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Build data mart and aggregation jobs #703

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@glenflorendo

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Description

Create pre-aggregated datasets for performance optimization and simplified querying.

Acceptance Criteria

  • Daily aggregation job
  • Summary tables for querying and reporting
  • Documented definitions for all metrics

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