Correlation matrix values

Hello world!
I’m using the scanpy function to make correlation matrixes ( funciton) and I was wondering if there could be the possibility to extract the values from this correlation matrix. And also, if it could be possible to calculate the statistics.

Can someone help me?
Thanks a lot!!