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student-engagement-and-performance

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student_id
int64
1k
1.05k
subject
stringclasses
4 values
total_units
int64
8
12
units_completed
int64
3
10
total_study_time
float64
21.6
80
avg_study_time_per_week
float64
2.7
10
avg_study_sessions_per_week
int64
2
6
attendance_rate
float64
0.68
1
assignment_completion_rate
float64
0.73
1
participation_score
int64
4
10
total_quizzes
int64
8
15
quizzes_score_percentage
int64
55
99
last_access_days_ago
int64
0
5
perceived_engagement
int64
2
5
final_exam_score
int64
63
98
date_collected
stringclasses
1 value
1,001
math
10
7
52.1
6.5
4
0.9
0.95
8
10
90
1
4
88
2024-09-01
1,002
science
12
8
60.3
7.5
5
0.95
1
9
15
87
0
5
92
2024-09-01
1,003
history
8
5
40.5
5
3
0.85
0.9
7
12
75
2
3
79
2024-09-01
1,004
english
9
6
45.8
5.7
4
0.88
0.93
8
8
88
1
4
85
2024-09-01
1,005
math
10
5
37.6
4.7
3
0.8
0.85
6
10
70
3
3
76
2024-09-01
1,006
science
12
9
68.4
8.5
6
0.98
1
10
15
93
0
5
95
2024-09-01
1,007
history
8
4
32
4
2
0.75
0.8
5
12
67
4
2
71
2024-09-01
1,008
english
9
7
50.4
6.3
4
0.92
0.95
9
8
94
1
4
89
2024-09-01
1,009
math
10
6
48
6
4
0.87
0.9
7
10
80
2
4
83
2024-09-01
1,010
science
12
7
56
7
5
0.93
0.97
8
15
85
1
4
88
2024-09-01
1,011
history
8
6
43.2
5.4
3
0.89
0.92
8
12
83
2
4
84
2024-09-01
1,012
english
9
5
40.5
5.1
3
0.83
0.88
7
8
81
2
3
80
2024-09-01
1,013
math
10
8
64
8
5
0.96
0.98
9
10
95
0
5
93
2024-09-01
1,014
science
12
6
48
6
4
0.85
0.9
7
15
78
3
3
82
2024-09-01
1,015
history
8
7
50.4
6.3
4
0.94
0.96
9
12
92
1
5
90
2024-09-01
1,016
english
9
4
32.4
4.1
2
0.78
0.83
6
8
69
4
2
73
2024-09-01
1,017
math
10
5
40
5
3
0.82
0.87
6
10
75
3
3
78
2024-09-01
1,018
science
12
10
80
10
6
0.99
1
10
15
98
0
5
97
2024-09-01
1,019
history
8
3
24
3
2
0.7
0.75
4
12
58
5
2
65
2024-09-01
1,020
english
9
8
57.6
7.2
5
0.97
0.99
10
8
96
0
5
94
2024-09-01
1,021
math
10
6
48
6
4
0.88
0.92
8
10
82
2
4
85
2024-09-01
1,022
science
12
7
56
7
5
0.91
0.95
8
15
86
1
4
89
2024-09-01
1,023
history
8
5
36
4.5
3
0.84
0.89
7
12
79
2
3
81
2024-09-01
1,024
english
9
7
50.4
6.3
4
0.93
0.96
9
8
91
1
4
88
2024-09-01
1,025
math
10
4
32
4
2
0.76
0.81
5
10
65
4
2
70
2024-09-01
1,026
science
12
9
72
9
6
0.97
0.99
10
15
95
0
5
96
2024-09-01
1,027
history
8
6
43.2
5.4
3
0.9
0.93
8
12
85
1
4
86
2024-09-01
1,028
english
9
5
36
4.5
3
0.81
0.86
6
8
77
3
3
79
2024-09-01
1,029
math
10
7
56
7
5
0.94
0.97
9
10
89
1
4
91
2024-09-01
1,030
science
12
8
64
8
5
0.95
0.98
9
15
90
0
5
93
2024-09-01
1,031
history
8
4
28.8
3.6
2
0.73
0.78
5
12
62
4
2
68
2024-09-01
1,032
english
9
6
43.2
5.4
3
0.87
0.91
7
8
85
2
4
84
2024-09-01
1,033
math
10
5
40
5
3
0.83
0.88
7
10
76
2
3
80
2024-09-01
1,034
science
12
10
80
10
6
1
1
10
15
99
0
5
98
2024-09-01
1,035
history
8
7
50.4
6.3
4
0.95
0.97
9
12
93
1
5
92
2024-09-01
1,036
english
9
4
28.8
3.6
2
0.75
0.8
5
8
68
3
2
72
2024-09-01
1,037
math
10
8
64
8
5
0.98
0.99
10
10
97
0
5
95
2024-09-01
1,038
science
12
6
48
6
4
0.86
0.9
7
15
80
2
3
83
2024-09-01
1,039
history
8
5
36
4.5
3
0.82
0.87
6
12
77
3
3
78
2024-09-01
1,040
english
9
7
50.4
6.3
4
0.92
0.95
8
8
92
1
4
89
2024-09-01
1,041
math
10
6
48
6
4
0.89
0.93
8
10
84
1
4
87
2024-09-01
1,042
science
12
9
72
9
6
0.96
0.98
9
15
94
0
5
94
2024-09-01
1,043
history
8
3
21.6
2.7
2
0.68
0.73
4
12
55
5
2
63
2024-09-01
1,044
english
9
5
36
4.5
3
0.8
0.85
6
8
75
3
3
77
2024-09-01
1,045
math
10
7
56
7
5
0.93
0.96
9
10
88
1
4
90
2024-09-01
1,046
science
12
8
64
8
5
0.94
0.97
9
15
89
0
4
91
2024-09-01
1,047
history
8
6
43.2
5.4
3
0.91
0.94
8
12
87
1
4
88
2024-09-01
1,048
english
9
8
57.6
7.2
5
0.99
1
10
8
98
0
5
96
2024-09-01
1,049
math
10
5
40
5
3
0.84
0.89
7
10
78
2
3
82
2024-09-01
1,050
science
12
7
56
7
5
0.92
0.96
8
15
88
1
4
90
2024-09-01
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