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hey folks in recent episodes of code club we have been using tools from the tidy verse to do our own refraction analysis of the number of different taxa in a variety of microbial communities weamp;#39;ve been doing a lot of the heavy lifting ourselves and i think thatamp;#39;s been useful to help us learn more about rarefaction working with random processes and then also just getting more practice more reps using tools from dplyr and other functions and packages from the tidyverse well in todayamp;#39;s episode i am going to show you how you can streamline your analysis by using tools built into a great package for ecological analysis called vegan so today we will use vegan to look at rarifying our data to a specific number of sequences weamp;#39;ll also look at the probability of seeing any of our different taxa for that level of sampling effort and then weamp;#39;ll also generate refraction curves for our 227 different samples and weamp;#39;ll see how we can get the data out of