/Data-Visualisation-Population-vs-Crime-rate-in-German-Cities

A simple data visualisation using Plotly and MapBox to show population numbers and crime rate in most of the German big cities.

Primary LanguageJupyter Notebook

Data Visualisation Population vs Crime rate in German Cities

A simple data visualisation using Plotly and MapBox to show population numbers and crime rate in most of the German big cities.

Sources:

https://simplemaps.com/data/de-cities for population numbers

https://de.statista.com/statistik/daten/studie/200790/umfrage/gefaehrlichste-staedte-in-deutschland/ for crime data

To do:

  1. alternative to MapBox which works entirely offline and 3rd-party independent (Chloropleth maps? Bokeh?)
  2. Data cleaning bc of umlauts