Perhaps the most common task with cleaned trimmed reads for a metagenomic shotgun experiment is to divide the sequences into OTUs. This can be achieved in many ways; in this recipe, we'll look at a method that splits sequences into subsequences of a given length and performs a type of hierarchical clustering on them to create groups.