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Expense Report Generator

Upload a CSV of expenses and get a short spending report with a table of the top categories.

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Upload a CSV of expenses, specify the category and amount columns, and get a short spending report with a table of the top categories.

How it works

Drop in your CSV file and specify the columns for categories and amounts. The tool will analyze the data and generate a report with the top 5 expense categories and their totals.

What it reads

The tool reads the header, the first few rows, and a per-column summary (count, min, max, distinct values) from the CSV. Large files are sampled, not uploaded in full to the model.

Questions

Is my file stored?

No. The file is read once to build the summary and discarded; only the summary text is kept for the length of the run.

Can I change the number of categories shown?

Currently, the tool shows the top 5 categories. If you need a different number, you can regenerate with a different input or request a custom version.