{"city":{"slug":"seoul-kr","name":"Seoul","country":"KR","country_name":"South Korea"},"category":{"key":"dance_club","label":"Dance Club","phrase":"dance clubs","family":"arts_and_entertainment"},"candidates":19,"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:a9a2d2db-00b7-43c8-ac34-f6719c31cf77","name":"Cakeshop Seoul","category":"dance_club","address":"Itaewon-ro, 134 지하 1층","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.288,"percentile":100,"photo":null,"transit":{"qid":"Q490005","name":"Noksapyeong Station","mode":"metro","distanceM":212}},{"rank":2,"place_id":"gers:d292d3ca-42e5-496e-84e2-1d5e539861b4","name":"클럽 마스","category":"dance_club","address":"Wausan-ro, 76-1 지하1층&지하2층","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.245,"percentile":94.44,"photo":null,"transit":{"qid":"Q490885","name":"Sangsu Station","mode":"metro","distanceM":108}},{"rank":3,"place_id":"gers:3be92b89-5e88-44de-8f52-0dfae0469f83","name":"Macaroni Funky Club","category":"dance_club","address":"32 Yanghwa-ro 6-gil, Hapdžong-dong","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.177,"percentile":88.89,"photo":null,"transit":{"qid":"Q498168","name":"Hapjeong Station","mode":"metro","distanceM":211}},{"rank":4,"place_id":"gers:8bff7a02-8cfb-41c3-8124-63c32f6c4cce","name":"칼트칼터칼트","category":"dance_club","address":"Noksapyeong-daero 40ga-gil, 3-3 B1층","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":83.33,"photo":null,"transit":{"qid":"Q490005","name":"Noksapyeong Station","mode":"metro","distanceM":110}},{"rank":5,"place_id":"gers:a25637c9-f142-458a-9d74-e867e3696392","name":"클럽사운드","category":"dance_club","address":"114 지하 Dosan-daero","sources":["meta","overture"],"providers":2,"confidence":0.96,"website":true,"phone":true,"michelin":false,"score":2.135,"percentile":77.78,"photo":null,"transit":{"qid":"Q100839","name":"Sinsa Station","mode":"metro","distanceM":121}},{"rank":6,"place_id":"gers:c05a4dae-088e-4dea-89af-1138370ac412","name":"The Henz Club","category":"dance_club","address":"마포구 상수동 86-22 B1","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.075,"percentile":72.22,"photo":null,"transit":{"qid":"Q1592470","name":"Bangsongsopap","mode":"rail","distanceM":257}},{"rank":7,"place_id":"gers:2fab1269-39c8-4e49-a8b1-b82e9f957af2","name":"MODECi","category":"dance_club","address":"5 KR 서울특별시 마포구 상수동 86-22 floor 서울특별시 상수동 상수동 86-22번지 마포구","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.072,"percentile":66.67,"photo":null,"transit":{"qid":"Q1592470","name":"Bangsongsopap","mode":"rail","distanceM":261}},{"rank":8,"place_id":"gers:3f65268a-4670-438c-9d62-5e32d37337bc","name":"Club Steel Face","category":"dance_club","address":"363-9 Seogyo-dong","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.062,"percentile":61.11,"photo":null,"transit":{"qid":"Q1592470","name":"Bangsongsopap","mode":"rail","distanceM":153}},{"rank":9,"place_id":"gers:9bbd8739-ef43-4dca-9cea-4409c5d89478","name":"club vurt","category":"dance_club","address":"Dongmak-ro, Hapdžong-dong","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":false,"michelin":false,"score":1.846,"percentile":55.56,"photo":null,"transit":{"qid":"Q498168","name":"Hapjeong Station","mode":"metro","distanceM":116}},{"rank":10,"place_id":"gers:d3aa67ae-32f3-4108-ab66-2f64081360e9","name":"홍대 클럽 마마 Hongdae Club Mama","category":"dance_club","address":"마포구 서교동 363-15","sources":["meta","overture"],"providers":2,"confidence":0.911,"website":true,"phone":true,"michelin":false,"score":1.778,"percentile":50,"photo":null,"transit":{"qid":"Q1592470","name":"Bangsongsopap","mode":"rail","distanceM":139}}]}