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Visualizations in R

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How to Create and Interpret Pairs Plots in R

A pairs plot is a matrix of scatterplots that lets you understand the pairwise relationship between different variables in a dataset. Fortunately it’s easy to create...
R

How to Create a Scatterplot with a Regression Line in R

Often when we perform simple linear regression, we’re interested in creating a scatterplot to visualize the various combinations of x and y values. Fortunately, R...
R

How to Create a Relative Frequency Histogram in R

A relative frequency histogram is a graph that displays the relative frequencies of values in a dataset. This tutorial explains how to create a relative frequency...
R

How to Use abline() in R to Add Straight Lines to Plots

The abline() function in R can be used to add one or more straight lines to a plot in R. This function uses the following...
R

How to Plot Multiple Boxplots in One Chart in R

A boxplot (sometimes called a box-and-whisker plot) is a plot that shows the five-number summary of a dataset. The five-number summary includes: The minimum value The first...
R

How to Plot Multiple Lines (data series) in One Chart in R

This tutorial explains how to plot multiple lines (i.e. data series) in one chart in R. To plot multiple lines in one chart, we can...
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