{"city":{"slug":"howrah-in","name":"Howrah","country":"IN","country_name":"India"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":10,"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":"microsoft","name":"Microsoft","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:e3a407b9-43c5-4c40-85e7-6bd36400f4eb","name":"Techno International Batanagar (formerly Techno India Batanagar)","category":"fashion_and_apparel_store","address":"B7-360 / New Ward No. 30","sources":["microsoft","overture"],"providers":2,"confidence":0.961,"website":true,"phone":true,"michelin":false,"score":2.313,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:bfaa1558-d1a8-41c0-99b0-ec4290ca3a9f","name":"Only She Fashion","category":"fashion_and_apparel_store","address":"Prosperous Tower, 4TH Floor JL NO-25 Mauza - Alampur, P.S -Sankrail","sources":["microsoft","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.209,"percentile":88.89,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d72b4d41-1ea5-496e-b3c3-b5024a9a600c","name":"Ansari Cloth Store","category":"fashion_and_apparel_store","address":"Near Mill Gate No 2, Rajgunj, Banipur","sources":["meta","overture"],"providers":2,"confidence":0.927,"website":true,"phone":true,"michelin":false,"score":1.986,"percentile":77.78,"photo":null,"transit":null},{"rank":4,"place_id":"gers:8b1002d6-fc60-4921-8e64-9e9a37f26c7a","name":"Bishalaxmi jewellers","category":"fashion_and_apparel_store","address":"C.C. ROAD","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":1.961,"percentile":66.67,"photo":null,"transit":{"qid":"Q39049770","name":"Diamond Harbour railway station","mode":"rail","distanceM":658}},{"rank":5,"place_id":"gers:50f7ef8f-c8cd-4ffb-ba0c-78cd344cdb39","name":"Darjeeling Opticals","category":"fashion_and_apparel_store","address":"121, Hill Cart Road ,Beside New Light Tailors, Kurseong","sources":["meta","overture"],"providers":2,"confidence":0.918,"website":true,"phone":true,"michelin":false,"score":1.907,"percentile":55.56,"photo":null,"transit":{"qid":"Q60181009","name":"Kurseong railway station","mode":"rail","distanceM":87}},{"rank":6,"place_id":"gers:1c3637a7-ef11-4977-bd32-90938f91f1e7","name":"L.B. Jewellers","category":"fashion_and_apparel_store","address":"Purba Bazar Rd, in front of Police Station","sources":["meta","overture"],"providers":2,"confidence":0.902,"website":true,"phone":true,"michelin":false,"score":1.753,"percentile":44.44,"photo":null,"transit":null},{"rank":7,"place_id":"gers:c98e24b7-d32f-41b1-a60b-380875a5f6e5","name":"Fashion Point","category":"fashion_and_apparel_store","address":"CC Paul Rd, near Ramchandrapur School","sources":["meta","overture"],"providers":2,"confidence":0.926,"website":true,"phone":true,"michelin":false,"score":1.684,"percentile":33.33,"photo":null,"transit":null},{"rank":8,"place_id":"gers:4304513b-c2cc-4ec3-8cf4-ea85bf2339a0","name":"Bata Shoe Store","category":"fashion_and_apparel_store","address":"No. 104, Hill Cart Road","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":1.445,"percentile":22.22,"photo":null,"transit":{"qid":"Q60181009","name":"Kurseong railway station","mode":"rail","distanceM":315}},{"rank":9,"place_id":"gers:504d1fff-5b23-486e-9ea2-4da0583f295d","name":"Senco Gold and Diamonds","category":"fashion_and_apparel_store","address":"City Bazar, Water Tank Para, Ward No:13 South, Diamond Harbour Rd","sources":["meta","overture"],"providers":2,"confidence":0.912,"website":true,"phone":true,"michelin":false,"score":1.395,"percentile":11.11,"photo":null,"transit":{"qid":"Q39049770","name":"Diamond Harbour railway station","mode":"rail","distanceM":222}},{"rank":10,"place_id":"gers:debe765a-2b97-494b-9954-a22e071394e2","name":"Ratan Watch Co.","category":"fashion_and_apparel_store","address":"45, Hill Cart Rd","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":false,"phone":true,"michelin":false,"score":1.349,"percentile":0,"photo":null,"transit":{"qid":"Q60181009","name":"Kurseong railway station","mode":"rail","distanceM":120}}]}