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Humanitarian data analysis - Ebola outbreaks

Data source:

CSV of Ebola outbreaks before 2014 from the humanitarian data exchange (HDX). See here

Visualisation:

  • Exploring the data set with Pandas and Bokeh. Notebook

bokeh-plot

map-ebola-subtypes

Tools:

Python, Jupyter notebook, Pandas, GeoPandas, GeoPy + cartodb

Fixing/adding info:

  • Get the date range into a start date and en date. Notebook

  • Get countries 2 letters ISO code. Notebook

  • Add coordinates using GeoPy. Notebook

  • Add geometry. Notebook

Other:

  • Geocoding with GeoPy + plotting with Geoplotlib and Folium. Notebook