{"city":{"slug":"houston-us","name":"Houston","country":"US","country_name":"United States"},"category":{"key":"brewery","label":"Brewery","phrase":"breweries","family":"food_and_drink"},"candidates":49,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"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:00de2249-b29f-45da-980c-e521ea7b2d2b","name":"Bad Astronaut Brewing Co.","category":"brewery","address":"1519 Fulton St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.219,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:59ab64f8-adee-485c-94d9-9eca798503db","name":"Trilogy Brew","category":"brewery","address":"417 Gentry St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.208,"percentile":97.92,"photo":null,"transit":null},{"rank":3,"place_id":"gers:4b3ac2e2-2691-42a5-acb3-fd804ea938c2","name":"New Magnolia Brewing Co","category":"brewery","address":"1616 Bevis St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":95.83,"photo":null,"transit":null},{"rank":4,"place_id":"gers:73cb3a8e-7316-4948-9c71-69a3c4a2a51d","name":"Brash Brewing","category":"brewery","address":"510 W Crosstimbers St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":93.75,"photo":null,"transit":null},{"rank":5,"place_id":"gers:484d2851-a294-4d1a-a692-a010e07dc7bb","name":"True Anomaly Brewing Company","category":"brewery","address":"2012 Dallas St","sources":["brightquery","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":91.67,"photo":null,"transit":null},{"rank":6,"place_id":"gers:9973d951-20ab-47a4-a5eb-ee6c4cd402e6","name":"Walking Stick Brewing Company","category":"brewery","address":"956 Judiway St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":89.58,"photo":null,"transit":null},{"rank":7,"place_id":"gers:b9d9b184-d62b-46c2-b492-811654035dda","name":"Eureka Heights Brew Co","category":"brewery","address":"941 W 18th St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":87.5,"photo":null,"transit":null},{"rank":8,"place_id":"gers:42144d2a-de68-4e62-95e0-50536c251973","name":"H-Town Brewing Company","category":"brewery","address":"210 Glen Park St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":85.42,"photo":null,"transit":null},{"rank":9,"place_id":"gers:576966f9-cf05-4897-a5d9-9dc81aa750ab","name":"Equal Parts Brewing","category":"brewery","address":"3118 Harrisburg Blvd #108","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":83.33,"photo":null,"transit":null},{"rank":10,"place_id":"gers:80a8ef71-8575-4f7d-b88d-9667caba83a3","name":"Baileson Brewing Co.","category":"brewery","address":"2322 Bissonnet St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":81.25,"photo":null,"transit":null}]}