{"city":{"slug":"arequipa-pe","name":"Arequipa","country":"PE","country_name":"Peru"},"category":{"key":"casual_eatery","label":"Casual Eatery","phrase":"casual eateries","family":"food_and_drink"},"candidates":15,"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:a9fcb819-065b-4608-8093-22de05763e43","name":"Chaqchao Chocolates","category":"casual_eatery","address":"Santa Catalina 204","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.543,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1eb18038-75b3-49c5-9b2e-62477e522e6e","name":"Dulceria vildoso","category":"casual_eatery","address":"Avenida Huáscar 111","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.453,"percentile":92.86,"photo":null,"transit":null},{"rank":3,"place_id":"gers:a9f11da0-d806-4b49-96ec-a4a204314f5d","name":"La Ibérica","category":"casual_eatery","address":"C. Jerusalén 136","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.292,"percentile":85.71,"photo":null,"transit":null},{"rank":4,"place_id":"gers:ded38a49-fc5f-4085-b0b6-a495e1a7d457","name":"Masamama","category":"casual_eatery","address":"C. Bolivar 107","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":2.289,"percentile":78.57,"photo":null,"transit":null},{"rank":5,"place_id":"gers:8bba77a3-6ab0-4146-ac6b-0ab3d0132d0f","name":"Leprechaun Food & Beverage","category":"casual_eatery","address":"Calle Ugarte 202 Int 2do Piso Cercado","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.249,"percentile":71.43,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a0610ba5-52e7-4768-9a59-6f06d36891fd","name":"Pastelería Escalante","category":"casual_eatery","address":"C. Santo Domingo 304","sources":["meta","overture"],"providers":2,"confidence":0.911,"website":true,"phone":true,"michelin":false,"score":1.974,"percentile":64.29,"photo":null,"transit":null},{"rank":7,"place_id":"gers:b13ad26c-2b8e-4388-babf-17d593c0cd20","name":"Panaderia Don Panchonchito","category":"casual_eatery","address":"Av. Brasilia","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":false,"phone":true,"michelin":false,"score":1.746,"percentile":57.14,"photo":null,"transit":null},{"rank":8,"place_id":"gers:f057c6e5-41d9-46e6-b580-8d78eb67e506","name":"La heladería de Pizarro","category":"casual_eatery","address":"Pizarro 212c","sources":["meta","overture"],"providers":2,"confidence":0.918,"website":true,"phone":false,"michelin":false,"score":1.518,"percentile":50,"photo":null,"transit":null},{"rank":9,"place_id":"gers:2738cb58-1b66-40b5-afe7-e0169d609279","name":"Sajhra","category":"casual_eatery","address":"Cl. San Francisco 225","sources":["meta","overture"],"providers":2,"confidence":0.915,"website":false,"phone":true,"michelin":false,"score":1.502,"percentile":42.86,"photo":null,"transit":null},{"rank":10,"place_id":"gers:6686af5e-7f36-4790-b3bd-78111497c763","name":"7 Razas","category":"casual_eatery","address":"Viña del Mar 301a","sources":["meta","overture"],"providers":2,"confidence":0.915,"website":false,"phone":true,"michelin":false,"score":1.499,"percentile":35.71,"photo":null,"transit":null}]}