{"city":{"slug":"abuja-ng","name":"Abuja","country":"NG","country_name":"Nigeria"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"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:92d86341-ca33-4486-905f-b52235cd355b","name":"Bold and Beautiful Salon Spa","category":"personal_or_beauty_service","address":"by Nitel Junction, Israel Plaza, Plot 1077 Adetokunbo Ademola Cres, opposite Kokkies Mall","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.536,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1602efd8-3945-47d8-9c1d-d955eca70fe2","name":"ProlashBeautyBar","category":"personal_or_beauty_service","address":"Banex Plaza, 17, 2 Alexandria Cres","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.287,"percentile":92.31,"photo":null,"transit":null},{"rank":3,"place_id":"gers:14d4d41d-0526-4649-a331-98362028d64c","name":"Ace of Fades Luxury Barber Shop","category":"personal_or_beauty_service","address":"Suite 2, 4 Salt Lake St, off Gana Street","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":2.269,"percentile":84.62,"photo":null,"transit":null},{"rank":4,"place_id":"gers:ff532b1b-bb3e-4a13-8dfa-f78af22ba7e3","name":"Ronnie's Hair  Salon","category":"personal_or_beauty_service","address":"1ST FLOOR, SUITE 101-104 ZEY-HUB PLAZA, AMINU KANO CRESCENT, (former Blue World Plaza, opp.former Mr.Biggs), WUSE 2, ABUJA.","sources":["meta","overture"],"providers":2,"confidence":0.938,"website":true,"phone":true,"michelin":false,"score":2.102,"percentile":76.92,"photo":null,"transit":null},{"rank":5,"place_id":"gers:0b7aa8ec-bd5d-46d3-953f-5ef86d884eeb","name":"Dolce Salon and Barbershop","category":"personal_or_beauty_service","address":"Shop 11","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.058,"percentile":69.23,"photo":null,"transit":null},{"rank":6,"place_id":"gers:bf5eb4e9-31b5-4478-a6ab-3734265b82de","name":"Khrome Salon and Spa","category":"personal_or_beauty_service","address":"📍No 15 Lobito crescent wuse 2 Abuja  📍 Suite 3, Vintage Hubb Plaza, Ademola Adetokunbo Crescent, beside Ecobank  opp Cubana","sources":["meta","overture"],"providers":2,"confidence":0.926,"website":true,"phone":true,"michelin":false,"score":1.993,"percentile":61.54,"photo":null,"transit":null},{"rank":7,"place_id":"gers:0155a547-95ec-460d-9409-889531bdd86d","name":"Hartland Beauty Supply Salon and Home Goods","category":"personal_or_beauty_service","address":"72 B, Aminu Kano Cres","sources":["meta","overture"],"providers":2,"confidence":0.926,"website":true,"phone":true,"michelin":false,"score":1.988,"percentile":53.85,"photo":null,"transit":null},{"rank":8,"place_id":"gers:82863ddc-c97f-4737-849b-71be8b7ca318","name":"Cut and Chill Salon and Spa","category":"personal_or_beauty_service","address":"98 Aminu Kano Cres","sources":["meta","overture"],"providers":2,"confidence":0.926,"website":true,"phone":true,"michelin":false,"score":1.987,"percentile":46.15,"photo":null,"transit":null},{"rank":9,"place_id":"gers:88930133-821e-4dbd-8a9f-cd60f7faf0fd","name":"De Headshots","category":"personal_or_beauty_service","address":"Zone 4, Shop G12, Febson Mall, Plot 2425 Herbert Macaulay Wy","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":true,"phone":true,"michelin":false,"score":1.833,"percentile":38.46,"photo":null,"transit":null},{"rank":10,"place_id":"gers:d944a51f-05f2-4576-806b-8cf727d13447","name":"Lizaffair Beauty Spa","category":"personal_or_beauty_service","address":"Nera Hotel, No 26, Alex Ekwueme Way, Jabi District,","sources":["meta","overture"],"providers":2,"confidence":0.904,"website":true,"phone":true,"michelin":false,"score":1.785,"percentile":30.77,"photo":null,"transit":null}]}