fetch_midwest_survey#
- skrub.datasets.fetch_midwest_survey(data_home=None)[source]#
Fetches the midwest survey dataset (classification), available at https://github.com/skrub-data/skrub-data-files
- Description of the dataset:
Survey to know if people self-identify as Midwesterners. Size on disk: 504KB.
- Parameters:
- data_home
stror path-like, default=None The directory where to download and unzip the files.
- data_home
- Returns:
- bunch
Bunch A dictionary-like object with the following keys:
- midwest_surveyDataFrame of shape (2494, 29)
The dataframe.
- XDataFrame of shape (2494, 28)
Features, i.e. the dataframe without the target labels.
- yDataFrame of shape (2494, 1)
Target labels,
- metadatadict
A dictionary containing the name, description, source and target.
- pathstr
The path to the midwest survey CSV file.
- bunch