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Big Data refers to large and complex data sets that traditional data processing systems cannot handle. It is characterized by the following five V's:
Volume
Volume refers to the vast amounts of data generated from various sources daily, such as business processes, social media platforms, networks, and human interactions. For instance, Facebook generates approximately a billion messages, 4.5 billion "likes," and more than 350 million new posts each day1.
Variety
Variety indicates the different types of data collected from various sources. Big Data can be structured, semi-structured, or unstructured. Structured data is organized in a tabular form and stored in relational databases. Semi-structured data includes formats like JSON, XML, and CSV. Unstructured data comprises files, log files, audio files, and image files12.
Velocity
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