Adding lines and asterisks of statistical significance on a figure with ggplot2 CC093











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Have you ever wondered how to add lines with asterisks to denote statistical significance on a plot you've made with ggplot2? In this episode of Code Club, Pat will walk you through performing a series of statistical tests with kruskal.test and pairwise.wilcox.test and how to use geom_line and geom_text to draw the lines and stars. • • Pat will use RStudio and base functions including #kruskal.test and #pairwise.wilcox.text and the #geom_line and #geom_text functions from the #ggplot2 package and other packages from the tidyverse. The accompanying blog post can be found at https://riffomonas.org/code_club/2021... • Do you have a figure that you would like to receive a critique or help improving? Let me know and I'd be happy to arrange a guest appearance! • If you're interested in taking an upcoming 3 day R workshop, email me at [email protected]! • R: https://r-project.org • RStudio: https://rstudio.com • Raw data: https://github.com/riffomonas/raw_dat... • Workshops: https://www.mothur.org/wiki/workshops • You can also find complete tutorials for learning R with the tidyverse using... • Microbial ecology data: https://www.riffomonas.org/minimalR/ • General data: https://www.riffomonas.org/generalR/ • 0:00 Introduction • 3:23 Running kruskal.test and pairwise.wilcox.test • 10:02 ggplot2 figures can be saved as objects • 11:13 Drawing line segments to denote comparisons • 13:57 Adding text to line segments • 16:09 Critique of figure • 19:21 Conclusion

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