Today, governmental entities are embracing new trends in information technology. One of the technological developments that generate more excitement is Big Data; because this technology let us analyze the huge amount of information produced by the government and is useful for decisions making. On the other hand, the Future Internet platform of the European Community (FI- WARE) is one of the most powerful trends around the world and has aroused more interest in governments. This technology is based on a set of Generic Enablers (GE) for various applications, including Big Data. The FI-WARE is a platform under construction and knowing how this process performed is essential to join in this monumental effort and take advantages of its benefits. This document presents the results of the application of text and data mining techniques as well as informetric mapping to gain understanding regarding the development of Big Data technology present in the FI- WARE.