feat(sql): thread opportunity_score from location_opportunity_profile into pSEO serving chain
- dim_cities: add geoname_id to geonames_pop CTE and final SELECT
Creates FK between dim_cities (city-with-padel-venues) and dim_locations (all GeoNames),
enabling joins to location_opportunity_profile for the first time.
- city_market_profile: pass geoname_id through base CTE and final SELECT
- pseo_city_costs_de: LEFT JOIN location_opportunity_profile on (country_code, geoname_id),
add opportunity_score to output columns
- pseo_country_overview: add avg_opportunity_score, top_opportunity_score, top_opportunity_slugs,
top_opportunity_names aggregates
Cities with no GeoNames name match get opportunity_score = NULL; templates guard with
{% if opportunity_score %}.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -75,7 +75,7 @@ uk_pop AS (
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),
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-- GeoNames global fallback (all cities ≥50K)
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geonames_pop AS (
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SELECT city_name, country_code, population, ref_year
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SELECT geoname_id, city_name, country_code, population, ref_year
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FROM staging.stg_population_geonames
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QUALIFY ROW_NUMBER() OVER (PARTITION BY geoname_id ORDER BY ref_year DESC) = 1
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)
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@@ -153,7 +153,10 @@ SELECT
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)::INTEGER AS population_year,
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vc.padel_venue_count,
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ci.median_income_pps,
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ci.income_year
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ci.income_year,
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-- GeoNames ID: FK to dim_locations / location_opportunity_profile.
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-- NULL when city name doesn't match any GeoNames entry.
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gn.geoname_id
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FROM venue_cities vc
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LEFT JOIN country_income ci ON vc.country_code = ci.country_code
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-- Eurostat EU population (via city code→name lookup)
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