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Everyone talks about Pandas and NumPy — but these quiet heroes might just save your next project.

The Most Underrated Python Libraries (And Why They Deserve More Love)

Forget the big names — these lesser-known libraries pack serious power, elegance, and productivity boosts.

4 min readJun 9, 2025

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Photo by Yosi Prihantoro on Unsplash

Python is everywhere — from web development and data science to automation and AI. With over 400,000 libraries available on PyPI, it’s no surprise that a handful dominate the spotlight: NumPy, Pandas, Flask, TensorFlow… the usual suspects.

But what about the hidden gems? The libraries that don’t trend on GitHub or star in conference keynotes — yet quietly solve real problems with elegance and power?

This article dives into some of the most underrated Python libraries that deserve far more attention than they get. Whether you’re a seasoned developer or a curious beginner, these tools might just become your new favorites.

1. Rich — Make Your Terminal Beautiful

Why it’s underrated: Despite being a game-changer for terminal applications, Rich still flies under the radar for many developers.

What it does: Rich makes it…

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Aashish Kumar
Aashish Kumar

Written by Aashish Kumar

Hi, I’m Aashish Kumar, a passionate software engineer from India 🇮🇳, specialize in Python | Django | AI | LLM | Full Stack Development.

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