This is the correlation matrix of Variable 1 against 16 other variables. I have applied the Distance correlation matrix from the R package "Correlation" which I read is suitable for non-linear data. But I am having time interpreting this result as I could not find enough resources on the Distance correlation result interpretation online. Therefore, could someone explain this result to me with the explanation of few variables and the mentioned parameters?
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