{"city":{"slug":"surabaya-id","name":"Surabaya","country":"ID","country_name":"Indonesia"},"category":{"key":"personal_care_and_beauty_store","label":"Personal Care and Beauty Store","phrase":"personal care and beauty shops","family":"shopping"},"candidates":11,"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:4e4aae68-89a5-485c-8995-3e9d53f00241","name":"Klinik Cantik Barata Jaya","category":"personal_care_and_beauty_store","address":"Jalan Barata Jaya XII 38","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.532,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f94625bc-91b9-48d6-ae18-dfaa2640eaa2","name":"Jayanata Beauty Plaza","category":"personal_care_and_beauty_store","address":"Jl. Mawar No.4-6","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.515,"percentile":90,"photo":null,"transit":null},{"rank":3,"place_id":"gers:812e95d2-8c1c-4c50-8841-1360df83b03c","name":"ALVIAN COLLECTION( pusat nya partai/eceran parfum dan botol terlengkap)","category":"personal_care_and_beauty_store","address":"Jl. Panggung No.52","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.371,"percentile":80,"photo":null,"transit":null},{"rank":4,"place_id":"gers:ebb09785-4603-4825-9896-ee8d133eb10e","name":"Toko Putri Jaya Kosmetik","category":"personal_care_and_beauty_store","address":"Jl. Raya Gempol - Malang No.22","sources":["meta","overture"],"providers":2,"confidence":0.942,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":70,"photo":null,"transit":null},{"rank":5,"place_id":"gers:773e3520-1a46-484a-b513-696cafa1b0ae","name":"Rich Perfumery","category":"personal_care_and_beauty_store","address":"Pakuwon Trade Center Lantai UG Blok E9 28, Jalan Raya Indah Jl. Raya Lontar No.2","sources":["meta","overture"],"providers":2,"confidence":0.919,"website":true,"phone":true,"michelin":false,"score":2.076,"percentile":60,"photo":null,"transit":null},{"rank":6,"place_id":"gers:8405fb75-896d-4fdb-82f6-e8fe9a221d57","name":"Salon Andalas Gresik","category":"personal_care_and_beauty_store","address":"Jl. Palem, RT.01/RW.07","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":false,"phone":true,"michelin":false,"score":1.794,"percentile":50,"photo":null,"transit":null},{"rank":7,"place_id":"gers:93d29b74-1b1c-4d49-8cf5-de134b5964ac","name":"YN Perfumery Tunjungan Plaza 3","category":"personal_care_and_beauty_store","address":"Tunjungan plaza, Mal 3, Jl. Basuki Rahmat 60261 No.8-12 lantai 4","sources":["meta","overture"],"providers":2,"confidence":0.914,"website":true,"phone":false,"michelin":false,"score":1.543,"percentile":40,"photo":null,"transit":null},{"rank":8,"place_id":"gers:e4d2d905-9c06-46c3-b128-450631274a0a","name":"Innisfree","category":"personal_care_and_beauty_store","address":"Jalan Mayjen Yono Suwoyo 2","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":false,"phone":true,"michelin":false,"score":1.415,"percentile":30,"photo":null,"transit":null},{"rank":9,"place_id":"gers:43929064-8f0d-4548-91c8-3c252d6f4538","name":"HDI Learning Center","category":"personal_care_and_beauty_store","address":"Blok K-1C Komplek Ruko, Jl. Perum Pondok Mutiara Jl. Pahlawan","sources":["meta","overture"],"providers":2,"confidence":0.902,"website":false,"phone":true,"michelin":false,"score":1.412,"percentile":20,"photo":null,"transit":null},{"rank":10,"place_id":"gers:eb4b2f29-87aa-49f1-8c99-fc57e8dc523f","name":"L'OCCITANE en Provence","category":"personal_care_and_beauty_store","address":"Jalan Dharmahusada Indah Timur 35","sources":["meta","overture"],"providers":2,"confidence":0.901,"website":false,"phone":true,"michelin":false,"score":0.968,"percentile":10,"photo":null,"transit":null}]}