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This notebook contains 6 sections, one with instructions for setting up your notebook, one explaining the basicis of ggplot (the graphing library we'll be using) and four which contains code and descriptions of visualizations useful for exploring different types of data.

In each section (except the first) there will be exercises for you to complete. If you get stuck you can check out this notebook. It has hints that you can expand to show you what your output visualization should look like and, if you’re completely lost, the code to generate those figures. You can also use the notebook to check your work once you're finished.