Here's a discussion of the dangers of lazy analysis, namely a heavy reliance on correlations! Without understanding the driving forces behind two charts that are moving together (whether sympathetic or inverse) the true connection cannot be found.
By the way, arguably, it was the reliance on correlations in a mathematics formula and nearly collapsed Wall Street. Read it here.
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