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