186514854,08/16/2018,23:50:00,BRONX,52,0,,false,25-44,M,BLACK,25-44,M,BLACK,"1,010,463","254,335",40.8647348,-73.90523131,POINT (-73.90523131 40.8647348) +139625520,11/12/2014,0:10:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,1019193,183433,40.670097208000065,-73.87403762199995,POINT (-73.87403762199995 40.670097208000065) +142472726,04/27/2015,23:00:00,BRONX,41,0,,false,25-44,M,BLACK HISPANIC,18-24,M,BLACK,1011316,236034,40.81450132400005,-73.90222124499998,POINT (-73.90222124499998 40.81450132400005) +140776407,01/31/2015,4:20:00,BROOKLYN,77,0,,false,,,,45-64,M,BLACK,996040,184098,40.671983590000025,-73.95749922599998,POINT (-73.95749922599998 40.671983590000025) +87234252,10/14/2012,19:34:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,25-44,M,WHITE HISPANIC,999155,226676,40.788845063000046,-73.94617553799998,POINT (-73.94617553799998 40.788845063000046) +171596455,11/14/2017,23:19:00,BROOKLYN,61,0,,false,,,,18-24,M,BLACK,1003947,152984,40.58656817900004,-73.92908579099996,POINT (-73.92908579099996 40.58656817900004) +84956542,05/27/2012,17:28:00,QUEENS,103,0,,true,18-24,M,BLACK,18-24,M,BLACK,1042221,191651,40.69253285400004,-73.79095499099996,POINT (-73.79095499099996 40.69253285400004) +89634037,03/14/2013,22:35:00,BRONX,48,0,GROCERY/BODEGA,false,,,,18-24,M,BLACK,1014546,245736,40.84112004200006,-73.89050856099993,POINT (-73.89050856099993 40.84112004200006) +68199158,11/25/2009,20:14:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1008261,188395,40.683753170000045,-73.91342799299997,POINT (-73.91342799299997 40.683753170000045) +94579607,01/22/2014,10:40:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,995728,190315,40.689048255000046,-73.95861337799995,POINT (-73.95861337799995 40.689048255000046) +87727620,11/17/2012,2:55:00,BRONX,46,0,,true,18-24,M,BLACK,18-24,M,BLACK,1013235,252172,40.85878934900006,-73.89521882399998,POINT (-73.89521882399998 40.85878934900006) +93932277,12/08/2013,4:17:00,BROOKLYN,63,2,,false,25-44,M,BLACK,25-44,M,BLACK,1006303,170052,40.633410774000026,-73.920547689,POINT (-73.920547689 40.633410774000026) +77896537,03/25/2011,16:06:00,QUEENS,101,0,,false,25-44,M,BLACK,25-44,M,BLACK,1051504,159619,40.60454660800008,-73.75779953699998,POINT (-73.75779953699998 40.60454660800008) +46729833,05/26/2008,22:45:00,MANHATTAN,32,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,25-44,M,BLACK,999126,235493,40.81304536500005,-73.94626073199998,POINT (-73.94626073199998 40.81304536500005) +26805788,02/10/2007,22:48:00,BROOKLYN,75,0,PVT HOUSE,true,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +61853632,05/16/2009,4:10:00,BROOKLYN,67,0,,false,18-24,M,BLACK,18-24,M,BLACK,1000251,178008,40.65526128000005,-73.94233328799999,POINT (-73.94233328799999 40.65526128000005) +84505973,05/01/2012,20:10:00,BROOKLYN,75,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1013590,181763,40.66553377300004,-73.89424277099994,POINT (-73.89424277099994 40.66553377300004) +23999557,08/21/2006,21:50:00,BROOKLYN,73,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,1007973,188078,40.682883854000075,-73.91446751299998,POINT (-73.91446751299999 40.682883854000075) +54179955,11/18/2008,15:50:00,BROOKLYN,71,0,DRUG STORE,false,25-44,M,BLACK,25-44,M,BLACK,1002068,181079,40.66368702900007,-73.93577664499998,POINT (-73.93577664499998 40.66368702900007) +158455853,11/13/2016,19:50:00,QUEENS,110,0,,false,,,,18-24,M,BLACK,1021804,207825,40.737036757000055,-73.86448938599993,POINT (-73.86448938599993 40.737036757000055) +49514586,07/29/2008,23:09:00,MANHATTAN,34,0,,false,18-24,F,BLACK,18-24,M,WHITE HISPANIC,1004696,253011,40.86111605600007,-73.92608527899995,POINT (-73.92608527899995 40.86111605600007) +48220461,07/09/2008,22:55:00,BROOKLYN,69,0,,false,18-24,F,BLACK,18-24,M,BLACK,1010604,170188,40.633772314000055,-73.90505129099995,POINT (-73.90505129099995 40.633772314000055) +85518945,06/30/2012,3:40:00,QUEENS,114,0,,false,,,,25-44,F,BLACK,1001857,212462,40.74982636300007,-73.93645513699995,POINT (-73.93645513699995 40.74982636300007) +143977249,06/25/2015,2:28:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1022179,245536,40.840541616000046,-73.86292327699994,POINT (-73.86292327699995 40.840541616000046) +50821747,09/05/2008,8:50:00,BROOKLYN,73,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1009356,181517,40.664871576000046,-73.90950550899998,POINT (-73.90950550899998 40.664871576000046) +93979264,12/10/2013,5:15:00,MANHATTAN,10,0,,false,25-44,M,BLACK,25-44,M,BLACK,984929,210347,40.74403871900005,-73.99755104899998,POINT (-73.99755104899998 40.74403871900005) +49514586,07/29/2008,23:09:00,MANHATTAN,34,0,,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,1004696,253011,40.86111605600007,-73.92608527899995,POINT (-73.92608527899995 40.86111605600007) +79421877,06/21/2011,22:10:00,MANHATTAN,23,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,45-64,M,BLACK,1001756,233153,40.806617895000045,-73.93676575499995,POINT (-73.93676575499995 40.806617895000045) +54515431,11/30/2008,3:30:00,QUEENS,106,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1028713,187853,40.68218640100008,-73.83969048299997,POINT (-73.83969048299997 40.68218640100008) +79496945,06/26/2011,0:46:00,BRONX,47,0,,false,18-24,M,BLACK,18-24,M,BLACK,1025924,262375,40.886742638000044,-73.84928389199997,POINT (-73.84928389199997 40.886742638000044) +37695073,01/11/2008,19:03:00,BROOKLYN,81,0,,false,25-44,M,BLACK,18-24,M,BLACK,1004426,187539,40.681413218000046,-73.92725792699997,POINT (-73.92725792699997 40.68141321800005) +151383176,03/19/2016,1:50:00,QUEENS,106,0,PVT HOUSE,true,,,,25-44,M,BLACK,1037680,184731,40.67356765200003,-73.80738488799993,POINT (-73.80738488799993 40.67356765200003) +39031781,02/10/2008,6:25:00,BROOKLYN,73,0,,false,UNKNOWN,M,WHITE HISPANIC,18-24,F,WHITE HISPANIC,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +24491446,09/24/2006,14:00:00,BROOKLYN,60,0,MULTI DWELL - 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APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK,997769,185912,40.676960141000045,-73.95126265199998,POINT (-73.95126265199998 40.67696014100005) +150371189,02/13/2016,19:14:00,BRONX,41,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,WHITE HISPANIC,1012244,239768,40.82474720500005,-73.89885312499997,POINT (-73.89885312499997 40.82474720500005) +136536646,05/01/2014,15:47:00,BROOKLYN,70,0,,false,<18,M,UNKNOWN,<18,M,BLACK,991591,169049,40.63068215900006,-73.97355396999995,POINT (-73.97355396999995 40.63068215900006) +55756428,01/16/2009,18:24:00,BRONX,48,0,MULTI DWELL - APT BUILD,true,,,,25-44,M,WHITE HISPANIC,1015655,246682,40.84371266000005,-73.88649609499998,POINT (-73.88649609499998 40.84371266000005) +83603680,03/11/2012,7:40:00,BROOKLYN,83,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE,1004151,193099,40.696674760000064,-73.92823300199996,POINT (-73.92823300199996 40.696674760000064) +37656662,01/12/2008,20:21:00,BRONX,47,0,,false,25-44,M,BLACK,18-24,M,BLACK,1026242,262091,40.88596164200004,-73.84813560099997,POINT (-73.84813560099997 40.88596164200004) +76669081,01/01/2011,23:24:00,BROOKLYN,69,0,,false,,,,18-24,M,BLACK,1010649,169718,40.63248213000002,-73.90489099999998,POINT (-73.90489099999998 40.63248213000002) +88483359,01/08/2013,3:50:00,MANHATTAN,28,0,,false,18-24,M,BLACK,25-44,M,BLACK,997649,233293,40.80700933900005,-73.95160089999997,POINT (-73.95160089999997 40.80700933900005) +138282578,08/18/2014,19:37:00,BROOKLYN,73,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,982426,185197,40.67500776000002,-74.00657714899995,POINT (-74.00657714899995 40.67500776000002) +92293261,08/25/2013,19:00:00,BROOKLYN,69,0,,false,,,,18-24,M,BLACK,1012476,171273,40.636744640000074,-73.89830217799994,POINT (-73.89830217799994 40.636744640000074) +53982103,11/12/2008,6:10:00,BRONX,43,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1019073,241558,40.82963595800004,-73.87416922399994,POINT (-73.87416922399994 40.82963595800004) +48006247,07/04/2008,0:30:00,BROOKLYN,75,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +139025530,10/04/2014,20:16:00,BROOKLYN,71,0,,false,,,,25-44,F,BLACK,999008,181467,40.664757631000036,-73.94680553199998,POINT (-73.94680553199998 40.664757631000036) +157629231,10/15/2016,0:59:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1001899,221194,40.773793373000046,-73.93628062799998,POINT (-73.93628062799998 40.773793373000046) +87213449,10/13/2012,3:12:00,BRONX,47,0,HOTEL/MOTEL,true,25-44,M,BLACK,25-44,F,BLACK,1032036,261237,40.88358821100008,-73.82718749799993,POINT (-73.82718749799993 40.88358821100008) +23354079,07/02/2006,2:55:00,BRONX,44,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,1001756,233153,40.806617895000045,-73.93676575499995,POINT (-73.93676575499995 40.806617895000045) +173617997,01/14/2018,21:40:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,"1,018,291","243,087",40.83383567,-73.8769872,POINT (-73.8769872 40.83383567) +185805056,07/30/2018,20:53:00,QUEENS,114,0,MULTI DWELL - APT BUILD,true,25-44,M,WHITE,45-64,F,WHITE,"1,004,501","218,790",40.76718944,-73.92689349,POINT (-73.92689349 40.76718944) +83741407,03/18/2012,17:25:00,BROOKLYN,69,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1007589,170023,40.63332788100007,-73.91591452099993,POINT (-73.91591452099995 40.63332788100007) +73148559,06/09/2010,20:45:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,984113,148364,40.57390906900008,-74.00049458999997,POINT (-74.00049458999997 40.57390906900008) +148168459,11/30/2015,15:15:00,BRONX,43,0,,false,18-24,M,BLACK HISPANIC,<18,F,WHITE HISPANIC,1018331,241277,40.828867589000026,-73.87685184899993,POINT (-73.87685184899993 40.828867589000026) +74788924,09/26/2010,21:30:00,MANHATTAN,9,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK HISPANIC,<18,M,WHITE HISPANIC,997697,196545,40.70614538300004,-73.95150100299998,POINT (-73.95150100299998 40.70614538300005) +173616165,01/14/2018,0:02:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,WHITE HISPANIC,"1,016,276","250,654",40.85461239,-73.88423268,POINT (-73.88423268 40.85461239) +49863673,08/06/2008,1:05:00,BROOKLYN,75,0,FAST FOOD,false,18-24,M,BLACK,25-44,M,BLACK,1020511,182820,40.668409361000045,-73.86928975099994,POINT (-73.86928975099994 40.668409361000045) +55823067,01/17/2009,1:44:00,QUEENS,103,0,BAR/NIGHT CLUB,false,UNKNOWN,M,WHITE HISPANIC,<18,M,WHITE HISPANIC,1036945,194475,40.70031704600007,-73.809958367,POINT (-73.809958367 40.70031704600007) +86545759,09/02/2012,8:29:00,BRONX,49,0,FACTORY/WAREHOUSE,false,,,,18-24,M,WHITE HISPANIC,1028064,250324,40.85365601000007,-73.84162321499997,POINT (-73.84162321499997 40.85365601000007) +85124507,06/06/2012,14:52:00,BROOKLYN,60,0,,false,18-24,M,BLACK,<18,M,BLACK,994182,151467,40.58242063300003,-73.96424520999993,POINT (-73.96424520999993 40.58242063300003) +50433508,08/21/2008,23:15:00,BRONX,48,0,,false,25-44,M,BLACK,25-44,M,BLACK,1013727,247923,40.84712548400006,-73.89345889599997,POINT (-73.89345889599997 40.84712548400006) +28575963,04/21/2007,1:25:00,BRONX,48,0,,false,,,,<18,F,BLACK,1013667,246291,40.84264632600008,-73.89368292099994,POINT (-73.89368292099994 40.84264632600008) +84840051,05/19/2012,4:01:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,BLACK,1015537,178639,40.65695242200008,-73.88723913599993,POINT (-73.88723913599993 40.65695242200008) +166188049,06/18/2017,20:02:00,BROOKLYN,69,0,,false,25-44,F,BLACK,25-44,F,BLACK,1014394,176969,40.65237260500004,-73.89136611299993,POINT (-73.89136611299993 40.65237260500004) +140088780,12/05/2014,17:55:00,QUEENS,113,0,PVT HOUSE,true,25-44,M,BLACK,25-44,M,BLACK,1046405,187113,40.680048726000045,-73.77590919399995,POINT (-73.77590919399995 40.680048726000045) +23525523,07/24/2006,3:24:00,BRONX,41,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK HISPANIC,18-24,F,WHITE HISPANIC,1013526,236951,40.817011183000034,-73.89423327699996,POINT (-73.89423327699996 40.817011183000034) +94290322,01/02/2014,15:50:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1009850,181614,40.665136405000055,-73.907724493,POINT (-73.907724493 40.665136405000055) +139195506,10/15/2014,17:44:00,BROOKLYN,81,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1003656,187150,40.68034722300007,-73.93003524099998,POINT (-73.93003524099998 40.68034722300007) +86168468,08/09/2012,1:59:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1006140,183727,40.670946067000045,-73.92109057299997,POINT (-73.92109057299997 40.670946067000045) +170219562,10/09/2017,19:17:00,BRONX,47,0,,false,,,,18-24,M,BLACK,1026142,269205,40.90548775500002,-73.84845274499997,POINT (-73.84845274499997 40.90548775500002) +92115056,08/13/2013,22:15:00,BRONX,44,0,,false,,,,18-24,M,BLACK HISPANIC,1006174,245765,40.841224391000026,-73.92076572399996,POINT (-73.92076572399996 40.841224391000026) +74277068,08/21/2010,21:29:00,BRONX,40,0,,false,,,,25-44,M,BLACK HISPANIC,1006975,233622,40.80789328900005,-73.91791194899997,POINT (-73.91791194899999 40.80789328900005) +74063907,08/09/2010,3:17:00,MANHATTAN,32,0,MULTI DWELL - APT BUILD,false,25-44,F,BLACK,25-44,F,BLACK,1000188,234021,40.80900328200005,-73.94242766999997,POINT (-73.94242766999997 40.80900328200005) +146650545,10/04/2015,1:00:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK,997241,178748,40.65729734400003,-73.95318000399999,POINT (-73.95318000399999 40.65729734400003) +63506642,07/07/2009,21:36:00,BROOKLYN,77,0,,false,<18,M,BLACK,18-24,M,BLACK,998074,184626,40.673429889000026,-73.95016570099993,POINT (-73.95016570099993 40.673429889000026) +80541204,08/31/2011,19:18:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1010788,183142,40.66932766100007,-73.90433739499997,POINT (-73.90433739499997 40.66932766100007) +47405919,06/21/2008,16:00:00,BRONX,41,0,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,25-44,F,BLACK HISPANIC,1011966,238048,40.82002717100005,-73.89986470199995,POINT (-73.89986470199995 40.82002717100005) +85839613,07/20/2012,2:19:00,BROOKLYN,83,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,WHITE HISPANIC,1010480,190366,40.68915681500005,-73.90541955499998,POINT (-73.90541955499998 40.68915681500005) +28349209,04/06/2007,5:30:00,QUEENS,113,0,,true,<18,M,BLACK,25-44,M,BLACK,1046405,187113,40.680048726000045,-73.77590919399995,POINT (-73.77590919399995 40.680048726000045) +65929830,09/20/2009,13:05:00,BROOKLYN,75,0,,false,25-44,M,BLACK,18-24,M,BLACK,1016142,184672,40.673509499000026,-73.88503010499993,POINT (-73.88503010499993 40.673509499000026) +147717456,11/11/2015,21:44:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,994068,195940,40.70448957100007,-73.96459090799993,POINT (-73.96459090799993 40.70448957100007) +32690335,06/23/2007,0:26:00,BRONX,46,0,,false,45-64,M,WHITE HISPANIC,<18,F,WHITE HISPANIC,1012930,252568,40.859877246000046,-73.89631972299998,POINT (-73.89631972299999 40.859877246000046) +144134884,07/01/2015,2:50:00,MANHATTAN,25,0,,false,,,,25-44,F,BLACK,1000622,233781,40.808343756000056,-73.94086049099997,POINT (-73.94086049099997 40.808343756000056) +186696259,08/21/2018,13:25:00,BRONX,40,0,,false,,,,25-44,M,BLACK,"1,008,141","234,042",40.809043,-73.91369852,POINT (-73.91369852 40.809043) +142091380,04/11/2015,2:43:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1001162,228309,40.79332359600005,-73.938923619,POINT (-73.938923619 40.79332359600005) +93367468,10/31/2013,20:29:00,BROOKLYN,67,0,,true,,,,18-24,M,BLACK,998694,174209,40.64483652600006,-73.94795290299999,POINT (-73.94795290299999 40.64483652600006) +158832609,11/27/2016,0:15:00,BROOKLYN,83,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1006631,192820,40.69590304600007,-73.91929037599994,POINT (-73.91929037599994 40.69590304600007) +62773203,06/14/2009,4:00:00,QUEENS,100,0,,false,25-44,M,WHITE,25-44,M,WHITE,1026178,149827,40.57782557600007,-73.84906661299993,POINT (-73.84906661299993 40.57782557600007) +144850472,07/27/2015,22:21:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,1015121,242644,40.83263141200007,-73.88844468499997,POINT (-73.88844468499997 40.832631412000076) +10411014,02/12/2006,22:29:00,BROOKLYN,69,0,NONE,false,<18,M,BLACK,18-24,M,BLACK,1010983,174327,40.64513184400005,-73.90366940399997,POINT (-73.90366940399997 40.64513184400005) +34795357,10/03/2007,19:41:00,BRONX,49,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,WHITE,1027295,251236,40.85616295700004,-73.84439712399995,POINT (-73.84439712399997 40.85616295700004) +78309904,04/18/2011,19:26:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,F,BLACK,1007373,232752,40.80550434700007,-73.91647725199994,POINT (-73.91647725199994 40.80550434700007) +93053469,10/12/2013,20:30:00,BROOKLYN,70,0,,false,18-24,M,BLACK,25-44,M,BLACK,995634,174258,40.64497548200006,-73.95897944099994,POINT (-73.95897944099994 40.64497548200006) +25965070,12/27/2006,6:59:00,BROOKLYN,83,0,,false,25-44,M,BLACK,18-24,M,BLACK,1008428,190225,40.68877564500008,-73.91281929599995,POINT (-73.91281929599997 40.68877564500008) +63429559,07/05/2009,1:55:00,BROOKLYN,71,0,,false,UNKNOWN,U,UNKNOWN,25-44,F,WHITE HISPANIC,1002904,181999,40.66621050200007,-73.93276074799998,POINT (-73.93276074799998 40.66621050200007) +74044090,08/08/2010,1:25:00,BRONX,43,0,,false,18-24,M,BLACK HISPANIC,<18,M,BLACK HISPANIC,1023548,238402,40.82095486800005,-73.85801740899994,POINT (-73.85801740899994 40.82095486800005) +91892115,07/30/2013,16:50:00,BRONX,48,0,,false,,,,18-24,M,WHITE HISPANIC,1015966,246114,40.84215255500004,-73.88537475199998,POINT (-73.88537475199998 40.84215255500005) +91963083,08/03/2013,5:10:00,QUEENS,103,0,,false,25-44,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1040337,197000,40.70722671300007,-73.79770422399997,POINT (-73.79770422399997 40.70722671300007) +35502292,11/02/2007,21:29:00,BRONX,43,2,MULTI DWELL - 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APT BUILD,false,<18,M,BLACK,<18,M,BLACK,1050013,156035,40.594720478000056,-73.76320394099997,POINT (-73.76320394099997 40.594720478000056) +77913500,03/27/2011,2:00:00,STATEN ISLAND,120,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,25-44,M,BLACK,961472,164727,40.61879293100003,-74.08204929199997,POINT (-74.08204929199997 40.61879293100003) +91499741,07/06/2013,19:15:00,MANHATTAN,34,0,,false,,,,<18,M,BLACK HISPANIC,1003372,248277,40.848125605000064,-73.93088529099998,POINT (-73.93088529099998 40.84812560500007) +91048613,06/09/2013,3:30:00,QUEENS,107,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1035760,205382,40.73026106900005,-73.81414856799995,POINT (-73.81414856799995 40.73026106900005) +88405638,01/03/2013,13:30:00,STATEN ISLAND,120,0,COMMERCIAL BLDG,false,25-44,M,BLACK,45-64,M,BLACK,942595,167112,40.62527060700006,-74.15006009999998,POINT (-74.15006009999998 40.62527060700006) +187823544,09/19/2018,10:26:00,BROOKLYN,75,0,,false,25-44,M,BLACK,25-44,M,BLACK,"1,013,155","182,550",40.66769534,-73.89580739,POINT (-73.89580739 40.66769534) +44732329,03/23/2008,18:15:00,BROOKLYN,79,0,,false,25-44,M,BLACK,25-44,M,BLACK,999634,190253,40.688872153000034,-73.94452903199993,POINT (-73.94452903199993 40.688872153000034) +35114029,10/17/2007,22:47:00,BRONX,47,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1026387,262634,40.88745131300004,-73.84760778699997,POINT (-73.84760778699997 40.88745131300004) +32155714,06/07/2007,17:38:00,BRONX,42,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,<18,M,BLACK,1001246,228856,40.79482480100006,-73.93861886799993,POINT (-73.93861886799993 40.79482480100006) +69379175,12/29/2009,14:00:00,BROOKLYN,62,0,JEWELRY STORE,false,<18,M,BLACK,<18,M,BLACK,985040,159310,40.60395362500003,-73.99715644099996,POINT (-73.99715644099996 40.60395362500003) +166585774,06/30/2017,2:33:00,BROOKLYN,79,0,,false,,,,45-64,M,BLACK,999636,192000,40.69366726100003,-73.94451782999994,POINT (-73.94451782999995 40.69366726100003) +11118210,04/23/2006,19:15:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1005386,235950,40.81428694400006,-73.92364455999996,POINT (-73.92364455999996 40.81428694400006) +141707496,03/28/2015,3:48:00,BRONX,50,0,BAR/NIGHT CLUB,false,,,,18-24,M,BLACK,1011053,260063,40.88045461900003,-73.90307532399999,POINT (-73.90307532399999 40.88045461900003) +51110046,09/08/2008,2:27:00,BRONX,40,0,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,1005041,234533,40.810398494000026,-73.92489531099994,POINT (-73.92489531099994 40.810398494000026) +167882437,08/08/2017,10:56:00,BRONX,49,0,,false,,,,25-44,M,BLACK,1021210,254202,40.86433129700004,-73.86637753399998,POINT (-73.86637753399998 40.86433129700004) +32807472,06/29/2007,1:39:00,MANHATTAN,30,0,,false,UNKNOWN,M,WHITE HISPANIC,<18,M,BLACK HISPANIC,998135,240747,40.827467727000055,-73.94982992599995,POINT (-73.94982992599995 40.82746772700006) +26269974,01/13/2007,13:34:00,BROOKLYN,81,0,RESTAURANT/DINER,false,18-24,M,BLACK,25-44,M,ASIAN / PACIFIC ISLANDER,1003552,190547,40.68967143800006,-73.93040046999994,POINT (-73.93040046999994 40.68967143800006) +74471656,09/03/2010,22:04:00,BROOKLYN,69,0,PVT HOUSE,true,,,,18-24,M,BLACK,1013979,173573,40.64305272700005,-73.89287668799993,POINT (-73.89287668799994 40.64305272700005) +145192981,08/07/2015,18:29:00,BROOKLYN,63,2,MULTI DWELL - PUBLIC HOUS,true,,,,18-24,M,BLACK,1006294,171273,40.63676218200004,-73.92057612699995,POINT (-73.92057612699995 40.63676218200004) +80478299,08/26/2011,1:55:00,MANHATTAN,33,0,,false,18-24,M,WHITE HISPANIC,<18,M,BLACK HISPANIC,1000096,242368,40.83191360700005,-73.94274029699994,POINT (-73.94274029699994 40.83191360700005) +28135651,03/27/2007,19:05:00,BROOKLYN,78,0,,false,18-24,M,BLACK,UNKNOWN,U,UNKNOWN,991374,187228,40.680579719000036,-73.97431655799994,POINT (-73.97431655799994 40.680579719000036) +191089380,12/12/2018,19:44:00,BRONX,47,0,RESTAURANT/DINER,false,18-24,M,BLACK,25-44,M,BLACK,"1,025,621","268,476",40.90348935,-73.85034202,POINT (-73.85034202 40.90348935) +83765395,03/19/2012,22:53:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1005711,185258,40.67514936800006,-73.922632192,POINT (-73.922632192 40.67514936800007) +86071517,08/02/2012,1:35:00,QUEENS,113,0,,false,18-24,M,BLACK,<18,F,BLACK,1051575,182390,40.66704738900006,-73.75731665899998,POINT (-73.75731665899998 40.66704738900006) +36158345,12/06/2007,19:51:00,BROOKLYN,70,0,GROCERY/BODEGA,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,994620,175951,40.64962364600007,-73.96263076599996,POINT (-73.96263076599996 40.64962364600007) +79913968,07/21/2011,14:57:00,BROOKLYN,81,0,,false,18-24,M,BLACK,18-24,M,BLACK,1001586,189839,40.687732210000036,-73.93749147799997,POINT (-73.93749147799997 40.687732210000036) +174579538,02/08/2018,20:16:00,STATEN ISLAND,120,0,,false,18-24,M,BLACK HISPANIC,45-64,M,BLACK,"962,951","172,727",40.64075492,-74.07674709,POINT (-74.07674709 40.64075492) +93711017,11/22/2013,0:05:00,BROOKLYN,79,0,PVT HOUSE,true,,,,25-44,F,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +90299272,04/25/2013,2:46:00,STATEN ISLAND,122,0,BAR/NIGHT CLUB,false,25-44,M,UNKNOWN,25-44,M,BLACK,935091,158169,40.600685498000075,-74.17702745699995,POINT (-74.17702745699995 40.600685498000075) +46931041,06/02/2008,22:23:00,BROOKLYN,71,0,,false,18-24,F,BLACK,18-24,M,BLACK,999008,181467,40.664757631000036,-73.94680553199998,POINT (-73.94680553199998 40.664757631000036) +170599411,08/30/2017,17:20:00,BRONX,47,0,,false,,,,25-44,M,BLACK HISPANIC,1020695,256154,40.869691080000045,-73.86822882899997,POINT (-73.86822882899997 40.869691080000045) +23354113,07/08/2006,3:06:00,BROOKLYN,83,0,,false,<18,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1004529,195225,40.70250927500007,-73.92686342999998,POINT (-73.92686342999998 40.70250927500007) +91551820,07/09/2013,19:38:00,BRONX,47,0,,false,18-24,M,BLACK,<18,M,BLACK,1022019,259861,40.879860077000046,-73.86342080899993,POINT (-73.86342080899993 40.879860077000046) +23945312,08/19/2006,18:43:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +73524859,07/05/2010,3:23:00,STATEN ISLAND,120,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,938877,169548,40.63193864000005,-74.16347023099996,POINT (-74.16347023099998 40.63193864000005) +78817501,05/17/2011,12:32:00,STATEN ISLAND,123,0,PVT HOUSE,false,45-64,M,WHITE,45-64,F,WHITE,932462,134247,40.535009425000055,-74.18631147099995,POINT (-74.18631147099995 40.535009425000055) +78492035,04/30/2011,18:06:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK,995820,183298,40.66978805900004,-73.95829368499993,POINT (-73.95829368499993 40.66978805900004) +32807473,06/28/2007,16:17:00,BRONX,40,0,,false,18-24,M,BLACK,18-24,M,BLACK,1004926,234532,40.81039601900005,-73.92531074499993,POINT (-73.92531074499993 40.81039601900005) +88596785,01/15/2013,20:25:00,STATEN ISLAND,122,0,PVT HOUSE,false,25-44,M,WHITE,25-44,M,WHITE HISPANIC,959602,151643,40.582875011000056,-74.08873740599995,POINT (-74.08873740599995 40.582875011000056) +46120178,05/01/2008,22:55:00,BROOKLYN,79,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,999510,186800,40.67939467000008,-73.94498397699994,POINT (-73.94498397699994 40.67939467000008) +186468417,08/15/2018,22:17:00,BRONX,41,0,,false,,,,18-24,M,WHITE HISPANIC,"1,012,516","238,134",40.82026147,-73.89787721,POINT (-73.89787721 40.82026147) +74070517,08/09/2010,23:47:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1005947,235372,40.81269913700004,-73.92161973599997,POINT (-73.92161973599997 40.81269913700004) +44998953,04/01/2008,0:03:00,BROOKLYN,73,0,PVT HOUSE,false,18-24,M,BLACK,<18,F,BLACK,1009314,180344,40.66165207100005,-73.90966126099994,POINT (-73.90966126099994 40.66165207100005) +72753928,05/17/2010,20:52:00,MANHATTAN,25,0,GROCERY/BODEGA,false,,,,25-44,F,BLACK,999002,230857,40.800321033000046,-73.94671887799996,POINT (-73.94671887799996 40.800321033000046) +12679346,05/01/2006,10:00:00,BROOKLYN,75,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +34270246,09/08/2007,1:28:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1006760,182355,40.667178679000074,-73.91886012899994,POINT (-73.91886012899994 40.667178679000074) +16895011,06/21/2006,1:40:00,QUEENS,101,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,1016133,178623,40.65690638000007,-73.88509115599999,POINT (-73.88509115599999 40.65690638000007) +32288650,06/16/2007,15:34:00,BRONX,40,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK HISPANIC,18-24,M,BLACK,1008028,233798,40.80837358900004,-73.91410757799997,POINT (-73.91410757799997 40.80837358900004) +153916053,06/12/2016,2:58:00,BROOKLYN,75,0,,true,,,,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +71325494,02/12/2010,23:30:00,BRONX,47,0,COMMERCIAL BLDG,false,,,,18-24,M,BLACK,1025130,257313,40.87285275100004,-73.85218634699999,POINT (-73.85218634699999 40.87285275100004) +75685044,11/22/2010,21:39:00,BRONX,47,0,PVT HOUSE,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1026464,265826,40.896211962000045,-73.84730918599996,POINT (-73.84730918599996 40.896211962000045) +74777462,09/26/2010,3:58:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1052788,161189,40.60884608300007,-73.75315955799994,POINT (-73.75315955799994 40.60884608300007) +72957573,05/30/2010,0:47:00,MANHATTAN,25,0,,false,,,,18-24,M,BLACK,1001185,231635,40.80245251600008,-73.93883216699999,POINT (-73.93883216699999 40.80245251600008) +155169943,07/24/2016,0:54:00,BRONX,46,0,,false,<18,M,WHITE HISPANIC,<18,M,BLACK,1012078,252019,40.85837313300004,-73.89940208399997,POINT (-73.89940208399997 40.85837313300004) +73274427,06/17/2010,18:03:00,BRONX,48,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,<18,M,WHITE HISPANIC,1000655,228899,40.794943941000035,-73.94075321199995,POINT (-73.94075321199995 40.794943941000035) +33397046,07/27/2007,21:22:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,18-24,F,BLACK,998032,175598,40.648650085000035,-73.95033556299995,POINT (-73.95033556299995 40.648650085000035) +175772471,03/11/2018,17:40:00,QUEENS,105,0,,true,25-44,M,BLACK,18-24,M,BLACK,"1,057,522","192,147",40.6937808,-73.73577369,POINT (-73.73577369 40.6937808) +91048612,06/09/2013,0:15:00,QUEENS,101,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK,18-24,M,BLACK,1051369,160126,40.605939238000076,-73.75828067199996,POINT (-73.75828067199996 40.605939238000076) +157235073,10/01/2016,19:25:00,BRONX,42,0,MULTI DWELL - APT BUILD,true,45-64,M,BLACK,25-44,M,BLACK,1012728,246347,40.842803108000055,-73.89707640099994,POINT (-73.89707640099994 40.842803108000055) +86870747,09/22/2012,2:40:00,QUEENS,107,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,25-44,M,BLACK,1035677,201089,40.71847833200008,-73.81448084299996,POINT (-73.81448084299996 40.71847833200008) +23354120,07/09/2006,5:11:00,BROOKLYN,94,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1000805,200665,40.71744853400003,-73.94028098699994,POINT (-73.94028098699994 40.71744853400003) +66632688,10/09/2009,16:40:00,QUEENS,113,0,PVT HOUSE,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1046331,182981,40.66870787000005,-73.77621404899996,POINT (-73.77621404899996 40.66870787000005) +64751905,08/15/2009,2:45:00,BRONX,44,0,,false,25-44,M,BLACK,18-24,M,BLACK,1007141,241554,40.82966396200004,-73.917285253,POINT (-73.917285253 40.82966396200004) +68326100,11/28/2009,0:21:00,BRONX,48,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK HISPANIC,1014240,247889,40.84703043700006,-73.89160484699994,POINT (-73.89160484699994 40.84703043700006) +82143106,12/12/2011,21:01:00,MANHATTAN,23,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,F,BLACK HISPANIC,25-44,M,BLACK,1001769,234797,40.811130194000036,-73.93671450599999,POINT (-73.93671450599999 40.811130194000036) +55299658,12/30/2008,4:09:00,QUEENS,109,0,SOCIAL CLUB/POLICY LOCATI,false,25-44,M,ASIAN / PACIFIC ISLANDER,18-24,M,ASIAN / PACIFIC ISLANDER,1030874,218820,40.76717203700008,-73.83168450399995,POINT (-73.83168450399995 40.76717203700008) +166660833,06/30/2017,14:54:00,BRONX,44,0,HOSPITAL,true,45-64,M,BLACK,25-44,M,WHITE HISPANIC,1008669,246692,40.84376218800003,-73.91174515299997,POINT (-73.91174515299997 40.84376218800003) +154684764,07/08/2016,1:28:00,MANHATTAN,30,0,,false,,,,25-44,M,BLACK,997840,239080,40.82289274400005,-73.95089924399997,POINT (-73.95089924399997 40.82289274400005) +34286629,09/09/2007,3:00:00,BRONX,47,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1024017,260152,40.880650005000064,-73.85619390599999,POINT (-73.85619390599999 40.880650005000064) +87491828,10/29/2012,23:30:00,QUEENS,101,0,,false,,,,<18,M,BLACK,1051847,160423,40.606750806000036,-73.75655625099995,POINT (-73.75655625099995 40.60675080600004) +146877501,10/12/2015,4:03:00,MANHATTAN,13,0,,false,25-44,M,BLACK,18-24,F,BLACK,987112,208704,40.73952865600006,-73.98967365699998,POINT (-73.98967365699998 40.73952865600006) +80991314,09/30/2011,23:40:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1047439,156663,40.59646293100008,-73.77246640899993,POINT (-73.77246640899993 40.59646293100008) +83492626,03/04/2012,20:10:00,BRONX,43,0,,false,<18,M,WHITE HISPANIC,18-24,M,BLACK,1018473,242699,40.832770018000076,-73.87633148799993,POINT (-73.87633148799993 40.832770018000076) +85643667,07/08/2012,2:40:00,BROOKLYN,67,0,,false,25-44,F,BLACK,25-44,M,BLACK,1008475,177274,40.65322793300004,-73.91269636099996,POINT (-73.91269636099996 40.65322793300004) +44975418,03/31/2008,8:09:00,BROOKLYN,69,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,BLACK,1012904,177078,40.65267673200003,-73.89673542399998,POINT (-73.89673542399998 40.65267673200003) +141183925,02/28/2015,3:45:00,MANHATTAN,33,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK HISPANIC,1002137,246052,40.84202122200002,-73.93535511199997,POINT (-73.93535511199997 40.84202122200002) +170184282,10/07/2017,1:40:00,BROOKLYN,79,0,,true,,,,25-44,F,BLACK,1001329,187143,40.68033280500004,-73.93842499899995,POINT (-73.93842499899995 40.68033280500004) +32981961,07/08/2007,21:20:00,BROOKLYN,69,0,,true,25-44,M,BLACK,25-44,M,BLACK,1009446,169713,40.63247190900006,-73.90922518999997,POINT (-73.90922518999997 40.63247190900006) +63938020,07/21/2009,19:50:00,BROOKLYN,81,0,,true,,,,25-44,M,BLACK,1003005,188689,40.684572830000036,-73.93237806599996,POINT (-73.93237806599996 40.684572830000036) +188292643,10/03/2018,1:25:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,"1,001,469","191,733",40.69293103,-73.93790851,POINT (-73.93790851 40.69293103) +74054028,08/08/2010,22:26:00,BROOKLYN,76,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,981842,185679,40.676330602000064,-74.00868270099994,POINT (-74.00868270099994 40.676330602000064) +140081027,12/06/2014,3:16:00,STATEN ISLAND,121,0,,false,18-24,M,BLACK,18-24,M,BLACK,942822,166353,40.623188378000066,-74.14923769499995,POINT (-74.14923769499995 40.623188378000066) +162945204,03/17/2017,22:25:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,998808,172816,40.64101285300006,-73.94754511299993,POINT (-73.94754511299993 40.64101285300006) +191398448,12/20/2018,23:00:00,BRONX,44,0,,false,,,,25-44,M,WHITE HISPANIC,"1,003,363","242,374",40.83192361,-73.93093464,POINT (-73.93093464 40.83192361) +54458330,11/27/2008,0:19:00,MANHATTAN,32,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1000367,236343,40.81537620200004,-73.94177548299997,POINT (-73.94177548299997 40.81537620200004) +75948845,12/11/2010,22:07:00,BROOKLYN,62,0,,false,,,,18-24,M,WHITE HISPANIC,983776,158765,40.602457733000044,-74.00170840099996,POINT (-74.00170840099996 40.60245773300005) +46869852,05/31/2008,19:37:00,BRONX,48,0,,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1012336,248794,40.84952065500005,-73.89848291599996,POINT (-73.89848291599996 40.84952065500005) +23650227,07/30/2006,3:40:00,BRONX,44,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1004145,242040,40.83100514900008,-73.92810979699995,POINT (-73.92810979699995 40.83100514900008) +37467066,01/04/2008,20:44:00,BROOKLYN,75,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1017165,183047,40.66904549700007,-73.88135010699995,POINT (-73.88135010699995 40.66904549700007) +78940139,05/24/2011,20:49:00,BROOKLYN,70,0,,false,,,,18-24,M,BLACK,996601,173479,40.642835998000066,-73.95549630399995,POINT (-73.95549630399995 40.64283599800007) +86437457,08/24/2012,19:59:00,BRONX,44,0,,false,,,,18-24,M,BLACK,1008249,242113,40.83119531600005,-73.91327951999993,POINT (-73.91327951999993 40.83119531600005) +83722765,03/17/2012,14:30:00,MANHATTAN,34,0,MULTI DWELL - 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APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,1003156,185530,40.67590177200003,-73.93184247999993,POINT (-73.93184247999994 40.67590177200004) +85501065,06/29/2012,10:48:00,MANHATTAN,5,0,MULTI DWELL - APT BUILD,true,,,,65+,F,ASIAN / PACIFIC ISLANDER,986158,199089,40.71313807100006,-73.99311897799998,POINT (-73.99311897799998 40.71313807100006) +64857362,08/18/2009,22:00:00,MANHATTAN,25,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK HISPANIC,1001806,230243,40.79863064400007,-73.93659275299996,POINT (-73.93659275299996 40.79863064400007) +55412130,01/04/2009,4:25:00,BRONX,41,0,,false,18-24,M,BLACK,<18,M,BLACK,1011758,238809,40.82211655000003,-73.90061307699995,POINT (-73.90061307699995 40.82211655000003) +35463274,11/03/2007,4:12:00,QUEENS,103,0,COMMERCIAL BLDG,false,,,,18-24,M,BLACK,1041749,196938,40.70704747500002,-73.79261190399995,POINT (-73.79261190399995 40.70704747500002) +79950161,07/23/2011,23:20:00,BRONX,42,0,GROCERY/BODEGA,false,,,,<18,F,BLACK,1011488,243535,40.83508890000007,-73.90156941899994,POINT (-73.90156941899994 40.83508890000007) +73075715,06/06/2010,23:32:00,BROOKLYN,70,0,,true,,,,18-24,M,BLACK,995294,176595,40.65139047100007,-73.96020079799997,POINT (-73.96020079799997 40.65139047100007) +88254246,12/23/2012,16:58:00,BRONX,46,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK HISPANIC,1010760,248008,40.847368191000044,-73.90418256499999,POINT (-73.90418256499999 40.847368191000044) +47768913,06/25/2008,19:27:00,BRONX,46,0,,false,UNKNOWN,F,BLACK HISPANIC,45-64,M,BLACK,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +74461884,09/03/2010,23:04:00,BRONX,52,0,,false,,,,25-44,M,BLACK,1016779,259149,40.877926728000034,-73.88237318399997,POINT (-73.88237318399997 40.877926728000034) +168306058,08/18/2017,23:08:00,BRONX,42,0,,false,,,,18-24,M,BLACK,1011552,245035,40.83920576600008,-73.90133203299997,POINT (-73.90133203299997 40.83920576600008) +155987548,08/21/2016,3:06:00,BROOKLYN,79,0,,false,,,,18-24,M,BLACK,999853,187937,40.682514879000045,-73.94374471399993,POINT (-73.94374471399993 40.682514879000045) +77793725,03/19/2011,15:50:00,QUEENS,103,0,BEAUTY/NAIL SALON,false,,,,25-44,M,BLACK,1052378,196823,40.70665637500008,-73.75427617899999,POINT (-73.75427617899999 40.70665637500008) +153575113,05/31/2016,23:16:00,BROOKLYN,73,0,,false,18-24,M,BLACK,18-24,M,BLACK,1009574,180396,40.661794060000034,-73.90872392799997,POINT (-73.90872392799997 40.661794060000034) +109374381,04/02/2014,1:38:00,BROOKLYN,90,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1021344,258894,40.87720882700007,-73.86586710099994,POINT (-73.86586710099995 40.87720882700007) +143326501,05/31/2015,3:13:00,BROOKLYN,79,0,,false,,,,25-44,M,BLACK,998002,191753,40.69299199300008,-73.95041071799993,POINT (-73.95041071799993 40.69299199300008) +83765393,03/19/2012,23:45:00,BROOKLYN,77,0,,false,,,,45-64,M,BLACK,1000320,183659,40.67077189900005,-73.94207114199997,POINT (-73.94207114199997 40.67077189900005) +138364629,08/23/2014,1:10:00,BRONX,41,0,,false,18-24,M,BLACK,18-24,M,BLACK,1013775,238190,40.820411060000026,-73.89332824199995,POINT (-73.89332824199995 40.820411060000026) +75330416,10/30/2010,5:39:00,BROOKLYN,61,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,F,BLACK,1001474,156112,40.59515906300004,-73.93798142399999,POINT (-73.93798142399999 40.59515906300004) +168631299,08/30/2017,14:30:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,45-64,F,BLACK,1014049,184261,40.67238868900005,-73.892577223,POINT (-73.892577223 40.67238868900005) +82760821,01/22/2012,0:01:00,MANHATTAN,23,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,<18,F,BLACK,998829,226859,40.78934789300007,-73.94735241299998,POINT (-73.94735241299998 40.78934789300007) +91833289,07/27/2013,0:10:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,UNKNOWN,25-44,M,WHITE HISPANIC,1006059,235912,40.81418101000003,-73.92121337399993,POINT (-73.92121337399993 40.81418101000003) +10333309,02/01/2006,1:30:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,UNKNOWN,25-44,M,BLACK,1026382,237309,40.81794183300008,-73.84778502199998,POINT (-73.84778502199998 40.81794183300008) +60025211,03/27/2009,22:50:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1004905,179376,40.65900650700007,-73.92555592899998,POINT (-73.92555592899998 40.65900650700008) +155987551,08/21/2016,16:10:00,BROOKLYN,63,0,,false,,,,18-24,M,BLACK,1000176,167802,40.62724813400007,-73.94262768099996,POINT (-73.94262768099996 40.62724813400007) +16814019,06/15/2006,15:19:00,BRONX,44,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1005501,245608,40.84079511700002,-73.92319851599996,POINT (-73.92319851599996 40.84079511700002) +147609592,11/07/2015,9:00:00,BRONX,44,0,,false,,,,25-44,M,BLACK,1008787,243961,40.83626606400002,-73.91132866299995,POINT (-73.91132866299995 40.83626606400002) +33691634,08/11/2007,3:00:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,984110,188364,40.683700646000034,-74.00050622499998,POINT (-74.000506225 40.683700646000034) +38453879,01/27/2008,3:48:00,BROOKLYN,67,0,BAR/NIGHT CLUB,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1006471,174102,40.64452673700004,-73.91992907299993,POINT (-73.91992907299993 40.64452673700004) +92079599,08/11/2013,1:30:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1002998,177067,40.65267305100008,-73.93243562499998,POINT (-73.93243562499998 40.65267305100008) +189350926,10/29/2018,22:50:00,BROOKLYN,61,0,,false,<18,M,WHITE,18-24,F,WHITE,"1,001,872","153,368",40.58762655,-73.93655547,POINT (-73.93655547 40.58762655) +84977710,05/28/2012,21:48:00,BROOKLYN,67,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,25-44,M,BLACK,1003457,171483,40.637345193000044,-73.93079733599996,POINT (-73.93079733599996 40.637345193000044) +34880356,10/07/2007,21:39:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,992297,188389,40.68376560900003,-73.97098738499993,POINT (-73.97098738499994 40.68376560900003) +92952485,10/06/2013,10:58:00,BROOKLYN,63,0,,false,,,,25-44,M,BLACK,1004542,169881,40.63294562500005,-73.92689282699997,POINT (-73.92689282699997 40.63294562500005) +60405702,04/08/2009,14:25:00,BROOKLYN,66,0,MULTI DWELL - 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APT BUILD,false,18-24,M,BLACK HISPANIC,45-64,M,BLACK HISPANIC,996157,180592,40.66236024300008,-73.95708363999995,POINT (-73.95708363999995 40.66236024300008) +48395050,07/17/2008,0:50:00,BROOKLYN,67,0,,false,<18,M,BLACK,45-64,F,BLACK,1000086,176849,40.652080374000036,-73.94293067399997,POINT (-73.94293067399997 40.652080374000036) +74488352,09/06/2010,4:20:00,BROOKLYN,67,0,,true,,,,18-24,M,BLACK,1003098,177449,40.65372134600005,-73.93207416799999,POINT (-73.93207416799999 40.65372134600005) +70876133,01/23/2010,23:59:00,BRONX,47,0,,false,18-24,M,UNKNOWN,25-44,M,BLACK HISPANIC,1024149,259500,40.87885987400006,-73.85572044499997,POINT (-73.85572044499997 40.87885987400006) +23471261,07/19/2006,23:02:00,BRONX,46,0,PVT HOUSE,false,45-64,M,BLACK,25-44,M,WHITE HISPANIC,1007938,250692,40.85474299400005,-73.91437303499998,POINT (-73.91437303499998 40.85474299400005) +84205616,04/14/2012,0:02:00,BRONX,42,0,,true,18-24,M,BLACK,<18,M,BLACK,1012706,241820,40.83037788100006,-73.89717511799995,POINT (-73.89717511799995 40.83037788100006) +72637297,05/10/2010,15:55:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,1009281,186911,40.67967710400006,-73.90975581999999,POINT (-73.90975581999999 40.67967710400006) +156603440,09/09/2016,20:58:00,BROOKLYN,67,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,"997,754","193,359",40.69740047,-73.9513018,POINT (-73.9513018 40.69740047) +65442285,09/05/2009,20:55:00,BROOKLYN,69,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1011222,167828,40.627292755000035,-73.90283414899994,POINT (-73.90283414899994 40.627292755000035) +94723316,01/31/2014,3:18:00,MANHATTAN,32,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1002118,242744,40.83294176100002,-73.93543259299997,POINT (-73.93543259299997 40.83294176100002) +158913906,11/30/2016,0:43:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,F,BLACK HISPANIC,1021910,182503,40.66753342700008,-73.86424848999997,POINT (-73.86424848999997 40.66753342700008) +28863609,05/06/2007,2:10:00,BROOKLYN,81,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1002600,188628,40.684406248000066,-73.93383850699998,POINT (-73.93383850699998 40.684406248000066) +24773584,10/12/2006,9:20:00,BROOKLYN,69,0,,false,18-24,M,BLACK,18-24,M,BLACK,1007140,170760,40.635351961000026,-73.91752969899994,POINT (-73.91752969899996 40.635351961000026) +28907939,05/08/2007,12:40:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,45-64,F,BLACK HISPANIC,1021153,182357,40.66713587700008,-73.86697804199997,POINT (-73.86697804199997 40.66713587700008) +79236436,06/10/2011,4:11:00,BRONX,43,0,,false,18-24,M,BLACK,25-44,F,WHITE HISPANIC,1020225,243754,40.83565872400004,-73.86999472399998,POINT (-73.86999472399998 40.83565872400004) +137371912,06/22/2014,22:45:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1007685,176108,40.65002964200004,-73.915547512,POINT (-73.915547512 40.65002964200004) +157351151,10/05/2016,17:58:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,25-44,M,BLACK,1021290,184416,40.672786795000036,-73.86647288899997,POINT (-73.86647288899997 40.672786795000036) +25574778,12/02/2006,14:05:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1053494,161530,40.60977656700004,-73.75061339299998,POINT (-73.75061339299998 40.60977656700004) +80576263,09/03/2011,4:28:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1012851,182782,40.66833311800008,-73.89690223799995,POINT (-73.89690223799995 40.66833311800008) +151113817,03/10/2016,23:18:00,BRONX,44,0,,false,25-44,M,BLACK,18-24,F,BLACK,1007675,242092,40.83113921800003,-73.91535377699995,POINT (-73.91535377699995 40.83113921800003) +147237489,10/24/2015,23:25:00,MANHATTAN,25,0,,false,,,,25-44,M,BLACK HISPANIC,1002334,229651,40.79700470100005,-73.93468731899996,POINT (-73.93468731899996 40.79700470100005) +73840042,07/25/2010,22:00:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,F,BLACK,984113,148364,40.57390906900008,-74.00049458999997,POINT (-74.00049458999997 40.57390906900008) +109520786,04/10/2014,21:06:00,BRONX,44,0,,false,<18,M,BLACK,<18,M,BLACK HISPANIC,1007915,245914,40.841628859000025,-73.91447303899997,POINT (-73.91447303899997 40.841628859000025) +10969346,04/13/2006,4:48:00,BRONX,49,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1020954,255262,40.867241741000036,-73.86729725999999,POINT (-73.86729725999999 40.867241741000036) +25313899,11/15/2006,15:56:00,BROOKLYN,69,1,,true,18-24,M,BLACK,45-64,M,BLACK,1011203,174515,40.64564719600002,-73.90287588699994,POINT (-73.90287588699994 40.64564719600002) +85172127,06/09/2012,17:19:00,BROOKLYN,75,0,PVT HOUSE,false,25-44,M,BLACK,25-44,M,BLACK,1017826,186398,40.678240750000036,-73.87895065799995,POINT (-73.87895065799995 40.678240750000036) +74097956,08/10/2010,19:45:00,MANHATTAN,25,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK,1001399,233648,40.80797723300003,-73.93805405599994,POINT (-73.93805405599994 40.80797723300004) +59930747,03/25/2009,21:33:00,BROOKLYN,71,0,GROCERY/BODEGA,true,45-64,M,BLACK,45-64,M,ASIAN / PACIFIC ISLANDER,1003322,182443,40.66742829300006,-73.93125275899997,POINT (-73.93125275899997 40.66742829300006) +24756397,10/11/2006,21:08:00,BRONX,42,0,PVT HOUSE,false,UNKNOWN,M,WHITE HISPANIC,25-44,F,WHITE HISPANIC,1011736,241152,40.828547484000076,-73.90068296699997,POINT (-73.90068296699997 40.828547484000076) +54458332,11/27/2008,20:07:00,MANHATTAN,32,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,999565,236789,40.81660177300005,-73.94467185399996,POINT (-73.94467185399996 40.81660177300005) +143871848,06/20/2015,21:00:00,BRONX,46,0,,false,,,,<18,M,BLACK,1011330,249447,40.85131608800003,-73.90211652299998,POINT (-73.90211652299998 40.85131608800003) +54035523,11/13/2008,14:55:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,995869,178188,40.655762174000074,-73.95812585399995,POINT (-73.95812585399995 40.655762174000074) +48521223,07/21/2008,19:10:00,QUEENS,102,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1030954,193887,40.698736773000064,-73.83156876499999,POINT (-73.831568765 40.698736773000064) +15400564,05/15/2006,2:22:00,BRONX,43,0,,true,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1020872,244146,40.83673199000003,-73.86765445299993,POINT (-73.86765445299994 40.83673199000003) +146462815,09/26/2015,22:20:00,BROOKLYN,60,0,,false,,,,18-24,M,BLACK,993627,152877,40.586291409000076,-73.96624131199997,POINT (-73.96624131199998 40.586291409000076) +166741094,07/05/2017,3:38:00,QUEENS,103,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,1043454,194130,40.69932895200003,-73.78648695599996,POINT (-73.78648695599996 40.69932895200003) +72272475,04/18/2010,5:06:00,BROOKLYN,77,0,VARIETY STORE,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK,995996,183938,40.67154448400004,-73.95765812199994,POINT (-73.95765812199994 40.67154448400004) +25359022,11/18/2006,6:10:00,MANHATTAN,10,0,RESTAURANT/DINER,false,UNKNOWN,M,BLACK,18-24,M,BLACK,984276,211026,40.74590243000005,-73.99990761599996,POINT (-73.99990761599996 40.74590243000005) +55624564,01/11/2009,16:32:00,QUEENS,103,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,"999,585","214,041",40.75416455,-73.94465152,POINT (-73.94465152 40.75416455) +89975649,04/05/2013,18:45:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK HISPANIC,1014551,184360,40.67265871800004,-73.89076708999994,POINT (-73.89076708999994 40.67265871800004) +149469596,01/17/2016,21:30:00,QUEENS,105,0,PVT HOUSE,false,18-24,M,BLACK,18-24,M,BLACK,1049416,181161,40.66369022200007,-73.76511099399994,POINT (-73.76511099399994 40.66369022200007) +85074615,06/03/2012,23:55:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK HISPANIC,1019795,188628,40.68435390100007,-73.87184011499993,POINT (-73.87184011499993 40.68435390100007) +77153189,02/05/2011,20:03:00,MANHATTAN,34,0,GROCERY/BODEGA,true,,,,25-44,M,WHITE HISPANIC,1006605,254113,40.86413608500004,-73.91918020999998,POINT (-73.91918020999998 40.86413608500004) +92077658,08/11/2013,22:40:00,BROOKLYN,81,0,,false,,,,25-44,M,BLACK,1006856,187908,40.682420166000036,-73.91849545499997,POINT (-73.91849545499997 40.682420166000036) +50665286,08/30/2008,1:25:00,BRONX,43,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK HISPANIC,1020316,239179,40.82310129900002,-73.86969046099993,POINT (-73.86969046099993 40.82310129900002) +72748588,05/15/2010,18:40:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1007628,183445,40.670168236000045,-73.91572748899993,POINT (-73.91572748899993 40.670168236000045) +46904599,06/02/2008,22:39:00,BRONX,52,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE HISPANIC,1017542,255919,40.86905853200005,-73.87963014799993,POINT (-73.87963014799993 40.86905853200005) +69000765,12/18/2009,14:15:00,BROOKLYN,69,0,,false,,,,25-44,M,BLACK,1012191,171030,40.63607856000005,-73.89933004899994,POINT (-73.89933004899994 40.63607856000005) +150781504,02/29/2016,8:54:00,BROOKLYN,67,0,,false,,,,<18,M,BLACK,1003757,176148,40.650148957000056,-73.92970292799998,POINT (-73.92970292799998 40.650148957000056) +81216178,10/14/2011,23:58:00,BROOKLYN,70,0,,false,18-24,M,BLACK,<18,M,BLACK,996953,172489,40.64011816300007,-73.95422978399995,POINT (-73.95422978399995 40.64011816300007) +143682686,06/14/2015,3:15:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1006709,238639,40.82166422800003,-73.91885603399999,POINT (-73.91885603399999 40.82166422800004) +85646335,07/08/2012,0:14:00,BROOKLYN,81,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1002883,192220,40.69426487000004,-73.93280818499993,POINT (-73.93280818499993 40.69426487000004) +150566826,02/21/2016,21:14:00,QUEENS,113,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1044795,188802,40.68469579200007,-73.781698652,POINT (-73.781698652 40.68469579200007) +44409482,03/09/2008,23:55:00,BROOKLYN,88,0,,false,18-24,M,BLACK,18-24,M,BLACK,995188,190691,40.69008097200003,-73.96055993199997,POINT (-73.96055993199997 40.69008097200003) +23354095,07/04/2006,19:58:00,QUEENS,103,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1039125,192380,40.69455352400007,-73.80211334999996,POINT (-73.80211334999996 40.69455352400008) +10411008,02/10/2006,20:25:00,MANHATTAN,32,0,,false,18-24,M,BLACK,18-24,M,BLACK,1000068,237698,40.81909583700008,-73.94285248799997,POINT (-73.94285248799997 40.81909583700008) +90701883,05/19/2013,10:50:00,BROOKLYN,69,0,GROCERY/BODEGA,false,,,,25-44,M,BLACK,1012910,175664,40.648795592000056,-73.89671980899993,POINT (-73.89671980899993 40.648795592000056) +72387502,04/25/2010,2:25:00,BRONX,50,0,,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1011106,258521,40.87622214700008,-73.90288984499993,POINT (-73.90288984499995 40.87622214700008) +71836062,03/20/2010,0:16:00,BRONX,42,0,GROCERY/BODEGA,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1015437,244318,40.83722494500006,-73.88729499199997,POINT (-73.88729499199997 40.83722494500006) +151183121,03/11/2016,20:45:00,QUEENS,113,0,BEAUTY/NAIL SALON,true,,,,25-44,M,BLACK,1051319,191783,40.692830893000064,-73.75814596799995,POINT (-73.75814596799995 40.692830893000064) +28392833,04/10/2007,18:00:00,MANHATTAN,25,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1000555,230994,40.800694331000045,-73.94110928599997,POINT (-73.94110928599997 40.800694331000045) +53891791,11/09/2008,20:13:00,BROOKLYN,78,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,988398,187951,40.682566085000076,-73.98504578999997,POINT (-73.98504578999997 40.682566085000076) +187009713,08/28/2018,22:45:00,BROOKLYN,77,0,,false,,,,25-44,M,BLACK,"998,027","183,976",40.67164586,-73.95033646,POINT (-73.95033646 40.67164586) +54535003,12/01/2008,7:54:00,BROOKLYN,73,0,,false,18-24,M,BLACK,18-24,M,BLACK,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +143250266,05/27/2015,20:15:00,BRONX,52,0,,false,,,,25-44,M,BLACK,1014001,254089,40.864048386000036,-73.89244117899995,POINT (-73.89244117899995 40.864048386000036) +49514587,07/30/2008,18:45:00,MANHATTAN,33,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,UNKNOWN,18-24,M,WHITE HISPANIC,1002522,247219,40.84522350700007,-73.93396048499993,POINT (-73.93396048499993 40.84522350700007) +35565367,11/08/2007,23:09:00,BRONX,46,0,RESTAURANT/DINER,false,UNKNOWN,M,UNKNOWN,<18,M,WHITE HISPANIC,1012810,251690,40.85746778900005,-73.89675727899998,POINT (-73.89675727899998 40.85746778900005) +72087871,04/06/2010,21:02:00,QUEENS,113,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1040051,185174,40.67476895700002,-73.79883373299998,POINT (-73.79883373299998 40.67476895700002) +47447807,06/22/2008,1:38:00,QUEENS,103,0,,false,25-44,M,BLACK,<18,M,BLACK,1041749,196938,40.70704747500002,-73.79261190399995,POINT (-73.79261190399995 40.70704747500002) +29288076,05/28/2007,17:15:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,25-44,M,BLACK,989449,192503,40.69505972600007,-73.98125288699998,POINT (-73.98125288699998 40.69505972600007) +74955697,10/07/2010,5:14:00,BROOKLYN,81,0,,false,,,,25-44,M,BLACK,1004261,191337,40.69183823100008,-73.92784154599997,POINT (-73.92784154599997 40.69183823100008) +146505452,09/29/2015,0:48:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1018367,240337,40.82628742000002,-73.87672654599999,POINT (-73.87672654599999 40.82628742000002) +33227810,07/22/2007,3:52:00,BROOKLYN,75,0,,false,UNKNOWN,U,BLACK,18-24,M,BLACK,1015310,183792,40.67109705600007,-73.88803353499998,POINT (-73.88803353499998 40.67109705600007) +75517573,11/11/2010,20:57:00,BRONX,40,0,,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1009347,237072,40.81735615500003,-73.90933068199998,POINT (-73.90933068199998 40.81735615500003) +185627382,07/25/2018,20:35:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,"1,007,135","188,633",40.68440941,-73.91748706,POINT (-73.91748706 40.68440941) +73148559,06/09/2010,20:45:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,984113,148364,40.57390906900008,-74.00049458999997,POINT (-74.00049458999997 40.57390906900008) +86202699,08/11/2012,0:17:00,BROOKLYN,77,0,,false,25-44,M,BLACK,25-44,M,BLACK,995935,184299,40.67253542900005,-73.95787739599997,POINT (-73.95787739599997 40.67253542900005) +83464660,03/02/2012,23:30:00,BRONX,47,0,,false,,,,<18,M,BLACK,1026480,262584,40.88731363400007,-73.84727175799998,POINT (-73.84727175799998 40.88731363400007) +78188784,04/12/2011,2:26:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1000892,176560,40.65128565400005,-73.94002667599993,POINT (-73.94002667599993 40.65128565400005) +148327483,12/06/2015,5:50:00,MANHATTAN,28,0,,false,,,,18-24,M,WHITE HISPANIC,999562,233922,40.80873266200007,-73.94468923199997,POINT (-73.94468923199997 40.80873266200007) +67605366,11/07/2009,23:00:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,991404,202633,40.72286281600003,-73.97419203299995,POINT (-73.97419203299995 40.72286281600003) +80799303,09/20/2011,0:54:00,BRONX,44,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1007648,242363,40.83188310600008,-73.91545039799998,POINT (-73.91545039799998 40.83188310600008) +75652573,11/21/2010,5:52:00,BRONX,41,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1013033,238140,40.82027627300005,-73.89600928499993,POINT (-73.89600928499995 40.820276273000054) +73755741,07/19/2010,0:30:00,BRONX,40,0,,false,,,,25-44,M,WHITE HISPANIC,1007944,231540,40.802176228000064,-73.91441898199997,POINT (-73.91441898199997 40.802176228000064) +69420483,12/31/2009,19:15:00,MANHATTAN,26,0,,false,UNKNOWN,M,WHITE HISPANIC,<18,M,BLACK,997754,235220,40.812298260000034,-73.95121773899997,POINT (-73.95121773899997 40.812298260000034) +61826982,05/17/2009,20:03:00,BROOKLYN,83,0,,true,25-44,M,BLACK HISPANIC,18-24,M,BLACK,1007449,194789,40.70130538400008,-73.91633369899995,POINT (-73.91633369899995 40.70130538400008) +53765755,11/04/2008,19:37:00,BRONX,52,0,,false,UNKNOWN,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1010821,254193,40.86434397700003,-73.90393756899994,POINT (-73.90393756899994 40.86434397700003) +71347601,02/16/2010,1:34:00,QUEENS,113,0,,false,18-24,M,BLACK,18-24,M,BLACK,1049150,195182,40.70217649700004,-73.76593474399994,POINT (-73.76593474399994 40.70217649700004) +95301721,03/11/2014,3:35:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1014659,185797,40.67660258700005,-73.89037127099994,POINT (-73.89037127099994 40.67660258700005) +26823548,02/10/2007,4:10:00,BROOKLYN,78,0,,false,25-44,F,WHITE HISPANIC,25-44,M,WHITE HISPANIC,990976,186546,40.67870809500005,-73.97575218799993,POINT (-73.97575218799993 40.67870809500005) +32527925,06/19/2007,13:25:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1007654,219564,40.76930608700008,-73.91550817999997,POINT (-73.91550817999997 40.76930608700008) +32988709,07/09/2007,17:30:00,STATEN ISLAND,120,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,962748,174174,40.64472613100002,-74.07748315899995,POINT (-74.07748315899995 40.64472613100002) +69888729,01/15/2010,23:00:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1009370,180064,40.660883375000026,-73.90946045899994,POINT (-73.90946045899994 40.660883375000026) +81195667,10/13/2011,12:28:00,BROOKLYN,81,0,,false,25-44,M,BLACK,18-24,M,BLACK,1006617,186916,40.67969795900007,-73.91936046299998,POINT (-73.91936046299998 40.67969795900007) +16814034,06/18/2006,3:20:00,BROOKLYN,67,0,,false,<18,M,BLACK,18-24,M,BLACK,998643,171516,40.63744490100004,-73.94814242399997,POINT (-73.94814242399997 40.637444901000045) +46715560,05/25/2008,5:10:00,BROOKLYN,67,0,,false,25-44,M,BLACK,18-24,M,BLACK,1001503,177318,40.65336503000003,-73.93782280399995,POINT (-73.93782280399996 40.65336503000003) +93834352,11/29/2013,22:40:00,MANHATTAN,33,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,45-64,M,BLACK,999783,242700,40.832825408000076,-73.94387058599993,POINT (-73.94387058599993 40.832825408000076) +140847027,02/05/2015,3:30:00,QUEENS,106,0,,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE,1032381,183291,40.66964557700004,-73.826498153,POINT (-73.826498153 40.66964557700004) +138877536,09/25/2014,12:53:00,BROOKLYN,90,0,MULTI DWELL - PUBLIC HOUS,true,,,,18-24,M,BLACK,1001079,195776,40.70402887300003,-73.93930477999999,POINT (-73.93930477999999 40.70402887300003) +66350498,10/01/2009,21:55:00,BRONX,47,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1024006,266909,40.89919586500002,-73.85619357099996,POINT (-73.85619357099996 40.89919586500002) +190950370,12/08/2018,3:47:00,QUEENS,102,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,25-44,F,WHITE HISPANIC,"1,033,909","194,043",40.69914887,-73.82091077,POINT (-73.82091077 40.69914887000001) +56422561,02/08/2009,4:37:00,BRONX,49,0,BAR/NIGHT CLUB,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1027929,246043,40.84190661300004,-73.84213909699997,POINT (-73.84213909699997 40.84190661300004) +35002051,10/12/2007,3:56:00,QUEENS,112,0,,false,25-44,M,WHITE HISPANIC,45-64,M,WHITE,1025282,202565,40.722583909000036,-73.85197126299995,POINT (-73.85197126299995 40.722583909000036) +74153300,08/15/2010,2:46:00,BRONX,49,0,,false,18-24,M,BLACK,18-24,M,BLACK,1021629,255487,40.867856464000056,-73.864855531,POINT (-73.864855531 40.867856464000056) +168528143,08/26/2017,23:40:00,BRONX,40,0,,false,,,,25-44,M,BLACK,1008563,237960,40.81979565700004,-73.91215990899997,POINT (-73.91215990899997 40.81979565700004) +67108494,10/24/2009,1:02:00,MANHATTAN,34,0,,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1004299,254122,40.864166325000035,-73.927517186,POINT (-73.927517186 40.864166325000035) +166765843,07/05/2017,0:31:00,BRONX,46,0,,true,25-44,M,BLACK,45-64,F,WHITE HISPANIC,1011383,251919,40.858100827000044,-73.90191494099997,POINT (-73.90191494099997 40.858100827000044) +86926605,09/25/2012,21:00:00,BROOKLYN,70,0,,false,,,,18-24,M,BLACK,995616,176703,40.65168650100002,-73.95904018399995,POINT (-73.95904018399995 40.65168650100002) +171866985,11/21/2017,20:40:00,STATEN ISLAND,121,0,,false,<18,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,947589,171647,40.63774028500006,-74.13209429599993,POINT (-74.13209429599995 40.63774028500006) +81328063,10/23/2011,4:28:00,BROOKLYN,83,0,,true,,,,18-24,M,BLACK HISPANIC,1010080,189829,40.68768405000003,-73.90686395999995,POINT (-73.90686395999995 40.68768405000003) +29210902,05/24/2007,21:51:00,BROOKLYN,81,0,,false,UNKNOWN,U,UNKNOWN,25-44,F,BLACK,1003656,187150,40.68034722300007,-73.93003524099998,POINT (-73.93003524099998 40.68034722300007) +26326058,01/16/2007,23:11:00,BROOKLYN,75,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1013962,187496,40.681268322000044,-73.89287659399997,POINT (-73.89287659399997 40.681268322000044) +93518909,11/10/2013,16:30:00,BRONX,46,0,,false,,,,25-44,M,BLACK HISPANIC,1010979,250553,40.85435279800004,-73.90338085699995,POINT (-73.90338085699996 40.85435279800004) +72983201,05/31/2010,2:33:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1021576,240437,40.82654891400006,-73.86513093199994,POINT (-73.86513093199994 40.82654891400006) +52661599,10/30/2008,23:35:00,QUEENS,113,0,PVT HOUSE,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1046573,183057,40.66891477200004,-73.77534099699994,POINT (-73.77534099699994 40.66891477200004) +88144161,12/16/2012,0:50:00,BRONX,44,0,,false,,,,18-24,M,BLACK,1004530,242729,40.83289538100007,-73.92671649599998,POINT (-73.92671649599998 40.83289538100007) +73921169,07/31/2010,2:24:00,QUEENS,113,0,,false,18-24,M,BLACK,18-24,M,BLACK,1052345,195806,40.703865214000075,-73.75440548699999,POINT (-73.75440548699999 40.703865214000075) +63807974,07/16/2009,21:50:00,BRONX,46,0,,false,<18,M,BLACK,25-44,M,BLACK,1005725,249742,40.85214118700002,-73.92237572199997,POINT (-73.92237572199997 40.85214118700002) +156245998,08/26/2016,21:47:00,MANHATTAN,34,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1003105,247798,40.846811466000084,-73.93185170499999,POINT (-73.931851705 40.846811466000084) +49913263,08/08/2008,1:45:00,BRONX,43,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1020316,239179,40.82310129900002,-73.86969046099993,POINT (-73.86969046099993 40.82310129900002) +81232260,10/17/2011,11:46:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,998431,228774,40.79460469900005,-73.94878566499993,POINT (-73.94878566499993 40.79460469900005) +51957027,10/06/2008,15:08:00,BROOKLYN,77,0,,false,UNKNOWN,M,BLACK,<18,M,BLACK,1003606,185050,40.67458330800008,-73.93022154099998,POINT (-73.93022154099998 40.67458330800008) +25701536,12/10/2006,1:37:00,BRONX,46,0,,false,,,,18-24,M,BLACK HISPANIC,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +61373838,05/03/2009,2:59:00,BROOKLYN,79,0,,false,25-44,M,BLACK,<18,M,BLACK,1001329,187143,40.68033280500004,-73.93842499899995,POINT (-73.93842499899995 40.68033280500004) +28206267,04/01/2007,0:34:00,BRONX,41,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1013232,236725,40.816391847000034,-73.89529641399997,POINT (-73.89529641399997 40.816391847000034) +84279560,04/18/2012,18:16:00,BRONX,47,0,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK HISPANIC,1027110,262158,40.886141362000046,-73.84499601999994,POINT (-73.84499601999994 40.88614136200005) +46889812,06/01/2008,23:03:00,BRONX,42,0,MULTI DWELL - 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PUBLIC HOUS,true,25-44,M,BLACK HISPANIC,25-44,F,BLACK HISPANIC,998842,235649,40.81347401500005,-73.94728636499997,POINT (-73.94728636499997 40.81347401500005) +48460096,07/20/2008,0:25:00,BRONX,47,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,<18,M,WHITE HISPANIC,1021458,258089,40.87499887300004,-73.86545934099996,POINT (-73.86545934099996 40.87499887300004) +23833841,08/12/2006,0:02:00,BROOKLYN,71,0,,false,UNKNOWN,M,BLACK,<18,F,BLACK,997054,181094,40.66373687000004,-73.95384952499995,POINT (-73.95384952499995 40.66373687000004) +27500997,03/19/2007,20:42:00,BROOKLYN,75,0,,false,,,,<18,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +37190370,12/22/2007,3:47:00,STATEN ISLAND,120,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,963162,168494,40.629136739000046,-74.075973574,POINT (-74.075973574 40.629136739000046) +158683493,11/21/2016,10:12:00,STATEN ISLAND,120,0,GROCERY/BODEGA,false,18-24,M,BLACK,25-44,M,BLACK,960738,163539,40.61553020100007,-74.08468906899996,POINT (-74.08468906899996 40.61553020100007) +153916053,06/12/2016,2:58:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +65246291,08/30/2009,18:48:00,BRONX,46,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1007969,250380,40.85388656400005,-73.91426207799998,POINT (-73.91426207799998 40.85388656400005) +71738207,03/13/2010,4:50:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1003821,173650,40.643292346000074,-73.92947953499998,POINT (-73.92947953499998 40.643292346000074) +23974388,08/20/2006,1:30:00,BROOKLYN,70,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,995145,175597,40.64865136200007,-73.96073937999995,POINT (-73.96073937999995 40.64865136200007) +37538614,01/07/2008,19:10:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,998802,189553,40.68695222000007,-73.94753061099993,POINT (-73.94753061099993 40.68695222000007) +144699874,07/22/2015,0:01:00,BRONX,46,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1006111,247691,40.846510852000044,-73.92098713599995,POINT (-73.92098713599995 40.846510852000044) +167121203,07/17/2017,13:22:00,QUEENS,114,0,GROCERY/BODEGA,false,25-44,M,BLACK,45-64,M,WHITE HISPANIC,999568,215114,40.75710969200002,-73.94471043899993,POINT (-73.94471043899993 40.75710969200002) +48395047,07/16/2008,13:04:00,BROOKLYN,63,0,PVT HOUSE,true,,,,45-64,F,WHITE,1002458,161216,40.60916653700008,-73.93442448999998,POINT (-73.93442448999998 40.60916653700008) +51110049,09/09/2008,19:29:00,BRONX,44,0,SHOE STORE,true,<18,M,BLACK,25-44,M,BLACK,1007188,243233,40.83427221300008,-73.91710967899996,POINT (-73.91710967899996 40.83427221300008) +35406557,10/31/2007,15:15:00,QUEENS,113,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1046367,186986,40.67970040800003,-73.77604736799998,POINT (-73.77604736799998 40.67970040800003) +47851712,06/28/2008,2:07:00,QUEENS,101,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1009708,182451,40.66743419200003,-73.90823318099996,POINT (-73.90823318099996 40.66743419200003) +75652550,11/21/2010,4:40:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1023380,239329,40.823499964000064,-73.85861898699994,POINT (-73.85861898699994 40.82349996400007) +87821869,11/24/2012,19:00:00,MANHATTAN,33,0,,false,,,,18-24,M,WHITE HISPANIC,1001861,246956,40.84450299200005,-73.93635024499997,POINT (-73.93635024499997 40.84450299200005) +56373204,02/06/2009,17:15:00,BROOKLYN,81,0,PVT HOUSE,false,UNKNOWN,M,BLACK,<18,M,BLACK,1001586,189839,40.687732210000036,-73.93749147799997,POINT (-73.93749147799997 40.687732210000036) +49955964,08/10/2008,4:23:00,BROOKLYN,81,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1005218,190528,40.689615497000034,-73.92439311199998,POINT (-73.92439311199998 40.689615497000034) +84998801,05/29/2012,0:30:00,BROOKLYN,70,0,,false,<18,M,BLACK,25-44,M,BLACK,995044,176285,40.650539897000044,-73.96110224899996,POINT (-73.96110224899996 40.650539897000044) +148542344,12/14/2015,4:15:00,STATEN ISLAND,120,0,,true,18-24,M,BLACK,25-44,M,BLACK,962822,174282,40.645022746000045,-74.077216847,POINT (-74.077216847 40.645022746000045) +62199687,05/28/2009,15:30:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,45-64,M,BLACK,<18,F,BLACK,1002600,220917,40.77303165400008,-73.933750461,POINT (-73.933750461 40.77303165400008) +59753080,03/21/2009,0:40:00,BRONX,40,0,COMMERCIAL BLDG,false,18-24,M,BLACK,18-24,M,BLACK,1007034,236608,40.81608887400005,-73.917688689,POINT (-73.917688689 40.81608887400005) +140466125,01/07/2015,11:55:00,BRONX,43,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,45-64,M,BLACK,1019646,240708,40.82730067500006,-73.87210318599993,POINT (-73.87210318599993 40.82730067500006) +85976984,07/28/2012,0:42:00,MANHATTAN,28,0,,false,,,,<18,F,BLACK HISPANIC,998054,232172,40.80393187900006,-73.95014024399995,POINT (-73.95014024399995 40.80393187900006) +94724172,02/01/2014,13:24:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,1009056,183042,40.669058206000045,-73.91058126399997,POINT (-73.91058126399997 40.669058206000045) +88502103,01/10/2013,4:20:00,QUEENS,107,0,,false,,,,25-44,M,BLACK HISPANIC,1038861,197332,40.708147205000046,-73.80302521899995,POINT (-73.80302521899995 40.708147205000046) +81881562,11/27/2011,4:37:00,BRONX,44,0,,false,18-24,M,BLACK,18-24,M,BLACK,1007976,242140,40.83127016100008,-73.91426592599998,POINT (-73.91426592599998 40.83127016100008) +79940492,07/23/2011,3:46:00,BROOKLYN,73,0,COMMERCIAL BLDG,false,UNKNOWN,M,BLACK,<18,F,BLACK,1009141,183299,40.66976337500005,-73.91027390799998,POINT (-73.91027390799998 40.66976337500005) +168780020,09/05/2017,0:54:00,BROOKLYN,67,0,,false,,,,<18,M,BLACK,1002286,172675,40.64061943900003,-73.93501333899997,POINT (-73.93501333899997 40.64061943900003) +86159989,08/08/2012,22:25:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,1001028,229572,40.79679044300008,-73.93940440599994,POINT (-73.93940440599994 40.79679044300008) +79895739,07/20/2011,1:34:00,BRONX,40,0,,false,,,,18-24,M,WHITE HISPANIC,1007373,232752,40.80550434700007,-73.91647725199994,POINT (-73.91647725199994 40.80550434700007) +84790122,05/17/2012,18:03:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,WHITE,18-24,M,BLACK,1010706,243782,40.83576922100008,-73.90439441599993,POINT (-73.90439441599993 40.83576922100008) +81228811,10/16/2011,20:30:00,QUEENS,115,0,,false,,,,45-64,M,BLACK,1018636,218395,40.76606159300008,-73.87586691799999,POINT (-73.87586691799999 40.76606159300008) +88330799,12/28/2012,19:26:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,998016,196598,40.70629036500002,-73.95035033099998,POINT (-73.95035033099998 40.70629036500002) +60177688,03/31/2009,18:19:00,BRONX,43,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1022246,238170,40.82032379100008,-73.86272285299998,POINT (-73.86272285299998 40.82032379100008) +47851710,06/29/2008,14:25:00,BRONX,41,0,,false,25-44,M,BLACK,25-44,M,BLACK,1014572,240324,40.826265582000076,-73.890439057,POINT (-73.890439057 40.826265582000076) +66101680,09/23/2009,17:40:00,QUEENS,103,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1035924,194283,40.699796073000066,-73.81364203699997,POINT (-73.81364203699997 40.699796073000066) +50703407,08/31/2008,19:15:00,BROOKLYN,79,0,,true,,,,18-24,M,BLACK,999634,190253,40.688872153000034,-73.94452903199993,POINT (-73.94452903199993 40.688872153000034) +72761419,05/18/2010,2:19:00,BRONX,40,0,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,1002600,220917,40.77303165400008,-73.933750461,POINT (-73.933750461 40.77303165400008) +24050492,08/28/2006,21:52:00,BROOKLYN,73,0,,false,18-24,M,BLACK,<18,M,BLACK,1008228,183789,40.67111083400005,-73.91356336299998,POINT (-73.91356336299998 40.67111083400005) +29479157,06/06/2007,23:59:00,QUEENS,101,0,,false,18-24,M,BLACK,<18,M,BLACK,1053494,161530,40.60977656700004,-73.75061339299998,POINT (-73.75061339299998 40.60977656700004) +16631502,05/30/2006,18:32:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1004975,183973,40.67162408600007,-73.925289503,POINT (-73.925289503 40.67162408600007) +63405889,07/04/2009,2:30:00,BROOKLYN,66,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK HISPANIC,986554,173863,40.64389830700002,-73.99169916199997,POINT (-73.99169916199997 40.64389830700002) +67847583,11/14/2009,21:25:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1001139,192775,40.69579171600003,-73.939095905,POINT (-73.939095905 40.69579171600003) +26087356,01/03/2007,10:21:00,BROOKLYN,73,0,,false,18-24,M,BLACK,25-44,M,BLACK,1010140,183016,40.668983739000055,-73.90667378399996,POINT (-73.90667378399996 40.668983739000055) +143334354,05/31/2015,17:51:00,BROOKLYN,73,2,MULTI DWELL - 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APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1022564,185339,40.675314798000045,-73.86187490099996,POINT (-73.86187490099996 40.675314798000045) +67583638,11/07/2009,16:39:00,QUEENS,109,0,,false,25-44,M,UNKNOWN,18-24,M,BLACK,1031046,218266,40.76565054300004,-73.83106742699994,POINT (-73.83106742699994 40.76565054300004) +109632648,04/17/2014,6:45:00,BROOKLYN,83,0,GROCERY/BODEGA,true,,,,45-64,M,WHITE,1007786,191540,40.69238674700006,-73.91512965199998,POINT (-73.91512965199998 40.69238674700006) +46452059,05/15/2008,0:23:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1006760,182355,40.667178679000074,-73.91886012899994,POINT (-73.91886012899994 40.667178679000074) +145001701,08/02/2015,2:20:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,true,,,,45-64,M,WHITE HISPANIC,991348,192045,40.69380130300004,-73.97440522399995,POINT (-73.97440522399995 40.69380130300004) +47916283,07/02/2008,21:24:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE HISPANIC,998431,228774,40.79460469900005,-73.94878566499993,POINT (-73.94878566499993 40.79460469900005) +47126080,06/09/2008,20:24:00,BROOKLYN,73,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK HISPANIC,1010236,183947,40.671538843000064,-73.90632413799993,POINT (-73.90632413799993 40.671538843000064) +90957824,06/03/2013,22:57:00,QUEENS,109,0,,false,,,,45-64,M,ASIAN / PACIFIC ISLANDER,1032536,210465,40.74423080800005,-73.82574454699994,POINT (-73.82574454699994 40.74423080800005) +50479069,08/23/2008,5:02:00,BRONX,40,0,BAR/NIGHT CLUB,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1004840,234488,40.81027545200004,-73.92562154799998,POINT (-73.92562154799998 40.81027545200004) +24347273,09/16/2006,14:07:00,BRONX,47,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1026486,262591,40.88733281800006,-73.84725001299995,POINT (-73.84725001299995 40.88733281800006) +90905822,05/30/2013,18:14:00,BRONX,42,0,,true,18-24,M,WHITE HISPANIC,18-24,M,ASIAN / PACIFIC ISLANDER,1014998,240732,40.82738395100006,-73.88889792499998,POINT (-73.88889792499998 40.82738395100006) +28654487,04/25/2007,0:31:00,BROOKLYN,88,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,995188,190691,40.69008097200003,-73.96055993199997,POINT (-73.96055993199997 40.69008097200003) +38077256,01/22/2008,19:00:00,BRONX,42,0,,false,25-44,M,BLACK,25-44,M,BLACK,1010752,242586,40.832486409000076,-73.90423290499997,POINT (-73.90423290499997 40.832486409000076) +34129877,09/02/2007,23:10:00,STATEN ISLAND,120,0,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,F,BLACK,938877,169548,40.63193864000005,-74.16347023099996,POINT (-74.16347023099998 40.63193864000005) +74118536,08/11/2010,23:39:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1012777,182476,40.667493455000056,-73.89717028299998,POINT (-73.89717028299998 40.667493455000056) +139241700,10/17/2014,15:59:00,BROOKLYN,75,0,,false,18-24,M,BLACK,25-44,M,BLACK,1020953,182031,40.66624191300008,-73.86770075099997,POINT (-73.86770075099997 40.66624191300008) +33478092,07/31/2007,6:30:00,BRONX,48,0,,false,UNKNOWN,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1011779,246746,40.84390125500005,-73.900504632,POINT (-73.900504632 40.843901255000056) +48006260,07/05/2008,0:53:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,25-44,M,BLACK,999033,176604,40.65140972200004,-73.94672607799998,POINT (-73.94672607799998 40.65140972200004) +91727939,07/20/2013,3:01:00,BROOKLYN,75,0,,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,1014484,181357,40.66441638600002,-73.89102209099997,POINT (-73.89102209099997 40.66441638600002) +72983183,05/31/2010,3:19:00,BROOKLYN,83,0,,true,,,,25-44,M,BLACK,1009533,192360,40.69463263800003,-73.90882682499995,POINT (-73.90882682499995 40.69463263800003) +92330650,08/28/2013,2:10:00,BRONX,44,0,,false,18-24,M,BLACK,18-24,M,BLACK,1003762,243810,40.83586414400003,-73.92948863899994,POINT (-73.92948863899994 40.83586414400003) +155677477,08/11/2016,2:35:00,QUEENS,106,0,PVT HOUSE,false,,,,45-64,F,WHITE HISPANIC,1032301,187050,40.67996360200004,-73.82675973799998,POINT (-73.82675973799998 40.67996360200004) +141003370,02/16/2015,0:52:00,STATEN ISLAND,121,0,,false,18-24,M,BLACK,45-64,M,WHITE HISPANIC,945339,170677,40.63506824600006,-74.14019563999993,POINT (-74.14019563999993 40.63506824600006) +60025217,03/28/2009,23:28:00,BRONX,41,0,,false,UNKNOWN,U,UNKNOWN,25-44,F,BLACK HISPANIC,1013070,238703,40.82182142700003,-73.89587318699995,POINT (-73.89587318699995 40.82182142700003) +25921479,12/24/2006,3:54:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1007016,178100,40.65549899200005,-73.91795169699996,POINT (-73.91795169699996 40.65549899200005) +154080951,06/16/2016,16:00:00,BROOKLYN,63,0,,false,25-44,M,BLACK,25-44,F,BLACK,1002036,169246,40.63120807100006,-73.93592318799993,POINT (-73.93592318799993 40.63120807100006) +139299665,10/22/2014,16:21:00,BRONX,47,0,,false,<18,M,BLACK,<18,M,BLACK HISPANIC,1025560,261621,40.88467485900002,-73.850604977,POINT (-73.850604977 40.88467485900002) +84720306,05/14/2012,9:16:00,BROOKLYN,75,0,GROCERY/BODEGA,false,18-24,M,BLACK,25-44,M,BLACK,1015829,179160,40.65838141500007,-73.88618429299999,POINT (-73.88618429299999 40.65838141500007) +10240248,01/26/2006,20:07:00,BROOKLYN,81,0,,false,18-24,M,BLACK,18-24,M,BLACK,1003927,186763,40.67928439700007,-73.92905930999996,POINT (-73.92905930999996 40.67928439700007) +27606751,03/23/2007,20:06:00,BROOKLYN,75,0,,false,25-44,M,BLACK,25-44,M,BLACK,1020162,185444,40.67561306900007,-73.87053382599998,POINT (-73.87053382599998 40.67561306900007) +89298581,02/24/2013,2:15:00,BROOKLYN,83,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,25-44,M,WHITE HISPANIC,999631,198004,40.710146843000075,-73.94452214899997,POINT (-73.94452214899997 40.710146843000075) +54610398,12/02/2008,22:45:00,BROOKLYN,77,0,GROCERY/BODEGA,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1000366,184300,40.67253121700002,-73.94190378599995,POINT (-73.94190378599995 40.67253121700002) +63839217,07/18/2009,7:30:00,BROOKLYN,73,0,,false,18-24,M,BLACK,18-24,M,BLACK,1007800,182559,40.66773590900005,-73.91511055199999,POINT (-73.915110552 40.66773590900005) +73308903,06/20/2010,23:16:00,MANHATTAN,32,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1001765,237948,40.819778814000074,-73.93672073299997,POINT (-73.93672073299997 40.81977881400008) +94136969,12/22/2013,1:45:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,987441,188309,40.68354911000005,-73.98849609399997,POINT (-73.98849609399997 40.68354911000005) +149930602,01/30/2016,21:15:00,BRONX,46,0,,false,,,,18-24,M,BLACK,1011330,249447,40.85131608800003,-73.90211652299998,POINT (-73.90211652299998 40.85131608800003) +145925352,09/06/2015,0:55:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1003553,181953,40.666082852000045,-73.93042147799997,POINT (-73.93042147799997 40.666082852000045) +65602677,09/09/2009,22:05:00,QUEENS,106,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,25-44,M,WHITE,1028292,183162,40.669312786000035,-73.84123904399996,POINT (-73.84123904399996 40.669312786000035) +50433505,08/20/2008,22:24:00,BROOKLYN,79,0,,false,18-24,M,BLACK,18-24,M,BLACK,998408,189084,40.68566556200005,-73.948952261,POINT (-73.948952261 40.68566556200005) +153451720,05/26/2016,22:30:00,BRONX,50,0,,false,,,,25-44,F,BLACK,1011373,258416,40.87593313800004,-73.90192479599993,POINT (-73.90192479599993 40.87593313800004) +155987546,08/21/2016,3:20:00,BROOKLYN,75,0,,false,25-44,M,BLACK HISPANIC,18-24,M,BLACK,1011131,182735,40.66820950300007,-73.90310257499993,POINT (-73.90310257499993 40.66820950300007) +82323151,12/25/2011,4:05:00,BROOKLYN,68,0,,false,25-44,M,WHITE HISPANIC,25-44,M,ASIAN / PACIFIC ISLANDER,976576,169463,40.63181821800004,-74.02764908499995,POINT (-74.02764908499995 40.63181821800004) +84340916,04/22/2012,2:27:00,BRONX,41,0,GROCERY/BODEGA,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1014642,240068,40.82556269400004,-73.89018728699995,POINT (-73.89018728699995 40.82556269400004) +140081029,12/07/2014,3:19:00,BRONX,40,0,,false,18-24,M,BLACK,25-44,M,BLACK,1004039,233396,40.80728004500003,-73.92851832099996,POINT (-73.92851832099996 40.80728004500003) +76601147,12/26/2010,1:27:00,MANHATTAN,30,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1000674,241559,40.82969207900004,-73.94065361599996,POINT (-73.94065361599996 40.82969207900004) +83072042,02/08/2012,4:50:00,BROOKLYN,60,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1011057,240448,40.82661729300003,-73.90313929099993,POINT (-73.90313929099993 40.82661729300003) +139461297,11/01/2014,5:30:00,BRONX,44,0,,false,,,,18-24,M,BLACK,1007237,241770,40.830256572000046,-73.91693761999993,POINT (-73.91693761999993 40.83025657200005) +72616285,05/09/2010,1:58:00,BRONX,46,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,<18,M,BLACK,1009854,247503,40.84598478800007,-73.90745917699996,POINT (-73.90745917699996 40.84598478800007) +34667538,09/25/2007,12:30:00,BROOKLYN,67,0,,false,25-44,M,BLACK,25-44,M,BLACK,999256,173900,40.64398745300008,-73.94592843899994,POINT (-73.94592843899994 40.64398745300008) +153754903,06/06/2016,21:34:00,BROOKLYN,84,0,,true,45-64,M,BLACK,18-24,F,BLACK,984377,191776,40.69306580400007,-73.99954347299997,POINT (-73.99954347299997 40.69306580400007) +81088105,10/08/2011,2:50:00,BRONX,40,0,,false,,,,18-24,M,BLACK,1007857,235590,40.81329258800002,-73.91471898299993,POINT (-73.91471898299993 40.81329258800002) +81786698,11/20/2011,4:00:00,BRONX,44,0,,false,,,,18-24,M,WHITE HISPANIC,1008114,244866,40.838751870000074,-73.91375755599995,POINT (-73.91375755599995 40.838751870000074) +77376416,02/20/2011,18:57:00,BROOKLYN,75,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1019976,188479,40.68394420100003,-73.87118829099995,POINT (-73.87118829099995 40.68394420100003) +73308097,06/19/2010,1:48:00,BROOKLYN,88,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,993575,188250,40.68338283200006,-73.96637965299993,POINT (-73.96637965299993 40.68338283200006) +83616064,03/10/2012,21:05:00,QUEENS,104,0,BEAUTY/NAIL SALON,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1009125,195901,40.704353010000034,-73.91028506099997,POINT (-73.91028506099997 40.704353010000034) +46887795,06/01/2008,5:19:00,BROOKLYN,75,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1011498,186087,40.677408865000075,-73.901766088,POINT (-73.901766088 40.677408865000075) +156245995,08/28/2016,3:40:00,BROOKLYN,77,0,,true,,,,25-44,M,BLACK,1003090,184597,40.67334103700006,-73.93208302699998,POINT (-73.93208302699998 40.673341037000064) +137591738,07/06/2014,5:15:00,STATEN ISLAND,121,0,,true,25-44,M,BLACK,18-24,M,BLACK,937942,170983,40.635872566000046,-74.16684866599996,POINT (-74.16684866599996 40.635872566000046) +51559643,09/21/2008,21:30:00,MANHATTAN,28,0,,false,,,,25-44,M,BLACK,999393,233707,40.80814283800004,-73.945300203,POINT (-73.945300203 40.80814283800004) +62199687,05/28/2009,15:30:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1002600,220917,40.77303165400008,-73.933750461,POINT (-73.933750461 40.77303165400008) +75760742,11/29/2010,15:59:00,QUEENS,105,0,PVT HOUSE,true,,,,25-44,M,BLACK,1052349,181365,40.66422808200008,-73.75453700699995,POINT (-73.75453700699995 40.66422808200008) +153172812,05/17/2016,1:37:00,BRONX,45,0,PVT HOUSE,true,25-44,M,WHITE,25-44,F,WHITE,1035373,247041,40.84460586800003,-73.81522784699997,POINT (-73.81522784699997 40.84460586800003) +23421773,07/15/2006,5:35:00,BRONX,46,0,,true,<18,M,WHITE HISPANIC,18-24,M,BLACK,1009873,247797,40.84679167600007,-73.90738938099996,POINT (-73.90738938099996 40.84679167600007) +62968509,06/21/2009,4:41:00,BROOKLYN,69,0,COMMERCIAL BLDG,false,25-44,M,BLACK,25-44,M,BLACK,1006632,172168,40.639217917000046,-73.91935533299994,POINT (-73.91935533299994 40.639217917000046) +63159994,06/26/2009,23:08:00,BROOKLYN,70,0,,false,18-24,M,BLACK,25-44,M,BLACK,994483,168585,40.629405709000025,-73.96313564699994,POINT (-73.96313564699994 40.629405709000025) +109340977,03/28/2014,18:02:00,STATEN ISLAND,120,0,PVT HOUSE,false,65+,M,WHITE HISPANIC,25-44,F,WHITE HISPANIC,962430,160693,40.60772284600006,-74.07858547899998,POINT (-74.07858547899998 40.60772284600006) +77648337,03/09/2011,19:55:00,BRONX,47,0,,false,,,,25-44,M,BLACK,1024111,263586,40.890074824000074,-73.85583354099998,POINT (-73.85583354099998 40.890074824000074) +63796439,07/17/2009,0:08:00,STATEN ISLAND,120,0,,false,18-24,M,BLACK,18-24,M,BLACK,962793,174267,40.644981504000036,-74.07732129999994,POINT (-74.07732129999994 40.644981504000036) +66858082,10/16/2009,16:14:00,BROOKLYN,75,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1023333,183404,40.67000030200006,-73.85911378999998,POINT (-73.85911378999998 40.67000030200006) +24474757,09/24/2006,18:35:00,QUEENS,105,0,,false,18-24,M,BLACK,25-44,M,BLACK,1057636,203954,40.72618713000002,-73.73523390399998,POINT (-73.73523390399998 40.72618713000002) +86123400,08/06/2012,23:15:00,QUEENS,113,0,,true,,,,25-44,M,BLACK,1045004,192083,40.693699924000036,-73.78091549199996,POINT (-73.78091549199996 40.693699924000036) +60291488,04/05/2009,4:15:00,BRONX,42,0,BAR/NIGHT CLUB,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,1013039,243434,40.834806765000046,-73.89596488999997,POINT (-73.89596488999997 40.834806765000046) +137366592,06/22/2014,0:05:00,BRONX,47,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1026507,261479,40.884280630000035,-73.84718107999998,POINT (-73.84718107999998 40.884280630000035) +78273396,04/17/2011,4:45:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK HISPANIC,1010688,239927,40.82518840900008,-73.90447465599993,POINT (-73.90447465599993 40.82518840900008) +92606072,09/14/2013,14:34:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1009656,181287,40.664239422000044,-73.90842501099996,POINT (-73.90842501099996 40.664239422000044) +140879490,02/07/2015,7:20:00,QUEENS,108,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,999366,212838,40.75086299700007,-73.94544468299993,POINT (-73.94544468299993 40.75086299700007) +62572016,06/08/2009,16:53:00,BROOKLYN,71,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,995820,183298,40.66978805900004,-73.95829368499993,POINT (-73.95829368499993 40.66978805900004) +47405917,06/20/2008,23:38:00,BROOKLYN,79,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,999634,190253,40.688872153000034,-73.94452903199993,POINT (-73.94452903199993 40.688872153000034) +11118199,04/20/2006,22:31:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,<18,M,WHITE HISPANIC,1009869,180290,40.66150226400004,-73.90766103699997,POINT (-73.90766103699997 40.66150226400004) +71432863,02/21/2010,4:38:00,BRONX,40,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1002071,234334,40.80985878300004,-73.93562476799997,POINT (-73.93562476799997 40.80985878300004) +154866662,07/15/2016,0:14:00,QUEENS,106,0,,true,25-44,M,BLACK,18-24,M,ASIAN / PACIFIC ISLANDER,1032263,187843,40.682140409000056,-73.82689109199998,POINT (-73.82689109199998 40.682140409000056) +46751472,05/26/2008,23:18:00,BROOKLYN,79,0,,false,18-24,M,BLACK,25-44,M,ASIAN / PACIFIC ISLANDER,999634,190253,40.688872153000034,-73.94452903199993,POINT (-73.94452903199993 40.688872153000034) +55780317,01/18/2009,0:04:00,BRONX,47,0,PVT HOUSE,false,<18,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1029337,256368,40.87023853300008,-73.83698094399993,POINT (-73.83698094399993 40.87023853300008) +92403278,08/30/2013,1:21:00,BROOKLYN,77,0,,true,,,,18-24,M,BLACK,1003924,185475,40.675749136000036,-73.92907388599998,POINT (-73.92907388599998 40.675749136000036) +152437691,04/23/2016,10:02:00,BRONX,46,0,,false,,,,<18,M,BLACK,1010275,252128,40.858677804000074,-73.90591957499998,POINT (-73.90591957499998 40.858677804000074) +67080537,10/22/2009,23:15:00,BRONX,44,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1004119,243505,40.83502621100007,-73.92819941099998,POINT (-73.92819941099998 40.83502621100007) +34129878,09/02/2007,15:28:00,BRONX,48,0,GAS STATION,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1011779,246746,40.84390125500005,-73.900504632,POINT (-73.900504632 40.843901255000056) +83729357,03/17/2012,23:51:00,MANHATTAN,33,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,WHITE HISPANIC,999278,244165,40.83684728400005,-73.94569219799997,POINT (-73.94569219799997 40.83684728400005) +172233870,12/04/2017,2:25:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1021189,239209,40.82318003200004,-73.86653604299994,POINT (-73.86653604299994 40.82318003200004) +25607886,12/04/2006,17:34:00,BROOKLYN,75,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,1013250,181402,40.66454402900007,-73.89546988299998,POINT (-73.89546988299998 40.66454402900007) +138255637,08/17/2014,5:58:00,QUEENS,113,0,,false,25-44,M,BLACK,18-24,M,BLACK,1042851,187480,40.681080297000044,-73.78871946399995,POINT (-73.78871946399995 40.681080297000044) +23444498,07/15/2006,23:30:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1008148,185175,40.67491530900003,-73.91384683999998,POINT (-73.91384683999998 40.67491530900003) +94261526,01/01/2014,4:45:00,BROOKLYN,77,0,GROCERY/BODEGA,false,25-44,M,BLACK,25-44,M,BLACK,1002251,183677,40.67081759000007,-73.93511008699994,POINT (-73.93511008699994 40.67081759000007) +82027582,12/05/2011,8:53:00,QUEENS,114,0,MULTI DWELL - APT BUILD,true,45-64,M,WHITE,25-44,F,WHITE,1009769,220726,40.772489620000044,-73.90786818599996,POINT (-73.90786818599996 40.772489620000044) +173354353,01/05/2018,23:31:00,BROOKLYN,77,0,GROCERY/BODEGA,false,25-44,M,BLACK,45-64,M,ASIAN / PACIFIC ISLANDER,"1,002,717","184,787",40.67386333,-73.93342717,POINT (-73.93342717 40.67386333) +94619410,01/24/2014,23:48:00,BRONX,42,0,,false,,,,18-24,M,BLACK,1009748,240283,40.826168291000045,-73.90786974499997,POINT (-73.90786974499999 40.826168291000045) +16631444,05/22/2006,4:09:00,BRONX,41,0,,false,UNKNOWN,F,UNKNOWN,25-44,M,WHITE HISPANIC,1013013,237638,40.81889848900005,-73.89608369599993,POINT (-73.89608369599993 40.81889848900005) +141291071,03/08/2015,5:05:00,QUEENS,113,0,,false,25-44,M,BLACK,18-24,M,BLACK,1045950,190033,40.68806661900004,-73.77752289599994,POINT (-73.77752289599994 40.68806661900004) +178740359,04/27/2018,19:24:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,"1,005,301","179,713",40.65993057,-73.9241276,POINT (-73.9241276 40.65993057) +10187491,01/18/2006,2:30:00,BROOKLYN,60,0,MULTI DWELL - 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PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,BLACK,1005706,170356,40.63424665600007,-73.92269762499996,POINT (-73.92269762499996 40.63424665600008) +48521447,07/21/2008,23:36:00,BROOKLYN,73,0,,false,<18,M,BLACK,45-64,M,BLACK,1006580,184839,40.67399715900007,-73.91950074199997,POINT (-73.91950074199997 40.67399715900007) +162097560,02/20/2017,14:50:00,BROOKLYN,67,0,,false,<18,M,BLACK,18-24,M,BLACK,1004776,178384,40.65628398500007,-73.92602389499997,POINT (-73.92602389499997 40.65628398500007) +50433504,08/21/2008,0:06:00,BRONX,44,0,,false,25-44,M,ASIAN / PACIFIC ISLANDER,25-44,M,BLACK HISPANIC,1006174,245765,40.841224391000026,-73.92076572399996,POINT (-73.92076572399996 40.841224391000026) +142902649,05/14/2015,14:50:00,BRONX,41,0,,false,,,,25-44,M,WHITE HISPANIC,1014985,237377,40.81817547800006,-73.88896026599997,POINT (-73.88896026599997 40.81817547800006) +91612689,07/13/2013,2:05:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,18-24,F,BLACK,998387,179552,40.65950239200004,-73.94904796999998,POINT (-73.94904796999998 40.65950239200004) +139144300,10/10/2014,14:42:00,BROOKLYN,75,0,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK,1000521,168264,40.62851560000007,-73.94138369799998,POINT (-73.94138369799998 40.62851560000007) +33008215,07/09/2007,2:28:00,BROOKLYN,71,0,,false,25-44,M,BLACK,25-44,M,ASIAN / PACIFIC ISLANDER,998749,181383,40.66452749800004,-73.94773929099993,POINT (-73.94773929099993 40.66452749800004) +156552658,09/09/2016,0:18:00,QUEENS,113,0,,false,,,,25-44,M,BLACK,1044416,183458,40.670030345000036,-73.78311288699997,POINT (-73.78311288699997 40.670030345000036) +37902718,01/18/2008,3:32:00,BRONX,43,0,BAR/NIGHT CLUB,false,UNKNOWN,M,UNKNOWN,25-44,M,BLACK,1021853,242624,40.832550421000064,-73.86411778799999,POINT (-73.86411778799999 40.832550421000064) +85875439,07/22/2012,21:35:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,<18,M,BLACK,1011047,239814,40.82487717500004,-73.90317795599998,POINT (-73.90317795599998 40.82487717500004) +94179655,12/24/2013,20:00:00,BRONX,40,0,,false,,,,25-44,M,BLACK,1004298,234701,40.81086132400003,-73.92757884799995,POINT (-73.92757884799995 40.81086132400003) +164301441,04/28/2017,12:29:00,BROOKLYN,90,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,"1,004,960","234,094",40.80919375,-73.92518927,POINT (-73.92518927 40.80919375) +77386049,02/21/2011,16:22:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1001139,192775,40.69579171600003,-73.939095905,POINT (-73.939095905 40.69579171600003) +73797830,07/22/2010,0:59:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,<18,M,BLACK,1009945,244103,40.83665251900004,-73.90714329499998,POINT (-73.90714329499998 40.83665251900004) +64918384,08/19/2009,20:44:00,MANHATTAN,32,0,,false,<18,M,BLACK,<18,M,BLACK,1000068,237698,40.81909583700008,-73.94285248799997,POINT (-73.94285248799997 40.81909583700008) +178240748,04/17/2018,4:40:00,BRONX,52,0,COMMERCIAL BLDG,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,"1,017,525","261,659",40.88481311,-73.8796631,POINT (-73.8796631 40.88481311) +89875794,03/30/2013,12:19:00,MANHATTAN,32,0,,false,25-44,M,BLACK,25-44,M,BLACK,1000600,237702,40.81910584700007,-73.94093041099995,POINT (-73.94093041099995 40.81910584700007) +74082434,08/10/2010,19:34:00,BROOKLYN,77,0,,false,18-24,M,BLACK,25-44,M,WHITE,994639,186033,40.67729648500005,-73.96254676099994,POINT (-73.96254676099994 40.67729648500005) +187395038,09/09/2018,7:59:00,BRONX,44,0,,false,,,,25-44,M,BLACK,"1,004,503","237,953",40.81978669,-73.92682848,POINT (-73.92682848 40.81978669) +72408661,04/26/2010,16:09:00,BRONX,47,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +85643669,07/08/2012,20:37:00,BROOKLYN,77,0,,false,25-44,M,BLACK,18-24,M,BLACK,1000457,185578,40.67603887300004,-73.94157265999998,POINT (-73.94157265999998 40.67603887300004) +26251921,01/11/2007,22:10:00,BROOKLYN,83,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1010256,191370,40.69191322300003,-73.90622339299993,POINT (-73.90622339299993 40.69191322300003) +85602259,07/05/2012,15:40:00,BROOKLYN,81,0,,false,25-44,M,BLACK,25-44,M,BLACK,1001445,188043,40.68280287500005,-73.93800447699994,POINT (-73.93800447699994 40.68280287500005) +65644496,09/11/2009,23:30:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,990145,192122,40.69401353300003,-73.97874331499997,POINT (-73.97874331499997 40.69401353300003) +85875439,07/22/2012,21:35:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,25-44,M,BLACK,1011047,239814,40.82487717500004,-73.90317795599998,POINT (-73.90317795599998 40.82487717500004) +71321200,02/15/2010,2:02:00,MANHATTAN,14,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,WHITE HISPANIC,988650,214286,40.754849215000036,-73.98411999099994,POINT (-73.98411999099994 40.754849215000036) +44732327,03/23/2008,6:33:00,BROOKLYN,83,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1007994,193958,40.699023038000064,-73.91437107299998,POINT (-73.91437107299998 40.699023038000064) +139213724,10/16/2014,19:43:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,999158,215244,40.757467209000026,-73.94619006299997,POINT (-73.94619006299997 40.75746720900003) +80526434,08/31/2011,2:26:00,MANHATTAN,28,0,,false,,,,25-44,M,BLACK,998730,234385,40.81000487200004,-73.94769370299997,POINT (-73.94769370299997 40.81000487200005) +23775803,08/08/2006,4:24:00,BROOKLYN,61,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,WHITE,998743,158215,40.60093625800005,-73.94781066899996,POINT (-73.94781066899996 40.60093625800005) +136696664,05/11/2014,20:54:00,QUEENS,100,0,,false,,,,<18,M,BLACK,1035212,152992,40.58646552900007,-73.81652172299994,POINT (-73.81652172299994 40.58646552900007) +75654219,11/20/2010,22:13:00,BRONX,48,0,,false,,,,18-24,M,BLACK,1014546,245736,40.84112004200006,-73.89050856099993,POINT (-73.89050856099993 40.84112004200006) +143704604,06/15/2015,2:50:00,BROOKLYN,71,0,,false,25-44,M,BLACK,25-44,M,BLACK,995296,178641,40.657006293000045,-73.96019023999997,POINT (-73.96019023999997 40.657006293000045) +74054027,08/08/2010,23:00:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK HISPANIC,999453,228508,40.79387290200003,-73.94509523399995,POINT (-73.94509523399995 40.79387290200003) +55237636,12/28/2008,16:46:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK,1005664,177306,40.653323009000076,-73.92282688699999,POINT (-73.92282688699999 40.65332300900008) +61547632,05/08/2009,16:30:00,BRONX,43,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1017772,240710,40.82731347600002,-73.87887459299998,POINT (-73.87887459299998 40.82731347600002) +93164824,10/20/2013,4:22:00,STATEN ISLAND,120,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,25-44,M,BLACK,962992,168514,40.62919122900007,-74.07658608199995,POINT (-74.07658608199995 40.62919122900007) +84121577,04/09/2012,12:31:00,BRONX,48,0,,false,,,,25-44,M,WHITE HISPANIC,1013843,249122,40.85041599500005,-73.89303433099997,POINT (-73.89303433099997 40.85041599500005) +138997051,10/02/2014,18:40:00,MANHATTAN,34,0,MULTI DWELL - APT BUILD,true,<18,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1004098,251510,40.856997627000055,-73.92825160599993,POINT (-73.92825160599993 40.856997627000055) +140397850,01/02/2015,4:10:00,BROOKLYN,63,0,,false,18-24,M,BLACK,25-44,M,BLACK,1004302,167786,40.62719584000007,-73.92776372999998,POINT (-73.92776372999998 40.62719584000007) +90925983,06/01/2013,1:19:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1003164,175051,40.64713921600002,-73.93184303199997,POINT (-73.93184303199997 40.64713921600002) +51559643,09/21/2008,21:30:00,MANHATTAN,28,0,,false,,,,<18,M,BLACK HISPANIC,999393,233707,40.80814283800004,-73.945300203,POINT (-73.945300203 40.80814283800004) +141503951,03/19/2015,0:47:00,BRONX,49,2,MULTI DWELL - PUBLIC HOUS,false,25-44,F,BLACK,18-24,M,BLACK,1027440,251415,40.85665355000003,-73.84387180799997,POINT (-73.84387180799999 40.85665355000003) +84700085,05/13/2012,3:30:00,QUEENS,110,0,,true,,,,18-24,F,BLACK HISPANIC,1027058,208898,40.739958002000044,-73.84552375199996,POINT (-73.84552375199996 40.739958002000044) +157151996,09/29/2016,15:10:00,BRONX,47,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1027110,262158,40.886141362000046,-73.84499601999994,POINT (-73.84499601999994 40.88614136200005) +73702376,07/16/2010,1:03:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1009905,180751,40.662767503000055,-73.90752952599996,POINT (-73.90752952599996 40.662767503000055) +28575965,04/21/2007,0:01:00,BROOKLYN,81,0,PVT HOUSE,true,,,,25-44,M,BLACK,1004525,189603,40.68707820000003,-73.92689477699997,POINT (-73.92689477699997 40.68707820000003) +138996870,10/02/2014,4:45:00,STATEN ISLAND,121,0,,false,,,,25-44,M,BLACK HISPANIC,945636,171326,40.63685091000008,-74.13912928099995,POINT (-74.13912928099995 40.63685091000008) +94137206,12/22/2013,5:08:00,BROOKLYN,73,2,MULTI DWELL - 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PUBLIC HOUS,true,,,,25-44,M,BLACK,998286,189885,40.68786431700005,-73.94939048399993,POINT (-73.94939048399993 40.68786431700005) +75207957,10/24/2010,0:10:00,BROOKLYN,79,0,,false,,,,<18,M,BLACK,999012,190814,40.69041302800008,-73.94677064199995,POINT (-73.94677064199995 40.69041302800008) +74363833,08/29/2010,1:15:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,45-64,M,BLACK,45-64,M,BLACK,991395,192688,40.69556615100004,-73.97423505399996,POINT (-73.97423505399996 40.69556615100004) +33196048,07/19/2007,23:30:00,QUEENS,101,0,PVT HOUSE,true,,,,18-24,M,BLACK,1053648,159131,40.60319062200006,-73.75008340299998,POINT (-73.75008340299998 40.60319062200006) +65270100,08/31/2009,0:40:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1005711,185258,40.67514936800006,-73.922632192,POINT (-73.922632192 40.67514936800007) +24814501,09/21/2006,2:10:00,BRONX,43,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,WHITE HISPANIC,1017705,242557,40.832383212000025,-73.87910747599993,POINT (-73.87910747599993 40.832383212000025) +157311947,10/04/2016,18:57:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1004776,234057,40.809092626000044,-73.92585406199998,POINT (-73.92585406199998 40.809092626000044) +86874695,09/21/2012,21:03:00,BRONX,43,0,,true,,,,18-24,M,BLACK HISPANIC,1017299,241134,40.82847901700006,-73.88058161799995,POINT (-73.88058161799995 40.82847901700006) +164942051,05/18/2017,21:36:00,QUEENS,102,0,,true,,,,18-24,M,WHITE HISPANIC,1024835,189243,40.68602025900003,-73.85366417999995,POINT (-73.85366417999995 40.68602025900003) +157656574,10/15/2016,23:30:00,BRONX,44,0,,true,,,,18-24,M,WHITE HISPANIC,1007977,246029,40.84194433400006,-73.91424855599996,POINT (-73.91424855599996 40.84194433400006) +80650776,09/08/2011,22:48:00,BROOKLYN,83,0,,false,,,,18-24,M,BLACK,1007728,189504,40.68679855100004,-73.91534589799994,POINT (-73.91534589799994 40.68679855100004) +190699069,12/03/2018,18:22:00,BROOKLYN,70,0,,false,<18,M,BLACK,18-24,M,BLACK,"994,576","177,427",40.653675,-73.96278707,POINT (-73.96278707 40.653675) +25801103,12/16/2006,10:34:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,45-64,M,BLACK,1010309,182205,40.66675722900004,-73.90606771299997,POINT (-73.90606771299997 40.66675722900004) +26475582,01/23/2007,19:00:00,QUEENS,108,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1037418,153512,40.58787986600004,-73.80857534199998,POINT (-73.80857534199998 40.58787986600004) +74692923,09/20/2010,20:17:00,BROOKLYN,77,0,,false,<18,M,BLACK,<18,M,BLACK,998888,185221,40.675061722000066,-73.94722992699997,POINT (-73.94722992699997 40.675061722000066) +28250388,04/03/2007,14:35:00,BRONX,50,0,MULTI DWELL - APT BUILD,false,25-44,M,UNKNOWN,45-64,M,WHITE HISPANIC,1010766,257508,40.87344280400004,-73.90412329699996,POINT (-73.90412329699996 40.87344280400004) +182968549,05/21/2018,23:15:00,BROOKLYN,75,0,,false,,,,18-24,M,WHITE HISPANIC,"1,017,810","188,445",40.68385936,-73.87899815,POINT (-73.87899815 40.68385936) +26625289,02/01/2007,20:22:00,BROOKLYN,71,0,BEAUTY/NAIL SALON,false,UNKNOWN,M,BLACK,<18,F,BLACK,1002731,181033,40.66355941000006,-73.93338699499998,POINT (-73.93338699499998 40.66355941000006) +148326836,12/05/2015,4:18:00,BROOKLYN,63,0,,false,25-44,M,BLACK,25-44,M,BLACK,1006632,172168,40.639217917000046,-73.91935533299994,POINT (-73.91935533299994 40.639217917000046) +74454445,09/03/2010,16:37:00,MANHATTAN,23,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1000267,228200,40.793026087000044,-73.94215617799993,POINT (-73.94215617799993 40.793026087000044) +64206874,07/28/2009,22:40:00,QUEENS,106,0,,false,UNKNOWN,M,BLACK,45-64,M,WHITE HISPANIC,1025929,186329,40.678016918000026,-73.84973757599995,POINT (-73.84973757599995 40.678016918000026) +71836064,03/19/2010,19:39:00,BRONX,48,0,,false,18-24,M,BLACK,25-44,F,BLACK,1011751,246839,40.844156600000076,-73.90060544899995,POINT (-73.90060544899995 40.844156600000076) +86306452,08/17/2012,3:50:00,BROOKLYN,79,0,,false,,,,25-44,M,BLACK,1000940,186292,40.67799774400004,-73.93982960199997,POINT (-73.93982960199997 40.67799774400004) +137741234,07/15/2014,2:26:00,MANHATTAN,25,0,,false,25-44,M,BLACK,18-24,M,BLACK,1001122,231521,40.80213973700006,-73.93906000899995,POINT (-73.93906000899995 40.80213973700006) +92386263,08/31/2013,1:52:00,BROOKLYN,70,0,,false,,,,25-44,F,BLACK,996007,173428,40.642696823000044,-73.95763678899993,POINT (-73.95763678899993 40.642696823000044) +88452301,01/07/2013,16:58:00,QUEENS,103,0,,false,<18,M,BLACK,18-24,M,BLACK,1039647,195586,40.70334997200007,-73.80020457099994,POINT (-73.80020457099994 40.70334997200007) +32272872,06/14/2007,11:30:00,BRONX,40,0,,false,25-44,M,BLACK,45-64,F,BLACK HISPANIC,1004840,234488,40.81027545200004,-73.92562154799998,POINT (-73.92562154799998 40.81027545200004) +11118244,04/30/2006,19:00:00,STATEN ISLAND,120,0,,false,<18,M,BLACK,18-24,M,BLACK,962020,165682,40.62141559900005,-74.08007850499997,POINT (-74.08007850499997 40.62141559900005) +91344011,06/26/2013,23:30:00,BRONX,42,2,MULTI DWELL - 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APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,WHITE HISPANIC,940771,167798,40.62714476600007,-74.15663531199993,POINT (-74.15663531199993 40.62714476600007) +142961825,05/16/2015,2:35:00,BRONX,52,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1012759,254893,40.86625921900003,-73.89692801899997,POINT (-73.89692801899997 40.86625921900003) +48418961,07/18/2008,11:27:00,BROOKLYN,79,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,995619,190846,40.69050586900005,-73.95900552099994,POINT (-73.95900552099994 40.69050586900005) +37674517,01/13/2008,1:20:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,987086,188344,40.683645298000044,-73.98977605399993,POINT (-73.98977605399993 40.683645298000044) +56662045,02/09/2009,15:20:00,MANHATTAN,26,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,999174,238490,40.82127120900003,-73.94608066499995,POINT (-73.94608066499995 40.82127120900003) +81562148,11/06/2011,0:12:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1003167,190352,40.68913703900005,-73.93178928699997,POINT (-73.93178928699997 40.68913703900005) +139909716,12/01/2014,18:56:00,BROOKLYN,79,0,,false,,,,25-44,M,BLACK,1001329,187143,40.68033280500004,-73.93842499899995,POINT (-73.93842499899995 40.68033280500004) +170517783,10/17/2017,20:09:00,BROOKLYN,67,0,,false,,,,<18,M,BLACK,996949,176623,40.651465108000025,-73.95423641599997,POINT (-73.95423641599997 40.651465108000025) +94163097,12/23/2013,20:06:00,QUEENS,101,0,PVT HOUSE,true,,,,18-24,M,WHITE HISPANIC,1049865,156223,40.59523759500007,-73.76373502699995,POINT (-73.76373502699997 40.59523759500007) +32807475,06/29/2007,16:05:00,QUEENS,100,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1037418,153512,40.58787986600004,-73.80857534199998,POINT (-73.80857534199998 40.58787986600004) +82485719,01/05/2012,14:22:00,MANHATTAN,25,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1001769,234797,40.811130194000036,-73.93671450599999,POINT (-73.93671450599999 40.811130194000036) +47126079,06/09/2008,0:55:00,BRONX,47,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1026387,262634,40.88745131300004,-73.84760778699997,POINT (-73.84760778699997 40.88745131300004) +49255324,07/27/2008,1:55:00,QUEENS,102,0,PVT HOUSE,false,UNKNOWN,M,UNKNOWN,18-24,M,WHITE HISPANIC,1024251,190647,40.68987657100007,-73.85576156699994,POINT (-73.85576156699994 40.68987657100007) +60177686,03/31/2009,21:23:00,BRONX,50,0,,true,,,,18-24,M,WHITE HISPANIC,1013504,253904,40.86354227800007,-73.89423881399993,POINT (-73.89423881399993 40.86354227800007) +69794648,01/10/2010,3:42:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,995378,184107,40.67200915000007,-73.95988567899997,POINT (-73.95988567899997 40.67200915000007) +10660763,03/13/2006,3:01:00,BROOKLYN,81,0,NONE,false,25-44,M,BLACK,25-44,M,WHITE,1005945,188862,40.68504095800005,-73.92177699499997,POINT (-73.92177699499997 40.68504095800005) +84956713,05/26/2012,2:45:00,BRONX,42,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1005170,235308,40.812525348000065,-73.92442689199999,POINT (-73.92442689199999 40.81252534800007) +77332387,02/17/2011,18:54:00,BRONX,44,0,,false,18-24,M,BLACK,<18,M,BLACK,1008231,242714,40.83284493600007,-73.913342415,POINT (-73.913342415 40.83284493600007) +25625019,12/05/2006,9:13:00,BRONX,43,0,GROCERY/BODEGA,true,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1020183,239283,40.82338729100008,-73.87017045,POINT (-73.87017045 40.82338729100008) +145318643,08/14/2015,5:58:00,STATEN ISLAND,121,0,,false,25-44,M,BLACK,45-64,M,WHITE,939589,168998,40.63043262700006,-74.16090141899997,POINT (-74.16090141899997 40.63043262700006) +24157459,09/05/2006,1:36:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,<18,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +145377568,08/16/2015,22:15:00,BROOKLYN,69,0,COMMERCIAL BLDG,true,,,,25-44,M,BLACK,1010576,175629,40.64870676900005,-73.90513094099998,POINT (-73.90513094099998 40.64870676900005) +72445766,04/28/2010,15:25:00,BROOKLYN,67,0,RESTAURANT/DINER,true,,,,25-44,M,BLACK,997200,171879,40.63844348600002,-73.95334095999993,POINT (-73.95334095999993 40.63844348600002) +138997051,10/02/2014,18:40:00,MANHATTAN,34,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,WHITE HISPANIC,999453,228508,40.79387290200003,-73.94509523399995,POINT (-73.94509523399995 40.79387290200003) +24839844,10/17/2006,0:25:00,MANHATTAN,13,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,987002,209199,40.74088734300005,-73.99007039899993,POINT (-73.99007039899993 40.74088734300005) +146096120,09/11/2015,20:08:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,1012158,180900,40.66316966100004,-73.89940811099996,POINT (-73.89940811099996 40.66316966100005) +80663911,09/10/2011,3:22:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,F,BLACK,1020625,238280,40.82063253300004,-73.86857887999997,POINT (-73.86857887999997 40.82063253300004) +155176232,07/23/2016,1:45:00,BRONX,44,0,,true,18-24,M,BLACK,18-24,M,BLACK,1004256,242250,40.83158128900004,-73.92770806699998,POINT (-73.92770806699998 40.83158128900004) +33196043,07/20/2007,1:58:00,BROOKLYN,75,1,,false,<18,M,WHITE HISPANIC,25-44,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +92368130,08/29/2013,23:13:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1014175,181585,40.66504324500005,-73.89213487799998,POINT (-73.89213487799998 40.66504324500005) +73911288,07/29/2010,1:34:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,F,BLACK,1004580,183838,40.67125445700003,-73.926713851,POINT (-73.926713851 40.67125445700003) +73473794,06/30/2010,23:30:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,true,,,,18-24,M,BLACK,1005786,187336,40.680852825000045,-73.92235516899994,POINT (-73.92235516899996 40.680852825000045) +71923126,03/25/2010,22:34:00,BRONX,49,0,,true,,,,18-24,M,BLACK,1020554,254594,40.86540994000006,-73.86874708699997,POINT (-73.86874708699999 40.86540994000006) +187175521,09/04/2018,3:57:00,BROOKLYN,79,2,MULTI DWELL - APT BUILD,true,,,,25-44,M,BLACK,"997,754","193,359",40.69740047,-73.9513018,POINT (-73.9513018 40.69740047) +86494510,08/29/2012,17:33:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1000937,191378,40.691957657000046,-73.93982782299997,POINT (-73.93982782299997 40.691957657000046) +65844567,09/16/2009,22:57:00,BRONX,49,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,WHITE HISPANIC,1022159,250212,40.85337593200006,-73.86296912299997,POINT (-73.86296912299997 40.85337593200006) +170264299,10/10/2017,17:32:00,BRONX,48,0,MULTI DWELL - 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APT BUILD,true,18-24,M,BLACK,18-24,F,BLACK HISPANIC,1008274,245226,40.83973953100008,-73.91317803199998,POINT (-73.91317803199998 40.83973953100008) +80541204,08/31/2011,19:18:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1010788,183142,40.66932766100007,-73.90433739499997,POINT (-73.90433739499997 40.66932766100007) +151010939,03/07/2016,20:52:00,BROOKLYN,81,0,,false,,,,25-44,M,BLACK,1006455,187984,40.68262978400003,-73.91994101099993,POINT (-73.91994101099993 40.68262978400003) +50703411,08/29/2008,0:16:00,BROOKLYN,83,0,,false,18-24,M,BLACK,25-44,F,WHITE HISPANIC,1006822,193514,40.69780743000007,-73.91859925999995,POINT (-73.91859925999995 40.69780743000007) +74769387,09/25/2010,3:53:00,BROOKLYN,73,0,,false,18-24,M,BLACK,25-44,M,BLACK,1009356,181517,40.664871576000046,-73.90950550899998,POINT (-73.90950550899998 40.664871576000046) +76720703,01/06/2011,0:52:00,MANHATTAN,24,0,,true,18-24,M,BLACK,25-44,M,BLACK,993163,229851,40.79756765500007,-73.96781002599994,POINT (-73.96781002599994 40.79756765500007) +187303214,09/06/2018,12:40:00,BRONX,46,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,"1,010,049","252,090",40.85857417,-73.90673672,POINT (-73.90673672 40.85857417) +45809559,04/19/2008,22:38:00,BRONX,42,0,,false,UNKNOWN,M,UNKNOWN,25-44,M,BLACK,1008798,238971,40.82256991600008,-73.91130716899994,POINT (-73.91130716899994 40.82256991600008) +34307322,07/16/2007,20:34:00,BRONX,44,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1007203,243857,40.83598487200004,-73.91705333799997,POINT (-73.91705333799997 40.83598487200004) +143886711,06/22/2015,0:02:00,BROOKLYN,60,0,,true,,,,45-64,M,WHITE HISPANIC,984688,150503,40.57978019500007,-73.99842465499995,POINT (-73.99842465499995 40.57978019500007) +45926429,04/24/2008,5:26:00,BROOKLYN,73,0,,false,UNKNOWN,M,UNKNOWN,45-64,M,BLACK,1008205,185982,40.677130187000046,-73.91363848199995,POINT (-73.91363848199995 40.677130187000046) +25384542,11/20/2006,21:32:00,BROOKLYN,77,0,,false,,,,18-24,M,BLACK,1003606,185050,40.67458330800008,-73.93022154099998,POINT (-73.93022154099998 40.67458330800008) +154563862,07/04/2016,1:02:00,BROOKLYN,61,0,RESTAURANT/DINER,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,990635,156621,40.596570600000064,-73.97700990799996,POINT (-73.97700990799996 40.596570600000064) +25574775,12/01/2006,22:26:00,BROOKLYN,63,0,,false,25-44,M,WHITE,25-44,M,WHITE,1004271,164762,40.618895663000046,-73.92788437599995,POINT (-73.92788437599995 40.618895663000046) +10187490,01/17/2006,21:47:00,MANHATTAN,20,0,FAST FOOD,false,18-24,M,BLACK,25-44,M,ASIAN / PACIFIC ISLANDER,989639,224463,40.78278189200007,-73.98054211399995,POINT (-73.98054211399995 40.78278189200007) +143249419,05/27/2015,15:30:00,BROOKLYN,81,0,,true,25-44,M,BLACK,25-44,M,BLACK,1001964,186902,40.67967006600002,-73.93613621099996,POINT (-73.93613621099996 40.67967006600002) +80037768,07/28/2011,22:35:00,BRONX,47,0,,true,,,,25-44,M,BLACK,1025621,268476,40.90348934600007,-73.85034201899998,POINT (-73.85034201899998 40.90348934600007) +63189240,06/28/2009,2:28:00,QUEENS,113,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1040600,187626,40.681495649000055,-73.79683404199994,POINT (-73.79683404199994 40.681495649000055) +72983203,05/31/2010,3:56:00,BROOKLYN,75,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1015762,181494,40.66478796400003,-73.88641486699998,POINT (-73.88641486699998 40.66478796400003) +32723803,06/23/2007,0:25:00,MANHATTAN,23,0,,true,18-24,M,BLACK,25-44,M,BLACK,998730,226827,40.78926022400003,-73.94771000099996,POINT (-73.94771000099996 40.78926022400003) +23549341,07/26/2006,0:49:00,BROOKLYN,73,0,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,1007217,234877,40.81133729000004,-73.91703347999999,POINT (-73.91703347999999 40.81133729000004) +63116265,06/25/2009,18:30:00,QUEENS,113,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1051576,184407,40.67258357500003,-73.75729290899994,POINT (-73.75729290899994 40.67258357500003) +16895039,06/24/2006,23:02:00,MANHATTAN,33,0,LIQUOR STORE,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1000846,244047,40.83652060100008,-73.94002594299997,POINT (-73.94002594299997 40.83652060100008) +159826968,12/31/2016,11:35:00,BROOKLYN,60,0,,false,,,,25-44,M,BLACK,990784,149362,40.576645978000045,-73.97648039599994,POINT (-73.97648039599994 40.57664597800005) +140088782,12/06/2014,17:23:00,BRONX,44,0,LIQUOR STORE,true,25-44,M,BLACK,25-44,M,BLACK,1007500,241369,40.82915525300007,-73.91598865499998,POINT (-73.91598865499998 40.82915525300007) +64449153,08/05/2009,23:05:00,BRONX,41,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1015229,237601,40.818789442000025,-73.88807769499994,POINT (-73.88807769499994 40.818789442000025) +62527402,06/07/2009,19:00:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,995572,174681,40.64613660500004,-73.95920214699998,POINT (-73.95920214699998 40.64613660500004) +143007865,05/18/2015,18:27:00,BROOKLYN,83,0,,true,,,,25-44,M,WHITE HISPANIC,1001354,194181,40.69965044600008,-73.93831699699997,POINT (-73.93831699699997 40.69965044600008) +51704077,09/27/2008,2:00:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1044074,156299,40.59548717900003,-73.78458649099997,POINT (-73.78458649099997 40.59548717900003) +76602014,12/26/2010,12:54:00,MANHATTAN,25,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1000741,230833,40.800252085000075,-73.94043786499998,POINT (-73.94043786499998 40.800252085000075) +76795617,01/11/2011,15:39:00,BROOKLYN,73,0,,false,25-44,F,BLACK,45-64,M,BLACK,1007783,185486,40.67576991200008,-73.91516161399994,POINT (-73.91516161399994 40.675769912000085) +24930769,10/22/2006,4:45:00,BRONX,46,0,,false,UNKNOWN,M,UNKNOWN,18-24,M,WHITE HISPANIC,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +63106909,06/25/2009,1:00:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1052788,161189,40.60884608300007,-73.75315955799994,POINT (-73.75315955799994 40.60884608300007) +144595943,07/17/2015,14:40:00,BROOKLYN,75,2,,false,<18,M,BLACK HISPANIC,<18,M,BLACK,1019847,184424,40.67281467300006,-73.87167482899997,POINT (-73.87167482899997 40.67281467300006) +80772455,09/18/2011,5:00:00,BROOKLYN,60,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK,985306,148423,40.574070952000056,-73.99620020499998,POINT (-73.99620020499998 40.574070952000056) +174210302,01/30/2018,16:51:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK,"1,043,608","156,107",40.59496331,-73.78626615,POINT (-73.78626615 40.59496331) +67360568,11/01/2009,19:02:00,BRONX,46,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1007748,247894,40.84706382300004,-73.91506966099996,POINT (-73.91506966099996 40.84706382300004) +23888272,08/15/2006,21:45:00,QUEENS,105,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1056594,181444,40.66441125200004,-73.73923504499999,POINT (-73.73923504499999 40.66441125200004) +159259634,12/11/2016,12:22:00,QUEENS,106,0,PVT HOUSE,true,18-24,M,BLACK,18-24,M,BLACK,1038996,183346,40.66975810600008,-73.80265193799994,POINT (-73.80265193799994 40.66975810600008) +80580783,09/04/2011,2:12:00,BROOKLYN,67,0,,true,,,,25-44,M,BLACK,1005301,179713,40.659930565000025,-73.92412760099995,POINT (-73.92412760099995 40.659930565000025) +46889816,06/01/2008,2:12:00,BROOKLYN,73,0,MULTI DWELL - 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PUBLIC HOUS,true,18-24,M,BLACK HISPANIC,18-24,M,BLACK,1032930,239207,40.82311764100007,-73.82411439699997,POINT (-73.82411439699997 40.82311764100007) +148099939,11/26/2015,20:37:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,982802,184805,40.67393187700003,-74.00522154699998,POINT (-74.00522154699998 40.67393187700003) +10953931,04/08/2006,4:59:00,BROOKLYN,75,0,,true,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1018081,185046,40.67452884700003,-73.87803810099996,POINT (-73.87803810099996 40.67452884700003) +49955966,08/10/2008,17:01:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,1021910,182503,40.66753342700008,-73.86424848999997,POINT (-73.86424848999997 40.66753342700008) +137480319,06/28/2014,22:19:00,QUEENS,105,0,PVT HOUSE,true,,,,25-44,M,BLACK,1055244,190641,40.68966576400004,-73.74400425799998,POINT (-73.74400425799998 40.68966576400004) +64797701,08/15/2009,2:15:00,BROOKLYN,75,0,PVT HOUSE,true,,,,18-24,M,BLACK,1018416,182525,40.667607985000075,-73.87684317899993,POINT (-73.87684317899993 40.667607985000075) +67131199,10/25/2009,4:00:00,BROOKLYN,81,0,PVT HOUSE,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1001283,191431,40.692102472000045,-73.93858000699998,POINT (-73.93858000699998 40.692102472000045) +155775753,08/13/2016,2:28:00,QUEENS,102,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1028185,192615,40.69525961400007,-73.84156312399993,POINT (-73.84156312399993 40.69525961400007) +140273186,12/20/2014,14:48:00,BROOKLYN,79,0,,true,25-44,M,BLACK,UNKNOWN,M,WHITE HISPANIC,999123,192745,40.69571299100004,-73.94636611899993,POINT (-73.94636611899993 40.69571299100004) +171254027,11/03/2017,16:12:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,990954,203046,40.72399675400004,-73.97581508199994,POINT (-73.97581508199994 40.72399675400004) +33108414,07/15/2007,21:44:00,MANHATTAN,9,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,989632,202781,40.723270296000074,-73.98058474099996,POINT (-73.98058474099997 40.723270296000074) +71454845,02/22/2010,19:39:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,F,BLACK,995302,190524,40.68962245400007,-73.96014913199997,POINT (-73.96014913199997 40.68962245400007) +86626275,09/06/2012,23:30:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,WHITE HISPANIC,1010526,236982,40.81710570200005,-73.90507153199997,POINT (-73.90507153199997 40.81710570200005) +49935073,08/09/2008,22:37:00,BRONX,48,0,,false,<18,M,BLACK HISPANIC,25-44,F,BLACK HISPANIC,1017624,245990,40.84180610100003,-73.87938309899994,POINT (-73.87938309899994 40.84180610100003) +33413506,07/28/2007,4:33:00,BRONX,52,0,BAR/NIGHT CLUB,false,45-64,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1017775,262112,40.886055507000044,-73.87875671899997,POINT (-73.87875671899997 40.886055507000044) +29479156,06/06/2007,19:35:00,BROOKLYN,75,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,1009695,243535,40.83509424700002,-73.90804891499994,POINT (-73.90804891499994 40.83509424700002) +138364299,08/22/2014,19:22:00,BROOKLYN,72,0,,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,982605,177162,40.65295349600007,-74.00592987399993,POINT (-74.00592987399993 40.65295349600007) +84205618,04/14/2012,1:05:00,QUEENS,105,0,,false,25-44,M,BLACK,<18,F,BLACK,1055127,174565,40.64554184200006,-73.74459516099995,POINT (-73.74459516099995 40.64554184200006) +26103369,01/05/2007,13:54:00,BRONX,49,0,GROCERY/BODEGA,true,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1020677,246167,40.84227984800003,-73.86834817899995,POINT (-73.86834817899995 40.84227984800003) +90929002,06/02/2013,3:24:00,BRONX,40,0,,true,25-44,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1006779,233880,40.80860193000007,-73.91861909499994,POINT (-73.91861909499994 40.80860193000007) +23678693,08/01/2006,21:59:00,BRONX,48,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1017496,246631,40.843565940000076,-73.87984252999998,POINT (-73.87984252999998 40.843565940000076) +138364636,08/23/2014,21:50:00,QUEENS,113,0,,false,25-44,M,BLACK,18-24,M,BLACK,1050968,191654,40.69247947200005,-73.75941296999997,POINT (-73.75941296999997 40.69247947200005) +87640228,11/11/2012,19:48:00,BRONX,41,0,,false,18-24,M,BLACK,<18,F,BLACK HISPANIC,1015129,238749,40.82194072600004,-73.88843370199999,POINT (-73.88843370199999 40.82194072600004) +71454843,02/22/2010,6:58:00,QUEENS,105,0,PVT HOUSE,true,25-44,M,BLACK,18-24,F,BLACK,1053756,179915,40.660237235000075,-73.74948041699997,POINT (-73.74948041699997 40.660237235000075) +155577956,08/07/2016,1:30:00,BROOKLYN,73,0,,true,,,,18-24,M,BLACK,1008512,184865,40.67406343900007,-73.91253570199996,POINT (-73.91253570199996 40.67406343900007) +11118192,04/17/2006,21:00:00,BRONX,41,0,,true,<18,M,BLACK,<18,M,WHITE HISPANIC,1014642,240068,40.82556269400004,-73.89018728699995,POINT (-73.89018728699995 40.82556269400004) +25965073,12/27/2006,22:24:00,BROOKLYN,75,0,RESTAURANT/DINER,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1013064,186592,40.67879001600004,-73.896118141,POINT (-73.896118141 40.67879001600004) +184431140,06/09/2018,2:37:00,MANHATTAN,32,0,,true,18-24,M,BLACK,25-44,M,BLACK,"999,359","235,517",40.81311084,-73.94541895,POINT (-73.94541895 40.81311084) +54942501,12/16/2008,3:23:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1010526,236982,40.81710570200005,-73.90507153199997,POINT (-73.90507153199997 40.81710570200005) +80576265,09/03/2011,3:47:00,MANHATTAN,9,0,RESTAURANT/DINER,false,25-44,M,BLACK,18-24,M,BLACK HISPANIC,987651,203139,40.724253902000044,-73.987731437,POINT (-73.987731437 40.724253902000044) +182488623,05/08/2018,20:06:00,BRONX,44,0,,false,18-24,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,"1,009,450","247,077",40.84481671,-73.90892098,POINT (-73.90892098 40.84481671) +29040550,05/15/2007,13:21:00,BROOKLYN,81,0,,true,18-24,M,BLACK,25-44,M,BLACK,1005218,190528,40.689615497000034,-73.92439311199998,POINT (-73.92439311199998 40.689615497000034) +51559651,09/19/2008,22:46:00,BRONX,49,0,PVT HOUSE,false,<18,M,BLACK,<18,F,BLACK,1021563,252482,40.85960893600002,-73.86511088799993,POINT (-73.86511088799993 40.85960893600002) +33725009,08/10/2007,0:35:00,BROOKLYN,81,0,,false,25-44,M,BLACK,18-24,F,BLACK,1006897,187640,40.68168446300007,-73.91834853099994,POINT (-73.91834853099994 40.68168446300007) +150273223,02/10/2016,20:15:00,BROOKLYN,67,0,SOCIAL CLUB/POLICY LOCATI,false,,,,45-64,M,BLACK,1002624,176673,40.65159239100007,-73.93378455399994,POINT (-73.93378455399994 40.65159239100007) +63405886,07/05/2009,2:17:00,BRONX,42,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,991703,192337,40.69460248300004,-73.97312472899995,POINT (-73.97312472899995 40.69460248300005) +49514586,07/29/2008,23:09:00,MANHATTAN,34,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1004696,253011,40.86111605600007,-73.92608527899995,POINT (-73.92608527899995 40.86111605600007) +74768860,09/24/2010,21:30:00,MANHATTAN,32,0,FAST FOOD,false,,,,18-24,M,BLACK,999879,236455,40.815684487000055,-73.94353822199997,POINT (-73.94353822199997 40.815684487000055) +86469571,08/27/2012,23:55:00,QUEENS,113,0,,false,,,,18-24,M,BLACK,1048602,193343,40.69713288900005,-73.767928709,POINT (-73.767928709 40.69713288900005) +80017617,07/28/2011,1:12:00,BRONX,40,0,,false,,,,25-44,M,BLACK,1005294,237197,40.81770982900008,-73.92397301399996,POINT (-73.92397301399996 40.81770982900008) +85352281,06/20/2012,15:28:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,1000531,229408,40.79634123700004,-73.94119981599994,POINT (-73.94119981599994 40.79634123700004) +182839900,05/17/2018,20:51:00,MANHATTAN,28,0,,false,,,,25-44,M,BLACK,"997,792","231,694",40.80262031,-73.95108757,POINT (-73.95108757 40.80262031) +93741887,11/22/2013,4:30:00,BRONX,47,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1004838,185411,40.675571392000045,-73.92577898299999,POINT (-73.92577898299999 40.675571392000045) +153129111,05/16/2016,23:57:00,BRONX,52,0,,false,<18,M,BLACK HISPANIC,<18,M,WHITE HISPANIC,1014821,255793,40.86872254300005,-73.88946882199998,POINT (-73.88946882199998 40.86872254300005) +25257130,11/11/2006,19:28:00,BRONX,47,0,,false,45-64,M,BLACK,<18,M,BLACK,1026736,258842,40.87704179600007,-73.84636963999998,POINT (-73.84636963999998 40.87704179600007) +151081175,03/10/2016,4:26:00,QUEENS,113,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,18-24,M,BLACK,1049390,187642,40.68147924400005,-73.76514207899999,POINT (-73.76514207899999 40.68147924400005) +80650776,09/08/2011,22:48:00,BROOKLYN,83,0,,false,,,,<18,M,BLACK,1007728,189504,40.68679855100004,-73.91534589799994,POINT (-73.91534589799994 40.68679855100004) +16631490,05/27/2006,11:45:00,BROOKLYN,72,0,,true,45-64,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,979405,173057,40.64168498400005,-74.01745943499998,POINT (-74.01745943499998 40.64168498400005) +62275547,05/31/2009,1:25:00,BROOKLYN,75,0,PVT HOUSE,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1016472,180660,40.66249626500007,-73.88385962599993,POINT (-73.88385962599993 40.66249626500007) +140697170,01/25/2015,23:19:00,QUEENS,113,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK HISPANIC,18-24,M,BLACK,1046959,186778,40.679125323000044,-73.77391494099999,POINT (-73.77391494099999 40.679125323000044) +157789788,10/20/2016,23:18:00,MANHATTAN,20,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK HISPANIC,18-24,M,BLACK,988046,221545,40.774773578000065,-73.98629598399998,POINT (-73.98629598399998 40.774773578000065) +91572526,07/10/2013,17:29:00,MANHATTAN,32,0,,false,,,,25-44,F,BLACK,1000064,238592,40.82154962100003,-73.94286483299999,POINT (-73.94286483299999 40.82154962100003) +25240993,11/09/2006,4:18:00,BRONX,52,0,BAR/NIGHT CLUB,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1008615,253266,40.86180600800003,-73.91191642999998,POINT (-73.91191642999998 40.86180600800003) +74568522,09/11/2010,0:47:00,QUEENS,113,0,PVT HOUSE,false,18-24,M,BLACK,25-44,M,BLACK,1051255,191599,40.69232634200006,-73.75837858599994,POINT (-73.75837858599994 40.69232634200006) +88581120,01/08/2013,14:45:00,BROOKLYN,73,0,,false,<18,M,BLACK,25-44,M,BLACK,1007524,188555,40.684194302000044,-73.91608474599997,POINT (-73.91608474599997 40.684194302000044) +9953261,01/03/2006,13:54:00,QUEENS,109,0,PVT HOUSE,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE,1026688,224835,40.783702695000045,-73.84675833099999,POINT (-73.84675833099999 40.783702695000045) +87640227,11/11/2012,23:55:00,BROOKLYN,67,0,BAR/NIGHT CLUB,false,,,,18-24,F,BLACK,1002694,171003,40.636029316000084,-73.93354778699995,POINT (-73.93354778699995 40.63602931600009) +141567321,03/23/2015,4:19:00,MANHATTAN,34,0,,false,,,,18-24,M,BLACK HISPANIC,1003202,249830,40.85238849700004,-73.93149536299995,POINT (-73.93149536299995 40.85238849700004) +89047358,02/07/2013,14:05:00,MANHATTAN,30,0,FAST FOOD,false,,,,<18,M,BLACK HISPANIC,997543,237760,40.81927016900005,-73.95197495299993,POINT (-73.95197495299993 40.81927016900005) +156245998,08/26/2016,21:47:00,MANHATTAN,34,0,,false,25-44,M,BLACK HISPANIC,18-24,M,BLACK HISPANIC,1003105,247798,40.846811466000084,-73.93185170499999,POINT (-73.931851705 40.846811466000084) +34979904,10/10/2007,21:30:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,1007054,189167,40.68587532600003,-73.91777730599993,POINT (-73.91777730599993 40.68587532600003) +34129876,09/03/2007,4:22:00,BROOKLYN,71,0,,false,,,,25-44,M,BLACK,998749,181383,40.66452749800004,-73.94773929099993,POINT (-73.94773929099993 40.66452749800004) +137591740,07/06/2014,2:25:00,BROOKLYN,79,0,PVT HOUSE,true,,,,25-44,F,BLACK,996153,187214,40.68053615600007,-73.95708636499995,POINT (-73.95708636499995 40.68053615600007) +161595777,02/03/2017,18:56:00,BRONX,43,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1022417,242258,40.83154343900002,-73.86208178099997,POINT (-73.86208178099997 40.83154343900002) +83003464,02/05/2012,2:54:00,MANHATTAN,32,0,SUPERMARKET,false,,,,<18,M,BLACK,1000186,239141,40.82305625200007,-73.94242273799993,POINT (-73.94242273799993 40.82305625200007) +184156470,06/19/2018,0:30:00,BRONX,46,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,"1,008,176","249,832",40.85238191,-73.91351577,POINT (-73.91351577 40.85238191) +161644001,02/05/2017,3:59:00,QUEENS,115,0,,false,25-44,M,BLACK,18-24,M,BLACK HISPANIC,1022506,212665,40.75031832500007,-73.86192872399994,POINT (-73.86192872399994 40.75031832500008) +74186599,08/17/2010,10:44:00,BROOKLYN,79,0,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,995619,190846,40.69050586900005,-73.95900552099994,POINT (-73.95900552099994 40.69050586900005) +88890624,01/30/2013,1:20:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,45-64,M,BLACK,991204,201754,40.72045033300003,-73.97491447999995,POINT (-73.97491447999995 40.72045033300003) +64721029,08/13/2009,23:30:00,BROOKLYN,66,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE,991108,165493,40.62092207200004,-73.97529768999993,POINT (-73.97529768999993 40.62092207200004) +73528809,07/04/2010,3:15:00,MANHATTAN,30,0,,false,<18,M,BLACK,25-44,M,BLACK,999138,240636,40.82716143000005,-73.94620597199997,POINT (-73.94620597199997 40.82716143000005) +64479270,08/07/2009,1:17:00,BRONX,45,0,,true,,,,18-24,M,WHITE HISPANIC,1025772,244993,40.839035078000045,-73.84994129899997,POINT (-73.84994129899997 40.839035078000045) +91612687,07/12/2013,23:30:00,BRONX,46,0,,true,25-44,M,BLACK,25-44,M,BLACK,1010587,248297,40.84816192700004,-73.90480672799998,POINT (-73.904806728 40.84816192700004) +91399595,06/30/2013,0:51:00,BROOKLYN,67,0,,false,18-24,M,BLACK,25-44,F,BLACK,1004297,174456,40.645503577000056,-73.92776192799995,POINT (-73.92776192799995 40.645503577000056) +167835863,08/06/2017,4:09:00,BRONX,47,0,,false,18-24,M,BLACK,25-44,M,BLACK,1026486,262591,40.88733281800006,-73.84725001299995,POINT (-73.84725001299995 40.88733281800006) +138234866,08/15/2014,0:12:00,BRONX,42,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1009461,239394,40.82372906300003,-73.90891009899997,POINT (-73.90891009899997 40.82372906300003) +84352571,04/22/2012,22:50:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,18-24,F,BLACK,1005507,185647,40.67621757800004,-73.92336640699995,POINT (-73.92336640699995 40.67621757800004) +139849527,11/26/2014,19:21:00,BRONX,42,0,,false,,,,18-24,M,BLACK,1012506,245829,40.841382062000044,-73.897880935,POINT (-73.897880935 40.841382062000044) +72123360,04/08/2010,10:00:00,BRONX,47,0,,true,25-44,M,BLACK,25-44,M,BLACK,1023337,262851,40.88806094500006,-73.85863720299993,POINT (-73.85863720299993 40.88806094500006) +72142933,04/09/2010,16:12:00,BROOKLYN,73,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1009371,186101,40.677453583000045,-73.909434359,POINT (-73.909434359 40.677453583000045) +138027502,08/02/2014,1:40:00,BRONX,42,0,,false,,,,18-24,M,BLACK,1009516,239520,40.82407474000007,-73.90871090099995,POINT (-73.90871090099995 40.82407474000007) +149092536,01/06/2016,1:00:00,MANHATTAN,32,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1000995,237483,40.81850401400004,-73.93950385999993,POINT (-73.93950385999995 40.81850401400004) +76564805,12/22/2010,12:14:00,BROOKLYN,73,0,,true,25-44,M,BLACK,18-24,M,BLACK,1007628,183445,40.670168236000045,-73.91572748899993,POINT (-73.91572748899993 40.670168236000045) +73524915,07/05/2010,5:16:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,1009450,182401,40.667297692000034,-73.90916337699997,POINT (-73.90916337699997 40.667297692000034) +23354058,06/27/2006,21:35:00,BROOKLYN,75,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1016621,179609,40.659610961000055,-73.88332761199997,POINT (-73.88332761199997 40.659610961000055) +34900583,10/06/2007,11:20:00,BRONX,49,0,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1020672,255192,40.86705078000005,-73.86831721699998,POINT (-73.86831721699998 40.86705078000005) +59801053,03/22/2009,1:57:00,BROOKLYN,60,0,PVT HOUSE,false,18-24,M,ASIAN / PACIFIC ISLANDER,25-44,M,WHITE HISPANIC,983502,149474,40.576955772000076,-74.00269409599997,POINT (-74.00269409599997 40.576955772000076) +79222699,06/09/2011,17:22:00,BROOKLYN,60,0,,true,18-24,M,BLACK,25-44,M,WHITE,995075,148795,40.57508547400005,-73.961034597,POINT (-73.961034597 40.57508547400005) +26755982,02/08/2007,18:58:00,BRONX,52,0,MULTI DWELL - APT BUILD,true,25-44,F,WHITE HISPANIC,25-44,F,BLACK HISPANIC,1013141,254267,40.86453979800007,-73.89554960899994,POINT (-73.89554960899994 40.86453979800007) +94522790,01/18/2014,8:43:00,QUEENS,113,0,,false,,,,25-44,M,BLACK HISPANIC,1039661,184990,40.674266370000055,-73.80024122599998,POINT (-73.80024122599998 40.674266370000055) +73540600,07/05/2010,22:12:00,BROOKLYN,81,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1006612,189509,40.68681516500004,-73.91936988499998,POINT (-73.91936988499998 40.68681516500004) +173354055,01/06/2018,19:56:00,MANHATTAN,24,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,"993,870","230,203",40.79853306,-73.96525602,POINT (-73.96525602 40.79853306) +10804592,03/26/2006,3:54:00,BRONX,46,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1013260,252468,40.85960169800006,-73.89512716599995,POINT (-73.89512716599995 40.85960169800006) +86932120,09/26/2012,2:03:00,BROOKLYN,73,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1007744,184919,40.67421372800004,-73.91530419099996,POINT (-73.91530419099996 40.67421372800004) +168231379,08/18/2017,0:05:00,BROOKLYN,83,0,,false,,,,25-44,M,BLACK,1004008,196032,40.70472547900005,-73.92874009499997,POINT (-73.92874009499997 40.70472547900005) +149216139,01/09/2016,23:30:00,MANHATTAN,33,0,,false,,,,25-44,M,WHITE HISPANIC,1001063,245061,40.83930332600005,-73.93923919399998,POINT (-73.93923919399998 40.83930332600005) +79248727,06/10/2011,20:18:00,BRONX,52,0,,false,,,,<18,M,WHITE HISPANIC,1010834,253341,40.862005457000066,-73.90389394899995,POINT (-73.90389394899995 40.862005457000066) +29301881,05/29/2007,14:31:00,BROOKLYN,73,2,MULTI DWELL - 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APT BUILD,false,25-44,F,BLACK,25-44,F,BLACK,1023345,245125,40.83940845700005,-73.85871167099998,POINT (-73.85871167099998 40.83940845700005) +63634028,07/12/2009,11:45:00,BROOKLYN,88,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,990785,192974,40.69635162600008,-73.97643456599997,POINT (-73.97643456599997 40.69635162600008) +74148454,08/14/2010,20:03:00,STATEN ISLAND,120,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,961252,166311,40.623140111000055,-74.08284714199993,POINT (-74.08284714199993 40.623140111000055) +28358334,04/09/2007,15:15:00,BROOKLYN,83,0,,false,25-44,M,BLACK,25-44,M,BLACK,1006965,193571,40.697963515000026,-73.91808336199995,POINT (-73.91808336199995 40.697963515000026) +11118209,04/24/2006,3:00:00,BROOKLYN,67,0,STORE UNCLASSIFIED,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,998032,175598,40.648650085000035,-73.95033556299995,POINT (-73.95033556299995 40.648650085000035) +55082915,12/20/2008,23:17:00,BROOKLYN,75,0,,false,25-44,M,BLACK,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +79509673,06/26/2011,20:00:00,MANHATTAN,32,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1000313,234249,40.80962885300004,-73.94197557899997,POINT (-73.94197557899997 40.80962885300004) +81320729,10/22/2011,15:29:00,BROOKLYN,67,0,,false,18-24,M,BLACK,45-64,M,BLACK,1003582,179979,40.66066459600006,-73.93032260399998,POINT (-73.93032260399998 40.66066459600006) +191681604,12/30/2018,15:10:00,BROOKLYN,77,2,MULTI DWELL - 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APT BUILD,true,,,,18-24,M,BLACK HISPANIC,981854,174268,40.645009920000064,-74.00863538199997,POINT (-74.00863538199997 40.645009920000064) +165378832,05/31/2017,22:01:00,BRONX,52,0,MULTI DWELL - APT BUILD,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1010728,252491,40.85967278300007,-73.90428052199997,POINT (-73.90428052199997 40.85967278300007) +37401579,01/01/2008,2:09:00,BROOKLYN,73,0,,true,18-24,M,BLACK,25-44,M,BLACK,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +84816003,05/19/2012,0:32:00,BRONX,48,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1014306,250564,40.85437229100006,-73.89135430399993,POINT (-73.89135430399993 40.85437229100006) +93233340,10/23/2013,19:47:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,991404,202633,40.72286281600003,-73.97419203299995,POINT (-73.97419203299995 40.72286281600003) +72901676,05/25/2010,2:00:00,QUEENS,103,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,25-44,M,WHITE,1041322,197642,40.708982548000044,-73.79414605099998,POINT (-73.79414605099998 40.708982548000044) +80584530,09/04/2011,3:33:00,BRONX,47,0,PVT HOUSE,false,<18,M,BLACK HISPANIC,<18,F,BLACK,1022004,261898,40.88545106500004,-73.86346357099995,POINT (-73.86346357099995 40.88545106500004) +144995934,08/02/2015,2:16:00,BROOKLYN,75,0,,false,18-24,M,BLACK,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +55803386,01/18/2009,3:13:00,BROOKLYN,79,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,<18,F,BLACK,989183,201182,40.71888168700008,-73.98220577599994,POINT (-73.98220577599994 40.71888168700008) +93627333,11/17/2013,22:10:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1006423,238904,40.82239230000005,-73.91988848899997,POINT (-73.91988848899997 40.82239230000005) +46931039,06/02/2008,23:30:00,QUEENS,102,0,PVT HOUSE,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1024255,187944,40.68245744500007,-73.85576319199998,POINT (-73.85576319199998 40.68245744500007) +46751479,05/26/2008,2:00:00,BRONX,47,0,PVT HOUSE,true,,,,18-24,M,BLACK,1022069,259203,40.878053859000026,-73.86324371299997,POINT (-73.86324371299997 40.878053859000026) +33600829,07/31/2007,22:00:00,BRONX,44,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1006434,244344,40.83732351100008,-73.91983075699994,POINT (-73.91983075699994 40.83732351100008) +87408752,10/24/2012,18:37:00,BRONX,46,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,UNKNOWN,M,UNKNOWN,1008856,250062,40.85301132100005,-73.91105692199994,POINT (-73.91105692199994 40.85301132100005) +109445263,04/06/2014,3:52:00,BROOKLYN,67,0,,false,18-24,M,BLACK,18-24,M,BLACK,999980,176498,40.65111714500005,-73.94331350299996,POINT (-73.94331350299996 40.65111714500005) +81291677,10/20/2011,18:15:00,BROOKLYN,67,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1005161,177009,40.652509010000074,-73.92464058399997,POINT (-73.92464058399997 40.652509010000074) +34377232,09/13/2007,11:53:00,BROOKLYN,88,0,PVT HOUSE,true,25-44,M,BLACK,25-44,M,BLACK,995302,190524,40.68962245400007,-73.96014913199997,POINT (-73.96014913199997 40.68962245400007) +71033474,01/30/2010,13:29:00,MANHATTAN,34,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1006118,254594,40.86545750400006,-73.92093931699996,POINT (-73.92093931699996 40.86545750400006) +35114027,10/17/2007,12:28:00,QUEENS,113,0,,false,25-44,M,BLACK,25-44,M,BLACK,1042558,189834,40.68754340700008,-73.78975548199998,POINT (-73.78975548199998 40.68754340700008) +61144236,04/26/2009,0:55:00,BRONX,49,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1020091,254579,40.865370661000036,-73.87042110599998,POINT (-73.87042110599998 40.865370661000036) +11118850,04/15/2006,20:33:00,BRONX,44,0,MULTI DWELL - 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APT BUILD,false,25-44,M,BLACK,45-64,M,WHITE HISPANIC,"1,024,405","267,090",40.89969085,-73.8547492,POINT (-73.8547492 40.89969085) +74234828,08/19/2010,21:33:00,BROOKLYN,70,0,LIQUOR STORE,true,25-44,M,BLACK,25-44,M,BLACK,999060,167196,40.62558672700004,-73.94664942399999,POINT (-73.94664942399999 40.62558672700005) +49236357,07/26/2008,5:03:00,BROOKLYN,71,0,,false,UNKNOWN,U,UNKNOWN,18-24,F,BLACK,998749,181383,40.66452749800004,-73.94773929099993,POINT (-73.94773929099993 40.66452749800004) +23421770,07/14/2006,22:55:00,BROOKLYN,79,0,,true,,,,25-44,M,BLACK,997366,192877,40.69607807800003,-73.95270199199997,POINT (-73.95270199199997 40.69607807800003) +65929671,09/20/2009,15:35:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1007373,232752,40.80550434700007,-73.91647725199994,POINT (-73.91647725199994 40.80550434700007) +80164222,08/06/2011,2:27:00,BROOKLYN,73,0,COMMERCIAL BLDG,false,,,,18-24,M,BLACK,1009314,180344,40.66165207100005,-73.90966126099994,POINT (-73.90966126099994 40.66165207100005) +138898673,09/27/2014,15:22:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,1010838,181519,40.66487273900003,-73.90416355699995,POINT (-73.90416355699995 40.66487273900003) +52214155,10/15/2008,19:13:00,MANHATTAN,5,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,25-44,F,WHITE HISPANIC,984221,198452,40.711389864000076,-74.000106051,POINT (-74.000106051 40.71138986400008) +9953246,01/01/2006,5:51:00,BRONX,44,0,NONE,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1007418,243859,40.83598980000005,-73.91627635999998,POINT (-73.91627635999998 40.83598980000005) +55299653,12/29/2008,23:32:00,QUEENS,113,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1049660,184320,40.672359143000044,-73.76420085099994,POINT (-73.76420085099994 40.672359143000044) +63296026,07/01/2009,11:51:00,STATEN ISLAND,120,0,,false,25-44,M,BLACK,25-44,M,BLACK,961580,163524,40.61549122300004,-74.08165622999996,POINT (-74.08165622999996 40.61549122300004) +69643420,01/06/2010,13:50:00,STATEN ISLAND,120,0,,false,18-24,M,BLACK,<18,M,BLACK,944798,170162,40.63365228900005,-74.14214181899997,POINT (-74.14214181899997 40.63365228900005) +33161115,07/18/2007,20:55:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,998368,189350,40.68639573400003,-73.949095931,POINT (-73.94909593100002 40.68639573400004) +83356966,02/25/2012,0:50:00,QUEENS,113,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK,1042275,185994,40.67700536900003,-73.79080897899996,POINT (-73.79080897899996 40.67700536900003) +160509027,01/21/2017,18:50:00,BRONX,45,0,,false,25-44,F,BLACK,18-24,M,BLACK,1026550,244293,40.837110092000046,-73.84713403299997,POINT (-73.84713403299997 40.837110092000046) +10660757,03/11/2006,4:36:00,BRONX,43,0,NONE,true,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1018791,240921,40.82788868500006,-73.87519150199995,POINT (-73.87519150199995 40.82788868500006) +59801053,03/22/2009,1:57:00,BROOKLYN,60,0,PVT HOUSE,true,18-24,M,ASIAN / PACIFIC ISLANDER,25-44,M,WHITE HISPANIC,983502,149474,40.576955772000076,-74.00269409599997,POINT (-74.00269409599997 40.576955772000076) +45652262,04/13/2008,16:00:00,BRONX,43,0,,true,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1020316,239179,40.82310129900002,-73.86969046099993,POINT (-73.86969046099993 40.82310129900002) +88835036,01/26/2013,18:03:00,QUEENS,110,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1030347,215618,40.758386148000056,-73.83360897499993,POINT (-73.83360897499993 40.758386148000056) +78180049,04/11/2011,17:07:00,BRONX,47,0,,false,18-24,M,BLACK,<18,M,BLACK HISPANIC,1027232,256225,40.869856543000026,-73.84459286799995,POINT (-73.84459286799995 40.869856543000026) +87443958,10/27/2012,7:15:00,BROOKLYN,78,0,,false,25-44,M,BLACK,25-44,M,BLACK,989087,187177,40.68044128100007,-73.98256214799993,POINT (-73.98256214799993 40.68044128100007) +167036160,07/13/2017,19:00:00,BROOKLYN,67,0,,true,<18,M,BLACK,18-24,M,BLACK,1007178,176702,40.65166137000005,-73.91737259399997,POINT (-73.91737259399997 40.65166137000005) +75762034,11/29/2010,21:00:00,BROOKLYN,79,0,,false,,,,18-24,M,BLACK HISPANIC,999555,192534,40.69513310800004,-73.94480871299999,POINT (-73.94480871299999 40.69513310800004) +138899428,09/26/2014,21:30:00,BROOKLYN,83,0,,false,18-24,M,BLACK,18-24,M,BLACK,1006892,190126,40.68850797600004,-73.91835820399997,POINT (-73.91835820399997 40.68850797600004) +145691475,08/28/2015,1:54:00,BROOKLYN,71,0,BAR/NIGHT CLUB,true,,,,25-44,M,BLACK,995198,179420,40.65914459900005,-73.96054217899997,POINT (-73.96054217899997 40.65914459900006) +91428020,07/02/2013,3:30:00,BRONX,47,0,,false,<18,M,BLACK,18-24,F,BLACK,1025857,269169,40.905390295000075,-73.84948398399997,POINT (-73.84948398399997 40.905390295000075) +166660835,07/02/2017,1:47:00,BROOKLYN,71,0,,false,25-44,M,BLACK,25-44,M,BLACK,1000539,180251,40.66141729700007,-73.94128990899996,POINT (-73.94128990899996 40.66141729700007) +23549335,07/24/2006,21:43:00,BRONX,52,0,MULTI DWELL - APT BUILD,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1015824,257640,40.87378845800004,-73.88583367099994,POINT (-73.88583367099994 40.87378845800004) +76623745,12/28/2010,19:57:00,STATEN ISLAND,120,0,GROCERY/BODEGA,false,18-24,M,BLACK,18-24,M,BLACK,946913,171155,40.63638702700007,-74.13452725899998,POINT (-74.13452725899998 40.63638702700007) +60217265,04/02/2009,10:25:00,BRONX,47,0,PVT HOUSE,false,25-44,M,BLACK,25-44,M,BLACK,1024579,261426,40.884144183000046,-73.85415390399999,POINT (-73.85415390399999 40.884144183000046) +186046948,08/03/2018,4:58:00,BROOKLYN,71,0,,false,,,,25-44,M,BLACK,"999,439","178,174",40.65571834,-73.94525939,POINT (-73.94525939 40.65571834) +25452379,11/23/2006,22:47:00,MANHATTAN,33,0,,false,18-24,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1001936,245282,40.83990820100007,-73.93608358699998,POINT (-73.93608358699998 40.83990820100007) +88254246,12/23/2012,16:58:00,BRONX,46,0,,true,25-44,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1010760,248008,40.847368191000044,-73.90418256499999,POINT (-73.90418256499999 40.847368191000044) +157321244,10/05/2016,9:06:00,MANHATTAN,25,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,45-64,M,WHITE HISPANIC,1002785,230463,40.799232486000044,-73.93305619799997,POINT (-73.93305619799997 40.799232486000044) +12835945,05/07/2006,11:34:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,1012339,182682,40.66806027900003,-73.89874827999995,POINT (-73.89874827999995 40.66806027900003) +32723805,06/23/2007,22:08:00,MANHATTAN,28,0,FAST FOOD,false,,,,<18,M,BLACK,999393,233707,40.80814283800004,-73.945300203,POINT (-73.945300203 40.80814283800004) +33227815,07/22/2007,4:52:00,BROOKLYN,70,0,RESTAURANT/DINER,false,25-44,M,BLACK,45-64,M,BLACK HISPANIC,991557,168868,40.63018538100005,-73.973676658,POINT (-73.973676658 40.63018538100005) +71945721,03/28/2010,0:45:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1006780,177980,40.65517022200004,-73.91880265299993,POINT (-73.91880265299993 40.65517022200004) +61982508,05/21/2009,22:16:00,BROOKLYN,69,0,,false,18-24,M,BLACK,<18,M,BLACK,1013371,174080,40.644446352000045,-73.89506534899994,POINT (-73.89506534899994 40.644446352000045) +75644675,11/20/2010,3:57:00,BRONX,52,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,<18,M,BLACK,1010475,182025,40.666262679000056,-73.90547003999995,POINT (-73.90547003999995 40.66626267900006) +10619057,02/24/2006,23:21:00,BROOKLYN,69,0,,false,25-44,M,BLACK,18-24,M,BLACK,1009323,175586,40.648592380000025,-73.90964650999997,POINT (-73.90964650999997 40.648592380000025) +77144220,02/05/2011,1:36:00,BROOKLYN,60,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK HISPANIC,989472,148971,40.57557363000007,-73.98120362499998,POINT (-73.98120362499998 40.57557363000008) +37231974,12/21/2007,2:21:00,BRONX,41,0,,true,25-44,M,ASIAN / PACIFIC ISLANDER,25-44,M,WHITE HISPANIC,1014604,238800,40.82208252700008,-73.89033032599998,POINT (-73.89033032599998 40.82208252700008) +71514503,02/27/2010,3:06:00,MANHATTAN,25,0,BAR/NIGHT CLUB,false,18-24,M,BLACK,25-44,M,BLACK,1002064,229163,40.795665822000046,-73.93566377399996,POINT (-73.93566377399996 40.795665822000046) +26412021,01/21/2007,2:58:00,BRONX,45,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1030424,258450,40.87594735500005,-73.83303635199997,POINT (-73.83303635199997 40.87594735500005) +84043104,04/04/2012,11:48:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1005653,179501,40.65934782800008,-73.92285956399996,POINT (-73.92285956399996 40.65934782800008) +90731411,05/20/2013,23:09:00,BRONX,44,0,MULTI DWELL - 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APT BUILD,true,18-24,M,BLACK,65+,M,BLACK,997815,176684,40.65163125500004,-73.95111537699995,POINT (-73.95111537699995 40.65163125500004) +87107847,10/06/2012,2:25:00,QUEENS,102,0,,false,,,,18-24,M,WHITE HISPANIC,1027098,192651,40.69536375500007,-73.84548282499998,POINT (-73.84548282499998 40.69536375500007) +35306477,10/25/2007,23:50:00,BRONX,44,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,F,BLACK,1008274,245226,40.83973953100008,-73.91317803199998,POINT (-73.91317803199998 40.83973953100008) +74145753,08/14/2010,1:00:00,BRONX,52,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1019084,258676,40.876619694000055,-73.87404053299997,POINT (-73.87404053299997 40.876619694000055) +85820362,07/18/2012,20:05:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1021739,244529,40.83777957500007,-73.86451909499993,POINT (-73.86451909499993 40.83777957500007) +85517966,07/01/2012,7:38:00,STATEN ISLAND,120,0,,true,25-44,M,BLACK,45-64,M,BLACK,936722,172119,40.63898417600007,-74.17125230499995,POINT (-74.17125230499995 40.63898417600007) +138632299,09/10/2014,14:30:00,STATEN ISLAND,120,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,25-44,F,BLACK,951319,171306,40.63681896700007,-74.11865312699997,POINT (-74.11865312699999 40.63681896700007) +136811336,05/18/2014,14:26:00,BRONX,46,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK HISPANIC,1011028,251476,40.85688600800006,-73.90320004399997,POINT (-73.90320004399997 40.85688600800006) +93358139,10/31/2013,3:56:00,MANHATTAN,34,0,GROCERY/BODEGA,false,,,,25-44,M,BLACK HISPANIC,1005426,254690,40.86572268100008,-73.92344088699997,POINT (-73.92344088699997 40.86572268100008) +81001140,10/03/2011,3:00:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,990530,202280,40.721894580000026,-73.97734548399995,POINT (-73.97734548399995 40.721894580000026) +35502300,11/04/2007,22:42:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,995619,190846,40.69050586900005,-73.95900552099994,POINT (-73.95900552099994 40.69050586900005) +81862531,11/25/2011,1:30:00,BROOKLYN,77,0,GROCERY/BODEGA,false,,,,18-24,M,BLACK HISPANIC,1005903,185476,40.67574726200007,-73.92193931099996,POINT (-73.92193931099996 40.67574726200007) +190950368,12/07/2018,7:11:00,STATEN ISLAND,120,0,,false,18-24,M,BLACK,25-44,M,BLACK,"961,126","166,416",40.62342799,-74.08330139,POINT (-74.08330139 40.62342799) +75528605,11/12/2010,20:51:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,F,BLACK,1010876,182683,40.668067545000035,-73.90402198699996,POINT (-73.90402198699996 40.668067545000035) +156435424,09/05/2016,3:49:00,BROOKLYN,71,0,,true,,,,<18,M,BLACK,994673,180873,40.66313339700002,-73.96243216099998,POINT (-73.96243216099998 40.66313339700002) +10904918,04/05/2006,19:45:00,MANHATTAN,7,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,986446,198438,40.711351165000046,-73.99208032799999,POINT (-73.99208032799999 40.711351165000046) +136640265,05/07/2014,23:04:00,QUEENS,113,0,,false,18-24,M,BLACK,25-44,M,BLACK,1051802,190800,40.690129121000034,-73.75641410199995,POINT (-73.75641410199995 40.690129121000034) +190467156,11/27/2018,17:10:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK,"995,908","183,618",40.67066627,-73.95797591,POINT (-73.95797591 40.67066627) +78452336,04/27/2011,21:19:00,BRONX,52,0,,true,,,,25-44,M,WHITE HISPANIC,1011456,255094,40.866815014000046,-73.90163815599993,POINT (-73.90163815599993 40.866815014000046) +139136785,10/12/2014,5:05:00,BROOKLYN,70,0,,false,,,,25-44,M,WHITE,993045,170598,40.63493251300008,-73.968313616,POINT (-73.968313616 40.63493251300008) +23974390,08/22/2006,3:05:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,UNKNOWN,18-24,M,BLACK,1026552,237773,40.81921456800006,-73.84716791499993,POINT (-73.84716791499993 40.81921456800006) +148364099,12/08/2015,4:11:00,MANHATTAN,6,0,,false,,,,25-44,M,BLACK,982968,208665,40.73942198000003,-74.00462765599997,POINT (-74.00462765599997 40.73942198000003) +140266851,12/20/2014,18:31:00,BRONX,46,0,,false,25-44,M,UNKNOWN,25-44,M,BLACK,1010196,249872,40.85248599200002,-73.90621389699999,POINT (-73.90621389699999 40.85248599200002) +81436286,10/28/2011,22:50:00,BROOKLYN,83,0,PVT HOUSE,true,,,,25-44,M,BLACK,1008010,190536,40.689630401000045,-73.91432544099996,POINT (-73.91432544099996 40.689630401000045) +76648873,12/30/2010,20:30:00,QUEENS,113,0,,false,,,,25-44,M,BLACK,1041429,184534,40.673003513000026,-73.79387136399998,POINT (-73.79387136399998 40.673003513000026) +27538787,11/25/2006,4:14:00,QUEENS,103,0,,true,,,,25-44,M,BLACK,1041749,196938,40.70704747500002,-73.79261190399995,POINT (-73.79261190399995 40.70704747500002) +74549661,09/10/2010,1:33:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,1009726,182306,40.66703614800008,-73.908168844,POINT (-73.908168844 40.66703614800008) +73003661,06/01/2010,2:35:00,QUEENS,103,0,,true,,,,25-44,F,BLACK,1043367,193115,40.696543603000066,-73.78680962299995,POINT (-73.78680962299995 40.696543603000066) +47085788,06/06/2008,3:39:00,BRONX,49,0,BAR/NIGHT CLUB,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1021037,248168,40.847770509000036,-73.86703610399996,POINT (-73.86703610399996 40.84777050900004) +47851712,06/28/2008,2:07:00,QUEENS,101,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,1005141,187645,40.68170250500003,-73.92467970499997,POINT (-73.92467970499997 40.68170250500003) +80149334,08/05/2011,1:20:00,QUEENS,101,0,,false,,,,25-44,M,BLACK,1053276,160628,40.607302471000025,-73.75140775299997,POINT (-73.75140775299997 40.607302471000025) +65010756,08/23/2009,6:28:00,MANHATTAN,32,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1001752,241629,40.82988213900006,-73.93675809999998,POINT (-73.93675809999998 40.82988213900006) +57259579,02/13/2009,23:55:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,18-24,M,BLACK,999060,167196,40.62558672700004,-73.94664942399999,POINT (-73.94664942399999 40.62558672700005) +64508968,08/08/2009,2:44:00,MANHATTAN,28,0,,false,UNKNOWN,U,UNKNOWN,18-24,F,BLACK,999088,234036,40.80904637000003,-73.94640123099998,POINT (-73.94640123099998 40.80904637000003) +162514441,03/03/2017,18:00:00,BRONX,52,0,,false,<18,M,BLACK,<18,M,BLACK HISPANIC,1009868,253126,40.86141820300003,-73.90738708899994,POINT (-73.90738708899994 40.86141820300003) +143871490,06/20/2015,1:20:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1044591,156201,40.59521468500003,-73.78272575399996,POINT (-73.78272575399996 40.59521468500003) +73298253,06/20/2010,1:33:00,BROOKLYN,73,0,,true,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1010081,186326,40.67806911400004,-73.90687378099993,POINT (-73.90687378099993 40.67806911400004) +155176041,07/22/2016,23:55:00,BRONX,46,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1011009,248494,40.84870136600006,-73.90328062999998,POINT (-73.90328062999998 40.84870136600006) +24626215,10/02/2006,18:45:00,BROOKLYN,60,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,984651,148801,40.57510854100008,-73.99855795499997,POINT (-73.99855795499997 40.57510854100008) +23354118,07/09/2006,4:30:00,QUEENS,105,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,<18,M,BLACK,1056201,195663,40.70344220100003,-73.74049978799998,POINT (-73.74049978799998 40.70344220100003) +73221475,06/14/2010,23:00:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1009534,179225,40.65858003700004,-73.908872494,POINT (-73.90887249400001 40.65858003700004) +157846245,10/22/2016,0:23:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,25-44,F,WHITE HISPANIC,<18,F,BLACK,990808,202418,40.72227315500004,-73.97634242599996,POINT (-73.97634242599996 40.72227315500004) +23354125,07/08/2006,23:40:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,983234,185295,40.675276877000044,-74.00366424199996,POINT (-74.00366424199996 40.675276877000044) +83859640,03/24/2012,1:30:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,1014175,181585,40.66504324500005,-73.89213487799998,POINT (-73.89213487799998 40.66504324500005) +153970014,06/13/2016,16:49:00,BROOKLYN,67,0,,false,18-24,M,UNKNOWN,<18,M,BLACK,1005462,173365,40.64250630500004,-73.92356727399994,POINT (-73.92356727399994 40.64250630500004) +50703409,08/30/2008,3:05:00,BRONX,48,0,,false,UNKNOWN,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1014729,251064,40.855743191000045,-73.88982296199998,POINT (-73.88982296199998 40.855743191000045) +81291678,10/20/2011,17:15:00,BRONX,43,0,MULTI DWELL - APT BUILD,false,,,,<18,M,BLACK HISPANIC,1023548,238402,40.82095486800005,-73.85801740899994,POINT (-73.85801740899994 40.82095486800005) +71633348,03/06/2010,22:29:00,QUEENS,105,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1001933,228925,40.79501283900004,-73.93613752499994,POINT (-73.93613752499994 40.79501283900004) +24913681,10/22/2006,19:57:00,BRONX,50,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1009418,258118,40.87512101100003,-73.90899518299993,POINT (-73.90899518299993 40.87512101100003) +140088780,12/05/2014,17:55:00,QUEENS,113,0,PVT HOUSE,false,<18,M,ASIAN / PACIFIC ISLANDER,18-24,M,BLACK,1046405,187113,40.680048726000045,-73.77590919399995,POINT (-73.77590919399995 40.680048726000045) +151586090,03/25/2016,21:42:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1005740,182009,40.666231521000036,-73.92253800099996,POINT (-73.92253800099998 40.666231521000036) +54154417,11/18/2008,13:38:00,QUEENS,102,0,PVT HOUSE,true,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1021650,188056,40.68277624900003,-73.86515489799996,POINT (-73.86515489799996 40.68277624900003) +144764393,07/24/2015,3:54:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1001807,191944,40.69350951400003,-73.93668911299993,POINT (-73.93668911299993 40.69350951400003) +155509201,08/04/2016,20:21:00,BROOKLYN,75,0,,true,18-24,F,BLACK,18-24,M,BLACK,1020511,182820,40.668409361000045,-73.86928975099994,POINT (-73.86928975099994 40.668409361000045) +16895033,06/23/2006,16:26:00,BROOKLYN,75,0,,false,25-44,M,BLACK,18-24,M,BLACK,1013161,186099,40.67743652700005,-73.895770542,POINT (-73.895770542 40.67743652700005) +80606049,09/05/2011,17:00:00,BROOKLYN,71,0,,false,18-24,M,BLACK,18-24,M,BLACK,997597,183356,40.66994475600006,-73.95188780799998,POINT (-73.95188780799998 40.66994475600006) +24626212,09/30/2006,22:05:00,BRONX,49,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1021376,246471,40.84311132800008,-73.86582019799994,POINT (-73.86582019799995 40.84311132800008) +176027889,03/17/2018,19:25:00,BROOKLYN,70,0,,false,<18,M,BLACK,25-44,M,BLACK,"996,601","173,479",40.642836,-73.9554963,POINT (-73.9554963 40.642836) +85589695,07/05/2012,3:45:00,STATEN ISLAND,120,0,,false,,,,<18,M,BLACK,960048,172420,40.63990481200005,-74.08720621799995,POINT (-74.08720621799995 40.63990481200005) +156430715,09/02/2016,20:36:00,BRONX,44,0,,false,,,,25-44,F,BLACK,1007885,246406,40.842979335000045,-73.91457972899997,POINT (-73.91457972899997 40.842979335000045) +73956987,08/03/2010,0:16:00,QUEENS,113,0,,false,,,,18-24,M,BLACK,1044985,189961,40.68787567100002,-73.78100313899995,POINT (-73.78100313899995 40.68787567100002) +46361466,05/10/2008,4:10:00,MANHATTAN,9,0,BAR/NIGHT CLUB,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,987633,203880,40.72628777500006,-73.98779600499995,POINT (-73.98779600499995 40.72628777500006) +78576205,05/05/2011,2:05:00,BRONX,43,0,,true,,,,25-44,M,WHITE HISPANIC,1021853,242624,40.832550421000064,-73.86411778799999,POINT (-73.86411778799999 40.832550421000064) +74081464,08/10/2010,16:41:00,MANHATTAN,32,0,MULTI DWELL - 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PUBLIC HOUS,true,18-24,M,BLACK HISPANIC,18-24,M,BLACK,1004960,234094,40.80919375100007,-73.92518927399993,POINT (-73.92518927399993 40.80919375100007) +94147103,12/20/2013,19:31:00,BRONX,48,0,,true,18-24,M,BLACK HISPANIC,18-24,M,ASIAN / PACIFIC ISLANDER,1014282,247361,40.845581091000035,-73.89145540599996,POINT (-73.89145540599996 40.845581091000035) +85353391,06/20/2012,21:44:00,BRONX,44,0,COMMERCIAL BLDG,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1006251,245146,40.839525225000045,-73.92048946899996,POINT (-73.92048946899996 40.839525225000045) +82881932,01/29/2012,0:53:00,BROOKLYN,73,0,,false,,,,<18,M,BLACK,1008957,185700,40.67635409400003,-73.91092839399995,POINT (-73.91092839399995 40.67635409400003) +24264431,09/11/2006,19:00:00,BROOKLYN,81,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,1003533,187950,40.68254331000002,-73.93047641399994,POINT (-73.93047641399994 40.68254331000002) +47207550,06/13/2008,1:40:00,BRONX,46,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +71946598,03/28/2010,14:28:00,BROOKLYN,67,0,HOSPITAL,false,18-24,M,BLACK,18-24,M,BLACK,1008789,177637,40.654223423000076,-73.91156340899995,POINT (-73.91156340899995 40.654223423000076) +72247901,04/15/2010,20:39:00,BROOKLYN,70,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,<18,F,BLACK,998205,190419,40.68933015300007,-73.94968144799998,POINT (-73.94968144799998 40.68933015300007) +80190107,08/08/2011,1:55:00,BROOKLYN,79,0,,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,997921,192287,40.69445782500002,-73.95070172699997,POINT (-73.95070172699997 40.69445782500002) +79550481,06/28/2011,22:51:00,BRONX,41,0,,false,,,,18-24,M,BLACK,1014891,237942,40.819726569000075,-73.88929729399997,POINT (-73.88929729399997 40.819726569000075) +185760787,07/28/2018,22:16:00,BROOKLYN,61,0,,false,18-24,M,BLACK,25-44,M,BLACK,"1,001,758","157,836",40.59989054,-73.93695433,POINT (-73.93695433000002 40.59989054) +11118851,04/16/2006,5:30:00,QUEENS,113,0,NONE,false,,U,UNKNOWN,25-44,M,BLACK,1052846,196749,40.706449648000046,-73.75258895099995,POINT (-73.75258895099995 40.706449648000046) +46998149,06/04/2008,20:00:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1016807,179007,40.657957922000044,-73.88266012399998,POINT (-73.88266012399998 40.657957922000044) +145503524,08/20/2015,23:16:00,BROOKLYN,72,0,,false,,,,25-44,M,BLACK,984547,180768,40.66285132400003,-73.998930923,POINT (-73.998930923 40.66285132400003) +73003810,06/01/2010,18:08:00,BRONX,46,0,MULTI DWELL - 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PUBLIC HOUS,true,<18,M,BLACK,<18,M,BLACK,1011047,239814,40.82487717500004,-73.90317795599998,POINT (-73.90317795599998 40.82487717500004) +50521331,08/24/2008,22:10:00,QUEENS,113,0,,false,UNKNOWN,M,BLACK,<18,F,BLACK,1051554,191868,40.693062413000064,-73.75729769699996,POINT (-73.75729769699996 40.693062413000064) +139878054,11/29/2014,20:00:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1023551,242513,40.83223836600007,-73.85798248899994,POINT (-73.85798248899994 40.83223836600007) +36379179,12/17/2007,2:04:00,QUEENS,110,0,BAR/NIGHT CLUB,false,,,,18-24,F,BLACK HISPANIC,1020237,210724,40.74500029700005,-73.87012832399995,POINT (-73.87012832399995 40.74500029700005) +182362873,05/06/2018,4:15:00,BROOKLYN,61,0,,false,,,,25-44,M,BLACK,"997,184","152,690",40.58577366,-73.95343536,POINT (-73.95343536 40.58577366) +75654394,11/21/2010,18:25:00,BRONX,47,0,,false,<18,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1030898,262777,40.88782111000006,-73.83129224099997,POINT (-73.83129224099997 40.88782111000006) +44936763,03/29/2008,23:15:00,BROOKLYN,73,0,,false,UNKNOWN,M,BLACK,45-64,M,WHITE HISPANIC,1009980,179022,40.658021563000034,-73.90726578999994,POINT (-73.90726578999994 40.658021563000034) +16631445,05/20/2006,14:18:00,BRONX,42,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1010240,238960,40.82253559900005,-73.90609713199996,POINT (-73.90609713199996 40.82253559900005) +90429023,05/02/2013,22:04:00,MANHATTAN,23,2,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1006631,192820,40.69590304600007,-73.91929037599994,POINT (-73.91929037599994 40.69590304600007) +141091744,02/22/2015,18:30:00,BROOKLYN,69,0,,true,,,,25-44,M,BLACK,1009756,173595,40.64312628000005,-73.90809364699999,POINT (-73.90809364699999 40.64312628000005) +28926749,05/09/2007,0:40:00,BROOKLYN,63,0,,false,18-24,M,BLACK,25-44,M,BLACK,987840,170519,40.63471931200007,-73.98706694199996,POINT (-73.98706694199996 40.63471931200007) +37401737,01/01/2008,5:15:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,1010467,238573,40.821472723000056,-73.90527847099996,POINT (-73.90527847099996 40.821472723000056) +84957192,05/27/2012,20:27:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1021153,182357,40.66713587700008,-73.86697804199997,POINT (-73.86697804199997 40.66713587700008) +10454382,02/17/2006,11:40:00,QUEENS,105,0,PVT HOUSE,true,18-24,M,BLACK,25-44,M,BLACK,1052769,185162,40.674646720000055,-73.75298452099996,POINT (-73.75298452099996 40.674646720000055) +10240260,01/30/2006,10:28:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1007628,183445,40.670168236000045,-73.91572748899993,POINT (-73.91572748899993 40.670168236000045) +86641730,09/08/2012,2:56:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,992297,188389,40.68376560900003,-73.97098738499993,POINT (-73.97098738499994 40.68376560900003) +26197186,01/08/2007,17:05:00,BROOKLYN,67,0,,true,18-24,M,BLACK,18-24,M,BLACK,997380,173775,40.643647334000036,-73.95268870799998,POINT (-73.95268870799998 40.643647334000036) +71054045,01/30/2010,23:50:00,BRONX,44,0,MULTI DWELL - APT BUILD,true,25-44,M,WHITE HISPANIC,25-44,F,WHITE,1004569,243311,40.83449271300003,-73.92657380099996,POINT (-73.92657380099996 40.83449271300003) +63047560,06/23/2009,19:00:00,QUEENS,102,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,WHITE,1030954,193887,40.698736773000064,-73.83156876499999,POINT (-73.831568765 40.698736773000064) +83243668,02/18/2012,3:58:00,BRONX,41,0,COMMERCIAL BLDG,true,25-44,M,BLACK,<18,M,WHITE HISPANIC,1013086,236614,40.81608766100004,-73.89582435399994,POINT (-73.89582435399994 40.81608766100004) +85643662,07/07/2012,3:40:00,BRONX,41,0,BAR/NIGHT CLUB,false,,,,18-24,M,BLACK,1013906,234824,40.811171898000055,-73.89286981499998,POINT (-73.89286981499998 40.811171898000055) +32155715,06/07/2007,4:30:00,MANHATTAN,23,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1002522,247219,40.84522350700007,-73.93396048499993,POINT (-73.93396048499993 40.84522350700007) +59090170,02/25/2009,11:32:00,QUEENS,106,0,PVT HOUSE,false,25-44,M,BLACK,25-44,F,BLACK,1038593,186508,40.67843954800003,-73.80407918299994,POINT (-73.80407918299994 40.67843954800003) +84830052,05/19/2012,3:59:00,QUEENS,113,0,PVT HOUSE,true,25-44,M,BLACK,18-24,M,BLACK,1047847,194355,40.69991604300003,-73.77064189899994,POINT (-73.77064189899994 40.69991604300003) +136666128,05/09/2014,4:42:00,BRONX,47,0,,true,25-44,M,BLACK,25-44,M,BLACK,1031192,262556,40.88721297600006,-73.83023049899998,POINT (-73.83023049899998 40.88721297600006) +76833550,01/13/2011,18:45:00,QUEENS,110,0,,false,,,,25-44,M,WHITE HISPANIC,1022488,207100,40.73504388200007,-73.86202532499993,POINT (-73.86202532499993 40.73504388200007) +73325409,06/22/2010,1:03:00,BRONX,41,0,,false,45-64,M,BLACK,25-44,M,WHITE HISPANIC,1015461,237096,40.81740254300007,-73.88724185399997,POINT (-73.88724185399997 40.81740254300007) +148809532,12/23/2015,22:30:00,BRONX,42,0,,false,18-24,M,BLACK,25-44,M,BLACK,1012989,241857,40.830478518000064,-73.89615233499995,POINT (-73.89615233499995 40.830478518000064) +83292064,02/21/2012,19:30:00,BRONX,44,0,,false,,,,18-24,M,BLACK,1006428,242389,40.83195761600007,-73.91985890399997,POINT (-73.91985890399997 40.83195761600007) +94417219,01/11/2014,19:15:00,BRONX,43,0,,false,,,,18-24,M,BLACK,1018546,242290,40.83164714900005,-73.87606978299993,POINT (-73.87606978299993 40.83164714900005) +162945059,03/19/2017,5:15:00,BROOKLYN,90,0,BAR/NIGHT CLUB,true,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1005709,197512,40.70878376700006,-73.92260036899995,POINT (-73.92260036899995 40.70878376700006) +64270763,07/31/2009,23:00:00,BRONX,46,0,BEAUTY/NAIL SALON,false,,,,18-24,F,BLACK,1006111,247691,40.846510852000044,-73.92098713599995,POINT (-73.92098713599995 40.846510852000044) +72609736,05/08/2010,16:02:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK,25-44,M,WHITE HISPANIC,1010825,242201,40.83142947500005,-73.90397063599994,POINT (-73.90397063599994 40.83142947500005) +34545400,09/11/2007,21:30:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,987441,188309,40.68354911000005,-73.98849609399997,POINT (-73.98849609399997 40.68354911000005) +85065261,06/02/2012,22:42:00,BROOKLYN,83,0,,true,,,,18-24,M,WHITE HISPANIC,1010421,187901,40.68239113100003,-73.90564187499997,POINT (-73.90564187499999 40.68239113100003) +34481492,09/18/2007,3:22:00,BROOKLYN,83,0,,false,18-24,M,BLACK,25-44,M,BLACK,1007914,190190,40.68868096800003,-73.91467282199994,POINT (-73.91467282199994 40.68868096800003) +66463022,10/05/2009,3:00:00,BRONX,43,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1024343,245556,40.840586951000034,-73.85510231799998,POINT (-73.85510231799998 40.840586951000034) +46931042,06/02/2008,12:30:00,BRONX,49,0,,false,45-64,M,BLACK,18-24,M,BLACK,1020358,246360,40.84281088700004,-73.86950005799997,POINT (-73.86950005799997 40.84281088700004) +89002113,02/05/2013,9:50:00,BROOKLYN,67,0,PVT HOUSE,false,65+,M,BLACK,25-44,F,BLACK,997174,173104,40.641805886000036,-73.95343229499997,POINT (-73.95343229499997 40.641805886000036) +23354124,07/08/2006,4:03:00,BRONX,46,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE HISPANIC,1008853,248195,40.84788697000005,-73.91107461799999,POINT (-73.91107461799999 40.84788697000005) +62374425,06/02/2009,23:59:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1009281,186911,40.67967710400006,-73.90975581999999,POINT (-73.90975581999999 40.67967710400006) +90284062,04/24/2013,19:52:00,MANHATTAN,32,0,,false,,,,45-64,M,BLACK,1000883,236356,40.81541092700007,-73.93991129499993,POINT (-73.93991129499993 40.81541092700008) +85646337,07/09/2012,0:36:00,STATEN ISLAND,120,0,,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,960345,172218,40.63935117200003,-74.08613535099995,POINT (-74.08613535099995 40.63935117200003) +143513681,06/07/2015,1:23:00,BROOKLYN,73,2,MULTI DWELL - 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PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,990954,203046,40.72399675400004,-73.97581508199994,POINT (-73.97581508199994 40.72399675400004) +139859069,11/27/2014,18:32:00,BRONX,41,0,,true,,,,25-44,M,BLACK,1012440,237118,40.81747308300004,-73.89815606799993,POINT (-73.89815606799993 40.81747308300004) +84945936,05/26/2012,2:28:00,BRONX,45,0,,true,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1025144,245986,40.84176350100006,-73.852204827,POINT (-73.852204827 40.84176350100006) +46322238,05/10/2008,3:55:00,BRONX,43,0,,false,18-24,M,WHITE HISPANIC,<18,M,BLACK,1020316,239179,40.82310129900002,-73.86969046099993,POINT (-73.86969046099993 40.82310129900002) +26805787,02/10/2007,18:45:00,BROOKLYN,71,0,,false,UNKNOWN,M,UNKNOWN,25-44,M,BLACK,998296,182325,40.66711380900006,-73.94937018099995,POINT (-73.94937018099995 40.667113809000064) +145031208,08/03/2015,22:30:00,BRONX,44,0,,false,,,,25-44,M,BLACK,1003984,243824,40.835902076000025,-73.92868633099994,POINT (-73.92868633099994 40.835902076000025) +189580006,11/02/2018,19:28:00,BROOKLYN,69,2,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1053494,161530,40.60977656700004,-73.75061339299998,POINT (-73.75061339299998 40.60977656700004) +94146873,12/22/2013,3:35:00,QUEENS,106,0,,true,25-44,M,WHITE HISPANIC,18-24,M,ASIAN / PACIFIC ISLANDER,1031320,188913,40.685082375000036,-73.83028358499998,POINT (-73.83028358499998 40.685082375000036) +48304775,07/12/2008,4:08:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,1021189,239209,40.82318003200004,-73.86653604299994,POINT (-73.86653604299994 40.82318003200004) +61223904,04/27/2009,21:00:00,MANHATTAN,25,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1001185,231635,40.80245251600008,-73.93883216699999,POINT (-73.93883216699999 40.80245251600008) +138882700,09/26/2014,11:58:00,BROOKLYN,81,0,CLOTHING BOUTIQUE,false,,,,45-64,M,BLACK,1005870,186814,40.679419849000055,-73.92205398799997,POINT (-73.92205398799997 40.679419849000055) +48460098,07/20/2008,3:19:00,BROOKLYN,63,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1006538,170247,40.63394542000003,-73.91970037399994,POINT (-73.91970037399994 40.63394542000003) +87811201,11/23/2012,22:18:00,BRONX,45,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1021910,182503,40.66753342700008,-73.86424848999997,POINT (-73.86424848999997 40.66753342700008) +65793018,09/15/2009,21:12:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,true,,,,18-24,M,BLACK,999849,193276,40.69716921200006,-73.94374677499997,POINT (-73.94374677499997 40.69716921200006) +33047080,07/11/2007,23:28:00,BROOKLYN,67,0,,true,,,,<18,M,BLACK,1006525,177472,40.653776519000075,-73.91972335699995,POINT (-73.91972335699995 40.653776519000075) +51787779,09/30/2008,21:56:00,STATEN ISLAND,120,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,962020,165682,40.62141559900005,-74.08007850499997,POINT (-74.08007850499997 40.62141559900005) +141078487,02/21/2015,3:10:00,BROOKLYN,81,0,,false,18-24,M,BLACK,25-44,M,BLACK,1005312,190540,40.68964821100008,-73.92405412199997,POINT (-73.92405412199997 40.68964821100008) +37902780,01/21/2008,6:01:00,MANHATTAN,10,0,RESTAURANT/DINER,false,,,,25-44,M,BLACK,984276,211026,40.74590243000005,-73.99990761599996,POINT (-73.99990761599996 40.74590243000005) +147520559,11/04/2015,14:55:00,BROOKLYN,73,0,MULTI DWELL - 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PUBLIC HOUS,false,UNKNOWN,M,BLACK,45-64,M,WHITE HISPANIC,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +92283063,08/24/2013,23:15:00,BROOKLYN,81,0,,false,,,,<18,M,BLACK,1003562,186782,40.67933735200006,-73.93037520199994,POINT (-73.93037520199994 40.67933735200006) +72674059,05/11/2010,22:05:00,MANHATTAN,30,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,996329,238263,40.820652506000044,-73.95636012799997,POINT (-73.95636012799997 40.820652506000044) +49834898,08/05/2008,9:40:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,999484,214810,40.75627543400003,-73.94501432899995,POINT (-73.94501432899995 40.75627543400003) +87408752,10/24/2012,18:37:00,BRONX,46,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,UNKNOWN,M,UNKNOWN,1008856,250062,40.85301132100005,-73.91105692199994,POINT (-73.91105692199994 40.85301132100005) +81286092,10/19/2011,1:45:00,BROOKLYN,79,0,,false,<18,M,BLACK,45-64,M,BLACK,996153,187214,40.68053615600007,-73.95708636499995,POINT (-73.95708636499995 40.68053615600007) +145192981,08/07/2015,18:29:00,BROOKLYN,63,2,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,18-24,M,BLACK,1000852,194727,40.70115004400003,-73.94012608099996,POINT (-73.94012608099996 40.70115004400004) +154080950,06/16/2016,22:54:00,BROOKLYN,67,0,,false,25-44,M,BLACK,25-44,M,BLACK,1002683,174305,40.64509262100006,-73.93357839899994,POINT (-73.93357839899994 40.64509262100006) +94137204,12/22/2013,3:04:00,MANHATTAN,32,0,,false,,,,18-24,M,BLACK,1001387,237266,40.81790765800002,-73.938088167,POINT (-73.938088167 40.81790765800002) +34377234,09/13/2007,16:18:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1009751,183566,40.670494494000025,-73.90807396199995,POINT (-73.90807396199995 40.670494494000025) +64773334,08/16/2009,0:12:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,F,BLACK,998314,192761,40.69575822900004,-73.94928351799997,POINT (-73.94928351799997 40.69575822900004) +80064999,07/31/2011,3:35:00,BROOKLYN,79,0,,false,,,,25-44,M,BLACK,1000272,187022,40.68000266400003,-73.942236182,POINT (-73.942236182 40.68000266400003) +84956634,05/26/2012,20:51:00,BROOKLYN,81,0,,true,,,,25-44,M,BLACK,1005243,187937,40.68250373800004,-73.92431103799998,POINT (-73.92431103799998 40.68250373800004) +37231974,12/21/2007,2:21:00,BRONX,41,0,,true,25-44,M,ASIAN / PACIFIC ISLANDER,18-24,M,WHITE HISPANIC,1014604,238800,40.82208252700008,-73.89033032599998,POINT (-73.89033032599998 40.82208252700008) +87388315,10/23/2012,22:56:00,QUEENS,114,0,,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1003160,220692,40.772412907000046,-73.931729267,POINT (-73.931729267 40.772412907000046) +84205618,04/14/2012,1:05:00,QUEENS,105,0,,false,18-24,M,BLACK,<18,F,BLACK,1055127,174565,40.64554184200006,-73.74459516099995,POINT (-73.74459516099995 40.64554184200006) +139891254,11/30/2014,20:34:00,BROOKLYN,67,0,,false,,,,18-24,F,BLACK,1005382,178382,40.656277070000044,-73.92383982399997,POINT (-73.92383982399997 40.656277070000044) +84319618,04/20/2012,15:18:00,BRONX,40,0,,false,,,,<18,M,BLACK,1004264,237133,40.81753656000007,-73.92769441999997,POINT (-73.92769441999997 40.81753656000007) +74824431,09/29/2010,0:02:00,MANHATTAN,1,0,MULTI DWELL - 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APT BUILD,false,<18,M,BLACK,<18,F,BLACK,1010979,250553,40.85435279800004,-73.90338085699995,POINT (-73.90338085699996 40.85435279800004) +49194497,07/24/2008,22:49:00,BROOKLYN,79,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,998608,193487,40.69775045800003,-73.94822174099994,POINT (-73.94822174099994 40.69775045800003) +148712779,12/20/2015,20:49:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1010788,183142,40.66932766100007,-73.90433739499997,POINT (-73.90433739499997 40.66932766100007) +91463279,07/04/2013,2:58:00,BROOKLYN,70,0,,false,,,,25-44,M,WHITE HISPANIC,995294,176595,40.65139047100007,-73.96020079799997,POINT (-73.96020079799997 40.65139047100007) +55215084,12/27/2008,21:27:00,MANHATTAN,32,0,,false,25-44,M,BLACK,18-24,M,BLACK,999358,236472,40.81573205300003,-73.94542041099999,POINT (-73.94542041099999 40.81573205300003) +142785496,05/09/2015,23:00:00,BROOKLYN,66,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK HISPANIC,987165,173378,40.64256690600007,-73.989497681,POINT (-73.989497681 40.64256690600007) +85347406,06/20/2012,1:53:00,BRONX,49,0,,false,,,,18-24,M,BLACK HISPANIC,1019744,245483,40.84040626900003,-73.87172381299997,POINT (-73.87172381299997 40.84040626900003) +33136950,07/17/2007,15:00:00,BROOKLYN,77,0,GROCERY/BODEGA,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1003530,185361,40.67543709800003,-73.930494637,POINT (-73.930494637 40.67543709800003) +16631497,05/29/2006,18:45:00,BROOKLYN,88,0,COMMERCIAL BLDG,true,25-44,M,BLACK,25-44,M,BLACK,994805,187991,40.68267055500007,-73.96194522799993,POINT (-73.96194522799993 40.68267055500007) +164577214,05/08/2017,20:53:00,BRONX,40,0,,false,,,,18-24,M,BLACK,1005028,234516,40.810351863000044,-73.92494232599995,POINT (-73.92494232599995 40.810351863000044) +59415613,03/07/2009,23:58:00,BROOKLYN,78,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,988941,187674,40.68180551100005,-73.98308819,POINT (-73.98308819 40.68180551100005) +81673782,11/13/2011,1:38:00,BRONX,46,0,,false,,,,25-44,M,BLACK,1011176,248451,40.84858283500005,-73.90267717899997,POINT (-73.90267717899997 40.84858283500005) +59591610,03/15/2009,5:41:00,QUEENS,103,0,BAR/NIGHT CLUB,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1039233,193692,40.69815398000002,-73.80171317699995,POINT (-73.80171317699995 40.69815398000002) +70892759,01/25/2010,1:33:00,BROOKLYN,81,0,,true,,,,25-44,M,BLACK,1005863,189395,40.686504121000034,-73.92207094799994,POINT (-73.92207094799994 40.686504121000034) +165264364,05/27/2017,22:34:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,1007435,180265,40.661440353000046,-73.91643415899993,POINT (-73.91643415899993 40.661440353000046) +55449314,01/05/2009,21:58:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,25-44,M,WHITE HISPANIC,1001747,228590,40.79409372500004,-73.936810155,POINT (-73.936810155 40.79409372500004) +80478300,08/27/2011,6:11:00,BRONX,41,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK HISPANIC,1011386,236764,40.81650475400005,-73.90196540799997,POINT (-73.90196540799997 40.81650475400005) +140806570,02/02/2015,13:33:00,MANHATTAN,33,0,MULTI DWELL - APT BUILD,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1001388,245170,40.83960187400004,-73.93806436499993,POINT (-73.93806436499993 40.83960187400004) +69526319,01/03/2010,18:10:00,BROOKLYN,66,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,18-24,M,BLACK,991580,173226,40.64214714600007,-73.97358906299998,POINT (-73.97358906299998 40.64214714600007) +86354762,08/21/2012,0:36:00,BRONX,47,0,BEAUTY/NAIL SALON,false,,,,<18,F,BLACK,1025793,268868,40.90456445000007,-73.84971737799998,POINT (-73.84971737799998 40.90456445000007) +77858487,03/23/2011,1:15:00,MANHATTAN,26,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,997306,234542,40.81043801200008,-73.952837473,POINT (-73.952837473 40.81043801200008) +156246004,08/28/2016,1:58:00,BRONX,42,0,,false,,,,18-24,M,WHITE HISPANIC,1014875,244467,40.83763587300007,-73.88932531599994,POINT (-73.88932531599994 40.837635873000075) +93685463,11/20/2013,19:18:00,BRONX,41,0,,false,,,,18-24,M,BLACK,1012075,239261,40.82335616800003,-73.89946585999998,POINT (-73.89946585999998 40.82335616800003) +80479768,08/27/2011,3:37:00,BROOKLYN,60,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,990284,154582,40.59097419900007,-73.97827563199996,POINT (-73.97827563199996 40.59097419900007) +142627469,05/04/2015,5:37:00,BROOKLYN,75,0,,false,25-44,M,UNKNOWN,25-44,M,BLACK,1015284,177482,40.65377760300004,-73.88815630399995,POINT (-73.88815630399995 40.65377760300004) +82419694,01/01/2012,4:00:00,QUEENS,113,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,25-44,M,BLACK,1043836,184168,40.67198305400007,-73.785197408,POINT (-73.785197408 40.67198305400007) +80541202,08/31/2011,23:15:00,BROOKLYN,75,0,,false,18-24,M,BLACK HISPANIC,18-24,M,BLACK,1019906,188861,40.68499298500007,-73.87143866099996,POINT (-73.87143866099996 40.68499298500007) +89002113,02/05/2013,9:50:00,BROOKLYN,67,0,PVT HOUSE,true,65+,M,BLACK,45-64,F,BLACK,997174,173104,40.641805886000036,-73.95343229499997,POINT (-73.95343229499997 40.641805886000036) +54579982,12/01/2008,18:30:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK HISPANIC,65+,M,WHITE HISPANIC,1001060,196146,40.705044473000044,-73.93937238299998,POINT (-73.93937238299998 40.705044473000044) +23650225,07/28/2006,19:24:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,1006376,181512,40.66486580000004,-73.92024708999998,POINT (-73.92024708999998 40.66486580000004) +25036112,10/29/2006,2:13:00,BROOKLYN,71,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1001356,179536,40.659453238000026,-73.93834695599996,POINT (-73.93834695599996 40.659453238000026) +137354847,06/21/2014,3:18:00,MANHATTAN,25,0,,false,,,,18-24,M,BLACK,1000598,231062,40.800880893000055,-73.94095380699997,POINT (-73.94095380699997 40.800880893000055) +75432710,11/06/2010,0:16:00,BRONX,48,0,,false,25-44,M,BLACK,25-44,M,BLACK,1017158,246883,40.84425887200007,-73.88106290399996,POINT (-73.88106290399996 40.84425887200007) +156246001,08/27/2016,3:08:00,BRONX,41,0,,false,18-24,M,BLACK HISPANIC,25-44,F,WHITE HISPANIC,1013481,239486,40.82396918900002,-73.89438481199994,POINT (-73.89438481199994 40.82396918900002) +136802075,05/18/2014,6:24:00,BROOKLYN,77,0,,false,25-44,M,BLACK,25-44,M,BLACK,998074,184626,40.673429889000026,-73.95016570099993,POINT (-73.95016570099993 40.673429889000026) +148937599,12/30/2015,14:44:00,BRONX,46,0,,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,1012119,252873,40.86071697500005,-73.89925031699994,POINT (-73.89925031699994 40.86071697500005) +68376157,12/01/2009,15:10:00,BRONX,41,0,,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1013033,238140,40.82027627300005,-73.89600928499993,POINT (-73.89600928499995 40.820276273000054) +154867062,07/14/2016,21:00:00,BRONX,42,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,999701,195491,40.70324912900003,-73.94427542599993,POINT (-73.94427542599993 40.703249129000035) +142961418,05/17/2015,1:37:00,BRONX,47,0,,false,,,,45-64,M,BLACK,1022401,261732,40.88499374000003,-73.86202876199997,POINT (-73.86202876199997 40.88499374000003) +37674492,01/13/2008,3:23:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1003606,185050,40.67458330800008,-73.93022154099998,POINT (-73.93022154099998 40.67458330800008) +163436270,04/04/2017,2:10:00,BROOKLYN,67,0,BAR/NIGHT CLUB,false,25-44,M,BLACK,45-64,M,BLACK,998504,173213,40.64210302800007,-73.94863966699995,POINT (-73.94863966699995 40.64210302800007) +80349679,08/17/2011,19:52:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1007424,239937,40.82522502300003,-73.91626822399996,POINT (-73.91626822399996 40.82522502300003) +50685000,08/31/2008,2:26:00,BROOKLYN,69,0,BEAUTY/NAIL SALON,false,25-44,M,BLACK,18-24,M,BLACK,1009631,174083,40.64446609400005,-73.90854223399998,POINT (-73.90854223399998 40.64446609400005) +39031781,02/10/2008,6:25:00,BROOKLYN,73,0,,false,UNKNOWN,F,WHITE HISPANIC,18-24,F,WHITE HISPANIC,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +144990022,08/02/2015,3:48:00,BROOKLYN,71,0,,false,,,,<18,M,BLACK,995147,180224,40.66135146400006,-73.960724697,POINT (-73.960724697 40.66135146400006) +25139792,11/03/2006,23:32:00,BROOKLYN,76,0,,false,18-24,M,BLACK,25-44,M,BLACK,987086,188344,40.683645298000044,-73.98977605399993,POINT (-73.98977605399993 40.683645298000044) +35768600,11/17/2007,1:08:00,BROOKLYN,75,0,FAST FOOD,false,25-44,M,BLACK,25-44,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +16895032,06/23/2006,13:10:00,BROOKLYN,90,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,982756,210140,40.74347045500008,-74.00539300399998,POINT (-74.00539300399998 40.74347045500008) +34627195,09/25/2007,23:42:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,UNKNOWN,25-44,M,WHITE HISPANIC,1006689,234968,40.811588415000074,-73.91894056699994,POINT (-73.91894056699994 40.811588415000074) +62122833,05/25/2009,2:30:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1000829,195754,40.703968961000044,-73.94020650199997,POINT (-73.94020650199997 40.703968961000044) +23354066,06/29/2006,18:46:00,QUEENS,113,0,BEAUTY/NAIL SALON,false,18-24,M,BLACK,25-44,F,BLACK,1046731,189586,40.68683423200008,-73.77471091499996,POINT (-73.77471091499996 40.68683423200008) +148712780,12/19/2015,6:11:00,BROOKLYN,81,0,,true,,,,25-44,M,BLACK,1004509,186445,40.678410246000055,-73.92696196299994,POINT (-73.92696196299994 40.678410246000055) +94738552,01/31/2014,21:14:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1011057,240448,40.82661729300003,-73.90313929099993,POINT (-73.90313929099993 40.82661729300003) +72837480,05/22/2010,1:15:00,QUEENS,114,2,MULTI DWELL - 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APT BUILD,false,18-24,M,BLACK,18-24,F,BLACK HISPANIC,1008274,245226,40.83973953100008,-73.91317803199998,POINT (-73.91317803199998 40.83973953100008) +73418148,06/26/2010,4:22:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,25-44,M,BLACK HISPANIC,998173,227824,40.79199761600006,-73.94971942099994,POINT (-73.94971942099994 40.79199761600006) +37523010,01/05/2008,21:49:00,BROOKLYN,62,0,PVT HOUSE,false,UNKNOWN,M,BLACK HISPANIC,45-64,M,WHITE,987661,162616,40.61302729800008,-73.98771585699996,POINT (-73.98771585699996 40.61302729800008) +147237491,10/24/2015,23:40:00,BROOKLYN,90,0,MULTI DWELL - APT BUILD,false,45-64,F,BLACK,45-64,M,BLACK HISPANIC,995921,198869,40.71252673300006,-73.95790262499997,POINT (-73.95790262499997 40.71252673300006) +171509873,11/11/2017,0:45:00,BRONX,48,0,,true,,,,25-44,M,WHITE HISPANIC,1013797,248387,40.84839879300005,-73.89320384199993,POINT (-73.89320384199993 40.84839879300005) +56373203,02/05/2009,23:46:00,QUEENS,115,0,PVT HOUSE,false,25-44,M,BLACK,UNKNOWN,M,UNKNOWN,1020711,217755,40.76429664600005,-73.86837958699994,POINT (-73.86837958699994 40.76429664600005) +64006641,07/23/2009,9:37:00,BROOKLYN,60,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1009741,238332,40.820813371000035,-73.90790244999994,POINT (-73.90790244999994 40.820813371000035) +32704129,06/23/2007,23:04:00,MANHATTAN,28,0,,false,UNKNOWN,M,BLACK,18-24,M,BLACK,997376,233927,40.80874990400008,-73.95258580599993,POINT (-73.95258580599993 40.80874990400008) +74455296,09/03/2010,18:28:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK,1014006,250406,40.853939645000025,-73.89243945199998,POINT (-73.89243945199999 40.853939645000025) +157387194,10/06/2016,23:24:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK HISPANIC,1007524,188555,40.684194302000044,-73.91608474599997,POINT (-73.91608474599997 40.684194302000044) +72238265,04/15/2010,18:56:00,BROOKLYN,84,0,,false,45-64,M,WHITE HISPANIC,45-64,M,BLACK,988897,192615,40.69536744700008,-73.98324342499996,POINT (-73.98324342499996 40.69536744700008) +151321351,03/17/2016,15:00:00,BRONX,43,0,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,18-24,M,BLACK,1021189,239209,40.82318003200004,-73.86653604299994,POINT (-73.86653604299994 40.82318003200004) +51292620,09/12/2008,20:30:00,BROOKLYN,67,0,,false,25-44,M,BLACK,25-44,M,BLACK,998032,175598,40.648650085000035,-73.95033556299995,POINT (-73.95033556299995 40.648650085000035) +34880354,10/07/2007,2:23:00,BRONX,52,0,,false,UNKNOWN,M,BLACK,18-24,M,WHITE HISPANIC,1017542,255919,40.86905853200005,-73.87963014799993,POINT (-73.87963014799993 40.86905853200005) +12679353,05/03/2006,0:20:00,BRONX,48,0,RESTAURANT/DINER,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1011811,246833,40.844139945000045,-73.90038861799998,POINT (-73.90038861799998 40.84413994500005) +83876791,03/25/2012,3:45:00,QUEENS,113,0,,true,,,,25-44,M,BLACK,1041221,189706,40.68720078400003,-73.79457747699998,POINT (-73.79457747699998 40.68720078400003) +76606766,12/26/2010,19:21:00,BROOKLYN,77,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1041409,193095,40.696501571000056,-73.79387084199995,POINT (-73.79387084199995 40.696501571000056) +60954929,04/17/2009,13:15:00,BROOKLYN,77,0,FAST FOOD,true,,,,18-24,M,BLACK,998172,186026,40.677272421000055,-73.94980951799994,POINT (-73.94980951799994 40.677272421000055) +66957864,10/19/2009,21:12:00,BROOKLYN,75,0,BEAUTY/NAIL SALON,true,25-44,M,BLACK,25-44,M,BLACK,1013181,183137,40.66930644100006,-73.89571115099994,POINT (-73.89571115099994 40.66930644100006) +74743265,09/23/2010,16:21:00,MANHATTAN,23,0,,false,UNKNOWN,U,UNKNOWN,<18,M,BLACK,998921,228031,40.79256456500008,-73.94701761499994,POINT (-73.94701761499994 40.792564565000085) +141003371,02/16/2015,3:13:00,BRONX,44,0,,false,25-44,M,BLACK,18-24,M,BLACK,1005920,246410,40.84299535500002,-73.92168162399997,POINT (-73.92168162399997 40.84299535500002) +77576522,03/05/2011,22:15:00,BRONX,47,0,PVT HOUSE,false,,,,18-24,M,BLACK,1022476,260798,40.882429881000064,-73.86176285599998,POINT (-73.86176285599998 40.882429881000064) +65928470,09/20/2009,4:10:00,BROOKLYN,72,0,PVT HOUSE,true,18-24,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,982699,176588,40.65137800700006,-74.00559097399997,POINT (-74.00559097399997 40.65137800700006) +88506502,01/10/2013,14:03:00,BROOKLYN,79,0,,false,18-24,M,BLACK,25-44,M,BLACK,999012,190814,40.69041302800008,-73.94677064199995,POINT (-73.94677064199995 40.69041302800008) +79093080,06/01/2011,20:30:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,true,18-24,M,BLACK,<18,M,BLACK,1002295,184332,40.672615329000045,-73.93494971999998,POINT (-73.93494971999998 40.672615329000045) +54120281,11/17/2008,20:21:00,BROOKLYN,71,0,SMALL MERCHANT,false,25-44,M,ASIAN / PACIFIC ISLANDER,25-44,M,BLACK,997886,180734,40.662747508000045,-73.95085131599996,POINT (-73.95085131599996 40.662747508000045) +148363830,12/07/2015,0:45:00,BRONX,47,0,,false,,,,25-44,M,BLACK,1024478,257224,40.87261146900005,-73.85454439799997,POINT (-73.85454439799997 40.87261146900005) +74998199,10/10/2010,2:34:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,true,,,,25-44,M,WHITE HISPANIC,1001375,195485,40.70322958000003,-73.93823794699995,POINT (-73.93823794699995 40.70322958000003) +163842830,04/16/2017,23:45:00,MANHATTAN,34,0,,false,,,,25-44,M,WHITE HISPANIC,1002899,248375,40.848395598000025,-73.93259466899997,POINT (-73.93259466899997 40.84839559800003) +172937544,12/24/2017,0:15:00,MANHATTAN,34,0,,false,,,,25-44,M,BLACK HISPANIC,1003327,249149,40.85051908500003,-73.93104546299998,POINT (-73.93104546299998 40.85051908500003) +25574776,12/02/2006,1:16:00,BROOKLYN,90,2,MULTI DWELL - 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PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,1036867,153432,40.587663570000075,-73.81055977899997,POINT (-73.81055977899997 40.587663570000075) +88452302,01/07/2013,17:07:00,BROOKLYN,67,0,PVT HOUSE,true,,,,25-44,F,BLACK,1001350,177586,40.65410092800005,-73.93837352599996,POINT (-73.93837352599996 40.65410092800005) +79409359,06/20/2011,18:39:00,BRONX,50,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1012082,259912,40.88003698600005,-73.89935484099993,POINT (-73.89935484099993 40.88003698600005) +75838651,12/04/2010,2:21:00,BROOKLYN,77,0,GROCERY/BODEGA,false,18-24,M,BLACK,18-24,M,BLACK,1005903,185476,40.67574726200007,-73.92193931099996,POINT (-73.92193931099996 40.67574726200007) +10454362,02/15/2006,23:40:00,BROOKLYN,83,0,NONE,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1006932,194749,40.70119693400005,-73.91819840499993,POINT (-73.91819840499993 40.70119693400006) +72051188,04/04/2010,16:24:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,false,,,,<18,M,BLACK,1005349,183457,40.67020689800006,-73.92394287799993,POINT (-73.92394287799993 40.67020689800006) +152146931,04/15/2016,1:15:00,BRONX,48,0,,false,<18,M,BLACK,25-44,M,WHITE HISPANIC,1014544,246299,40.84266531800005,-73.89051324599995,POINT (-73.89051324599995 40.84266531800005) +86735333,09/13/2012,20:45:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1006707,181142,40.66384939900007,-73.91905521599993,POINT (-73.91905521599995 40.66384939900007) +48006254,07/05/2008,0:45:00,BROOKLYN,69,0,,false,UNKNOWN,M,BLACK,<18,M,BLACK,1014241,174307,40.645066515000046,-73.89192934099998,POINT (-73.89192934099998 40.645066515000046) +86877081,09/23/2012,3:43:00,BRONX,41,0,,false,,,,18-24,M,BLACK,1014776,237838,40.81944151700003,-73.88971325499993,POINT (-73.88971325499993 40.81944151700003) +137696447,07/12/2014,4:40:00,BRONX,52,0,,false,,,,25-44,M,BLACK HISPANIC,1014182,255633,40.868285582000055,-73.89177990399996,POINT (-73.89177990399996 40.868285582000055) +29301885,05/29/2007,22:56:00,BROOKLYN,75,0,PVT HOUSE,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,1017398,187933,40.68245558600006,-73.88048616499998,POINT (-73.880486165 40.68245558600006) +47024513,06/06/2008,21:45:00,QUEENS,101,0,,false,18-24,M,BLACK,25-44,M,BLACK,1053648,159131,40.60319062200006,-73.75008340299998,POINT (-73.75008340299998 40.60319062200006) +16692681,06/04/2006,7:25:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1021153,182357,40.66713587700008,-73.86697804199997,POINT (-73.86697804199997 40.66713587700008) +63859932,07/19/2009,0:46:00,BROOKLYN,71,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,995688,182817,40.668467992000046,-73.95877033699998,POINT (-73.95877033699998 40.668467992000046) +84371227,04/24/2012,3:27:00,MANHATTAN,32,0,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,F,BLACK,1001752,241629,40.82988213900006,-73.93675809999998,POINT (-73.93675809999998 40.82988213900006) +173354054,01/06/2018,21:05:00,BRONX,47,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,18-24,M,BLACK HISPANIC,"1,024,405","267,090",40.89969085,-73.8547492,POINT (-73.8547492 40.89969085) +39546148,02/29/2008,23:40:00,BRONX,46,0,,true,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1011881,250411,40.85396027400003,-73.90012087499997,POINT (-73.90012087499997 40.85396027400004) +46497459,05/17/2008,14:18:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,18-24,M,BLACK,998481,184923,40.67424444300008,-73.94869783199994,POINT (-73.94869783199995 40.67424444300008) +151609049,03/28/2016,13:12:00,BROOKLYN,81,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,1002484,192110,40.69396377600003,-73.93424733399996,POINT (-73.93424733399996 40.69396377600003) +90929001,06/02/2013,2:36:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,1005473,182208,40.666778376000025,-73.92349980999995,POINT (-73.92349980999995 40.666778376000025) +34010731,08/26/2007,0:50:00,BRONX,50,0,,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1010176,259453,40.87878297800006,-73.90624912699997,POINT (-73.90624912699997 40.87878297800006) +92293263,08/25/2013,0:58:00,BROOKLYN,72,0,,true,18-24,M,BLACK HISPANIC,25-44,M,BLACK HISPANIC,984692,175339,40.64794989800004,-73.99840863399999,POINT (-73.99840863399999 40.64794989800004) +28575967,04/21/2007,3:52:00,QUEENS,110,0,,true,25-44,M,BLACK,18-24,M,BLACK HISPANIC,1020255,210816,40.74525274100006,-73.87006286999997,POINT (-73.87006286999997 40.74525274100006) +51110049,09/09/2008,19:29:00,BRONX,44,0,SHOE STORE,true,18-24,M,BLACK,25-44,M,BLACK,1007188,243233,40.83427221300008,-73.91710967899996,POINT (-73.91710967899996 40.83427221300008) +73388923,06/25/2010,15:51:00,QUEENS,113,0,,false,UNKNOWN,M,BLACK,25-44,F,BLACK,1046405,187113,40.680048726000045,-73.77590919399995,POINT (-73.77590919399995 40.680048726000045) +66881940,10/17/2009,4:15:00,BRONX,40,0,BAR/NIGHT CLUB,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK HISPANIC,1007529,235592,40.81329894800007,-73.91590390599998,POINT (-73.91590390599998 40.81329894800007) +92077659,08/12/2013,0:48:00,BROOKLYN,67,0,MULTI DWELL - 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APT BUILD,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1022839,208240,40.73817137200007,-73.86075225699994,POINT (-73.86075225699994 40.73817137200007) +35158621,10/18/2007,0:18:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,BLACK,45-64,M,BLACK,999816,176837,40.65204791600007,-73.94390374499993,POINT (-73.94390374499993 40.65204791600007) +50479067,08/23/2008,2:57:00,MANHATTAN,34,0,,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,1005079,254739,40.86585799700004,-73.92469529199997,POINT (-73.92469529199997 40.86585799700004) +35002052,10/12/2007,14:00:00,BROOKLYN,77,0,,false,18-24,M,BLACK,<18,M,BLACK,1003606,185050,40.67458330800008,-73.93022154099998,POINT (-73.93022154099998 40.67458330800008) +35855594,11/20/2007,21:15:00,BROOKLYN,67,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1004982,175895,40.64945174400003,-73.92528910399994,POINT (-73.92528910399994 40.64945174400003) +38940940,02/06/2008,17:38:00,MANHATTAN,32,0,,false,25-44,M,BLACK,<18,M,BLACK,1001207,238736,40.82194274000005,-73.93873476499994,POINT (-73.93873476499994 40.82194274000005) +79248727,06/10/2011,20:18:00,BRONX,52,0,,false,,,,25-44,M,WHITE HISPANIC,1010834,253341,40.862005457000066,-73.90389394899995,POINT (-73.90389394899995 40.862005457000066) +48006255,07/05/2008,0:42:00,BROOKLYN,73,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1009281,181211,40.66403188700008,-73.90977698599994,POINT (-73.90977698599994 40.66403188700008) +172750202,12/18/2017,18:25:00,QUEENS,101,0,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,45-64,F,BLACK,991258,203594,40.72550064600006,-73.97471775499997,POINT (-73.97471775499997 40.72550064600006) +184396810,06/22/2018,18:32:00,BROOKLYN,67,0,,false,18-24,M,BLACK,25-44,M,BLACK,"999,472","168,974",40.63046627,-73.94516121,POINT (-73.94516121 40.63046627) +33175434,07/19/2007,1:53:00,BROOKLYN,60,0,,true,18-24,M,WHITE,18-24,M,WHITE,990824,149705,40.57758741600002,-73.97633607099993,POINT (-73.97633607099993 40.57758741600002) +16814031,06/18/2006,3:43:00,MANHATTAN,30,0,FAST FOOD,true,,,,<18,M,BLACK,999751,241188,40.82867545800008,-73.94398971599996,POINT (-73.94398971599996 40.82867545800008) +73075716,06/06/2010,19:34:00,BRONX,41,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1014985,237377,40.81817547800006,-73.88896026599997,POINT (-73.88896026599997 40.81817547800006) +29210900,05/23/2007,23:42:00,BRONX,42,0,,false,UNKNOWN,M,BLACK,25-44,M,BLACK,1008798,238971,40.82256991600008,-73.91130716899994,POINT (-73.91130716899994 40.82256991600008) +94163097,12/23/2013,20:06:00,QUEENS,101,0,PVT HOUSE,false,,,,18-24,M,BLACK,1049865,156223,40.59523759500007,-73.76373502699995,POINT (-73.76373502699997 40.59523759500007) +162633212,03/08/2017,18:44:00,MANHATTAN,33,0,,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK HISPANIC,1000649,243113,40.83395740900005,-73.94074015499997,POINT (-73.94074015499997 40.83395740900005) +34114133,09/01/2007,23:26:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,1008427,183518,40.670366460000025,-73.91284696199995,POINT (-73.91284696199995 40.670366460000025) +81490826,11/02/2011,3:10:00,QUEENS,103,0,,false,,,,18-24,M,WHITE HISPANIC,1037559,194576,40.70059059000005,-73.80774319999993,POINT (-73.80774319999995 40.70059059000005) +59801053,03/22/2009,1:57:00,BROOKLYN,60,0,PVT HOUSE,true,18-24,M,ASIAN / PACIFIC ISLANDER,18-24,F,BLACK,983502,149474,40.576955772000076,-74.00269409599997,POINT (-74.00269409599997 40.576955772000076) +11118204,04/21/2006,18:20:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1009167,184323,40.67257395100006,-73.91017639799998,POINT (-73.91017639799998 40.67257395100007) +79853875,07/16/2011,3:38:00,BROOKLYN,83,0,PVT HOUSE,false,,,,25-44,M,BLACK,1009133,190954,40.69077462900003,-73.91027448199996,POINT (-73.91027448199996 40.69077462900003) +52214155,10/15/2008,19:13:00,MANHATTAN,5,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,<18,M,WHITE HISPANIC,984221,198452,40.711389864000076,-74.000106051,POINT (-74.000106051 40.71138986400008) +69904683,01/16/2010,23:55:00,BRONX,41,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1015252,236830,40.81667318500007,-73.88799815999994,POINT (-73.88799815999994 40.81667318500007) +69297260,12/27/2009,12:19:00,BROOKLYN,81,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1001180,192508,40.695058784000025,-73.93894872099996,POINT (-73.93894872099996 40.695058784000025) +93673024,11/19/2013,9:00:00,QUEENS,102,0,,false,18-24,F,BLACK,18-24,M,BLACK,1027393,192585,40.69518116800003,-73.84441941999995,POINT (-73.84441941999995 40.69518116800003) +153315118,05/21/2016,0:02:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1003508,185056,40.67459999000005,-73.93057482199998,POINT (-73.93057482199998 40.67459999000005) +85560593,07/03/2012,16:17:00,BRONX,47,0,,false,25-44,M,BLACK,25-44,M,BLACK,1026191,266757,40.898768559000075,-73.84829081899994,POINT (-73.84829081899994 40.898768559000075) +171171092,11/03/2017,7:42:00,BRONX,47,0,,true,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1021797,263197,40.88901729100007,-73.86420490499995,POINT (-73.86420490499995 40.88901729100007) +149231826,01/10/2016,3:32:00,BROOKLYN,81,0,PVT HOUSE,false,25-44,M,BLACK,25-44,M,BLACK,1003491,188217,40.683276255000074,-73.93062708399998,POINT (-73.93062708399998 40.683276255000074) +23650230,08/01/2006,0:07:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,UNKNOWN,U,UNKNOWN,25-44,F,BLACK,1011256,241481,40.82945197600003,-73.90241608299993,POINT (-73.90241608299993 40.82945197600003) +150560762,02/20/2016,23:22:00,BROOKLYN,72,0,,false,25-44,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,982276,175428,40.64819397400004,-74.00711505299995,POINT (-74.00711505299995 40.64819397400004) +46361472,05/11/2008,4:09:00,BRONX,40,0,,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1004926,234532,40.81039601900005,-73.92531074499993,POINT (-73.92531074499993 40.81039601900005) +28560895,04/19/2007,20:29:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,998109,194098,40.69942830600007,-73.95002004299994,POINT (-73.95002004299994 40.69942830600007) +49255304,07/26/2008,22:30:00,BRONX,46,0,,false,UNKNOWN,U,UNKNOWN,25-44,M,BLACK,1008176,249832,40.85238190900003,-73.91351577099994,POINT (-73.91351577099994 40.85238190900003) +47812336,06/28/2008,5:01:00,MANHATTAN,6,0,RESTAURANT/DINER,false,,,,25-44,F,BLACK,986176,205173,40.72983718300003,-73.99305230899995,POINT (-73.99305230899995 40.72983718300003) +173354054,01/06/2018,21:05:00,BRONX,47,0,MULTI DWELL - APT BUILD,false,18-24,M,WHITE HISPANIC,45-64,M,WHITE HISPANIC,"1,024,405","267,090",40.89969085,-73.8547492,POINT (-73.8547492 40.89969085) +74146166,08/14/2010,2:05:00,BRONX,46,0,,false,,,,<18,M,BLACK,1011852,253013,40.861102072000044,-73.90021498999994,POINT (-73.90021498999994 40.861102072000044) +79607270,07/02/2011,17:45:00,QUEENS,107,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1036428,206136,40.73232669400005,-73.81173252199994,POINT (-73.81173252199994 40.73232669400005) +183190793,05/27/2018,0:45:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,"1,000,104","173,345",40.64246262,-73.94287404,POINT (-73.94287404 40.64246262) +24643627,10/04/2006,21:30:00,BRONX,48,0,,false,25-44,M,BLACK,18-24,M,BLACK HISPANIC,1011811,246833,40.844139945000045,-73.90038861799998,POINT (-73.90038861799998 40.84413994500005) +46889817,05/31/2008,2:48:00,BROOKLYN,73,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,18-24,M,BLACK,1007628,183445,40.670168236000045,-73.91572748899993,POINT (-73.91572748899993 40.670168236000045) +52144006,10/10/2008,1:38:00,MANHATTAN,7,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,WHITE HISPANIC,989347,198846,40.71246983300006,-73.981615918,POINT (-73.981615918 40.71246983300006) +28892743,05/07/2007,16:52:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1007628,183445,40.670168236000045,-73.91572748899993,POINT (-73.91572748899993 40.670168236000045) +140821311,02/03/2015,18:09:00,BROOKLYN,75,0,,false,<18,M,BLACK,18-24,M,BLACK,1019007,183689,40.67080060200004,-73.87470680099993,POINT (-73.87470680099993 40.67080060200004) +83579081,03/08/2012,18:28:00,BROOKLYN,90,0,,false,<18,M,BLACK,25-44,F,BLACK,999666,194509,40.700553831000036,-73.94440390499993,POINT (-73.94440390499993 40.70055383100004) +85875439,07/22/2012,21:35:00,BRONX,42,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,<18,M,BLACK,1011047,239814,40.82487717500004,-73.90317795599998,POINT (-73.90317795599998 40.82487717500004) +47156719,06/10/2008,18:40:00,QUEENS,113,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK,<18,M,BLACK,1044350,188827,40.68476744400005,-73.78330292799996,POINT (-73.78330292799997 40.68476744400005) +184246884,06/21/2018,18:40:00,BROOKLYN,69,0,,false,25-44,M,BLACK,25-44,M,BLACK,"1,006,887","171,672",40.63785586,-73.91843819,POINT (-73.91843819 40.63785586) +166412375,06/24/2017,5:05:00,QUEENS,103,0,,false,25-44,M,BLACK,25-44,M,BLACK,1041690,194462,40.70025183800004,-73.79284582599996,POINT (-73.79284582599996 40.70025183800004) +38404523,01/25/2008,23:19:00,BRONX,48,0,,false,25-44,M,BLACK,18-24,M,BLACK,1016309,247659,40.84639188600005,-73.88412770999997,POINT (-73.88412770999997 40.84639188600005) +79008483,05/29/2011,21:19:00,BRONX,41,0,,false,25-44,M,BLACK,<18,M,BLACK,1015248,235512,40.81305566000003,-73.88801869799995,POINT (-73.88801869799995 40.81305566000003) +69379175,12/29/2009,14:00:00,BROOKLYN,62,0,JEWELRY STORE,false,18-24,M,BLACK HISPANIC,<18,M,BLACK,985040,159310,40.60395362500003,-73.99715644099996,POINT (-73.99715644099996 40.60395362500003) +93741889,11/22/2013,21:30:00,BRONX,45,0,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1032930,239207,40.82311764100007,-73.82411439699997,POINT (-73.82411439699997 40.82311764100007) +94424905,01/10/2014,17:25:00,BRONX,46,0,MULTI DWELL - APT BUILD,false,25-44,F,BLACK,<18,M,WHITE HISPANIC,1011751,250275,40.85358740100002,-73.90059135599995,POINT (-73.90059135599995 40.85358740100002) +64854626,08/18/2009,15:50:00,QUEENS,103,0,,false,,,,18-24,M,BLACK,1040617,192274,40.69425320200002,-73.79673386399996,POINT (-73.79673386399996 40.69425320200002) +67847586,11/15/2009,3:45:00,BROOKLYN,73,0,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1009347,183819,40.67119007600007,-73.90952938099997,POINT (-73.90952938099997 40.67119007600007) +93179714,10/19/2013,2:15:00,BRONX,42,0,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1015394,243245,40.83428002400007,-73.88745536999993,POINT (-73.88745536999993 40.83428002400007) +75847749,12/05/2010,11:20:00,BRONX,50,0,MULTI DWELL - APT BUILD,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK HISPANIC,1011368,257383,40.873097888000075,-73.90194705699997,POINT (-73.90194705699997 40.873097888000075) +24699540,10/09/2006,1:05:00,BRONX,46,2,MULTI DWELL - PUBLIC HOUS,false,UNKNOWN,M,BLACK HISPANIC,25-44,M,BLACK,1005802,247998,40.84735423700005,-73.92210299699997,POINT (-73.92210299699997 40.84735423700005) +33478089,07/30/2007,22:20:00,BROOKLYN,70,0,,false,25-44,M,BLACK,25-44,M,BLACK,995793,173152,40.64193954300004,-73.95840837999998,POINT (-73.95840837999998 40.64193954300004) +35306477,10/25/2007,23:50:00,BRONX,44,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1008274,245226,40.83973953100008,-73.91317803199998,POINT (-73.91317803199998 40.83973953100008) +92597744,09/14/2013,4:00:00,STATEN ISLAND,120,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,961645,164277,40.61755821700007,-74.08142462899998,POINT (-74.08142462899998 40.61755821700007) +165720220,06/10/2017,21:00:00,BRONX,40,0,,false,,,,25-44,M,WHITE HISPANIC,1007726,238645,40.82167805200004,-73.91518154599999,POINT (-73.91518154599999 40.82167805200004) +72806026,05/19/2010,19:20:00,BRONX,43,0,,false,25-44,M,WHITE HISPANIC,45-64,M,WHITE HISPANIC,1021043,241958,40.83072585600007,-73.86704848399995,POINT (-73.86704848399997 40.83072585600007) +71825656,03/19/2010,2:00:00,MANHATTAN,25,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,WHITE,1032930,239207,40.82311764100007,-73.82411439699997,POINT (-73.82411439699997 40.82311764100007) +94724170,02/02/2014,0:45:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1009905,180751,40.662767503000055,-73.90752952599996,POINT (-73.90752952599996 40.662767503000055) +86087358,08/03/2012,23:50:00,BRONX,42,0,GROCERY/BODEGA,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +85977417,07/28/2012,2:25:00,STATEN ISLAND,120,0,COMMERCIAL BLDG,false,,,,18-24,M,BLACK,963050,168139,40.62816207200007,-74.076375951,POINT (-74.076375951 40.62816207200007) +137591691,07/06/2014,21:35:00,BROOKLYN,79,0,DRY CLEANER/LAUNDRY,false,,,,25-44,M,ASIAN / PACIFIC ISLANDER,996798,189795,40.687619522000034,-73.95475607599997,POINT (-73.95475607599997 40.687619522000034) +174159493,01/29/2018,12:45:00,BROOKLYN,79,0,,true,18-24,M,BLACK,45-64,M,BLACK,"999,969","192,461",40.69493201,-73.94331592,POINT (-73.94331592 40.69493201000001) +74461885,09/04/2010,0:01:00,BROOKLYN,73,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK,1021910,182503,40.66753342700008,-73.86424848999997,POINT (-73.86424848999997 40.66753342700008) +44576544,03/15/2008,16:43:00,BROOKLYN,73,0,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1009167,184323,40.67257395100006,-73.91017639799998,POINT (-73.91017639799998 40.67257395100007) +155595506,08/08/2016,16:15:00,BROOKLYN,63,0,,false,,,,18-24,M,BLACK,1001448,164980,40.619499957000066,-73.93805246399995,POINT (-73.93805246399995 40.619499957000066) +184396803,06/24/2018,23:02:00,BROOKLYN,81,0,,true,,,,25-44,M,BLACK,"1,005,319","190,473",40.6894643,-73.92402909,POINT (-73.92402909 40.6894643) +25754259,12/12/2006,11:28:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK HISPANIC,<18,M,BLACK,990007,192515,40.69509231700005,-73.979240625,POINT (-73.979240625 40.69509231700005) +168306279,08/20/2017,2:45:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,999484,214810,40.75627543400003,-73.94501432899995,POINT (-73.94501432899995 40.75627543400003) +91057890,06/09/2013,21:00:00,BROOKLYN,75,0,MULTI DWELL - 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APT BUILD,false,UNKNOWN,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,940771,167798,40.62714476600007,-74.15663531199993,POINT (-74.15663531199993 40.62714476600007) +157166347,09/29/2016,20:09:00,BROOKLYN,75,0,,false,,,,25-44,M,WHITE HISPANIC,1018637,182648,40.66794473600004,-73.87604591299998,POINT (-73.87604591299998 40.66794473600004) +62242975,05/29/2009,19:00:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,F,BLACK,1002013,185753,40.67651622300008,-73.93596257699994,POINT (-73.93596257699994 40.67651622300008) +170435753,10/15/2017,0:20:00,BRONX,52,0,,false,,,,<18,M,WHITE HISPANIC,1013845,255488,40.86788873800003,-73.89299899499997,POINT (-73.89299899499997 40.86788873800003) +72189009,04/12/2010,19:28:00,MANHATTAN,30,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,25-44,M,BLACK,1000042,241620,40.829860659000076,-73.94293719299998,POINT (-73.94293719299998 40.829860659000076) +34562749,09/23/2007,0:33:00,MANHATTAN,25,0,MULTI DWELL - APT BUILD,false,UNKNOWN,M,UNKNOWN,25-44,M,BLACK,1000598,231062,40.800880893000055,-73.94095380699997,POINT (-73.94095380699997 40.800880893000055) +150101993,02/04/2016,17:38:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1004500,180655,40.662518015000046,-73.92701180399997,POINT (-73.92701180399997 40.662518015000046) +161311802,01/27/2017,18:45:00,BROOKLYN,75,0,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1037554,154246,40.58989372800004,-73.80807989899995,POINT (-73.80807989899995 40.58989372800005) +91177905,06/15/2013,21:39:00,STATEN ISLAND,120,2,,false,18-24,M,BLACK,25-44,F,WHITE HISPANIC,960238,173392,40.64257326000006,-74.08652506899993,POINT (-74.08652506899993 40.64257326000006) +50743484,09/01/2008,23:19:00,BROOKLYN,73,0,,false,<18,M,BLACK,25-44,M,BLACK,1008093,188644,40.684437073000026,-73.91403284799998,POINT (-73.91403284799998 40.684437073000026) +81182107,10/13/2011,15:36:00,BROOKLYN,75,0,GAS STATION,false,,,,18-24,M,BLACK,1016008,185359,40.67539564000003,-73.88550993999998,POINT (-73.88550993999998 40.67539564000003) +148712783,12/19/2015,16:04:00,BROOKLYN,77,0,,true,,,,18-24,M,BLACK,1002388,185584,40.676051596000036,-73.93461108799994,POINT (-73.93461108799994 40.676051596000036) +24248679,09/10/2006,14:20:00,BROOKLYN,75,2,MULTI DWELL - APT BUILD,true,UNKNOWN,U,UNKNOWN,18-24,M,BLACK,1013210,182271,40.66692937100004,-73.89561033099994,POINT (-73.89561033099994 40.66692937100004) +73405770,06/27/2010,4:14:00,BRONX,47,0,,false,,,,25-44,F,BLACK,1023551,263366,40.88947350500007,-73.85786021699995,POINT (-73.85786021699995 40.88947350500007) +46175332,05/04/2008,2:55:00,MANHATTAN,32,0,,false,UNKNOWN,U,UNKNOWN,25-44,F,BLACK,1000746,237029,40.817258380000055,-73.94040458099995,POINT (-73.94040458099995 40.817258380000055) +86547358,09/02/2012,14:29:00,BROOKLYN,73,0,GROCERY/BODEGA,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK,1009771,186210,40.67775161900005,-73.90799185299994,POINT (-73.90799185299994 40.67775161900005) +68017014,11/20/2009,15:27:00,QUEENS,100,0,,false,18-24,M,BLACK,18-24,M,BLACK,1036549,153377,40.58751448900005,-73.81170512499993,POINT (-73.81170512499993 40.58751448900005) +81675999,11/12/2011,23:00:00,BROOKLYN,83,0,,true,,,,25-44,M,WHITE HISPANIC,1010002,188633,40.68440153300003,-73.90714978199998,POINT (-73.90714978199998 40.68440153300003) +91500047,07/07/2013,1:35:00,QUEENS,114,2,MULTI DWELL - 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APT BUILD,true,25-44,M,BLACK,25-44,M,BLACK,1025627,266936,40.89926251900005,-73.850329833,POINT (-73.850329833 40.89926251900005) +217650442,09/09/2020,01:56:00,BRONX,40,0,RESTAURANT/DINER,false,,,,25-44,M,BLACK,999439,178174,40.655718343000046,-73.94525938899994,POINT (-73.94525938899994 40.655718343000046) +217218948,08/28/2020,20:58:00,BRONX,42,0,,false,18-24,M,BLACK,25-44,M,BLACK,1008524,247043,40.84472598000008,-73.91226794799998,POINT (-73.91226794799998 40.84472598000008) +219975711,10/31/2020,19:04:00,MANHATTAN,28,0,MULTI DWELL - APT BUILD,false,25-44,M,UNKNOWN,25-44,F,BLACK,999414,193607,40.698078486000036,-73.94531476999998,POINT (-73.94531476999998 40.698078486000036) +222416923,12/30/2020,11:39:00,BROOKLYN,71,0,,false,,,,25-44,M,BLACK,1010408,183068,40.66912567900005,-73.90570750399996,POINT (-73.90570750399996 40.66912567900005) +217704610,09/10/2020,01:39:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,F,BLACK,998527,185573,40.67602847200004,-73.94853062299995,POINT (-73.94853062299995 40.67602847200004) +215817237,07/27/2020,22:00:00,BROOKLYN,75,0,,false,,,,18-24,F,BLACK HISPANIC,1020360,211782,40.74790373800005,-73.86967874999993,POINT (-73.86967874999993 40.74790373800005) +215225148,07/11/2020,22:25:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,961299,162834,40.61359659200008,-74.08266601399998,POINT (-74.08266601399998 40.61359659200008) +221940310,12/16/2020,22:27:00,BROOKLYN,75,0,,false,18-24,M,BLACK,18-24,M,BLACK,999428,236544,40.815929553000046,-73.94516735699995,POINT (-73.94516735699995 40.815929553000046) +212336415,04/24/2020,02:53:00,BRONX,43,0,,false,18-24,M,BLACK,18-24,M,BLACK,1002864,230116,40.79827989900008,-73.93277182499997,POINT (-73.93277182499997 40.79827989900008) +219975240,10/31/2020,13:16:00,QUEENS,100,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,<18,M,WHITE HISPANIC,1006230,234035,40.809028744000045,-73.92060175899996,POINT (-73.92060175899996 40.809028744000045) +220555210,11/14/2020,19:50:00,STATEN ISLAND,121,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,996026,171542,40.63752013100003,-73.95757161699999,POINT (-73.95757161699999 40.63752013100003) +216646420,08/14/2020,21:40:00,QUEENS,103,0,,false,25-44,M,BLACK,25-44,M,BLACK,1003508,185056,40.67459999000005,-73.93057482199998,POINT (-73.93057482199998 40.67459999000005) +215769254,07/25/2020,21:10:00,BROOKLYN,79,0,,false,,,,18-24,M,BLACK,1025439,258185,40.87524468400005,-73.85106369699997,POINT (-73.85106369699997 40.87524468400005) +217368574,09/02/2020,07:54:00,QUEENS,101,2,,false,,,,25-44,M,BLACK,998043,178813,40.65747454300004,-73.95028934799996,POINT (-73.95028934799996 40.65747454300004) +221766738,12/12/2020,01:00:00,QUEENS,103,0,HOTEL/MOTEL,false,,,,25-44,M,WHITE HISPANIC,1016328,250445,40.85403855800007,-73.88404570699998,POINT (-73.88404570699998 40.85403855800007) +216360027,08/08/2020,21:00:00,BRONX,42,0,,true,25-44,M,WHITE HISPANIC,25-44,M,BLACK,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +219687218,10/24/2020,00:05:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1008343,233456,40.80743404000003,-73.912970923,POINT (-73.912970923 40.80743404000003) +216560785,08/13/2020,03:50:00,BRONX,46,0,,false,,,,<18,M,BLACK,1018309,183847,40.67123699000007,-73.87722220199998,POINT (-73.87722220199998 40.67123699000007) +209281503,02/09/2020,02:27:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,BLACK,1022705,215793,40.75890301700008,-73.86119261,POINT (-73.86119261 40.75890301700008) +217315223,09/01/2020,18:30:00,BROOKLYN,81,0,,false,25-44,M,BLACK,25-44,M,BLACK,1003337,179537,40.65945193500005,-73.93120691499998,POINT (-73.93120691499998 40.65945193500005) +219708180,10/25/2020,21:35:00,QUEENS,107,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,F,BLACK,1013655,177161,40.65290208700002,-73.89402853999997,POINT (-73.89402853999997 40.65290208700002) +213188080,05/16/2020,00:45:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,999751,241188,40.82867545800008,-73.94398971599996,POINT (-73.94398971599996 40.82867545800008) +216795979,08/19/2020,22:05:00,MANHATTAN,25,0,,false,,,,25-44,M,BLACK,996424,210017,40.743124599000055,-73.95606807299998,POINT (-73.95606807299998 40.743124599000055) +221114579,11/29/2020,20:30:00,QUEENS,105,0,HOSPITAL,false,,,,25-44,M,BLACK,1026934,240787,40.82748529600008,-73.84576861199997,POINT (-73.84576861199997 40.82748529600008) +216644902,08/14/2020,00:43:00,QUEENS,105,0,PVT HOUSE,false,,,,18-24,F,BLACK,1017742,211575,40.74734587900008,-73.87912825399997,POINT (-73.87912825399997 40.74734587900008) +214948380,07/05/2020,15:00:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1010325,237183,40.81765798700008,-73.90579692299998,POINT (-73.90579692299998 40.81765798700008) +214693789,06/28/2020,16:57:00,MANHATTAN,23,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK,18-24,M,BLACK,1053494,161530,40.60977656700004,-73.75061339299998,POINT (-73.75061339299998 40.60977656700004) +215536327,07/20/2020,00:08:00,BRONX,47,0,,false,,,,<18,M,BLACK,1014985,237377,40.81817547800006,-73.88896026599997,POINT (-73.88896026599997 40.81817547800006) +206931574,01/04/2020,05:19:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1001747,228590,40.79409372500004,-73.936810155,POINT (-73.936810155 40.79409372500004) +214778105,06/30/2020,20:00:00,BROOKLYN,71,0,,false,18-24,M,BLACK,18-24,M,BLACK,1015634,248300,40.84815366600003,-73.88656442099993,POINT (-73.88656442099993 40.84815366600003) +218631781,10/01/2020,00:00:00,BRONX,44,0,,false,,,,25-44,M,BLACK,1021910,182503,40.66753342700008,-73.86424848999997,POINT (-73.86424848999997 40.66753342700008) +214432033,06/20/2020,21:00:00,BRONX,46,0,,false,,,,18-24,M,WHITE HISPANIC,995724,174752,40.646331289000045,-73.95865428799993,POINT (-73.95865428799993 40.646331289000045) +216560787,08/13/2020,11:40:00,BRONX,42,2,MULTI DWELL - 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APT BUILD,false,,,,18-24,F,BLACK,1014049,249313,40.85093954100006,-73.89228887299998,POINT (-73.89228887299998 40.850939541000066) +215475757,07/18/2020,16:00:00,BROOKLYN,77,0,COMMERCIAL BLDG,true,45-64,M,BLACK,18-24,M,BLACK,1017522,242107,40.83114878400005,-73.87977100099994,POINT (-73.87977100099994 40.83114878400005) +214874082,07/02/2020,18:41:00,BROOKLYN,73,0,,true,25-44,M,BLACK,18-24,M,BLACK,1014247,254035,40.863899339000056,-73.89155204499998,POINT (-73.89155204499998 40.863899339000056) +218271512,09/23/2020,21:35:00,MANHATTAN,28,0,,false,,,,25-44,M,BLACK,1041709,196835,40.70676502500004,-73.79275705599997,POINT (-73.79275705599997 40.70676502500004) +220558391,11/14/2020,11:30:00,BROOKLYN,67,0,,false,,,,18-24,F,BLACK,989890,184527,40.673167153000065,-73.97966923499997,POINT (-73.97966923499997 40.673167153000065) +215302968,07/14/2020,02:15:00,BRONX,48,0,,false,,,,<18,M,WHITE HISPANIC,1051960,160392,40.606664855000076,-73.75614960299998,POINT (-73.75614960299998 40.606664855000076) +217212138,08/29/2020,06:30:00,BROOKLYN,67,0,,false,,,,25-44,F,BLACK,996644,209958,40.74296235400004,-73.95527424799997,POINT (-73.95527424799997 40.74296235400004) +215871517,07/28/2020,02:55:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1002118,242744,40.83294176100002,-73.93543259299997,POINT (-73.93543259299997 40.83294176100002) +217421309,09/03/2020,22:15:00,BRONX,47,0,PVT HOUSE,false,18-24,M,BLACK,<18,M,BLACK,980278,196577,40.70624253900007,-74.01432761799998,POINT (-74.01432761799998 40.70624253900007) +215034245,07/07/2020,11:46:00,BROOKLYN,77,0,,true,,,,25-44,M,BLACK,1011129,252656,40.860124446000036,-73.90283020099997,POINT (-73.90283020099997 40.860124446000036) +217077237,08/26/2020,18:15:00,QUEENS,113,0,,false,,,,18-24,M,BLACK,999794,241252,40.82885104500008,-73.94383419099995,POINT (-73.94383419099995 40.82885104500008) +221772530,12/13/2020,03:55:00,QUEENS,101,0,,false,,,,45-64,M,BLACK,984110,188364,40.683700646000034,-74.00050622499998,POINT (-74.000506225 40.683700646000034) +218096536,09/20/2020,03:08:00,BROOKLYN,76,0,,false,,,,25-44,M,BLACK,1056363,199052,40.712742846000026,-73.739879219,POINT (-73.739879219 40.712742846000026) +212640102,05/02/2020,15:18:00,BRONX,49,0,,true,45-64,M,WHITE,45-64,M,WHITE HISPANIC,999113,214335,40.75497231100008,-73.94635450299995,POINT (-73.94635450299995 40.75497231100008) +216213075,08/06/2020,04:24:00,QUEENS,102,0,,false,,,,18-24,M,WHITE,1000558,231080,40.80093037300003,-73.94109824099996,POINT (-73.94109824099996 40.80093037300003) +217077238,08/26/2020,21:15:00,BRONX,47,0,,false,,,,18-24,M,BLACK,1038635,185105,40.674588380000046,-73.80393908099995,POINT (-73.80393908099995 40.674588380000046) +218091265,09/18/2020,00:08:00,BROOKLYN,90,0,,false,18-24,M,BLACK,45-64,M,ASIAN / PACIFIC ISLANDER,1000638,188057,40.682842833000045,-73.94091409899994,POINT (-73.94091409899994 40.682842833000045) +215768195,07/25/2020,00:40:00,MANHATTAN,24,0,,true,,,,45-64,M,WHITE HISPANIC,998205,190419,40.68933015300007,-73.94968144799998,POINT (-73.94968144799998 40.68933015300007) +214431183,06/20/2020,04:55:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1009279,179175,40.65844352300008,-73.90979175299998,POINT (-73.90979175299998 40.65844352300008) +216209198,08/05/2020,21:25:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1017624,245990,40.84180610100003,-73.87938309899994,POINT (-73.87938309899994 40.84180610100003) +215643886,07/22/2020,11:20:00,STATEN ISLAND,120,0,,true,45-64,M,BLACK,25-44,M,BLACK,1055599,196585,40.70597773800005,-73.74266120599998,POINT (-73.74266120599998 40.70597773800005) +217218950,08/30/2020,01:18:00,BROOKLYN,69,0,,false,,,,25-44,M,BLACK,986481,148626,40.57462792900003,-73.99197054399998,POINT (-73.99197054399998 40.57462792900003) +213188084,05/16/2020,20:40:00,QUEENS,105,0,,false,18-24,M,BLACK,18-24,M,BLACK,996581,173718,40.64349203000006,-73.95556793399999,POINT (-73.95556793399999 40.64349203000006) +217220154,08/30/2020,23:13:00,MANHATTAN,32,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1026486,262591,40.88733281800006,-73.84725001299995,POINT (-73.84725001299995 40.88733281800006) +217220154,08/30/2020,23:13:00,MANHATTAN,32,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,WHITE HISPANIC,18-24,M,BLACK,1026486,262591,40.88733281800006,-73.84725001299995,POINT (-73.84725001299995 40.88733281800006) +214947246,07/05/2020,00:57:00,MANHATTAN,32,0,,false,,,,25-44,M,BLACK,1007050,172316,40.639623080000035,-73.91784870899994,POINT (-73.91784870899994 40.639623080000035) +216511816,08/12/2020,10:00:00,BROOKLYN,84,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,1016850,255804,40.868745475000026,-73.88213271499995,POINT (-73.88213271499995 40.868745475000026) +209468786,02/12/2020,02:30:00,MANHATTAN,25,0,,true,18-24,M,WHITE HISPANIC,25-44,M,BLACK,1039749,190809,40.69023761000005,-73.79987605699995,POINT (-73.79987605699995 40.69023761000005) +215255273,07/13/2020,21:45:00,BROOKLYN,69,2,MULTI DWELL - PUBLIC HOUS,false,,,,45-64,M,BLACK,1042044,192693,40.69539405300003,-73.79158431999997,POINT (-73.79158431999997 40.69539405300003) +217218948,08/28/2020,20:58:00,BRONX,42,0,,true,18-24,M,BLACK HISPANIC,25-44,M,BLACK,998684,229230,40.79585588600002,-73.94787095499998,POINT (-73.94787095499998 40.79585588600002) +219373143,10/18/2020,02:25:00,BROOKLYN,67,0,,false,18-24,M,BLACK,25-44,M,BLACK,1004426,187539,40.681413218000046,-73.92725792699997,POINT (-73.92725792699997 40.68141321800005) +214214864,06/15/2020,12:18:00,BRONX,45,0,,false,<18,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,989362,204786,40.72877369400004,-73.98155730099995,POINT (-73.98155730099995 40.72877369400004) +215087167,07/08/2020,00:43:00,MANHATTAN,25,0,GROCERY/BODEGA,true,,,,25-44,M,BLACK,1001424,152833,40.58615896100008,-73.93816979699994,POINT (-73.93816979699994 40.58615896100008) +214467131,06/22/2020,02:27:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1039595,192439,40.69471253700004,-73.80041797699994,POINT (-73.80041797699994 40.69471253700004) +213818584,06/03/2020,20:35:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1007737,236070,40.81461037400004,-73.91515081399997,POINT (-73.91515081399997 40.81461037400004) +216651450,08/15/2020,22:00:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,false,,,,45-64,F,BLACK,1020637,237482,40.81844220100004,-73.86853985099998,POINT (-73.86853985099998 40.81844220100004) +206909665,01/02/2020,20:20:00,BROOKLYN,72,0,,false,,,,25-44,M,WHITE HISPANIC,1000960,172565,40.640320114000076,-73.93979151099995,POINT (-73.93979151099995 40.640320114000076) +216651450,08/15/2020,22:00:00,BROOKLYN,75,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,997487,188671,40.68453339600006,-73.95227389999997,POINT (-73.95227389999997 40.68453339600006) +216745338,08/18/2020,16:45:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,,,,45-64,M,BLACK,1009060,180294,40.66151554700008,-73.910576957,POINT (-73.910576957 40.66151554700008) +214513455,06/23/2020,22:04:00,BROOKLYN,63,0,PVT HOUSE,false,,,,25-44,U,BLACK,1010372,251078,40.85579558300003,-73.90557300699999,POINT (-73.90557300699999 40.85579558300004) +216651449,08/15/2020,20:31:00,BRONX,49,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,UNKNOWN,18-24,M,BLACK,1001301,243896,40.836105283000045,-73.93838202299997,POINT (-73.93838202299997 40.836105283000045) +212903585,05/08/2020,01:05:00,BROOKLYN,83,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1043056,190627,40.68971670900004,-73.78795288699997,POINT (-73.78795288699997 40.68971670900004) +215133064,07/09/2020,22:28:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,false,,,,45-64,F,BLACK,1014810,181040,40.663545173000045,-73.88984845299996,POINT (-73.88984845299996 40.663545173000045) +207572465,01/07/2020,13:30:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK HISPANIC,997750,230649,40.79975213100005,-73.95124137999993,POINT (-73.95124137999993 40.79975213100005) +214693505,06/27/2020,12:34:00,BROOKLYN,75,0,,true,45-64,M,BLACK,25-44,F,BLACK,1035139,152935,40.58630949600007,-73.81678497499998,POINT (-73.81678497499998 40.58630949600007) +216651451,08/15/2020,23:35:00,BRONX,42,0,,false,,,,<18,M,BLACK,1020637,237482,40.81844220100004,-73.86853985099998,POINT (-73.86853985099998 40.81844220100004) +215485982,07/18/2020,01:15:00,BROOKLYN,73,0,,false,,,,45-64,M,BLACK,1007016,182405,40.66731526400008,-73.91793716199999,POINT (-73.91793716199999 40.66731526400008) +221423370,12/04/2020,14:00:00,BROOKLYN,63,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,<18,M,BLACK HISPANIC,1007524,188555,40.684194302000044,-73.91608474599997,POINT (-73.91608474599997 40.684194302000044) +220662829,11/17/2020,14:29:00,BROOKLYN,79,0,,false,,,,65+,F,WHITE HISPANIC,1005312,190540,40.68964821100008,-73.92405412199997,POINT (-73.92405412199997 40.68964821100008) +208531435,01/25/2020,01:30:00,MANHATTAN,28,0,RESTAURANT/DINER,false,,,,25-44,M,BLACK,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +210827321,03/10/2020,02:20:00,BRONX,40,0,,false,25-44,M,BLACK,25-44,M,BLACK,1051300,160417,40.60673849300008,-73.75852627599994,POINT (-73.75852627599994 40.60673849300008) +214947244,07/05/2020,02:46:00,BRONX,44,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,994679,176180,40.65025213200005,-73.96241779099995,POINT (-73.96241779099995 40.65025213200005) +220409035,11/11/2020,22:01:00,BRONX,40,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK HISPANIC,1011811,246833,40.844139945000045,-73.90038861799998,POINT (-73.90038861799998 40.84413994500005) +214948382,07/05/2020,04:22:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1018415,183295,40.66972146500007,-73.87684288099996,POINT (-73.87684288099996 40.66972146500007) +207817513,01/11/2020,21:30:00,QUEENS,103,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1004568,243052,40.833781835000025,-73.92657819899993,POINT (-73.92657819899993 40.833781835000025) +212676557,05/04/2020,21:59:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1006605,254113,40.86413608500004,-73.91918020999998,POINT (-73.91918020999998 40.86413608500004) +214693509,06/26/2020,15:53:00,MANHATTAN,23,2,,false,<18,M,BLACK,25-44,U,BLACK HISPANIC,1001964,186902,40.67967006600002,-73.93613621099996,POINT (-73.93613621099996 40.67967006600002) +219559166,10/21/2020,22:18:00,BROOKLYN,71,0,,true,,,,25-44,M,BLACK,990832,202826,40.723392998000065,-73.97625544299996,POINT (-73.97625544299996 40.723392998000065) +217028921,08/26/2020,00:55:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1018029,240747,40.82741405100006,-73.87794577499993,POINT (-73.87794577499993 40.82741405100006) +217560412,09/08/2020,13:50:00,QUEENS,101,0,,true,<18,M,BLACK,18-24,M,BLACK,986991,165519,40.620995666000056,-73.990127854,POINT (-73.990127854 40.620995666000056) +214574797,06/25/2020,00:49:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,,,,18-24,U,WHITE HISPANIC,988610,186251,40.67789986700007,-73.98428252099995,POINT (-73.98428252099995 40.67789986700007) +210338029,02/29/2020,02:13:00,QUEENS,111,0,,false,,,,25-44,M,BLACK,1022371,210782,40.74515055200004,-73.86242663599995,POINT (-73.86242663599995 40.74515055200004) +220463385,11/12/2020,23:03:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,1001329,187143,40.68033280500004,-73.93842499899995,POINT (-73.93842499899995 40.68033280500004) +214948382,07/05/2020,04:22:00,BROOKLYN,67,0,,true,,,,25-44,M,BLACK,990520,192989,40.69639298900006,-73.97739020999995,POINT (-73.97739020999995 40.69639298900006) +213772741,06/02/2020,11:30:00,BRONX,40,0,,false,25-44,M,BLACK,25-44,M,BLACK,1046125,185873,40.67664717900004,-73.77693007999993,POINT (-73.77693007999993 40.67664717900004) +216745747,08/19/2020,00:03:00,BROOKLYN,69,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1003508,185056,40.67459999000005,-73.93057482199998,POINT (-73.93057482199998 40.67459999000005) +214431182,06/19/2020,23:00:00,BROOKLYN,75,0,PVT HOUSE,false,,,,25-44,M,BLACK,1004928,245385,40.84018440800003,-73.92527007399997,POINT (-73.92527007399997 40.84018440800003) +213748382,06/01/2020,23:20:00,MANHATTAN,6,0,,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,1006334,244426,40.83754882800008,-73.92019187599993,POINT (-73.92019187599993 40.83754882800008) +216401363,08/10/2020,15:20:00,STATEN ISLAND,121,0,,false,<18,M,BLACK,18-24,M,BLACK,1013879,239551,40.82414626900004,-73.89294648299993,POINT (-73.89294648299993 40.824146269000046) +218904136,10/07/2020,22:41:00,BROOKLYN,73,0,SOCIAL CLUB/POLICY LOCATI,true,,,,45-64,M,BLACK,1046405,187113,40.680048726000045,-73.77590919399995,POINT (-73.77590919399995 40.680048726000045) +216973174,08/24/2020,21:17:00,QUEENS,103,0,,false,,,,25-44,M,BLACK,1007328,239855,40.825000207000066,-73.91661537699997,POINT (-73.91661537699997 40.825000207000066) +215225151,07/11/2020,20:00:00,QUEENS,101,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,UNKNOWN,18-24,M,BLACK,1009794,171557,40.63753230000003,-73.90796443499994,POINT (-73.90796443499994 40.63753230000003) +218161148,09/21/2020,21:56:00,BROOKLYN,88,0,,false,,,,25-44,M,WHITE HISPANIC,1001546,190106,40.68846514200004,-73.93763502499998,POINT (-73.93763502499998 40.68846514200004) +216927396,08/22/2020,06:00:00,QUEENS,113,0,,false,,,,25-44,M,BLACK,1041521,192400,40.69459323800004,-73.79347284999993,POINT (-73.79347284999993 40.694593238000046) +209281497,02/08/2020,02:20:00,BROOKLYN,76,0,,true,25-44,M,BLACK,25-44,M,BLACK,1003257,177086,40.65272464900005,-73.93150216299993,POINT (-73.93150216299993 40.65272464900005) +215817238,07/27/2020,22:28:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,999359,224280,40.78226833600007,-73.94544422899996,POINT (-73.94544422899996 40.78226833600007) +215225146,07/11/2020,19:20:00,QUEENS,101,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1025547,259496,40.87884246400005,-73.85066509199999,POINT (-73.85066509199999 40.87884246400005) +214693793,06/28/2020,04:10:00,BROOKLYN,94,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,F,BLACK,1013912,254446,40.86502854100007,-73.89276136399997,POINT (-73.89276136399997 40.86502854100007) +216463653,08/12/2020,01:20:00,BROOKLYN,77,0,,true,25-44,M,BLACK,25-44,M,BLACK,991573,191853,40.69327412300004,-73.97359405499998,POINT (-73.97359405499998 40.69327412300004) +221108947,11/29/2020,19:25:00,MANHATTAN,25,0,,false,,,,45-64,M,WHITE HISPANIC,1007373,232752,40.80550434700007,-73.91647725199994,POINT (-73.91647725199994 40.80550434700007) +211362503,03/21/2020,00:13:00,MANHATTAN,7,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1005514,235740,40.81371024600002,-73.923182807,POINT (-73.923182807 40.81371024600002) +216935789,08/23/2020,07:04:00,QUEENS,105,0,,true,,,,25-44,M,BLACK,1012625,169863,40.63287401500003,-73.89777125499995,POINT (-73.89777125499995 40.63287401500003) +214184467,06/14/2020,23:05:00,BRONX,43,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1006807,175875,40.64939238800008,-73.91871238299996,POINT (-73.91871238299996 40.64939238800008) +214468087,06/22/2020,23:40:00,STATEN ISLAND,120,0,PVT HOUSE,false,,,,25-44,M,BLACK,1018029,240747,40.82741405100006,-73.87794577499993,POINT (-73.87794577499993 40.82741405100006) +214925556,07/03/2020,00:30:00,BROOKLYN,61,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,981861,186545,40.67870758200007,-74.00861450999997,POINT (-74.00861450999997 40.67870758200007) +213819785,06/03/2020,16:55:00,BRONX,41,0,,false,25-44,M,BLACK,25-44,M,BLACK,1007545,193394,40.69747618400004,-73.91599229699995,POINT (-73.91599229699995 40.69747618400004) +219402624,10/19/2020,07:03:00,BRONX,52,0,SOCIAL CLUB/POLICY LOCATI,true,,,,18-24,F,WHITE HISPANIC,1011751,250275,40.85358740100002,-73.90059135599995,POINT (-73.90059135599995 40.85358740100002) +215400685,07/16/2020,00:31:00,BRONX,46,0,,false,<18,M,UNKNOWN,25-44,M,BLACK HISPANIC,1021084,239840,40.82491238500006,-73.86691195599997,POINT (-73.86691195599997 40.82491238500006) +220122285,11/04/2020,16:50:00,MANHATTAN,25,0,,false,25-44,M,ASIAN / PACIFIC ISLANDER,18-24,M,BLACK,1002295,184332,40.672615329000045,-73.93494971999998,POINT (-73.93494971999998 40.672615329000045) +214264274,06/16/2020,23:30:00,BROOKLYN,79,0,COMMERCIAL BLDG,false,,,,45-64,M,BLACK,1026084,216284,40.76023534300003,-73.84899259199995,POINT (-73.84899259199995 40.76023534300003) +209974085,02/21/2020,22:10:00,QUEENS,109,0,,false,,,,25-44,M,ASIAN / PACIFIC ISLANDER,1022705,215793,40.75890301700008,-73.86119261,POINT (-73.86119261 40.75890301700008) +218567380,09/30/2020,01:52:00,BROOKLYN,60,0,COMMERCIAL BLDG,true,,,,18-24,M,UNKNOWN,1009737,185869,40.67681575000006,-73.90811572099993,POINT (-73.90811572099994 40.67681575000006) +215223443,07/11/2020,01:50:00,BROOKLYN,62,0,,false,45-64,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1010695,254764,40.865911578000066,-73.90439085199995,POINT (-73.90439085199995 40.865911578000066) +221766737,12/12/2020,17:24:00,BROOKLYN,66,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1026387,262634,40.88745131300004,-73.84760778699997,POINT (-73.84760778699997 40.88745131300004) +215643885,07/22/2020,17:59:00,BROOKLYN,77,2,,true,,,,18-24,M,BLACK,1000829,195754,40.703968961000044,-73.94020650199997,POINT (-73.94020650199997 40.703968961000044) +212903273,05/09/2020,19:23:00,MANHATTAN,28,0,,false,25-44,M,BLACK,25-44,M,BLACK,999428,236544,40.815929553000046,-73.94516735699995,POINT (-73.94516735699995 40.815929553000046) +214359649,06/18/2020,23:51:00,BROOKLYN,81,0,MULTI DWELL - 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APT BUILD,false,,,,<18,M,BLACK,1020183,239283,40.82338729100008,-73.87017045,POINT (-73.87017045 40.82338729100008) +215485024,07/17/2020,23:53:00,BRONX,47,0,,false,,,,<18,M,BLACK,995114,231061,40.80088659200004,-73.96076156699996,POINT (-73.96076156699996 40.80088659200004) +222299954,12/27/2020,21:55:00,STATEN ISLAND,120,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK,18-24,M,BLACK,1034583,181775,40.66547225800008,-73.81857169299997,POINT (-73.81857169299997 40.66547225800008) +215492767,07/19/2020,03:58:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,1021084,239840,40.82491238500006,-73.86691195599997,POINT (-73.86691195599997 40.82491238500006) +216360325,08/09/2020,22:40:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1012197,250425,40.85399770500004,-73.89897854099996,POINT (-73.89897854099996 40.85399770500004) +220003904,11/01/2020,16:13:00,BROOKLYN,78,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,WHITE HISPANIC,987061,148773,40.575031251000034,-73.98988266699997,POINT (-73.98988266699997 40.575031251000034) +214431174,06/20/2020,01:50:00,BRONX,46,0,,false,,,,18-24,M,BLACK HISPANIC,999414,193607,40.698078486000036,-73.94531476999998,POINT (-73.94531476999998 40.698078486000036) +214694693,06/27/2020,22:28:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1000552,225907,40.78673189800003,-73.94113246799998,POINT (-73.94113246799998 40.78673189800003) +214184466,06/13/2020,02:13:00,MANHATTAN,26,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,996352,172912,40.64128004900005,-73.95639455799993,POINT (-73.95639455799993 40.64128004900005) +218392075,09/25/2020,23:36:00,MANHATTAN,32,0,,false,<18,M,BLACK,<18,M,BLACK,1041709,196835,40.70676502500004,-73.79275705599997,POINT (-73.79275705599997 40.70676502500004) +214693790,06/27/2020,04:13:00,BROOKLYN,67,0,,false,,,,25-44,F,BLACK,1010869,183398,40.67003008100005,-73.90404439699995,POINT (-73.90404439699995 40.67003008100005) +214948383,07/05/2020,03:20:00,MANHATTAN,34,0,,false,,,,18-24,M,WHITE HISPANIC,1024693,261681,40.88484355600008,-73.85374008999997,POINT (-73.85374008999997 40.88484355600008) +210592236,03/05/2020,18:39:00,MANHATTAN,25,0,MULTI DWELL - APT BUILD,true,25-44,M,BLACK,25-44,M,BLACK,994561,177070,40.65269512700007,-73.96284167499994,POINT (-73.96284167499994 40.65269512700007) +218788648,06/15/2020,00:40:00,BRONX,45,0,,true,25-44,M,BLACK,25-44,M,BLACK,1010327,253958,40.86370044700004,-73.90572447299998,POINT (-73.90572447299998 40.86370044700004) +215592632,07/21/2020,12:45:00,BROOKLYN,77,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1008068,236071,40.81461223200006,-73.91395501999993,POINT (-73.91395501999993 40.81461223200006) +216059569,08/02/2020,22:53:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,1015710,256071,40.869482445000074,-73.88625324799993,POINT (-73.88625324799993 40.869482445000074) +221795939,12/13/2020,22:00:00,BROOKLYN,90,0,BAR/NIGHT CLUB,false,,,,18-24,M,BLACK,1013724,253001,40.86106308500007,-73.893447414,POINT (-73.893447414 40.86106308500007) +216355704,08/09/2020,04:54:00,BRONX,41,0,,false,,,,18-24,F,WHITE HISPANIC,1011330,249447,40.85131608800003,-73.90211652299998,POINT (-73.90211652299998 40.85131608800003) +222081368,12/21/2020,02:27:00,BRONX,41,0,MULTI DWELL - APT BUILD,false,,,,45-64,M,WHITE HISPANIC,1023622,253318,40.86189455900006,-73.85766248,POINT (-73.85766248 40.86189455900006) +210025100,02/24/2020,15:30:00,BROOKLYN,84,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,25-44,M,BLACK,1009694,249366,40.85109863400004,-73.90803040599997,POINT (-73.90803040599997 40.85109863400004) +222286863,12/25/2020,23:55:00,MANHATTAN,30,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1007937,189348,40.68636981000003,-73.91459284799998,POINT (-73.91459284799998 40.68636981000003) +210709521,03/08/2020,05:00:00,MANHATTAN,9,2,MULTI DWELL - PUBLIC HOUS,false,45-64,M,BLACK,<18,M,WHITE HISPANIC,1000286,186745,40.67924233600007,-73.94218636599999,POINT (-73.94218636599999 40.67924233600007) +217209754,08/28/2020,09:40:00,BROOKLYN,75,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,998205,190419,40.68933015300007,-73.94968144799998,POINT (-73.94968144799998 40.68933015300007) +219392056,10/18/2020,17:50:00,MANHATTAN,13,1,,false,45-64,F,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1007742,246728,40.84386351200004,-73.91509543199999,POINT (-73.91509543199999 40.84386351200004) +222466833,12/31/2020,19:27:00,QUEENS,113,0,,true,,,,25-44,M,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +211066103,03/15/2020,20:39:00,BRONX,46,0,,false,18-24,M,BLACK,18-24,F,BLACK HISPANIC,1006605,254113,40.86413608500004,-73.91918020999998,POINT (-73.91918020999998 40.86413608500004) +220411600,11/12/2020,01:30:00,QUEENS,105,0,,true,,,,25-44,M,BLACK,1003313,176413,40.65087729100002,-73.93130224699998,POINT (-73.93130224699998 40.65087729100002) +216651580,08/16/2020,04:25:00,BRONX,42,0,,false,,,,18-24,M,BLACK,991557,168868,40.63018538100005,-73.973676658,POINT (-73.973676658 40.63018538100005) +216263383,08/06/2020,22:48:00,BROOKLYN,70,0,,false,,,,25-44,M,BLACK,1008249,242113,40.83119531600005,-73.91327951999993,POINT (-73.91327951999993 40.83119531600005) +213187657,05/17/2020,01:20:00,BROOKLYN,73,0,PVT HOUSE,false,,,,18-24,F,BLACK,999751,241188,40.82867545800008,-73.94398971599996,POINT (-73.94398971599996 40.82867545800008) +218777493,10/05/2020,12:00:00,QUEENS,113,0,,false,25-44,M,BLACK,25-44,M,BLACK,1010027,240720,40.82736692100008,-73.90685995799998,POINT (-73.90685995799998 40.82736692100008) +220562287,11/14/2020,10:00:00,BROOKLYN,67,0,,true,25-44,M,BLACK,45-64,M,BLACK,996117,172731,40.640783561000035,-73.957241647,POINT (-73.957241647 40.640783561000035) +215223444,07/11/2020,01:53:00,BRONX,52,0,,false,,,,18-24,M,BLACK,1000521,168264,40.62851560000007,-73.94138369799998,POINT (-73.94138369799998 40.62851560000007) +207815722,01/12/2020,12:05:00,BRONX,41,2,MULTI DWELL - 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APT BUILD,false,18-24,M,BLACK,25-44,M,BLACK,1000635,230119,40.79829254700008,-73.94082246699998,POINT (-73.94082246699998 40.79829254700008) +213854003,06/04/2020,12:15:00,BROOKLYN,77,0,,false,,,,25-44,M,BLACK,1004905,179376,40.65900650700007,-73.92555592899998,POINT (-73.92555592899998 40.65900650700008) +214430794,06/20/2020,00:58:00,BROOKLYN,79,0,,false,,,,45-64,M,BLACK,1040264,190275,40.688768663000076,-73.79802345099995,POINT (-73.79802345099995 40.688768663000076) +221608592,12/09/2020,15:23:00,BRONX,46,0,,false,,,,25-44,M,BLACK,1008427,183518,40.670366460000025,-73.91284696199995,POINT (-73.91284696199995 40.670366460000025) +214608095,06/25/2020,23:20:00,BRONX,46,0,,false,<18,M,BLACK,25-44,M,BLACK HISPANIC,1020086,254810,40.86600470600007,-73.87043794899995,POINT (-73.87043794899995 40.86600470600007) +219808163,10/27/2020,22:00:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,true,,,,<18,M,BLACK,998342,182969,40.668881372000044,-73.94920301999997,POINT (-73.94920301999997 40.668881372000044) +220072528,11/03/2020,21:20:00,BRONX,48,0,,false,,,,25-44,M,WHITE HISPANIC,1001329,187143,40.68033280500004,-73.93842499899995,POINT (-73.93842499899995 40.68033280500004) +215871909,07/28/2020,22:19:00,MANHATTAN,32,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1017596,247157,40.845009279000074,-73.87947849199998,POINT (-73.87947849199998 40.845009279000074) +217368138,09/02/2020,02:55:00,MANHATTAN,26,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1001587,177886,40.65492390100008,-73.93751861299995,POINT (-73.93751861299995 40.65492390100008) +216104440,08/03/2020,20:12:00,BRONX,40,0,,false,,,,25-44,M,BLACK HISPANIC,1006026,185469,40.675727746000064,-73.92149590099996,POINT (-73.92149590099996 40.675727746000064) +217256139,08/31/2020,01:33:00,BRONX,42,0,,false,,,,18-24,F,BLACK,1017184,179927,40.66048172400008,-73.88129685699994,POINT (-73.88129685699994 40.66048172400008) +214778540,06/30/2020,21:45:00,BROOKLYN,67,0,PVT HOUSE,false,,,,<18,M,BLACK,990736,193292,40.697224498000026,-73.97661096599995,POINT (-73.97661096599995 40.697224498000026) +219293603,10/15/2020,12:42:00,QUEENS,105,0,,false,,,,25-44,M,BLACK,1007783,185486,40.67576991200008,-73.91516161399994,POINT (-73.91516161399994 40.675769912000085) +214431175,06/21/2020,04:19:00,BROOKLYN,73,0,PVT HOUSE,false,,,,25-44,M,BLACK,998593,235938,40.814267648000055,-73.94818528599995,POINT (-73.94818528599995 40.814267648000055) +208237500,01/20/2020,04:50:00,MANHATTAN,34,0,RESTAURANT/DINER,true,25-44,M,BLACK,45-64,F,WHITE HISPANIC,1021469,254216,40.86436863500006,-73.86544107799993,POINT (-73.86544107799993 40.86436863500006) +214214866,06/15/2020,12:51:00,STATEN ISLAND,122,0,,false,,,,45-64,M,WHITE,1012273,178202,40.65576388400007,-73.89900480999995,POINT (-73.89900480999995 40.65576388400007) +220844953,11/20/2020,20:17:00,BROOKLYN,67,0,,false,,,,45-64,M,BLACK,1052378,186510,40.678349679000064,-73.75438047699998,POINT (-73.75438047699998 40.678349679000064) +209747701,02/17/2020,23:56:00,QUEENS,113,0,,false,45-64,M,BLACK,25-44,M,BLACK,1015667,243850,40.83593960600007,-73.88646598899999,POINT (-73.88646598899999 40.83593960600007) +213099073,05/14/2020,01:03:00,QUEENS,100,0,,true,25-44,M,BLACK,18-24,M,BLACK,1051317,192150,40.69383823400005,-73.75814952599995,POINT (-73.75814952599995 40.69383823400005) +209404273,02/11/2020,18:07:00,BROOKLYN,63,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1002928,221436,40.77445548600008,-73.93256480499997,POINT (-73.93256480499997 40.77445548600008) +213748378,06/01/2020,17:50:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,WHITE HISPANIC,950603,170363,40.63422794300004,-74.12122819799998,POINT (-74.12122819799998 40.63422794300004) +215592631,07/21/2020,01:35:00,QUEENS,113,0,,false,,,,18-24,M,BLACK,1001215,193881,40.69882728300007,-73.938819047,POINT (-73.938819047 40.69882728300007) +219688160,10/17/2020,15:00:00,BROOKLYN,63,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1009242,180039,40.66081511600004,-73.90992190699995,POINT (-73.90992190699995 40.66081511600004) +216930291,08/23/2020,02:21:00,BRONX,47,0,GROCERY/BODEGA,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,1000215,193000,40.69641100300004,-73.94242752399998,POINT (-73.94242752399998 40.69641100300004) +211958806,04/11/2020,23:00:00,BRONX,42,0,,false,,,,25-44,M,BLACK HISPANIC,1003113,184922,40.67423304000005,-73.93199920199999,POINT (-73.93199920199999 40.67423304000005) +222446417,12/31/2020,00:42:00,BRONX,44,0,SMALL MERCHANT,false,,,,25-44,M,WHITE HISPANIC,1020183,239283,40.82338729100008,-73.87017045,POINT (-73.87017045 40.82338729100008) +216560783,08/13/2020,07:30:00,BROOKLYN,73,0,,false,,,,45-64,M,WHITE HISPANIC,1010268,183786,40.671096840000075,-73.90620940099996,POINT (-73.90620940099997 40.671096840000075) +214778543,06/30/2020,23:20:00,MANHATTAN,19,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1011726,238706,40.82183394400005,-73.90072911699998,POINT (-73.90072911699998 40.82183394400005) +214948379,07/05/2020,18:25:00,MANHATTAN,23,0,,false,,,,<18,M,BLACK,1007164,239140,40.82303816300004,-73.91721038699995,POINT (-73.91721038699995 40.82303816300004) +222299958,12/26/2020,19:31:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,true,,,,45-64,M,BLACK,1009548,187629,40.68164709200005,-73.90879049699998,POINT (-73.90879049699998 40.68164709200005) +220154693,11/05/2020,14:44:00,BROOKLYN,71,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1001586,189839,40.687732210000036,-73.93749147799997,POINT (-73.93749147799997 40.687732210000036) +221341078,12/03/2020,21:36:00,MANHATTAN,5,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1013115,255492,40.867902134000076,-73.89563833299998,POINT (-73.89563833299998 40.867902134000076) +207815720,01/11/2020,21:45:00,BRONX,41,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1021234,181211,40.66399002800006,-73.86669235099998,POINT (-73.86669235099998 40.663990028000065) +206909436,01/02/2020,16:25:00,MANHATTAN,25,2,MULTI DWELL - 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APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,1019408,216823,40.761743826000036,-73.87308820099996,POINT (-73.87308820099996 40.761743826000036) +214931254,07/05/2020,02:15:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,1015133,247522,40.846020053000075,-73.88837886,POINT (-73.88837886 40.846020053000075) +214058822,06/10/2020,04:35:00,BRONX,44,0,,false,,,,25-44,M,BLACK,996546,187436,40.68114495900005,-73.95566903799994,POINT (-73.95566903799994 40.68114495900006) +209333851,02/10/2020,00:16:00,BRONX,52,0,BAR/NIGHT CLUB,false,,,,18-24,M,BLACK,994561,177070,40.65269512700007,-73.96284167499994,POINT (-73.96284167499994 40.65269512700007) +217987654,09/17/2020,01:59:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,<18,M,BLACK,<18,M,BLACK,1006769,241999,40.83088631600003,-73.91862797499994,POINT (-73.91862797499994 40.83088631600003) +214778538,06/30/2020,21:00:00,BROOKLYN,73,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1015238,181508,40.66482824100007,-73.88830358399997,POINT (-73.88830358399997 40.66482824100007) +217212137,08/29/2020,03:20:00,BRONX,44,0,,false,,,,25-44,M,BLACK,997631,178916,40.65775788800004,-73.95177405399994,POINT (-73.95177405399994 40.65775788800004) +220662830,11/17/2020,17:13:00,BRONX,48,0,,false,,,,25-44,M,BLACK,1003346,192740,40.69569116200007,-73.931137069,POINT (-73.931137069 40.69569116200007) +210591724,03/05/2020,10:48:00,MANHATTAN,33,0,,false,18-24,F,BLACK,25-44,M,BLACK,1012468,180672,40.66254286800007,-73.89829168299997,POINT (-73.89829168299997 40.66254286800007) +217218536,08/30/2020,03:29:00,BRONX,47,0,,false,18-24,M,BLACK,25-44,M,BLACK,1051329,196646,40.70617856900003,-73.75806147399999,POINT (-73.758061474 40.70617856900003) +215772436,07/26/2020,21:00:00,BROOKLYN,83,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1003577,186109,40.677490086000034,-73.93032305199995,POINT (-73.93032305199996 40.677490086000034) +220063007,11/03/2020,00:07:00,BRONX,48,0,PVT HOUSE,false,18-24,M,ASIAN / PACIFIC ISLANDER,18-24,M,ASIAN / PACIFIC ISLANDER,1011751,250275,40.85358740100002,-73.90059135599995,POINT (-73.90059135599995 40.85358740100002) +220226854,11/06/2020,18:25:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1012118,248288,40.84813252600002,-73.89927299199996,POINT (-73.89927299199996 40.84813252600002) +218567380,09/30/2020,01:52:00,BROOKLYN,60,0,COMMERCIAL BLDG,true,,,,25-44,M,UNKNOWN,1019065,182422,40.667322745000035,-73.87450426199997,POINT (-73.87450426199999 40.667322745000035) +217509097,09/06/2020,15:05:00,BROOKLYN,75,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,996463,235457,40.812950638000075,-73.95588109399995,POINT (-73.95588109399995 40.812950638000075) +219402624,10/19/2020,07:03:00,BRONX,52,0,SOCIAL CLUB/POLICY LOCATI,false,,,,25-44,M,WHITE HISPANIC,997697,196545,40.70614538300004,-73.95150100299998,POINT (-73.95150100299998 40.70614538300005) +216157556,08/04/2020,21:20:00,QUEENS,103,0,,false,25-44,M,BLACK,18-24,F,BLACK,1010876,182683,40.668067545000035,-73.90402198699996,POINT (-73.90402198699996 40.668067545000035) +215223445,07/11/2020,08:00:00,MANHATTAN,28,2,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,1008676,178766,40.65732259300006,-73.91196656999993,POINT (-73.91196656999993 40.65732259300006) +222403387,12/30/2020,11:04:00,BROOKLYN,79,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,994821,177866,40.654879667000046,-73.96190341499994,POINT (-73.96190341499994 40.654879667000046) +208733991,01/29/2020,20:30:00,BROOKLYN,75,0,,false,25-44,M,WHITE HISPANIC,25-44,F,BLACK,981692,174064,40.644449939000026,-74.00921906899998,POINT (-74.00921906899998 40.644449939000026) +213099073,05/14/2020,01:03:00,QUEENS,100,0,,false,<18,M,BLACK,18-24,M,BLACK,1009769,236748,40.81646565700004,-73.90780730799997,POINT (-73.90780730799997 40.81646565700004) +217661256,09/10/2020,01:15:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1017428,255840,40.868842130000075,-73.88004271999995,POINT (-73.88004271999995 40.868842130000075) +213283577,05/19/2020,02:15:00,BRONX,47,0,GROCERY/BODEGA,false,25-44,M,WHITE HISPANIC,25-44,M,BLACK,1051729,159440,40.60405358100007,-73.75699103699996,POINT (-73.75699103699996 40.60405358100007) +214016090,06/09/2020,21:30:00,QUEENS,105,0,,false,,,,18-24,M,BLACK,990824,149705,40.57758741600002,-73.97633607099993,POINT (-73.97633607099993 40.57758741600002) +214183639,06/12/2020,23:00:00,BRONX,47,0,,true,,,,18-24,M,BLACK,1026305,262216,40.88630442600004,-73.84790697499993,POINT (-73.84790697499993 40.88630442600004) +208237500,01/20/2020,04:50:00,MANHATTAN,34,0,RESTAURANT/DINER,true,25-44,M,BLACK HISPANIC,45-64,F,WHITE HISPANIC,1019102,210344,40.74396183900007,-73.87422637699996,POINT (-73.87422637699996 40.74396183900007) +221931803,12/16/2020,14:20:00,BRONX,48,0,,false,25-44,M,BLACK,65+,M,BLACK,1002295,184332,40.672615329000045,-73.93494971999998,POINT (-73.93494971999998 40.672615329000045) +212823697,05/07/2020,14:32:00,BRONX,44,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1013233,186393,40.67824325500004,-73.89550970099998,POINT (-73.89550970099998 40.67824325500004) +215254847,07/13/2020,20:34:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,961580,163524,40.61549122300004,-74.08165622999996,POINT (-74.08165622999996 40.61549122300004) +208393713,01/23/2020,01:20:00,MANHATTAN,18,0,,true,<18,M,WHITE HISPANIC,25-44,M,BLACK,999428,236544,40.815929553000046,-73.94516735699995,POINT (-73.94516735699995 40.815929553000046) +219438250,10/19/2020,00:52:00,QUEENS,103,0,,false,,,,25-44,M,BLACK,1013086,236614,40.81608766100004,-73.89582435399994,POINT (-73.89582435399994 40.81608766100004) +214312557,06/17/2020,00:33:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,WHITE HISPANIC,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +214693788,06/27/2020,03:35:00,QUEENS,100,0,,false,,,,25-44,M,BLACK,999481,226053,40.78713453900008,-73.944999678,POINT (-73.944999678 40.787134539000085) +215593076,07/21/2020,02:30:00,BROOKLYN,94,0,,false,,,,18-24,M,BLACK,989561,192267,40.69441189400004,-73.98084918099994,POINT (-73.98084918099994 40.69441189400004) +215302971,07/14/2020,20:58:00,MANHATTAN,24,0,,true,,,,18-24,M,WHITE HISPANIC,984110,188364,40.683700646000034,-74.00050622499998,POINT (-74.000506225 40.683700646000034) +218512501,09/29/2020,22:16:00,BROOKLYN,75,0,,true,,,,25-44,M,BLACK,1050455,199291,40.71344502300008,-73.76118778599994,POINT (-73.76118778599994 40.71344502300008) +212431082,04/27/2020,19:55:00,BROOKLYN,75,0,,false,18-24,M,BLACK,<18,M,BLACK,1024807,261935,40.885540183000046,-73.85332627499997,POINT (-73.85332627499997 40.885540183000046) +218265622,09/23/2020,08:30:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,<18,F,BLACK HISPANIC,1015430,243958,40.83623687500005,-73.88732196199999,POINT (-73.88732196199999 40.83623687500005) +216922897,08/21/2020,22:35:00,BROOKLYN,60,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1047825,156482,40.59596336300007,-73.77107818399996,POINT (-73.77107818399996 40.59596336300007) +216517702,08/13/2020,00:20:00,BROOKLYN,77,0,,true,,,,25-44,M,BLACK,1010612,178513,40.656622611000046,-73.90498993699998,POINT (-73.90498993699998 40.656622611000046) +219711265,10/25/2020,23:40:00,BROOKLYN,62,0,,false,,,,25-44,M,WHITE,1008276,183623,40.670655072000045,-73.91339091999998,POINT (-73.91339091999998 40.670655072000045) +220606025,11/16/2020,15:10:00,BRONX,44,0,,false,18-24,M,WHITE HISPANIC,18-24,M,BLACK,1000515,237599,40.818823297000044,-73.94123775899999,POINT (-73.94123775899999 40.818823297000044) +217774914,09/12/2020,22:15:00,MANHATTAN,30,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,999530,214433,40.75524058600007,-73.94484914899994,POINT (-73.94484914899994 40.75524058600007) +214946868,07/05/2020,00:54:00,MANHATTAN,32,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,994979,175573,40.64858569000006,-73.96133762799997,POINT (-73.96133762799997 40.64858569000006) +216209630,08/03/2020,01:12:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1013889,179945,40.66054277300003,-73.89317299099997,POINT (-73.89317299099997 40.66054277300003) +220005071,11/02/2020,00:10:00,QUEENS,100,0,,false,,,,18-24,F,BLACK,1016807,179007,40.657957922000044,-73.88266012399998,POINT (-73.88266012399998 40.657957922000044) +221767280,12/13/2020,04:18:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1026486,262591,40.88733281800006,-73.84725001299995,POINT (-73.84725001299995 40.88733281800006) +209974083,02/21/2020,10:22:00,BROOKLYN,73,0,,true,25-44,M,BLACK,25-44,M,BLACK,1022705,215793,40.75890301700008,-73.86119261,POINT (-73.86119261 40.75890301700008) +214874083,07/02/2020,23:35:00,QUEENS,101,0,,false,,,,25-44,M,BLACK HISPANIC,1004980,185686,40.676325873000046,-73.92526620999998,POINT (-73.92526620999998 40.676325873000046) +214694690,06/28/2020,23:38:00,BRONX,44,0,,false,,,,25-44,M,BLACK,1016816,188182,40.68314119400002,-73.88258336199993,POINT (-73.88258336199993 40.68314119400002) +214183639,06/12/2020,23:00:00,BRONX,47,0,,true,,,,18-24,F,BLACK,1030892,255600,40.86812253100004,-73.83136390999994,POINT (-73.83136390999994 40.86812253100004) +216935795,08/22/2020,05:18:00,BRONX,40,0,,true,,,,25-44,F,WHITE HISPANIC,999158,215244,40.757467209000026,-73.94619006299997,POINT (-73.94619006299997 40.75746720900003) +215776333,07/26/2020,18:38:00,BROOKLYN,75,0,,false,18-24,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1011110,178777,40.65734573700007,-73.90319404099995,POINT (-73.90319404099995 40.65734573700007) +221426272,12/04/2020,05:25:00,BRONX,47,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK HISPANIC,982151,185171,40.67493633500004,-74.00756854399998,POINT (-74.00756854399998 40.67493633500004) +213283577,05/19/2020,02:15:00,BRONX,47,0,GROCERY/BODEGA,false,45-64,M,BLACK HISPANIC,25-44,M,BLACK,1026934,240787,40.82748529600008,-73.84576861199997,POINT (-73.84576861199997 40.82748529600008) +216401778,08/10/2020,23:30:00,BRONX,48,0,,false,,,,<18,F,BLACK,1044122,155673,40.593768616000034,-73.78441919999993,POINT (-73.78441919999993 40.593768616000034) +212099041,04/11/2020,19:40:00,BROOKLYN,77,0,,false,,,,25-44,M,BLACK,993099,229738,40.797257565000045,-73.96804132599993,POINT (-73.96804132599993 40.797257565000045) +216651225,08/15/2020,02:24:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,999155,226676,40.788845063000046,-73.94617553799998,POINT (-73.94617553799998 40.788845063000046) +214467131,06/22/2020,02:27:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK HISPANIC,1053356,155686,40.59373711200004,-73.75117019699996,POINT (-73.75117019699996 40.59373711200004) +220254186,11/08/2020,08:45:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,996117,172731,40.640783561000035,-73.957241647,POINT (-73.957241647 40.640783561000035) +219861976,10/28/2020,14:33:00,BROOKLYN,67,0,,true,,,,<18,M,WHITE HISPANIC,1009526,183374,40.66996814200007,-73.90888577399994,POINT (-73.90888577399994 40.66996814200007) +216103886,08/03/2020,05:20:00,BRONX,47,0,,false,,,,45-64,M,BLACK,1016941,184828,40.67393477000007,-73.88214893999998,POINT (-73.88214893999998 40.67393477000007) +217315555,09/01/2020,23:17:00,BROOKLYN,73,2,MULTI DWELL - 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APT BUILD,false,45-64,M,BLACK,25-44,F,UNKNOWN,1003789,183568,40.67051514900004,-73.92956610799997,POINT (-73.92956610799997 40.67051514900004) +213778870,06/02/2020,22:35:00,BROOKLYN,73,0,,true,,,,25-44,M,BLACK,1012201,240878,40.82779397400003,-73.89900386999993,POINT (-73.89900386999993 40.82779397400003) +212640102,05/02/2020,15:18:00,BRONX,49,0,,true,25-44,M,ASIAN / PACIFIC ISLANDER,45-64,M,WHITE HISPANIC,1005747,253516,40.86249963100005,-73.922284097,POINT (-73.922284097 40.86249963100005) +215776333,07/26/2020,18:38:00,BROOKLYN,75,0,,true,<18,M,WHITE HISPANIC,<18,M,BLACK,1016302,186693,40.67905610700007,-73.88444369199993,POINT (-73.88444369199993 40.67905610700007) +215817236,07/27/2020,17:40:00,BROOKLYN,67,0,,true,,,,25-44,M,BLACK,1004591,233721,40.80817082700002,-73.92652336699997,POINT (-73.92652336699997 40.80817082700002) +217420954,09/03/2020,18:50:00,QUEENS,108,0,,true,25-44,M,WHITE HISPANIC,25-44,M,ASIAN / PACIFIC ISLANDER,988761,194230,40.69980031700004,-73.98373278599996,POINT (-73.98373278599996 40.69980031700004) +214608092,06/25/2020,18:18:00,MANHATTAN,23,0,,false,<18,M,BLACK HISPANIC,18-24,M,BLACK,1011758,238809,40.82211655000003,-73.90061307699995,POINT (-73.90061307699995 40.82211655000003) +215697333,07/23/2020,22:15:00,BROOKLYN,70,0,,false,,,,18-24,M,BLACK,990324,202686,40.72300909500007,-73.97808828999997,POINT (-73.97808828999997 40.72300909500007) +208009526,01/15/2020,05:31:00,BROOKLYN,83,0,,false,25-44,M,WHITE HISPANIC,18-24,M,WHITE HISPANIC,1011811,246833,40.844139945000045,-73.90038861799998,POINT (-73.90038861799998 40.84413994500005) +206931573,01/03/2020,17:30:00,BRONX,44,0,,false,,,,18-24,M,WHITE HISPANIC,1001747,228590,40.79409372500004,-73.936810155,POINT (-73.936810155 40.79409372500004) +215871907,07/28/2020,20:05:00,BROOKLYN,72,0,,false,25-44,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,1011653,241428,40.829305283000046,-73.90098175399999,POINT (-73.90098175399999 40.829305283000046) +218321577,09/24/2020,16:45:00,BROOKLYN,75,0,,false,25-44,M,BLACK,45-64,M,WHITE HISPANIC,997834,235324,40.812583588000045,-73.95092852499994,POINT (-73.95092852499994 40.812583588000045) +218391447,09/25/2020,12:00:00,BROOKLYN,73,0,,false,45-64,M,BLACK,<18,M,BLACK,1010201,237368,40.81816612400007,-73.90624419799997,POINT (-73.90624419799997 40.81816612400007) +215223447,07/10/2020,03:03:00,BRONX,43,0,,false,,,,<18,M,WHITE HISPANIC,1005000,238878,40.822324395000074,-73.92502998799995,POINT (-73.92502998799995 40.822324395000074) +208532947,01/26/2020,00:27:00,BRONX,43,0,BAR/NIGHT CLUB,false,25-44,M,WHITE HISPANIC,45-64,M,WHITE HISPANIC,1009028,247973,40.84727715500002,-73.91044290599996,POINT (-73.91044290599996 40.84727715500002) +216930293,08/23/2020,02:50:00,BRONX,52,0,,false,18-24,M,BLACK,18-24,F,WHITE HISPANIC,1042298,192835,40.695782146000056,-73.79066712199995,POINT (-73.79066712199995 40.695782146000056) +214729489,06/29/2020,18:10:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,991753,187169,40.68041746400007,-73.97295017499994,POINT (-73.97295017499994 40.68041746400007) +214948383,07/05/2020,03:20:00,MANHATTAN,34,0,,false,,,,25-44,M,WHITE HISPANIC,1046731,189586,40.68683423200008,-73.77471091499996,POINT (-73.77471091499996 40.68683423200008) +221098039,11/27/2020,18:05:00,BRONX,48,0,,false,,,,25-44,M,BLACK,1001638,186249,40.67787837600008,-73.93731323999998,POINT (-73.93731323999998 40.67787837600008) +210706802,03/06/2020,05:39:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,1006220,249790,40.85227171500002,-73.92058628899997,POINT (-73.92058628899998 40.85227171500002) +219056057,10/10/2020,04:26:00,BRONX,44,0,,false,,,,25-44,M,BLACK HISPANIC,1043505,190676,40.68984820800006,-73.78633341399996,POINT (-73.78633341399996 40.68984820800006) +214947241,07/05/2020,02:45:00,MANHATTAN,32,0,,false,,,,18-24,M,BLACK,1033395,238306,40.82064208100008,-73.822440896,POINT (-73.822440896 40.82064208100008) +213188081,05/16/2020,02:28:00,BROOKLYN,75,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,999428,236544,40.815929553000046,-73.94516735699995,POINT (-73.94516735699995 40.815929553000046) +222391347,12/29/2020,13:15:00,MANHATTAN,20,0,,false,25-44,M,BLACK,18-24,M,BLACK,1008878,184164,40.67213834100005,-73.91121881499998,POINT (-73.91121881499998 40.67213834100005) +216056537,08/01/2020,18:00:00,BRONX,40,0,,false,,,,18-24,M,BLACK,1008184,179250,40.65865240900007,-73.91373809099997,POINT (-73.91373809099997 40.65865240900007) +214608092,06/25/2020,18:18:00,MANHATTAN,23,0,,false,<18,M,BLACK HISPANIC,<18,F,BLACK HISPANIC,1011758,238809,40.82211655000003,-73.90061307699995,POINT (-73.90061307699995 40.82211655000003) +215254843,07/13/2020,20:40:00,MANHATTAN,34,0,,false,,,,18-24,M,WHITE HISPANIC,1000515,237599,40.818823297000044,-73.94123775899999,POINT (-73.94123775899999 40.818823297000044) +220254187,11/08/2020,20:31:00,STATEN ISLAND,120,0,PVT HOUSE,false,,,,45-64,M,BLACK,1006684,190282,40.68893669000005,-73.91910769699997,POINT (-73.91910769699997 40.68893669000005) +209098666,02/05/2020,23:13:00,MANHATTAN,34,0,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1005192,180644,40.66248621300008,-73.92451757499998,POINT (-73.92451757499998 40.66248621300008) +213385783,05/21/2020,23:13:00,BRONX,52,0,,false,,,,18-24,M,BLACK HISPANIC,998160,227234,40.79037824500005,-73.94976759099995,POINT (-73.94976759099995 40.79037824500005) +222048379,12/18/2020,21:34:00,MANHATTAN,23,0,,false,,,,25-44,M,WHITE HISPANIC,997457,181411,40.66460637300003,-73.95239629299994,POINT (-73.95239629299994 40.664606373000034) +217509097,09/06/2020,15:05:00,BROOKLYN,75,0,,false,18-24,F,WHITE HISPANIC,25-44,M,WHITE HISPANIC,986771,148698,40.57482547700005,-73.99092660999997,POINT (-73.99092660999997 40.57482547700005) +220229020,11/07/2020,14:58:00,BROOKLYN,69,0,GROCERY/BODEGA,false,,,,18-24,M,BLACK,997440,233857,40.80855767700007,-73.95235475399994,POINT (-73.95235475399994 40.808557677000074) +221765166,12/12/2020,16:05:00,BROOKLYN,78,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,WHITE HISPANIC,997697,196545,40.70614538300004,-73.95150100299998,POINT (-73.95150100299998 40.70614538300005) +221698131,12/11/2020,02:35:00,BROOKLYN,77,2,MULTI DWELL - 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PUBLIC HOUS,false,25-44,M,BLACK,18-24,M,BLACK HISPANIC,1005600,253669,40.862919927000064,-73.92281505299998,POINT (-73.92281505299998 40.862919927000064) +214467130,06/22/2020,20:39:00,BRONX,43,0,BAR/NIGHT CLUB,false,,,,25-44,M,BLACK,1004819,236531,40.81588296500007,-73.92569114999998,POINT (-73.92569114999998 40.81588296500007) +219057186,10/11/2020,00:40:00,BROOKLYN,70,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1025580,236918,40.816872438000075,-73.85068492699997,POINT (-73.85068492699997 40.816872438000075) +211663635,04/01/2020,04:18:00,BROOKLYN,77,0,PVT HOUSE,false,,,,25-44,M,BLACK,1005192,180644,40.66248621300008,-73.92451757499998,POINT (-73.92451757499998 40.66248621300008) +218631782,10/01/2020,03:30:00,BROOKLYN,73,0,,false,,,,25-44,M,WHITE HISPANIC,1021910,182503,40.66753342700008,-73.86424848999997,POINT (-73.86424848999997 40.66753342700008) +214948383,07/05/2020,03:20:00,MANHATTAN,34,0,,false,,,,<18,M,BLACK HISPANIC,992376,188772,40.68481678500007,-73.97070208199995,POINT (-73.97070208199995 40.68481678500007) +216928801,08/22/2020,22:30:00,BRONX,42,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1008052,179225,40.65858414500008,-73.91421393599995,POINT (-73.91421393599995 40.65858414500008) +216692583,08/17/2020,04:10:00,MANHATTAN,24,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,UNKNOWN,25-44,M,BLACK,989562,159787,40.60526133700006,-73.98087114899994,POINT (-73.98087114899994 40.60526133700006) +216972672,08/24/2020,15:11:00,BRONX,44,0,,false,,,,18-24,M,BLACK,1002164,155040,40.59221527000005,-73.93549972199997,POINT (-73.93549972199997 40.59221527000005) +216103885,08/03/2020,00:50:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,false,,,,45-64,F,BLACK,1002051,245311,40.839987567000044,-73.93566789499994,POINT (-73.93566789499994 40.839987567000044) +215225159,07/12/2020,00:20:00,BRONX,48,2,MULTI DWELL - PUBLIC HOUS,false,,,,45-64,M,BLACK,1017119,183909,40.67141166300007,-73.88151172399995,POINT (-73.88151172399995 40.67141166300007) +214947242,07/05/2020,06:00:00,BRONX,40,0,,false,18-24,M,BLACK,18-24,M,WHITE HISPANIC,1010325,237183,40.81765798700008,-73.90579692299998,POINT (-73.90579692299998 40.81765798700008) +216651335,08/15/2020,14:10:00,QUEENS,101,0,,false,,,,18-24,M,BLACK,1008941,190260,40.688870297000044,-73.91096936799994,POINT (-73.91096936799994 40.688870297000044) +214431183,06/20/2020,04:55:00,BRONX,48,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,992254,159711,40.60505071000005,-73.97117644499998,POINT (-73.971176445 40.60505071000005) +215223448,07/11/2020,21:21:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,991557,168868,40.63018538100005,-73.973676658,POINT (-73.973676658 40.63018538100005) +216936948,08/21/2020,02:10:00,BRONX,48,0,MULTI DWELL - APT BUILD,false,,,,45-64,M,BLACK HISPANIC,995580,183019,40.66902257700008,-73.95915931099995,POINT (-73.95915931099995 40.66902257700008) +219293607,10/15/2020,18:06:00,MANHATTAN,28,0,,false,18-24,M,BLACK,45-64,M,WHITE HISPANIC,1008512,184865,40.67406343900007,-73.91253570199996,POINT (-73.91253570199996 40.67406343900007) +215492772,07/19/2020,04:06:00,BRONX,42,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,25-44,M,BLACK,1014362,245499,40.840470176000046,-73.89117461899998,POINT (-73.89117461899998 40.840470176000046) +207815717,01/11/2020,03:02:00,BRONX,40,0,,false,,,,18-24,M,BLACK,947242,170243,40.63388516500004,-74.13333686699998,POINT (-74.13333686699998 40.63388516500004) +217953381,09/16/2020,22:09:00,BROOKLYN,70,0,,false,25-44,M,BLACK,25-44,M,BLACK,984160,188429,40.68387905700007,-74.00032594799995,POINT (-74.00032594799995 40.68387905700007) +214693791,06/28/2020,01:45:00,BROOKLYN,90,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK,942286,166647,40.62399282300004,-74.15117035299994,POINT (-74.15117035299994 40.62399282300004) +214694691,06/27/2020,03:05:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,991557,168868,40.63018538100005,-73.973676658,POINT (-73.973676658 40.63018538100005) +215133413,07/09/2020,03:22:00,MANHATTAN,24,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1044950,195558,40.70323833200007,-73.78107890399998,POINT (-73.78107890399998 40.70323833200007) +216263382,08/06/2020,18:15:00,BROOKLYN,67,0,,false,,,,18-24,M,BLACK,1005106,185809,40.676663185000045,-73.92481157699996,POINT (-73.92481157699996 40.676663185000045) +215593075,07/21/2020,23:21:00,BRONX,47,0,,false,,,,45-64,M,BLACK,1019624,188346,40.683580560000046,-73.87245815299997,POINT (-73.87245815299997 40.683580560000046) +215770231,07/25/2020,21:30:00,BROOKLYN,81,0,,false,,,,18-24,M,BLACK,1035590,195583,40.703366206000055,-73.81483667599997,POINT (-73.81483667599997 40.703366206000055) +217212139,08/29/2020,17:57:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1008789,177637,40.654223423000076,-73.91156340899995,POINT (-73.91156340899995 40.654223423000076) +215817234,07/27/2020,03:48:00,MANHATTAN,23,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1020547,255511,40.86792685200004,-73.86876742799996,POINT (-73.86876742799996 40.867926852000046) +221940312,12/16/2020,16:00:00,BRONX,49,2,MULTI DWELL - PUBLIC HOUS,false,,,,<18,M,BLACK,1013724,253001,40.86106308500007,-73.893447414,POINT (-73.893447414 40.86106308500007) +216843323,08/20/2020,22:13:00,BROOKLYN,88,0,,true,,,,18-24,M,BLACK,1015154,203604,40.72547688900005,-73.88850499499993,POINT (-73.88850499499993 40.72547688900005) +208187331,01/18/2020,21:52:00,BRONX,52,0,,false,,,,25-44,M,WHITE HISPANIC,1022705,215793,40.75890301700008,-73.86119261,POINT (-73.86119261 40.75890301700008) +219688157,10/24/2020,01:58:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1005600,253669,40.862919927000064,-73.92281505299998,POINT (-73.92281505299998 40.862919927000064) +214184456,06/14/2020,23:10:00,MANHATTAN,33,0,,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,997486,239574,40.82424917200007,-73.95217731099996,POINT (-73.95217731099996 40.82424917200007) +221103183,11/27/2020,04:18:00,BROOKLYN,75,0,,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1009069,244907,40.83886177100004,-73.91030606099997,POINT (-73.91030606099997 40.83886177100004) +214729855,06/29/2020,23:38:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,998880,170274,40.63403548700006,-73.94729118999999,POINT (-73.94729119 40.63403548700006) +219559165,10/21/2020,23:40:00,BRONX,44,0,,true,,,,18-24,M,WHITE HISPANIC,1014154,251416,40.85671129100007,-73.89189995599996,POINT (-73.89189995599997 40.85671129100007) +222048744,12/18/2020,21:03:00,QUEENS,107,0,MULTI DWELL - APT BUILD,false,,,,45-64,M,ASIAN / PACIFIC ISLANDER,1005638,248319,40.84823568600007,-73.92269474099999,POINT (-73.92269474099999 40.84823568600007) +211272847,03/19/2020,20:08:00,BROOKLYN,81,0,,false,,,,18-24,M,BLACK,1055989,206108,40.73211282000005,-73.741153076,POINT (-73.741153076 40.73211282000005) +219173972,10/14/2020,23:08:00,BROOKLYN,69,0,,false,,,,25-44,M,BLACK,1007783,185486,40.67576991200008,-73.91516161399994,POINT (-73.91516161399994 40.675769912000085) +211362507,03/22/2020,15:30:00,BROOKLYN,88,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,F,BLACK,1021555,236850,40.81670371100006,-73.86522675299993,POINT (-73.86522675299993 40.81670371100006) +215643887,07/22/2020,18:15:00,BROOKLYN,71,0,,false,,,,18-24,M,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +210156781,02/26/2020,22:50:00,MANHATTAN,34,0,MULTI DWELL - APT BUILD,false,18-24,M,BLACK HISPANIC,25-44,F,BLACK HISPANIC,1006900,177701,40.65440412200008,-73.91837110599994,POINT (-73.91837110599994 40.65440412200008) +214948384,07/05/2020,17:20:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,1014810,181040,40.663545173000045,-73.88984845299996,POINT (-73.88984845299996 40.663545173000045) +213748381,06/01/2020,14:33:00,QUEENS,113,0,,true,,,,25-44,M,BLACK,998829,226859,40.78934789300007,-73.94735241299998,POINT (-73.94735241299998 40.78934789300007) +211362506,03/21/2020,16:05:00,QUEENS,113,0,,false,,,,18-24,M,BLACK,1013405,251801,40.85777050600007,-73.89460587699995,POINT (-73.89460587699995 40.85777050600007) +219402624,10/19/2020,07:03:00,BRONX,52,0,SOCIAL CLUB/POLICY LOCATI,false,,,,18-24,F,WHITE HISPANIC,998829,226859,40.78934789300007,-73.94735241299998,POINT (-73.94735241299998 40.78934789300007) +221765166,12/12/2020,16:05:00,BROOKLYN,78,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,1013526,236951,40.817011183000034,-73.89423327699996,POINT (-73.89423327699996 40.817011183000034) +215492766,07/19/2020,23:05:00,BRONX,40,0,,false,<18,M,BLACK,18-24,M,BLACK,1009821,236559,40.81594675500003,-73.90762016499998,POINT (-73.90762016499998 40.81594675500003) +214947242,07/05/2020,06:00:00,BRONX,40,0,,false,18-24,M,BLACK,18-24,M,BLACK,990173,227127,40.79009352000002,-73.97861152599995,POINT (-73.97861152599995 40.79009352000002) +215133068,07/09/2020,21:35:00,BROOKLYN,94,0,,false,45-64,M,BLACK,25-44,M,WHITE HISPANIC,1002883,231248,40.80138689000006,-73.93270005999993,POINT (-73.93270005999993 40.80138689000006) +220844463,11/20/2020,20:51:00,BROOKLYN,70,0,,false,,,,18-24,M,BLACK,1001343,240901,40.82788478800006,-73.93823787399998,POINT (-73.93823787399998 40.82788478800006) +221490638,12/07/2020,19:56:00,MANHATTAN,32,0,HOSPITAL,false,,,,18-24,M,BLACK,1000521,168264,40.62851560000007,-73.94138369799998,POINT (-73.94138369799998 40.62851560000007) +214431184,06/20/2020,04:00:00,BRONX,43,0,,false,,,,45-64,M,BLACK,1016142,243637,40.83535328100004,-73.88475043899997,POINT (-73.88475043899997 40.83535328100004) +221025254,11/25/2020,21:35:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,,,,18-24,M,BLACK,1006930,254095,40.864085852000066,-73.91800528099996,POINT (-73.91800528099996 40.864085852000066) +222052230,12/20/2020,01:27:00,BROOKLYN,90,0,COMMERCIAL BLDG,false,,,,25-44,M,BLACK,997697,196545,40.70614538300004,-73.95150100299998,POINT (-73.95150100299998 40.70614538300005) +213724262,05/30/2020,23:08:00,BROOKLYN,63,0,,false,,,,25-44,M,BLACK,1032140,242004,40.83079891400007,-73.82694879599995,POINT (-73.82694879599995 40.83079891400007) +207815718,01/11/2020,22:37:00,BRONX,44,0,,true,25-44,M,BLACK,25-44,M,BLACK,1003113,184922,40.67423304000005,-73.93199920199999,POINT (-73.93199920199999 40.67423304000005) +214925555,07/03/2020,00:25:00,BROOKLYN,79,0,,false,,,,18-24,M,BLACK,997102,172326,40.639670548000026,-73.95369321599996,POINT (-73.95369321599998 40.639670548000026) +219578468,10/22/2020,03:29:00,BRONX,46,0,,false,,,,25-44,M,BLACK,1016287,249234,40.85071487300007,-73.884199702,POINT (-73.884199702 40.85071487300007) +214264816,06/16/2020,00:30:00,MANHATTAN,23,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,990324,202686,40.72300909500007,-73.97808828999997,POINT (-73.97808828999997 40.72300909500007) +215133413,07/09/2020,03:22:00,MANHATTAN,24,2,MULTI DWELL - PUBLIC HOUS,true,,,,<18,M,ASIAN / PACIFIC ISLANDER,997754,193359,40.697400473000066,-73.95130180499996,POINT (-73.95130180499997 40.697400473000066) +213724258,05/30/2020,23:27:00,MANHATTAN,33,0,,false,18-24,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1018156,187617,40.68158536800007,-73.87775478499998,POINT (-73.87775478499998 40.68158536800007) +216104439,08/03/2020,22:04:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1002771,196124,40.70498067200003,-73.93320133799993,POINT (-73.93320133799993 40.70498067200003) +217406111,09/03/2020,01:45:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,996015,232678,40.805323660000056,-73.95750439499993,POINT (-73.95750439499993 40.805323660000056) +216693024,08/17/2020,02:13:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1001627,189572,40.68699927500006,-73.93734432899998,POINT (-73.93734432899998 40.68699927500006) +216351811,08/07/2020,01:02:00,BRONX,40,0,,false,,,,18-24,F,BLACK HISPANIC,1000869,189184,40.68593576000006,-73.94007844399994,POINT (-73.94007844399994 40.68593576000006) +218092566,09/18/2020,21:47:00,BROOKLYN,63,0,,false,,,,18-24,M,BLACK HISPANIC,1036176,153315,40.58734650400004,-73.81304853899996,POINT (-73.81304853899996 40.58734650400004) +220870735,11/22/2020,23:15:00,BROOKLYN,79,0,MULTI DWELL - APT BUILD,false,,,,<18,F,BLACK,1049551,199254,40.71335018600007,-73.76444902399999,POINT (-73.76444902399999 40.71335018600007) +215776717,07/26/2020,23:42:00,BROOKLYN,63,0,,false,,,,18-24,M,BLACK,1000212,190859,40.69053445900005,-73.94244341499996,POINT (-73.94244341499996 40.69053445900005) +219500455,10/20/2020,21:23:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1007770,242308,40.83173182300004,-73.91500973199999,POINT (-73.91500973199999 40.83173182300004) +213050795,05/13/2020,19:05:00,MANHATTAN,32,0,,false,25-44,M,BLACK,45-64,M,BLACK,1008207,172190,40.63927418400005,-73.91368026799995,POINT (-73.91368026799995 40.63927418400005) +212640102,05/02/2020,15:18:00,BRONX,49,0,,true,25-44,M,ASIAN / PACIFIC ISLANDER,25-44,M,WHITE HISPANIC,1012551,236626,40.816122327000066,-73.89775711899993,POINT (-73.89775711899993 40.816122327000066) +209283225,02/09/2020,19:40:00,BROOKLYN,77,0,BAR/NIGHT CLUB,false,,,,18-24,M,BLACK,997674,181717,40.66544594900005,-73.95161349899996,POINT (-73.95161349899998 40.66544594900005) +214214865,06/15/2020,18:20:00,BROOKLYN,81,0,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,984338,208351,40.73856022100006,-73.99968389599996,POINT (-73.99968389599996 40.73856022100006) +213386282,05/21/2020,01:09:00,MANHATTAN,28,0,,false,,,,18-24,M,BLACK,1009142,187708,40.681865079000026,-73.91025402099996,POINT (-73.91025402099996 40.681865079000026) +212944540,05/11/2020,17:06:00,STATEN ISLAND,121,0,PVT HOUSE,false,45-64,M,WHITE HISPANIC,25-44,F,BLACK HISPANIC,1049837,157548,40.59887464700005,-73.76382298499993,POINT (-73.76382298499993 40.59887464700005) +215302916,07/14/2020,01:53:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,1006952,179069,40.65815884800003,-73.91817909399998,POINT (-73.91817909399998 40.65815884800003) +212516310,04/29/2020,13:40:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1006605,254113,40.86413608500004,-73.91918020999998,POINT (-73.91918020999998 40.86413608500004) +219500936,10/20/2020,23:15:00,BROOKLYN,67,0,,false,,,,25-44,M,BLACK,1002948,182618,40.66790942700004,-73.93260042799993,POINT (-73.93260042799993 40.66790942700004) +217206842,08/27/2020,00:30:00,BRONX,52,0,,false,25-44,M,WHITE HISPANIC,25-44,F,WHITE HISPANIC,1007956,233989,40.80889802400003,-73.91436698999998,POINT (-73.91436698999998 40.80889802400003) +218720899,10/02/2020,14:50:00,MANHATTAN,30,0,,false,25-44,M,BLACK HISPANIC,25-44,M,BLACK HISPANIC,1002652,215969,40.759450567000044,-73.933576266,POINT (-73.933576266 40.759450567000044) +215816857,07/27/2020,01:33:00,BRONX,44,0,,false,<18,M,BLACK,25-44,M,BLACK,1015283,247424,40.84575054600003,-73.88783715799997,POINT (-73.88783715799997 40.84575054600003) +215776333,07/26/2020,18:38:00,BROOKLYN,75,0,,false,<18,M,WHITE HISPANIC,<18,M,BLACK,951232,170429,40.634411467000064,-74.11896229899996,POINT (-74.11896229899996 40.634411467000064) +220229020,11/07/2020,14:58:00,BROOKLYN,69,0,GROCERY/BODEGA,false,,,,45-64,M,BLACK,997440,233857,40.80855767700007,-73.95235475399994,POINT (-73.95235475399994 40.808557677000074) +215400279,07/16/2020,17:19:00,BROOKLYN,81,0,PVT HOUSE,false,25-44,M,BLACK,18-24,M,BLACK,999656,230985,40.80067124200008,-73.94435640999995,POINT (-73.94435640999995 40.80067124200008) +222275369,12/25/2020,13:10:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,<18,M,BLACK,18-24,M,BLACK,996267,171694,40.63793701400005,-73.95670300599994,POINT (-73.95670300599994 40.63793701400005) +213187656,05/16/2020,00:50:00,QUEENS,103,0,,true,,,,18-24,M,WHITE HISPANIC,1000304,197821,40.70964335600007,-73.94209507399995,POINT (-73.94209507399995 40.70964335600007) +219438661,10/19/2020,23:56:00,BROOKLYN,69,0,,false,,,,18-24,M,BLACK,1004952,183648,40.67073208700003,-73.92537341399996,POINT (-73.92537341399996 40.67073208700003) +216511818,08/12/2020,13:58:00,BROOKLYN,73,2,MULTI DWELL - PUBLIC HOUS,true,25-44,M,BLACK,25-44,M,BLACK,1010760,248008,40.847368191000044,-73.90418256499999,POINT (-73.90418256499999 40.847368191000044) +221098042,11/27/2020,19:25:00,STATEN ISLAND,120,0,MULTI DWELL - APT BUILD,false,25-44,M,BLACK,18-24,M,BLACK,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +214983380,07/06/2020,17:05:00,QUEENS,113,0,PVT HOUSE,false,,,,<18,M,BLACK,1005028,234516,40.810351863000044,-73.92494232599995,POINT (-73.92494232599995 40.810351863000044) +214931255,07/05/2020,04:15:00,BROOKLYN,77,0,,false,,,,25-44,F,BLACK,999880,190399,40.68927245800006,-73.94364165399996,POINT (-73.94364165399996 40.68927245800006) +215767019,07/24/2020,22:18:00,BROOKLYN,77,2,MULTI DWELL - PUBLIC HOUS,true,,,,<18,M,BLACK,1011110,178777,40.65734573700007,-73.90319404099995,POINT (-73.90319404099995 40.65734573700007) +220960807,11/24/2020,22:13:00,BRONX,43,0,,false,,,,25-44,M,BLACK HISPANIC,1003396,230824,40.80022202900005,-73.93084834199995,POINT (-73.93084834199995 40.80022202900005) +214925555,07/03/2020,00:25:00,BROOKLYN,79,0,,false,,,,18-24,M,ASIAN / PACIFIC ISLANDER,1009357,177370,40.65348897400003,-73.90951734499998,POINT (-73.90951734499998 40.65348897400003) +218321574,09/24/2020,08:40:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,1006600,238545,40.82140650100007,-73.91925016899995,POINT (-73.91925016899995 40.82140650100007) +217211030,08/29/2020,02:40:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK HISPANIC,25-44,M,WHITE HISPANIC,997568,188137,40.683067566000034,-73.95198290099995,POINT (-73.95198290099995 40.683067566000034) +220071848,11/03/2020,19:25:00,BRONX,42,0,,false,,,,18-24,M,WHITE HISPANIC,1017428,255840,40.868842130000075,-73.88004271999995,POINT (-73.88004271999995 40.868842130000075) +217540562,09/07/2020,02:49:00,BROOKLYN,71,0,,false,<18,M,BLACK,45-64,M,BLACK,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +215303001,07/14/2020,14:03:00,QUEENS,101,0,PVT HOUSE,true,<18,M,BLACK,25-44,M,BLACK,1012292,186875,40.679569266000044,-73.89890025799998,POINT (-73.898900258 40.679569266000044) +216922892,08/21/2020,01:15:00,BROOKLYN,67,0,MULTI DWELL - APT BUILD,false,,,,45-64,M,BLACK,1013210,182271,40.66692937100004,-73.89561033099994,POINT (-73.89561033099994 40.66692937100004) +221443936,12/05/2020,01:10:00,QUEENS,103,0,,false,,,,25-44,F,BLACK,989591,192506,40.69506787500006,-73.98074080599997,POINT (-73.98074080599997 40.69506787500006) +212640536,05/03/2020,16:05:00,MANHATTAN,33,0,,false,,,,18-24,M,BLACK,1009701,249613,40.85177655500007,-73.90800416599996,POINT (-73.90800416599996 40.85177655500007) +211219385,03/18/2020,22:17:00,BROOKLYN,73,0,,false,,,,18-24,M,BLACK,1023802,242377,40.831863965000025,-73.85707627399995,POINT (-73.85707627399995 40.831863965000025) +214430792,06/19/2020,19:02:00,QUEENS,106,0,PVT HOUSE,false,,,,25-44,M,BLACK,986694,214464,40.75533853600007,-73.99117995599995,POINT (-73.99117995599995 40.75533853600007) +213471602,05/22/2020,17:50:00,STATEN ISLAND,120,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,<18,U,BLACK,1013233,186393,40.67824325500004,-73.89550970099998,POINT (-73.89550970099998 40.67824325500004) +217212136,08/29/2020,19:00:00,BROOKLYN,75,0,,false,,,,18-24,M,BLACK,1016506,176978,40.65238986700007,-73.88375468599996,POINT (-73.88375468599996 40.65238986700007) +215770236,07/26/2020,06:45:00,BROOKLYN,79,0,,false,,,,25-44,M,BLACK,987206,188576,40.68428204500003,-73.98934328299998,POINT (-73.98934328299998 40.68428204500003) +217773053,09/11/2020,02:08:00,BRONX,47,0,,false,,,,18-24,M,BLACK,1017428,255840,40.868842130000075,-73.88004271999995,POINT (-73.88004271999995 40.868842130000075) +221765166,12/12/2020,16:05:00,BROOKLYN,78,2,MULTI DWELL - PUBLIC HOUS,false,,,,25-44,M,BLACK,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +217704221,09/10/2020,16:38:00,BRONX,42,0,,true,18-24,M,BLACK,<18,M,BLACK,1005028,234516,40.810351863000044,-73.92494232599995,POINT (-73.92494232599995 40.810351863000044) +221484508,12/07/2020,21:51:00,QUEENS,106,0,,true,18-24,M,ASIAN / PACIFIC ISLANDER,18-24,M,BLACK,1017141,183798,40.67110691100004,-73.88143295699997,POINT (-73.88143295699997 40.67110691100004) +218016705,09/17/2020,16:00:00,BRONX,40,0,,true,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,1040889,155021,40.59200026000008,-73.79606574699994,POINT (-73.79606574699994 40.59200026000008) +215302969,07/14/2020,02:29:00,BRONX,48,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,966133,157313,40.59845378000005,-74.06524018,POINT (-74.06524018 40.59845378000006) +213471603,05/23/2020,18:52:00,BROOKLYN,63,0,,false,25-44,M,BLACK,18-24,M,BLACK,1010044,244313,40.83722861900003,-73.90678471699994,POINT (-73.90678471699994 40.83722861900003) +216930291,08/23/2020,02:21:00,BRONX,47,0,GROCERY/BODEGA,false,25-44,M,BLACK,25-44,M,WHITE HISPANIC,1030347,215618,40.758386148000056,-73.83360897499993,POINT (-73.83360897499993 40.758386148000056) +212082674,04/16/2020,02:48:00,MANHATTAN,23,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,25-44,M,BLACK,1004840,234488,40.81027545200004,-73.92562154799998,POINT (-73.92562154799998 40.81027545200004) +214431172,06/20/2020,01:24:00,MANHATTAN,34,0,,false,25-44,M,BLACK,25-44,F,BLACK,1009279,179175,40.65844352300008,-73.90979175299998,POINT (-73.90979175299998 40.65844352300008) +222164728,12/22/2020,17:46:00,MANHATTAN,32,0,,true,,,,25-44,M,BLACK HISPANIC,1053648,159131,40.60319062200006,-73.75008340299998,POINT (-73.75008340299998 40.60319062200006) +208437742,01/23/2020,14:00:00,MANHATTAN,30,0,,true,18-24,M,BLACK HISPANIC,25-44,M,BLACK,997911,232850,40.80579302500007,-73.95065539299998,POINT (-73.95065539299998 40.80579302500007) +214183639,06/12/2020,23:00:00,BRONX,47,0,,false,,,,<18,M,BLACK,1015477,257492,40.87338347900004,-73.88708906999993,POINT (-73.88708906999993 40.87338347900004) +210338030,03/01/2020,19:15:00,BRONX,48,0,,false,,,,18-24,M,BLACK,1016435,169704,40.63242457100006,-73.88404526199997,POINT (-73.88404526199997 40.63242457100006) +208600971,01/27/2020,21:30:00,BROOKLYN,69,0,GROCERY/BODEGA,false,25-44,M,BLACK,25-44,M,BLACK,1000002,189598,40.68707368100007,-73.94320360999996,POINT (-73.94320360999996 40.68707368100007) +216745751,08/18/2020,19:14:00,BROOKLYN,67,0,,true,,,,18-24,M,BLACK,997897,175677,40.64886713300007,-73.95082189999994,POINT (-73.95082189999994 40.64886713300007) +216458280,08/11/2020,01:01:00,BRONX,42,0,,false,25-44,M,WHITE HISPANIC,<18,F,WHITE HISPANIC,1004298,242846,40.83321704200006,-73.92755451499994,POINT (-73.92755451499995 40.83321704200006) +215086719,07/08/2020,17:14:00,BROOKLYN,73,0,,false,18-24,M,BLACK,45-64,M,BLACK HISPANIC,1004840,234488,40.81027545200004,-73.92562154799998,POINT (-73.92562154799998 40.81027545200004) +220002824,10/31/2020,01:50:00,BROOKLYN,63,0,,true,,,,25-44,M,BLACK,1025204,258236,40.87538575600007,-73.85191313299998,POINT (-73.85191313299998 40.87538575600007) +209975795,02/23/2020,22:30:00,QUEENS,101,0,,false,<18,M,BLACK,18-24,M,WHITE HISPANIC,1001105,227431,40.79091383100007,-73.93913167799997,POINT (-73.93913167799997 40.79091383100007) +212640530,05/02/2020,19:50:00,QUEENS,114,0,,false,,,,18-24,M,WHITE HISPANIC,1013233,186393,40.67824325500004,-73.89550970099998,POINT (-73.89550970099998 40.67824325500004) +217540936,09/07/2020,06:50:00,BROOKLYN,68,0,,true,45-64,M,WHITE HISPANIC,45-64,M,WHITE,1011246,193597,40.69802285500003,-73.90264451499998,POINT (-73.90264451499998 40.69802285500003) +217496598,09/05/2020,06:00:00,BROOKLYN,72,0,,false,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,999008,181467,40.664757631000036,-73.94680553199998,POINT (-73.94680553199998 40.664757631000036) +217778055,09/12/2020,01:33:00,BRONX,40,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK,18-24,M,BLACK HISPANIC,1010025,246298,40.84267692000003,-73.906845752,POINT (-73.906845752 40.84267692000003) +211963623,04/10/2020,19:44:00,MANHATTAN,23,0,,true,25-44,M,BLACK,18-24,M,BLACK,1007694,219657,40.76956124200007,-73.91536344699995,POINT (-73.91536344699995 40.76956124200007) +218219250,09/22/2020,01:22:00,MANHATTAN,28,0,,false,<18,M,BLACK,25-44,M,WHITE HISPANIC,1000697,197070,40.70758131700006,-73.94067936799998,POINT (-73.94067936799998 40.70758131700007) +217218948,08/28/2020,20:58:00,BRONX,42,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK,1012487,179224,40.65856836900008,-73.89822926299998,POINT (-73.89822926299998 40.65856836900008) +213724256,05/29/2020,22:00:00,MANHATTAN,30,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,WHITE HISPANIC,1012957,184994,40.67440421700008,-73.89651071499998,POINT (-73.89651071499998 40.67440421700009) +220229019,11/07/2020,04:51:00,MANHATTAN,34,0,,false,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,1010567,240691,40.827285732000064,-73.90490886099997,POINT (-73.90490886099997 40.827285732000064) +220863880,11/22/2020,13:19:00,BROOKLYN,75,0,,false,18-24,M,BLACK,25-44,M,WHITE HISPANIC,995708,176233,40.65039633400005,-73.95870942899995,POINT (-73.95870942899997 40.65039633400005) +212400497,04/25/2020,16:34:00,BROOKLYN,73,0,,false,,,,25-44,M,BLACK,982600,196931,40.70721492400003,-74.00595273699997,POINT (-74.00595273699997 40.70721492400003) +211767422,04/04/2020,18:15:00,BROOKLYN,79,2,MULTI DWELL - 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PUBLIC HOUS,false,18-24,M,BLACK,25-44,M,BLACK,1027440,251415,40.85665355000003,-73.84387180799997,POINT (-73.84387180799999 40.85665355000003) +213099073,05/14/2020,01:03:00,QUEENS,100,0,,false,<18,M,BLACK,18-24,M,WHITE HISPANIC,1006160,180447,40.66194314900008,-73.92102913399998,POINT (-73.92102913399998 40.66194314900008) +215302966,07/14/2020,20:07:00,BROOKLYN,75,0,,false,,,,25-44,M,BLACK,989487,190443,40.689405478000026,-73.98111745299997,POINT (-73.98111745299997 40.689405478000026) +217593703,09/08/2020,16:40:00,BROOKLYN,79,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,BLACK,998829,226859,40.78934789300007,-73.94735241299998,POINT (-73.94735241299998 40.78934789300007) +214834074,07/02/2020,00:22:00,BROOKLYN,67,0,,true,,,,18-24,M,BLACK,1040736,157092,40.59768570000005,-73.79659932599996,POINT (-73.79659932599996 40.59768570000005) +221286028,12/03/2020,06:40:00,BROOKLYN,70,0,RESTAURANT/DINER,false,,,,25-44,M,BLACK,1023743,190142,40.688492745000076,-73.85759632499997,POINT (-73.85759632499997 40.688492745000076) +213099073,05/14/2020,01:03:00,QUEENS,100,0,,false,25-44,M,BLACK,18-24,M,BLACK,1017108,182186,40.666682456000046,-73.88155977599996,POINT (-73.88155977599996 40.666682456000046) +212640102,05/02/2020,15:18:00,BRONX,49,0,,true,25-44,M,WHITE,25-44,M,WHITE HISPANIC,1053494,161530,40.60977656700004,-73.75061339299998,POINT (-73.75061339299998 40.60977656700004) +215225158,07/12/2020,11:32:00,BROOKLYN,79,0,,false,25-44,M,BLACK,45-64,M,BLACK,1021937,260565,40.88179268700002,-73.86371337599996,POINT (-73.86371337599996 40.88179268700002) +218459418,09/28/2020,18:21:00,BRONX,43,2,MULTI DWELL - PUBLIC HOUS,false,,,,18-24,M,WHITE HISPANIC,1007997,247789,40.84677496300003,-73.91417004,POINT (-73.91417004 40.84677496300003) +215483874,07/17/2020,01:55:00,BROOKLYN,76,2,MULTI DWELL - PUBLIC HOUS,false,18-24,M,BLACK HISPANIC,45-64,M,BLACK,1010854,182099,40.66646466200007,-73.90410359499998,POINT (-73.904103595 40.66646466200007) +214694696,06/27/2020,23:45:00,BRONX,44,0,,false,,,,25-44,M,BLACK,1013126,171312,40.636849591000036,-73.89596004099997,POINT (-73.89596004099997 40.636849591000036) +221795938,12/13/2020,16:00:00,BROOKLYN,75,0,,false,,,,25-44,F,BLACK,1008427,183518,40.670366460000025,-73.91284696199995,POINT (-73.91284696199995 40.670366460000025) +217593193,09/08/2020,21:25:00,QUEENS,114,2,MULTI DWELL - PUBLIC HOUS,true,18-24,M,BLACK,18-24,M,BLACK,977897,173058,40.64168677500004,-74.02289321399996,POINT (-74.02289321399996 40.64168677500004) +217495443,09/04/2020,01:36:00,QUEENS,100,0,PVT HOUSE,false,,,,25-44,M,BLACK,1017428,255840,40.868842130000075,-73.88004271999995,POINT (-73.88004271999995 40.868842130000075) +218830983,10/06/2020,20:55:00,BROOKLYN,69,0,,false,,,,<18,M,BLACK,997697,196545,40.70614538300004,-73.95150100299998,POINT (-73.95150100299998 40.70614538300005) +216935791,08/23/2020,23:36:00,BROOKLYN,70,0,,false,45-64,M,BLACK,25-44,M,BLACK,1011162,250253,40.853528832000045,-73.90272054899998,POINT (-73.90272054899998 40.853528832000045) +210591724,03/05/2020,10:48:00,MANHATTAN,33,0,,false,18-24,M,BLACK,25-44,M,BLACK,1010713,240858,40.82774366300004,-73.90438065399997,POINT (-73.90438065399997 40.82774366300004) +213099073,05/14/2020,01:03:00,QUEENS,100,0,,false,25-44,M,BLACK,18-24,M,WHITE HISPANIC,1013775,238190,40.820411060000026,-73.89332824199995,POINT (-73.89332824199995 40.820411060000026) +219247174,10/15/2020,02:22:00,BRONX,47,2,MULTI DWELL - PUBLIC HOUS,false,25-44,M,BLACK,25-44,M,BLACK,1016215,247514,40.845994245000036,-73.88446815299993,POINT (-73.88446815299993 40.845994245000036) +221766736,12/12/2020,05:55:00,BRONX,47,0,MULTI DWELL - APT BUILD,false,,,,25-44,F,BLACK,1029228,176725,40.65163996100006,-73.83790790099994,POINT (-73.83790790099994 40.65163996100006) +216927392,08/22/2020,00:55:00,MANHATTAN,28,0,,false,,,,18-24,F,BLACK,1009963,234433,40.810111068000026,-73.90711529999999,POINT (-73.90711529999999 40.81011106800003) +213187656,05/16/2020,00:50:00,QUEENS,103,0,,false,,,,25-44,M,BLACK,1006496,187716,40.68189408200004,-73.91979406899996,POINT (-73.91979406899996 40.68189408200004) +214183639,06/12/2020,23:00:00,BRONX,47,0,,false,,,,18-24,F,BLACK,999005,176940,40.65233201600006,-73.94682624999997,POINT (-73.94682624999997 40.65233201600006) +219164112,10/13/2020,01:50:00,QUEENS,104,0,,false,18-24,M,WHITE HISPANIC,25-44,M,BLACK HISPANIC,1027440,251415,40.85665355000003,-73.84387180799997,POINT (-73.84387180799999 40.85665355000003) +216935791,08/23/2020,23:36:00,BROOKLYN,70,0,,false,25-44,M,BLACK,45-64,M,BLACK,1044288,193135,40.69659229800004,-73.78348808399994,POINT (-73.78348808399994 40.69659229800004) +216795978,08/19/2020,19:47:00,BRONX,42,2,MULTI DWELL - 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PUBLIC HOUS,false,,,,18-24,M,BLACK,1002251,183677,40.67081759000007,-73.93511008699994,POINT (-73.93511008699994 40.67081759000007) +214778542,06/30/2020,23:39:00,QUEENS,110,0,,true,18-24,M,BLACK HISPANIC,18-24,M,WHITE HISPANIC,998644,214588,40.755667508000045,-73.94804678299994,POINT (-73.94804678299994 40.755667508000045) +214828724,07/01/2020,22:26:00,BROOKLYN,70,0,MULTI DWELL - APT BUILD,false,,,,25-44,M,BLACK,1003508,185056,40.67459999000005,-73.93057482199998,POINT (-73.93057482199998 40.67459999000005) +221766735,12/11/2020,18:48:00,BROOKLYN,67,0,,false,25-44,M,BLACK,25-44,M,BLACK,1009656,181287,40.664239422000044,-73.90842501099996,POINT (-73.90842501099996 40.664239422000044) +217776903,09/13/2020,09:16:00,BRONX,43,0,,true,25-44,M,WHITE HISPANIC,25-44,M,WHITE HISPANIC,995996,183938,40.67154448400004,-73.95765812199994,POINT (-73.95765812199994 40.67154448400004) +216360027,08/08/2020,21:00:00,BRONX,42,0,,true,18-24,M,BLACK,25-44,M,BLACK,1008739,239004,40.82266065500005,-73.911520222,POINT (-73.911520222 40.82266065500005) +214431175,06/21/2020,04:19:00,BROOKLYN,73,0,PVT HOUSE,false,,,,25-44,F,BLACK,1012853,176538,40.65119471500003,-73.89692151399998,POINT (-73.89692151399998 40.65119471500003) +214312556,06/17/2020,23:15:00,BRONX,47,2,MULTI DWELL - 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