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You're reading from  Jupyter Cookbook

Product typeBook
Published inApr 2018
Reading LevelIntermediate
PublisherPackt
ISBN-139781788839440
Edition1st Edition
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Author (1)
Dan Toomey
Dan Toomey
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Dan Toomey

Dan Toomey has been developing application software for over 20 years. He has worked in a variety of industries and companies, in roles from sole contributor to VP/CTO-level. For the last few years, he has been contracting for companies in the eastern Massachusetts area. Dan has been contracting under Dan Toomey Software Corp. Dan has also written R for Data Science, Jupyter for Data Sciences, and the Jupyter Cookbook, all with Packt.
Read more about Dan Toomey

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Present a user-interactive graphic using Python


In this section, we use another Python library, bokeh, to display a chart where the user can adjust parameters of the graphic for different results.

Note

The installation instructions for the bokeh library are very complex. Again, they're specific to the operating system and version of Python you are using in your installation.

We are presenting online voter information, with the data points showing, for each user ID, how many votes they received for some post they made.

How to do it...

We can use this script:

from bokeh.io import output_notebook, show
from bokeh.layouts import widgetbox
from bokeh.models.widgets import TextInput
from bokeh.models import WidgetBox
import numpy as np
import pandas as pd
from bokeh.plotting import figure, show
from bokeh.layouts import layout

output_notebook()

# load the vote counts
from_counts = np.load("from_counts.npy")

# convert array to a dataframe (Histogram requires a dataframe)
df = pd.DataFrame({'Votes...
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Jupyter Cookbook
Published in: Apr 2018Publisher: PacktISBN-13: 9781788839440

Author (1)

author image
Dan Toomey

Dan Toomey has been developing application software for over 20 years. He has worked in a variety of industries and companies, in roles from sole contributor to VP/CTO-level. For the last few years, he has been contracting for companies in the eastern Massachusetts area. Dan has been contracting under Dan Toomey Software Corp. Dan has also written R for Data Science, Jupyter for Data Sciences, and the Jupyter Cookbook, all with Packt.
Read more about Dan Toomey