What are the Characteristics of Big Data?

Volume

Big Data is characterized by the massive amount of data it encompasses, often ranging from terabytes to petabytes

Velocity

Big Data is generated at high speeds from various sources, including social media, IoT devices, and sensors

Variety

Big Data consists of diverse data types, including structured, semi-structured, and unstructured data, such as text, images

Veracity

Big Data may suffer from inconsistencies, inaccuracies, and uncertainties, making data quality a significant challenge

Value

The goal of analyzing Big Data is to extract valuable insights and knowledge that can drive informed decision-making

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