### 5.1 Performance Posture The dataset is a single table, Website_Analytics, with 62,496 rows. At this scale it is well within the range where standard storage handles analytical queries comfortably, and the 100% completeness score means queries won't need extra handling for missing values. No scaling concerns are visible in the evidence, and no tuning is needed today. ### 5.2 Key Optimizations | Priority | Table | Recommendation | |---|---|---| | None | Website_Analytics | No optimization recommended at current data scale | The evidence doesn't support speculative tuning, so the business impact of holding steady is avoided cost and complexity: reporting on website activity should stay fast without added investment. Because there are no validated joins and only one table, the sensible forward path is schema evolution. If Website_Analytics grows substantially or begins receiving continuous updates, revisit storage layout and query performance then, measured against actual usage patterns rather than assumptions.