{"city":{"slug":"guayaquil-ec","name":"Guayaquil","country":"EC","country_name":"Ecuador"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":53,"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:478757af-f894-46fa-94e4-3e4c663d7307","name":"Ron BarberShop","category":"personal_or_beauty_service","address":"Centro Comercial Puerto Plaza, local 19, S/N","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.627,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:0d69829d-a1db-434a-b3c4-2145e7b060cc","name":"Maru Pazmiño Salon de Belleza Peluqueria","category":"personal_or_beauty_service","address":"Avenida.Leon Febres Cordero","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.538,"percentile":98.08,"photo":null,"transit":null},{"rank":3,"place_id":"gers:4a5d2acb-e47d-4ceb-ab49-8f8540a4579f","name":"Peluquería Julio´s","category":"personal_or_beauty_service","address":"3er Callejon 11B NO","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":2.28,"percentile":96.15,"photo":null,"transit":null},{"rank":4,"place_id":"gers:b74dc7c8-db91-4441-b784-b5f0c6116a50","name":"Cosmopolitan Saloon","category":"personal_or_beauty_service","address":"","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":2.279,"percentile":94.23,"photo":null,"transit":null},{"rank":5,"place_id":"gers:1aa7fbab-4319-4f0c-9b2e-af10ee8aa829","name":"Interfashion spa","category":"personal_or_beauty_service","address":"Eleodoro Avilés Minuche","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.26,"percentile":92.31,"photo":null,"transit":null},{"rank":6,"place_id":"gers:9ab3cf29-51da-4eae-badc-0e0cb49a21e6","name":"kingbarber_tatto","category":"personal_or_beauty_service","address":"📍Av Narcisa de jesus, Mucho lote 2, king barber","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.26,"percentile":90.38,"photo":null,"transit":null},{"rank":7,"place_id":"gers:59cf9d14-572d-43c3-910b-308761b2a32b","name":"Old Barbers Studio","category":"personal_or_beauty_service","address":"Old Barbers Studio, C. 16A N-E - José María Roura Oxandaberro f4","sources":["meta","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.247,"percentile":88.46,"photo":null,"transit":null},{"rank":8,"place_id":"gers:479a4c9e-65c9-430a-8bc3-d833269fbeb0","name":"Muñiz Barber Shop","category":"personal_or_beauty_service","address":"Km. 0.5 Vía Samborondón y, Av. Río Vinces","sources":["meta","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.241,"percentile":86.54,"photo":null,"transit":null},{"rank":9,"place_id":"gers:f02dbc37-f3b3-4b89-8546-60ea24413d37","name":"Marcelo Tattoo Guayaquil","category":"personal_or_beauty_service","address":"Mall Del Sur, Avenida 25 de julio Y Transformación Diagonal Al, Ciudadela Villamil","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":2.236,"percentile":84.62,"photo":null,"transit":null},{"rank":10,"place_id":"gers:596ad578-3b05-48c6-bbb6-558f89d2cfab","name":"Clinica Dermatologica Ollague","category":"personal_or_beauty_service","address":"Calle y Vicente Norero de Lucca","sources":["meta","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":2.163,"percentile":82.69,"photo":null,"transit":null}]}