Code Bug Fix: Analyzing outliers in 3 uncorrelated variables

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I am trying to search for outliers in my data. I’ve plotted some Boxplots but there seems to be no outlier (which would be understandable since my dataset is small). Do you know if it makes any sense to do a multivariate analysis (bagplot) even if my variables are completely uncorrelated with each other?

Thank you in advance!

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