Qlik Insight advisors have the out-of-box capability to determine the dependency of one field with another, Linear (Correlation) as well as non-linear (Mutual Information). The key difference is that correlation is a measure of linear dependence, whereas mutual information measures general dependence (including non-linear relations). Therefore, mutual information detects dependencies that do not only depend on the covariance. Thankfully Qlik has them both with one click.
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