student_id,age,gender,course,study_hours,class_attendance,internet_access,sleep_hours,sleep_quality,study_method,facility_rating,exam_difficulty,exam_score
1,17,male,diploma,2.78,92.9,yes,7.4,poor,coaching,low,hard,58.9
2,23,other,bca,3.37,64.8,yes,4.6,average,online videos,medium,moderate,54.8
3,22,male,b.sc,7.88,76.8,yes,8.5,poor,coaching,high,moderate,90.3
4,20,other,diploma,0.67,48.4,yes,5.8,average,online videos,low,moderate,29.7
5,20,female,diploma,0.89,71.6,yes,9.8,poor,coaching,low,moderate,43.7
6,23,male,b.tech,3.48,65.4,yes,4.2,good,mixed,low,moderate,58.2
7,17,female,b.tech,1.35,69,yes,7.4,average,online videos,high,hard,53.7
8,22,male,b.sc,5.48,51.1,yes,8.2,poor,self-study,low,moderate,47.3
9,18,other,bca,2.89,92,yes,6.6,poor,self-study,low,easy,44.9
10,17,male,bba,6.77,44.8,yes,9.8,average,group study,high,moderate,77.7
11,21,female,ba,5.99,86.9,yes,5.8,average,self-study,medium,easy,63.2
12,24,male,b.com,3.77,96.6,no,4.1,poor,online videos,medium,easy,53.5
13,22,female,ba,6.76,46.4,yes,8.1,good,self-study,medium,hard,63.9
14,23,female,bba,0.81,66,yes,7.1,poor,online videos,medium,moderate,34.1
15,22,male,b.tech,4.65,75.1,yes,7.7,good,group study,high,moderate,83.5
16,23,other,bba,4.84,99.4,yes,7.3,average,coaching,high,moderate,98.5
17,21,male,b.sc,1.97,91.9,yes,8.3,average,self-study,medium,moderate,70.3
18,18,male,bca,0.4,64.9,yes,6.8,poor,self-study,medium,moderate,32.3
19,23,female,b.sc,4.28,98.1,yes,4.4,average,mixed,low,moderate,56.2
20,20,male,b.tech,4.11,59.9,yes,4.3,poor,coaching,high,moderate,49.3
21,21,female,ba,5.23,60.4,yes,4.2,poor,coaching,medium,easy,68.1
22,19,other,ba,1.7,70.4,yes,9.8,good,mixed,low,easy,52.1
23,18,male,ba,1.44,86.8,yes,9.7,average,group study,medium,easy,47.1
24,24,female,diploma,7.82,51.5,yes,6.3,good,self-study,low,easy,84.8
25,23,male,bba,0.91,84.5,yes,8,average,coaching,low,moderate,68.9
26,22,male,b.com,7.91,40.6,yes,4.3,good,group study,low,moderate,76.3
27,20,male,bca,5.76,55.7,no,8.2,average,self-study,low,easy,71.6
28,23,male,ba,5.03,98.5,yes,6.7,poor,mixed,high,hard,74.1
29,21,female,b.sc,2.72,79.4,yes,7,good,online videos,medium,moderate,56.6
30,20,other,b.tech,6.94,67.8,yes,4.6,good,group study,medium,moderate,49.2
31,20,other,b.tech,7.28,83.9,yes,6.3,poor,mixed,high,easy,97.5
32,18,male,b.sc,5.78,66.1,yes,5.1,good,self-study,high,easy,81.8
33,17,other,bca,5.68,46.4,yes,4.1,good,self-study,high,moderate,65.6
34,21,female,ba,3.95,69.9,no,6.5,poor,online videos,high,hard,71.1
35,24,female,ba,0.62,97.3,yes,4.6,good,group study,high,easy,60.3
36,17,other,b.com,7.91,56.4,yes,5.1,average,online videos,high,moderate,81.3
37,23,female,b.sc,0.12,43.2,no,5.8,average,online videos,medium,hard,37.3
38,23,male,bca,3.96,84.5,yes,6.7,poor,group study,low,hard,52
39,19,female,b.tech,2.94,67.3,yes,5.4,average,coaching,high,easy,58.9
40,22,other,bba,6.21,60.1,yes,9.7,average,online videos,low,easy,65.8
41,18,other,diploma,5.89,69.3,yes,9.5,average,mixed,medium,moderate,67.6
42,23,male,diploma,5.02,95.8,yes,5.5,poor,coaching,high,hard,99.3
43,22,other,b.com,0.6,55,yes,6.7,good,online videos,high,easy,33.6
44,19,male,bca,1.89,52,yes,7.6,poor,group study,medium,moderate,35.5
45,17,other,b.sc,0.75,72,yes,5.1,average,group study,medium,moderate,42.8
46,24,male,b.sc,7.83,67.8,yes,7.8,good,coaching,high,easy,100
47,20,male,b.com,1.02,49,yes,6.5,good,group study,high,easy,50.4
48,24,other,b.tech,7.74,74.8,yes,4.2,good,online videos,high,moderate,74
49,22,female,b.sc,0.9,74.5,yes,5.5,poor,mixed,high,moderate,30.9