Data hygiene refers to the group of processes that are used to maintain data cleanliness. If data are clean, it’s not likely to be contaminated by errors. Duplicate records, outdated or incomplete data, improper parsing of disparate record fields, and other factors can all lead to dirty data. Data entry, storage, and management can all be prone to errors