{"city":{"slug":"sao-paulo-br","name":"São Paulo","country":"BR","country_name":"Brazil"},"category":{"key":"office_supply_store","label":"Office Supply Store","phrase":"office supply shops","family":"shopping"},"candidates":97,"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:750a5c9e-58ae-4a2c-9366-edb0185672ec","name":"Malhaplast Embalagens","category":"office_supply_store","address":"R. Ribeiro de Lima, 522","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.336,"percentile":100,"photo":null,"transit":{"qid":"Q3297457","name":"Estação Júlio Prestes","mode":"rail","distanceM":459}},{"rank":2,"place_id":"gers:928ecb80-e672-494a-b372-3d54ed74b4e9","name":"Papelaria LUPAPEL Ltda.","category":"office_supply_store","address":"Av. Dr. Augusto de Toledo, 902 / 916","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":98.96,"photo":null,"transit":null},{"rank":3,"place_id":"gers:18f16052-ff3a-4532-98a9-d7ee6996cb5e","name":"Modelar Vacuum Forming","category":"office_supply_store","address":"Rua Arireu 62","sources":["microsoft","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.324,"percentile":97.92,"photo":null,"transit":null},{"rank":4,"place_id":"gers:1210af2e-42d8-4e59-81d4-336baa1d549b","name":"Papelaria dos Estudantes","category":"office_supply_store","address":"Rua Giacinto Tognato, 521","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.322,"percentile":96.88,"photo":null,"transit":null},{"rank":5,"place_id":"gers:69f148bb-fcea-4584-a603-0e7bba8eee20","name":"Lepok Hardware and Supplies","category":"office_supply_store","address":"Av. Eng. Caetano Álvares, 5760","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.306,"percentile":95.83,"photo":null,"transit":null},{"rank":6,"place_id":"gers:93df84fb-f2e5-48cd-99ee-c0f152c41cfd","name":"Embalagens Bandeirantes","category":"office_supply_store","address":"R. Emir Macedo Nogueira, 198","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.29,"percentile":94.79,"photo":null,"transit":null},{"rank":7,"place_id":"gers:debb0aa7-532f-40d7-a989-592413db61b2","name":"Reynal Papeis","category":"office_supply_store","address":"Av. Dep. Emílio Carlos, 730","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.283,"percentile":93.75,"photo":null,"transit":null},{"rank":8,"place_id":"gers:0b4e084c-ae0e-43e0-9075-bb554ac2408f","name":"Reis Office","category":"office_supply_store","address":"Rua Francisco Antunes, 598","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.279,"percentile":92.71,"photo":null,"transit":null},{"rank":9,"place_id":"gers:a9117219-1013-4b63-b2f4-852312496f3d","name":"Seikomar Embalagens","category":"office_supply_store","address":"Rua Doutor Djalma Pinheiro Franco, 298","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.279,"percentile":91.67,"photo":null,"transit":null},{"rank":10,"place_id":"gers:3a6659f6-b79f-44fb-b052-18028a12151a","name":"Guarujá Bazar e Papelaria","category":"office_supply_store","address":"Av. Jabaquara, 524","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.276,"percentile":90.63,"photo":null,"transit":{"qid":"Q7239119","name":"Praça da Árvore","mode":"metro","distanceM":211}}]}