Sales Performance! Dashboard ๐ฏ
Data Cleaning and Manipulation Highlights:
โ Data Cleaning: Addressed missing values, removed duplicates, and standardized data formats for consistency.
๐ Data Transformation: Aggregated sales data, calculated KPIs (average sales, ratings), and categorized items for
better analysis.
๐๏ธ Data Integration: Imported and merged multiple Excel sheets to create a unified dataset.
๐๏ธ Data Modeling: Established relationships between tables to enable dynamic reporting and interactive dashboards. Project Highlights:
๐ Total Sales Analysis: Detailed metrics for informed decision-making
๐งฎ KPI Calculations: Including average sales and Profits
๐ Interactive Dashboard: With dynamic charts and filters
๐ Data Import: Comprehensive insights from CSV data
๐จ Visual Formatting: Using various chart types for clarity
๐ User Interaction: Enhanced data exploration features
Key Insights:
--Sales Performance Metrics: Identifying trends for strategy improvement
--Item Type Analysis: Tailoring inventory and marketing efforts
--Dynamic Dashboard: Enabling detailed data segment analysis
--Data Quality: Ensuring trustworthy insights
--Effective Visualization: Making complex data actionable