The "Vs" that define the Big Data are :
A. Volume
B. Variety
C. Velocity
D. Validity
E. Veracity
Choose the correct answer from the options given below :

Correct option is C

Introduction: Big Data is characterized by specific attributes that distinguish it from traditional data processing, famously known as the "Vs" of Big Data. Correct Answer: A, B, C and E only

Information Booster:
· Volume – Refers to the sheer scale and quantity of data generated from various sources like social media, sensors, and transactions.
· Variety – Refers to the diversity of data types, including structured (databases), semi-structured (XML), and unstructured data (images, videos, audio).
· Velocity – Refers to the speed at which data is generated and processed in real-time or near real-time to meet demands.
· Veracity – Refers to the quality, reliability, and accuracy of the data. Since Big Data can be messy, verifying its truthfulness is crucial for decision-making.
Additional Knowledge:
· Validity – While "Validity" is a term used in data research (ensuring data measures what it is supposed to), it is not traditionally part of the core 5 Vs defining Big Data in the context of IBM’s or Gartner’s standard frameworks.
· Value – Often considered the "fifth V" (replacing or adding to Veracity), it represents the insights and benefits derived from analyzing Big Data, but in this specific MCQ set, Veracity is the intended fourth pillar alongside A, B, and C.