{"city":{"slug":"auckland-nz","name":"Auckland","country":"NZ","country_name":"New Zealand"},"category":{"key":"fitness_studio","label":"Fitness Studio","phrase":"fitness studios","family":"sports_and_recreation"},"candidates":94,"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:47f80b9f-3790-4711-b65c-acf2bd219db2","name":"Suna Pilates and Wellbeing","category":"fitness_studio","address":"1 Barrys Point Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.233,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:106c4ecf-2815-4fcc-85ec-901847e333ca","name":"Turning Tide Pilates Studio, Reformer & Equipment, Titirangi West Auckland","category":"fitness_studio","address":"19, The Grove, Titirangi","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.224,"percentile":98.92,"photo":null,"transit":null},{"rank":3,"place_id":"gers:217ab567-9781-4976-afbd-07a55ff7553b","name":"Sacred Earth Retreat Office","category":"fitness_studio","address":"132 Lone Kauri Rd","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.222,"percentile":97.85,"photo":null,"transit":null},{"rank":4,"place_id":"gers:b6fe8850-b93c-4959-9c6e-fe27a934c6a5","name":"Raw Yoga and Wellbeing","category":"fitness_studio","address":"161D Kitchener Rd","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.219,"percentile":96.77,"photo":null,"transit":null},{"rank":5,"place_id":"gers:b2e3b613-8c7e-45e0-963a-7ccbf1a075d8","name":"Movement Pilates Ellerslie","category":"fitness_studio","address":"123 Main Hwy","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.205,"percentile":95.7,"photo":null,"transit":{"qid":"Q5365192","name":"Ellerslie railway station","mode":"rail","distanceM":131}},{"rank":6,"place_id":"gers:dc3acb30-73cf-408e-9dbb-59c063636d16","name":"Studio Sixteen Pilates & Yoga","category":"fitness_studio","address":"Unit B6/9A Factory Rd","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.203,"percentile":94.62,"photo":null,"transit":null},{"rank":7,"place_id":"gers:660c631f-5464-4288-8a0b-a19165f8ede1","name":"Astanga Yoga Centre","category":"fitness_studio","address":"308 Great N Rd","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.199,"percentile":93.55,"photo":null,"transit":{"qid":"Q6413261","name":"Kingsland railway station","mode":"rail","distanceM":786}},{"rank":8,"place_id":"gers:1044c1f8-f64c-4f4b-985a-aed1d47a6f36","name":"Bali Garden Matakana","category":"fitness_studio","address":"292 Point Wells Road, Point Wells","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":92.47,"photo":null,"transit":null},{"rank":9,"place_id":"gers:beaa2c40-de29-4980-83b7-1e2bd45e110d","name":"The Loft Yoga Lounge","category":"fitness_studio","address":"103 Beach Rd","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.185,"percentile":91.4,"photo":null,"transit":{"qid":"Q107571723","name":"Auckland Railway Station","mode":"rail","distanceM":259}},{"rank":10,"place_id":"gers:abb5c630-e44d-4b3b-a299-ac304dc3f421","name":"HIYOGA","category":"fitness_studio","address":"Level 2/125 Queen St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.183,"percentile":90.32,"photo":null,"transit":{"qid":"Q920488","name":"Waitematā railway station","mode":"rail","distanceM":302}}]}