Project Using Excel & Power BI About Coffe Shop Sales
1️⃣ Report Overview
This report was developed using Power BI to analyze the sales performance of a coffee shop during May 2023. It provides a comprehensive view of overall performance, order trends, best-selling products, and peak sales periods to support data-driven decision-making.
2️⃣ Key Report Components
Total Sales
Total sales reached $156.73K in May.
A 31.8% decrease compared to the previous month, indicating a need to analyze the reasons behind the decline (such as demand fluctuations, competition, or promotional changes).
Total Orders
A total of 33,527 orders were processed during the period, reflecting a 32.3% decline from the previous month.
The trend line shows a steady drop in orders, highlighting the need for strategies to boost sales.
Total Quantity Sold
A total of 48,233 units were sold, marking a 32.3% decrease from the prior month.
This could be due to a drop in customer demand or a decline in product popularity.
3️⃣ Sales Trends Analysis
Daily Sales Trend
The average daily sales stand at 5,055 units.
Sales fluctuate between 4.7K – 5.7K on most days, with some decline towards the end of the week.
Sales by Weekday vs. Weekend
Weekday Sales: 116.63K
Weekend Sales: 40.10K
Data indicates that sales are significantly higher on weekdays than on weekends.
Sales by Hours
Peak sales occur between 10:00 AM – 12:00 PM, suggesting that most customers prefer morning purchases.
A noticeable decline in sales occurs after 6:00 PM.
4️⃣ Product and Location Analysis
Sales by Product Category
Coffee: 60K
Tea: 45K
Bakery: 19K
Other Beverages: 16K
Coffee Beans: 9K
Top 10 Best-Selling Products
Barista Espresso: 20K
Brewed Coffee: 17K
Hot Chocolate: 16K
Gourmet Coffee: 16K
Premium Tea: 9K
Organic Coffee: 8K
Scone (Bakery): 8K
Drip Coffee: 7K
Sales by Store Location
Hell’s Kitchen Branch: 53K
Astoria Branch: 52K
Lower Manhattan Branch: 52K
Sales performance is fairly consistent across locations, with Hell’s Kitchen slightly leading.
5️⃣ Recommendations and Improvements
Strategies to Boost Or Increase Sales:
️ Identify reasons behind the sales decline – Is it due to competition, price changes, or seasonal demand?
️ Increase promotions during weekends to boost sales.
️ Capitalize on peak morning hours by offering special discounts from 10:00 AM – 12:00 PM.
️ Expand top-performing product offerings such as specialty coffee and hot chocolate to attract more customers.
️ Enhance inventory management to ensure high-demand products are always available and minimize underperforming stock