 This paper provides an overview of electroencephalogram, e.g., data analysis tools and their associated processes. It also defines terms relevant to e.g., data analysis and provides a list of tools for further research. This article was authored by Rupak Kumar Das, Anna Martin, Tom Zerales, and others.