International Journal of Neutrosophic Science IJNS 2690-6805 2692-6148 10.54216/IJNS https://www.americaspg.com/journals/show/3195 2020 2020 Research Scholar (Part Time), Hindustan Institute of Technology and Science, Chennai, India A. A. Department of Mathematics, Hindustan Institute of Technology and Science, Chennai, India A. Rajkumar Department of Mathematics, St. Joseph’s College of Engineering, Chennai, India N. Jose Parvin Praveena Laboratory of Information Processing, Faculty of Science Ben M’Sik, University of Hassan II, Casablanca, Morocco Broumi Said This article proposed a novel method to categorize the best student in all progressive studies by using the single valued Neutrosophic soft set-in variable sense. An ambivalence set of multi-observer data which is related to analyse the students, taken as input for categorizing the best student identification. Neutrosophic soft set is an immense application to find out the choice-making problem in the Neutrosophic area. The creation of an analogous table has shaped the classification investigation. It helps to put up things, people into groups according to their quality, ability, performance etc., in Neutrosophic environment. 2025 2025 353 358 10.54216/IJNS.250230 https://www.americaspg.com/articleinfo/21/show/3195