{"city":{"slug":"kuala-lumpur-my","name":"Kuala Lumpur","country":"MY","country_name":"Malaysia"},"category":{"key":"books_music_and_video_store","label":"Books Music and Video Store","phrase":"book, music and video shops","family":"shopping"},"candidates":55,"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:d8d20ff0-1880-47bb-bf45-ba4ec1f69128","name":"MeTime BookCafe","category":"books_music_and_video_store","address":"1.010b ,Level 1, The Square, Jln Profesor Diraja Ungku Aziz","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.339,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:28f29799-82e2-4c34-8641-1b463015763a","name":"Darul Fikir","category":"books_music_and_video_store","address":"329B, Jalan Abdul Rahman Idris, Off, Jalan Raja Muda Abdul Aziz","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.287,"percentile":98.15,"photo":null,"transit":{"qid":"Q39478","name":"Chow Kit Monorail station","mode":"rail","distanceM":469}},{"rank":3,"place_id":"gers:c2cc9202-cc79-4282-9b4f-dcc7d128521d","name":"Pustaka Rakyat","category":"books_music_and_video_store","address":"No. 16G, Jalan Wawasan 2/4","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.281,"percentile":96.3,"photo":null,"transit":null},{"rank":4,"place_id":"gers:bdf3a1f8-d82b-4d1f-a9b5-18cc347d50f3","name":"Kamal Medical Bookstore","category":"books_music_and_video_store","address":"next to PIZZA HUT, Ground 134, Jalan Pahang Opposite GHKL","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.268,"percentile":94.44,"photo":null,"transit":{"qid":"Q24884423","name":"Hospital Kuala Lumpur station","mode":"metro","distanceM":348}},{"rank":5,"place_id":"gers:7b16a0d8-3dd7-4b15-809f-b109fa885b98","name":"DOREMi Sound and Light","category":"books_music_and_video_store","address":"20-22, Jln Sultan Azlan Shah","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.261,"percentile":92.59,"photo":null,"transit":{"qid":"Q39478","name":"Chow Kit Monorail station","mode":"rail","distanceM":141}},{"rank":6,"place_id":"gers:f3055879-6d98-4a48-a185-084bbdb4514a","name":"Marsden Law Book Sdn Bhd","category":"books_music_and_video_store","address":"B3-1- 5, Block B3, Publika, 1, Jln Dutamas 1","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.261,"percentile":90.74,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d01b8049-513b-4dfc-9556-0d05388ac92a","name":"Tandang Record Store","category":"books_music_and_video_store","address":"Zhongshan Building, 82B, Jalan Rotan","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.261,"percentile":88.89,"photo":null,"transit":{"qid":"Q3133573","name":"Maharajalela Monorail station","mode":"rail","distanceM":242}},{"rank":8,"place_id":"gers:cf1c6da5-0e07-4d8b-887d-88d5ddd61123","name":"Mission World","category":"books_music_and_video_store","address":"Lot T-056 Third Floor Mezzanine , Mid Valley Mega Mall, WP Kuala Lumpur, Lingkaran Syed Putra","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.243,"percentile":87.04,"photo":null,"transit":{"qid":"Q6150759","name":"Mid Valley Komuter station","mode":"rail","distanceM":169}},{"rank":9,"place_id":"gers:c81e92bb-61ff-4e68-ad07-8541d2e7bb4f","name":"Junk Book Store (The Biggest Secondhand Bookstore)","category":"books_music_and_video_store","address":"78 Jalan Tun H.S. Lee","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":85.19,"photo":null,"transit":{"qid":"Q1055044","name":"Masjid Jamek LRT station","mode":"metro","distanceM":228}},{"rank":10,"place_id":"gers:e893d5fe-71e3-4e0e-9594-2caaeada7a74","name":"MPH Bookstores @ Publika","category":"books_music_and_video_store","address":"Lot 7B, 8B & 9B, Level G2, Publika, Jln Dutamas 1","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.2,"percentile":83.33,"photo":null,"transit":null}]}