{"city":{"slug":"lima-pe","name":"Lima","country":"PE","country_name":"Peru"},"category":{"key":"electronics_store","label":"Electronics Store","phrase":"electronics shops","family":"shopping"},"candidates":11,"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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:a223bc1b-f66d-4141-b9f2-90057873c388","name":"Soporte Smart","category":"electronics_store","address":"Av. Paseo de la republica 475 C.C. Polvoz Azules Pasaje 10 Tienda 1 Block 14 - sotano Pasaje 10 Tienda 1 Block 14 - sotano","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":3.047,"percentile":100},{"rank":2,"place_id":"gers:0f87ee37-8678-4131-8871-7f4d4b977d8e","name":"Pin Up Girls Estudio Fotografico","category":"electronics_store","address":"C. Ramón Ribeyro 465","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":2.812,"percentile":90},{"rank":3,"place_id":"gers:93ff17c8-f222-4559-be65-ff7552eeac49","name":"LG Electronics Perú","category":"electronics_store","address":"LIMA, Av República de Colombia 791","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.761,"percentile":80},{"rank":4,"place_id":"gers:27383308-2045-4a5f-95eb-c6e38e5ccaa9","name":"Impresoras S.A.C.","category":"electronics_store","address":"calles las codornices 294","sources":["microsoft","overture"],"providers":2,"confidence":0.954,"website":true,"phone":true,"michelin":false,"score":2.716,"percentile":70},{"rank":5,"place_id":"gers:b0f9ddf7-a199-473d-a9b0-cab6d6155380","name":"LTR Electrónica S.A.","category":"electronics_store","address":"Jr, Jr. Dante 708","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.706,"percentile":60},{"rank":6,"place_id":"gers:0a610a4b-5872-451c-8c80-b56204ec81ca","name":"Hiraoka","category":"electronics_store","address":"Avenida Abancay 594","sources":["meta","overture"],"providers":2,"confidence":0.943,"website":true,"phone":true,"michelin":false,"score":2.611,"percentile":50},{"rank":7,"place_id":"gers:4beb3e7e-f636-4067-9802-ab0ad4f255e1","name":"Bitel Big Store","category":"electronics_store","address":"Jirón Ica 136","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.518,"percentile":40},{"rank":8,"place_id":"gers:1ec1ca8e-2f15-489a-95ba-777205b9e09a","name":"Deltron Group S.A.","category":"electronics_store","address":"Ca. Raúl Rebagliati 170","sources":["meta","overture"],"providers":2,"confidence":0.932,"website":true,"phone":true,"michelin":false,"score":2.508,"percentile":30},{"rank":9,"place_id":"gers:eb7603c8-22f0-414d-bbec-20d7c97011f4","name":"Importaciones Rubí","category":"electronics_store","address":"Jr. Leticia 630","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":2.494,"percentile":20},{"rank":10,"place_id":"gers:4a87662a-1de6-4efb-861a-8c03bb69e427","name":"Tecniservice Innovacion y Repuestos","category":"electronics_store","address":"Jr, San Diego 155","sources":["meta","overture"],"providers":2,"confidence":0.904,"website":true,"phone":true,"michelin":false,"score":2.235,"percentile":10}]}