{"city":{"slug":"zapopan-mx","name":"Zapopan","country":"MX","country_name":"Mexico"},"category":{"key":"fitness_studio","label":"Fitness Studio","phrase":"fitness studios","family":"sports_and_recreation"},"candidates":23,"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:4bf2213b-3320-449d-abe9-4bf1125c38c2","name":"Punto Yoga","category":"fitness_studio","address":"Brasilia 2876","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.509,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:42e1180e-775f-4cea-9e2d-dbc5b374b467","name":"SmartBody Physical Fitness and Pilates Studio","category":"fitness_studio","address":"Avenida Camino Real a Colima 546, Plaza Sorrento, santa anita","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.425,"percentile":95.45,"photo":null,"transit":null},{"rank":3,"place_id":"gers:9e2f4d61-c6dc-451d-9770-1f8cfbc07ca6","name":"Apurva Yoga Center","category":"fitness_studio","address":"Calz. Independencia Norte 1773","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.344,"percentile":90.91,"photo":null,"transit":null},{"rank":4,"place_id":"gers:aa37d49f-9e7a-4293-ac9d-fef8853c7935","name":"Barre 33 Studio Fitness","category":"fitness_studio","address":"Av Novelistas 5561 Edificio CENTRO Y PLAZA COMERCIAL","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.34,"percentile":86.36,"photo":null,"transit":null},{"rank":5,"place_id":"gers:0623a372-76e3-408f-bef7-870ea254ab1b","name":"Shalom Yoga","category":"fitness_studio","address":"Cefeo 5573","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.291,"percentile":81.82,"photo":null,"transit":null},{"rank":6,"place_id":"gers:c35c8d26-be80-41e8-a164-8ab9fa9c8ac2","name":"Tlalli Centro Holístico","category":"fitness_studio","address":"45020, San Juan de Letrán 4371","sources":["meta","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.272,"percentile":77.27,"photo":null,"transit":null},{"rank":7,"place_id":"gers:438cdf68-981d-4bef-840c-b56eee786429","name":"Consejo Internacional de Yoga","category":"fitness_studio","address":"Tel Oficina: (01-33) 31-69-75-85, cel 55 32 03 87 05, Calz Federalistas 1976","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":2.25,"percentile":72.73,"photo":null,"transit":null},{"rank":8,"place_id":"gers:1aed12c0-8a1e-4c06-b4f3-511a29d3d06a","name":"Wolf CrossTraining","category":"fitness_studio","address":"Pedro Loza 105","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":2.07,"percentile":68.18,"photo":null,"transit":null},{"rank":9,"place_id":"gers:d2cf76d6-4817-4172-bcdb-e25dc4824abf","name":"Dhakatha Yoga","category":"fitness_studio","address":"Plaza Los Candados, Av. Niño Obrero 476-Loc 20, piso 1","sources":["meta","overture"],"providers":2,"confidence":0.93,"website":true,"phone":true,"michelin":false,"score":2.065,"percentile":63.64,"photo":null,"transit":null},{"rank":10,"place_id":"gers:0192e8c5-f3bd-4d6b-bf48-70cd36a86e3e","name":"Samsa Estudio","category":"fitness_studio","address":"Av. Acueducto 4283","sources":["meta","overture"],"providers":2,"confidence":0.923,"website":true,"phone":true,"michelin":false,"score":2.012,"percentile":59.09,"photo":null,"transit":null}]}