Predict Students Dropout And Academic Success

Dataset Column Descriptions

This dataset includes various features that were known at the time of student enrollment. Below is a description of each column in the dataset:

• Marital Status: The marital status of the student (e.g., single, married, divorced).

• Application Mode: Refers to the mode or type of application the student submitted to enroll in the course.

• Application Order: Indicates the order in which the student applied for the course. For example, whether it was the student’s first, second, or third choice.

• Course: The course or degree program the student is enrolled in (e.g., Computer Science, Engineering, etc.).

• Daytime/Evening Attendance: Specifies whether the student attends the course during the day or in the evening, representing their attendance schedule.

• Previous Qualification: The type of academic qualification the student had before enrolling in the course (e.g., high school diploma, vocational training).

• Previous Qualification (Grade): The final grade or score associated with the student's previous qualification.

• Nationality: The nationality of the student.

• Mother's Qualification: The highest academic qualification attained by the student's mother.

• Father's Qualification: The highest academic qualification attained by the student's father.

These features represent important demographic, academic, and socio-economic factors, which are crucial for predicting a student's academic outcome.