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The 'ggcor' package can be used to visualize simply and directly a correlation matrix based on 'ggplot2'. It provides a solution for reordering the correlation matrix, displaying the different significance level on the plot and other details. The most important parts, It also provides a graphical display of any correlation analysis and their combination (such as Mantel test, procrutes test, and so on).