Correlation Distributions (Correlation and Principal Components)The Correlation Distributions tab is shown below:The Correlation Distributions tab shows a series of histograms, quantiles , and summary statistics for the correlations, p-values for testing that they equal zero, and corresponding -log 10 ( p -values). These distributions can be helpful in determining correlation patterns in the data and which correlations are significantly different from zero.