{"city":{"slug":"osaka-jp","name":"Osaka","country":"JP","country_name":"Japan"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":82,"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:aabe6b9d-a520-43d7-882b-8a62061ef351","name":"オートバックス東大阪店","category":"vehicle_parts_store","address":"南郷町3-37","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.175,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:a477fdd1-2121-4c06-bc9b-87c97718a0e6","name":"オートバックス 牧落店","category":"vehicle_parts_store","address":"牧落3丁目20-48","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.174,"percentile":98.77,"photo":null,"transit":{"qid":"Q1702756","name":"Makiochi Station","mode":"rail","distanceM":617}},{"rank":3,"place_id":"gers:dd3bfb03-07b9-4de7-8958-05a8495c7c18","name":"オートバックス摂津店","category":"vehicle_parts_store","address":"鳥飼上3丁目20-21","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.174,"percentile":97.53,"photo":null,"transit":null},{"rank":4,"place_id":"gers:13dbd614-f77b-4810-a761-e27e980b34f9","name":"オートバックス門真店","category":"vehicle_parts_store","address":"柳田町5-6","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.174,"percentile":96.3,"photo":null,"transit":{"qid":"Q1027543","name":"Furukawabashi Station","mode":"rail","distanceM":731}},{"rank":5,"place_id":"gers:74d8ad6b-344d-4fa1-b7b0-c23746c36059","name":"オートバックス・千里丘店","category":"vehicle_parts_store","address":"千里丘2丁目14-7","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.173,"percentile":95.06,"photo":null,"transit":{"qid":"Q59511","name":"Senrioka Station","mode":"rail","distanceM":387}},{"rank":6,"place_id":"gers:4507d672-69ef-4200-8a0c-f927e6480655","name":"オートバックス・なにわ店","category":"vehicle_parts_store","address":"浪速区桜川3丁目8-20","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.173,"percentile":93.83,"photo":null,"transit":{"qid":"Q7497881","name":"Shiomibashi Station","mode":"rail","distanceM":55}},{"rank":7,"place_id":"gers:24bb06dd-4591-445b-9bed-5c806e2ddb93","name":"オートバックス仁和寺","category":"vehicle_parts_store","address":"大阪府寝屋川市仁和寺町３２−３４","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.173,"percentile":92.59,"photo":null,"transit":null},{"rank":8,"place_id":"gers:8718d8e9-f082-43f6-ab17-9beacb24f256","name":"スーパーオートバックス 豊中庄内","category":"vehicle_parts_store","address":"島江町1丁目1-7","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.173,"percentile":91.36,"photo":null,"transit":null},{"rank":9,"place_id":"gers:2d04f51f-f55f-4b2e-b706-c79f24eff407","name":"スーパーオートバックス布施高井田","category":"vehicle_parts_store","address":"高井田本通4丁目2-5","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.166,"percentile":90.12,"photo":null,"transit":{"qid":"Q126027","name":"Takaida Station","mode":"metro","distanceM":779}},{"rank":10,"place_id":"gers:8888816b-9d29-44bb-bc18-fb017ee5986b","name":"オートバックス住之江店","category":"vehicle_parts_store","address":"住之江区北加賀屋3丁目1-63","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":88.89,"photo":null,"transit":{"qid":"Q126335","name":"Kitakagaya Station","mode":"metro","distanceM":501}}]}