{"city":{"slug":"calgary-ca","name":"Calgary","country":"CA","country_name":"Canada"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":748,"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:a3e7e4b6-73f6-47f5-bd8b-d29d49948297","name":"Calgary Jewellery","category":"fashion_and_apparel_store","address":"1331 17 Ave SW","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.346,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:b918003e-016b-4797-9797-781d043a3981","name":"Ethos Bridal Group Ltd","category":"fashion_and_apparel_store","address":"1022 17 Ave SW","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.346,"percentile":99.87,"photo":null,"transit":null},{"rank":3,"place_id":"gers:218f5a8d-bd1c-451d-9df1-573d12706ed3","name":"Watch Warehouse","category":"fashion_and_apparel_store","address":"2323 32 Ave NE","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":99.73,"photo":null,"transit":null},{"rank":4,"place_id":"gers:6abe4554-8b49-4f65-9840-fbec08cdaac1","name":"Umberto's Custom Tailors","category":"fashion_and_apparel_store","address":"321 6 Ave SW #107","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":99.6,"photo":null,"transit":{"qid":"Q131685984","name":"Calgary station","mode":"rail","distanceM":558}},{"rank":5,"place_id":"gers:0f16f214-9829-47d1-bd14-a4f5f009d448","name":"Armadio by Delia Ltd.","category":"fashion_and_apparel_store","address":"10816 MacLeod Trl SE","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":99.46,"photo":null,"transit":{"qid":"Q3791097","name":"Anderson station","mode":"rail","distanceM":462}},{"rank":6,"place_id":"gers:3a6a4fb5-9551-4f1f-b82f-2434a0495f3d","name":"Specsavers Southcentre Mall","category":"fashion_and_apparel_store","address":"100 Anderson Rd SE #220","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":99.33,"photo":null,"transit":{"qid":"Q3791097","name":"Anderson station","mode":"rail","distanceM":626}},{"rank":7,"place_id":"gers:d129f080-1aa2-4394-bb0d-555eb30e7259","name":"VVS Jewellers","category":"fashion_and_apparel_store","address":"10816 MacLeod Trl SE","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.344,"percentile":99.2,"photo":null,"transit":{"qid":"Q3791097","name":"Anderson station","mode":"rail","distanceM":372}},{"rank":8,"place_id":"gers:de1f2e5a-6745-477a-b6ae-871c5b8657cc","name":"Crocs at Cross Iron Mills","category":"fashion_and_apparel_store","address":"261055 Crossiron Blvd Space 649","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.344,"percentile":99.06,"photo":null,"transit":null},{"rank":9,"place_id":"gers:e2fbf2f8-e43e-4826-8385-848162a3df0c","name":"City Dancewear","category":"fashion_and_apparel_store","address":"5403 Crowchild Trail NW","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.343,"percentile":98.93,"photo":null,"transit":{"qid":"Q3791265","name":"Dalhousie station","mode":"rail","distanceM":320}},{"rank":10,"place_id":"gers:e873c717-ab6a-4606-9e45-e63e7b6ab31b","name":"Executive Diamond Services","category":"fashion_and_apparel_store","address":"8820 Blackfoot Trl SE","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.343,"percentile":98.8,"photo":null,"transit":null}]}