{"city":{"slug":"aurangabad-in","name":"Aurangabad","country":"IN","country_name":"India"},"category":{"key":"electronics_store","label":"Electronics Store","phrase":"electronics shops","family":"shopping"},"candidates":40,"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:58ad1bdf-ebc6-47ac-a9a0-8851c2746912","name":"Akshay Electronics and Mobiles","category":"electronics_store","address":"Main Road","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.448,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:b5728a06-ae2c-45b9-8bff-7aa222064e5b","name":"Croma - Seven Hills","category":"electronics_store","address":"Gr & 1st Flr, Hotel Atithi Building, Plot No C3, Town Centre, Cidco","sources":["microsoft","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.436,"percentile":97.44,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d550f1bd-f373-4bea-a8ed-5c7d682650bd","name":"Ashwini Mobile Gallery","category":"electronics_store","address":"New Mukundwadi Railway Station Rd, near Shivaji Maharaj Chowk","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":94.87,"photo":null,"transit":{"qid":"Q63355278","name":"Mukundwadi Halt railway station","mode":"rail","distanceM":512}},{"rank":4,"place_id":"gers:9f90979e-f22a-4f3b-8f6f-bb8a5e32098c","name":"Croma - Waluj","category":"electronics_store","address":"Plot No P142, Ground Floor, Midc Waluj, Ambedkar Chowk","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.332,"percentile":92.31,"photo":null,"transit":null},{"rank":5,"place_id":"gers:5e7c1d22-3ff6-46b4-872f-7bdfe4a5f0c6","name":"Vardhaman Photo Emporium","category":"electronics_store","address":"5/1-214 Nirala Bazaar Road","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":89.74,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a73168c7-3c4a-48f0-ac38-00313ba4d94f","name":"Samsung SmartCafé (Arun Electronics)","category":"electronics_store","address":"Shop No G 54, Ground Flr, Prozone Mall, Central Atrium, Api Corner, Jalna Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.296,"percentile":87.18,"photo":null,"transit":null},{"rank":7,"place_id":"gers:fc44346b-31dd-441c-b9e6-44aa2f960814","name":"Life Mobile","category":"electronics_store","address":"","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.241,"percentile":84.62,"photo":null,"transit":null},{"rank":8,"place_id":"gers:c45c7df2-26b3-4ea7-aa60-45cf63b80614","name":"INSPIRE (Apple Premium Reseller), Jalna Road","category":"electronics_store","address":"Sagar Trade Center, Opposite Akashwani, Jalna Road","sources":["microsoft","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.21,"percentile":82.05,"photo":null,"transit":null},{"rank":9,"place_id":"gers:6e7e4f0d-6ba8-44df-9c26-71b2fa85cbfd","name":"Livpure Authorised Dealer - Croma","category":"electronics_store","address":"Ground Floor, Prozone Mall, Airport Road, Midc, Chilkalthana","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":79.49,"photo":null,"transit":null},{"rank":10,"place_id":"gers:6726a3f1-330e-4bc3-8d0b-c7fc4b9e1a6f","name":"GP digital hub","category":"electronics_store","address":"Ahlyanager road \\n","sources":["meta","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.138,"percentile":76.92,"photo":null,"transit":null}]}