Data Collection: Gather relevant data from various sources. This can include structured data from databases, spreadsheets, or unstructured data like text.
Data Verification: Verify that the data is correct and free from errors. This can involve cross-referencing data with authoritative sources, conducting manual checks, or using validation rules to flag inconsistencies.