{"city":{"slug":"dhanbad-in","name":"Dhanbad","country":"IN","country_name":"India"},"category":{"key":"shopping","label":"Shopping","phrase":"shopping","family":"shopping"},"candidates":16,"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:4c97a02e-30dc-46dd-b87b-9734a6fc5b67","name":"Guru Kripa Auto - Hero MotoCorp","category":"shopping","address":"Govindpur Road, Saraidhela","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":3.267,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:56b3fe7f-ccdd-467d-95cd-39557266afb0","name":"Royal Enfield Service Center - Nandi Rides Private Limited","category":"shopping","address":"Lakshana Mohalla, Madhupur","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":3.257,"percentile":93.33,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d92dac24-b4ec-4412-b5fb-61ea5ba0471b","name":"YES Bank","category":"shopping","address":"No 2, GF, Shri Ram Mall, Bank More Dhanbad","sources":["microsoft","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":3.062,"percentile":86.67,"photo":null,"transit":null},{"rank":4,"place_id":"gers:2bbd5d02-41e8-409e-8139-813e4c09c2c9","name":"Poddar Digital","category":"shopping","address":"1st floor Poddar Tower Jharia Road Bank More","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.781,"percentile":80,"photo":null,"transit":null},{"rank":5,"place_id":"gers:099f1d20-bf22-46da-90f9-8c93e7bb853f","name":"Baidyanath Bajaj, Giridih","category":"shopping","address":"pachamba road ","sources":["meta","overture"],"providers":2,"confidence":0.921,"website":true,"phone":true,"michelin":false,"score":2.681,"percentile":73.33,"photo":null,"transit":null},{"rank":6,"place_id":"gers:7a25d510-66e4-472c-8c72-facb41587fab","name":"Sleepwell","category":"shopping","address":"Kali Chowk, Makatpur Road","sources":["microsoft","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.484,"percentile":66.67,"photo":null,"transit":null},{"rank":7,"place_id":"gers:65be7d75-7aad-4bc6-a951-51841812d373","name":"Sleepwell","category":"shopping","address":"City Center, Combined Building","sources":["microsoft","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.459,"percentile":60,"photo":null,"transit":null},{"rank":8,"place_id":"gers:90001176-db69-45c2-a277-de84f4eb9782","name":"Sleepwell","category":"shopping","address":"Shop No 2, Park Plaza, Hirapur","sources":["microsoft","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.455,"percentile":53.33,"photo":null,"transit":null},{"rank":9,"place_id":"gers:07c608c3-01e6-40aa-9533-682795b2ffdb","name":"Sleepwell","category":"shopping","address":"Amsala Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.359,"percentile":46.67,"photo":null,"transit":null},{"rank":10,"place_id":"gers:1e7da56c-75ec-4be7-b0c6-950c0818aa3e","name":"Sleepwell","category":"shopping","address":"Nawadih Bhuli Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.359,"percentile":40,"photo":null,"transit":null}]}