{"city":{"slug":"ecatepec-de-morelos-mx","name":"Ecatepec de Morelos","country":"MX","country_name":"Mexico"},"category":{"key":"bar","label":"Bar","phrase":"bars","family":"food_and_drink"},"candidates":245,"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:4767e91e-46bd-4f9b-9ee2-b11736b77996","name":"Restaurante Mi Oficina","category":"bar","address":"Calle Francisco I. Madero 36","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.658,"percentile":100,"photo":null,"transit":{"qid":"Q6824612","name":"Los Reyes","mode":"metro","distanceM":357}},{"rank":2,"place_id":"gers:bca75e22-a5fd-4d69-b96f-d8c414bab778","name":"The Beer Company.","category":"bar","address":"Av Insurgentes MZ 002, Fraccionamiento Las Americas","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.631,"percentile":99.59,"photo":null,"transit":null},{"rank":3,"place_id":"gers:a1c3e5f0-6863-4610-a185-cd46b26f9eb1","name":"Ula Snaks and Beer","category":"bar","address":"Avenida Libertadores de America, Av. Libertadores de America 17","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.613,"percentile":99.18,"photo":null,"transit":{"qid":"Q124361817","name":"Las Américas","mode":"rail","distanceM":350}},{"rank":4,"place_id":"gers:97d7136c-9e4f-4e04-8314-fbf69f22d2ab","name":"Ranas Beer V.I.P. Coacalco","category":"bar","address":"Vía José López Portillo 196","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.611,"percentile":98.77,"photo":null,"transit":null},{"rank":5,"place_id":"gers:6171a0e3-853d-4278-9dd6-d1816bac6bff","name":"Hacienda El Tlacuache","category":"bar","address":"San Juan S/N","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.606,"percentile":98.36,"photo":null,"transit":null},{"rank":6,"place_id":"gers:24e7ba65-7c1d-4527-b6d5-0ee1a2b37b2e","name":"Pink Zone","category":"bar","address":"09690, Av. de las Torres m 143","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.602,"percentile":97.95,"photo":null,"transit":null},{"rank":7,"place_id":"gers:dae0c2dc-4ae1-45e9-a518-85089445dbad","name":"Pix restaurante bar","category":"bar","address":"Boulevard Ojo de Agua esquina, P.º de Capuchinas mz 39-lote 1","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.602,"percentile":97.54,"photo":null,"transit":null},{"rank":8,"place_id":"gers:ef89ec11-065c-461e-8e00-57933a9ed5b5","name":"Miralbas Bar","category":"bar","address":"C. San Francisco Priv. 2","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.593,"percentile":97.13,"photo":null,"transit":null},{"rank":9,"place_id":"gers:78331666-8aff-45dd-b440-a0992218db2d","name":"Punto Chope Ojo de Agua","category":"bar","address":"Plaza libra, Blvrd Ojo de Agua 1-Planta Alta planta Alta","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.576,"percentile":96.72,"photo":null,"transit":null},{"rank":10,"place_id":"gers:26295be2-1bd5-4c26-9d4d-01f1157186d3","name":"Rooster Bar and Wings","category":"bar","address":"49, Edomex, Av de los Ahuehuetes","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.569,"percentile":96.31,"photo":null,"transit":null}]}