/San-Francisco-Crime-Data-Visualiztion

In this project, we would be exploring the crime data of the city of San Francisco. We would be using a data set from police department of the city. In the end we would be visualizing the crime data on a map of San Francisco using Folium library and plotting the data on a Choropelth map.

Primary LanguageJupyter Notebook

San-Francisco-Crime-Data-Visualiztion

In this project, we would be exploring the crime data of the city of San Francisco. We would be using a data set from police department of the city. In the end we would be visualizing the crime data on a map of San Francisco using Folium library and plotting the data on a Choropelth map. There are total of three files apart from README.md in this project:

  1. The Notebook.ipynb is the main file where all the codes and visualiztions are present.
  2. Police_Department_Incidents_-Previous_Year__2016.csv is the CSV file consisting of all the crime data which helps in creating dataset for the visualiztion of crime data.
  3. san-francisco.geojson helps in plotting of data since it contains the names of all the streets of San Francisco. #Note: Due to certaion restirctions of GitHub website, maps do not render properly. So visit the given link to see Notebook.ipynb file with full maps. Here's the link: https://nbviewer.jupyter.org/github/Karansingh005/San-Francisco-Crime-Data-Visualiztion/blob/master/Notebook.ipynb# .