Unfortunately, my initial hands-on testing with corrupted datasets reveals a fundamental enterprise problem: impressive capabilities paired with insufficient transparency about data transformations.

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line ...

This probably happens because some value in some column has an unexpected type. But with a dataframe of hundreds of columns and tens of thousands of rows, how is one supposed to find out where the ...