{"city":{"slug":"auckland-nz","name":"Auckland","country":"NZ","country_name":"New Zealand"},"category":{"key":"arts_crafts_and_hobby_store","label":"Arts Crafts and Hobby Store","phrase":"arts, crafts and hobby shops","family":"shopping"},"candidates":75,"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:59b428e1-46bd-48b2-8e8c-d4b84751d8b9","name":"Amazing Frames","category":"arts_crafts_and_hobby_store","address":"2/199 Main Hwy","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.203,"percentile":100,"photo":null,"transit":{"qid":"Q5365192","name":"Ellerslie railway station","mode":"rail","distanceM":642}},{"rank":2,"place_id":"gers:3311bc2c-19d1-4bb5-a6f5-77cd9b575f98","name":"Spotlight Wairau Park","category":"arts_crafts_and_hobby_store","address":"19 Link Dr","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.202,"percentile":98.65,"photo":null,"transit":null},{"rank":3,"place_id":"gers:246ef744-5574-4f86-8ea6-5a01d3b7b78b","name":"El Framo","category":"arts_crafts_and_hobby_store","address":"16 Pollen St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.2,"percentile":97.3,"photo":null,"transit":null},{"rank":4,"place_id":"gers:555a00a8-60ff-4322-a9ed-b61642b1e75b","name":"Gordon Harris Newmarket","category":"arts_crafts_and_hobby_store","address":"4 Gillies Ave","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":95.95,"photo":null,"transit":{"qid":"Q7018570","name":"Newmarket railway station","mode":"rail","distanceM":331}},{"rank":5,"place_id":"gers:b49d2672-00d5-4481-a661-a723fb0a9132","name":"The Ribbon Rose","category":"arts_crafts_and_hobby_store","address":"894 Great South Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":94.59,"photo":null,"transit":null},{"rank":6,"place_id":"gers:6a33aa10-5170-4037-bfd5-0b7c4b20dd6f","name":"Martha's Furnishing Fabrics","category":"arts_crafts_and_hobby_store","address":"10 Melrose St","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.189,"percentile":93.24,"photo":null,"transit":{"qid":"Q7018570","name":"Newmarket railway station","mode":"rail","distanceM":451}},{"rank":7,"place_id":"gers:ca97ba70-6488-4d92-a582-ae661aa7947b","name":"Airsoft Gun Centre","category":"arts_crafts_and_hobby_store","address":"348 New N Rd","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.177,"percentile":91.89,"photo":null,"transit":{"qid":"Q6413261","name":"Kingsland railway station","mode":"rail","distanceM":578}},{"rank":8,"place_id":"gers:f3bdc0b6-3538-42c7-bb65-e2f2c42d4d32","name":"Kiss Anime","category":"arts_crafts_and_hobby_store","address":"G10/28 Totara Ave","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.167,"percentile":90.54,"photo":null,"transit":{"qid":"Q7009959","name":"New Lynn railway station","mode":"rail","distanceM":93}},{"rank":9,"place_id":"gers:415ad342-6496-4f42-8750-aba412512d51","name":"Factory Frames","category":"arts_crafts_and_hobby_store","address":"22 Apollo Drive","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.158,"percentile":89.19,"photo":null,"transit":null},{"rank":10,"place_id":"gers:7c39b0c4-f6b0-480b-a612-6a2736b8b92e","name":"Wah Lee Co Ltd","category":"arts_crafts_and_hobby_store","address":"220 Hobson St","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.157,"percentile":87.84,"photo":null,"transit":{"qid":"Q85742170","name":"Te Waihorotiu railway station","mode":"rail","distanceM":412}}]}