I’m teaching correlations to my math students. I harp on the fact that correlation ≠ causation. How many times I read something in the news where two things happen and therefore one causes the other.
This is a favorite of mine. There’s a 97% correlation between marriages rate in Idaho and Murders by hanging, strangulation and suffocation.
Often times, correlations are simply spurious.