Big data characteristics include large volume of data, variety of data, requirement for real-time, and value embedded in the data. It is a collection of data that cannot be captured, managed, and processed with conventional software tools within an affordable time frame. Different data sources, unstructured data is getting more and more, need to be cleaned, organized, filtered and other operations into structured data.

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