October 2023
Beginner
516 pages
12h 12m
English
Content preview from The Statistics and Machine Learning with R Workshop
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4
Data Visualization with ggplot2
The previous chapter covered intermediate data processing techniques, focusing on dealing with string data. When the raw data has been transformed and processed into a clean and structured shape, we can take the analysis to the next level by visualizing the clean data in a graph, which we aim to accomplish in this chapter.
By the end of this chapter, you will be able to plot standard graphs using the ggplot2 package and add customizations to present excellent visuals.
In this chapter, we will cover the following topics:
- Introducing ggplot2
- Understanding the grammar of graphics
- Geometries in graphics
- Controlling themes in graphics
Technical requirements
To complete the exercises in this chapter, you will need ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.