Describe the characteristics of Big Data and the fundamental challenges of dealing with big data. Big data is not just described by the characteristic of quantity of data (volume), but other characteristics that start with the letter V as well. There are at least four main V’s of BIg Data, with some sources citing as many as ten different V’s to consider for Big Data.