{"city":{"slug":"perth-au","name":"Perth","country":"AU","country_name":"Australia"},"category":{"key":"brewery","label":"Brewery","phrase":"breweries","family":"food_and_drink"},"candidates":52,"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:2bf37430-9afb-4894-8df0-5777b6a85c64","name":"The Generous Squire","category":"brewery","address":"397 Murray St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":100,"photo":null,"transit":{"qid":"Q52835310","name":"Perth Underground railway station","mode":"rail","distanceM":396},"url":"http://www.thegeneroussquire.com.au","tel":"+61863117071"},{"rank":2,"place_id":"gers:78a5c0d7-f75d-4863-bc8f-fac379091f21","name":"Swan Valley Brewery","category":"brewery","address":"518 Great Northern Hwy","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.143,"percentile":98.04,"photo":null,"transit":null,"url":"https://swanvalleybrewery.com.au/","tel":"+61892506035"},{"rank":3,"place_id":"gers:b1f6161b-33ce-4588-9481-322733ec2245","name":"Homestead Brewery","category":"brewery","address":"10 Harris Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.141,"percentile":96.08,"photo":null,"transit":null,"url":"https://www.mandoonestate.com.au","tel":"+61862790500"},{"rank":4,"place_id":"gers:ec6b9f4f-46c0-4e87-b8d0-e31fcbad44f2","name":"Seasonal Brewing Co.","category":"brewery","address":"175 Guildford Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.14,"percentile":94.12,"photo":null,"transit":{"qid":"Q6797333","name":"Maylands railway station","mode":"rail","distanceM":237},"url":"https://bio.site/seasonalbrewing","tel":"+61466655118"},{"rank":5,"place_id":"gers:bd218c47-a746-403b-bce5-049145fd486b","name":"Duckstein Brewery","category":"brewery","address":"9720 W Swan Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.132,"percentile":92.16,"photo":null,"transit":null,"url":"http://www.duckstein.com.au/","tel":"+61892961931"},{"rank":6,"place_id":"gers:9aace385-1939-4734-a3ba-7d4f34bc35d1","name":"Impi Brewers","category":"brewery","address":"29/51 Lancaster Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.128,"percentile":90.2,"photo":null,"transit":null,"url":"http://www.impibrewers.com.au/","tel":"+61491365140"},{"rank":7,"place_id":"gers:c19bc53d-5ca7-4d5c-82aa-4f27bf2c3e9c","name":"Boston Brewing Co Vic Park","category":"brewery","address":"660 Albany Hwy","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.128,"percentile":88.24,"photo":null,"transit":{"qid":"Q6495921","name":"Lathlain railway station","mode":"rail","distanceM":759},"url":"https://summerhoney.com.au/","tel":"+61892530894"},{"rank":8,"place_id":"gers:189aad70-91e6-4657-9f04-f16fa60e2406","name":"Whitfords Brewing Company","category":"brewery","address":"Dining & Entertainment Hub Westfield Whitford City","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.127,"percentile":86.27,"photo":null,"transit":null,"url":"http://www.whitfordsbrewingco.com.au/","tel":"+61893082133"},{"rank":9,"place_id":"gers:d6a85ef1-393e-48d1-83da-99c3fd15858e","name":"Bright Tank Brewing Co","category":"brewery","address":"100 Brown St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.127,"percentile":84.31,"photo":null,"transit":{"qid":"Q5125409","name":"Claisebrook railway station","mode":"rail","distanceM":244},"url":"http://www.brighttankbrewing.com.au","tel":"+61400961182"},{"rank":10,"place_id":"gers:8d67724e-5815-4178-a476-1f638fc1a81f","name":"Otherside Brewhouse","category":"brewery","address":"Blaikie St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.126,"percentile":82.35,"photo":null,"transit":null,"url":"https://www.othersidebrewing.com.au","tel":"+61893362837"}]}