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The second phase of the value chain process is the collection of data from a fusion of different places. Big data is generated at various sources. All these are in various formats like text, image, and email, which may be structured, semi-structured, and unstructured data. Big data collection process used to retrieve raw data from the various sources. The most common big data sources are computers, smartphones, and the Internet [14].