This dataset contains daily counts of rented bicycles from the bicycle rental company Capital Bikeshare in Washington D.C., along with weather and seasonal information. The data was kindly made openly available by Capital Bikeshare. Fanaee-T and Gama (2013) added weather data and season information. The goal is to predict how many bikes will be rented depending on the weather and the day.
The data has been slightly preprocessed. For further information see https://christophm.github.io/interpretable-ml-book/bike-data.html