{"city":{"slug":"seoul-kr","name":"Seoul","country":"KR","country_name":"South Korea"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":334,"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:c8db9c9e-18c3-4008-ba01-6bd3d1464b39","name":"차홍룸 가로수길점","category":"personal_or_beauty_service","address":"압구정로12길 39","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.386,"percentile":100,"photo":null,"transit":{"qid":"Q100839","name":"Sinsa Station","mode":"metro","distanceM":640}},{"rank":2,"place_id":"gers:8ebfdf7a-ad47-4896-bb48-6e95e1345b2e","name":"포쉬네일 하이푸스 가로수길점","category":"personal_or_beauty_service","address":"541-9 3층","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.375,"percentile":99.7,"photo":null,"transit":{"qid":"Q100839","name":"Sinsa Station","mode":"metro","distanceM":442}},{"rank":3,"place_id":"gers:242a6860-6815-422e-9220-408f4d7f71ad","name":"ALUU","category":"personal_or_beauty_service","address":"12 Seolleung-ro 148-gil","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.373,"percentile":99.4,"photo":null,"transit":{"qid":"Q46072","name":"Gangnam-gu Office Station","mode":"metro","distanceM":562}},{"rank":4,"place_id":"gers:04f9fd75-2bd7-4f0c-9e3c-697efa954f58","name":"Avenue Juno","category":"personal_or_beauty_service","address":"728 Samseong-ro","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.358,"percentile":99.1,"photo":null,"transit":{"qid":"Q68897","name":"Cheongdam Station","mode":"metro","distanceM":276}},{"rank":5,"place_id":"gers:78136f62-3965-4d3a-871c-200193e19892","name":"양리헤어","category":"personal_or_beauty_service","address":"Donggyo-ro 23-gil, 14 1층","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.351,"percentile":98.8,"photo":null,"transit":{"qid":"Q54267","name":"Hongik University Station","mode":"metro","distanceM":243}},{"rank":6,"place_id":"gers:59e8b8f2-e33d-4af8-928d-e435c0a79281","name":"차홍룸 삼성점","category":"personal_or_beauty_service","address":"Yeongdong-daero, 701 W타워 2층","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.344,"percentile":98.5,"photo":null,"transit":{"qid":"Q68897","name":"Cheongdam Station","mode":"metro","distanceM":403}},{"rank":7,"place_id":"gers:a57b5f44-1440-42ad-b75b-9062065c6034","name":"Hair and Joy","category":"personal_or_beauty_service","address":"Donggyo-dong, 168-3 홍남빌딩 3층","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":98.2,"photo":null,"transit":{"qid":"Q1592695","name":"Segyori Station","mode":"rail","distanceM":77}},{"rank":8,"place_id":"gers:d6126330-206b-4704-964f-ce2d35b178b0","name":"The Outro Barbershop","category":"personal_or_beauty_service","address":"마포구 합정동 391-18","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.333,"percentile":97.9,"photo":null,"transit":{"qid":"Q498168","name":"Hapjeong Station","mode":"metro","distanceM":376}},{"rank":9,"place_id":"gers:f34321da-39f8-46d4-9cd3-ced47302f613","name":"차홍아르더 청담점","category":"personal_or_beauty_service","address":"청담동 93-14","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.332,"percentile":97.6,"photo":null,"transit":{"qid":"Q46073","name":"Apgujeong Rodeo Station","mode":"metro","distanceM":454}},{"rank":10,"place_id":"gers:8651afc8-c192-4ff0-832a-d206576752e2","name":"CHOP Hair","category":"personal_or_beauty_service","address":"51-1 Eoulmadang-ro","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":97.3,"photo":null,"transit":{"qid":"Q490885","name":"Sangsu Station","mode":"metro","distanceM":269}}]}