{"city":{"slug":"auckland-nz","name":"Auckland","country":"NZ","country_name":"New Zealand"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":901,"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:b45039ed-69d2-403b-aa19-f2f7011d620b","name":"Just Cuts St Lukes","category":"personal_or_beauty_service","address":"Westfield St Lukes, 80 St Lukes Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.268,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:97690eca-1a8d-4c1a-a1a3-242141ac72b0","name":"The Art Of Nails Ponsonby","category":"personal_or_beauty_service","address":"1-3 Cowan St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.267,"percentile":99.89,"photo":null,"transit":null},{"rank":3,"place_id":"gers:b167711b-67eb-46ec-b44e-ce5d79c541c5","name":"The Art of Nails Albany","category":"personal_or_beauty_service","address":"75A Corinthian Dr","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.266,"percentile":99.78,"photo":null,"transit":null},{"rank":4,"place_id":"gers:d6667e26-8bbd-48c4-9c91-1dc2261d7ce4","name":"Takapuna Family Barber & Hairdresser","category":"personal_or_beauty_service","address":"172 Hurstmere Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.266,"percentile":99.67,"photo":null,"transit":null},{"rank":5,"place_id":"gers:ba78a95c-dfe5-4b62-b188-04bb519094a0","name":"HairWork","category":"personal_or_beauty_service","address":"106c Carlton Gore Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.265,"percentile":99.56,"photo":null,"transit":{"qid":"Q7018570","name":"Newmarket railway station","mode":"rail","distanceM":551}},{"rank":6,"place_id":"gers:defad4f6-fefe-4278-958e-14b6db372b41","name":"Rodney Wayne Sylvia Park","category":"personal_or_beauty_service","address":"286 Mount Wellington Highway Sylvia Park","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.264,"percentile":99.44,"photo":null,"transit":{"qid":"Q7660980","name":"Sylvia Park railway station","mode":"rail","distanceM":297}},{"rank":7,"place_id":"gers:e2c37161-29f8-41d3-b078-1b408d6a8afb","name":"Cut Above Academy","category":"personal_or_beauty_service","address":"Ground Floor/360 Queen St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.264,"percentile":99.33,"photo":null,"transit":{"qid":"Q85742170","name":"Te Waihorotiu railway station","mode":"rail","distanceM":210}},{"rank":8,"place_id":"gers:aae628f9-de68-46db-93bb-c8c289ed8f1c","name":"Clive Hair Clinics","category":"personal_or_beauty_service","address":"4/300 Queen St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.262,"percentile":99.22,"photo":null,"transit":{"qid":"Q85742170","name":"Te Waihorotiu railway station","mode":"rail","distanceM":136}},{"rank":9,"place_id":"gers:4b5d4794-279d-4492-abe5-bd9762f1ad27","name":"Maloney's Barber Shop","category":"personal_or_beauty_service","address":"1/192 Victoria St W","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.26,"percentile":99.11,"photo":null,"transit":{"qid":"Q85742170","name":"Te Waihorotiu railway station","mode":"rail","distanceM":591}},{"rank":10,"place_id":"gers:d54c4ce2-2d2c-42b2-bb1a-08f862fbc783","name":"Rodney Wayne Shore City","category":"personal_or_beauty_service","address":"Shore City Shopping Centre 52/56 Anzac St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.259,"percentile":99,"photo":null,"transit":null}]}