Original Dataset
This analysis explores how study time and sleep affect academic performance. The goal is to identify patterns between study habits and GPA.
This scatter plot shows a strong positive relationship between study hours and GPA. Students who study more tend to achieve higher academic performance. This suggests that study time is a key factor in academic success.
This chart shows that sleep hours tend to decrease as study hours increase. This may indicate that students trade sleep for study time.
This line chart highlights the upward trend between study hours and GPA. It reinforces the conclusion that increased study time leads to better academic outcomes.
Overall, the data suggests that study time has a strong positive impact on GPA, while sleep may be reduced as students study more. This highlights the importance of balancing study and rest for optimal performance.