{"city":{"slug":"dubai-ae","name":"Dubai","country":"AE","country_name":"United Arab Emirates"},"category":{"key":"fitness_studio","label":"Fitness Studio","phrase":"fitness studios","family":"sports_and_recreation"},"candidates":18,"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":"microsoft","name":"Microsoft","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:14bbd9f8-090a-4a61-8b6b-2916c215aa3b","name":"Real Pilates Jumeirah","category":"fitness_studio","address":"Town Centre Jumeirah, Ground Floor - Jumeira St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.211,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:533f525c-7fb0-4754-a38b-728f078cff7a","name":"F45 Training Downtown Dubai","category":"fitness_studio","address":"29 Sheikh Mohammed bin Rashid Blvd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.198,"percentile":94.12,"photo":null,"transit":null},{"rank":3,"place_id":"gers:254dca0a-0811-47d2-884c-1f07e57d3d7c","name":"Real Pilates Meydan","category":"fitness_studio","address":"Meydan Heights Retail Centre Shop 13","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.156,"percentile":88.24,"photo":null,"transit":null},{"rank":4,"place_id":"gers:e1666b22-e829-4e8b-b837-2dd37a7a2b5a","name":"Hatha Vidya Yoga Centre","category":"fitness_studio","address":"Post Box No 119094 - C Building 1st Floor 103 - near Burjuman Metro exit 1","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.123,"percentile":82.35,"photo":null,"transit":{"qid":"Q4998050","name":"BurJuman","mode":"metro","distanceM":94}},{"rank":5,"place_id":"gers:0d23f481-8651-435e-8deb-15d0d59bd97a","name":"Contrology Pilates Fitness","category":"fitness_studio","address":"1003 and 203, Aspect Tower","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.074,"percentile":76.47,"photo":null,"transit":{"qid":"Q5001679","name":"Business Bay","mode":"metro","distanceM":582}},{"rank":6,"place_id":"gers:fb1017ca-e32c-43c0-b5db-0d56458fa76d","name":"Maya Blu Yoga Studio","category":"fitness_studio","address":"Sobha Ivory 2 Business Bay, Studio No 607","sources":["microsoft","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.048,"percentile":70.59,"photo":null,"transit":null},{"rank":7,"place_id":"gers:9f10b7a2-4123-4608-b7b6-53db19b3c105","name":"F45 Training Arjan","category":"fitness_studio","address":"Al Sayyah Residence, Building E","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.034,"percentile":64.71,"photo":null,"transit":null},{"rank":8,"place_id":"gers:c0c867a2-44f9-4a48-9112-50622ec4f347","name":"Reform Athletica Jumeirah","category":"fitness_studio","address":"Villa 40 - 165a Jumeira St - next to Mercato Mall","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.009,"percentile":58.82,"photo":null,"transit":null},{"rank":9,"place_id":"gers:a3b3f06d-b83e-4406-995b-8ee14f6a7bbd","name":"Rumana Rab Holistic Yoga","category":"fitness_studio","address":"Suite 103, Office Court Building، Next to Oud Metha Metro Station","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.003,"percentile":52.94,"photo":null,"transit":{"qid":"Q30006729","name":"Oud Metha (Dubai Metro)","mode":"metro","distanceM":152}},{"rank":10,"place_id":"gers:f04c0e73-d807-4048-88d9-6c7fbdd5de0d","name":"Gems Of Yoga","category":"fitness_studio","address":"E11","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.967,"percentile":47.06,"photo":null,"transit":{"qid":"Q107132454","name":"World Trade Centre","mode":"metro","distanceM":354}}]}