Analytical Data Exploration: Student Performance

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Key Performance Indicators

Avg. Weekly Study Hours

0.0h

Mean time dedicated to weekly study sessions.

Overall Pass Rate

0.0%

Students achieving a final grade of D or higher.

Top Grade (A/B) Rate

0.0%

Percentage of students achieving an A or B grade.

Performance Drivers Analysis (Visuals)

1. Study Hours vs. Grade

Correlation between dedicated study time and final grade outcome.

2. Financial Aid Impact

Compares performance between students with and without financial support.

3. Grade Distribution by Sex

A demographic breakdown of final grade outcomes.

4. Top Grade Behavioral Factors (A/B)

Frequency of high-performing students exhibiting positive behaviors.

Overall Grade Distribution & Detailed Summary

5. Grade Counts (A to FAIL) Line Chart

Visualizing the raw count trend across all observed grades.

6. Overall Grade Count Summary

Detailed table of student counts per final grade.

Grade Count Percentage
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