{"city":{"slug":"changwon-kr","name":"Changwon","country":"KR","country_name":"South Korea"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":22,"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:5d1d8f8f-7201-444a-add0-c4a00ec8e8dc","name":"Piccolo Latte","category":"coffee_shop","address":"15-1 Sapa-dong","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.528,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:446e5c15-f5e8-4742-a710-0fdc6944fe0d","name":"하우요커피","category":"coffee_shop","address":"626-1 Gwisan-dong","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.495,"percentile":95.24,"photo":null,"transit":null},{"rank":3,"place_id":"gers:4e9cbdf3-a79b-421d-a158-713318b90ab0","name":"스타벅스 창원역 Dt","category":"coffee_shop","address":"의창구 의창대로 68","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.274,"percentile":90.48,"photo":null,"transit":{"qid":"Q626193","name":"Changwon Station","mode":"rail","distanceM":204}},{"rank":4,"place_id":"gers:1101aa22-11bd-412c-b54b-47449e7562ed","name":"스타벅스 창원용지호수점","category":"coffee_shop","address":"용호동 73-30","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.212,"percentile":85.71,"photo":null,"transit":null},{"rank":5,"place_id":"gers:294db1e5-8f59-45bb-8132-ad09164cca27","name":"마중","category":"coffee_shop","address":"충장로442번길 5","sources":["meta","overture"],"providers":2,"confidence":0.943,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":80.95,"photo":null,"transit":null},{"rank":6,"place_id":"gers:ccad570d-b868-4205-bcf6-0207f8499b7e","name":"델쿠스코","category":"coffee_shop","address":"경상남도 창원시 의창구 동읍 월잠리 382-7","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":2.118,"percentile":76.19,"photo":null,"transit":null},{"rank":7,"place_id":"gers:569fc6b5-7e51-444d-b388-7609c865e397","name":"엔제리너스","category":"coffee_shop","address":"용호동 18-18","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":2.021,"percentile":71.43,"photo":null,"transit":null},{"rank":8,"place_id":"gers:a926169b-6ef0-4756-aa4e-34de8ea64c2e","name":"Hollys Coffee","category":"coffee_shop","address":"3 Madimi-ro 31beon-gil, 상남동","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":1.954,"percentile":66.67,"photo":null,"transit":null},{"rank":9,"place_id":"gers:475774fd-15de-4b66-913c-f513d09a6442","name":"커피점빵","category":"coffee_shop","address":"16 Uichang-daero 180beon-gil","sources":["meta","overture"],"providers":2,"confidence":0.916,"website":true,"phone":true,"michelin":false,"score":1.923,"percentile":61.9,"photo":null,"transit":{"qid":"Q626193","name":"Changwon Station","mode":"rail","distanceM":761}},{"rank":10,"place_id":"gers:cf5e4b56-ef30-481b-ba26-86e58e4c75e5","name":"황실스탠다드","category":"coffee_shop","address":"74-3 Sangnam-dong","sources":["meta","overture"],"providers":2,"confidence":0.961,"website":false,"phone":true,"michelin":false,"score":1.876,"percentile":57.14,"photo":null,"transit":null}]}