{"city":{"slug":"durban-za","name":"Durban","country":"ZA","country_name":"South Africa"},"category":{"key":"food_and_beverage_store","label":"Food and Beverage Store","phrase":"food and drink shops","family":"shopping"},"candidates":163,"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:7da06f99-14d2-4106-8d18-8241bb485229","name":"TOPS at SPAR Bluff","category":"food_and_beverage_store","address":"884 Bluff Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":100,"photo":null,"transit":{"qid":"Q124416260","name":"King's Rest","mode":"rail","distanceM":695}},{"rank":2,"place_id":"gers:0deefeaa-559c-46db-89a6-b3896178ea79","name":"TOPS at SPAR Eastmans","category":"food_and_beverage_store","address":"42, 44 Ashley Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":99.38,"photo":null,"transit":null},{"rank":3,"place_id":"gers:487ab55a-6465-4271-95ea-8d5f68d32f55","name":"TOPS at SPAR Randles Road","category":"food_and_beverage_store","address":"400 Randles Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":98.77,"photo":null,"transit":null},{"rank":4,"place_id":"gers:bdc99ca2-548b-45de-84a7-928814cefebd","name":"Mount Edgecombe Retail","category":"food_and_beverage_store","address":"1 Flanders Dr","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":98.15,"photo":null,"transit":null},{"rank":5,"place_id":"gers:576c5010-eb51-4480-9302-1d1589b4370a","name":"SPAR Seapoint","category":"food_and_beverage_store","address":"577 Mahatma Gandhi Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":97.53,"photo":null,"transit":null},{"rank":6,"place_id":"gers:b72596f4-4f31-4eac-821f-54bfd9674acb","name":"SUPERSPAR Mega City Umlazi","category":"food_and_beverage_store","address":"Shop M8, Griffiths Mxenge Hwy Umlazi Mega City","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":96.91,"photo":null,"transit":null},{"rank":7,"place_id":"gers:ed14f165-2250-48d3-9786-18111026e7de","name":"Bluff SuperSpar","category":"food_and_beverage_store","address":"884 Bluff Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":96.3,"photo":null,"transit":{"qid":"Q124416260","name":"King's Rest","mode":"rail","distanceM":730}},{"rank":8,"place_id":"gers:d340c14a-4f00-4b75-aa39-cf9dd17d527f","name":"SPAR St George's","category":"food_and_beverage_store","address":"Shop 10, Spoonet Arcade, 477 Anton Lembede St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":95.68,"photo":null,"transit":{"qid":"Q124416166","name":"Berea Road","mode":"rail","distanceM":558}},{"rank":9,"place_id":"gers:3aac20a8-6178-433c-981f-cc239cb6351c","name":"SUPERSPAR Queensmead","category":"food_and_beverage_store","address":"Teignmouth Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":95.06,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a91d2b52-582e-4266-a98e-af583733145f","name":"Checkers Durban North","category":"food_and_beverage_store","address":"33 Mackeurtan Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":94.44,"photo":null,"transit":null}]}