Based on the variance explained in our first two axes and the marginal significance of the third axis, we quantified individual specialization in behavior within populations by calculating 95% confidence ellipses on the first two axes using the ggplot2 package (Wickham, 2016 ) in R.
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Testing the relationship between intraspecific competition and individual specialization across both behavior and diet.
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The sentences
The first two axes of our PCA explained 46.71% of the variance in crayfish behavior and were significant by Kaiser's rule ( SD = 1.30, 1.05), whereas the third axis was marginally significant ( SD = 1.01).