The Flaviviridae family of positive-sense single-stranded RNA (+ssRNA) viruses includes viral taxa which greatly impact public health worldwide. To explore how the viruses within the Flaviviridae family evolve, we examined the extent to which these viral taxa use nucleotide covariance, spontaneous mutation, and/or homologous recombination to vary their genotype as well as the resulting phenotype. We developed and used CovarView to assist us in simultaneously viewing and inspecting the results from whole genome covariance analyses. This resulted in the identification of previously-characterized RNA functional structures in the genomes of hepatitis C virus (HCV), as well as a new RNA functional region in the gp120 coding region of human immun...