Rosa roy Wambui

The bar graph was used to compare different spending categories, showing which areas had higher or lower expenses 📊

The pie chart was used to show the proportion of total expenses, making it easy to see how the budget was distributed across different categories 💰✨

A Personal Monthly Budget Tracker designed to record income and expenses, calculate totals, and help manage money effectively 📊💰

It provides a clear view of spending habits and supports better monthly financial planning 💼✨

This project involved cleaning and organizing raw data to make it accurate, consistent, and easy to use 📊✨

Duplicates were removed, errors corrected, and formats standardized to ensure the dataset was ready for analysis and reporting 💼📈