Budget Analyzer

What it does

The Budget Analyzer is a tool designed to analyze financial data and provide insights into spending habits. It automatically categorizes expenses, identifies trends over time, and offers recommendations for potential savings. The skill generates reports in PDF and HTML formats, allowing users to track their budget versus actual spending and gain a clearer understanding of where their money goes.

When to use it

• Analyzing personal or business financial data to understand spending patterns.
• Comparing monthly expenses to identify areas for cost reduction.
• Generating visual reports (pie charts, bar graphs) to illustrate category breakdowns.
• Tracking progress against pre-defined budget targets.
• Quickly identifying top expense categories and potential savings opportunities.

Key capabilities

• Auto-Categorization: Automatically classifies expenses based on descriptions or merchant names.
• Trend Analysis: Identifies month-over-month spending patterns.
• Period Comparison: Compares spending across different time periods.
• Category Breakdown: Generates pie charts and bar graphs to visualize spending by category.
• Savings Recommendations: Suggests areas where spending can be reduced.
• Budget vs Actual Tracking: Allows users to compare actual spending against budget targets.
• Report Generation: Creates PDF and HTML reports summarizing financial data.

Example prompts

• "Analyze my transaction data from transactions.csv."
• "Show me a breakdown of my expenses by category."
• "Generate a PDF report comparing my spending in January and February."

Tips & gotchas

• The skill requires a CSV file containing transaction data with columns for date, amount, and description.
• Custom categories can be defined using a JSON file to improve expense categorization accuracy.
• Ensure the date_col, amount_col, and description_col parameters are correctly specified when loading data.