{"city":{"slug":"singapore-sg","name":"Singapore","country":"SG","country_name":"Singapore"},"category":{"key":"personal_care_and_beauty_store","label":"Personal Care and Beauty Store","phrase":"personal care and beauty shops","family":"shopping"},"candidates":113,"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:b79835ff-af48-4cca-a013-73048fdc57ad","name":"Chanel Shilla Beauty Boutique","category":"personal_care_and_beauty_store","address":"80 Airport Blvd.","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.532,"percentile":100,"photo":null,"transit":{"qid":"Q3268527","name":"Changi Airport MRT station","mode":"metro","distanceM":265}},{"rank":2,"place_id":"gers:2435345f-adf3-4e89-8117-cfa8b8815dd5","name":"Paragon Traders","category":"personal_care_and_beauty_store","address":"254 Middle Rd","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.519,"percentile":99.11,"photo":null,"transit":{"qid":"Q4886965","name":"Bencoolen MRT station","mode":"metro","distanceM":308}},{"rank":3,"place_id":"gers:7316aeb4-c630-4e8e-bf0d-9bd067d5b123","name":"innisfree Takashimaya","category":"personal_care_and_beauty_store","address":"391 Orchard Rd, #B2-35","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.505,"percentile":98.21,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":358}},{"rank":4,"place_id":"gers:d848c6a4-463e-40b1-8fb1-80b4751424ee","name":"Sifr Aromatics","category":"personal_care_and_beauty_store","address":"42 Arab St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.483,"percentile":97.32,"photo":null,"transit":{"qid":"Q3268537","name":"Bugis MRT station","mode":"metro","distanceM":390}},{"rank":5,"place_id":"gers:2ed32d2f-37c3-4fc3-b696-5bf25fb09717","name":"Jasina Cosmetics","category":"personal_care_and_beauty_store","address":"High Street Centre, 1 North Bridge Rd","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.366,"percentile":96.43,"photo":null,"transit":{"qid":"Q2012051","name":"Clarke Quay MRT station","mode":"metro","distanceM":383}},{"rank":6,"place_id":"gers:8c0dd4c5-0c65-46b5-9b32-11019ca7652f","name":"Venus Beauty","category":"personal_care_and_beauty_store","address":"Toa Payoh Central, 183","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.334,"percentile":95.54,"photo":null,"transit":{"qid":"Q2672672","name":"Toa Payoh MRT station","mode":"metro","distanceM":117}},{"rank":7,"place_id":"gers:84706239-3ee7-460f-adbe-69dad170b193","name":"Amaris, Paragon","category":"personal_care_and_beauty_store","address":"290 Orchard Rd, #03-10/11","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":2.306,"percentile":94.64,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":454}},{"rank":8,"place_id":"gers:72bf3082-1e5a-4588-9e67-05e5c41b91a2","name":"Amaffi Perfume House - Singapore Boutique","category":"personal_care_and_beauty_store","address":"The Shoppes at Marina Bay Sands # B2M-242/243","sources":["microsoft","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.273,"percentile":93.75,"photo":null,"transit":{"qid":"Q1106644","name":"Bayfront MRT station","mode":"metro","distanceM":152}},{"rank":9,"place_id":"gers:56614196-175e-421e-a40b-72d8e670cf01","name":"Ingenious Beauty","category":"personal_care_and_beauty_store","address":"545 Orchard Rd, B1-04 far east shopping centre","sources":["meta","overture"],"providers":2,"confidence":0.957,"website":true,"phone":true,"michelin":false,"score":2.268,"percentile":92.86,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":310}},{"rank":10,"place_id":"gers:16f18785-661f-4483-adb3-38adb44c979f","name":"Sulwhasoo","category":"personal_care_and_beauty_store","address":"2 Orchard Turn, #B2-02","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":91.96,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":94}}]}