Criminal network analysis is crucial in digital forensics to apply suitable forensic tools and technologies for the criminal activity that happened within a particular criminal network. Big data analytics assists to reshape security and law enforcement agencies to determine the insights of the criminal network insights for better decision-making. By applying the different big data platforms, tools, and sources, criminal network analysis has been performed.