Big Data consists of heterogeneous and diverse datasets from many sources and these datasets need to be reduced to the same format for systems interoperability. Some of the formatting tools include XML, JSON, AVro and Parquet. Discus the roles XML, AVro, and JSON, which are the popular data formatting tools in Big Data standardization.