{"city":{"slug":"chattogram-bd","name":"Chattogram","country":"BD","country_name":"Bangladesh"},"category":{"key":"gym","label":"Gym","phrase":"gyms","family":"sports_and_recreation"},"candidates":25,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:df83ddd9-c03c-4ca5-87a1-3be4c73da20f","name":"Fatikchhari Fitness Club","category":"gym","address":"2nd Floor, Hasan market","sources":["meta","overture"],"providers":2,"confidence":0.954,"website":true,"phone":true,"michelin":false,"score":2.545,"percentile":100},{"rank":2,"place_id":"gers:8717d5ea-c833-44aa-9a4d-3408cd8589d3","name":"Royal Mount Gym","category":"gym","address":"Alanker circle,Opposite of Alanker Shopping Complex","sources":["meta","overture"],"providers":2,"confidence":0.944,"website":true,"phone":true,"michelin":false,"score":2.447,"percentile":95.83},{"rank":3,"place_id":"gers:47aba4ca-8aa7-4638-9b14-ef59119d56bc","name":"Xpose Fitness","category":"gym","address":"60 Momin Rd","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.433,"percentile":91.67},{"rank":4,"place_id":"gers:ebe215ee-1ab4-4158-ae30-9c37522b4cb0","name":"Alvira's Fitness Center - Ladies Gym","category":"gym","address":"Forum Central (Lift-6), Golpahar Mor, Chittagong.","sources":["meta","overture"],"providers":2,"confidence":0.928,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":87.5},{"rank":5,"place_id":"gers:1fa4594d-37b6-49eb-84e2-b266b3592af2","name":"Muscle Gainer Gym","category":"gym","address":"Dewan Chamber, 315 Dhaka Trunk Rd","sources":["meta","overture"],"providers":2,"confidence":0.926,"website":true,"phone":true,"michelin":false,"score":2.288,"percentile":83.33},{"rank":6,"place_id":"gers:29b44b5d-9454-44b0-a2d4-73ccf06d61ca","name":"Fitn","category":"gym","address":"Bali Arcade, নবাব সিরাজুদ্দৌল্লা সড়ক","sources":["meta","overture"],"providers":2,"confidence":0.921,"website":true,"phone":true,"michelin":false,"score":2.241,"percentile":79.17},{"rank":7,"place_id":"gers:c5f49604-1c68-42e2-8fe3-756845d2cf23","name":"Oxyfit Gym","category":"gym","address":"Haque View Market, 42 CDA Ave","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":2.233,"percentile":75},{"rank":8,"place_id":"gers:548628c9-53f4-439b-a643-0b6ea9995107","name":"The Sun Gym and Billiard","category":"gym","address":"Fortune Tower, 112/113, তেলিপাট্টি সড়ক","sources":["meta","overture"],"providers":2,"confidence":0.961,"website":false,"phone":true,"michelin":false,"score":2.085,"percentile":70.83},{"rank":9,"place_id":"gers:b1b772f8-a9d7-432c-9019-870e02ce29ec","name":"Quads Fitness Gym","category":"gym","address":"3rd Floor, K Plaza","sources":["meta","overture"],"providers":2,"confidence":0.961,"website":false,"phone":true,"michelin":false,"score":2.083,"percentile":66.67},{"rank":10,"place_id":"gers:1debb6d1-c537-4f82-9956-e9d2a14697f7","name":"Fitness paradise multi Gym","category":"gym","address":"R 163","sources":["meta","overture"],"providers":2,"confidence":0.96,"website":false,"phone":true,"michelin":false,"score":2.075,"percentile":62.5}]}