Data cleansing is regarded as the process of correcting data. Particularly, a database may have incomplete, duplicate, or incorrect data that requires fixing. So, this process actually refers to discovering these types of errors and then transforming them into complete and structured niche data. Also called data scrubbing, this process transforms your database into a consistent and reliable source of data to make realistic decisions.