{"city":{"slug":"bucharest-ro","name":"Bucharest","country":"RO","country_name":"Romania"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":844,"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:1445e52e-15cc-4ac3-b7fd-1d2e2b18a055","name":"Funky Tattoo","category":"personal_or_beauty_service","address":"Bulevardul General Gheorghe Magheru 35, 1","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.473,"percentile":100,"photo":null,"transit":{"qid":"Q3116212","name":"Piața Romană","mode":"metro","distanceM":63}},{"rank":2,"place_id":"gers:c7043c2e-1124-4ec3-aa82-95ead89996d3","name":"Lucia Beauty Salon & Barber Shop","category":"personal_or_beauty_service","address":"Bulevardul Iuliu Maniu 69","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":99.88,"photo":null,"transit":{"qid":"Q2287151","name":"Gorjului","mode":"metro","distanceM":332}},{"rank":3,"place_id":"gers:4a19c571-0d08-43a5-aee0-8fccb8863bed","name":"Illusion Beauty Center","category":"personal_or_beauty_service","address":"Str. Barbu Văcărescu 13","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.455,"percentile":99.76,"photo":null,"transit":{"qid":"Q2355396","name":"Ștefan cel Mare","mode":"metro","distanceM":144}},{"rank":4,"place_id":"gers:c318b719-ad9c-4b4a-962c-a6439bd81e6b","name":"Urban Hairdressers","category":"personal_or_beauty_service","address":"Strada Bărăției 33","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.451,"percentile":99.64,"photo":null,"transit":{"qid":"Q2274002","name":"Piața Unirii","mode":"metro","distanceM":306}},{"rank":5,"place_id":"gers:b4cbe86a-3cb8-4ce6-b0e1-1d71582be917","name":"Bakkin Hair Studio","category":"personal_or_beauty_service","address":"Virtutii Residence, Strada Veteranilor 20","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.45,"percentile":99.53,"photo":null,"transit":{"qid":"Q1921423","name":"Lujerului","mode":"metro","distanceM":607}},{"rank":6,"place_id":"gers:ef41df3c-8b43-4d27-9ead-ee23a8ea0584","name":"Colors Experience","category":"personal_or_beauty_service","address":"Strada Grigore Gafencu 49","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.449,"percentile":99.41,"photo":null,"transit":null},{"rank":7,"place_id":"gers:5da7c2a5-dd96-4435-a4c8-e178c854516c","name":"Dare Beauty Center","category":"personal_or_beauty_service","address":"Bulevardul Libertății 12, Bloc 113 Parter","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.449,"percentile":99.29,"photo":null,"transit":null},{"rank":8,"place_id":"gers:b7cdeeaa-f7c2-400d-9579-4de56363faa9","name":"Attitude Hair Salon & Academy","category":"personal_or_beauty_service","address":"Strada Învingătorilor 23","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.445,"percentile":99.17,"photo":null,"transit":{"qid":"Q1961102","name":"Piața Muncii","mode":"metro","distanceM":659}},{"rank":9,"place_id":"gers:70fec541-ad2e-41c5-b123-b7b20cb39a91","name":"Cristian & Michelle Still","category":"personal_or_beauty_service","address":"Bulevardul Iuliu Maniu 65","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.445,"percentile":99.05,"photo":null,"transit":{"qid":"Q2287151","name":"Gorjului","mode":"metro","distanceM":114}},{"rank":10,"place_id":"gers:4dcf60f2-b4ed-489f-99fc-a0dc74a8c52f","name":"Salon Bella Chic Studio","category":"personal_or_beauty_service","address":"Strada Liniei Bloc 5B","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.444,"percentile":98.93,"photo":null,"transit":{"qid":"Q1921423","name":"Lujerului","mode":"metro","distanceM":448}}]}