{"city":{"slug":"ho-chi-minh-city-vn","name":"Ho Chi Minh City","country":"VN","country_name":"Vietnam"},"category":{"key":"shopping","label":"Shopping","phrase":"shopping","family":"shopping"},"candidates":325,"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":"microsoft","name":"Microsoft","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:f860536f-031b-4e2a-954b-cefe5c81d64c","name":"Nhà sách Minh Khai","category":"shopping","address":"2, Phạm Viết Chánh, Q1","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.527,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:7d0c1adc-de38-43a0-871c-c15abf49ee18","name":"Co.opmart Rạch Miễu","category":"shopping","address":"48 Đường Hoa Sứ","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.521,"percentile":99.69,"photo":null,"transit":null},{"rank":3,"place_id":"gers:a71f9ba6-b1fe-46e5-b445-76fca97352b7","name":"Latex Corset Chuan","category":"shopping","address":"137/5 Trịnh Đình Trọng","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.434,"percentile":99.38,"photo":null,"transit":null},{"rank":4,"place_id":"gers:0027ae31-a31d-4833-869e-0da83e6dc827","name":"Nhà Máy Sản Xuất Thiết Bị Xây Dựng Phúc Bền","category":"shopping","address":"600 Đỗ Mười, Phường An Phú Đông","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.423,"percentile":99.07,"photo":null,"transit":null},{"rank":5,"place_id":"gers:49be5ad5-3807-4a21-af87-935e102cd058","name":"Toto HƯNg ThỊNh","category":"shopping","address":"323 Đường Tô Hiến Thành","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.407,"percentile":98.77,"photo":null,"transit":null},{"rank":6,"place_id":"gers:6380332d-fadb-448c-adfb-94178bf53b61","name":"Rioshop 618 Lê Hồng Phong","category":"shopping","address":"618 Đường Lê Hồng Phong","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.389,"percentile":98.46,"photo":null,"transit":null},{"rank":7,"place_id":"gers:32a8eecf-6e46-492c-8e49-84bd2c1f49a4","name":"Công ty TNHH Hoa Cảnh Nhật Long","category":"shopping","address":"20 Đường Lê Thị Hà","sources":["meta","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.378,"percentile":98.15,"photo":null,"transit":null},{"rank":8,"place_id":"gers:26e47baf-f8dd-4289-a35b-a8fe27a70d35","name":"Tiệm Mái Ngói","category":"shopping","address":"273 Đường Nguyễn Văn Đậu","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.372,"percentile":97.84,"photo":null,"transit":null},{"rank":9,"place_id":"gers:8d38f5b3-46df-409e-8bb8-a778cede74d0","name":"Saigon Home Kitchen","category":"shopping","address":"237 Đường Lý Thường Kiệt","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.365,"percentile":97.53,"photo":null,"transit":null},{"rank":10,"place_id":"gers:150c0295-d52d-444c-bee8-da80f2acf8af","name":"Mắt kính Patrick Eyewear Quận 3","category":"shopping","address":"174 Đường Võ Thị Sáu, Võ Thị Sáu","sources":["microsoft","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.355,"percentile":97.22,"photo":null,"transit":null}]}