Basket Analysis for Retail Store Sales Optimization
May 2023 - Jun 2023 (2 months)
Utilized advanced data analytics techniques to study a specific item's sales performance across three different in-scope time periods. Analysed the frequency of purchase, units sold, and other key metrics to identify paterns and trends in customer buying patern. The primary objectives included understanding customer behaviour in specific datetime like (YoY, YTD etc.), identifying areas for improvement, and implementing strategic changes to enhance overall satisfaction. The project involved data extraction using Big Query, analysis and modelling in Python, and visualization of key findings through Power BI. The goal of this data analysis project was to enhance Client's inventory management system, ensuring optimal stock levels, minimizing ov