{"city":{"slug":"munich-de","name":"Munich","country":"DE","country_name":"Germany"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":1641,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"},{"id":"pinmeto","name":"PinMeTo","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:b877607a-981f-4425-912e-a5238e6c3d78","name":"Nudie Jeans Rumfordstrasse","category":"fashion_and_apparel_store","address":"Rumfordstraße 2","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":100,"photo":null,"transit":{"qid":"Q455649","name":"München Marienplatz station","mode":"metro","distanceM":442}},{"rank":2,"place_id":"gers:de26010c-1ec4-49fd-a3c5-ca0bad35646e","name":"Juwelier Fridrich","category":"fashion_and_apparel_store","address":"Sendlinger Straße 15","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.94,"photo":null,"transit":{"qid":"Q455649","name":"München Marienplatz station","mode":"metro","distanceM":342}},{"rank":3,"place_id":"gers:c022fabe-8082-4aec-9add-e0bffa5a6b45","name":"Amsel Fashion","category":"fashion_and_apparel_store","address":"Adalbertstraße 14","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.88,"photo":null,"transit":{"qid":"Q325405","name":"Universität","mode":"metro","distanceM":190}},{"rank":4,"place_id":"gers:162a38d0-f56f-4d98-94d9-5fc811f9893b","name":"Maison Margiela Munich Boutique","category":"fashion_and_apparel_store","address":"Maximilianstraße 34","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.82,"photo":null,"transit":{"qid":"Q479458","name":"Lehel","mode":"metro","distanceM":358}},{"rank":5,"place_id":"gers:a6215050-f533-47bb-a13f-e1271d653df2","name":"Schuh Ruhfass","category":"fashion_and_apparel_store","address":"Ostpreußenstraße 40","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.76,"photo":null,"transit":{"qid":"Q6950530","name":"München-Daglfing station","mode":"rail","distanceM":650}},{"rank":6,"place_id":"gers:f5944293-5007-4b79-b212-72a6e5efee92","name":"Lodenfrey","category":"fashion_and_apparel_store","address":"Maffeistraße 7","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.7,"photo":null,"transit":{"qid":"Q26462605","name":"Marienplatz metro station","mode":"metro","distanceM":251}},{"rank":7,"place_id":"gers:73bfb2da-5922-4ad4-8882-ce6e9ed7bf88","name":"Almstadt Schmuck","category":"fashion_and_apparel_store","address":"Baaderstraße 64","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.63,"photo":null,"transit":{"qid":"Q277810","name":"Fraunhoferstraße","mode":"metro","distanceM":168}},{"rank":8,"place_id":"gers:adaca8be-422a-4345-a234-2834cfbb37e9","name":"Juwelier Rieger","category":"fashion_and_apparel_store","address":"Sankt-Nikolaus-Platz 5","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.57,"photo":null,"transit":{"qid":"Q822522","name":"Freimann","mode":"metro","distanceM":207}},{"rank":9,"place_id":"gers:46a070d1-8456-43d4-9a74-9cbfbf239238","name":"Capricorn Store","category":"fashion_and_apparel_store","address":"Reichenbachstraße 30","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.51,"photo":null,"transit":{"qid":"Q277810","name":"Fraunhoferstraße","mode":"metro","distanceM":94}},{"rank":10,"place_id":"gers:36ad35b7-a00c-4668-bf7c-4d1c3ced74ed","name":"Optik & Akustik Uebelhör","category":"fashion_and_apparel_store","address":"Pilgersheimer Str. 62","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":99.45,"photo":null,"transit":{"qid":"Q554647","name":"Candidplatz","mode":"metro","distanceM":159}}]}