Data cleansing, data cleaning, datawash or data scrubbing is
the process of detecting and correcting (or removing) corrupt or inaccurate
records from a record set, table or database.
Used mainly in databases, the term refers to identifying
incomplete, incorrect, inaccurate, irrelevant, parts of the data and then
replacing, modifying, or deleting this dirty data.”(Wikipedia)