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Big data is a technology to access huge data sets, have high Velocity, high Volume and high Variety and complex structure with the difficulties of management, analyzing, storing and processing. The paper focuses on extraction of data efficiently in big data tools using R programming techniques and how to manage the data and the components that are useful in handling big data. Data can be classified as public, confidential and sensitive. This paper proposes the big data applications with thedoi:10.31142/ijtsrd15705 fatcat:cx2zz6e7undc5dsrsvenmil774