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Ranked shortlist · 10 of 15 food and drink shops
Best food and drink shops in Kanpur
The 10 most notable food and drink shops in Kanpur, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.
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1
Eastman Batteries - Gupta Treding Company
Shop No 4/3, Canal Road, Kanpur Nagar, General Ganj
545 m from Kanpur Central railway station, rail
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.385, percentile 100 of 15
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2
Eastman Batteries - Kanpur Battery
Shop No 220, Express Road, Naughara, General Ganj
213 m from Nayaganj metro station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.385, percentile 92.86 of 15
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3
Tripathi G Farrukhabadi Namkeen and Grocery Shop
124/69, Thane wali gali
721 m from Govindpuri Railway Station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.061, percentile 85.71 of 15
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4
Anurag F&B distribution
112/2B benajhabar main road swaroop nagar
115 m from LLR Hospital metro station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.962, percentile 78.57 of 15
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5
Abhinav Fish Emporium
324, Jaipuria Rd, Harris Ganj
672 m from Kanpur M. G. Goods railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.898, percentile 71.43 of 15
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6
Patanjali Mega Store
H/1494, No 1, 1st Floor, Krishna Complex, Awas Vikas, Kalyanpur, Keshavpuram
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.854, percentile 64.29 of 15
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7
Patanjali Mega Store
No 260/5, South Andaman, Lamba Line, Minivay Chowk
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.854, percentile 57.14 of 15
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8
Patanjali Arogya Kendra
No 119/501, C/3, Darshan Purva, Kalpi Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.776, percentile 50 of 15
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9
Patanjali Arogya Kendra
No K9, Barra World Bank Colony
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.776, percentile 42.86 of 15
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10
Patanjali Gramin Arogya Kendra
Ground Floor, Korari Girdhar Shah
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.712, percentile 35.71 of 15
How this list is made
Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:
- attestation by independent providers
- +0.35
- record completeness (website, phone, address)
- +0.25
- Overture existence confidence
- +0.20
- Michelin designation (Wikidata, CC0)
- +0.40
- brand fame (Wikidata sitelinks)
- −0.15
- same-name chain collision
- −0.30
Curation quality, not popularity: how well attested and how complete a record is.
No licensable popularity signal; this ranks curation quality, not taste
Independent check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.
The catalogue carries no rating, review count, price or opening hours, so this file has none.
Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.
Nobody paid for placement: no ads, no sponsored results, no ratings for sale.
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).