Student Graduation Dataset

The dataset provides comprehensive information about students' enrollment in various courses and includes data related to their personal characteristics, academic performance, and economic indicators. It encompasses fields such as marital status, application mode, and age at enrollment, shedding light on the diversity of students and their preferred application methods. Additionally, the dataset delves into the students' educational backgrounds, capturing details about their previous qualifications and the qualifications of their parents, which could potentially influence their academic journey. Furthermore, the dataset contains data on the students' attendance preferences, nationality, and special needs, allowing for a more nuanced understanding of the student population. Moreover, it includes valuable information on the curricular units in the first and second semesters, covering credit details, evaluations, approvals, and grades. Importantly, the dataset also incorporates economic indicators such as the unemployment rate, inflation rate, and GDP, which may offer insights into any correlations between economic conditions and academic outcomes. Lastly, the 'Target' column provides a focal point for analysis, indicating a variable of interest that researchers or analysts may seek to predict or understand better. Overall, this dataset presents a rich opportunity for exploring the complex interplay between student characteristics, academic performance, and economic factors