{"city":{"slug":"osaka-jp","name":"Osaka","country":"JP","country_name":"Japan"},"category":{"key":"vehicle_dealer","label":"Vehicle Dealer","phrase":"vehicle dealers","family":"shopping"},"candidates":142,"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.","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:fb0f8ddf-ed90-40fb-83d7-3bc9ba7483ba","name":"レッドバロン池田","category":"vehicle_dealer","address":"木部町143-1","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.166,"percentile":100,"photo":null,"transit":{"qid":"Q6414428","name":"Kinunobebashi Station","mode":"rail","distanceM":370}},{"rank":2,"place_id":"gers:9d163935-fda7-4534-bee6-29739e3911a3","name":"レッドバロン高井田","category":"vehicle_dealer","address":"高井田 28-14","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.166,"percentile":99.29,"photo":null,"transit":{"qid":"Q126027","name":"Takaida Station","mode":"metro","distanceM":32}},{"rank":3,"place_id":"gers:b89032a2-bcb2-4a32-8756-17c2e05d7256","name":"レッドバロン寝屋川","category":"vehicle_dealer","address":"仁和寺町31-46","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":98.58,"photo":null,"transit":null},{"rank":4,"place_id":"gers:e7298b38-78b1-4ecd-aa5e-b7dde21abeee","name":"有限会社タイガーオート","category":"vehicle_dealer","address":"天王寺区下寺町2-4-35","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":97.87,"photo":null,"transit":{"qid":"Q83603","name":"Shitennōji-mae Yūhigaoka Station","mode":"metro","distanceM":396}},{"rank":5,"place_id":"gers:6e1a169a-533f-4032-a60c-c7651af63f6f","name":"レッドバロン吹田本店","category":"vehicle_dealer","address":"原町4丁目1-16","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":97.16,"photo":null,"transit":{"qid":"Q106225380","name":"Suita Freight Terminal","mode":"rail","distanceM":428}},{"rank":6,"place_id":"gers:4c099985-c783-4556-8360-b40ee7dbfc55","name":"レッドバロン大阪城東","category":"vehicle_dealer","address":"城東区古市 3丁目16-10","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":96.45,"photo":null,"transit":{"qid":"Q180443","name":"Shimmori-Furuichi Station","mode":"metro","distanceM":98}},{"rank":7,"place_id":"gers:c79037a3-3cfa-4c82-a2af-80eee902fdfe","name":"モトラッドミツオカ堺","category":"vehicle_dealer","address":"3-32-8","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":95.74,"photo":null,"transit":{"qid":"Q2084907","name":"Kitahanada Station","mode":"metro","distanceM":494}},{"rank":8,"place_id":"gers:363227f5-1b6c-4a62-badd-5e8e9faf954a","name":"ドゥカティ大阪箕面","category":"vehicle_dealer","address":"西宿2丁目1-7","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.164,"percentile":95.04,"photo":null,"transit":{"qid":"Q11503900","name":"Minoh-kayano Station","mode":"rail","distanceM":191}},{"rank":9,"place_id":"gers:78ac8a4d-dafa-4914-b039-0d7e1282024c","name":"SBS ホクブ","category":"vehicle_dealer","address":"2 Chome-17-18 Makiochi","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.163,"percentile":94.33,"photo":null,"transit":{"qid":"Q1702756","name":"Makiochi Station","mode":"rail","distanceM":520}},{"rank":10,"place_id":"gers:d588fa78-680f-430a-b0df-4ead82198477","name":"Harley Davidson Osaka","category":"vehicle_dealer","address":"4 Chome-6-2 Fukushima","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.162,"percentile":93.62,"photo":null,"transit":{"qid":"Q1073002","name":"Shin-Fukushima Station","mode":"rail","distanceM":191}}]}