To ensure that different data sets are comparable, several normalization and scaling options are available in Partek Flow. These include newly-developed algorithms specifically tailored for genomic analysis.When a project contains multiple libraries, the data might contains variabilities due to technical differences (e.g. sequencing machine, library prep kit etc.) in addition to biological differences (like treatment, genotype etc.). Batch removal is essential to remove the noise and discover biological variations.