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Hands-On Data Visualization with Bokeh

You're reading from  Hands-On Data Visualization with Bokeh

Product type Book
Published in Jun 2018
Publisher Packt
ISBN-13 9781789135404
Pages 174 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Kevin Jolly Kevin Jolly
Profile icon Kevin Jolly
LinkedIn
Kevin Jolly is a formally educated data scientist with a master's degree in data science from the prestigious King's College London. Kevin works as a statistical analyst with a digital healthcare start-up, Connido Limited, in London, where he is primarily involved in leading the data science projects that the company undertakes. He has built machine learning pipelines for small and big data, with a focus on scaling such pipelines into production for the products that the company has built. Kevin is also the author of a book titled Hands-On Data Visualization with Bokeh, published by Packt. He is the editor-in-chief of Linear, a weekly online publication on data science software and products.
See other products by Kevin Jolly

Table of Contents (10) Chapters

Preface 1. Bokeh Installation and Key Concepts 2. Plotting using Glyphs 3. Plotting with different Data Structures 4. Using Layouts for Effective Presentation 5. Using Annotations, Widgets, and Visual Attributes for Visual Enhancement 6. Building and Hosting Applications Using the Bokeh Server 7. Advanced Plotting with Networks, Geo Data, WebGL, and Exporting Plots 8. The Bokeh Workflow – A Case Study 9. Other Books You May Enjoy

Plotting with different Data Structures

Now that you have learned how to build a visualization from scratch using Glyphs, we can extend this concept and construct plots using data structures such as the NumPy array and pandas DataFrame.

This chapter will also teach you about the ColumnDataSource, the core essence of the Bokeh library, which will allow you to share your data over multiple plots and widgets!

In a nutshell, you will get hands-on experience of using Bokeh with various data structures, as this chapter will take you through:

  • Creating plots using NumPy arrays
  • Creating plots with pandas DataFrames
  • Creating plots using the ColumnDataSource
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Authors (1)

Profile icon Kevin Jolly
LinkedIn
Kevin Jolly is a formally educated data scientist with a master's degree in data science from the prestigious King's College London. Kevin works as a statistical analyst with a digital healthcare start-up, Connido Limited, in London, where he is primarily involved in leading the data science projects that the company undertakes. He has built machine learning pipelines for small and big data, with a focus on scaling such pipelines into production for the products that the company has built. Kevin is also the author of a book titled Hands-On Data Visualization with Bokeh, published by Packt. He is the editor-in-chief of Linear, a weekly online publication on data science software and products.
Read more
See other products by Kevin Jolly

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