{"city":{"slug":"beirut-lb","name":"Beirut","country":"LB","country_name":"Lebanon"},"category":{"key":"electronics_store","label":"Electronics Store","phrase":"electronics shops","family":"shopping"},"candidates":29,"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:f61646b6-0a93-471b-b543-0e67515d5875","name":"Ayoub Computers","category":"electronics_store","address":"Behind Pearl of Beirut Hotel, Michel Zakhour","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.594,"percentile":100,"photo":null,"transit":null,"url":"https://www.ayoubcomputers.com/","tel":"+9611855175"},{"rank":2,"place_id":"gers:d53ad2ed-cca5-46d7-bdc8-a485f5b34877","name":"iSTYLE Apple Premium Reseller - Beirut City Centre","category":"electronics_store","address":"Beirut City Center Mall","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.518,"percentile":96.43,"photo":null,"transit":null,"url":"http://www.istyle.com.lb/","tel":"01283989"},{"rank":3,"place_id":"gers:be164a4b-3bc1-45f7-a202-8e6a2df7ba18","name":"Viatek Home Appliances & Multimedia","category":"electronics_store","address":"Independence, President Elias Sarkis Ave","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.462,"percentile":92.86,"photo":null,"transit":null,"url":"https://viateklb.com/","tel":"+9613242100"},{"rank":4,"place_id":"gers:4f67cdda-0a49-493e-b011-fc7629ec3c24","name":"CompuWorld","category":"electronics_store","address":"VGMW+QXF شارع بربر أبو جودة, Industrial Area, Midan Street","sources":["microsoft","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.258,"percentile":89.29,"photo":null,"transit":null,"url":"http://www.diamond-lb.com/","tel":"01484847"},{"rank":5,"place_id":"gers:a43d2b3d-b8b9-4743-a9f5-f414f162abec","name":"Raef Hachache Technology","category":"electronics_store","address":"st . Daouk Bld, Sidani","sources":["meta","overture"],"providers":2,"confidence":0.954,"website":true,"phone":true,"michelin":false,"score":2.231,"percentile":85.71,"photo":null,"transit":null,"url":"http://www.hachache.com/","tel":"+9613008336"},{"rank":6,"place_id":"gers:e1fc3dba-a4c0-4f46-9521-108e68c0fdb4","name":"961Souq","category":"electronics_store","address":"Zalka High Way Facing white Tower hotel Ground Floor, Zalka","sources":["microsoft","overture"],"providers":2,"confidence":0.947,"website":true,"phone":true,"michelin":false,"score":2.17,"percentile":82.14,"photo":null,"transit":null,"url":"https://961souq.com/","tel":"03276879"},{"rank":7,"place_id":"gers:ebd7ce62-1827-424b-acd9-3e66ecf0ce29","name":"z.cell","category":"electronics_store","address":"Elie street, Kfarchima","sources":["meta","overture"],"providers":2,"confidence":0.936,"website":true,"phone":true,"michelin":false,"score":2.087,"percentile":78.57,"photo":null,"transit":null,"url":"https://zcellshop.com/","tel":"+9613508180"},{"rank":8,"place_id":"gers:bb3bc39b-ea98-4e34-a01f-c957b4bb78a7","name":"iCall S.A.R.L","category":"electronics_store","address":"Sfeir - Near Al Oumara Bakery","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.057,"percentile":75,"photo":null,"transit":null,"url":"https://icall.com.lb/","tel":"+9611541192"},{"rank":9,"place_id":"gers:650796c9-b68d-46a9-a771-9281fc5c4d86","name":"Najjar Stores","category":"electronics_store","address":"","sources":["meta","overture"],"providers":2,"confidence":0.932,"website":true,"phone":true,"michelin":false,"score":2.054,"percentile":71.43,"photo":null,"transit":null,"url":"http://najjarstores.com/","tel":"+96171496049"},{"rank":10,"place_id":"gers:2301ba77-2d64-4e32-a8a4-ec1c5724c359","name":"feghali telecom","category":"electronics_store","address":"","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":2.043,"percentile":67.86,"photo":null,"transit":null,"url":"https://www.feghalitelecom.com/","tel":"+9611292927"}]}