E-CommereShippingData

This dataset was curated for [TabArena](https://tabarena.ai/) by the TabArena team as part of the [TabArena Tabular ML IID Study](https://tabarena.ai/data-tabular-ml-iid-study). For more details on the study, see our [paper](https://tabarena.ai/paper-tabular-ml-iid-study). **Dataset Focus**: This dataset shall be used for evaluating predictive machine learning models for independent and identically distributed tabular data. The intended task is classification. --- #### Dataset Metadata - **Licence:** Public Domain - **Original Data Source:** https://www.kaggle.com/datasets/prachi13/customer-analytics - **Reference (please cite)**: Prachi Gopalani. 'E-Commerce Shipping Data.' Kaggle, 2021, https://www.kaggle.com/datasets/prachi13/customer-analytics. - **Dataset Year:** 2021 - **Dataset Description:** see the reference and the original data source for details. #### Curation comments by the TabArena team (for code see the [page of the study](https://tabarena.ai/data-tabular-ml-iid-study)): - We dropped the ID column. - We renamed the target feature and its values to be more meaningful. - Anomaly: the target and task seems somewhat disconnected from the features. Moreover, some source information on the data is missing and there might be some translation issues. - Anomaly: there might be some data issues related to "Warehouse_block" and the value "F" consisting of two block "E" and "F".