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Coffee Shop Sales Performance Analysis

As a Data Analyst, I conducted a comprehensive analysis of the coffee shop’s sales data to evaluate key performance indicators (KPIs) and identify areas for business growth.

Overview:

Total Customers: 10,000

Total Sales: $141,380

Total Costs: $34,000

Total Quantity Sold: 30,000

Sales Performance by Category:

Sales were analyzed across different product categories (e.g., coffee, desserts, snacks, and beverages) to identify the best-performing sections and understand their contribution to overall revenue.

Sales Distribution by Gender:

Sales data was segmented by customer gender to reveal purchasing trends and preferences between male and female customers.

Regional Sales Concentration:

Analyzed geographic data to determine which locations generated the highest sales and where customer demand was most concentrated.

Top 5 Best-Selling Products:

Identified the five most popular items based on sales volume and revenue to optimize inventory management and marketing focus.

Top Customers Analysis:

Determined the most frequent and high-spending customers to design targeted promotions, loyalty programs, and personalized discounts to increase customer retention.

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