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Pulse

Data tool
Concept

A personal finance dashboard that pulls bank exports into one place and actually tells you where your money went.

Planning stage · 2026 · Python, Pandas, SQLite

About

This started from checking four different banking apps just to answer one question: where did this month's money actually go? The idea is to drop in CSV exports from any bank, auto-categorize each transaction, including rent, food, subscriptions, and more, and surface trends instead of just a list of numbers. It's still in the planning stage, so nothing has been built yet.

Planned features

CSV importDrop in exports from any bank, no manual entry.
Auto-categorizationTransactions sorted into spending categories automatically.
Monthly trendsSee spending by category over time.
Spend alertsFlag categories that go above a set threshold.

Built with

Python Pandas SQLite Streamlit