{"city":{"slug":"abidjan-ci","name":"Abidjan","country":"CI","country_name":"Ivory Coast"},"category":{"key":"bar","label":"Bar","phrase":"bars","family":"food_and_drink"},"candidates":23,"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:da211ccf-4f09-4a03-86ce-84608ac879ec","name":"Taboo lounge bar","category":"bar","address":"11 Rue Marconi","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.581,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:b42c416d-8ce5-4f23-b682-9f02dc1a9c1e","name":"B'Art Club Inathi","category":"bar","address":"","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.576,"percentile":95.45,"photo":null,"transit":null},{"rank":3,"place_id":"gers:205a17e9-c3f7-4683-b344-96fcf76f1e88","name":"Vog's Cabana","category":"bar","address":"30 Bd de Marseille","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.485,"percentile":90.91,"photo":null,"transit":null},{"rank":4,"place_id":"gers:6baf9100-3bc6-4c70-a03a-ead0a1988e11","name":"Havona's Irish Pub","category":"bar","address":"Rue du Dr Blanchard","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.469,"percentile":86.36,"photo":null,"transit":null},{"rank":5,"place_id":"gers:be8b6455-0184-4782-a8cd-9f15277c1d69","name":"Garden Street Rooftop - Bar - Restaurant","category":"bar","address":"II Plateaux, Rue des Jardins","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":2.183,"percentile":81.82,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a5ce0f2d-7185-48e9-9788-6773f314b42d","name":"CNAC Café Théâtre","category":"bar","address":"225 Rue 21","sources":["meta","overture"],"providers":2,"confidence":0.929,"website":true,"phone":true,"michelin":false,"score":2.166,"percentile":77.27,"photo":null,"transit":null},{"rank":7,"place_id":"gers:7fd99266-68b5-491c-868b-ce380a6170e6","name":"Médium Bar","category":"bar","address":"Abidjan, Angré nouveau CHU carrefour Gestoci Pharmacie Analya","sources":["meta","overture"],"providers":2,"confidence":0.925,"website":true,"phone":true,"michelin":false,"score":2.132,"percentile":72.73,"photo":null,"transit":null},{"rank":8,"place_id":"gers:220714cf-6459-429f-847b-359d31632fb9","name":"Le bar blanc","category":"bar","address":"7 Rue du 7 Decembre","sources":["meta","overture"],"providers":2,"confidence":0.919,"website":true,"phone":true,"michelin":false,"score":2.078,"percentile":68.18,"photo":null,"transit":null},{"rank":9,"place_id":"gers:e08f7e6b-822e-4b08-817a-1585bd607fef","name":"Le Pam'S Plus","category":"bar","address":"","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":false,"phone":true,"michelin":false,"score":1.963,"percentile":63.64,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a2bc0956-c965-4c97-93ab-bccdb18d052c","name":"Bar Le Ballon d'Or","category":"bar","address":"Ballon d'or arras 3","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":false,"phone":true,"michelin":false,"score":1.923,"percentile":59.09,"photo":null,"transit":null}]}