{"city":{"slug":"melbourne-au","name":"Melbourne","country":"AU","country_name":"Australia"},"category":{"key":"travel_service","label":"Travel Service","phrase":"travel services","family":"travel_and_transportation"},"candidates":249,"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:727a87b9-7204-4a9e-b9bf-a765ac83f70f","name":"Flight Centre Ivanhoe","category":"travel_service","address":"198 Upper Heidelberg Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.26,"percentile":100,"photo":null,"transit":{"qid":"Q6098153","name":"Ivanhoe","mode":"rail","distanceM":182}},{"rank":2,"place_id":"gers:2b9c4942-bfce-473d-9778-fdd27f785220","name":"Flight Centre Malvern","category":"travel_service","address":"131 Glenferrie Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.257,"percentile":99.6,"photo":null,"transit":{"qid":"Q6745096","name":"Malvern","mode":"rail","distanceM":548}},{"rank":3,"place_id":"gers:9c0cec9a-cd6f-4d15-b10f-eacac8336793","name":"Flight Centre Kew","category":"travel_service","address":"171 High St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.257,"percentile":99.19,"photo":null,"transit":{"qid":"Q6397910","name":"Kew railway station, Melbourne","mode":"rail","distanceM":279}},{"rank":4,"place_id":"gers:72e7c5ce-7e91-4b97-bdeb-423705728866","name":"Flight Centre Yarraville","category":"travel_service","address":"20 Anderson St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.256,"percentile":98.79,"photo":null,"transit":{"qid":"Q8049547","name":"Yarraville","mode":"rail","distanceM":90}},{"rank":5,"place_id":"gers:c8e4560d-d94f-43e6-9771-adc7227ff42f","name":"Flight Centre Camberwell","category":"travel_service","address":"231 Camberwell Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.256,"percentile":98.39,"photo":null,"transit":{"qid":"Q5025070","name":"Camberwell","mode":"rail","distanceM":528}},{"rank":6,"place_id":"gers:992bcb65-3bfe-4933-bf53-066559f78f0d","name":"Flight Centre Brighton","category":"travel_service","address":"51 Church St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.255,"percentile":97.98,"photo":null,"transit":{"qid":"Q6841245","name":"Middle Brighton","mode":"rail","distanceM":227}},{"rank":7,"place_id":"gers:21047d03-3e0a-4a9d-9b51-1e25c9fe19ff","name":"Flight Centre Doncaster","category":"travel_service","address":"Shop 1122, Westfield Doncaster Shopping Centre, 619 Doncaster Road","sources":["microsoft","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.252,"percentile":97.58,"photo":null,"transit":null},{"rank":8,"place_id":"gers:83e93629-1433-4ad2-a685-82a9a570295b","name":"Helloworld Travel Eltham","category":"travel_service","address":"Shop 12/10-18 Arthur St","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.242,"percentile":97.18,"photo":null,"transit":{"qid":"Q5367805","name":"Eltham","mode":"rail","distanceM":205}},{"rank":9,"place_id":"gers:213f99a0-f025-40d3-9b67-22e8c2f600de","name":"East Ivanhoe Travel & Cruise","category":"travel_service","address":"231 Lower Heidelberg Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.242,"percentile":96.77,"photo":null,"transit":null},{"rank":10,"place_id":"gers:d2ba86d9-3b5c-449f-a05f-23175a2f1881","name":"Flight Centre St. James","category":"travel_service","address":"5/535 Bourke Street","sources":["microsoft","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.24,"percentile":96.37,"photo":null,"transit":{"qid":"Q5457040","name":"Flagstaff","mode":"rail","distanceM":461}}]}