Prediction evaluation of daily rides starting from each Citi Bike station. Trained and tested on a 80/20 split of 1.4 million observations containing 95 million bike trips from 2013 to early 2020.
See also NYC-data
Variables used:
- Distance to closest subway station
- Year
- Month
- Workday or not (weekdays minus holidays)
- Precipitation
- Max and minimum temperature
- Max wind speed
Data sources: