fetch_bike_sharing#

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

Fetch the bike sharing dataset (regression) available at https://github.com/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_homestr or path-like, default=None

The directory where to download and unzip the files.

Returns:
bunchBunch

A dictionary-like object with the following keys:

bike_sharingDataFrame of shape (17379, 11)

The full dataframe.

XDataFrame of shape (17379, 10)

Features, i.e. the dataframe without the target labels.

yDataFrame of shape (17379, 1)

Target labels.

metadatadict

A dictionary containing the name and target.

pathstr

The path to the bike sharing CSV file.