Data analysis usually includes the following steps: 1) Data clean up. A pre-procedure to clean up any reads with low quality scores removing any sequences containing "N" or ambiguous nucleotides and 2) Assigning taxonomy to the sequences which is usually done using tools such as BLAST[9] or RDP.[10] Very often, novel sequences are discovered which cannot be mapped to existing taxonomy.