What is the purpose of data profiling in data validation during ETL?
- To encrypt sensitive information
- To identify patterns and anomalies in the data
- To optimize database performance
- To schedule data backups
Data profiling helps in understanding the structure, content, and quality of the data. It identifies patterns, inconsistencies, and anomalies, which are crucial for ensuring data accuracy and reliability during the ETL process.
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