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I would like to compare two datasets. Each dataset includes the ratio of chosen features (number of chosen tokens/number of all tokens in the document). The distribution is not normal.

I want to check of one group uses the features more often than the other one.

Would the Mann-Whitney U Test be suitable for me in this case? Which alternative should I take (SciPy suggests two-sided, less, and greater alternative)?

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    $\begingroup$ What question(s) do you have of your data? $\endgroup$
    – Dave
    Commented Jul 19, 2021 at 17:13
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    $\begingroup$ Do you want to estimate stochastic dominance between the two datasets using MWU test? Related: stats.stackexchange.com/questions/533424/… $\endgroup$
    – Galen
    Commented Jul 19, 2021 at 17:21
  • $\begingroup$ I want to check if one group uses selected features more often than the other one $\endgroup$
    – dar1234
    Commented Jul 19, 2021 at 17:45

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