{"city":{"slug":"rome-it","name":"Rome","country":"IT","country_name":"Italy"},"category":{"key":"fitness_studio","label":"Fitness Studio","phrase":"fitness studios","family":"sports_and_recreation"},"candidates":132,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"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:1fa1a902-e8a2-45c2-adf4-4b9e0df90869","name":"Studio Pilates 82","category":"fitness_studio","address":"VIA GUIDO DE RUGGIERO 28","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.196,"percentile":100,"photo":null,"transit":{"qid":"Q382813","name":"Marconi","mode":"metro","distanceM":748}},{"rank":2,"place_id":"gers:4a09cc58-f432-4fdf-8570-8da072c27417","name":"Bikram Yoga True Love","category":"fitness_studio","address":"VIA EMILIO PRAGA 49","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":99.24,"photo":null,"transit":null},{"rank":3,"place_id":"gers:a1ecc65e-1ca9-4249-93bc-ab4ec4178105","name":"Fierce Grace Hot Yoga Roma","category":"fitness_studio","address":"PIAZZALE GIULIO DOUHET 29","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":98.47,"photo":null,"transit":{"qid":"Q1218540","name":"Laurentina","mode":"metro","distanceM":227}},{"rank":4,"place_id":"gers:d50dfce1-7ec3-47a6-afc8-42056c998221","name":"Biophysios Pilates","category":"fitness_studio","address":"Via Franco Sacchetti, 78","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":97.71,"photo":null,"transit":null},{"rank":5,"place_id":"gers:40b0ef04-8233-4a81-84c6-b206ef42fc41","name":"Gruppo Roma12","category":"fitness_studio","address":"Via di Decima, 42","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":96.95,"photo":null,"transit":{"qid":"Q3971132","name":"Tor di Valle train station","mode":"rail","distanceM":565}},{"rank":6,"place_id":"gers:e236de45-5865-4e4a-ae3a-54ea710507f8","name":"YogaLab San Lorenzo","category":"fitness_studio","address":"Via dei Rutoli, 9","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":96.18,"photo":null,"transit":{"qid":"Q22696151","name":"Porta Maggiore STEFER stop","mode":"rail","distanceM":498}},{"rank":7,"place_id":"gers:ae078c6b-872e-4ad6-bca4-14ffba4df8f8","name":"Pilates Roma Eur","category":"fitness_studio","address":"Viale dei Campioni, 20","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":95.42,"photo":null,"transit":{"qid":"Q2261408","name":"EUR Palasport","mode":"metro","distanceM":790}},{"rank":8,"place_id":"gers:cb20f63b-56c6-4cc5-8c3f-301a532df522","name":"Laboratorio Postura E Benessere","category":"fitness_studio","address":"VIA CORNELIO MAGNI 39","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":94.66,"photo":null,"transit":null},{"rank":9,"place_id":"gers:3bef0988-12b4-437d-8b5d-c70a57f672bc","name":"Omya Studio","category":"fitness_studio","address":"VIALE CESARE PAVESE 277","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.193,"percentile":93.89,"photo":null,"transit":null},{"rank":10,"place_id":"gers:11342637-aa0e-4c10-a608-7739b6e22a33","name":"In Equilibrio Studio Pilates","category":"fitness_studio","address":"VIALE REGINA MARGHERITA 217","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.193,"percentile":93.13,"photo":null,"transit":{"qid":"Q948565","name":"Policlinico","mode":"metro","distanceM":660}}]}