Hands-On Data Visualization with Bokeh

Learn how to create interactive and visually aesthetic plots using the Bokeh package in Python

Hands-On Data Visualization with Bokeh

Kevin Jolly

2 customer reviews
Learn how to create interactive and visually aesthetic plots using the Bokeh package in Python
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Book Details

ISBN 139781789135404
Paperback174 pages

Book Description

Adding a layer of interactivity to your plots and converting these plots into applications hold immense value in the field of data science. The standard approach to adding interactivity would be to use paid software such as Tableau, but the Bokeh package in Python offers users a way to create both interactive and visually aesthetic plots for free. This book gets you up to speed with Bokeh - a popular Python library for interactive data visualization.

The book starts out by helping you understand how Bokeh works internally and how you can set up and install the package in your local machine. You then use a real world data set which uses stock data from Kaggle to create interactive and visually stunning plots. You will also learn how to leverage Bokeh using some advanced concepts such as plotting with spatial and geo data. Finally you will use all the concepts that you have learned in the previous chapters to create your very own Bokeh application from scratch.

By the end of the book you will be able to create your very own Bokeh application. You will have gone through a step by step process that starts with understanding what Bokeh actually is and ends with building your very own Bokeh application filled with interactive and visually aesthetic plots.

Table of Contents

What You Will Learn

  • Installing Bokeh and understanding its key concepts
  • Creating plots using glyphs, the fundamental building blocks of Bokeh
  • Creating plots using different data structures like NumPy and Pandas
  • Using layouts and widgets to visually enhance your plots and add a layer of interactivity
  • Building and hosting applications on the Bokeh server
  • Creating advanced plots using spatial data

Authors

Table of Contents

Book Details

ISBN 139781789135404
Paperback174 pages
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