{"city":{"slug":"saitama-jp","name":"Saitama","country":"JP","country_name":"Japan"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":243,"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:e81806f8-8715-413e-8abb-78494c6b20c5","name":"スターバックス　さいたま大和田店","category":"coffee_shop","address":"見沼区大和田町1-1931","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.272,"percentile":100,"photo":null,"transit":{"qid":"Q5368706","name":"Ōwada Station","mode":"rail","distanceM":799}},{"rank":2,"place_id":"gers:b45fa442-a7c1-485c-bee8-d47a910f0d0a","name":"ドトールコーヒーショップエッソ竹間沢店","category":"coffee_shop","address":"三芳町竹間沢東3-8","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.271,"percentile":99.59,"photo":null,"transit":null},{"rank":3,"place_id":"gers:306106a7-f0f5-4af2-a746-4a30683ae6f9","name":"上島珈琲店浦和パルコ店","category":"coffee_shop","address":"浦和区東高砂町11-1","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.271,"percentile":99.17,"photo":null,"transit":{"qid":"Q652141","name":"Urawa Station","mode":"rail","distanceM":184}},{"rank":4,"place_id":"gers:dca227a4-daad-46e0-a4bf-8419a39a72d0","name":"コナズ珈琲東浦和","category":"coffee_shop","address":"大間木185-1","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.269,"percentile":98.76,"photo":null,"transit":null},{"rank":5,"place_id":"gers:dc368ceb-828d-44c1-b8f8-95667f9281a1","name":"植島珈琲店 イオンモール浦和美園店","category":"coffee_shop","address":"Misono, 5-chome−50番地1 イオンモール浦和美園店内 2F","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.269,"percentile":98.35,"photo":null,"transit":{"qid":"Q1042376","name":"Urawa Misono Station","mode":"rail","distanceM":465}},{"rank":6,"place_id":"gers:cfd54246-02d8-4d23-8c8e-0f9bebdf2dd4","name":"ドトールコーヒーショップ 浦和東口店","category":"coffee_shop","address":"埼玉県さいたま市浦和区東高砂町２−３","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.268,"percentile":97.93,"photo":null,"transit":{"qid":"Q652141","name":"Urawa Station","mode":"rail","distanceM":99}},{"rank":7,"place_id":"gers:e66cc94c-f3fb-41b9-adb5-46aa3fe7cc6d","name":"ドトールコーヒーショップ 南浦和駅東口店","category":"coffee_shop","address":"南区南浦和2丁目36-15","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.267,"percentile":97.52,"photo":null,"transit":{"qid":"Q268540","name":"Minami-Urawa Station","mode":"rail","distanceM":94}},{"rank":8,"place_id":"gers:4477ed66-5da8-469b-9d80-b6f4f7f3562a","name":"ドトールコーヒーショップ 蕨西口店","category":"coffee_shop","address":"中央1-23","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.266,"percentile":97.11,"photo":null,"transit":{"qid":"Q786349","name":"Warabi Station","mode":"rail","distanceM":55}},{"rank":9,"place_id":"gers:e3bd7176-9a13-4eb5-8a1b-02d6308f942a","name":"ドトールコーヒーショップ エッソ久喜青葉ニュータウン店","category":"coffee_shop","address":"青毛1丁目1-6","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.263,"percentile":96.69,"photo":null,"transit":null},{"rank":10,"place_id":"gers:1538727a-4caf-4fca-ad15-15011ce481fa","name":"ドトールコーヒーショップ 北浦和東口","category":"coffee_shop","address":"浦和区北浦和3丁目8-15","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.262,"percentile":96.28,"photo":null,"transit":{"qid":"Q801021","name":"Kita-Urawa Station","mode":"rail","distanceM":66}}]}