{"city":{"slug":"abu-dhabi-ae","name":"Abu Dhabi","country":"AE","country_name":"United Arab Emirates"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":106,"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:7cbfcd75-ce42-4ce2-93be-7fe3d5ec165e","name":"Oriental Beauty Lounge","category":"personal_or_beauty_service","address":"Al Falah St","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.438,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:5402ccf9-70fe-4b55-9fcc-06daf2bb6ffc","name":"Tara Rose Salon - Mamsha Al Saadiyat","category":"personal_or_beauty_service","address":"Shop R11, Turquoise 7, Mamsha Al Saadiyat","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.434,"percentile":99.05,"photo":null,"transit":null},{"rank":3,"place_id":"gers:bf045be1-3c2c-4ee6-8dcf-b36132c10dbf","name":"Eternity Beauty Studio","category":"personal_or_beauty_service","address":"Beside HANGER and Mark & Spencer Opposite World Trade Center Mall BHS & ADNOC Hamdan Bin Mohammed Street AL Sayegh Center Shop Number 15","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.407,"percentile":98.1,"photo":null,"transit":null},{"rank":4,"place_id":"gers:82ab49cb-03f3-42c2-b62a-77d590432067","name":"Capelli Center Mens","category":"personal_or_beauty_service","address":"Ban Al Jasrain - 40 شارع الطاروق","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.405,"percentile":97.14,"photo":null,"transit":null},{"rank":5,"place_id":"gers:8741a030-b468-4966-a5e6-799bf81bb14f","name":"Thai Oasis Beauty, Hair and Home Services","category":"personal_or_beauty_service","address":"Offices entrance - M3, Al Ain Tower (Occasions Cake Shop Bldg.) Hamdan St - Corner Sheikh Zayed Bin Sultan St - adjacent Belmondo Building","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.377,"percentile":96.19,"photo":null,"transit":null},{"rank":6,"place_id":"gers:d00a253d-95ee-401f-8038-9316d3c8b7f8","name":"GGclinics Derma","category":"personal_or_beauty_service","address":"GG clinics","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.342,"percentile":95.24,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d8ca5195-eb48-4a47-b66b-c308d8653b9f","name":"Ivana Beauty Centre","category":"personal_or_beauty_service","address":"Villa 661 Mohammed Bin Khalifa St","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.281,"percentile":94.29,"photo":null,"transit":null},{"rank":8,"place_id":"gers:709aca6c-ce97-403f-817e-1866b7aca87e","name":"Pause Salon and Spa","category":"personal_or_beauty_service","address":"Villa 28,Airport Road, Behind Ministry of Interior","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.256,"percentile":93.33,"photo":null,"transit":null},{"rank":9,"place_id":"gers:0fbcd4d4-7b05-4ac1-bdca-1fd3372ef3ce","name":"Impala Salon","category":"personal_or_beauty_service","address":"Rm. M02, Al Niyadi Bldg","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.249,"percentile":92.38,"photo":null,"transit":null},{"rank":10,"place_id":"gers:70d8caf8-4a3d-480b-b733-912b61020f28","name":"Euphoria Ladies Salon","category":"personal_or_beauty_service","address":"9 شارع الخِضَاب","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.242,"percentile":91.43,"photo":null,"transit":null}]}