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feat(site-finder): POI saturation per capita по районам ЕКБ (#42) #1329

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Light1YT
1b77f479e7 feat(site-finder): POI saturation per capita по районам ЕКБ (#42)
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Демография 8 районов ЕКБ (Росстат 01.01.2025) + обеспеченность
социнфраструктурой на 1000 чел. целевой когорты vs норматив СП 42.13330.

- migration 154: ekb_district_demographics (население/площадь/ОКАТО факт,
  возрастные когорты — региональная оценка, помечены) + backfill
  ekb_districts.population
- saturation.py: provision_ratio (школа/детсад/поликлиника), severity,
  score_multiplier (x1.2 дефицит / x0.5 профицит)
- analyze: infra.saturation блок (best-effort, SAVEPOINT-изолирован)
- tests: 18 (вкл. acceptance — дефицитный район -> school x1.2)

Refs #42
 2026-06-14 19:51:42 +05:00