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For a Data Analytics research project that is based on a statistical structure of descriptive and predictive approaches, how can I support that for data

For a Data Analytics research project that is based on a statistical structure of descriptive and predictive approaches, how can I support that for data analytics research the best working methodology is Linear Regression? And what benefit can I get from the analysis of the results such as graphs and tables obtained under this methodology?

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