Yes — and this is one of the most dangerous mistakes in science and investing
Given enough data, patterns appear by pure chance. This is called apophenia. Investors see trends in random stock charts, and scientists find correlations that vanish on retest. The brain is a pattern machine that often hallucinates signal in noise.
