Also note that slicing the data too many ways is also dangerous. Every time you slice the data a different way, you increase the chances that you will find a spurious correlation. It is very easy for a naive researcher to fail to adjust their p-values and mistake the spurious correlation for a real one. It is also very easy for a biased researcher to cherry-pick the correlations which match their expectations.