fetch_bike_sharing#

skrub.datasets.fetch_bike_sharing(data_home=None)[source]#

Fetch the bike sharing dataset (regression) available at skrub-data/skrub-data-files

This is a regression use-case, where the goal is to predict demand for a bike-sharing service. The features are the dates and holiday and weather information. Size on disk: 1.3MB.

Parameters:
data_home: str or path, default=None

The directory where to download and unzip the files.

Returns:
bunchsklearn.utils.Bunch

A dictionary-like object with the following keys:

  • bike_sharing: pd.DataFrame, the full dataframe. Shape: (17379, 11)

  • X : pd.DataFrame, features, i.e. the dataframe without the target labels. Shape: (17379, 10)

  • y : pd.DataFrame, target labels. Shape: (17379, 1)

  • metadata : a dictionary containing the name and target