{"city":{"slug":"madrid-es","name":"Madrid","country":"ES","country_name":"Spain"},"category":{"key":"dance_club","label":"Dance Club","phrase":"dance clubs","family":"arts_and_entertainment"},"candidates":182,"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:90baf60d-de94-4085-876c-8debe9cc28e1","name":"Panda Club Madrid","category":"dance_club","address":"Calle de Hernani, 75","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.292,"percentile":100,"photo":null,"transit":{"qid":"Q112041228","name":"Nuevos Ministerios","mode":"rail","distanceM":409}},{"rank":2,"place_id":"gers:5ca8bf9c-fee5-425c-a97d-4c8adce91cc4","name":"Discoteca Club Graf Madrid","category":"dance_club","address":"Calle de María de Molina, 50","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.292,"percentile":99.45,"photo":null,"transit":{"qid":"Q30139114","name":"Intercambiador de Avenida de América","mode":"rail","distanceM":371}},{"rank":3,"place_id":"gers:7dbe8c0e-740f-4d0e-a36b-0fc0e4bd892d","name":"B12 The Bar Lab","category":"dance_club","address":"C. de Joaquín Costa, 27","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.291,"percentile":98.9,"photo":null,"transit":{"qid":"Q2479342","name":"República Argentina","mode":"metro","distanceM":191}},{"rank":4,"place_id":"gers:f1565241-7eac-4dc6-b8c2-57d1d08a0d1e","name":"Goya Social Club","category":"dance_club","address":"Calle de Goya, 43","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.288,"percentile":98.34,"photo":null,"transit":{"qid":"Q2481170","name":"Velázquez","mode":"metro","distanceM":37}},{"rank":5,"place_id":"gers:f4f0a828-0d4a-4438-af64-9dec74a93dca","name":"Nazca Events Club","category":"dance_club","address":"Calle de Orense, 24","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.282,"percentile":97.79,"photo":null,"transit":{"qid":"Q2704346","name":"Santiago Bernabéu","mode":"metro","distanceM":322}},{"rank":6,"place_id":"gers:9749cd05-230e-49e8-beb2-838743b4e21e","name":"Escape Chueca","category":"dance_club","address":"C. de Gravina, 13","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.281,"percentile":97.24,"photo":null,"transit":{"qid":"Q3676061","name":"Chueca","mode":"metro","distanceM":28}},{"rank":7,"place_id":"gers:78bb25a0-1282-4eb1-98b3-ec141ba466b6","name":"La Carmela Madrid ","category":"dance_club","address":"Calle de la Victoria, 4","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.279,"percentile":96.69,"photo":null,"transit":{"qid":"Q112041205","name":"Sol railway station","mode":"rail","distanceM":147}},{"rank":8,"place_id":"gers:153b4f3f-0ac8-457a-b2ab-6c5cef7a906b","name":"Copérnico The Club","category":"dance_club","address":"C. de Fernández de los Ríos, 67","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.278,"percentile":96.13,"photo":null,"transit":{"qid":"Q966680","name":"Islas Filipinas","mode":"metro","distanceM":416}},{"rank":9,"place_id":"gers:f22db279-d584-42eb-a90e-4b60347b1b07","name":"Malavita Night Bar","category":"dance_club","address":"C. del Cardenal Cisneros, 35","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.277,"percentile":95.58,"photo":null,"transit":{"qid":"Q2479784","name":"Bilbao","mode":"metro","distanceM":274}},{"rank":10,"place_id":"gers:7a61318b-acda-4676-b7de-f279ea50275a","name":"Gruta77","category":"dance_club","address":"Calle del Cuclillo, 6","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.273,"percentile":95.03,"photo":null,"transit":{"qid":"Q2057416","name":"Oporto","mode":"metro","distanceM":267}}]}