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Brilliant! I think it looks great now. I hope you agree as the developer, but as a user I find it both clearer to spot the X's and more readable (the numbers behind the X's).
More of a question than a suggestion:
How about increasing the 'X' that marks non-significant correlations?
Right now, it's actually a bit difficult to spot the X's because they're about the same size at the correlation value.
I'm wondering whether making the 'X' bigger would achieve two benefits:
For openjournals/joss-reviews#3167
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