How to Evaluate R Packages

One of the challenges for people learning R is this: there are often many ways to accomplish the same goal. This is, of course, also a benefit (if you don’t like the first approach, just try another one!). But when you’re just starting out and don’t have much experience with R, multiple solutions to a

Why I’m Donating 1% of Sales to Important Causes

For a while now, I’ve been considering donating revenue from my business to support groups working for social justice. The murder of George Floyd and the protests that have sprung up in its aftermath have convinced me that it is time to do this.  Starting today, I’m donating 1% of all sales of online courses to

How to Add Color to Titles Using the ggtext Package

If you read experts on data visualization, you’ll start to see some common suggestions. One of these is use titles not just to describe your chart, but to explain your findings. Instead of generic titles like “Change in Math Scores, 2017-2018 to 2018-2019,” they suggest, try something like, “Most Students Improved Their Math Scores From

How to Download Data in R

When you work with most data analysis tools, the first step in any project is to download your data. Your workflow might look something like this: Go to the website where the data is locatedFind the data you needDownload the data to your computerCopy the data to where you need to in