{"city":{"slug":"edmonton-ca","name":"Edmonton","country":"CA","country_name":"Canada"},"category":{"key":"books_music_and_video_store","label":"Books Music and Video Store","phrase":"book, music and video shops","family":"shopping"},"candidates":40,"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:8379efb7-6b98-42d6-9a3b-a797f194e6d8","name":"Christian Book & Record","category":"books_music_and_video_store","address":"8103 127 Ave NW Unit 12","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.216,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:97526108-68eb-4e96-a79d-357107d18770","name":"Alhambra Books","category":"books_music_and_video_store","address":"10115 81 Ave NW","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.215,"percentile":97.44,"photo":null,"transit":{"qid":"Q7622068","name":"Strathcona Canadian Pacific Railway Station","mode":"rail","distanceM":118}},{"rank":3,"place_id":"gers:4c787e5e-9802-440c-8354-c61e534102f0","name":"Audreys Books Ltd","category":"books_music_and_video_store","address":"10702 Jasper Ave","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.205,"percentile":94.87,"photo":null,"transit":{"qid":"Q20717295","name":"Edmonton Canadian Pacific Railway Station","mode":"rail","distanceM":284}},{"rank":4,"place_id":"gers:2684648b-1aec-4237-96b9-e77db7a3063b","name":"Warp 2 Comics and Games","category":"books_music_and_video_store","address":"12863 97 St NW","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.204,"percentile":92.31,"photo":null,"transit":null},{"rank":5,"place_id":"gers:6008ca31-8a68-481c-bfed-2d2646493255","name":"Wee Book Inn","category":"books_music_and_video_store","address":"10310 Whyte Ave NW","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.203,"percentile":89.74,"photo":null,"transit":{"qid":"Q7622068","name":"Strathcona Canadian Pacific Railway Station","mode":"rail","distanceM":177}},{"rank":6,"place_id":"gers:38fbea7b-4b79-4df4-8f77-73120f968dfd","name":"Freecloud Records","category":"books_music_and_video_store","address":"10764 101 St NW","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.196,"percentile":87.18,"photo":null,"transit":{"qid":"Q6721872","name":"MacEwan station","mode":"rail","distanceM":652}},{"rank":7,"place_id":"gers:b7dbb186-c6d2-4107-ae44-6166ef25436b","name":"Comic King","category":"books_music_and_video_store","address":"12915 97 St NW","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.173,"percentile":84.62,"photo":null,"transit":null},{"rank":8,"place_id":"gers:f7c29a24-b2dd-43e1-9d29-4ca338d0fb4a","name":"Playmore Tables and Games","category":"books_music_and_video_store","address":"5824 99 St NW","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.173,"percentile":82.05,"photo":null,"transit":null},{"rank":9,"place_id":"gers:35c3ebc4-f8c1-43be-930f-a029990bc2fa","name":"Warp 1 Comics and Games","category":"books_music_and_video_store","address":"9917 Whyte Ave NW","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.161,"percentile":79.49,"photo":null,"transit":{"qid":"Q7622068","name":"Strathcona Canadian Pacific Railway Station","mode":"rail","distanceM":487}},{"rank":10,"place_id":"gers:6979a2e2-494e-4a70-8138-3e0da695d845","name":"Comic Fever","category":"books_music_and_video_store","address":"11338 132 Ave NW","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.156,"percentile":76.92,"photo":null,"transit":null}]}