{"city":{"slug":"mandalay-mm","name":"Mandalay","country":"MM","country_name":"Myanmar"},"category":{"key":"gym","label":"Gym","phrase":"gyms","family":"sports_and_recreation"},"candidates":16,"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.","transit":{"source":"Wikidata","licence":"CC0-1.0","attribution":"Station locations from Wikidata (CC0-1.0).","gate_m":800,"note":"Nearest station, not service: no frequency, timetable or departures."},"generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:26a2845b-9e18-4863-9f14-ead296594dea","name":"IronFit Fitness Center & Swimming Pool","category":"gym","address":"65A st. Between 101 st.(Theik Pan st.) & 103 st.(Thazin st.) ","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.618,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:9c08776e-6050-4d04-a854-11332a0aec11","name":"Ultra Fitness Gym Main Page Mdy","category":"gym","address":"62a, 110 x 111","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.484,"percentile":93.33,"photo":null,"transit":null},{"rank":3,"place_id":"gers:e7513cdb-2f8e-455f-8379-19ddf112e835","name":"Fnf Gym","category":"gym","address":"65street x Manawhari street","sources":["meta","overture"],"providers":2,"confidence":0.932,"website":true,"phone":true,"michelin":false,"score":2.281,"percentile":86.67,"photo":null,"transit":null},{"rank":4,"place_id":"gers:6e2966f6-e239-450b-96cd-2b5f0ea3916a","name":"Leo Fitness Studio Mandalay","category":"gym","address":"Corner of 82nd & 41A ","sources":["meta","overture"],"providers":2,"confidence":0.922,"website":true,"phone":true,"michelin":false,"score":2.201,"percentile":80,"photo":null,"transit":null},{"rank":5,"place_id":"gers:fb10e239-d4bb-4e31-97ab-2ba605cf8b2b","name":"66 Gym & Fitness Center","category":"gym","address":"66th St, Between 37th and 38th St,","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":false,"phone":true,"michelin":false,"score":2.124,"percentile":73.33,"photo":null,"transit":null},{"rank":6,"place_id":"gers:0523418b-ba7a-4c6c-9d59-89772ca7b608","name":"Life Style Gym & Fitness Center","category":"gym","address":"73 street, Between 116 & 117, Pyigyitakhon Township, Mandalay","sources":["meta","overture"],"providers":2,"confidence":0.902,"website":true,"phone":true,"michelin":false,"score":2.042,"percentile":66.67,"photo":null,"transit":null},{"rank":7,"place_id":"gers:7c3075ab-6f79-4c0d-a0d4-4a288dbb0818","name":"Xtra","category":"gym","address":"74th St","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":false,"phone":true,"michelin":false,"score":2.017,"percentile":60,"photo":null,"transit":null},{"rank":8,"place_id":"gers:5a636eed-73f6-49c2-891e-b4a9284f5ff4","name":"Physio Gym","category":"gym","address":"109th St (Khaing Shwe War), bet: 53rd and 54th Sts, Chan Mya Thazi Township, Mandalay.","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":false,"phone":true,"michelin":false,"score":1.911,"percentile":53.33,"photo":null,"transit":null},{"rank":9,"place_id":"gers:584b4194-4409-412f-9148-41a582559b04","name":"Optimum Fitness & Yoga","category":"gym","address":"67x117x118, Pyigyitagon","sources":["meta","overture"],"providers":2,"confidence":0.917,"website":false,"phone":true,"michelin":false,"score":1.71,"percentile":46.67,"photo":null,"transit":null},{"rank":10,"place_id":"gers:e1da18c6-9855-41d2-b936-901d717f547d","name":"Smart King Gym","category":"gym","address":"110လမ်း , 56A လမ်းထောင့်","sources":["meta","overture"],"providers":2,"confidence":0.911,"website":false,"phone":true,"michelin":false,"score":1.665,"percentile":40,"photo":null,"transit":null}]}