@eberhofer As a profressional oublished data scientist.. my god so much no..

No matter how many times you may show correlation it doesnt even suggest causation.

Take the classic ckrrelation kf pirates to global warming. Youd find that correlation in every single state in the whole of the world. Youd have 10000 different stro g correlations you coukd show if you broke it down by seperate regions... even with 10000 seperate correlations all showing pirates and global warming are **very strongly correlated** that strong pattern of correlation doesnt even hint at causation being at play.