Data cleansing is the process of detecting and correcting (or removing) corrupt, inaccurate, or irrelevant records from a database. It involves identifying incomplete, incorrect, or outdated data and either fixing it or deleting it. 'Data eradication' and 'data purging' are not standard terms for this process.