๐น Business Problem Addressed
Organizations struggle with tracking the financial impact of discounts, understanding profitability across segments, and identifying growth trends. This project focused on creating a finance-ready dashboard to provide actionable insights into sales performance, cost management, and profit margins.
๐น Key Metrics & Insights
Total Sales, Net Sales, Gross Sales โ revenue tracking
Profit & Profit Margin % โ profitability evaluation
Discounts Impact โ revenue leakages due to discounting
Units Sold โ demand measurement
Trend Analysis (Year-Month) โ seasonality and growth
Segment, Product, and Country breakdowns โ performance analysis across business dimensions
๐น Visualizations & Reasoning
Cards (KPIs): Quick overview of Sales, Profit, Units, Profit Margin.
Waterfall Chart: Shows flow Gross Sales โ Discounts โ Net Sales, highlighting discount impact.
Clustered Column Chart: Compare Sales & Profit by Product/Segment.
Scatter Plot: Correlation between Discounts vs Profitability.
Line Chart (Trend): Detect growth or seasonality in Sales & Profit over time.
Treemap/Matrix: Identify top-performing products by sales/profit.
Map: Geographic performance by country.
๐น Design Enhancements
Consistent colors: Blue for Sales, Green for Profit, Red for Discounts.
Data labels for readability.
Segmented layout: KPIs (top row), Product/Segment (middle), Trends & Geo (bottom).
Clear narrative: from overall performance โ drivers of profit โ actionable insights.
๐น Narrative / Business Story
The dashboard revealed that discounts significantly reduce net revenue, with certain products/segments contributing more profit than others. Profitability varied across geographies, and trend analysis exposed seasonal fluctuations in sales.
๐ Business Action: Optimize discounting strategies, focus on high-margin products, and leverage seasonal demand patterns for better financial outcomes.
๐น Impact
๐ Delivered a clear financial picture linking sales, discounts, and profit.
๐ก Supported strategic decision-making in pricing and product mix.
๐ Improved financial visibility for executives, enabling proactive planning.