Articles by Dr. Darrin

Python for Data Privacy

November 3, 2025 | Dr. Darrin

Data privacy is a major topic among analysts who want to protect people’s information. There are often ethical expectations that personal identifying information is protected. Whenever data is shared, you want to be sure that individual people cannot be identified within a dataset, which can lead to unforeseen consequences. ...
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Generating Fake Data for Privacy with Python

October 17, 2025 | Dr. Darrin

The privacy of individuals in a dataset can be protected through the development of fake data. Using false numbers makes it much more difficult to identify individual people within a dataset. In this post, we will look at how to generate fake numbers and names using Python. Libraries & Data Preparation ...
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Bokeh-Manipulating Glyph Color

September 26, 2025 | Dr. Darrin

In this post, we will examine how to manipulate the color of the glyphs in a Bokeh data visualization. We are doing this not necessarily for aesthetic reasons but to convey additional information. Below are the initial libraries that we need. We will load additional libraries as required. pydatasets will ...
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Bokeh Display Customization in Python

July 7, 2025 | Dr. Darrin

In this post, we will examine how to modify the default display of a plot in Bokeh, a library for interactive data visualizations in Python. Below are the initial libraries that we need. The first line of code is where our data comes from. We are using the data() function ...
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Bokeh Tools and Tooltips

June 25, 2025 | Dr. Darrin

In this post, we will look at how to manipulate the different tools and tooltips that you can use to interact with data visualizations that are made using Bokeh in Python. Tool are the icons that are displayed by default to the right of a visual when looking at a ...
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