Python for Data Analysis

The Python data science ecosystem: pandas, numpy, scikit-learn and more.

15 items

URL

Pandas Documentation

Data manipulation library

pandas.pydata.org
URL

NumPy

Numerical computing

numpy.org
SciPyURL

SciPy

Scientific computing

scipy.org
URL

Scikit-learn

Machine learning library

scikit-learn.org
Jupyter NotebooksURL

Jupyter Notebooks

Interactive computing

jupyter.org
URL

Kaggle Datasets

Data science datasets

www.kaggle.com
Real Python TutorialsURL

Real Python Tutorials

Python education

realpython.com
URL

DataCamp Courses

Data science learning

www.datacamp.com
Towards Data ScienceURL

Towards Data Science

Data science publication

towardsdatascience.com
URL

Python Data Science Handbook

Comprehensive guide

jakevdp.github.io
PolarsURL

Polars

Lightning-fast DataFrame library for Python and Rust

pola.rs
DuckDBURL

DuckDB

In-process analytical database

duckdb.org
URL

Seaborn

Statistical data visualization built on matplotlib

seaborn.pydata.org
URL

Vaex

Out-of-core DataFrames for big data

vaex.io
Great ExpectationsURL

Great Expectations

Data validation and quality testing

greatexpectations.io

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