Python code analysing DB's Call-a-Bike data for the CorrelAid LC-Rheinmain hackathon
For each year in the dataset, the following table counts the number of trips that started on December 31 of the previous year and ended on January 1 of that year:
The following table lists the top 10 routes (start to end) by number of trips (n_trips). It also includes the cumulative share of the total observations accounted for by those routes (cum_share) as well as the share of missing observations, i.e. days without any recorded trips (share_NaN) in relation to the entire sample period:
For an interactive heatmap showing the number of trips for all combinations of start and end stations, download the following file: plots/heatmap_trips.html