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Top Python Data Science Libraries 2025

GitHub Libraries → Python → Data Science Libraries
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pandas-dev/pandas 45K +127

added 3 months ago

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Python Data Science Libraries DataFrame Libraries Data Structures Statistics Libraries

streamlit/streamlit 39K +248

added 3 months ago

Streamlit lets you transform Python scripts into interactive web apps in minutes, instead of week

Python Dashboards Data Science Libraries

gradio-app/gradio 38K +213

added 3 months ago

Build and share delightful machine learning apps, all in Python.

Python AI / ML Libraries Data Science Libraries

pola-rs/polars 33K +178

added 3 months ago

Polars is a blazingly fast DataFrame library for manipulating structured data.

Rust Data Structures DataFrame Libraries Data Science Libraries Python Data Structures DataFrame Libraries Data Science Libraries

numpy/numpy 29K +84

added 3 months ago

NumPy is the fundamental package for scientific computing with Python.

Python Math Libraries Data Science Libraries

plotly/dash 22K +269

added 3 months ago

Dash is the most downloaded, trusted Python framework for building ML, data science, and dashboards web apps.

Python Dashboards Data Science Libraries

matplotlib/matplotlib 21K +38

added 3 months ago

Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.

Python Charting Libraries Data Science Libraries

sinaptik-ai/pandas-ai 20K +209

added 3 months ago

Python platform that makes it easy to ask questions to your data in natural language. It helps non-technical users to interact with their data in a more natural way, and it helps technical users to save time, and effort when working with data.

Python Data Platforms AI / ML Libraries LLM Libraries Data Science Libraries

bokeh/bokeh 19K +18

added 3 months ago

Interactive Data Visualization in the browser, from Python

Python Charting Libraries Data Science Libraries

scipy/scipy 13K +32

added 3 months ago

SciPy is an open-source software for mathematics, science, and engineering. It includes modules for statistics, optimization, integration, linear algebra, Fourier transforms, signal and image processing, ODE solvers, and more.

Python Data Science Libraries Math Libraries Statistics Libraries

mwaskom/seaborn 13K +38

added 3 months ago

Seaborn is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics.

Python Charting Libraries Data Science Libraries

marimo-team/marimo 13K +242

added 3 months ago

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. All in a modern, AI-native editor.

Python Data Science Libraries

modin-project/modin 10K +17

added 3 months ago

Scale your pandas workflows by changing one line of code.

Python Data Science Libraries DataFrame Libraries Data Structures Statistics Libraries

vega/altair 9K +44

added 3 months ago

Declarative visualization library for Python

Python Data Science Libraries

spyder-ide/spyder 8K +26

added 3 months ago

The Python IDE that scientists and data analysts deserve

Python Data Science Libraries IDE

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