The document lists the top 20 big data tools in 2019. It provides brief 1-2 sentence descriptions for each tool, including that #1 allows distributed processing of large data sets across clusters, #2 is an open source cluster computing framework that supports processing large data sets across clusters, and #3 is an open source system that can process unbounded streams of data in real time.