{"city":{"slug":"dubai-ae","name":"Dubai","country":"AE","country_name":"United Arab Emirates"},"category":{"key":"personal_care_and_beauty_store","label":"Personal Care and Beauty Store","phrase":"personal care and beauty shops","family":"shopping"},"candidates":70,"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:d0e2ca64-fb00-42c3-8138-6dbf063e8337","name":"Lush Cosmetics Dubai Mall","category":"personal_care_and_beauty_store","address":"The Dubai Mall","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.376,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:4703db07-184e-473c-aa42-d19f080c37ce","name":"Lush Cosmetics Mercato Mall","category":"personal_care_and_beauty_store","address":"Mercato Mall - Jumeirah Beach Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.373,"percentile":98.55,"photo":null,"transit":null},{"rank":3,"place_id":"gers:43c4eede-d2d4-42ed-bca5-96745a5b22db","name":"DIOR Dubai Airport Terminal B","category":"personal_care_and_beauty_store","address":"Departures, Concourse B - Unit 11, shop 2","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.36,"percentile":97.1,"photo":null,"transit":{"qid":"Q141223910","name":"Concourse B","mode":"metro","distanceM":118}},{"rank":4,"place_id":"gers:54e49111-e575-401b-b723-218802672112","name":"DIOR Dubai Airport Terminal A","category":"personal_care_and_beauty_store","address":"DXB Concourse A, Departure Zone 4 - Shop 2","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.355,"percentile":95.65,"photo":null,"transit":{"qid":"Q141223911","name":"Concourse A","mode":"metro","distanceM":74}},{"rank":5,"place_id":"gers:6b06a9ea-cbb6-4ed6-871f-83f4069023aa","name":"Emirates Pride Perfumes","category":"personal_care_and_beauty_store","address":"The Dubai Mall - 1 Financial Ctr St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.317,"percentile":94.2,"photo":null,"transit":null},{"rank":6,"place_id":"gers:9a90037a-4096-4169-95c8-c691d829f35e","name":"Villa 515","category":"personal_care_and_beauty_store","address":"20817 85747, شارع جميرا 515","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":92.75,"photo":null,"transit":null},{"rank":7,"place_id":"gers:9e4d099d-8a6d-4e63-a9f7-c02413a4f03f","name":"MADI International Showroom and Academy","category":"personal_care_and_beauty_store","address":"Dubai 2nd Street, Showroom No.2","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.252,"percentile":91.3,"photo":null,"transit":null},{"rank":8,"place_id":"gers:a4658acd-4362-4303-9e65-e773a275d298","name":"Hassan Shahin Ahmed Perfumes","category":"personal_care_and_beauty_store","address":"PO 58688 - 4 34A St","sources":["meta","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.247,"percentile":89.86,"photo":null,"transit":{"qid":"Q7128029","name":"Gold Souq","mode":"metro","distanceM":466}},{"rank":9,"place_id":"gers:93ec89e6-d846-4c35-9ce0-46d479604692","name":"Samawa Showroom","category":"personal_care_and_beauty_store","address":"Samawa Showroom, Rebat Street, Umm Ramool,","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.226,"percentile":88.41,"photo":null,"transit":null},{"rank":10,"place_id":"gers:d79f9548-6bc6-4535-8c18-a8f0c52660e1","name":"Ajmal Perfumes","category":"personal_care_and_beauty_store","address":"SHOP NO.9 & 10 Gold Souq","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.207,"percentile":86.96,"photo":null,"transit":{"qid":"Q4704685","name":"Al Ras","mode":"metro","distanceM":545}}]}