{"city":{"slug":"almaty-kz","name":"Almaty","country":"KZ","country_name":"Kazakhstan"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":57,"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:85ad7458-73fe-4de0-89c7-bf79bd6fe10a","name":"Белый Кит - Кофейня, Ресторан, Кофе-бар в Алматы","category":"coffee_shop","address":"Мұхтар Әуезов көшесі 69","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.449,"percentile":100,"photo":null,"transit":{"qid":"Q2072205","name":"Alatau","mode":"metro","distanceM":663}},{"rank":2,"place_id":"gers:ca8d0198-0224-4339-a441-b6eee19fd15d","name":"Bisquit","category":"coffee_shop","address":"Shevchenko St 18","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.44,"percentile":98.21,"photo":null,"transit":{"qid":"Q638963","name":"Abay","mode":"metro","distanceM":757}},{"rank":3,"place_id":"gers:80da8cfa-2a8a-432f-bd84-d48a8cbc1613","name":"Probarista Coffee Company","category":"coffee_shop","address":"Panfilov St 92/63","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.4,"percentile":96.43,"photo":null,"transit":{"qid":"Q746678","name":"Zhibek Zholy","mode":"metro","distanceM":374}},{"rank":4,"place_id":"gers:f738e9f3-fc47-412c-9372-38da9d0f4efd","name":"Social coffee","category":"coffee_shop","address":"Қаныш Сәтбаев көшесі 10","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.39,"percentile":94.64,"photo":null,"transit":{"qid":"Q638963","name":"Abay","mode":"metro","distanceM":506}},{"rank":5,"place_id":"gers:0ac2c4af-dc86-4b7b-abb1-2399da21b5e0","name":"Музкафе","category":"coffee_shop","address":"Abay Ave 117","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.373,"percentile":92.86,"photo":null,"transit":{"qid":"Q2072205","name":"Alatau","mode":"metro","distanceM":406}},{"rank":6,"place_id":"gers:36294672-fe3a-4547-812b-0bf7129c30bb","name":"Jump-in-Goat Coffee","category":"coffee_shop","address":"Abay Ave 35/37","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.368,"percentile":91.07,"photo":null,"transit":{"qid":"Q638963","name":"Abay","mode":"metro","distanceM":52}},{"rank":7,"place_id":"gers:15bec4fd-8cfc-43cf-adb9-9b7c3f85f5d4","name":"Daily Coffee","category":"coffee_shop","address":"Abylai Khan Ave 147","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.328,"percentile":89.29,"photo":null,"transit":{"qid":"Q638963","name":"Abay","mode":"metro","distanceM":477}},{"rank":8,"place_id":"gers:6521262a-1e53-4a7b-a5ec-49e4491a3b02","name":"Coffeedelia","category":"coffee_shop","address":"kabanbay batyr street corner Furman over street","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.301,"percentile":87.5,"photo":null,"transit":{"qid":"Q2072127","name":"Almaly","mode":"metro","distanceM":217}},{"rank":9,"place_id":"gers:4859cb56-c2a7-4829-9bf5-5a291eb8e347","name":"Double Coffee","category":"coffee_shop","address":"Gogol St 58","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.3,"percentile":85.71,"photo":null,"transit":{"qid":"Q746678","name":"Zhibek Zholy","mode":"metro","distanceM":331}},{"rank":10,"place_id":"gers:9777e1ad-2a01-414f-ac09-92ec9f8ad3a9","name":"Cafeteria","category":"coffee_shop","address":"Baiseitova St 32","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.258,"percentile":83.93,"photo":null,"transit":{"qid":"Q638963","name":"Abay","mode":"metro","distanceM":339}}]}