The REAKT DATA project (https://reakt-forschung.de/) tracked the GNSS positions of 13 draisines rented to tourists on the railway track Malente-Lütjenburg  (https://www.schiene-m-l.de/) for over a year. This topic will aim at analyzing the resulting data set.

This map shows an excerpt of the collected data:

Goals

• Identifying individual trips
• Filtering outliers
• Determining data quality
• Inferring traffic related questions and answers
• (optional) Crossreferencing behavior with a survey submitted by some customers

Scope

Bachelor's thesis.

Related Work/Literature

• https://reakt-forschung.de/
• https://www.schiene-m-l.de/
• https://media.ccc.de/v/36c3-10652-bahnmining_-_punktlichkeit_ist_eine_zier
• https://railtrail.rtsys.informatik.uni-kiel.de
• Finn Evers, Projecting Irregular Vehicle Positions on Tracks (pdf)

Involved Languages/Technologies

• SQL
• Data science tools (usually Python)

Supervised by

Alexander Schulz-Rosengarten  
als@informatik.uni-kiel.de