How do you handle slowly changing dimensions in a data warehouse? Describe the most common SCD types and their trade-offs.

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Slowly changing dimensions handle the reality that dimension attributes evolve over time. A customer moves to a new city, a product changes categories, or an employee switches departments. How we track these changes affects our ability to analyze historical data accurately.