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Regular physical activity has a positive impact on our physical and mental health. Adhering to a fixed physical activity regimen is essential for good health and mental wellbeing. Today, fitness trackers and smartphone applications are used to promote physical activity. These applications use step counts recorded by accelerometers to estimate physical activity. In this research, we performed a two-level clustering on a dataset based on individuals' physical and physiological features, as welldoi:10.3390/axioms11070346 fatcat:abiknkpv4jatvgbirl6ilb4eb4