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https://github.com/shogunbanik18/budgetify

End-to-End Budget Analysis enables effective budgeting through detailed analysis and strategic planning
https://github.com/shogunbanik18/budgetify

analysis data data-engineering data-exploration databricks databricks-notebooks etl etl-process python3

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End-to-End Budget Analysis enables effective budgeting through detailed analysis and strategic planning

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README

          

## Your One-Stop Destination for Managing Budgets and Gaining Financial Insights

This project helps users analyze their spending, savings, and investments, allowing for more informed financial decisions.

### Business Insights Generated from the Monthly Reports

1. **Savings Rate**
2. **Recurring vs Non-Recurring**
3. **Expense Efficiency**
4. **Highest Daily Expense**
5. **Lowest Daily Expense**
6. **Weekly Expense Analysis**
7. **Unexpected Expenses**
8. **Daily Spending Variance**
9. **Opportunity Cost Analysis**
10. **Psychological Spending**
11. **Needs, Wants, and Investments**
12. **Pending Payments**
13. **1st 15 Days vs Last 15 Days**
14. **Max Expense Category**
15. **Top N Expense Categories**
16. **Weekdays vs Weekends**
17. **Category-wise Distribution by Day Type**

### Data Flow Diagram
![image](https://github.com/user-attachments/assets/363e531d-2be0-4f09-b394-244b33183cc5)
### Updated E2E Budget Anlysis Flow :
WhatsApp Image 2026-04-26 at 10 31 46 PM
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