Clean Me If You Can: A Large Collection of Real-World Addresses for Data Cleaning Benchmarking

Fatemeh Ahmadi, Tobias Bernhard, Mohamed Abdelmaksoud +3

There has been extensive research on automating and scaling data cleaning, i.e., the detection and correction of erroneous values in tabular data. Yet, existing approaches often pe…