15:I[981,["658","static/chunks/658-a698693f56d0116a.js","183","static/chunks/183-6beeeb801c274aaa.js","474","static/chunks/app/%5Btype%5D/layout-631c4730b83c8223.js"],"Posts"] 16:T55d,I built SpeedyEDA, a Python CLI and library for fast, production-ready exploratory data analysis.

The idea is simple: remove EDA boilerplate and make data inspection something you can run in one command, directly from the terminal or CI.

fasteda data.csv --fun

Or generate a standalone interactive HTML report:

fasteda data.csv --html report.html

What it includes

Automatic statistics + detailed quantiles

Multiple correlation methods (Pearson, Spearman, Kendall)

Outlier detection (IQR + Z-score)

Automated data quality alerts (duplicates, multicollinearity, class imbalance, high cardinality, missing values, mixed types)

Interactive Plotly-based HTML reports

CSV / Excel / JSON / Parquet support

Python API + plugin system

Why I built it

Existing tools are powerful, but often heavy, slow on medium datasets, or not CLI-first. SpeedyEDA is designed for quick inspection, scripts, and daily dev workflows.

Links

PyPI: https://pypi.org/project/speedyeda/

GitHub:https://github.com/Dawaman43/fasteda

Would love feedback—especially on performance, missing checks, and real-world edge cases.

Thanks!17:T476,HackLikeMe is a terminal-native AI agent that gives you full access to nmap, tshark, docker, kubectl, terraform + 100+ tools, but with pro-grade reasoning first. Instead of blindly running commands, it pauses to plan, then executes safely on your local machine with full visibility.

Built for DevOps engineers, security folks, and fullstack devs who live in the terminal. Key features:

6 purpose-built agents (Coder, FullStack, DevOps, Security, Plan, Monitor)

Supports 50+ lan

To Save a Keyboard

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