Stop Hard-Coding Your Metrics: A Guide to Slowly Changing Dimensions (SCDs)
Picture this scenario: You are presenting the annual revenue report to your executive board. Everything looks phenomenal. Your data models are clean, your dashboards are sleek, and your calculations match the financial ledgers perfectly. Then, the VP of Sales narrows their eyes at a specific line item. "Why are our 2024 historical sales for the Western Region showing up under the Northern...
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