{"city":{"slug":"alexandria-eg","name":"Alexandria","country":"EG","country_name":"Egypt"},"category":{"key":"hardware_home_and_garden_store","label":"Hardware Home and Garden Store","phrase":"hardware, home and garden shops","family":"shopping"},"candidates":18,"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:ca5c4d6c-c4eb-45d3-8a5d-b11847e88ad1","name":"GLC Paints Showroom - El Lotus","category":"hardware_home_and_garden_store","address":"ش امين حسونة - برج البنا السيوف شماعة - أمام بنك القاهرة - الاسكندرية","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.424,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:90e2b177-d327-4339-bf5b-a3b370242eac","name":"GLC Paints Showroom - El Anwaar","category":"hardware_home_and_garden_store","address":"40 ش البيطاش الرئيسى أمام الأندلس و الحجاز - الاسكندرية","sources":["microsoft","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.354,"percentile":94.12,"photo":null,"transit":null},{"rank":3,"place_id":"gers:9eaf46a2-33db-4684-9f81-6fbd328b3cbc","name":"GLC Paints Showroom - El Adawy","category":"hardware_home_and_garden_store","address":"ك16 طريق اسكندرية مطروح - الهانوفيل - الدرايسه","sources":["microsoft","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.349,"percentile":88.24,"photo":null,"transit":null},{"rank":4,"place_id":"gers:99c581e8-413c-405f-b855-7a7266ef99ab","name":"GLC Paints Showroom - Mahmoud Lotfy","category":"hardware_home_and_garden_store","address":"ابيس القومية - الاسكندريه","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.215,"percentile":82.35,"photo":null,"transit":null},{"rank":5,"place_id":"gers:3ec94063-b785-466c-84a0-8b6e39305a1c","name":"GLC Paints Showroom - El Saleheen","category":"hardware_home_and_garden_store","address":"كيلو 21 العجمي - مدخل شاطئ النخيل - الأسكندرية","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.215,"percentile":76.47,"photo":null,"transit":null},{"rank":6,"place_id":"gers:554d2898-f5a6-42fd-a2b8-60f6c01b762a","name":"GLC Paints Showroom - Al Kassem","category":"hardware_home_and_garden_store","address":"15 ش محمد حسين - متفرع من ش خالد بن الوليد, سيدي بشر","sources":["microsoft","overture"],"providers":2,"confidence":0.961,"website":true,"phone":true,"michelin":false,"score":2.18,"percentile":70.59,"photo":null,"transit":null},{"rank":7,"place_id":"gers:effa7ebc-bdc7-4afc-a564-325be09e1750","name":"Antique Taste","category":"hardware_home_and_garden_store","address":"69 Alnaby Danyal st, Al Mesallah Gharb WA Sharif Basha, Al Attarin","sources":["microsoft","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":1.979,"percentile":64.71,"photo":null,"transit":null},{"rank":8,"place_id":"gers:e94a4ec8-239f-4597-ae5b-9a81e5a63a0c","name":"Zahran store Roshdy","category":"hardware_home_and_garden_store","address":"El Moaskar El Romany St, El Moaskar El Romany St, Rousdy, Alexandria Governorate","sources":["microsoft","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":1.977,"percentile":58.82,"photo":null,"transit":null},{"rank":9,"place_id":"gers:3c1bf156-e71d-49c8-a818-b7d534ce2445","name":"El Atrouche Furniture الأطروش","category":"hardware_home_and_garden_store","address":"55 طريق الحرية","sources":["meta","overture"],"providers":2,"confidence":0.932,"website":true,"phone":true,"michelin":false,"score":1.973,"percentile":52.94,"photo":null,"transit":{"qid":"Q958574","name":"Alexandria railway station","mode":"rail","distanceM":501}},{"rank":10,"place_id":"gers:c68d3f79-dbd3-4980-98ee-d132b700099b","name":"GLC Paints Showroom - Salooma For Decoration","category":"hardware_home_and_garden_store","address":"قرية طيبه 1 - امام المدرسة الثانوية بالنهضة","sources":["microsoft","overture"],"providers":2,"confidence":0.93,"website":true,"phone":true,"michelin":false,"score":1.957,"percentile":47.06,"photo":null,"transit":null}]}