{"city":{"slug":"belo-horizonte-br","name":"Belo Horizonte","country":"BR","country_name":"Brazil"},"category":{"key":"specialty_store","label":"Specialty Store","phrase":"specialty shops","family":"shopping"},"candidates":110,"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:c7debe12-1748-4781-bd66-c5cbd60fd3c8","name":"Isoporlândia","category":"specialty_store","address":"R. dos Tamóios, 890","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.369,"percentile":100,"photo":null,"transit":{"qid":"Q10276103","name":"Rodoviária","mode":"metro","distanceM":625}},{"rank":2,"place_id":"gers:7d88d635-bfe0-44eb-b49f-4336e9c40c37","name":"Audionova Aparelhos Auditivos em Belo Horizonte - Savassi","category":"specialty_store","address":"Rua Alagoas, 1005, 1,2 e 3 - Savassi","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.356,"percentile":99.08,"photo":null,"transit":null},{"rank":3,"place_id":"gers:e610390b-7c27-455b-9715-515bf9e3b776","name":"Ambiente Festas","category":"specialty_store","address":"Av. Pres. Tancredo Neves, 3181","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.341,"percentile":98.17,"photo":null,"transit":null},{"rank":4,"place_id":"gers:8d508f89-e986-410d-a8a9-b4a86485752f","name":"Aparelhos Auditivos Audium - Belo Horizonte (Barreiro) - Phonak","category":"specialty_store","address":"Rua Des. Ribeiro da Luz 363","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.326,"percentile":97.25,"photo":null,"transit":null},{"rank":5,"place_id":"gers:110f0b07-8e64-471a-b678-7699e50c30ef","name":"1001 Festas Contorno","category":"specialty_store","address":"Av. do Contorno, 10655","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.321,"percentile":96.33,"photo":null,"transit":{"qid":"Q10275631","name":"Carlos Prates Station","mode":"metro","distanceM":281}},{"rank":6,"place_id":"gers:847eb4e6-124b-4c68-9c9f-4b3a766a9bff","name":"Júnior Festas","category":"specialty_store","address":"R. Platina, 481","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.308,"percentile":95.41,"photo":null,"transit":null},{"rank":7,"place_id":"gers:a2f696fb-13e5-424a-a2f7-678e44fee654","name":"Cirúrgica Santa Efigênia","category":"specialty_store","address":"Av. Bernardo Monteiro, 806","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.302,"percentile":94.5,"photo":null,"transit":null},{"rank":8,"place_id":"gers:bcfc9237-d5c6-439b-9526-0af94203f8e8","name":"Cirúrgica Eldorado","category":"specialty_store","address":"R. Abricós, 104","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.3,"percentile":93.58,"photo":null,"transit":{"qid":"Q10275727","name":"Eldorado Station","mode":"metro","distanceM":750}},{"rank":9,"place_id":"gers:101f9675-175d-4ea3-8fd1-ad27fd8986bb","name":"Só Marcas Outlet Mall","category":"specialty_store","address":"Av. Cardeal Eugênio Pacelli, 1336","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.28,"percentile":92.66,"photo":null,"transit":null},{"rank":10,"place_id":"gers:623b138b-cf28-4b07-8a49-0eef63c60ec9","name":"Audiviva","category":"specialty_store","address":"Rua Ceará 161, sl. 405","sources":["microsoft","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.211,"percentile":91.74,"photo":null,"transit":{"qid":"Q18638234","name":"Santa Efigênia Station","mode":"metro","distanceM":497}}]}