Question: Student ID: A unique identifier for each student, ranging from S 0 0 0 1 to S 0 2 0 0 . This ID is

Student ID: A unique identifier for each student, ranging from S0001 to S0200. This ID is essential for maintaining anonymity while allowing individual-level analysis. Major: The field of study each student is pursuing, including majors such as Computer Science, Engineering, Biology, Mathematics, and Economics. This variable helps in analyzing the distribution of students across different academic disciplines. Grade: The academic performance score for each student, ranging from 0 to 100. This variable is crucial for understanding academic outcomes and includes notable outliers at both the maximum and minimum ends of the scale. Gender: The gender of each student, with categories including Male, Female, and Non-binary. This variable allows for demographic analysis and helps in understanding gender distributions across various metrics. Age: The age of the students, providing insight into the demographic composition of the sample population. Class Status: The academic level of the students, such as Freshman, Sophomore, Junior, and Senior. This variable helps in analyzing trends across different stages of academic progression.

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