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WolfHacks 2026: Data Science & AI Track: Synthetic Student Outcomes Dataset
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What this is
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800 synthetic student-course records representing data an AI study dashboard could collect by the end of a semester.
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All data is computer-generated. No real students are represented. Values follow built-in patterns plus random noise.
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Target variable
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at_risk = 1 if the student finished the course with a D or F (final score below 70), otherwise 0. About 28% of records are 1.
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Sheets
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Student Data: one row per student per course.
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Data Dictionary: definition, unit, and range for every column.
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