Cleaning a dataframe#

SquashingScaler	Perform robust centering and scaling followed by soft clipping.
deduplicate	Deduplicate categorical data by hierarchically clustering similar strings.
Cleaner	Column-wise consistency checks and sanitization of dtypes, null values and dates.
DropUninformative	Drop column if it is found to be uninformative according to various criteria.