Veracity refers to the degree of accuracy in data sets and how trustworthy they are.
Variability often applies to sets of big data, which might have multiple meanings or be formatted differently in separate data sources.
Value - some data scientists and consultants also added value to the list of big data's characteristics. Not all the data that's collected has real business value or benefits
