Data Visualization with Python

Understand, explore, and effectively present data using the powerful data visualization techniques of Python programming.

Data Visualization with Python

Mario Döbler, Tim Großmann

Understand, explore, and effectively present data using the powerful data visualization techniques of Python programming.
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Book Details

ISBN 139781789956467
Paperback368 pages

Book Description

Data Visualization with Python reviews the spectrum of data visualization and its importance. Designed for beginners, it’ll help you learn about statistics by computing mean, median, and variance for certain numbers.

In the first few chapters, you’ll be able to take a quick tour of key NumPy and Pandas techniques, which include indexing, slicing, iterating, filtering, and grouping. The book keeps pace with your learning needs, introducing you to various visualization libraries. As you work through chapters on Matplotlib and Seaborn, you’ll discover how to create visualizations in an easier way. After a lesson on these concepts, you can then brush up on advanced visualization techniques like geoplots and interactive plots.

You'll learn how to make sense of geospatial data, create interactive visualizations that can be integrated into any webpage, and take any dataset to build beautiful visualizations. What’s more? You'll study how to plot geospatial data on a map using Choropleth plot and understand the basics of Bokeh, extending plots by adding widgets and animating the display of information.

By the end of this book, you’ll be able to put your learning into practice with an engaging activity, where you can work with a new dataset to create an insightful capstone visualization.

What You Will Learn

  • Understand and use various plot types with Python
  • Explore and work with different plotting libraries
  • Learn to create effective visualizations
  • Improve your Python data wrangling skills
  • Hone your skill set by using tools like Matplotlib, Seaborn, and Bokeh
  • Reinforce your knowledge of various data formats and representations

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Book Details

ISBN 139781789956467
Paperback368 pages
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