Student_Performance_Predictor/analysis_summary.json at main · Ayushkumar418/Student_Performance_Predictor · GitHub

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{
    "total_students": 6607,
    "mean_score": 67.23565914938702,
    "std_score": 3.890455781261732,
    "high_performers": 48,
    "low_performers": 68,
    "grade_levels": {
        "year_1": {
            "count": 0,
            "mean_score": NaN
        },
        "year_2": {
            "count": 1641,
            "mean_score": 67.13833028641072
        },
        "year_3": {
            "count": 1608,
            "mean_score": 67.2860696517413
        },
        "year_4": {
            "count": 3358,
            "mean_score": 67.25908278737343
        }
    },
    "top_correlations": {
        "Cumulative_GPA": 1.0,
        "Attendance": 0.5810718633120632,
        "Hours_Studied": 0.44545495407528174,
        "Class_Participation_Score": 0.4258545863608734,
        "Previous_Scores": 0.17507908702291072,
        "Access_to_Resources": 0.16977012589852414,
        "Parental_Involvement": 0.15711419219792064,
        "Tutoring_Sessions": 0.1565251853922526,
        "Parental_Education_Level": 0.1043218067909154,
        "Peer_Influence": 0.1002165164218997
    }
}