Leveraging Rquirment Gathering using AI

In this project, we consider how daily habits of students, including the number of hours spent studying, number of sleeping hours, and number of social media hours, affect their performance at school. We used data from Kaggle covering these habits along with other facts like their gender, the quality of the internet, whether they have a job, and whether they participate in extracurricular activities. We followed a precise process to clean and sanitize the data to make it accurate and reliable. We developed an interactive Power BI dashboard to present important trends and associations, such as average study time, sleep duration, and examination scores. The students were classified in terms of their performance to study how different habits influence their results. The dashboard enables one to see how various behaviors are linked to learning success in various types of students. The research shows the importance of the balance between day-to-day activities and presents a good resource for students, instructors, and school administrators to find habits that support learning. Finally, the research seeks to assist in making more informed decisions using information that can pave way for healthier study habits and improved school outcomes.