Coffee-Shop-Sales-Data-Analysis-Project-Using-MS-Excel
Originally published: 13/07/2026 20:28
Publication number: ELQ-65744-1
View all versions & Certificate
certified

Coffee-Shop-Sales-Data-Analysis-Project-Using-MS-Excel

Microsoft Excel sales analytics dashboard for tracking coffee shop performance and business trends.

Description
☕ Coffee Shop Sales Analysis – Data Analytics Project using Microsoft Excel

This project presents a comprehensive sales analysis of a coffee shop using Microsoft Excel, demonstrating practical data analytics, business intelligence, and dashboard development skills. The objective is to transform raw sales data into meaningful insights that help business owners understand customer behavior, sales performance, and operational trends. The dashboard provides a clear overview of key business metrics through an interactive and user-friendly interface.
The analysis covers several key performance indicators, including total sales by month, weekday, quarter, and hour to identify seasonal patterns and peak business hours. It also evaluates sales by product category, product size, store location, top five best-selling products, and total transactions across multiple branches. These metrics enable users to monitor performance, compare results, and make informed business decisions.

The raw dataset was cleaned and transformed using Power Query, where duplicates were removed, missing values were handled, and the data was prepared for analysis. Pivot Tables, Power Pivot (DAX Measures), interactive Slicers, and professional Excel charts were used to create a dynamic dashboard that allows users to filter and explore sales data from different perspectives.
This project demonstrates how Microsoft Excel can serve as a powerful and cost-effective business intelligence tool without requiring advanced programming knowledge. It is ideal for students, analysts, small businesses, and professionals who want to learn data analysis techniques or gain actionable insights from sales data. The dashboard can also be customized and extended to support additional KPIs, making it suitable for real-world reporting and decision-making scenarios.

This Best Practice includes
Excel File

Acquire business license for $10.00

Add to cart

Add to bookmarks

Discuss

Further information

Provide actionable sales insights, identify business trends, and support data-driven decision-making through an interactive Excel dashboard.

Small businesses, retail stores, coffee shops, Excel-based sales reporting, business intelligence, and learning data analytics.

Real-time analytics, big data processing, highly complex enterprise reporting, or machine learning applications.


0.0 / 5 (0 votes)

please wait...