{"city":{"slug":"dallas-us","name":"Dallas","country":"US","country_name":"United States"},"category":{"key":"electronics_store","label":"Electronics Store","phrase":"electronics shops","family":"shopping"},"candidates":891,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"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.","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:70f0d112-5824-4e46-b8f0-2d3c5bb36880","name":"ZAGG Stonebriar Mall","category":"electronics_store","address":"2601 Preston Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.536,"percentile":100,"photo":null,"transit":null,"url":"https://www.zaggfranchise.com/stonebriar-mall-tx/","tel":"+12149704741"},{"rank":2,"place_id":"gers:a45eb899-e731-413c-bc7e-46d9f55d2a23","name":"Bonnie and Clyde Car Stereo","category":"electronics_store","address":"11311 Harry Hines Blvd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.536,"percentile":99.89,"photo":null,"transit":{"qid":"Q7374378","name":"Royal Lane","mode":"rail","distanceM":384},"url":"http://www.bncstereo.com/","tel":"+19722411187"},{"rank":3,"place_id":"gers:f91a0b83-bfd9-42f9-9af1-60bfa750c0fc","name":"The Phone Box Cell Phone Gadget Electronic Repair Buy/sell","category":"electronics_store","address":"2810 E Trinity Mills Rd  Ste 129","sources":["brightquery","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.532,"percentile":99.78,"photo":null,"transit":null,"url":"https://www.phoneboxstore.com","tel":"14697562087"},{"rank":4,"place_id":"gers:f31e3256-741a-4ca8-87d4-f309261cc4a3","name":"Wireless Doctor","category":"electronics_store","address":"1108 N Josey Ln #108","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.529,"percentile":99.66,"photo":null,"transit":null,"url":"http://www.wirelessdoctortx.com/","tel":"+19727987798"},{"rank":5,"place_id":"gers:759f0fea-c96e-4546-9b1e-08993ca22cc3","name":"Crown Audio Video","category":"electronics_store","address":"4253 Kellway Cir","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.528,"percentile":99.55,"photo":null,"transit":null,"url":"http://www.crownaudiovideoinc.com/","tel":"+12143779434"},{"rank":6,"place_id":"gers:ef3a134e-9365-4e41-a4b0-314c1c9fa65d","name":"Image Retrieval, Inc","category":"electronics_store","address":"3620 N Josey Ln  Ste 103","sources":["brightquery","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.524,"percentile":99.44,"photo":null,"transit":null,"url":"http://www.iiri.com","tel":"19724920930"},{"rank":7,"place_id":"gers:fd8ef76a-445c-47e4-86b9-1cdcba1ee5b3","name":"Cinematech Home Theater Seating, Design, & Showroom","category":"electronics_store","address":"4319 Lindbergh Dr","sources":["brightquery","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.521,"percentile":99.33,"photo":null,"transit":{"qid":"Q4681298","name":"Addison station","mode":"rail","distanceM":734},"url":"https://www.mycinematech.com","tel":"19723811071"},{"rank":8,"place_id":"gers:bb4ebb1f-8992-4a52-9019-c021ee0bbd86","name":"The Steele Shop","category":"electronics_store","address":"2323 Tarpley Rd #108","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.518,"percentile":99.21,"photo":null,"transit":null,"url":"http://thesteeleshop.com/","tel":"+19724788000"},{"rank":9,"place_id":"gers:c6ab3a86-98cc-4e97-932d-31128fc460a6","name":"Highlife Audio Fabrication","category":"electronics_store","address":"9959 Royal Ln  Ste 1","sources":["brightquery","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.517,"percentile":99.1,"photo":null,"transit":null,"url":"https://highlife-audio-fabrication.business.site","tel":"14694668060"},{"rank":10,"place_id":"gers:353341b7-53cb-4f36-9a5e-26f68ba132c9","name":"Techrack Systems","category":"electronics_store","address":"11615 Forest Central Dr  Ste 118","sources":["brightquery","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.516,"percentile":98.99,"photo":null,"transit":null,"url":"https://www.techrack.com","tel":"18882663577"}]}