The Python Data Visualization Landscape
The Python Data Visualization Landscape
EuroPython Online 2020
Bence Arat?
Director, BI Consulting
? Data architect and analyst with 15+ years of experience
? Visiting professor at CEU, teaching data visualization and visual analytics
? PyData Budapest meetup organizer
Acknowledgements
? This talk would not exits without the help and materials of:
? Philipp Rudiger, Anaconda ? Jim Bednar, Anaconda ? Nicholas Kruchten, Plotly ? Jake VanderPlas, Altair ? Maarten Breddels, Voila ? Randy Zwitch, Streamlit
? Special thanks to
? Jim Bednar and Nicholas Kruchten for providing feedback during preparation
? Anett Labancz for the help with the code examples
A word of caution
? The Python dataviz landscape is large and this talk only covers a subset of the libraries (see the end of the talk for more!)
? All libraries have pros and cons, and there is always some subjectivity in evaluating them. Your mileage may vary.
? The code samples were ran on Google Colab, other environments might require some changes (e.g. installing non-default libraries)
Introduction
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