akvo / iwsims / #30

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[#20] Add documentation for materialized views optimization

- Add README with overview, task execution order, and architecture
- Add materialized-views-reference.md with schema, example data, and queries
- Add task-1: Migration file for 4 new materialized views
- Add task-2: Django models for the MVs
- Add task-3: Update refresh function
- Add task-4: Query optimization using MVs

Documentation for team to implement visualization API performance improvements.

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Co-Authored-By: Claude <noreply@anthropic.com>

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