{"city":{"slug":"milan-it","name":"Milan","country":"IT","country_name":"Italy"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":2890,"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":"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:2be5d686-c984-4eac-8942-2cd7cd294991","name":"Istituto San Celso","category":"personal_or_beauty_service","address":"VIA GIUSEPPE MERCALLI 7","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":100,"photo":null,"transit":{"qid":"Q23038727","name":"Santa Sofia","mode":"metro","distanceM":102}},{"rank":2,"place_id":"gers:d8ae4428-b637-4308-b5f4-115cca974288","name":"Signor San","category":"personal_or_beauty_service","address":"VIA GAETANO DONIZETTI 2","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.97,"photo":null,"transit":{"qid":"Q1116980","name":"Milano Porta Tosa railway station","mode":"rail","distanceM":220}},{"rank":3,"place_id":"gers:47326d22-b812-4103-b7bd-c753f46a68f9","name":"Girasole Solarium Estetica","category":"personal_or_beauty_service","address":"VIA GIUSEPPE RIPAMONTI 214","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.93,"photo":null,"transit":null},{"rank":4,"place_id":"gers:2d90eb1d-dba8-4c42-afb7-39ffded673e8","name":"Riccioli E Stile","category":"personal_or_beauty_service","address":"VIA VOLTURNO 41","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.9,"photo":null,"transit":{"qid":"Q3802661","name":"Isola metro station","mode":"metro","distanceM":96}},{"rank":5,"place_id":"gers:86d9706b-e1b5-4832-a732-b84f491f47cc","name":"Desire Nails Academy","category":"personal_or_beauty_service","address":"VIA PRINCIPE EUGENIO 6","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.86,"photo":null,"transit":{"qid":"Q801178","name":"Milano Nord Bullona railway station","mode":"rail","distanceM":312}},{"rank":6,"place_id":"gers:bd14dc25-4ac8-4963-aee9-10ce61183bd4","name":"Ligera Ink.","category":"personal_or_beauty_service","address":"VIA JACOPO PALMA 5","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.83,"photo":null,"transit":{"qid":"Q3094926","name":"Gambara metro station","mode":"metro","distanceM":184}},{"rank":7,"place_id":"gers:2fd302af-e8b5-4a4d-9493-d6dfb32bbdad","name":"Matis Parrucchieri","category":"personal_or_beauty_service","address":"VIA DANTE ALIGHIERI 53","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.79,"photo":null,"transit":{"qid":"Q1085053","name":"Sesto Rondò","mode":"metro","distanceM":536}},{"rank":8,"place_id":"gers:39e6f1b0-efb1-4184-9c21-916700fe512b","name":"Miradea Salon","category":"personal_or_beauty_service","address":"VIA EDMONDO DE AMICIS 31","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.76,"photo":null,"transit":{"qid":"Q22806960","name":"De Amicis","mode":"metro","distanceM":52}},{"rank":9,"place_id":"gers:d16330f9-07de-4736-b811-1afe4fdb886b","name":"Il Giardino Armonia E Benessere","category":"personal_or_beauty_service","address":"VIA ARTURO COLAUTTI 1","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.72,"photo":null,"transit":{"qid":"Q3845747","name":"Marche","mode":"metro","distanceM":313}},{"rank":10,"place_id":"gers:7ec60aa5-e1c3-41f8-8584-23c285084de5","name":"Ruvin Barber","category":"personal_or_beauty_service","address":"VIA DANTE ALIGHIERI 49","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":99.69,"photo":null,"transit":{"qid":"Q1085053","name":"Sesto Rondò","mode":"metro","distanceM":536}}]}