Visualizing scatterplots in R | Correlation | ggscatter(), pairs(), ggpairs()

In the previous video, we have learned how to perform correlation tests and how to get a matrix of correlation values by using different packages. Now in this video, you will learn, how to visualize the association or relationship between variables and visualizing a matrix of scatterplots.

Video contains:
1. Importing data set
2. Scatterplot between two variables
3. A matrix of scatterplots using pairs() function
4. A matrix of generalized pairs plot using ggpairs() function

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#R
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#ggpairs

[WhySoBroke]

Most excellent useful video!! I learned a lot with such practical and well put together workflow. Many many thanks!!!

[vinodkukanur]

First of all thanks for making such a wonderful video. I really love watching your videos. And finally thanks for replacing robotic voice with yours! It's excellent!. Can you also make videos on explaining individual r packages? Or all alternative methods that can be used to perform a task. There are no videos on some of the r packages...

[richardmose]

Thank you useful video as always. I prefer your voice than the robot

[mirlot]

Exelente, gracias por compartir el video, una vez mas muchas gracias

[mohammedadjeli]

in the first thanks for this great work. I want to know how to reduce the size of the writing in the plot when I execute:
ggpairs(
data = data[13:19],
mapping = ggplot2::aes(color = Periode),
upper = list(continuous = "cor"),
lower = list(continuous ="points"),
diag = list(continuous ="densityDiag"),
thanks in advance

[studyforfun]

Hi Sir, thanks for the best video on youtube, I always get the error message: "could not find function "ggscatter".

[WhySoBroke]

Can you please do a tutorial on nonparametric regression and package mgcv? Thanks in advance amigo!! ❤️🇲🇽❤️