{"city":{"slug":"mexicali-mx","name":"Mexicali","country":"MX","country_name":"Mexico"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":409,"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:84e4812d-e4b6-408d-a6f2-3de4191d9e60","name":"La Barbería de Rigo","category":"personal_or_beauty_service","address":"Calz Independencia 2402","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.719,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:bc39a394-c08c-4972-a91f-a973c21c6128","name":"Curiel BarberStudio","category":"personal_or_beauty_service","address":"Avenida Blas López 1720","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.719,"percentile":99.75,"photo":null,"transit":null},{"rank":3,"place_id":"gers:58c99355-066a-4b14-8ae6-bed4b2f586a8","name":"Neto's Barber Shop","category":"personal_or_beauty_service","address":"Av. Herreros Sur 1601","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.673,"percentile":99.51,"photo":null,"transit":null},{"rank":4,"place_id":"gers:5e58d4ee-c727-4ae2-9f4f-49a532ad839c","name":"Mr. Tom's Barber Shop","category":"personal_or_beauty_service","address":"Av. Rep. de Costa Rica 63-A","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.673,"percentile":99.26,"photo":null,"transit":null},{"rank":5,"place_id":"gers:e0e1831d-2935-4c06-b9d3-72547c6d614a","name":"Barberia GoodTimes | Mexicali","category":"personal_or_beauty_service","address":"Calle Del Nogal SN","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.669,"percentile":99.02,"photo":null,"transit":null},{"rank":6,"place_id":"gers:d07b3a16-d32b-44e1-a94e-150e9f7b60b3","name":"Hollywood Academia de belleza & beauty supply","category":"personal_or_beauty_service","address":"Prolongación Heroico Colegio Militar 2399","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.668,"percentile":98.77,"photo":null,"transit":null},{"rank":7,"place_id":"gers:cec9686e-2cfc-4629-acd8-c96ccf77945e","name":"Boss Men’s Salon","category":"personal_or_beauty_service","address":"Calzada Cetis 1801","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.665,"percentile":98.53,"photo":null,"transit":null},{"rank":8,"place_id":"gers:d3bffe82-0111-4a93-8011-349089ce2d6d","name":"Indeleble Nails and Spa","category":"personal_or_beauty_service","address":"Blvd. Lázaro Cárdenas 981-4","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.658,"percentile":98.28,"photo":null,"transit":null},{"rank":9,"place_id":"gers:0c72d5bb-81a2-4880-ae4c-f5015ac84cfd","name":"Marbella's Salon and Spa","category":"personal_or_beauty_service","address":"Calz Independencia 892","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.654,"percentile":98.04,"photo":null,"transit":null},{"rank":10,"place_id":"gers:5c5c2a11-60d8-4ad0-8fce-b185b8f530ab","name":"Next Level Tattoo and Barbershop","category":"personal_or_beauty_service","address":"Blvd. Lázaro Cárdenas 800","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.632,"percentile":97.79,"photo":null,"transit":null}]}