{"city":{"slug":"mandalay-mm","name":"Mandalay","country":"MM","country_name":"Myanmar"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":14,"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:52a1279e-bbb5-403e-8bde-415d22c973d8","name":"Yadanar Baby Store and Cosmetics","category":"fashion_and_apparel_store","address":"85th St, between (37 & 38th St","sources":["meta","overture"],"providers":2,"confidence":0.934,"website":true,"phone":true,"michelin":false,"score":2.321,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:86fa1c60-255a-4ee8-a25a-957f614a0728","name":"Golden Angel Jade&jewellery","category":"fashion_and_apparel_store","address":"(No-36)38st Between 79&80 st","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.303,"percentile":92.31,"photo":null,"transit":null},{"rank":3,"place_id":"gers:f929e62d-da93-4c11-a77d-3eadab9e64f8","name":"Myanmar Shwe မြန်မာ​ရွှေ","category":"fashion_and_apparel_store","address":"Tsp, No. 4, Manaw Hayi St, 64 Corner","sources":["meta","overture"],"providers":2,"confidence":0.925,"website":true,"phone":true,"michelin":false,"score":2.186,"percentile":84.62,"photo":null,"transit":null},{"rank":4,"place_id":"gers:b5ada4fd-8954-4204-8ca0-4512c841520d","name":"Revolution Street Wear","category":"fashion_and_apparel_store","address":"69th Street, Between 38th and 39th Street","sources":["meta","overture"],"providers":2,"confidence":0.935,"website":false,"phone":true,"michelin":false,"score":1.897,"percentile":76.92,"photo":null,"transit":null},{"rank":5,"place_id":"gers:9e8d8e7c-9ef9-4a8e-96cd-77fbb723f05c","name":"Pearl May","category":"fashion_and_apparel_store","address":"63 street bet(36/37) Maharaungmyay township  , Mandalay","sources":["meta","overture"],"providers":2,"confidence":0.929,"website":false,"phone":true,"michelin":false,"score":1.824,"percentile":69.23,"photo":null,"transit":{"qid":"Q6747758","name":"Mandalay Central Railway Station","mode":"rail","distanceM":250}},{"rank":6,"place_id":"gers:8f172e6c-3d15-4250-bc75-010014d66d9a","name":"ျမင့္ျမတ္ေတာ္ဝင္","category":"fashion_and_apparel_store","address":"73လမ်း 40.41 ကြား Mandalay","sources":["meta","overture"],"providers":2,"confidence":0.925,"website":false,"phone":true,"michelin":false,"score":1.772,"percentile":61.54,"photo":null,"transit":null},{"rank":7,"place_id":"gers:ab6c126b-a6c0-4a14-a75e-fc838c8aea66","name":"Central Fashion","category":"fashion_and_apparel_store","address":"No. 258/161, 29th Street, Between 82 & 83 Streets Chan Aye Thar San Township","sources":["meta","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":1.753,"percentile":53.85,"photo":null,"transit":{"qid":"Q6747758","name":"Mandalay Central Railway Station","mode":"rail","distanceM":661}},{"rank":8,"place_id":"gers:0bd040ba-1273-4c1e-ad75-d5a70ecb0529","name":"American Vision","category":"fashion_and_apparel_store","address":"No.126,Corner of 32nd street & 75th street, Mandalay","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":1.748,"percentile":46.15,"photo":null,"transit":{"qid":"Q6747758","name":"Mandalay Central Railway Station","mode":"rail","distanceM":666}},{"rank":9,"place_id":"gers:b999b0da-6c59-4bc9-9ee6-d17bdc491601","name":"Aung Thamardi Gold,Jewellery Shops & Refinery","category":"fashion_and_apparel_store","address":"89th St, Between 21st & 22nd St, Mandalay, Myanmar","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":false,"michelin":false,"score":1.746,"percentile":38.46,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a3c0d542-d284-4e1e-b7b2-8ee0f0347116","name":"Myittar Pet Clinic & Pet Accessories Mini Mart","category":"fashion_and_apparel_store","address":"107th Sweet, 66×67 Between, Chanmyathazi, Mandalay.","sources":["meta","overture"],"providers":2,"confidence":0.916,"website":false,"phone":true,"michelin":false,"score":1.644,"percentile":30.77,"photo":null,"transit":null}]}