{"city":{"slug":"almaty-kz","name":"Almaty","country":"KZ","country_name":"Kazakhstan"},"category":{"key":"music_venue","label":"Music Venue","phrase":"music venues","family":"arts_and_entertainment"},"candidates":21,"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:7e9be941-e277-4468-9be4-dac958daee52","name":"Rock Crystal","category":"music_venue","address":"Gagarin Ave 2","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.454,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:7b1c8d64-f988-4e2d-8d93-a43eb4c58082","name":"Жесть","category":"music_venue","address":"Абдулла Розыбақиев көшесі 236","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.447,"percentile":95,"photo":null,"transit":null},{"rank":3,"place_id":"gers:00a0e0a3-f4fe-46a0-8536-6d4188786429","name":"Karaoke Record","category":"music_venue","address":"улица Абая 93а","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":90,"photo":null,"transit":{"qid":"Q2072205","name":"Alatau","mode":"metro","distanceM":303}},{"rank":4,"place_id":"gers:ecf61409-b4c6-40fc-bb2f-1243d05c22a0","name":"Janym Soul","category":"music_venue","address":"Zhandosov Street 58","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.181,"percentile":85,"photo":null,"transit":null},{"rank":5,"place_id":"gers:522f971c-a364-4fc5-99af-67b1dfffcacd","name":"Baganashil Almaty","category":"music_venue","address":"Санаторная көшесі 14","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":80,"photo":null,"transit":null},{"rank":6,"place_id":"gers:ed403248-e3ef-497b-aa46-b6690c8fc079","name":"Бизнес-центр LOTOS","category":"music_venue","address":"Мұқағали Мақатаев көшесі 117","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":2.162,"percentile":75,"photo":null,"transit":null},{"rank":7,"place_id":"gers:8ade1ac6-933b-4948-867a-65ac4f6386f5","name":"Royal Караоке клуб","category":"music_venue","address":"Төле Би көшесі 35","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":false,"phone":true,"michelin":false,"score":2.045,"percentile":70,"photo":null,"transit":null},{"rank":8,"place_id":"gers:1cdf1e8f-c1bd-46e5-97c6-4af1321a4ed0","name":"Караоке-клуб Голос","category":"music_venue","address":"Жандосова 2Б","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.033,"percentile":65,"photo":null,"transit":{"qid":"Q2072183","name":"Auezov Theater","mode":"metro","distanceM":324}},{"rank":9,"place_id":"gers:d8a1ebcb-7bdb-4ce6-924a-6822c005dd50","name":"Mood Bar Almaty","category":"music_venue","address":"Сәкен Сейфуллин даңғылы 601","sources":["meta","overture"],"providers":2,"confidence":0.968,"website":false,"phone":true,"michelin":false,"score":2.002,"percentile":60,"photo":null,"transit":{"qid":"Q420603","name":"Baikonur","mode":"metro","distanceM":553}},{"rank":10,"place_id":"gers:eba09886-668b-430f-80bf-4cfb27e6e6f5","name":"Bar&karaoke Forbes","category":"music_venue","address":"Қабанбай батыр көшесі 58","sources":["meta","overture"],"providers":2,"confidence":0.923,"website":true,"phone":true,"michelin":false,"score":1.961,"percentile":55,"photo":null,"transit":null}]}