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Published July 16, 2022 | Version v1.0.0
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Minimalist Data Wrangling with Python

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Description

Minimalist Data Wrangling with Python by Marek Gagolewski is envisaged as a student's first introduction to data science, providing a high-level overview as well as discussing key concepts in detail. We explore methods for cleaning data gathered from different sources, transforming, selecting, and extracting features, performing exploratory data analysis and dimensionality reduction, identifying naturally occurring data clusters, modelling patterns in data, comparing data between groups, and reporting the results.

This textbook is an open-access, non-profit, and independent project, free for everyone to enjoy. Please spread the word.

Notes

Please cite this book as: Gagolewski, M. (2022). Minimalist Data Wrangling with Python. Melbourne. https://datawranglingpy.gagolewski.com/. doi:10.5281/zenodo.6451068

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