R_chart.Correlation
The chart.Correlation() function from the PerformanceAnalytics package produces a very nice scatterplot matrix, with histograms, kernel density overlays, absolute correlations, and significance asterisks (0.05, 0.01, 0.001).
mydata <- mtcars[, c(1,3,4,5,6)]
# plot the data
library(PerformanceAnalytics)
chart.Correlation(mydata)
![](data:image/png;base64,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)
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