{"city":{"slug":"koeln-de","name":"Köln","country":"DE","country_name":"Germany"},"category":{"key":"travel_service","label":"Travel Service","phrase":"travel services","family":"travel_and_transportation"},"candidates":330,"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"}],"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:ff20e0a1-4683-44c7-9967-ec09c8718697","name":"Südstadt-reisebüro","category":"travel_service","address":"Severinstraße 1","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.232,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:d7650b55-1e09-4307-86cb-024cc21403a1","name":"Olimar Reisen","category":"travel_service","address":"Glockengasse 2","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.232,"percentile":99.7,"photo":null,"transit":{"qid":"Q7001967","name":"Neumarkt","mode":"metro","distanceM":455}},{"rank":3,"place_id":"gers:deefb07f-80c1-4e6b-afb3-47df6bd52198","name":"Travel Agency Frenzen Lufthansa City Center","category":"travel_service","address":"Johannisstraße 54","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.232,"percentile":99.39,"photo":null,"transit":{"qid":"Q1954","name":"Cologne Central Station","mode":"rail","distanceM":225}},{"rank":4,"place_id":"gers:70bed75e-979a-4d2f-9f9e-4213584034cf","name":"Danesafari","category":"travel_service","address":"Neusser Straße 618A","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.232,"percentile":99.09,"photo":null,"transit":{"qid":"Q108744776","name":"Köln-Niehl railway station","mode":"rail","distanceM":724}},{"rank":5,"place_id":"gers:a9c2c856-f20b-45b3-b0d2-007744299a68","name":"Skylighttravel Reisebüro","category":"travel_service","address":"Kirchstraße 5","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.231,"percentile":98.78,"photo":null,"transit":{"qid":"Q800584","name":"Brühl station","mode":"rail","distanceM":579}},{"rank":6,"place_id":"gers:ec1c7994-aaf1-4376-94ea-2580a9bd62a0","name":"ESB Reise Center","category":"travel_service","address":"Clevischer Ring 82","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.231,"percentile":98.48,"photo":null,"transit":null},{"rank":7,"place_id":"gers:b0550fa9-bbaa-4d02-8553-327d50ca4e92","name":"Reisebüro Fahrentrapp","category":"travel_service","address":"Berliner Str. 877","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.23,"percentile":98.18,"photo":null,"transit":null},{"rank":8,"place_id":"gers:1ccbdc49-376b-4aa8-9f36-e367dbe4f77a","name":"Zimmermann Touristik Köln","category":"travel_service","address":"Kalker Hauptstraße 78","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.23,"percentile":97.87,"photo":null,"transit":{"qid":"Q2140413","name":"Köln-Trimbornstraße station","mode":"rail","distanceM":244}},{"rank":9,"place_id":"gers:4d8edc41-30e5-4864-8448-0e0f8d8cc7b9","name":"E&p Reisen","category":"travel_service","address":"Aachener Straße 326","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.23,"percentile":97.57,"photo":null,"transit":{"qid":"Q108744744","name":"Köln-Braunsfeld railway station","mode":"rail","distanceM":754}},{"rank":10,"place_id":"gers:ae9468e9-0fb8-4ef3-becf-c36a5b9b80ef","name":"Reisebüro Römer","category":"travel_service","address":"Gustav-Heinemann-Straße 2","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.229,"percentile":97.26,"photo":null,"transit":null}]}