# Comprehensive retail network dataset for bangladesh: Shop-level sales and location data

## 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.

## Key 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.