{"city":{"slug":"birmingham-gb","name":"Birmingham","country":"GB","country_name":"United Kingdom"},"category":{"key":"convenience_store","label":"Convenience Store","phrase":"convenience stores","family":"shopping"},"candidates":261,"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:74d85ea2-ba25-4e4b-a743-6b23084ac88a","name":"SPAR Drakes Cross","category":"convenience_store","address":"8 Drakes Cross Parade","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.47,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:697610bf-57e4-477f-973a-00d86f21c3b0","name":"Nisa Local Crabtree","category":"convenience_store","address":"49 Crabtree Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.47,"percentile":99.62,"photo":null,"transit":{"qid":"Q14949668","name":"Hockley (GWR) railway station","mode":"rail","distanceM":534}},{"rank":3,"place_id":"gers:cc47f981-c011-4411-90d5-2ab460849179","name":"Nisa Local Digbeth","category":"convenience_store","address":"69-70 Digbeth","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.47,"percentile":99.23,"photo":null,"transit":{"qid":"Q800533","name":"Birmingham Moor Street railway station","mode":"rail","distanceM":379}},{"rank":4,"place_id":"gers:e679ad92-a3e2-4706-b75c-f3c1026795e9","name":"SPAR-Cotteridge","category":"convenience_store","address":"SPAR, 32 Watford Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.469,"percentile":98.85,"photo":null,"transit":{"qid":"Q2192189","name":"Kings Norton railway station","mode":"rail","distanceM":503}},{"rank":5,"place_id":"gers:c0e87f0d-b4c0-4503-b507-4c433e1b9245","name":"One Stop Kings Heath Broad","category":"convenience_store","address":"305 Broad Ln","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.469,"percentile":98.46,"photo":null,"transit":null},{"rank":6,"place_id":"gers:d0d8061b-772e-44f5-8e9a-b81bc622b7a4","name":"SPAR Hawthornes","category":"convenience_store","address":"30 Birmingham Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.469,"percentile":98.08,"photo":null,"transit":{"qid":"Q2130925","name":"The Hawthorns railway station","mode":"rail","distanceM":720}},{"rank":7,"place_id":"gers:b1b7051a-a77c-4131-a1b1-518480ec55bd","name":"SPAR Brindley Place","category":"convenience_store","address":"SPAR, Unit 1A Brunswick St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.469,"percentile":97.69,"photo":null,"transit":{"qid":"Q5596951","name":"Granville Street railway station","mode":"rail","distanceM":541}},{"rank":8,"place_id":"gers:b10d5b62-f381-4211-8bff-aec373ed5ba7","name":"One Stop Uplands Hales Lane","category":"convenience_store","address":"91 Hales Ln","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.468,"percentile":97.31,"photo":null,"transit":null},{"rank":9,"place_id":"gers:4a71c37d-76b6-4d00-9cf1-71793c570500","name":"SPAR Pelsall","category":"convenience_store","address":"35, 37 High St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.468,"percentile":96.92,"photo":null,"transit":{"qid":"Q7161728","name":"Pelsall railway station","mode":"rail","distanceM":632}},{"rank":10,"place_id":"gers:153b50eb-4031-493b-9db7-e3252ebedbaf","name":"One Stop Northfield Bristol","category":"convenience_store","address":"1261 Bristol Rd S","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.468,"percentile":96.54,"photo":null,"transit":{"qid":"Q2257761","name":"Longbridge railway station","mode":"rail","distanceM":748}}]}