Comprehensive retail network dataset for bangladesh: Shop-level sales and location data
Md. Mahmudul Hasan Shahin, Jannatul Ferdous Swarna, Dewan Md. Farid
TL;DR
This paper introduces a detailed retail dataset for Bangladesh, including shop locations and sales data from 2022 to 2024.
Contribution
The paper provides a novel, comprehensive retail dataset for Bangladesh with geolocation and sales information.
Findings
The dataset includes 719,817 retail outlets across all administrative regions in Bangladesh.
It contains geolocation data and sales targets for 17 products across 613,656 shops.
The dataset supports spatial analysis and retail performance studies in Bangladesh.
Abstract
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.
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsConsumer Retail Behavior Studies · Urban and Freight Transport Logistics · Advanced Manufacturing and Logistics Optimization