{"city":{"slug":"perth-au","name":"Perth","country":"AU","country_name":"Australia"},"category":{"key":"fitness_studio","label":"Fitness Studio","phrase":"fitness studios","family":"sports_and_recreation"},"candidates":216,"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:38406a39-bbf0-4586-a9e2-83d0496784bb","name":"KX Pilates Subiaco","category":"fitness_studio","address":"shop 8/531 Hay St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":100,"photo":null,"transit":{"qid":"Q7631315","name":"Subiaco railway station","mode":"rail","distanceM":379}},{"rank":2,"place_id":"gers:65de8854-9675-42af-bb54-742ba4cb668a","name":"LA Fit Subiaco","category":"fitness_studio","address":"319 Hay St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":99.53,"photo":null,"transit":{"qid":"Q7631315","name":"Subiaco railway station","mode":"rail","distanceM":486}},{"rank":3,"place_id":"gers:5099f1a8-24fd-4622-8555-37b01ae19417","name":"The Pilates Klinik","category":"fitness_studio","address":"11/7 Delage St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":99.07,"photo":null,"transit":{"qid":"Q6276052","name":"Joondalup railway station","mode":"rail","distanceM":453}},{"rank":4,"place_id":"gers:b8f1fb4d-a5bd-4f06-b209-39fdcd7a5d7c","name":"KX Pilates Fremantle","category":"fitness_studio","address":"31-33 Queen Victoria St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.193,"percentile":98.6,"photo":null,"transit":{"qid":"Q5501510","name":"Fremantle Station","mode":"rail","distanceM":694}},{"rank":5,"place_id":"gers:a42dfc2f-3f0f-419b-92c0-134cfd2f29e8","name":"KX Pilates Booragoon","category":"fitness_studio","address":"82 Norma Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":98.14,"photo":null,"transit":null},{"rank":6,"place_id":"gers:ce64f3cf-b351-4b5c-b5d5-c50fe4aa40f4","name":"KX Pilates Mount Lawley","category":"fitness_studio","address":"800 Beaufort St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":97.67,"photo":null,"transit":null},{"rank":7,"place_id":"gers:9a956a36-ae5c-4a6e-97d8-3ea5b55d31c9","name":"Hybrid Pilates","category":"fitness_studio","address":"21/155 Canning Hwy","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":97.21,"photo":null,"transit":{"qid":"Q21971716","name":"East Street ferry terminal","mode":"ferry","distanceM":759}},{"rank":8,"place_id":"gers:7b38a75a-8956-4a1a-90f6-d91312f7d682","name":"KX Pilates Canning Bridge","category":"fitness_studio","address":"11 Ogilvie Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.19,"percentile":96.74,"photo":null,"transit":{"qid":"Q136477240","name":"Applecross ferry terminal","mode":"ferry","distanceM":489}},{"rank":9,"place_id":"gers:fff01c65-161c-4785-95d3-2d8be514fbb3","name":"YOGALAB Fremantle","category":"fitness_studio","address":"181A High St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.187,"percentile":96.28,"photo":null,"transit":{"qid":"Q5501510","name":"Fremantle Station","mode":"rail","distanceM":482}},{"rank":10,"place_id":"gers:87423413-1bb4-4fd6-84cf-eabd363980ad","name":"KX Pilates Cottesloe","category":"fitness_studio","address":"40 Napoleon St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.187,"percentile":95.81,"photo":null,"transit":{"qid":"Q5175605","name":"Cottesloe railway station","mode":"rail","distanceM":167}}]}