The Four Vs of Big Data

The Four Vs of Big Data describe key characteristics that define large datasets. Volume refers to the vast amount of data generated daily. Velocity indicates how quickly this data is produced and needs to be processed in real-time or near-real-time. Variety describes the different types and sources of data, such as text, images, or videos, coming from multiple platforms. Veracity relates to the trustworthiness or accuracy of the data, which can vary and require validation. Together, these qualities highlight the challenges and opportunities of managing and analyzing big data effectively.