Data quality refers to how accurate, complete, consistent, timely, and reliable the data is. In simple terms: Is the data correct and usable for analysis? ✅ Data Integrity Data integrity ensures that data remains correct, unchanged, and trustworthy throughout its lifecycle — from creation to storage to retrieval. In simple terms: Is the data protected from unauthorized changes or corruption?