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You are here: Home » Install Bokeh Python Visualization Library in Jupyter Notebooks

By Abhishek Ghosh May 23, 2018 3:36 pm Updated on May 23, 2018

Install Bokeh Python Visualization Library in Jupyter Notebooks

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Bokeh is an useful CLI tool for data visualization exactly like d3.js is useful tool. With Bokeh You Can Create Interactive Tables and Charts. Here is How to Install Bokeh Python Visualization Library in Jupyter Notebooks. In case, you do not have Jupyter Notebook installed, follow how to install Jupyter Notebook on Mac, GNU/Linux. If you are Windows 10 user, the same guide can be used if you use Python, pip from Bash.

 

Steps to Install Bokeh Python Visualization Library in Jupyter Notebooks

 

Installing via Anacona/Miniconda

If you have Anaconda or miniconda installed, then it is just easy :

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# cd to directory where your environment.yml file
conda env create
source activate bokeh-notebooks
conda install phantomjs pillow selenium
# sample data download to build demo visualizations
bokeh sampledata
## optional install Datashader, Holoviews
conda install -c datashader holoviews flask
# run the Jupyter notebook
## run jupyter notebook, open 00 - Introduction, Setup.ipynb notebook
jupyter notebook

Installing in Python Way

Basically, these are commonly needed dependencies or rather practical to have installed, not all can be installed via pip :

Jinja2
python-dateutil
PyYAML
numpy
packaging
six
tornado
NodeJS
Pandas
psutil
Sphinx

You can install like with pip like any other python stuff :

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pip install bokeh

You can check sample data by running the below common on bash :

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bokeh sampledata

By default, sample data is downloaded, stored inside ~/.bokeh/data/. Bokeh uses a YAML configuration file located at ~/.bokeh/config/. You can run cat on that file to check the contents.

If we use this python script from bash :

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from bokeh.plotting import figure, output_file, show
output_file("example.html")
p = figure()
p.line([1, 2, 3, 4, 5], [6, 7, 2, 4, 5], line_width=2)
show(p)

That example.html will locally open. Bokeh also has Javascript, CSS like D3.js for web usage.

Install Bokeh Python Visualization Library in Jupyter Notebooks

This is an example of using Bokeh (with code) to create an interactive Periodic Table :

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http://bokeh.pydata.org/en/latest/docs/gallery/periodic.html

Bokeh has good number of guides, examples on their official website.

Tagged With how to install libraries in jupyter notebook , how to install bokeh , how to install bokeh in python jupyter , install library in jupyter , bokeh python jupyter , install bokeh in jupyter , update bokeh python jupyter notebook , bokeh pillow python , bokeh libraries not jupyter , bokeh chrts install in jupyter

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Abhishek Ghosh

About Abhishek Ghosh

Abhishek Ghosh is a Businessman, Surgeon, Author and Blogger. You can keep touch with him on Twitter - @AbhishekCTRL.

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About This Article

Cite this article as: Abhishek Ghosh, "Install Bokeh Python Visualization Library in Jupyter Notebooks," in The Customize Windows, May 23, 2018, January 31, 2023, https://thecustomizewindows.com/2018/05/install-bokeh-python-visualization-library-in-jupyter-notebooks/.

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