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The vegan R package has a lot of useful functions for doing community ecology analysis including rarefaction with the rarefy, rrarefy, drarefy, and rarecurve functions. In this episode, I'll show how to get data into the right format to run these functions and how to get the output into the tidyverse. You can find my blog post for this episode at https://www.riffomonas.org/code_club/.... The data were generated in our Kozich et al. 2013 paper (http://doi.org/10.1128/AEM.01043-13) using samples from the Schloss et al. 2012 paper (http://doi.org/10.4161/gmic.21008). #rarefation #math #R #Rstudio #Rstats Want more practice on the concepts covered in Code Club? You can sign up for my weekly newsletter at https://shop.riffomonas.org/youtube to get practice problems, tips, and insights. If you're interested in taking an upcoming 3 day R workshop be sure to check out our schedule at https://riffomonas.org/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 Using vegan to rarefy richness values 5:45 vegan's rarefy function 11:22 vegan's rrarefy function 12:35 vegan's drarefy function 15:25 vegan's rarecurve function