This summary line would benefit from being more explicit about the quantity calculated - e.g. mention "Pearson".

The following prose would also benefit from a more in-depth description of the calculation. Possibly augmented by linking to an external reference. (For example, the scipy documentation for scipy.stats.pearsonr seems to do a reasonable job of this.)