{"city":{"slug":"hong-kong-hk","name":"Hong Kong","country":"HK","country_name":"Hong Kong"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":575,"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:9a7202d7-a4d7-4132-b705-6c58203087ab","name":"HABITŪ","category":"coffee_shop","address":"18 Hoi Ting Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.413,"percentile":100,"photo":null,"transit":{"qid":"Q2076558","name":"Olympic station","mode":"metro","distanceM":210}},{"rank":2,"place_id":"gers:794895be-27f7-42a2-a5e2-b8ae03bc1339","name":"Africa Coffee & Tea","category":"coffee_shop","address":"Ste 1501, 15/F, 41 Heung Yip Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.41,"percentile":99.83,"photo":null,"transit":{"qid":"Q8031972","name":"Wong Chuk Hang station","mode":"metro","distanceM":543}},{"rank":3,"place_id":"gers:95648cbc-fb5e-4445-bf65-4700246eae37","name":"So Coffee & Gin","category":"coffee_shop","address":"221號 Lai Chi Kok Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.41,"percentile":99.65,"photo":null,"transit":{"qid":"Q838842","name":"Sham Shui Po Station","mode":"metro","distanceM":412}},{"rank":4,"place_id":"gers:f9e01067-77fc-464d-a189-378e1ce7d60c","name":"Cupping Room - Central","category":"coffee_shop","address":"18 Cochrane St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.409,"percentile":99.48,"photo":null,"transit":{"qid":"Q15168","name":"Sheung Wan station","mode":"metro","distanceM":407}},{"rank":5,"place_id":"gers:5e7c9ee9-34b8-4b39-9ce3-56e33ae56b1c","name":"Sweet 19","category":"coffee_shop","address":"G/F, 19 Ho Man Tin St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":99.3,"photo":null,"transit":{"qid":"Q838420","name":"Yau Ma Tei station","mode":"metro","distanceM":580}},{"rank":6,"place_id":"gers:2229b3f1-7f08-40f5-8b2c-8d0052469872","name":"Barista Jam","category":"coffee_shop","address":"G/F, 97 Jervois St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":99.13,"photo":null,"transit":{"qid":"Q15168","name":"Sheung Wan station","mode":"metro","distanceM":150}},{"rank":7,"place_id":"gers:29cb8c1e-7df9-4c1f-9144-21907645ffda","name":"EverShine","category":"coffee_shop","address":"Peel St, 13 Peel Street, 地下","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":98.95,"photo":null,"transit":{"qid":"Q15168","name":"Sheung Wan station","mode":"metro","distanceM":332}},{"rank":8,"place_id":"gers:25d21cdf-318f-40f1-8d53-65df0c0c7e3b","name":"Number 9 Coffee","category":"coffee_shop","address":"Granville Rd, 96號Shop 9 G/F","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.406,"percentile":98.78,"photo":null,"transit":{"qid":"Q996472","name":"East Tsim Sha Tsui station","mode":"metro","distanceM":558}},{"rank":9,"place_id":"gers:ae8d2f51-dbd7-4bdd-ab7d-3eee1ffe6a01","name":"Reactors Coffee","category":"coffee_shop","address":"Ngan Shing St, 2號HK New Territories Shop G92 Fortune City One","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.406,"percentile":98.61,"photo":null,"transit":{"qid":"Q839699","name":"Shek Mun station","mode":"metro","distanceM":405}},{"rank":10,"place_id":"gers:53f4ef94-9c7c-4849-a0a0-e811bb275b28","name":"Accro Coffee","category":"coffee_shop","address":"Yuen Long On Ning Rd, 162-164號地下D舖","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.401,"percentile":98.43,"photo":null,"transit":{"qid":"Q840165","name":"Long Ping station","mode":"metro","distanceM":350}}]}