{"city":{"slug":"giza-eg","name":"Giza","country":"EG","country_name":"Egypt"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":34,"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:cc69ee2c-348f-4c87-8489-abf0c785a2a1","name":"مستشفى الرواد للعيون","category":"fashion_and_apparel_store","address":"29 Iran","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.43,"percentile":100,"photo":null,"transit":{"qid":"Q10275690","name":"Dokki","mode":"metro","distanceM":453}},{"rank":2,"place_id":"gers:a5ac016f-f93f-48ae-beb6-86047b545dab","name":"Dr. Khalil Eye Clinic","category":"fashion_and_apparel_store","address":"Saridar Clinic Bldng, 92 El Tahrir St برج ساريدار ٩٢ ش التحرير،, Al Doki","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.368,"percentile":96.97,"photo":null,"transit":{"qid":"Q10275690","name":"Dokki","mode":"metro","distanceM":186}},{"rank":3,"place_id":"gers:5d002072-d3cd-4943-bafc-ec6315df1fc6","name":"L'Azurde Mohandiseen Store","category":"fashion_and_apparel_store","address":"32 ش جزيرة العرب - المهندسين","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.276,"percentile":93.94,"photo":null,"transit":{"qid":"Q106678996","name":"Wadi El Nile","mode":"metro","distanceM":398}},{"rank":4,"place_id":"gers:a182e376-701b-4b86-8e78-8defe5492875","name":"Shaima Said Atelier","category":"fashion_and_apparel_store","address":"شارع محمد صبري أبو علم","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.264,"percentile":90.91,"photo":null,"transit":null},{"rank":5,"place_id":"gers:a0ed07ef-4ca9-4780-aa80-3652724668fa","name":"Al Hayat Eye Center","category":"fashion_and_apparel_store","address":"10 Abd El-Aziz Selim","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":2.259,"percentile":87.88,"photo":null,"transit":{"qid":"Q106678997","name":"Gamat El Dowal","mode":"metro","distanceM":572}},{"rank":6,"place_id":"gers:d6d76fb0-76ba-4508-a7ed-1c5ef7cdea2d","name":"D.Diamonds Jewelry","category":"fashion_and_apparel_store","address":"Build 9 street 256 behind maadi grand mall","sources":["meta","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.169,"percentile":84.85,"photo":null,"transit":null},{"rank":7,"place_id":"gers:e86ffae7-7c2b-45ac-b613-c1a64c2009e9","name":"Zegna Boutique","category":"fashion_and_apparel_store","address":"The First Mall, 35 Giza St","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.083,"percentile":81.82,"photo":null,"transit":null},{"rank":8,"place_id":"gers:64c8bb15-0673-4182-8674-8a8b5a499ebc","name":"Dodo Fashion - دودو فاشون","category":"fashion_and_apparel_store","address":"13B الثروة المعدنية","sources":["microsoft","overture"],"providers":2,"confidence":0.928,"website":true,"phone":true,"michelin":false,"score":2.028,"percentile":78.79,"photo":null,"transit":null},{"rank":9,"place_id":"gers:ccac6c41-3507-4761-b283-bb434a6d2d72","name":"Lc Waikiki","category":"fashion_and_apparel_store","address":"98 الهرم،","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":1.971,"percentile":75.76,"photo":null,"transit":null},{"rank":10,"place_id":"gers:f1d9298d-13bd-470b-b792-bdeb8d03b9b2","name":"Canali Boutique","category":"fashion_and_apparel_store","address":"Lebanon Street 45, \"English House","sources":["microsoft","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":1.965,"percentile":72.73,"photo":null,"transit":{"qid":"Q106678996","name":"Wadi El Nile","mode":"metro","distanceM":620}}]}