I need to visualize the correlation in better way

Question

[mrashad]

Dear all,

I need to visualize the correlation between some different features in a way better than corrplot. I tried the plotVar with the pca object, it works but all features used as 1 block or colored with only one color no options to color each feature with different color like: https://ibb.co/88YmLTq

Is there any way to make them in different colors? Or is there any library can be used for visualize the correlation in a form of correlation circle plot or any plot other than corrplot?

I just need an informative plot easily to interpret the results through it. Example for the data:

https://ibb.co/Dp9G7kT

Here for example, I need to visualize RNA and cytokines but with different colors

[Mensur Dlakic]

I recently posted a script that plots correlations in different colors. It is easy to customize using different matplotlib's color maps.

Answer 1

[Zhilong Jia]

Correlation with a cut-off could be represented in a network by Cytoscape. like