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Chicago-Crime-Analysis


You have a look at the app here

Table of contents

Data Description

Chicago Crime Data from https://data.cityofchicago.org/PublicSafety/Crimes-2001-to-present/ijzp-q8t2 provide reported incidents of crime that occurred in the City of Chicago. These data are available from 2001 through the present. I have used 2018 data for analysis

Data used for the app and the code can be found here

What is in the App

The following have been covered in the app.

  • Frequency of crime by month and crime type
  • Frequency of crime by the location of the crime
  • A heatmap using the type of crime and the hour of the day when the crime was committed
  • Latitude and longitude of crimes by date on a map allowing user to filter the map using dates. Also, hovering over an observation in the map, it provides relevant information about the crime

Snippets from the App

Frequency of crime by month and crime type

Screenshot

Frequency of crime by the location of the crime

Screenshot

A heatmap using the type of crime and the hour of the day when the crime was committed

Screenshot

Crime Map

Screenshot