Source

The data for this project was sourced from Kaggle and consists of 1,100 rows and 21 columns, reflecting various factors that may impact students’ lives. This data set was collected from a university in Nepal in October 2023. The data was self-reported by the students, which might lead to inaccuracies due to personal assessments. To ensure the relevance of the data for our analysis, I performed several cleaning steps. Specifically, I used the select function to retain only the variables important to the study. Many columns were removed including those related to extracurricular activities, basic needs, noise level and many more as they did not contribute to the project’s objectives.