{"city":{"slug":"pimpri-in","name":"Pimpri","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:3fa158de-c536-443a-9754-5e04e9be3231","name":"Bhamburdekar Saraf & Jewellers","category":"fashion_and_apparel_store","address":"Chandani Chowk, Landewadi Rd","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.339,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:b738105d-f587-4925-a7fa-c140e2e08df7","name":"New Shardha Jewellers","category":"fashion_and_apparel_store","address":"Shop no. 1/2, Nagdev Towers, Pune - Nashik Hwy","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.261,"percentile":88.89,"photo":null,"transit":null},{"rank":3,"place_id":"gers:08704872-b4ef-40c6-87cc-0877138684fd","name":"NamO-Opticals","category":"fashion_and_apparel_store","address":"PCMC, Namo Opticals,Opp Rajmata Jijau Sanskrutik Bhuvan Near D y Patil Hospital","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.212,"percentile":77.78,"photo":null,"transit":null},{"rank":4,"place_id":"gers:b9328e7b-3b5c-4d2f-915c-75378186b972","name":"KDM Jewellers","category":"fashion_and_apparel_store","address":"Shop-2, Manimangal society","sources":["meta","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.014,"percentile":66.67,"photo":null,"transit":{"qid":"Q111197739","name":"Kasarwadi metro station","mode":"metro","distanceM":323}},{"rank":5,"place_id":"gers:0b7c4231-b95d-404f-ae92-3aff98332743","name":"Arihant Garments","category":"fashion_and_apparel_store","address":"Hutatma Chowk, Bhosari Alandi Rd, opp. State Bank Of India","sources":["meta","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.007,"percentile":55.56,"photo":null,"transit":null},{"rank":6,"place_id":"gers:c52ef6f8-1d37-4f8b-bd1b-697beb82ebb7","name":"Appus Collections (YouthIconz)","category":"fashion_and_apparel_store","address":"Shop no. 1, Vineet Plaza Building, Opposite S. T. Stand, Sant Tukaram Nagar, Vallabhnagar, Pimpri","sources":["microsoft","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":1.968,"percentile":44.44,"photo":null,"transit":{"qid":"Q111197737","name":"Sant Tukaram Nagar metro station","mode":"metro","distanceM":208}},{"rank":7,"place_id":"gers:73ef5718-b2ff-4755-a239-60614451aa21","name":"Shri Jagdamba Jewellers","category":"fashion_and_apparel_store","address":"Shop no 8, gokulam society, 411062, near Kesar Valley","sources":["meta","overture"],"providers":2,"confidence":0.921,"website":true,"phone":true,"michelin":false,"score":1.638,"percentile":33.33,"photo":null,"transit":null},{"rank":8,"place_id":"gers:8419c3b4-71b5-48a6-aae8-6883d1386211","name":"Dw clothing Brand - best mens clothing shop","category":"fashion_and_apparel_store","address":"Pcmt bus stop","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":false,"phone":true,"michelin":false,"score":1.299,"percentile":22.22,"photo":null,"transit":null},{"rank":9,"place_id":"gers:d2b04725-221b-4d10-accb-98c9bbec2bcf","name":"Swaraj Optics","category":"fashion_and_apparel_store","address":"Shop no-111, Swaraj Capital, Dehu - Alandi Rd, behind D-mart","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":false,"phone":true,"michelin":false,"score":1.189,"percentile":11.11,"photo":null,"transit":null},{"rank":10,"place_id":"gers:599409e1-1f0b-49e3-b4a2-b6844af8e21b","name":"Sleepwell","category":"fashion_and_apparel_store","address":"Shop No, 4, 5, 6, Galaxy Apartment, Dehu - Chikhli Road, Moshi","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.073,"percentile":0,"photo":null,"transit":null}]}