{"city":{"slug":"alexandria-eg","name":"Alexandria","country":"EG","country_name":"Egypt"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":22,"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:6f74f350-bca5-4dd0-a9bc-09070bee4b3b","name":"Stanley Care Clinics ..عيادات ستانلي كير","category":"personal_or_beauty_service","address":"كوبري ستانلي علي البحر فوق مطعم ماكدونالدز الدور الاول \\nعيادات ستانلي كير التخصصية","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.682,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:37f5405d-59c4-4b77-9442-817e1461fbe7","name":"Hilton Salon","category":"personal_or_beauty_service","address":"5 Wageeh Basha","sources":["meta","overture"],"providers":2,"confidence":0.93,"website":true,"phone":true,"michelin":false,"score":2.259,"percentile":95.24,"photo":null,"transit":null},{"rank":3,"place_id":"gers:46e650a0-929d-4630-bfc8-92b05539ccdc","name":"Alaa Barber Shop and Spa","category":"personal_or_beauty_service","address":"6 Ibn Hokel Rd, Zizinia","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":2.185,"percentile":90.48,"photo":null,"transit":null},{"rank":4,"place_id":"gers:cb74cbb2-46ab-46e8-9a94-0b0cc52a6c56","name":"Tarek El Soghayar","category":"personal_or_beauty_service","address":"صيدلية خليل، 397 طريق الحرية, اعلى, Mostafa Kamel","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":2.184,"percentile":85.71,"photo":null,"transit":{"qid":"Q249897","name":"Sidi Gaber railway station","mode":"rail","distanceM":700}},{"rank":5,"place_id":"gers:26c07d44-2b37-474e-a05b-ff17e549839c","name":"Yasser Haleem Salon","category":"personal_or_beauty_service","address":"46 No.351","sources":["meta","overture"],"providers":2,"confidence":0.921,"website":true,"phone":true,"michelin":false,"score":2.155,"percentile":80.95,"photo":null,"transit":null},{"rank":6,"place_id":"gers:c06fa37d-b269-4b00-99f8-532b93206b21","name":"Tattoo Alexandria","category":"personal_or_beauty_service","address":"440 abou quer، street beside el deeb mall","sources":["meta","overture"],"providers":2,"confidence":0.917,"website":true,"phone":true,"michelin":false,"score":2.1,"percentile":76.19,"photo":null,"transit":null},{"rank":7,"place_id":"gers:5bf990c7-86b1-40e8-8bcd-03ea455b49f8","name":"Abood Hair Salon","category":"personal_or_beauty_service","address":"شارع النقل والهندسة سموحة","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":true,"phone":true,"michelin":false,"score":2.002,"percentile":71.43,"photo":null,"transit":{"qid":"Q249897","name":"Sidi Gaber railway station","mode":"rail","distanceM":644}},{"rank":8,"place_id":"gers:6c332be7-1996-4e4e-b91e-63b5b8665739","name":"Tint Beauty Lounge","category":"personal_or_beauty_service","address":"in front of engineers club, building, 323 Tag Al Rousae, al Nahas","sources":["meta","overture"],"providers":2,"confidence":0.947,"website":false,"phone":true,"michelin":false,"score":1.967,"percentile":66.67,"photo":null,"transit":null},{"rank":9,"place_id":"gers:748146b0-341a-4657-a55e-ac0dd6e27265","name":"Nouvel Age Clinic","category":"personal_or_beauty_service","address":"21 A Syria St., Roushdy, Mustafa Kamel WA Bolkli","sources":["meta","overture"],"providers":2,"confidence":0.903,"website":true,"phone":true,"michelin":false,"score":1.925,"percentile":61.9,"photo":null,"transit":null},{"rank":10,"place_id":"gers:c260b6b3-476b-4317-99a5-506eab351e9f","name":"Glow Beauty Clinics","category":"personal_or_beauty_service","address":"30 Syria street, Roushdy","sources":["meta","overture"],"providers":2,"confidence":0.954,"website":false,"phone":true,"michelin":false,"score":1.888,"percentile":57.14,"photo":null,"transit":null}]}