Analysis of Crime Data in New York City in 2020

Using NYPD Complaint Data Current (Year to Date) to analyze the crime events in New York City from January 2020 to June 2020.

Introduction

Research Question

Dataset Used

Data Pre-processing

Image for post
Image for post
Basic Information of Character Variable
Image for post
Image for post
Basic Information of Data and Numeric Variable

Data Analysis: Overview

Crime Level and Status

Image for post
Image for post

Crime Level and Location

Image for post
Image for post

Rank of the Crime Type

Image for post
Image for post

Suspects’ Demographic

Image for post
Image for post
Image for post
Image for post

Victims’ Demographic

Image for post
Image for post
Image for post
Image for post

Data Analysis: Crime Events by Borough

Total Number of Crimes by Borough

Image for post
Image for post

Crime Distribution by Borough

Image for post
Image for post

Mapping for Crime in Boroughs

Image for post
Image for post
Image for post
Image for post

Data Analysis: Crime Events by Time

Crimes per Month

Image for post
Image for post

Hourly Crime Rate

Image for post
Image for post
Image for post
Image for post

Next Step

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store