Despite their importance to human and environmental health, we know relatively little about the taxonomic and functional diversity of microorganisms. The recent innovation of shotgun sequencing environmentally acquired DNA, a process known as metagenomic sequencing, provides unique insight into the natural diversity of microbes, but comes at the expense of tremendous data complexity. My...