This paper presents an inventive software interface for the integration of some extensively used information systems with the R programming environment. The contribution of this paper is two‐fold. First, a more comprehensive and specialized data analysis tool is provided. Second, a notable software code analysis model has been proposed to perform statistical tests and execute machine learning algorithms using the capabilities of the R programming language. The recommended application programming interface is successfully tested and evaluated based on a real‐life data set. The obtained results verify the high computing performance of the model in terms of the execution proceedings and achieved objectives.
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