{"city":{"slug":"accra-gh","name":"Accra","country":"GH","country_name":"Ghana"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel 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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:6cfc7541-821b-4747-a00c-a821eb69fb54","name":"Third Eyecare and Vision Centre","category":"fashion_and_apparel_store","address":"GA-027-3995","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.594,"percentile":100},{"rank":2,"place_id":"gers:558d4c54-8d7a-4e28-a892-b22ec170874f","name":"Emefa Jewellery Productions","category":"fashion_and_apparel_store","address":"2km down town Haatso road","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":2.134,"percentile":90},{"rank":3,"place_id":"gers:3d3229fc-821e-45b6-b95a-48acce14198d","name":"Dashen Opticians-North Ridge","category":"fashion_and_apparel_store","address":"Hilla Limann Hwy","sources":["meta","overture"],"providers":2,"confidence":0.916,"website":true,"phone":true,"michelin":false,"score":1.998,"percentile":80},{"rank":4,"place_id":"gers:5b2197de-3a1f-45af-b67e-3ac6897ed4b2","name":"mSimps","category":"fashion_and_apparel_store","address":"13 Obonu St","sources":["meta","overture"],"providers":2,"confidence":0.916,"website":true,"phone":true,"michelin":false,"score":1.993,"percentile":70},{"rank":5,"place_id":"gers:6502c2fe-7be8-441b-82ae-a65af08595ff","name":"Ohemaa Global","category":"fashion_and_apparel_store","address":"38 Okodan Rd","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":true,"phone":true,"michelin":false,"score":1.932,"percentile":60},{"rank":6,"place_id":"gers:2df2569c-5382-4017-8734-19f567343889","name":"Gokals Opticals Limited","category":"fashion_and_apparel_store","address":"Sedco House 5 Taban Street, Accra Ghana","sources":["meta","overture"],"providers":2,"confidence":0.9,"website":true,"phone":true,"michelin":false,"score":1.847,"percentile":50},{"rank":7,"place_id":"gers:4d592ebe-f551-4c0f-bbfc-9bc901c44616","name":"Sun Trade Beads - Kati Torda's Bead Collection","category":"fashion_and_apparel_store","address":"C522/3 Mango Tree Street, Asylum Down","sources":["meta","overture"],"providers":2,"confidence":0.934,"website":false,"phone":true,"michelin":false,"score":1.645,"percentile":40},{"rank":8,"place_id":"gers:eab968af-e349-429a-9000-04d8a0dc08bd","name":"kurvycode_gh","category":"fashion_and_apparel_store","address":"113 Ecowas Road","sources":["meta","overture"],"providers":2,"confidence":0.922,"website":false,"phone":true,"michelin":false,"score":1.525,"percentile":30},{"rank":9,"place_id":"gers:6352032f-bd16-4050-89b2-1cb35ad36ff8","name":"Milano Jewellery","category":"fashion_and_apparel_store","address":"","sources":["meta","overture"],"providers":2,"confidence":0.916,"website":false,"phone":true,"michelin":false,"score":1.477,"percentile":20},{"rank":10,"place_id":"gers:c8ffeeac-b8d6-45e9-a6ca-db9d0fe68260","name":"Worship Eyecare","category":"fashion_and_apparel_store","address":"Nunmo Kotey Franta Ave","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":false,"phone":true,"michelin":false,"score":1.408,"percentile":10}]}