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Dev tools · July 21, 2026

ADA

An open-source data analyst that shows its math

ADA launched on July 21, 2026 with 11 votes, #1,462 of 24,623 launches that month and more than 90% of that year's launches.

Visit github.com ↗ADA alternativestop 6% of July 2026

What it does

I tried to automate a data analyst. Contribute to sainesrop in a CSV or Excel file. ADA cleans it, builds a dashboard, flags anomalous periods, projects a guarded forecast, and answers questions about your data. The difference: every chart, every forecast, every chat answer traces back to a pandas calculation you can actually read. Nothing is a black box. Optional AI only ever sees your column schema, never your rows, and the whole product works with no API key. MIT Licensed (want contributors)

AI data analyst: chat with your data, generate dashboards, detect anomalies, forecast trends with verified calculations using pandas.. - saineshnakra/automated-data-analyst

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