Correlation vs Causality
Finding two variables that move in the same or opposite direction from each other does not necessarily mean they are influencing each other.
The quantitative fallacy
"The McNamara fallacy (also known as the quantitative fallacy), involves making a decision based solely on quantitative observations (or metrics) and ignoring all others.", Wikipedia.
Survivorship bias is most of the time a story of the data you don’t know you don’t have. That is why this pitfall is so hard to avoid.
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