Activity-1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# The usual preamble\n",
    "import pandas as pd\n",
    "# Open graphs in new cells in the page rather than in a separate window\n",
    "%matplotlib inline \n",
    "# Make the graphs a bit prettier, and bigger\n",
    "pd.set_option('display.width', 5000) \n",
    "pd.set_option('display.max_columns', 60) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We're going to use a new dataset here, to demonstrate how to deal with larger datasets. This is a subset of the of 311 service requests from [NYC Open Data](https://nycopendata.socrata.com/Social-Services/311-Service-Requests-from-2010-to-Present/erm2-nwe9). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/uttara/Documents/Anaconda/anaconda2/envs/py36/lib/python3.6/site-packages/IPython/core/interactiveshell.py:2785: DtypeWarning: Columns (8,17,39,40,46,47,48) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n"
     ]
    }
   ],
   "source": [
    "complaints = pd.read_csv('data/311-requests.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1.1 What's even in it? (the summary)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When you look at a large dataframe, instead of showing you the contents of the dataframe, it'll show you a *summary*. This includes all the columns, and how many non-null values there are in each column."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
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       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
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       "        text-align: right;\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unique Key</th>\n",
       "      <th>Created Date</th>\n",
       "      <th>Closed Date</th>\n",
       "      <th>Agency</th>\n",
       "      <th>Agency Name</th>\n",
       "      <th>Complaint Type</th>\n",
       "      <th>Descriptor</th>\n",
       "      <th>Location Type</th>\n",
       "      <th>Incident Zip</th>\n",
       "      <th>Incident Address</th>\n",
       "      <th>Street Name</th>\n",
       "      <th>Cross Street 1</th>\n",
       "      <th>Cross Street 2</th>\n",
       "      <th>Intersection Street 1</th>\n",
       "      <th>Intersection Street 2</th>\n",
       "      <th>Address Type</th>\n",
       "      <th>City</th>\n",
       "      <th>Landmark</th>\n",
       "      <th>Facility Type</th>\n",
       "      <th>Status</th>\n",
       "      <th>Due Date</th>\n",
       "      <th>Resolution Action Updated Date</th>\n",
       "      <th>Community Board</th>\n",
       "      <th>Borough</th>\n",
       "      <th>X Coordinate (State Plane)</th>\n",
       "      <th>Y Coordinate (State Plane)</th>\n",
       "      <th>Park Facility Name</th>\n",
       "      <th>Park Borough</th>\n",
       "      <th>School Name</th>\n",
       "      <th>School Number</th>\n",
       "      <th>School Region</th>\n",
       "      <th>School Code</th>\n",
       "      <th>School Phone Number</th>\n",
       "      <th>School Address</th>\n",
       "      <th>School City</th>\n",
       "      <th>School State</th>\n",
       "      <th>School Zip</th>\n",
       "      <th>School Not Found</th>\n",
       "      <th>School or Citywide Complaint</th>\n",
       "      <th>Vehicle Type</th>\n",
       "      <th>Taxi Company Borough</th>\n",
       "      <th>Taxi Pick Up Location</th>\n",
       "      <th>Bridge Highway Name</th>\n",
       "      <th>Bridge Highway Direction</th>\n",
       "      <th>Road Ramp</th>\n",
       "      <th>Bridge Highway Segment</th>\n",
       "      <th>Garage Lot Name</th>\n",
       "      <th>Ferry Direction</th>\n",
       "      <th>Ferry Terminal Name</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>26589651</td>\n",
       "      <td>10/31/2013 02:08:41 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>Loud Talking</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11432</td>\n",
       "      <td>90-03 169 STREET</td>\n",
       "      <td>169 STREET</td>\n",
       "      <td>90 AVENUE</td>\n",
       "      <td>91 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>JAMAICA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 10:08:41 AM</td>\n",
       "      <td>10/31/2013 02:35:17 AM</td>\n",
       "      <td>12 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1042027.0</td>\n",
       "      <td>197389.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.708275</td>\n",
       "      <td>-73.791604</td>\n",
       "      <td>(40.70827532593202, -73.79160395779721)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>26593698</td>\n",
       "      <td>10/31/2013 02:01:04 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>Commercial Overnight Parking</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11378</td>\n",
       "      <td>58 AVENUE</td>\n",
       "      <td>58 AVENUE</td>\n",
       "      <td>58 PLACE</td>\n",
       "      <td>59 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>MASPETH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 10:01:04 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>05 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1009349.0</td>\n",
       "      <td>201984.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.721041</td>\n",
       "      <td>-73.909453</td>\n",
       "      <td>(40.721040535628305, -73.90945306791765)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>26594139</td>\n",
       "      <td>10/31/2013 02:00:24 AM</td>\n",
       "      <td>10/31/2013 02:40:32 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>10032</td>\n",
       "      <td>4060 BROADWAY</td>\n",
       "      <td>BROADWAY</td>\n",
       "      <td>WEST 171 STREET</td>\n",
       "      <td>WEST 172 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 10:00:24 AM</td>\n",
       "      <td>10/31/2013 02:39:42 AM</td>\n",
       "      <td>12 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>1001088.0</td>\n",
       "      <td>246531.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.843330</td>\n",
       "      <td>-73.939144</td>\n",
       "      <td>(40.84332975466513, -73.93914371913482)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>26595721</td>\n",
       "      <td>10/31/2013 01:56:23 AM</td>\n",
       "      <td>10/31/2013 02:21:48 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>Car/Truck Horn</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10023</td>\n",
       "      <td>WEST 72 STREET</td>\n",
       "      <td>WEST 72 STREET</td>\n",
       "      <td>COLUMBUS AVENUE</td>\n",
       "      <td>AMSTERDAM AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:56:23 AM</td>\n",
       "      <td>10/31/2013 02:21:10 AM</td>\n",
       "      <td>07 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>989730.0</td>\n",
       "      <td>222727.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.778009</td>\n",
       "      <td>-73.980213</td>\n",
       "      <td>(40.7780087446372, -73.98021349023975)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>26590930</td>\n",
       "      <td>10/31/2013 01:53:44 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOHMH</td>\n",
       "      <td>Department of Health and Mental Hygiene</td>\n",
       "      <td>Rodent</td>\n",
       "      <td>Condition Attracting Rodents</td>\n",
       "      <td>Vacant Lot</td>\n",
       "      <td>10027</td>\n",
       "      <td>WEST 124 STREET</td>\n",
       "      <td>WEST 124 STREET</td>\n",
       "      <td>LENOX AVENUE</td>\n",
       "      <td>ADAM CLAYTON POWELL JR BOULEVARD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pending</td>\n",
       "      <td>11/30/2013 01:53:44 AM</td>\n",
       "      <td>10/31/2013 01:59:54 AM</td>\n",
       "      <td>10 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>998815.0</td>\n",
       "      <td>233545.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.807691</td>\n",
       "      <td>-73.947387</td>\n",
       "      <td>(40.80769092704951, -73.94738703491433)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>26592370</td>\n",
       "      <td>10/31/2013 01:46:52 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Banging/Pounding</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>11372</td>\n",
       "      <td>37 AVENUE</td>\n",
       "      <td>37 AVENUE</td>\n",
       "      <td>84 STREET</td>\n",
       "      <td>85 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>JACKSON HEIGHTS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 09:46:52 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>03 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1016948.0</td>\n",
       "      <td>212540.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.749989</td>\n",
       "      <td>-73.881988</td>\n",
       "      <td>(40.7499893014072, -73.88198770727831)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>26595682</td>\n",
       "      <td>10/31/2013 01:46:40 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Blocked Driveway</td>\n",
       "      <td>No Access</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11419</td>\n",
       "      <td>107-50 109 STREET</td>\n",
       "      <td>109 STREET</td>\n",
       "      <td>107 AVENUE</td>\n",
       "      <td>109 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>SOUTH RICHMOND HILL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 09:46:40 AM</td>\n",
       "      <td>10/31/2013 01:59:51 AM</td>\n",
       "      <td>10 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1030919.0</td>\n",
       "      <td>187622.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.681533</td>\n",
       "      <td>-73.831737</td>\n",
       "      <td>(40.68153278675525, -73.83173699701601)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>26595195</td>\n",
       "      <td>10/31/2013 01:44:19 AM</td>\n",
       "      <td>10/31/2013 01:58:49 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>11417</td>\n",
       "      <td>137-09 CROSSBAY BOULEVARD</td>\n",
       "      <td>CROSSBAY BOULEVARD</td>\n",
       "      <td>PITKIN AVENUE</td>\n",
       "      <td>VAN WICKLEN ROAD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>OZONE PARK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:44:19 AM</td>\n",
       "      <td>10/31/2013 01:58:49 AM</td>\n",
       "      <td>10 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1027776.0</td>\n",
       "      <td>184076.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.671816</td>\n",
       "      <td>-73.843092</td>\n",
       "      <td>(40.67181584567338, -73.84309181950769)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>26590540</td>\n",
       "      <td>10/31/2013 01:44:14 AM</td>\n",
       "      <td>10/31/2013 02:28:04 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Talking</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>10011</td>\n",
       "      <td>258 WEST 15 STREET</td>\n",
       "      <td>WEST 15 STREET</td>\n",
       "      <td>7 AVENUE</td>\n",
       "      <td>8 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:44:14 AM</td>\n",
       "      <td>10/31/2013 02:00:56 AM</td>\n",
       "      <td>04 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>984031.0</td>\n",
       "      <td>208847.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.739913</td>\n",
       "      <td>-74.000790</td>\n",
       "      <td>(40.73991339303542, -74.00079028612932)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>26594392</td>\n",
       "      <td>10/31/2013 01:34:41 AM</td>\n",
       "      <td>10/31/2013 02:23:51 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>11225</td>\n",
       "      <td>835 NOSTRAND AVENUE</td>\n",
       "      <td>NOSTRAND AVENUE</td>\n",
       "      <td>UNION STREET</td>\n",
       "      <td>PRESIDENT STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:34:41 AM</td>\n",
       "      <td>10/31/2013 01:48:26 AM</td>\n",
       "      <td>09 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>997941.0</td>\n",
       "      <td>182725.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.668204</td>\n",
       "      <td>-73.950648</td>\n",
       "      <td>(40.66820406598287, -73.95064760056546)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>26595176</td>\n",
       "      <td>10/31/2013 01:25:12 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - House of Worship</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>House of Worship</td>\n",
       "      <td>11218</td>\n",
       "      <td>3775 18 AVENUE</td>\n",
       "      <td>18 AVENUE</td>\n",
       "      <td>EAST 9 STREET</td>\n",
       "      <td>EAST 8 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 09:25:12 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>992726.0</td>\n",
       "      <td>170399.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.634378</td>\n",
       "      <td>-73.969462</td>\n",
       "      <td>(40.63437840816299, -73.96946177104543)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>26591982</td>\n",
       "      <td>10/31/2013 01:24:14 AM</td>\n",
       "      <td>10/31/2013 01:54:39 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>10003</td>\n",
       "      <td>187 2 AVENUE</td>\n",
       "      <td>2 AVENUE</td>\n",
       "      <td>EAST 11 STREET</td>\n",
       "      <td>EAST 12 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:24:14 AM</td>\n",
       "      <td>10/31/2013 01:54:39 AM</td>\n",
       "      <td>03 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>988110.0</td>\n",
       "      <td>205533.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.730816</td>\n",
       "      <td>-73.986073</td>\n",
       "      <td>(40.73081644089586, -73.98607265739876)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>26594169</td>\n",
       "      <td>10/31/2013 01:20:57 AM</td>\n",
       "      <td>10/31/2013 02:12:31 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>Double Parked Blocking Vehicle</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10029</td>\n",
       "      <td>65 EAST 99 STREET</td>\n",
       "      <td>EAST 99 STREET</td>\n",
       "      <td>MADISON AVENUE</td>\n",
       "      <td>PARK AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:20:57 AM</td>\n",
       "      <td>10/31/2013 01:42:05 AM</td>\n",
       "      <td>11 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>997470.0</td>\n",
       "      <td>226725.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.788974</td>\n",
       "      <td>-73.952259</td>\n",
       "      <td>(40.78897400211689, -73.95225898702977)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>26594391</td>\n",
       "      <td>10/31/2013 01:20:13 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>Engine Idling</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>STRANG AVENUE</td>\n",
       "      <td>AMUNDSON AVENUE</td>\n",
       "      <td>INTERSECTION</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 09:20:13 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1029467.0</td>\n",
       "      <td>264124.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.891517</td>\n",
       "      <td>-73.836457</td>\n",
       "      <td>(40.89151738488846, -73.83645714593568)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>26590917</td>\n",
       "      <td>10/31/2013 01:19:54 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOHMH</td>\n",
       "      <td>Department of Health and Mental Hygiene</td>\n",
       "      <td>Rodent</td>\n",
       "      <td>Rat Sighting</td>\n",
       "      <td>1-2 Family Mixed Use Building</td>\n",
       "      <td>11219</td>\n",
       "      <td>63 STREET</td>\n",
       "      <td>63 STREET</td>\n",
       "      <td>13 AVENUE</td>\n",
       "      <td>14 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pending</td>\n",
       "      <td>11/30/2013 01:19:54 AM</td>\n",
       "      <td>10/31/2013 01:29:26 AM</td>\n",
       "      <td>10 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>984467.0</td>\n",
       "      <td>167519.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.626477</td>\n",
       "      <td>-73.999218</td>\n",
       "      <td>(40.6264774690411, -73.99921826202639)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>26591458</td>\n",
       "      <td>10/31/2013 01:14:02 AM</td>\n",
       "      <td>10/31/2013 01:30:34 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - House of Worship</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>House of Worship</td>\n",
       "      <td>10025</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WEST   99 STREET</td>\n",
       "      <td>BROADWAY</td>\n",
       "      <td>INTERSECTION</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:14:02 AM</td>\n",
       "      <td>10/31/2013 01:30:34 AM</td>\n",
       "      <td>07 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>992454.0</td>\n",
       "      <td>229500.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.796597</td>\n",
       "      <td>-73.970370</td>\n",
       "      <td>(40.7965967075252, -73.97036973473399)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>26594086</td>\n",
       "      <td>10/31/2013 12:54:03 AM</td>\n",
       "      <td>10/31/2013 02:16:39 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10310</td>\n",
       "      <td>173 CAMPBELL AVENUE</td>\n",
       "      <td>CAMPBELL AVENUE</td>\n",
       "      <td>HENDERSON AVENUE</td>\n",
       "      <td>WINEGAR LANE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 08:54:03 AM</td>\n",
       "      <td>10/31/2013 02:07:14 AM</td>\n",
       "      <td>01 STATEN ISLAND</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>952013.0</td>\n",
       "      <td>171076.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.636182</td>\n",
       "      <td>-74.116150</td>\n",
       "      <td>(40.63618202176914, -74.1161500428337)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>26595117</td>\n",
       "      <td>10/31/2013 12:52:46 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>Posted Parking Sign Violation</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ROCKAWAY PARKWAY</td>\n",
       "      <td>SKIDMORE AVENUE</td>\n",
       "      <td>INTERSECTION</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 08:52:46 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>1015289.0</td>\n",
       "      <td>169710.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.632437</td>\n",
       "      <td>-73.888173</td>\n",
       "      <td>(40.63243692394328, -73.88817263437012)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>26590389</td>\n",
       "      <td>10/31/2013 12:51:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOT</td>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Street Light Condition</td>\n",
       "      <td>Street Light Out</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>226 42 ST E</td>\n",
       "      <td>42 ST E</td>\n",
       "      <td>CHURCH AVE</td>\n",
       "      <td>SNYDER AVE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Unspecified BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>26594210</td>\n",
       "      <td>10/31/2013 12:46:27 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>10033</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WEST  184 STREET</td>\n",
       "      <td>BROADWAY</td>\n",
       "      <td>INTERSECTION</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 08:46:27 AM</td>\n",
       "      <td>10/31/2013 01:32:41 AM</td>\n",
       "      <td>12 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>1002294.0</td>\n",
       "      <td>249712.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.852058</td>\n",
       "      <td>-73.934776</td>\n",
       "      <td>(40.85205827756883, -73.93477640780834)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26592932</td>\n",
       "      <td>10/31/2013 12:43:47 AM</td>\n",
       "      <td>10/31/2013 12:56:20 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - House of Worship</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>House of Worship</td>\n",
       "      <td>11216</td>\n",
       "      <td>778 PARK PLACE</td>\n",
       "      <td>PARK PLACE</td>\n",
       "      <td>ROGERS AVENUE</td>\n",
       "      <td>NOSTRAND AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 08:43:47 AM</td>\n",
       "      <td>10/31/2013 12:56:20 AM</td>\n",
       "      <td>08 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>997608.0</td>\n",
       "      <td>184656.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.673505</td>\n",
       "      <td>-73.951844</td>\n",
       "      <td>(40.67350473678714, -73.95184414979961)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>26594152</td>\n",
       "      <td>10/31/2013 12:41:17 AM</td>\n",
       "      <td>10/31/2013 01:04:37 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Banging/Pounding</td>\n",
       "      <td>Store/Commercial</td>\n",
       "      <td>10016</td>\n",
       "      <td>155 E 34TH ST</td>\n",
       "      <td>E 34TH ST</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LATLONG</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 08:41:17 AM</td>\n",
       "      <td>10/31/2013 01:04:38 AM</td>\n",
       "      <td>06 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>990133.0</td>\n",
       "      <td>211136.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.746194</td>\n",
       "      <td>-73.978769</td>\n",
       "      <td>(40.74619417253121, -73.97876853124392)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>26589678</td>\n",
       "      <td>10/31/2013 12:39:55 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>Car/Truck Music</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11419</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>112 STREET</td>\n",
       "      <td>ATLANTIC AVENUE</td>\n",
       "      <td>INTERSECTION</td>\n",
       "      <td>SOUTH RICHMOND HILL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 08:39:55 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>09 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1030314.0</td>\n",
       "      <td>191578.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.692394</td>\n",
       "      <td>-73.833891</td>\n",
       "      <td>(40.69239424979043, -73.8338912453996)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>26592304</td>\n",
       "      <td>10/31/2013 12:38:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>11216</td>\n",
       "      <td>371 TOMPKINS AVENUE</td>\n",
       "      <td>TOMPKINS AVENUE</td>\n",
       "      <td>MADISON STREET</td>\n",
       "      <td>PUTNAM AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 08:38:00 AM</td>\n",
       "      <td>10/31/2013 01:16:53 AM</td>\n",
       "      <td>03 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>999720.0</td>\n",
       "      <td>188825.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.684944</td>\n",
       "      <td>-73.944221</td>\n",
       "      <td>(40.6849442562592, -73.94422078036632)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>26591892</td>\n",
       "      <td>10/31/2013 12:37:16 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Blocked Driveway</td>\n",
       "      <td>Partial Access</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10305</td>\n",
       "      <td>1496 BAY STREET</td>\n",
       "      <td>BAY STREET</td>\n",
       "      <td>LYMAN AVENUE</td>\n",
       "      <td>SCHOOL ROAD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 08:37:16 AM</td>\n",
       "      <td>10/31/2013 12:52:10 AM</td>\n",
       "      <td>01 STATEN ISLAND</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>967283.0</td>\n",
       "      <td>160518.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.607245</td>\n",
       "      <td>-74.061106</td>\n",
       "      <td>(40.60724493456944, -74.06110566015863)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26591573</td>\n",
       "      <td>10/31/2013 12:35:18 AM</td>\n",
       "      <td>10/31/2013 02:41:35 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>Loud Talking</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10312</td>\n",
       "      <td>24 PRINCETON LANE</td>\n",
       "      <td>PRINCETON LANE</td>\n",
       "      <td>HAMPTON GREEN</td>\n",
       "      <td>DEAD END</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 08:35:18 AM</td>\n",
       "      <td>10/31/2013 01:45:17 AM</td>\n",
       "      <td>03 STATEN ISLAND</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>929577.0</td>\n",
       "      <td>140964.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.553421</td>\n",
       "      <td>-74.196743</td>\n",
       "      <td>(40.55342078716953, -74.19674315017886)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26590509</td>\n",
       "      <td>10/31/2013 12:33:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOT</td>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Street Light Condition</td>\n",
       "      <td>Street Light Out</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>38 ST E</td>\n",
       "      <td>38 ST E</td>\n",
       "      <td>CHURCH AVE</td>\n",
       "      <td>LINDEN BLVD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Unspecified BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>26591379</td>\n",
       "      <td>10/31/2013 12:32:44 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOHMH</td>\n",
       "      <td>Department of Health and Mental Hygiene</td>\n",
       "      <td>Harboring Bees/Wasps</td>\n",
       "      <td>Bees/Wasps - Not a beekeper</td>\n",
       "      <td>3+ Family Mixed Use Building</td>\n",
       "      <td>10025</td>\n",
       "      <td>501 WEST 110 STREET</td>\n",
       "      <td>WEST 110 STREET</td>\n",
       "      <td>AMSTERDAM AVENUE</td>\n",
       "      <td>BROADWAY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>11/30/2013 12:32:44 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>09 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>994143.0</td>\n",
       "      <td>231888.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.803149</td>\n",
       "      <td>-73.964266</td>\n",
       "      <td>(40.80314938553783, -73.96426608076082)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>26594085</td>\n",
       "      <td>10/31/2013 12:32:08 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>Loud Talking</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10026</td>\n",
       "      <td>121 WEST 116 STREET</td>\n",
       "      <td>WEST 116 STREET</td>\n",
       "      <td>LENOX AVENUE</td>\n",
       "      <td>7 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 08:32:08 AM</td>\n",
       "      <td>10/31/2013 02:00:57 AM</td>\n",
       "      <td>10 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>997947.0</td>\n",
       "      <td>231613.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.802390</td>\n",
       "      <td>-73.950526</td>\n",
       "      <td>(40.80238950799943, -73.95052644123253)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>26589201</td>\n",
       "      <td>10/31/2013 12:32:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOT</td>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Street Light Condition</td>\n",
       "      <td>Street Light Out</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10309</td>\n",
       "      <td>295 BAYVIEW AVENUE</td>\n",
       "      <td>BAYVIEW AVENUE</td>\n",
       "      <td>VAIL AVENUE</td>\n",
       "      <td>BAYVIEW LANE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>03 STATEN ISLAND</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>927687.0</td>\n",
       "      <td>127837.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.517378</td>\n",
       "      <td>-74.203435</td>\n",
       "      <td>(40.517377871705676, -74.20343466779575)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49969</th>\n",
       "      <td>26521455</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>NONCONST</td>\n",
       "      <td>VERMIN</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10455</td>\n",
       "      <td>466 CONCORD AVENUE</td>\n",
       "      <td>CONCORD AVENUE</td>\n",
       "      <td>EAST 145 STREET</td>\n",
       "      <td>EAST 147 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>01 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1009465.0</td>\n",
       "      <td>234729.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.810917</td>\n",
       "      <td>-73.908912</td>\n",
       "      <td>(40.81091670126758, -73.90891174923733)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49970</th>\n",
       "      <td>26521464</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10025</td>\n",
       "      <td>752 WEST END AVENUE</td>\n",
       "      <td>WEST END AVENUE</td>\n",
       "      <td>WEST 96 STREET</td>\n",
       "      <td>WEST 97 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>07 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>991755.0</td>\n",
       "      <td>229161.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.795667</td>\n",
       "      <td>-73.972895</td>\n",
       "      <td>(40.7956668658851, -73.97289468136597)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49971</th>\n",
       "      <td>26521465</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>DOORS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10459</td>\n",
       "      <td>1070 INTERVALE AVENUE</td>\n",
       "      <td>INTERVALE AVENUE</td>\n",
       "      <td>EAST 165 STREET</td>\n",
       "      <td>EAST 167 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>02 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1012802.0</td>\n",
       "      <td>239912.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.825132</td>\n",
       "      <td>-73.896835</td>\n",
       "      <td>(40.825132415370454, -73.89683492027869)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49972</th>\n",
       "      <td>26521468</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11693</td>\n",
       "      <td>8800 SHORE FRONT PARKWAY</td>\n",
       "      <td>SHORE FRONT PARKWAY</td>\n",
       "      <td>BEACH 84 STREET</td>\n",
       "      <td>BEACH 90 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>Far Rockaway</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>14 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1036476.0</td>\n",
       "      <td>152356.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.584704</td>\n",
       "      <td>-73.811974</td>\n",
       "      <td>(40.58470428443194, -73.81197446338135)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49973</th>\n",
       "      <td>26524288</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>NONCONST</td>\n",
       "      <td>VERMIN</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11237</td>\n",
       "      <td>238 WYCKOFF AVENUE</td>\n",
       "      <td>WYCKOFF AVENUE</td>\n",
       "      <td>MENAHAN STREET</td>\n",
       "      <td>GROVE STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>04 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>1008248.0</td>\n",
       "      <td>194621.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.700834</td>\n",
       "      <td>-73.913451</td>\n",
       "      <td>(40.700833915077986, -73.91345126795058)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49974</th>\n",
       "      <td>26524006</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>CABINETS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11213</td>\n",
       "      <td>265 ROCHESTER AVENUE</td>\n",
       "      <td>ROCHESTER AVENUE</td>\n",
       "      <td>LINCOLN PLACE</td>\n",
       "      <td>EASTERN PARKWAY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>08 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>1004150.0</td>\n",
       "      <td>183176.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.669430</td>\n",
       "      <td>-73.928264</td>\n",
       "      <td>(40.66943018106277, -73.92826449049153)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49975</th>\n",
       "      <td>26524295</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/25/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>NONCONST</td>\n",
       "      <td>VERMIN</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10452</td>\n",
       "      <td>185 WEST 170 STREET</td>\n",
       "      <td>WEST 170 STREET</td>\n",
       "      <td>MERRIAM AVENUE</td>\n",
       "      <td>HIGH BRIDGE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/25/2013 12:00:00 AM</td>\n",
       "      <td>04 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1004771.0</td>\n",
       "      <td>246025.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.841933</td>\n",
       "      <td>-73.925834</td>\n",
       "      <td>(40.84193314220944, -73.92583409131689)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49976</th>\n",
       "      <td>26524319</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11692</td>\n",
       "      <td>69-14 HESSLER AVENUE</td>\n",
       "      <td>HESSLER AVENUE</td>\n",
       "      <td>BEACH 69 STREET</td>\n",
       "      <td>BEACH 72 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>Arverne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>14 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1040089.0</td>\n",
       "      <td>155789.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.594105</td>\n",
       "      <td>-73.798939</td>\n",
       "      <td>(40.59410513578696, -73.79893851296326)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49977</th>\n",
       "      <td>26524019</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>NONCONST</td>\n",
       "      <td>VERMIN</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10455</td>\n",
       "      <td>466 CONCORD AVENUE</td>\n",
       "      <td>CONCORD AVENUE</td>\n",
       "      <td>EAST 145 STREET</td>\n",
       "      <td>EAST 147 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>01 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1009465.0</td>\n",
       "      <td>234729.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.810917</td>\n",
       "      <td>-73.908912</td>\n",
       "      <td>(40.81091670126758, -73.90891174923733)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49978</th>\n",
       "      <td>26524049</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/23/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>APPLIANCE</td>\n",
       "      <td>ELECTRIC/GAS-RANGE</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11229</td>\n",
       "      <td>2000 KINGS HIGHWAY</td>\n",
       "      <td>KINGS HIGHWAY</td>\n",
       "      <td>OCEAN AVENUE</td>\n",
       "      <td>AVENUE P</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/23/2013 12:00:00 AM</td>\n",
       "      <td>15 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>997169.0</td>\n",
       "      <td>161763.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.610669</td>\n",
       "      <td>-73.953471</td>\n",
       "      <td>(40.61066902990479, -73.95347059071634)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49979</th>\n",
       "      <td>26524043</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>CEILING</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10027</td>\n",
       "      <td>1350 AMSTERDAM AVENUE</td>\n",
       "      <td>AMSTERDAM AVENUE</td>\n",
       "      <td>WEST 125 STREET</td>\n",
       "      <td>WEST 126 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>09 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>996447.0</td>\n",
       "      <td>235785.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.813843</td>\n",
       "      <td>-73.955937</td>\n",
       "      <td>(40.81384269043013, -73.95593685955293)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49980</th>\n",
       "      <td>26524058</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>DOORS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10460</td>\n",
       "      <td>1547 COMMONWEALTH AVENUE</td>\n",
       "      <td>COMMONWEALTH AVENUE</td>\n",
       "      <td>MANSION STREET</td>\n",
       "      <td>EAST TREMONT AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>09 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1020447.0</td>\n",
       "      <td>244888.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.838762</td>\n",
       "      <td>-73.869185</td>\n",
       "      <td>(40.83876206907432, -73.86918492707444)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49981</th>\n",
       "      <td>26524061</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>WALLS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11694</td>\n",
       "      <td>127 BEACH 119 STREET</td>\n",
       "      <td>BEACH 119 STREET</td>\n",
       "      <td>OCEAN PROMENADE</td>\n",
       "      <td>ROCKAWAY BEACH BOULEVARD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>Rockaway Park</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>14 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1028968.0</td>\n",
       "      <td>149779.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.577672</td>\n",
       "      <td>-73.839022</td>\n",
       "      <td>(40.57767199586327, -73.8390219632518)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49982</th>\n",
       "      <td>26524081</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>MOLD</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10032</td>\n",
       "      <td>1090 ST NICHOLAS AVENUE</td>\n",
       "      <td>ST NICHOLAS AVENUE</td>\n",
       "      <td>WEST 164 STREET</td>\n",
       "      <td>MC KENNA SQUARE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>12 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>1000880.0</td>\n",
       "      <td>244627.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.838104</td>\n",
       "      <td>-73.939900</td>\n",
       "      <td>(40.838104225045356, -73.93990019853811)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49983</th>\n",
       "      <td>26524099</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>WALLS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10039</td>\n",
       "      <td>290 WEST 147 STREET</td>\n",
       "      <td>WEST 147 STREET</td>\n",
       "      <td>7 AVENUE</td>\n",
       "      <td>8 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>1000742.0</td>\n",
       "      <td>239447.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.823887</td>\n",
       "      <td>-73.940412</td>\n",
       "      <td>(40.82388687359216, -73.94041165641747)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49984</th>\n",
       "      <td>26524119</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>WALLS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11221</td>\n",
       "      <td>213 LEWIS AVENUE</td>\n",
       "      <td>LEWIS AVENUE</td>\n",
       "      <td>LEXINGTON AVENUE</td>\n",
       "      <td>QUINCY STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>03 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>1001927.0</td>\n",
       "      <td>190341.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.689101</td>\n",
       "      <td>-73.936259</td>\n",
       "      <td>(40.68910119521777, -73.93625916248028)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49985</th>\n",
       "      <td>26524124</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11233</td>\n",
       "      <td>1526 EASTERN PARKWAY EXTENSION</td>\n",
       "      <td>EASTERN PARKWAY EXTENSION</td>\n",
       "      <td>ST JOHNS PLACE</td>\n",
       "      <td>SARATOGA AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>16 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>1007078.0</td>\n",
       "      <td>183531.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.670398</td>\n",
       "      <td>-73.917708</td>\n",
       "      <td>(40.67039751066979, -73.9177084412537)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49986</th>\n",
       "      <td>26524263</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10460</td>\n",
       "      <td>961 EAST 173 STREET</td>\n",
       "      <td>EAST 173 STREET</td>\n",
       "      <td>VYSE AVENUE</td>\n",
       "      <td>BRYANT AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>03 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1015614.0</td>\n",
       "      <td>243511.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.835001</td>\n",
       "      <td>-73.886658</td>\n",
       "      <td>(40.83500109346245, -73.8866576889343)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49987</th>\n",
       "      <td>26524289</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10022</td>\n",
       "      <td>1026 1 AVENUE</td>\n",
       "      <td>1 AVENUE</td>\n",
       "      <td>EAST 56 STREET</td>\n",
       "      <td>EAST 57 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/24/2013 12:00:00 AM</td>\n",
       "      <td>06 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>994410.0</td>\n",
       "      <td>215342.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.757735</td>\n",
       "      <td>-73.963327</td>\n",
       "      <td>(40.757734697371916, -73.9633266870321)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49988</th>\n",
       "      <td>26524297</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>CABINETS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10467</td>\n",
       "      <td>2526 BRONX PARK EAST</td>\n",
       "      <td>BRONX PARK EAST</td>\n",
       "      <td>MACE AVENUE</td>\n",
       "      <td>ALLERTON AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>11 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1020100.0</td>\n",
       "      <td>254001.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.863776</td>\n",
       "      <td>-73.870390</td>\n",
       "      <td>(40.86377594015986, -73.87039024506915)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49989</th>\n",
       "      <td>26524405</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PLUMBING</td>\n",
       "      <td>BATHTUB</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11230</td>\n",
       "      <td>1709 CONEY ISLAND AVENUE</td>\n",
       "      <td>CONEY ISLAND AVENUE</td>\n",
       "      <td>RODER AVENUE</td>\n",
       "      <td>AVENUE N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>14 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>994389.0</td>\n",
       "      <td>163660.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.615880</td>\n",
       "      <td>-73.963480</td>\n",
       "      <td>(40.61587952021304, -73.96348026190579)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49990</th>\n",
       "      <td>26524458</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/23/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11207</td>\n",
       "      <td>726 MILLER AVENUE</td>\n",
       "      <td>MILLER AVENUE</td>\n",
       "      <td>BEND</td>\n",
       "      <td>HEGEMAN AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/23/2013 12:00:00 AM</td>\n",
       "      <td>05 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>1015238.0</td>\n",
       "      <td>180724.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.662668</td>\n",
       "      <td>-73.888306</td>\n",
       "      <td>(40.66266812471674, -73.88830577997409)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49991</th>\n",
       "      <td>26524457</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/25/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>CEILING</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10457</td>\n",
       "      <td>1997 HUGHES AVENUE</td>\n",
       "      <td>HUGHES AVENUE</td>\n",
       "      <td>EAST 178 STREET</td>\n",
       "      <td>EAST 179 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/25/2013 12:00:00 AM</td>\n",
       "      <td>06 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1014243.0</td>\n",
       "      <td>247905.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.847066</td>\n",
       "      <td>-73.891593</td>\n",
       "      <td>(40.84706609532152, -73.89159251247655)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49992</th>\n",
       "      <td>26524460</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/23/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>HEATING</td>\n",
       "      <td>HEAT</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10458</td>\n",
       "      <td>2340 VALENTINE AVENUE</td>\n",
       "      <td>VALENTINE AVENUE</td>\n",
       "      <td>EAST 183 STREET</td>\n",
       "      <td>EAST 184 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/23/2013 12:00:00 AM</td>\n",
       "      <td>05 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1012545.0</td>\n",
       "      <td>251844.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.857883</td>\n",
       "      <td>-73.897713</td>\n",
       "      <td>(40.857883077248175, -73.89771317783587)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49993</th>\n",
       "      <td>26524467</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/25/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PLUMBING</td>\n",
       "      <td>RADIATOR</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10028</td>\n",
       "      <td>310 EAST 83 STREET</td>\n",
       "      <td>EAST 83 STREET</td>\n",
       "      <td>2 AVENUE</td>\n",
       "      <td>1 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/25/2013 12:00:00 AM</td>\n",
       "      <td>08 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>997365.0</td>\n",
       "      <td>221887.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.775695</td>\n",
       "      <td>-73.952648</td>\n",
       "      <td>(40.77569513497476, -73.95264761496037)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49994</th>\n",
       "      <td>26524469</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>CEILING</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11235</td>\n",
       "      <td>2940 OCEAN AVENUE</td>\n",
       "      <td>OCEAN AVENUE</td>\n",
       "      <td>AVENUE Y</td>\n",
       "      <td>AVENUE Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>15 BROOKLYN</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>998260.0</td>\n",
       "      <td>154071.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BROOKLYN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.589554</td>\n",
       "      <td>-73.949557</td>\n",
       "      <td>(40.589554394535476, -73.94955717050078)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49995</th>\n",
       "      <td>26524470</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>ELECTRIC</td>\n",
       "      <td>ELECTRIC-SUPPLY</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10458</td>\n",
       "      <td>2704 DECATUR AVENUE</td>\n",
       "      <td>DECATUR AVENUE</td>\n",
       "      <td>EAST 195 STREET</td>\n",
       "      <td>EAST 197 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>07 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1015067.0</td>\n",
       "      <td>254449.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.865025</td>\n",
       "      <td>-73.888584</td>\n",
       "      <td>(40.86502456816568, -73.88858414414646)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49996</th>\n",
       "      <td>26524479</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>WALLS</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>11373</td>\n",
       "      <td>51-55 VAN KLEECK STREET</td>\n",
       "      <td>VAN KLEECK STREET</td>\n",
       "      <td>CODWISE PLACE</td>\n",
       "      <td>KNEELAND AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>Elmhurst</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>04 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1016917.0</td>\n",
       "      <td>207448.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.736013</td>\n",
       "      <td>-73.882124</td>\n",
       "      <td>(40.73601315955848, -73.88212432130575)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49997</th>\n",
       "      <td>26523160</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>CERAMIC-TILE</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10468</td>\n",
       "      <td>2600 CRESTON AVENUE</td>\n",
       "      <td>CRESTON AVENUE</td>\n",
       "      <td>EAST 192 STREET</td>\n",
       "      <td>EAST 193 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Open</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>07 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1012886.0</td>\n",
       "      <td>254495.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.865158</td>\n",
       "      <td>-73.896469</td>\n",
       "      <td>(40.865158168593744, -73.89646913260533)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49998</th>\n",
       "      <td>26523190</td>\n",
       "      <td>10/21/2013 12:00:00 AM</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>HPD</td>\n",
       "      <td>Department of Housing Preservation and Develop...</td>\n",
       "      <td>NONCONST</td>\n",
       "      <td>VERMIN</td>\n",
       "      <td>RESIDENTIAL BUILDING</td>\n",
       "      <td>10458</td>\n",
       "      <td>3184 GRAND CONCOURSE</td>\n",
       "      <td>GRAND CONCOURSE</td>\n",
       "      <td>EAST 206 STREET</td>\n",
       "      <td>ST GEORGES CRESCENT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/22/2013 12:00:00 AM</td>\n",
       "      <td>07 BRONX</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>1015863.0</td>\n",
       "      <td>258627.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>BRONX</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.876489</td>\n",
       "      <td>-73.885687</td>\n",
       "      <td>(40.87648907534718, -73.88568657501374)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>49999 rows × 52 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unique Key            Created Date             Closed Date Agency                                        Agency Name            Complaint Type                      Descriptor                  Location Type Incident Zip                Incident Address                Street Name    Cross Street 1                    Cross Street 2 Intersection Street 1 Intersection Street 2  Address Type                 City Landmark Facility Type    Status                Due Date Resolution Action Updated Date       Community Board        Borough  X Coordinate (State Plane)  Y Coordinate (State Plane) Park Facility Name   Park Borough  School Name School Number School Region  School Code School Phone Number School Address  School City School State   School Zip School Not Found  School or Citywide Complaint Vehicle Type Taxi Company Borough Taxi Pick Up Location Bridge Highway Name Bridge Highway Direction Road Ramp Bridge Highway Segment Garage Lot Name Ferry Direction Ferry Terminal Name   Latitude  Longitude                                  Location\n",
       "0        26589651  10/31/2013 02:08:41 AM                     NaN   NYPD                    New York City Police Department   Noise - Street/Sidewalk                    Loud Talking                Street/Sidewalk        11432                90-03 169 STREET                 169 STREET         90 AVENUE                         91 AVENUE                   NaN                   NaN       ADDRESS              JAMAICA      NaN      Precinct  Assigned  10/31/2013 10:08:41 AM         10/31/2013 02:35:17 AM             12 QUEENS         QUEENS                   1042027.0                    197389.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.708275 -73.791604   (40.70827532593202, -73.79160395779721)\n",
       "1        26593698  10/31/2013 02:01:04 AM                     NaN   NYPD                    New York City Police Department           Illegal Parking    Commercial Overnight Parking                Street/Sidewalk        11378                       58 AVENUE                  58 AVENUE          58 PLACE                         59 STREET                   NaN                   NaN     BLOCKFACE              MASPETH      NaN      Precinct      Open  10/31/2013 10:01:04 AM                            NaN             05 QUEENS         QUEENS                   1009349.0                    201984.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.721041 -73.909453  (40.721040535628305, -73.90945306791765)\n",
       "2        26594139  10/31/2013 02:00:24 AM  10/31/2013 02:40:32 AM   NYPD                    New York City Police Department        Noise - Commercial                Loud Music/Party            Club/Bar/Restaurant        10032                   4060 BROADWAY                   BROADWAY   WEST 171 STREET                   WEST 172 STREET                   NaN                   NaN       ADDRESS             NEW YORK      NaN      Precinct    Closed  10/31/2013 10:00:24 AM         10/31/2013 02:39:42 AM          12 MANHATTAN      MANHATTAN                   1001088.0                    246531.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.843330 -73.939144   (40.84332975466513, -73.93914371913482)\n",
       "3        26595721  10/31/2013 01:56:23 AM  10/31/2013 02:21:48 AM   NYPD                    New York City Police Department           Noise - Vehicle                  Car/Truck Horn                Street/Sidewalk        10023                  WEST 72 STREET             WEST 72 STREET   COLUMBUS AVENUE                  AMSTERDAM AVENUE                   NaN                   NaN     BLOCKFACE             NEW YORK      NaN      Precinct    Closed  10/31/2013 09:56:23 AM         10/31/2013 02:21:10 AM          07 MANHATTAN      MANHATTAN                    989730.0                    222727.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.778009 -73.980213    (40.7780087446372, -73.98021349023975)\n",
       "4        26590930  10/31/2013 01:53:44 AM                     NaN  DOHMH            Department of Health and Mental Hygiene                    Rodent    Condition Attracting Rodents                     Vacant Lot        10027                 WEST 124 STREET            WEST 124 STREET      LENOX AVENUE  ADAM CLAYTON POWELL JR BOULEVARD                   NaN                   NaN     BLOCKFACE             NEW YORK      NaN           NaN   Pending  11/30/2013 01:53:44 AM         10/31/2013 01:59:54 AM          10 MANHATTAN      MANHATTAN                    998815.0                    233545.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.807691 -73.947387   (40.80769092704951, -73.94738703491433)\n",
       "5        26592370  10/31/2013 01:46:52 AM                     NaN   NYPD                    New York City Police Department        Noise - Commercial                Banging/Pounding            Club/Bar/Restaurant        11372                       37 AVENUE                  37 AVENUE         84 STREET                         85 STREET                   NaN                   NaN     BLOCKFACE      JACKSON HEIGHTS      NaN      Precinct      Open  10/31/2013 09:46:52 AM                            NaN             03 QUEENS         QUEENS                   1016948.0                    212540.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.749989 -73.881988    (40.7499893014072, -73.88198770727831)\n",
       "6        26595682  10/31/2013 01:46:40 AM                     NaN   NYPD                    New York City Police Department          Blocked Driveway                       No Access                Street/Sidewalk        11419               107-50 109 STREET                 109 STREET        107 AVENUE                        109 AVENUE                   NaN                   NaN       ADDRESS  SOUTH RICHMOND HILL      NaN      Precinct  Assigned  10/31/2013 09:46:40 AM         10/31/2013 01:59:51 AM             10 QUEENS         QUEENS                   1030919.0                    187622.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.681533 -73.831737   (40.68153278675525, -73.83173699701601)\n",
       "7        26595195  10/31/2013 01:44:19 AM  10/31/2013 01:58:49 AM   NYPD                    New York City Police Department        Noise - Commercial                Loud Music/Party            Club/Bar/Restaurant        11417       137-09 CROSSBAY BOULEVARD         CROSSBAY BOULEVARD     PITKIN AVENUE                  VAN WICKLEN ROAD                   NaN                   NaN       ADDRESS           OZONE PARK      NaN      Precinct    Closed  10/31/2013 09:44:19 AM         10/31/2013 01:58:49 AM             10 QUEENS         QUEENS                   1027776.0                    184076.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.671816 -73.843092   (40.67181584567338, -73.84309181950769)\n",
       "8        26590540  10/31/2013 01:44:14 AM  10/31/2013 02:28:04 AM   NYPD                    New York City Police Department        Noise - Commercial                    Loud Talking            Club/Bar/Restaurant        10011              258 WEST 15 STREET             WEST 15 STREET          7 AVENUE                          8 AVENUE                   NaN                   NaN       ADDRESS             NEW YORK      NaN      Precinct    Closed  10/31/2013 09:44:14 AM         10/31/2013 02:00:56 AM          04 MANHATTAN      MANHATTAN                    984031.0                    208847.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.739913 -74.000790   (40.73991339303542, -74.00079028612932)\n",
       "9        26594392  10/31/2013 01:34:41 AM  10/31/2013 02:23:51 AM   NYPD                    New York City Police Department        Noise - Commercial                Loud Music/Party            Club/Bar/Restaurant        11225             835 NOSTRAND AVENUE            NOSTRAND AVENUE      UNION STREET                  PRESIDENT STREET                   NaN                   NaN       ADDRESS             BROOKLYN      NaN      Precinct    Closed  10/31/2013 09:34:41 AM         10/31/2013 01:48:26 AM           09 BROOKLYN       BROOKLYN                    997941.0                    182725.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.668204 -73.950648   (40.66820406598287, -73.95064760056546)\n",
       "10       26595176  10/31/2013 01:25:12 AM                     NaN   NYPD                    New York City Police Department  Noise - House of Worship                Loud Music/Party               House of Worship        11218                  3775 18 AVENUE                  18 AVENUE     EAST 9 STREET                     EAST 8 STREET                   NaN                   NaN       ADDRESS             BROOKLYN      NaN      Precinct      Open  10/31/2013 09:25:12 AM                            NaN           14 BROOKLYN       BROOKLYN                    992726.0                    170399.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.634378 -73.969462   (40.63437840816299, -73.96946177104543)\n",
       "11       26591982  10/31/2013 01:24:14 AM  10/31/2013 01:54:39 AM   NYPD                    New York City Police Department        Noise - Commercial                Loud Music/Party            Club/Bar/Restaurant        10003                    187 2 AVENUE                   2 AVENUE    EAST 11 STREET                    EAST 12 STREET                   NaN                   NaN       ADDRESS             NEW YORK      NaN      Precinct    Closed  10/31/2013 09:24:14 AM         10/31/2013 01:54:39 AM          03 MANHATTAN      MANHATTAN                    988110.0                    205533.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.730816 -73.986073   (40.73081644089586, -73.98607265739876)\n",
       "12       26594169  10/31/2013 01:20:57 AM  10/31/2013 02:12:31 AM   NYPD                    New York City Police Department           Illegal Parking  Double Parked Blocking Vehicle                Street/Sidewalk        10029               65 EAST 99 STREET             EAST 99 STREET    MADISON AVENUE                       PARK AVENUE                   NaN                   NaN       ADDRESS             NEW YORK      NaN      Precinct    Closed  10/31/2013 09:20:57 AM         10/31/2013 01:42:05 AM          11 MANHATTAN      MANHATTAN                    997470.0                    226725.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.788974 -73.952259   (40.78897400211689, -73.95225898702977)\n",
       "13       26594391  10/31/2013 01:20:13 AM                     NaN   NYPD                    New York City Police Department           Noise - Vehicle                   Engine Idling                Street/Sidewalk        10466                             NaN                        NaN               NaN                               NaN         STRANG AVENUE       AMUNDSON AVENUE  INTERSECTION                BRONX      NaN      Precinct      Open  10/31/2013 09:20:13 AM                            NaN              12 BRONX          BRONX                   1029467.0                    264124.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.891517 -73.836457   (40.89151738488846, -73.83645714593568)\n",
       "14       26590917  10/31/2013 01:19:54 AM                     NaN  DOHMH            Department of Health and Mental Hygiene                    Rodent                    Rat Sighting  1-2 Family Mixed Use Building        11219                       63 STREET                  63 STREET         13 AVENUE                         14 AVENUE                   NaN                   NaN     BLOCKFACE             BROOKLYN      NaN           NaN   Pending  11/30/2013 01:19:54 AM         10/31/2013 01:29:26 AM           10 BROOKLYN       BROOKLYN                    984467.0                    167519.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.626477 -73.999218    (40.6264774690411, -73.99921826202639)\n",
       "15       26591458  10/31/2013 01:14:02 AM  10/31/2013 01:30:34 AM   NYPD                    New York City Police Department  Noise - House of Worship                Loud Music/Party               House of Worship        10025                             NaN                        NaN               NaN                               NaN      WEST   99 STREET              BROADWAY  INTERSECTION             NEW YORK      NaN      Precinct    Closed  10/31/2013 09:14:02 AM         10/31/2013 01:30:34 AM          07 MANHATTAN      MANHATTAN                    992454.0                    229500.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.796597 -73.970370    (40.7965967075252, -73.97036973473399)\n",
       "16       26594086  10/31/2013 12:54:03 AM  10/31/2013 02:16:39 AM   NYPD                    New York City Police Department   Noise - Street/Sidewalk                Loud Music/Party                Street/Sidewalk        10310             173 CAMPBELL AVENUE            CAMPBELL AVENUE  HENDERSON AVENUE                      WINEGAR LANE                   NaN                   NaN       ADDRESS        STATEN ISLAND      NaN      Precinct    Closed  10/31/2013 08:54:03 AM         10/31/2013 02:07:14 AM      01 STATEN ISLAND  STATEN ISLAND                    952013.0                    171076.0        Unspecified  STATEN ISLAND  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.636182 -74.116150    (40.63618202176914, -74.1161500428337)\n",
       "17       26595117  10/31/2013 12:52:46 AM                     NaN   NYPD                    New York City Police Department           Illegal Parking   Posted Parking Sign Violation                Street/Sidewalk        11236                             NaN                        NaN               NaN                               NaN      ROCKAWAY PARKWAY       SKIDMORE AVENUE  INTERSECTION             BROOKLYN      NaN      Precinct      Open  10/31/2013 08:52:46 AM                            NaN           18 BROOKLYN       BROOKLYN                   1015289.0                    169710.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.632437 -73.888173   (40.63243692394328, -73.88817263437012)\n",
       "18       26590389  10/31/2013 12:51:00 AM                     NaN    DOT                       Department of Transportation    Street Light Condition                Street Light Out                            NaN          NaN                     226 42 ST E                    42 ST E        CHURCH AVE                        SNYDER AVE                   NaN                   NaN       ADDRESS                  NaN      NaN           NaN      Open                     NaN                            NaN  Unspecified BROOKLYN       BROOKLYN                         NaN                         NaN        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN        NaN        NaN                                       NaN\n",
       "19       26594210  10/31/2013 12:46:27 AM                     NaN   NYPD                    New York City Police Department        Noise - Commercial                Loud Music/Party            Club/Bar/Restaurant        10033                             NaN                        NaN               NaN                               NaN      WEST  184 STREET              BROADWAY  INTERSECTION             NEW YORK      NaN      Precinct  Assigned  10/31/2013 08:46:27 AM         10/31/2013 01:32:41 AM          12 MANHATTAN      MANHATTAN                   1002294.0                    249712.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.852058 -73.934776   (40.85205827756883, -73.93477640780834)\n",
       "20       26592932  10/31/2013 12:43:47 AM  10/31/2013 12:56:20 AM   NYPD                    New York City Police Department  Noise - House of Worship                Loud Music/Party               House of Worship        11216                  778 PARK PLACE                 PARK PLACE     ROGERS AVENUE                   NOSTRAND AVENUE                   NaN                   NaN       ADDRESS             BROOKLYN      NaN      Precinct    Closed  10/31/2013 08:43:47 AM         10/31/2013 12:56:20 AM           08 BROOKLYN       BROOKLYN                    997608.0                    184656.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.673505 -73.951844   (40.67350473678714, -73.95184414979961)\n",
       "21       26594152  10/31/2013 12:41:17 AM  10/31/2013 01:04:37 AM   NYPD                    New York City Police Department        Noise - Commercial                Banging/Pounding               Store/Commercial        10016                   155 E 34TH ST                  E 34TH ST               NaN                               NaN                   NaN                   NaN       LATLONG             NEW YORK      NaN      Precinct    Closed  10/31/2013 08:41:17 AM         10/31/2013 01:04:38 AM          06 MANHATTAN      MANHATTAN                    990133.0                    211136.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.746194 -73.978769   (40.74619417253121, -73.97876853124392)\n",
       "22       26589678  10/31/2013 12:39:55 AM                     NaN   NYPD                    New York City Police Department           Noise - Vehicle                 Car/Truck Music                Street/Sidewalk        11419                             NaN                        NaN               NaN                               NaN            112 STREET       ATLANTIC AVENUE  INTERSECTION  SOUTH RICHMOND HILL      NaN      Precinct      Open  10/31/2013 08:39:55 AM                            NaN             09 QUEENS         QUEENS                   1030314.0                    191578.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.692394 -73.833891    (40.69239424979043, -73.8338912453996)\n",
       "23       26592304  10/31/2013 12:38:00 AM                     NaN   NYPD                    New York City Police Department        Noise - Commercial                Loud Music/Party            Club/Bar/Restaurant        11216             371 TOMPKINS AVENUE            TOMPKINS AVENUE    MADISON STREET                     PUTNAM AVENUE                   NaN                   NaN       ADDRESS             BROOKLYN      NaN      Precinct  Assigned  10/31/2013 08:38:00 AM         10/31/2013 01:16:53 AM           03 BROOKLYN       BROOKLYN                    999720.0                    188825.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.684944 -73.944221    (40.6849442562592, -73.94422078036632)\n",
       "24       26591892  10/31/2013 12:37:16 AM                     NaN   NYPD                    New York City Police Department          Blocked Driveway                  Partial Access                Street/Sidewalk        10305                 1496 BAY STREET                 BAY STREET      LYMAN AVENUE                       SCHOOL ROAD                   NaN                   NaN       ADDRESS        STATEN ISLAND      NaN      Precinct  Assigned  10/31/2013 08:37:16 AM         10/31/2013 12:52:10 AM      01 STATEN ISLAND  STATEN ISLAND                    967283.0                    160518.0        Unspecified  STATEN ISLAND  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.607245 -74.061106   (40.60724493456944, -74.06110566015863)\n",
       "25       26591573  10/31/2013 12:35:18 AM  10/31/2013 02:41:35 AM   NYPD                    New York City Police Department   Noise - Street/Sidewalk                    Loud Talking                Street/Sidewalk        10312               24 PRINCETON LANE             PRINCETON LANE     HAMPTON GREEN                          DEAD END                   NaN                   NaN       ADDRESS        STATEN ISLAND      NaN      Precinct    Closed  10/31/2013 08:35:18 AM         10/31/2013 01:45:17 AM      03 STATEN ISLAND  STATEN ISLAND                    929577.0                    140964.0        Unspecified  STATEN ISLAND  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.553421 -74.196743   (40.55342078716953, -74.19674315017886)\n",
       "26       26590509  10/31/2013 12:33:00 AM                     NaN    DOT                       Department of Transportation    Street Light Condition                Street Light Out                            NaN          NaN                         38 ST E                    38 ST E        CHURCH AVE                       LINDEN BLVD                   NaN                   NaN     BLOCKFACE                  NaN      NaN           NaN      Open                     NaN                            NaN  Unspecified BROOKLYN       BROOKLYN                         NaN                         NaN        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN        NaN        NaN                                       NaN\n",
       "27       26591379  10/31/2013 12:32:44 AM                     NaN  DOHMH            Department of Health and Mental Hygiene      Harboring Bees/Wasps     Bees/Wasps - Not a beekeper   3+ Family Mixed Use Building        10025             501 WEST 110 STREET            WEST 110 STREET  AMSTERDAM AVENUE                          BROADWAY                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN      Open  11/30/2013 12:32:44 AM                            NaN          09 MANHATTAN      MANHATTAN                    994143.0                    231888.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.803149 -73.964266   (40.80314938553783, -73.96426608076082)\n",
       "28       26594085  10/31/2013 12:32:08 AM                     NaN   NYPD                    New York City Police Department   Noise - Street/Sidewalk                    Loud Talking                Street/Sidewalk        10026             121 WEST 116 STREET            WEST 116 STREET      LENOX AVENUE                          7 AVENUE                   NaN                   NaN       ADDRESS             NEW YORK      NaN      Precinct  Assigned  10/31/2013 08:32:08 AM         10/31/2013 02:00:57 AM          10 MANHATTAN      MANHATTAN                    997947.0                    231613.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.802390 -73.950526   (40.80238950799943, -73.95052644123253)\n",
       "29       26589201  10/31/2013 12:32:00 AM                     NaN    DOT                       Department of Transportation    Street Light Condition                Street Light Out                            NaN        10309              295 BAYVIEW AVENUE             BAYVIEW AVENUE       VAIL AVENUE                      BAYVIEW LANE                   NaN                   NaN       ADDRESS        STATEN ISLAND      NaN           NaN      Open                     NaN                            NaN      03 STATEN ISLAND  STATEN ISLAND                    927687.0                    127837.0        Unspecified  STATEN ISLAND  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.517378 -74.203435  (40.517377871705676, -74.20343466779575)\n",
       "...           ...                     ...                     ...    ...                                                ...                       ...                             ...                            ...          ...                             ...                        ...               ...                               ...                   ...                   ...           ...                  ...      ...           ...       ...                     ...                            ...                   ...            ...                         ...                         ...                ...            ...          ...           ...           ...          ...                 ...            ...          ...          ...          ...              ...                           ...          ...                  ...                   ...                 ...                      ...       ...                    ...             ...             ...                 ...        ...        ...                                       ...\n",
       "49969    26521455  10/21/2013 12:00:00 AM  10/24/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                  NONCONST                          VERMIN           RESIDENTIAL BUILDING        10455              466 CONCORD AVENUE             CONCORD AVENUE   EAST 145 STREET                   EAST 147 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/24/2013 12:00:00 AM              01 BRONX          BRONX                   1009465.0                    234729.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.810917 -73.908912   (40.81091670126758, -73.90891174923733)\n",
       "49970    26521464  10/21/2013 12:00:00 AM  10/22/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        10025             752 WEST END AVENUE            WEST END AVENUE    WEST 96 STREET                    WEST 97 STREET                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN    Closed                     NaN         10/22/2013 12:00:00 AM          07 MANHATTAN      MANHATTAN                    991755.0                    229161.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.795667 -73.972895    (40.7956668658851, -73.97289468136597)\n",
       "49971    26521465  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...      GENERAL CONSTRUCTION                           DOORS           RESIDENTIAL BUILDING        10459           1070 INTERVALE AVENUE           INTERVALE AVENUE   EAST 165 STREET                   EAST 167 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM              02 BRONX          BRONX                   1012802.0                    239912.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.825132 -73.896835  (40.825132415370454, -73.89683492027869)\n",
       "49972    26521468  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        11693        8800 SHORE FRONT PARKWAY        SHORE FRONT PARKWAY   BEACH 84 STREET                   BEACH 90 STREET                   NaN                   NaN       ADDRESS         Far Rockaway      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM             14 QUEENS         QUEENS                   1036476.0                    152356.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.584704 -73.811974   (40.58470428443194, -73.81197446338135)\n",
       "49973    26524288  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...                  NONCONST                          VERMIN           RESIDENTIAL BUILDING        11237              238 WYCKOFF AVENUE             WYCKOFF AVENUE    MENAHAN STREET                      GROVE STREET                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM           04 BROOKLYN       BROOKLYN                   1008248.0                    194621.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.700834 -73.913451  (40.700833915077986, -73.91345126795058)\n",
       "49974    26524006  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...      GENERAL CONSTRUCTION                        CABINETS           RESIDENTIAL BUILDING        11213            265 ROCHESTER AVENUE           ROCHESTER AVENUE     LINCOLN PLACE                   EASTERN PARKWAY                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM           08 BROOKLYN       BROOKLYN                   1004150.0                    183176.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.669430 -73.928264   (40.66943018106277, -73.92826449049153)\n",
       "49975    26524295  10/21/2013 12:00:00 AM  10/25/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                  NONCONST                          VERMIN           RESIDENTIAL BUILDING        10452             185 WEST 170 STREET            WEST 170 STREET    MERRIAM AVENUE                       HIGH BRIDGE                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/25/2013 12:00:00 AM              04 BRONX          BRONX                   1004771.0                    246025.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.841933 -73.925834   (40.84193314220944, -73.92583409131689)\n",
       "49976    26524319  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        11692            69-14 HESSLER AVENUE             HESSLER AVENUE   BEACH 69 STREET                   BEACH 72 STREET                   NaN                   NaN       ADDRESS              Arverne      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM             14 QUEENS         QUEENS                   1040089.0                    155789.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.594105 -73.798939   (40.59410513578696, -73.79893851296326)\n",
       "49977    26524019  10/21/2013 12:00:00 AM  10/24/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                  NONCONST                          VERMIN           RESIDENTIAL BUILDING        10455              466 CONCORD AVENUE             CONCORD AVENUE   EAST 145 STREET                   EAST 147 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/24/2013 12:00:00 AM              01 BRONX          BRONX                   1009465.0                    234729.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.810917 -73.908912   (40.81091670126758, -73.90891174923733)\n",
       "49978    26524049  10/21/2013 12:00:00 AM  10/23/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                 APPLIANCE              ELECTRIC/GAS-RANGE           RESIDENTIAL BUILDING        11229              2000 KINGS HIGHWAY              KINGS HIGHWAY      OCEAN AVENUE                          AVENUE P                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN    Closed                     NaN         10/23/2013 12:00:00 AM           15 BROOKLYN       BROOKLYN                    997169.0                    161763.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.610669 -73.953471   (40.61066902990479, -73.95347059071634)\n",
       "49979    26524043  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                         CEILING           RESIDENTIAL BUILDING        10027           1350 AMSTERDAM AVENUE           AMSTERDAM AVENUE   WEST 125 STREET                   WEST 126 STREET                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM          09 MANHATTAN      MANHATTAN                    996447.0                    235785.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.813843 -73.955937   (40.81384269043013, -73.95593685955293)\n",
       "49980    26524058  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...      GENERAL CONSTRUCTION                           DOORS           RESIDENTIAL BUILDING        10460        1547 COMMONWEALTH AVENUE        COMMONWEALTH AVENUE    MANSION STREET               EAST TREMONT AVENUE                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM              09 BRONX          BRONX                   1020447.0                    244888.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.838762 -73.869185   (40.83876206907432, -73.86918492707444)\n",
       "49981    26524061  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                           WALLS           RESIDENTIAL BUILDING        11694            127 BEACH 119 STREET           BEACH 119 STREET   OCEAN PROMENADE          ROCKAWAY BEACH BOULEVARD                   NaN                   NaN       ADDRESS        Rockaway Park      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM             14 QUEENS         QUEENS                   1028968.0                    149779.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.577672 -73.839022    (40.57767199586327, -73.8390219632518)\n",
       "49982    26524081  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...      GENERAL CONSTRUCTION                            MOLD           RESIDENTIAL BUILDING        10032         1090 ST NICHOLAS AVENUE         ST NICHOLAS AVENUE   WEST 164 STREET                   MC KENNA SQUARE                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM          12 MANHATTAN      MANHATTAN                   1000880.0                    244627.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.838104 -73.939900  (40.838104225045356, -73.93990019853811)\n",
       "49983    26524099  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                           WALLS           RESIDENTIAL BUILDING        10039             290 WEST 147 STREET            WEST 147 STREET          7 AVENUE                          8 AVENUE                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM          10 MANHATTAN      MANHATTAN                   1000742.0                    239447.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.823887 -73.940412   (40.82388687359216, -73.94041165641747)\n",
       "49984    26524119  10/21/2013 12:00:00 AM  10/24/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                           WALLS           RESIDENTIAL BUILDING        11221                213 LEWIS AVENUE               LEWIS AVENUE  LEXINGTON AVENUE                     QUINCY STREET                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN    Closed                     NaN         10/24/2013 12:00:00 AM           03 BROOKLYN       BROOKLYN                   1001927.0                    190341.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.689101 -73.936259   (40.68910119521777, -73.93625916248028)\n",
       "49985    26524124  10/21/2013 12:00:00 AM  10/22/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        11233  1526 EASTERN PARKWAY EXTENSION  EASTERN PARKWAY EXTENSION    ST JOHNS PLACE                   SARATOGA AVENUE                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN    Closed                     NaN         10/22/2013 12:00:00 AM           16 BROOKLYN       BROOKLYN                   1007078.0                    183531.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.670398 -73.917708    (40.67039751066979, -73.9177084412537)\n",
       "49986    26524263  10/21/2013 12:00:00 AM  10/22/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        10460             961 EAST 173 STREET            EAST 173 STREET       VYSE AVENUE                     BRYANT AVENUE                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/22/2013 12:00:00 AM              03 BRONX          BRONX                   1015614.0                    243511.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.835001 -73.886658    (40.83500109346245, -73.8866576889343)\n",
       "49987    26524289  10/21/2013 12:00:00 AM  10/24/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        10022                   1026 1 AVENUE                   1 AVENUE    EAST 56 STREET                    EAST 57 STREET                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN    Closed                     NaN         10/24/2013 12:00:00 AM          06 MANHATTAN      MANHATTAN                    994410.0                    215342.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.757735 -73.963327   (40.757734697371916, -73.9633266870321)\n",
       "49988    26524297  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...      GENERAL CONSTRUCTION                        CABINETS           RESIDENTIAL BUILDING        10467            2526 BRONX PARK EAST            BRONX PARK EAST       MACE AVENUE                   ALLERTON AVENUE                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM              11 BRONX          BRONX                   1020100.0                    254001.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.863776 -73.870390   (40.86377594015986, -73.87039024506915)\n",
       "49989    26524405  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...                  PLUMBING                         BATHTUB           RESIDENTIAL BUILDING        11230        1709 CONEY ISLAND AVENUE        CONEY ISLAND AVENUE      RODER AVENUE                          AVENUE N                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM           14 BROOKLYN       BROOKLYN                    994389.0                    163660.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.615880 -73.963480   (40.61587952021304, -73.96348026190579)\n",
       "49990    26524458  10/21/2013 12:00:00 AM  10/23/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        11207               726 MILLER AVENUE              MILLER AVENUE              BEND                    HEGEMAN AVENUE                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN    Closed                     NaN         10/23/2013 12:00:00 AM           05 BROOKLYN       BROOKLYN                   1015238.0                    180724.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.662668 -73.888306   (40.66266812471674, -73.88830577997409)\n",
       "49991    26524457  10/21/2013 12:00:00 AM  10/25/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                         CEILING           RESIDENTIAL BUILDING        10457              1997 HUGHES AVENUE              HUGHES AVENUE   EAST 178 STREET                   EAST 179 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/25/2013 12:00:00 AM              06 BRONX          BRONX                   1014243.0                    247905.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.847066 -73.891593   (40.84706609532152, -73.89159251247655)\n",
       "49992    26524460  10/21/2013 12:00:00 AM  10/23/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                   HEATING                            HEAT           RESIDENTIAL BUILDING        10458           2340 VALENTINE AVENUE           VALENTINE AVENUE   EAST 183 STREET                   EAST 184 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/23/2013 12:00:00 AM              05 BRONX          BRONX                   1012545.0                    251844.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.857883 -73.897713  (40.857883077248175, -73.89771317783587)\n",
       "49993    26524467  10/21/2013 12:00:00 AM  10/25/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                  PLUMBING                        RADIATOR           RESIDENTIAL BUILDING        10028              310 EAST 83 STREET             EAST 83 STREET          2 AVENUE                          1 AVENUE                   NaN                   NaN       ADDRESS             NEW YORK      NaN           NaN    Closed                     NaN         10/25/2013 12:00:00 AM          08 MANHATTAN      MANHATTAN                    997365.0                    221887.0        Unspecified      MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.775695 -73.952648   (40.77569513497476, -73.95264761496037)\n",
       "49994    26524469  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                         CEILING           RESIDENTIAL BUILDING        11235               2940 OCEAN AVENUE               OCEAN AVENUE          AVENUE Y                          AVENUE Z                   NaN                   NaN       ADDRESS             BROOKLYN      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM           15 BROOKLYN       BROOKLYN                    998260.0                    154071.0        Unspecified       BROOKLYN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.589554 -73.949557  (40.589554394535476, -73.94955717050078)\n",
       "49995    26524470  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...                  ELECTRIC                 ELECTRIC-SUPPLY           RESIDENTIAL BUILDING        10458             2704 DECATUR AVENUE             DECATUR AVENUE   EAST 195 STREET                   EAST 197 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM              07 BRONX          BRONX                   1015067.0                    254449.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.865025 -73.888584   (40.86502456816568, -73.88858414414646)\n",
       "49996    26524479  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...           PAINT - PLASTER                           WALLS           RESIDENTIAL BUILDING        11373         51-55 VAN KLEECK STREET          VAN KLEECK STREET     CODWISE PLACE                   KNEELAND AVENUE                   NaN                   NaN       ADDRESS             Elmhurst      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM             04 QUEENS         QUEENS                   1016917.0                    207448.0        Unspecified         QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.736013 -73.882124   (40.73601315955848, -73.88212432130575)\n",
       "49997    26523160  10/21/2013 12:00:00 AM                     NaN    HPD  Department of Housing Preservation and Develop...      GENERAL CONSTRUCTION                    CERAMIC-TILE           RESIDENTIAL BUILDING        10468             2600 CRESTON AVENUE             CRESTON AVENUE   EAST 192 STREET                   EAST 193 STREET                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN      Open                     NaN         10/21/2013 12:00:00 AM              07 BRONX          BRONX                   1012886.0                    254495.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.865158 -73.896469  (40.865158168593744, -73.89646913260533)\n",
       "49998    26523190  10/21/2013 12:00:00 AM  10/22/2013 12:00:00 AM    HPD  Department of Housing Preservation and Develop...                  NONCONST                          VERMIN           RESIDENTIAL BUILDING        10458            3184 GRAND CONCOURSE            GRAND CONCOURSE   EAST 206 STREET               ST GEORGES CRESCENT                   NaN                   NaN       ADDRESS                BRONX      NaN           NaN    Closed                     NaN         10/22/2013 12:00:00 AM              07 BRONX          BRONX                   1015863.0                    258627.0        Unspecified          BRONX  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified              NaN                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.876489 -73.885687   (40.87648907534718, -73.88568657501374)\n",
       "\n",
       "[49999 rows x 52 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1.2 Selecting columns and rows"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To select a column, we index with the name of the column, like this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0         Noise - Street/Sidewalk\n",
       "1                 Illegal Parking\n",
       "2              Noise - Commercial\n",
       "3                 Noise - Vehicle\n",
       "4                          Rodent\n",
       "5              Noise - Commercial\n",
       "6                Blocked Driveway\n",
       "7              Noise - Commercial\n",
       "8              Noise - Commercial\n",
       "9              Noise - Commercial\n",
       "10       Noise - House of Worship\n",
       "11             Noise - Commercial\n",
       "12                Illegal Parking\n",
       "13                Noise - Vehicle\n",
       "14                         Rodent\n",
       "15       Noise - House of Worship\n",
       "16        Noise - Street/Sidewalk\n",
       "17                Illegal Parking\n",
       "18         Street Light Condition\n",
       "19             Noise - Commercial\n",
       "20       Noise - House of Worship\n",
       "21             Noise - Commercial\n",
       "22                Noise - Vehicle\n",
       "23             Noise - Commercial\n",
       "24               Blocked Driveway\n",
       "25        Noise - Street/Sidewalk\n",
       "26         Street Light Condition\n",
       "27           Harboring Bees/Wasps\n",
       "28        Noise - Street/Sidewalk\n",
       "29         Street Light Condition\n",
       "                   ...           \n",
       "49969                    NONCONST\n",
       "49970                     HEATING\n",
       "49971        GENERAL CONSTRUCTION\n",
       "49972                     HEATING\n",
       "49973                    NONCONST\n",
       "49974        GENERAL CONSTRUCTION\n",
       "49975                    NONCONST\n",
       "49976                     HEATING\n",
       "49977                    NONCONST\n",
       "49978                   APPLIANCE\n",
       "49979             PAINT - PLASTER\n",
       "49980        GENERAL CONSTRUCTION\n",
       "49981             PAINT - PLASTER\n",
       "49982        GENERAL CONSTRUCTION\n",
       "49983             PAINT - PLASTER\n",
       "49984             PAINT - PLASTER\n",
       "49985                     HEATING\n",
       "49986                     HEATING\n",
       "49987                     HEATING\n",
       "49988        GENERAL CONSTRUCTION\n",
       "49989                    PLUMBING\n",
       "49990                     HEATING\n",
       "49991             PAINT - PLASTER\n",
       "49992                     HEATING\n",
       "49993                    PLUMBING\n",
       "49994             PAINT - PLASTER\n",
       "49995                    ELECTRIC\n",
       "49996             PAINT - PLASTER\n",
       "49997        GENERAL CONSTRUCTION\n",
       "49998                    NONCONST\n",
       "Name: Complaint Type, Length: 49999, dtype: object"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints['Complaint Type']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To get the first 5 rows of a dataframe, we can use a slice: `df[:5]`.\n",
    "\n",
    "This is a great way to get a sense for what kind of information is in the dataframe -- take a minute to look at the contents and get a feel for this dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unique Key</th>\n",
       "      <th>Created Date</th>\n",
       "      <th>Closed Date</th>\n",
       "      <th>Agency</th>\n",
       "      <th>Agency Name</th>\n",
       "      <th>Complaint Type</th>\n",
       "      <th>Descriptor</th>\n",
       "      <th>Location Type</th>\n",
       "      <th>Incident Zip</th>\n",
       "      <th>Incident Address</th>\n",
       "      <th>Street Name</th>\n",
       "      <th>Cross Street 1</th>\n",
       "      <th>Cross Street 2</th>\n",
       "      <th>Intersection Street 1</th>\n",
       "      <th>Intersection Street 2</th>\n",
       "      <th>Address Type</th>\n",
       "      <th>City</th>\n",
       "      <th>Landmark</th>\n",
       "      <th>Facility Type</th>\n",
       "      <th>Status</th>\n",
       "      <th>Due Date</th>\n",
       "      <th>Resolution Action Updated Date</th>\n",
       "      <th>Community Board</th>\n",
       "      <th>Borough</th>\n",
       "      <th>X Coordinate (State Plane)</th>\n",
       "      <th>Y Coordinate (State Plane)</th>\n",
       "      <th>Park Facility Name</th>\n",
       "      <th>Park Borough</th>\n",
       "      <th>School Name</th>\n",
       "      <th>School Number</th>\n",
       "      <th>School Region</th>\n",
       "      <th>School Code</th>\n",
       "      <th>School Phone Number</th>\n",
       "      <th>School Address</th>\n",
       "      <th>School City</th>\n",
       "      <th>School State</th>\n",
       "      <th>School Zip</th>\n",
       "      <th>School Not Found</th>\n",
       "      <th>School or Citywide Complaint</th>\n",
       "      <th>Vehicle Type</th>\n",
       "      <th>Taxi Company Borough</th>\n",
       "      <th>Taxi Pick Up Location</th>\n",
       "      <th>Bridge Highway Name</th>\n",
       "      <th>Bridge Highway Direction</th>\n",
       "      <th>Road Ramp</th>\n",
       "      <th>Bridge Highway Segment</th>\n",
       "      <th>Garage Lot Name</th>\n",
       "      <th>Ferry Direction</th>\n",
       "      <th>Ferry Terminal Name</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>26589651</td>\n",
       "      <td>10/31/2013 02:08:41 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>Loud Talking</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11432</td>\n",
       "      <td>90-03 169 STREET</td>\n",
       "      <td>169 STREET</td>\n",
       "      <td>90 AVENUE</td>\n",
       "      <td>91 AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>JAMAICA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Assigned</td>\n",
       "      <td>10/31/2013 10:08:41 AM</td>\n",
       "      <td>10/31/2013 02:35:17 AM</td>\n",
       "      <td>12 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1042027.0</td>\n",
       "      <td>197389.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.708275</td>\n",
       "      <td>-73.791604</td>\n",
       "      <td>(40.70827532593202, -73.79160395779721)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>26593698</td>\n",
       "      <td>10/31/2013 02:01:04 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>Commercial Overnight Parking</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>11378</td>\n",
       "      <td>58 AVENUE</td>\n",
       "      <td>58 AVENUE</td>\n",
       "      <td>58 PLACE</td>\n",
       "      <td>59 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>MASPETH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Open</td>\n",
       "      <td>10/31/2013 10:01:04 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>05 QUEENS</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>1009349.0</td>\n",
       "      <td>201984.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>QUEENS</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.721041</td>\n",
       "      <td>-73.909453</td>\n",
       "      <td>(40.721040535628305, -73.90945306791765)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>26594139</td>\n",
       "      <td>10/31/2013 02:00:24 AM</td>\n",
       "      <td>10/31/2013 02:40:32 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>Loud Music/Party</td>\n",
       "      <td>Club/Bar/Restaurant</td>\n",
       "      <td>10032</td>\n",
       "      <td>4060 BROADWAY</td>\n",
       "      <td>BROADWAY</td>\n",
       "      <td>WEST 171 STREET</td>\n",
       "      <td>WEST 172 STREET</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADDRESS</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 10:00:24 AM</td>\n",
       "      <td>10/31/2013 02:39:42 AM</td>\n",
       "      <td>12 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>1001088.0</td>\n",
       "      <td>246531.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.843330</td>\n",
       "      <td>-73.939144</td>\n",
       "      <td>(40.84332975466513, -73.93914371913482)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>26595721</td>\n",
       "      <td>10/31/2013 01:56:23 AM</td>\n",
       "      <td>10/31/2013 02:21:48 AM</td>\n",
       "      <td>NYPD</td>\n",
       "      <td>New York City Police Department</td>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>Car/Truck Horn</td>\n",
       "      <td>Street/Sidewalk</td>\n",
       "      <td>10023</td>\n",
       "      <td>WEST 72 STREET</td>\n",
       "      <td>WEST 72 STREET</td>\n",
       "      <td>COLUMBUS AVENUE</td>\n",
       "      <td>AMSTERDAM AVENUE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precinct</td>\n",
       "      <td>Closed</td>\n",
       "      <td>10/31/2013 09:56:23 AM</td>\n",
       "      <td>10/31/2013 02:21:10 AM</td>\n",
       "      <td>07 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>989730.0</td>\n",
       "      <td>222727.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.778009</td>\n",
       "      <td>-73.980213</td>\n",
       "      <td>(40.7780087446372, -73.98021349023975)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>26590930</td>\n",
       "      <td>10/31/2013 01:53:44 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DOHMH</td>\n",
       "      <td>Department of Health and Mental Hygiene</td>\n",
       "      <td>Rodent</td>\n",
       "      <td>Condition Attracting Rodents</td>\n",
       "      <td>Vacant Lot</td>\n",
       "      <td>10027</td>\n",
       "      <td>WEST 124 STREET</td>\n",
       "      <td>WEST 124 STREET</td>\n",
       "      <td>LENOX AVENUE</td>\n",
       "      <td>ADAM CLAYTON POWELL JR BOULEVARD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BLOCKFACE</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pending</td>\n",
       "      <td>11/30/2013 01:53:44 AM</td>\n",
       "      <td>10/31/2013 01:59:54 AM</td>\n",
       "      <td>10 MANHATTAN</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>998815.0</td>\n",
       "      <td>233545.0</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>MANHATTAN</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>Unspecified</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.807691</td>\n",
       "      <td>-73.947387</td>\n",
       "      <td>(40.80769092704951, -73.94738703491433)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Unique Key            Created Date             Closed Date Agency                              Agency Name           Complaint Type                    Descriptor        Location Type Incident Zip  Incident Address      Street Name   Cross Street 1                    Cross Street 2 Intersection Street 1 Intersection Street 2 Address Type      City Landmark Facility Type    Status                Due Date Resolution Action Updated Date Community Board    Borough  X Coordinate (State Plane)  Y Coordinate (State Plane) Park Facility Name Park Borough  School Name School Number School Region  School Code School Phone Number School Address  School City School State   School Zip School Not Found  School or Citywide Complaint Vehicle Type Taxi Company Borough Taxi Pick Up Location Bridge Highway Name Bridge Highway Direction Road Ramp Bridge Highway Segment Garage Lot Name Ferry Direction Ferry Terminal Name   Latitude  Longitude                                  Location\n",
       "0    26589651  10/31/2013 02:08:41 AM                     NaN   NYPD          New York City Police Department  Noise - Street/Sidewalk                  Loud Talking      Street/Sidewalk        11432  90-03 169 STREET       169 STREET        90 AVENUE                         91 AVENUE                   NaN                   NaN      ADDRESS   JAMAICA      NaN      Precinct  Assigned  10/31/2013 10:08:41 AM         10/31/2013 02:35:17 AM       12 QUEENS     QUEENS                   1042027.0                    197389.0        Unspecified       QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.708275 -73.791604   (40.70827532593202, -73.79160395779721)\n",
       "1    26593698  10/31/2013 02:01:04 AM                     NaN   NYPD          New York City Police Department          Illegal Parking  Commercial Overnight Parking      Street/Sidewalk        11378         58 AVENUE        58 AVENUE         58 PLACE                         59 STREET                   NaN                   NaN    BLOCKFACE   MASPETH      NaN      Precinct      Open  10/31/2013 10:01:04 AM                            NaN       05 QUEENS     QUEENS                   1009349.0                    201984.0        Unspecified       QUEENS  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.721041 -73.909453  (40.721040535628305, -73.90945306791765)\n",
       "2    26594139  10/31/2013 02:00:24 AM  10/31/2013 02:40:32 AM   NYPD          New York City Police Department       Noise - Commercial              Loud Music/Party  Club/Bar/Restaurant        10032     4060 BROADWAY         BROADWAY  WEST 171 STREET                   WEST 172 STREET                   NaN                   NaN      ADDRESS  NEW YORK      NaN      Precinct    Closed  10/31/2013 10:00:24 AM         10/31/2013 02:39:42 AM    12 MANHATTAN  MANHATTAN                   1001088.0                    246531.0        Unspecified    MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.843330 -73.939144   (40.84332975466513, -73.93914371913482)\n",
       "3    26595721  10/31/2013 01:56:23 AM  10/31/2013 02:21:48 AM   NYPD          New York City Police Department          Noise - Vehicle                Car/Truck Horn      Street/Sidewalk        10023    WEST 72 STREET   WEST 72 STREET  COLUMBUS AVENUE                  AMSTERDAM AVENUE                   NaN                   NaN    BLOCKFACE  NEW YORK      NaN      Precinct    Closed  10/31/2013 09:56:23 AM         10/31/2013 02:21:10 AM    07 MANHATTAN  MANHATTAN                    989730.0                    222727.0        Unspecified    MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.778009 -73.980213    (40.7780087446372, -73.98021349023975)\n",
       "4    26590930  10/31/2013 01:53:44 AM                     NaN  DOHMH  Department of Health and Mental Hygiene                   Rodent  Condition Attracting Rodents           Vacant Lot        10027   WEST 124 STREET  WEST 124 STREET     LENOX AVENUE  ADAM CLAYTON POWELL JR BOULEVARD                   NaN                   NaN    BLOCKFACE  NEW YORK      NaN           NaN   Pending  11/30/2013 01:53:44 AM         10/31/2013 01:59:54 AM    10 MANHATTAN  MANHATTAN                    998815.0                    233545.0        Unspecified    MANHATTAN  Unspecified   Unspecified   Unspecified  Unspecified         Unspecified    Unspecified  Unspecified  Unspecified  Unspecified                N                           NaN          NaN                  NaN                   NaN                 NaN                      NaN       NaN                    NaN             NaN             NaN                 NaN  40.807691 -73.947387   (40.80769092704951, -73.94738703491433)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints[:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can combine these to get the first 5 rows of a column:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    Noise - Street/Sidewalk\n",
       "1            Illegal Parking\n",
       "2         Noise - Commercial\n",
       "3            Noise - Vehicle\n",
       "4                     Rodent\n",
       "Name: Complaint Type, dtype: object"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints['Complaint Type'][:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "and it doesn't matter which direction we do it in:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    Noise - Street/Sidewalk\n",
       "1            Illegal Parking\n",
       "2         Noise - Commercial\n",
       "3            Noise - Vehicle\n",
       "4                     Rodent\n",
       "Name: Complaint Type, dtype: object"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints[:5]['Complaint Type']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1.3 Selecting multiple columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What if we just want to know the complaint type and the borough, but not the rest of the information? Pandas makes it really easy to select a subset of the columns: just index with list of columns you want."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Complaint Type</th>\n",
       "      <th>Borough</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Rodent</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Blocked Driveway</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Noise - House of Worship</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Rodent</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Noise - House of Worship</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Street Light Condition</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Noise - House of Worship</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Blocked Driveway</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Street Light Condition</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Harboring Bees/Wasps</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Street Light Condition</td>\n",
       "      <td>STATEN ISLAND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49969</th>\n",
       "      <td>NONCONST</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49970</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49971</th>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49972</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49973</th>\n",
       "      <td>NONCONST</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49974</th>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49975</th>\n",
       "      <td>NONCONST</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49976</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49977</th>\n",
       "      <td>NONCONST</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49978</th>\n",
       "      <td>APPLIANCE</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49979</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49980</th>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49981</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49982</th>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49983</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49984</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49985</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49986</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49987</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49988</th>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49989</th>\n",
       "      <td>PLUMBING</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49990</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49991</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49992</th>\n",
       "      <td>HEATING</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49993</th>\n",
       "      <td>PLUMBING</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49994</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49995</th>\n",
       "      <td>ELECTRIC</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49996</th>\n",
       "      <td>PAINT - PLASTER</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49997</th>\n",
       "      <td>GENERAL CONSTRUCTION</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49998</th>\n",
       "      <td>NONCONST</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>49999 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Complaint Type        Borough\n",
       "0       Noise - Street/Sidewalk         QUEENS\n",
       "1               Illegal Parking         QUEENS\n",
       "2            Noise - Commercial      MANHATTAN\n",
       "3               Noise - Vehicle      MANHATTAN\n",
       "4                        Rodent      MANHATTAN\n",
       "5            Noise - Commercial         QUEENS\n",
       "6              Blocked Driveway         QUEENS\n",
       "7            Noise - Commercial         QUEENS\n",
       "8            Noise - Commercial      MANHATTAN\n",
       "9            Noise - Commercial       BROOKLYN\n",
       "10     Noise - House of Worship       BROOKLYN\n",
       "11           Noise - Commercial      MANHATTAN\n",
       "12              Illegal Parking      MANHATTAN\n",
       "13              Noise - Vehicle          BRONX\n",
       "14                       Rodent       BROOKLYN\n",
       "15     Noise - House of Worship      MANHATTAN\n",
       "16      Noise - Street/Sidewalk  STATEN ISLAND\n",
       "17              Illegal Parking       BROOKLYN\n",
       "18       Street Light Condition       BROOKLYN\n",
       "19           Noise - Commercial      MANHATTAN\n",
       "20     Noise - House of Worship       BROOKLYN\n",
       "21           Noise - Commercial      MANHATTAN\n",
       "22              Noise - Vehicle         QUEENS\n",
       "23           Noise - Commercial       BROOKLYN\n",
       "24             Blocked Driveway  STATEN ISLAND\n",
       "25      Noise - Street/Sidewalk  STATEN ISLAND\n",
       "26       Street Light Condition       BROOKLYN\n",
       "27         Harboring Bees/Wasps      MANHATTAN\n",
       "28      Noise - Street/Sidewalk      MANHATTAN\n",
       "29       Street Light Condition  STATEN ISLAND\n",
       "...                         ...            ...\n",
       "49969                  NONCONST          BRONX\n",
       "49970                   HEATING      MANHATTAN\n",
       "49971      GENERAL CONSTRUCTION          BRONX\n",
       "49972                   HEATING         QUEENS\n",
       "49973                  NONCONST       BROOKLYN\n",
       "49974      GENERAL CONSTRUCTION       BROOKLYN\n",
       "49975                  NONCONST          BRONX\n",
       "49976                   HEATING         QUEENS\n",
       "49977                  NONCONST          BRONX\n",
       "49978                 APPLIANCE       BROOKLYN\n",
       "49979           PAINT - PLASTER      MANHATTAN\n",
       "49980      GENERAL CONSTRUCTION          BRONX\n",
       "49981           PAINT - PLASTER         QUEENS\n",
       "49982      GENERAL CONSTRUCTION      MANHATTAN\n",
       "49983           PAINT - PLASTER      MANHATTAN\n",
       "49984           PAINT - PLASTER       BROOKLYN\n",
       "49985                   HEATING       BROOKLYN\n",
       "49986                   HEATING          BRONX\n",
       "49987                   HEATING      MANHATTAN\n",
       "49988      GENERAL CONSTRUCTION          BRONX\n",
       "49989                  PLUMBING       BROOKLYN\n",
       "49990                   HEATING       BROOKLYN\n",
       "49991           PAINT - PLASTER          BRONX\n",
       "49992                   HEATING          BRONX\n",
       "49993                  PLUMBING      MANHATTAN\n",
       "49994           PAINT - PLASTER       BROOKLYN\n",
       "49995                  ELECTRIC          BRONX\n",
       "49996           PAINT - PLASTER         QUEENS\n",
       "49997      GENERAL CONSTRUCTION          BRONX\n",
       "49998                  NONCONST          BRONX\n",
       "\n",
       "[49999 rows x 2 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints[['Complaint Type', 'Borough']]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That showed us a summary, and then we can look at the first 10 rows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Complaint Type</th>\n",
       "      <th>Borough</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Noise - Street/Sidewalk</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Illegal Parking</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Noise - Vehicle</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Rodent</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Blocked Driveway</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>MANHATTAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Noise - Commercial</td>\n",
       "      <td>BROOKLYN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Complaint Type    Borough\n",
       "0  Noise - Street/Sidewalk     QUEENS\n",
       "1          Illegal Parking     QUEENS\n",
       "2       Noise - Commercial  MANHATTAN\n",
       "3          Noise - Vehicle  MANHATTAN\n",
       "4                   Rodent  MANHATTAN\n",
       "5       Noise - Commercial     QUEENS\n",
       "6         Blocked Driveway     QUEENS\n",
       "7       Noise - Commercial     QUEENS\n",
       "8       Noise - Commercial  MANHATTAN\n",
       "9       Noise - Commercial   BROOKLYN"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints[['Complaint Type', 'Borough']][:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1.4 What's the most common complaint type?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is a really easy question to answer! There's a `.value_counts()` method that we can use:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "HEATING                              11512\n",
       "Street Light Condition                2995\n",
       "GENERAL CONSTRUCTION                  2947\n",
       "PLUMBING                              2148\n",
       "DOF Literature Request                2093\n",
       "PAINT - PLASTER                       2031\n",
       "Blocked Driveway                      1804\n",
       "NONCONST                              1462\n",
       "Traffic Signal Condition              1426\n",
       "Illegal Parking                       1354\n",
       "Street Condition                      1295\n",
       "Noise                                 1120\n",
       "Water System                           980\n",
       "ELECTRIC                               966\n",
       "Dirty Conditions                       950\n",
       "Noise - Commercial                     923\n",
       "Building/Use                           869\n",
       "Broken Muni Meter                      819\n",
       "General Construction/Plumbing          711\n",
       "Sanitation Condition                   699\n",
       "Sewer                                  604\n",
       "Rodent                                 573\n",
       "Consumer Complaint                     536\n",
       "Noise - Street/Sidewalk                488\n",
       "Taxi Complaint                         454\n",
       "Missed Collection (All Materials)      384\n",
       "Damaged Tree                           365\n",
       "Root/Sewer/Sidewalk Condition          364\n",
       "Derelict Vehicle                       334\n",
       "Graffiti                               324\n",
       "                                     ...  \n",
       "Animal Facility - No Permit              3\n",
       "Fire Alarm - Modification                3\n",
       "Beach/Pool/Sauna Complaint               2\n",
       "Transportation Provider Complaint        2\n",
       "Unsanitary Animal Facility               2\n",
       "Bus Stop Shelter Placement               2\n",
       "Illegal Animal Sold                      2\n",
       "Misc. Comments                           2\n",
       "Compliment                               2\n",
       "Public Toilet                            2\n",
       "Stalled Sites                            1\n",
       "Trans Fat                                1\n",
       "Tunnel Condition                         1\n",
       "Public Assembly                          1\n",
       "Ferry Complaint                          1\n",
       "Senior Center Complaint                  1\n",
       "Fire Alarm - New System                  1\n",
       "DHS Income Savings Requirement           1\n",
       "Adopt-A-Basket                           1\n",
       "Poison Ivy                               1\n",
       "Drinking Water                           1\n",
       "Legal Services Provider Complaint        1\n",
       "Opinion for the Mayor                    1\n",
       "Snow                                     1\n",
       "Illegal Animal Kept as Pet               1\n",
       "Fire Alarm - Replacement                 1\n",
       "Invitation                               1\n",
       "DFTA Literature Request                  1\n",
       "Posting Advertisement                    1\n",
       "Municipal Parking Facility               1\n",
       "Name: Complaint Type, Length: 158, dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaints['Complaint Type'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we just wanted the top 10 most common complaints, we can do this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "HEATING                     11512\n",
       "Street Light Condition       2995\n",
       "GENERAL CONSTRUCTION         2947\n",
       "PLUMBING                     2148\n",
       "DOF Literature Request       2093\n",
       "PAINT - PLASTER              2031\n",
       "Blocked Driveway             1804\n",
       "NONCONST                     1462\n",
       "Traffic Signal Condition     1426\n",
       "Illegal Parking              1354\n",
       "Name: Complaint Type, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complaint_counts = complaints['Complaint Type'].value_counts()\n",
    "complaint_counts[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "But it gets better! We can plot them!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x114a2b160>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "complaint_counts[:10].plot(kind='bar')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "python3.6",
   "language": "python",
   "name": "python3.6"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}