The recently-release pNeuma Dataset (at https://open-traffic.epfl.ch/) contains GPS traces of Athens traffic, annotated with vehicle type. The first part of this project will involve scalably matching the raw GPS data with the traffic network of Athens (e.g., Open Street Map) in a way which will allow further analysis. Once the first part is finished, the second part will focus on some data analysis of driver behavior.
Coding experience in Python required. We will be using variants of Open Street Map and possibly pandas; if you have worked with geospatial data (e.g., geojson) or pandas before, please let us know in your application. Please also mention your github repo with python (if you have one) in your application.