Apache Hadoop is a framework of open-source software for large-scale and storage processing on sets of data involving commodity hardware clusters.
R is a suite of software and programming language for the purpose of data visualization, statistical computations and analysis of data. It has strong graphical capabilities, and is highly extensible with object-oriented features.