This project analyzes company sales data to identify trends, best-selling products, and regional revenue distribution.
This project shows:
-
Data Cleaning
-
Data Aggregation
-
GroupBy Analysis
-
Data Visualization
-
Business Insight Generation
These are core skills used by data analysts.
- Python
- Pandas
- NumPy
- Matplotlib
- Monthly sales trends
- Best-selling products
- Revenue by region
- Laptop generates the highest revenue.
- Phone has the highest number of units sold.
- West region contributes the highest revenue.
notyoursreejon