{"dataset":"launchloop-service-city-scores","description":"Chunked CSV download for every service × city pair. Each part repeats the header row; concatenate parts (dropping repeated headers) to rebuild the full file.","modelVersion":"1.0","reviewedOn":"2026-07-31","license":"https://creativecommons.org/licenses/by/4.0/","attribution":"LaunchLoop (https://launchloopio.com) — scoring model v1.0, reviewed 2026-07-31. Free to reuse with attribution.","methodology":"https://launchloopio.com/methodology","scales":"All *Score / *Index fields are 0–100. Competition: higher = more crowded. All others: higher = better.","disclaimer":"Estimates for a single-operator business. Not financial advice and not a guarantee of income.","full":{"path":"/data/launchloop-service-city-scores.csv","rows":39690},"rowsPerChunk":5000,"chunkCount":8,"columns":["service_slug","service","city_slug","city","state_code","city_rank_for_service","opportunity_score","label","demand_score","competition_score","cost_multiplier","startup_low_usd","startup_high_usd","monthly_low_usd","monthly_high_usd","guide_url"],"chunks":[{"part":1,"path":"/data/chunks/launchloop-service-city-scores-part-1.csv","rows":5000},{"part":2,"path":"/data/chunks/launchloop-service-city-scores-part-2.csv","rows":5000},{"part":3,"path":"/data/chunks/launchloop-service-city-scores-part-3.csv","rows":5000},{"part":4,"path":"/data/chunks/launchloop-service-city-scores-part-4.csv","rows":5000},{"part":5,"path":"/data/chunks/launchloop-service-city-scores-part-5.csv","rows":5000},{"part":6,"path":"/data/chunks/launchloop-service-city-scores-part-6.csv","rows":5000},{"part":7,"path":"/data/chunks/launchloop-service-city-scores-part-7.csv","rows":5000},{"part":8,"path":"/data/chunks/launchloop-service-city-scores-part-8.csv","rows":4690}]}