{"city":{"slug":"fortaleza-br","name":"Fortaleza","country":"BR","country_name":"Brazil"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":1232,"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:e81c6c6d-09c3-4643-aa36-2ad012abdee9","name":"Salão Beto Rodrigues","category":"personal_or_beauty_service","address":"R. Pereira Filgueiras, 1516a","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.494,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:6eb99c24-c93d-4037-97e7-1d83d1d07be8","name":"Barbearia Don Feghally","category":"personal_or_beauty_service","address":"Rua Frei Mansueto, 1101","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.494,"percentile":99.92,"photo":null,"transit":{"qid":"Q18416829","name":"Papicu","mode":"metro","distanceM":560}},{"rank":3,"place_id":"gers:5967bd55-a440-4fb5-bf78-203970b9fff7","name":"Barbearia Varjota","category":"personal_or_beauty_service","address":"R. Castro Monte, 165","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.493,"percentile":99.84,"photo":null,"transit":{"qid":"Q25419370","name":"Mucuripe","mode":"metro","distanceM":741}},{"rank":4,"place_id":"gers:5e2ffcea-f702-44c7-b80a-4615e9dcb262","name":"Seu José Barbearia","category":"personal_or_beauty_service","address":"Avenida Jovita Feitosa, 2170","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.483,"percentile":99.76,"photo":null,"transit":null},{"rank":5,"place_id":"gers:6c052bad-e2c1-40f3-82ae-30fd86eee220","name":"Barber Shop Old Cut","category":"personal_or_beauty_service","address":"Av. Barão de Studart, 2500 - Lj 01","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.483,"percentile":99.68,"photo":null,"transit":null},{"rank":6,"place_id":"gers:9d48d8a2-c7e8-41f3-8667-c5cc2e446006","name":"S3 Salone","category":"personal_or_beauty_service","address":"R. Barbosa de Freitas, 1487 - Lj 3","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.481,"percentile":99.59,"photo":null,"transit":{"qid":"Q18416768","name":"Leonardo Mota","mode":"metro","distanceM":290}},{"rank":7,"place_id":"gers:cedefe0e-078e-4586-b4b3-d547e0524954","name":"Barbearia 23 de Julho","category":"personal_or_beauty_service","address":"R. Rodrigues Júnior, 1190","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.478,"percentile":99.51,"photo":null,"transit":{"qid":"Q17854328","name":"Colégio Militar","mode":"metro","distanceM":757}},{"rank":8,"place_id":"gers:d7337223-8d61-4e36-ab49-8a6334701929","name":"Djiane Sucoshi Beauty Lounge","category":"personal_or_beauty_service","address":"R. Osvaldo Cruz, 2346","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.475,"percentile":99.43,"photo":null,"transit":{"qid":"Q28679995","name":"Pontes Vieira","mode":"metro","distanceM":705}},{"rank":9,"place_id":"gers:9395110e-5d43-4cb5-b197-168982487d8b","name":"Walker Cabeleireiros","category":"personal_or_beauty_service","address":"R. Vicente Leite, 759","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.474,"percentile":99.35,"photo":null,"transit":{"qid":"Q18416768","name":"Leonardo Mota","mode":"metro","distanceM":499}},{"rank":10,"place_id":"gers:416cc354-c1b6-43fa-a0f9-f83872ba9185","name":"Aline Camurça - Studio de Beleza","category":"personal_or_beauty_service","address":"R. Paula Rodrigues, 353","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.471,"percentile":99.27,"photo":null,"transit":{"qid":"Q28679741","name":"Borges de Melo","mode":"metro","distanceM":638}}]}