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Product typeBook
Published inJun 2018
Reading LevelIntermediate
PublisherPackt
ISBN-139781789135404
Edition1st Edition
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Kevin Jolly
Kevin Jolly
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Kevin Jolly

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 about Kevin Jolly

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Creating multiple plots in the same column

In this section, you will learn how to stack multiple plots vertically on top of each other to create a column-wise comparison of plots. We will be using the two scatter plots that we created earlier in the chapter to achieve this.

In order to create a vertical layout of plots, we use the code shown here:

#Import the required packages

from bokeh.layouts import column
from bokeh.io import output_file, show

#Group the 2 plots into a 'column' layout

col_layout = column(plot1,plot2)

#Output the plot

output_file('vertical.html')

show(col_layout)

This results in a layout of plots, as illustrated here:

Plots 1 and 2 in a vertical layout

In the previous code, we used the column function, which takes in the plots that we want to stack vertically on top of each other as input arguments to create the vertical layout of plots. This...

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Hands-On Data Visualization with Bokeh
Published in: Jun 2018Publisher: PacktISBN-13: 9781789135404

Author (1)

author image
Kevin Jolly

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 about Kevin Jolly