Is there a way for me to get a summary table of all of the OTUs and read counts (I would like them to include the kingdom, phylum, order, etc.). Also, can you do statistics like alpha diversity and Shannon index and run p-values?
Use File->Export->Text to export in many different formats. Use the menu items in Options to compute alpha diversity.