This study used Fitbit data from 113 participants to explore how different types of physical activity relate to memory and mental well-being. The results suggest that certain forms of exercise are linked to specific cognitive and mental health outcomes. While the study found correlations, it doesn't establish cause and effect, leaving room for further research on how exercise influences brain health.