Geospatial Analysis in Python

Description of Project

Exploratory data analysis of US Accidents (2.8M records) with Geospatial heatmap analysis

Libraries used:

  • Pandas
  • Numpy
  • Seaborn
  • Folium

Analysing accidents by city/state
Conducting time analysis using distribution plots
Visualisation through scatterplots
Heatmap plot to visualise areas of higher concentration of accidents

To view geospatial heatmap:
http://nbviewer.org/github/ChristosData/US-Accidents-Analysis-EDA-/blob/main/US-Accidents-Analysis.ipynb