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Comprehensive retail network dataset for bangladesh: Shop-level sales and location data
Md Mahmudul Hasan Shahin1, Jannatul Ferdous Swarna1, Dewan Md Farid1,2
1Department of Computer Science and Engineering, United International University United City, Madani Avenue, Badda, Dhaka 1212, Bangladesh.
None:
This dataset presents comprehensive retail network information for Bangladesh, collected between Feb-2022 to Oct-2024. The dataset contains detailed information for 719,817 retail outlets across all 8 administrative divisions, 64 districts, and 515 sub-districts of Bangladesh. Each outlet is identified by a unique shop code and precisely geolocated using GPS coordinates (latitude/longitude). The dataset comprises three interconnected files: (1) shop information including location, type, importance, and operational details; (2) product information covering 42 SKU variants across 5 brands and 9 product types with pricing structures; and (3) sales targets for 17 products across 613,656 shops. This multi-dimensional dataset enables spatial analysis, market segmentation, supply chain optimization, and retail performance studies across Bangladesh's retail landscape.
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