Data Exploration
A data scientist needs to quickly generate a report summarizing the characteristics of a new dataset.
Result: Using TableReport, the scientist obtains a detailed exploration report to guide further preprocessing.
Multi-Table Pipeline Validation
A machine learning practitioner works with multiple related dataframes and requires a validated preprocessing pipeline with hyperparameter tuning.
Result: MultiTableTransformer enables building and validating such pipelines efficiently.