{"city":{"slug":"accra-gh","name":"Accra","country":"GH","country_name":"Ghana"},"category":{"key":"hardware_home_and_garden_store","label":"Hardware Home and Garden Store","phrase":"hardware, home and garden shops","family":"shopping"},"candidates":20,"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:50ad2596-c3a5-45ce-a411-cd6b3c9acc1a","name":"Ku2 Ventures","category":"hardware_home_and_garden_store","address":"211 15 Street New Achimota","sources":["meta","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.31,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:117c7b80-78b8-4792-bf5d-d2a559032078","name":"Domod Roof Limited","category":"hardware_home_and_garden_store","address":"Ring Road, Agbogbloshie Rd","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":94.74,"photo":null,"transit":null},{"rank":3,"place_id":"gers:01c72cd8-65fd-4413-b286-5c982a590c75","name":"Orca Deco Ghana","category":"hardware_home_and_garden_store","address":"9 Spintex Rd","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.202,"percentile":89.47,"photo":null,"transit":null},{"rank":4,"place_id":"gers:5cf82d7b-21bd-48e8-ac7c-5273be9c0a0b","name":"Home of H.","category":"hardware_home_and_garden_store","address":"Otublohum Rd","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":84.21,"photo":null,"transit":null},{"rank":5,"place_id":"gers:e9f3e32b-985c-4426-a72a-a4b1eba3a78e","name":"Jamila Home","category":"hardware_home_and_garden_store","address":"13 Westlands Blvd","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.14,"percentile":78.95,"photo":null,"transit":null},{"rank":6,"place_id":"gers:8a0eda95-2f31-44c3-a159-f4d55d68e5b1","name":"Kabinart Ghana","category":"hardware_home_and_garden_store","address":"UMB bank AN5231, Dadeban Rd","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":2.126,"percentile":73.68,"photo":null,"transit":null},{"rank":7,"place_id":"gers:74e4cc13-cce7-4352-ab84-9cd2fa5202a5","name":"Haiflow SAL","category":"hardware_home_and_garden_store","address":"Plot #36, Spintex Road, Opp. Takyi Plaza","sources":["meta","overture"],"providers":2,"confidence":0.947,"website":true,"phone":true,"michelin":false,"score":2.055,"percentile":68.42,"photo":null,"transit":{"qid":"Q133491337","name":"Shangri La","mode":"rail","distanceM":363}},{"rank":8,"place_id":"gers:9f19ff11-f7a5-47a2-b8c5-e260bbd92a33","name":"Fa Vision Enterprise","category":"hardware_home_and_garden_store","address":"At Odorkor Tarazzo Road Opp Pacific Filling St","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":1.988,"percentile":63.16,"photo":null,"transit":null},{"rank":9,"place_id":"gers:37fd7800-8aed-47af-9fad-4d9ff7d36972","name":"Championman Furniture","category":"hardware_home_and_garden_store","address":"ACP, KWABENYA","sources":["meta","overture"],"providers":2,"confidence":0.936,"website":true,"phone":true,"michelin":false,"score":1.965,"percentile":57.89,"photo":null,"transit":null},{"rank":10,"place_id":"gers:9ac609b2-0f9a-48f4-97d6-ca0c65c7f91d","name":"City Paints Supply","category":"hardware_home_and_garden_store","address":"Kojo Thompson Rd","sources":["meta","overture"],"providers":2,"confidence":0.932,"website":true,"phone":true,"michelin":false,"score":1.933,"percentile":52.63,"photo":null,"transit":{"qid":"Q65053142","name":"Accra Central Station","mode":"rail","distanceM":686}}]}