This Python-powered tool analyzes bank statement data and generates a clean, automated PDF — giving users a quick, visual summary of their finances.

• programming languagePython
• Load Filetypeledger / CSV
• Export FiletypePDF / HTML
• Project data

Below a snapshot of the automated bank‑data pipeline. It demonstrates how transaction records are fetched, cleaned, and categorized in preparation for report generation. With the data loaded and processed, the script lays out a well‑formatted PDF report.

The example screenshot below shows breakdowns of income vs. expenses, monthly savings trends, and an overall balance summary.

The final PDF offers users an at‑a‑glance financial overview. This automation empowers users to effortlessly track and understand their financial status.

Whether you're aiming to control overspending, grow your savings, or simply understand your monthly habits better, this tool provides a smart, automated solution — fast, clear, and easy to use.