messy-data

Synthetic dirty data generator

See how a model comes apart when repeatedly photogrammetry'd

A Python tool that transforms clean datasets into realistic messy datasets for testing data cleaning processes

Package for entity matching, standardization, and visualization using embeddings from large language models.

Robust CSV dialect detection methodology for Python that outperforms existing state of the art solutions by 8.35% in terms of their F1 scores, using only built-in Python modules.