{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "1. Zaimportuj bibliotkę pandas jako pd." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pandas as pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "2. Wczytaj zbiór danych `311.csv` do zniennej data." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv('./311.csv', low_memory=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "3. Wyświetl 5 pierwszych wierszy z data." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | Unique Key | \n", "Created Date | \n", "Closed Date | \n", "Agency | \n", "Agency Name | \n", "Complaint Type | \n", "Descriptor | \n", "Location Type | \n", "Incident Zip | \n", "Incident Address | \n", "... | \n", "Bridge Highway Name | \n", "Bridge Highway Direction | \n", "Road Ramp | \n", "Bridge Highway Segment | \n", "Garage Lot Name | \n", "Ferry Direction | \n", "Ferry Terminal Name | \n", "Latitude | \n", "Longitude | \n", "Location | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "26589651 | \n", "10/31/2013 02:08:41 AM | \n", "NaN | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Street/Sidewalk | \n", "Loud Talking | \n", "Street/Sidewalk | \n", "11432 | \n", "90-03 169 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.708275 | \n", "-73.791604 | \n", "(40.70827532593202, -73.79160395779721) | \n", "
1 | \n", "26593698 | \n", "10/31/2013 02:01:04 AM | \n", "NaN | \n", "NYPD | \n", "New York City Police Department | \n", "Illegal Parking | \n", "Commercial Overnight Parking | \n", "Street/Sidewalk | \n", "11378 | \n", "58 AVENUE | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.721041 | \n", "-73.909453 | \n", "(40.721040535628305, -73.90945306791765) | \n", "
2 | \n", "26594139 | \n", "10/31/2013 02:00:24 AM | \n", "10/31/2013 02:40:32 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Commercial | \n", "Loud Music/Party | \n", "Club/Bar/Restaurant | \n", "10032 | \n", "4060 BROADWAY | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.843330 | \n", "-73.939144 | \n", "(40.84332975466513, -73.93914371913482) | \n", "
3 | \n", "26595721 | \n", "10/31/2013 01:56:23 AM | \n", "10/31/2013 02:21:48 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Vehicle | \n", "Car/Truck Horn | \n", "Street/Sidewalk | \n", "10023 | \n", "WEST 72 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.778009 | \n", "-73.980213 | \n", "(40.7780087446372, -73.98021349023975) | \n", "
4 | \n", "26590930 | \n", "10/31/2013 01:53:44 AM | \n", "NaN | \n", "DOHMH | \n", "Department of Health and Mental Hygiene | \n", "Rodent | \n", "Condition Attracting Rodents | \n", "Vacant Lot | \n", "10027 | \n", "WEST 124 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.807691 | \n", "-73.947387 | \n", "(40.80769092704951, -73.94738703491433) | \n", "
5 rows × 52 columns
\n", "\n", " | Borough | \n", "Agency | \n", "
---|---|---|
111064 | \n", "BROOKLYN | \n", "DPR | \n", "
111065 | \n", "QUEENS | \n", "NYPD | \n", "
111066 | \n", "MANHATTAN | \n", "NYPD | \n", "
111067 | \n", "BROOKLYN | \n", "NYPD | \n", "
111068 | \n", "BROOKLYN | \n", "NYPD | \n", "
\n", " | Unique Key | \n", "Created Date | \n", "Closed Date | \n", "Agency | \n", "Agency Name | \n", "Complaint Type | \n", "Descriptor | \n", "Location Type | \n", "Incident Zip | \n", "Incident Address | \n", "... | \n", "Bridge Highway Direction | \n", "Road Ramp | \n", "Bridge Highway Segment | \n", "Garage Lot Name | \n", "Ferry Direction | \n", "Ferry Terminal Name | \n", "Latitude | \n", "Longitude | \n", "Location | \n", "diff | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "26589651 | \n", "10/31/2013 02:08:41 AM | \n", "NaN | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Street/Sidewalk | \n", "Loud Talking | \n", "Street/Sidewalk | \n", "11432 | \n", "90-03 169 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.708275 | \n", "-73.791604 | \n", "(40.70827532593202, -73.79160395779721) | \n", "-33.083329 | \n", "
1 | \n", "26593698 | \n", "10/31/2013 02:01:04 AM | \n", "NaN | \n", "NYPD | \n", "New York City Police Department | \n", "Illegal Parking | \n", "Commercial Overnight Parking | \n", "Street/Sidewalk | \n", "11378 | \n", "58 AVENUE | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.721041 | \n", "-73.909453 | \n", "(40.721040535628305, -73.90945306791765) | \n", "-33.188413 | \n", "
2 | \n", "26594139 | \n", "10/31/2013 02:00:24 AM | \n", "10/31/2013 02:40:32 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Commercial | \n", "Loud Music/Party | \n", "Club/Bar/Restaurant | \n", "10032 | \n", "4060 BROADWAY | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.843330 | \n", "-73.939144 | \n", "(40.84332975466513, -73.93914371913482) | \n", "-33.095814 | \n", "
3 | \n", "26595721 | \n", "10/31/2013 01:56:23 AM | \n", "10/31/2013 02:21:48 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Vehicle | \n", "Car/Truck Horn | \n", "Street/Sidewalk | \n", "10023 | \n", "WEST 72 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.778009 | \n", "-73.980213 | \n", "(40.7780087446372, -73.98021349023975) | \n", "-33.202205 | \n", "
4 | \n", "26590930 | \n", "10/31/2013 01:53:44 AM | \n", "NaN | \n", "DOHMH | \n", "Department of Health and Mental Hygiene | \n", "Rodent | \n", "Condition Attracting Rodents | \n", "Vacant Lot | \n", "10027 | \n", "WEST 124 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.807691 | \n", "-73.947387 | \n", "(40.80769092704951, -73.94738703491433) | \n", "-33.139696 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
111064 | \n", "26426013 | \n", "10/04/2013 12:01:13 AM | \n", "10/07/2013 04:07:16 PM | \n", "DPR | \n", "Department of Parks and Recreation | \n", "Maintenance or Facility | \n", "Structure - Outdoors | \n", "Park | \n", "11213 | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
111065 | \n", "26428083 | \n", "10/04/2013 12:01:05 AM | \n", "10/04/2013 02:13:50 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Illegal Parking | \n", "Posted Parking Sign Violation | \n", "Street/Sidewalk | \n", "11434 | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.656160 | \n", "-73.767353 | \n", "(40.656160351546845, -73.76735262738222) | \n", "-33.111192 | \n", "
111066 | \n", "26428987 | \n", "10/04/2013 12:00:45 AM | \n", "10/04/2013 01:25:01 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Street/Sidewalk | \n", "Loud Talking | \n", "Street/Sidewalk | \n", "10016 | \n", "344 EAST 28 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.740295 | \n", "-73.976952 | \n", "(40.740295354643706, -73.97695165980414) | \n", "-33.236656 | \n", "
111067 | \n", "26426115 | \n", "10/04/2013 12:00:28 AM | \n", "10/04/2013 04:17:32 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Noise - Commercial | \n", "Loud Talking | \n", "Club/Bar/Restaurant | \n", "11226 | \n", "1233 FLATBUSH AVENUE | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.640182 | \n", "-73.955306 | \n", "(40.64018174662485, -73.95530566958138) | \n", "-33.315124 | \n", "
111068 | \n", "26428033 | \n", "10/04/2013 12:00:10 AM | \n", "10/04/2013 01:20:52 AM | \n", "NYPD | \n", "New York City Police Department | \n", "Blocked Driveway | \n", "Partial Access | \n", "Street/Sidewalk | \n", "11236 | \n", "1259 EAST 94 STREET | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "40.640024 | \n", "-73.900717 | \n", "(40.640024057399216, -73.90071711703163) | \n", "-33.260693 | \n", "
111069 rows × 53 columns
\n", "