{"city":{"slug":"sofia-bg","name":"Sofia","country":"BG","country_name":"Bulgaria"},"category":{"key":"electronics_store","label":"Electronics Store","phrase":"electronics shops","family":"shopping"},"candidates":65,"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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:48f2908d-04ea-4792-82b5-69f013bc671b","name":"Техномаркет Мол София - Technomarket Mall of Sofia","category":"electronics_store","address":"Булевард Александър Стамболийски 101а","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.394,"percentile":100},{"rank":2,"place_id":"gers:fda7a259-fa6b-4be7-86c6-2acecd6c3b57","name":"Техномаркет РИНГ МОЛ","category":"electronics_store","address":"Улица Околовръстен път 214","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.393,"percentile":98.44},{"rank":3,"place_id":"gers:b87b9545-e6fc-411a-b6a3-d1d86d4090ef","name":"Техномаркет Цариградско шосе","category":"electronics_store","address":"Булевард Цариградско шосе 92","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.393,"percentile":96.88},{"rank":4,"place_id":"gers:e036509c-6898-4994-a89c-aeac477f7523","name":"iSTYLE | Apple Premium Reseller | Paradise","category":"electronics_store","address":"Paradise Center, Blvd. Cherni vrah 100, ниво 0","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.368,"percentile":95.31},{"rank":5,"place_id":"gers:ba5ffc4e-d381-4b42-86c3-20c0a3d1a84f","name":"iSTYLE | Apple Premium Reseller | Vitosha","category":"electronics_store","address":"Vitosha Blvd 25","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.367,"percentile":93.75},{"rank":6,"place_id":"gers:8860394c-4e0c-4a15-91c9-48136c030290","name":"Most Computers","category":"electronics_store","address":"Boulevard Shipchenski Prohod","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.311,"percentile":92.19},{"rank":7,"place_id":"gers:da446ed6-9940-4434-93b1-d6070da4ac00","name":"Арбикас - Офис техника и Консумативи","category":"electronics_store","address":"жк Младост 1 52","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.302,"percentile":90.63},{"rank":8,"place_id":"gers:e2467383-bb4e-41a9-8fe6-883120728c08","name":"DJ Shop","category":"electronics_store","address":"Pernik St 117","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.26,"percentile":89.06},{"rank":9,"place_id":"gers:ee8d90bd-a440-487c-bd45-5e0205fe2192","name":"Компютърен Център Вега","category":"electronics_store","address":"Младост 1А, блок 535","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.23,"percentile":87.5},{"rank":10,"place_id":"gers:3687f09b-695d-41c9-9270-169a293700c8","name":"Photosynthesis","category":"electronics_store","address":"Vasil Levski Blvd 57","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.226,"percentile":85.94}]}