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Student_ID
int64 1
1k
| Past_Test_Score_1
int64 50
99
| Past_Test_Score_2
int64 50
99
| Past_Test_Score_3
int64 50
99
| Study_Hours_Per_Week
int64 0
39
| Class_Attendance_Rate
int64 50
100
| GPA
float64 2
4
| Participation_Score
int64 0
9
| Extracurricular_Hours
int64 0
19
| Future_Test_Score
float64 41.8
100
|
|---|---|---|---|---|---|---|---|---|---|
1
| 80
| 54
| 75
| 3
| 59
| 3.36
| 2
| 5
| 83.124646
|
2
| 77
| 54
| 74
| 17
| 64
| 2.41
| 5
| 2
| 88.227021
|
3
| 93
| 70
| 51
| 26
| 91
| 3.49
| 3
| 5
| 100
|
4
| 55
| 61
| 61
| 31
| 97
| 3.99
| 8
| 15
| 100
|
5
| 90
| 99
| 89
| 32
| 93
| 3.33
| 4
| 1
| 100
|
6
| 65
| 53
| 58
| 27
| 67
| 2.99
| 3
| 6
| 83.634093
|
7
| 53
| 98
| 61
| 35
| 72
| 3.85
| 1
| 10
| 78.885371
|
8
| 84
| 91
| 75
| 5
| 82
| 2.03
| 5
| 6
| 87.050851
|
9
| 97
| 69
| 58
| 15
| 65
| 3.46
| 9
| 3
| 100
|
10
| 75
| 87
| 59
| 33
| 87
| 3.78
| 1
| 19
| 90.095734
|
11
| 61
| 74
| 81
| 22
| 84
| 2.12
| 6
| 6
| 83.715201
|
12
| 60
| 63
| 83
| 23
| 83
| 2.9
| 2
| 3
| 89.711519
|
13
| 86
| 60
| 97
| 12
| 77
| 2.41
| 8
| 11
| 100
|
14
| 74
| 81
| 69
| 17
| 51
| 3.13
| 4
| 4
| 100
|
15
| 67
| 60
| 88
| 12
| 79
| 3.3
| 7
| 18
| 87.889103
|
16
| 68
| 67
| 51
| 36
| 62
| 2.61
| 5
| 4
| 83.772722
|
17
| 72
| 76
| 50
| 38
| 90
| 2.92
| 9
| 18
| 100
|
18
| 87
| 67
| 85
| 16
| 65
| 2.56
| 7
| 2
| 100
|
19
| 67
| 72
| 73
| 14
| 54
| 2.74
| 2
| 10
| 72.080453
|
20
| 75
| 60
| 76
| 17
| 77
| 2.32
| 2
| 6
| 78.202678
|
21
| 55
| 70
| 51
| 22
| 88
| 3.77
| 4
| 16
| 75.908412
|
22
| 53
| 93
| 80
| 29
| 94
| 2.02
| 9
| 8
| 100
|
23
| 93
| 54
| 63
| 33
| 69
| 3.76
| 2
| 8
| 100
|
24
| 78
| 72
| 51
| 3
| 73
| 3.14
| 7
| 9
| 100
|
25
| 83
| 90
| 78
| 2
| 76
| 2.66
| 9
| 12
| 91.187183
|
26
| 66
| 74
| 64
| 6
| 79
| 3.45
| 7
| 14
| 100
|
27
| 92
| 90
| 61
| 17
| 94
| 3.02
| 1
| 4
| 100
|
28
| 92
| 59
| 86
| 6
| 76
| 3
| 3
| 2
| 93.430696
|
29
| 65
| 71
| 77
| 39
| 75
| 2.22
| 9
| 7
| 98.87662
|
30
| 51
| 68
| 69
| 5
| 56
| 2.78
| 0
| 19
| 48.190682
|
31
| 83
| 50
| 88
| 21
| 91
| 2.48
| 3
| 9
| 99.729986
|
32
| 57
| 56
| 73
| 0
| 96
| 2.03
| 3
| 12
| 65.061432
|
33
| 62
| 53
| 70
| 3
| 87
| 2.72
| 9
| 2
| 87.768042
|
34
| 91
| 50
| 59
| 28
| 54
| 2.18
| 8
| 7
| 95.379846
|
35
| 57
| 64
| 95
| 20
| 72
| 2.51
| 2
| 8
| 68.383644
|
36
| 79
| 89
| 63
| 25
| 77
| 2.19
| 1
| 11
| 74.592061
|
37
| 81
| 61
| 86
| 13
| 83
| 2.2
| 8
| 10
| 100
|
38
| 85
| 71
| 67
| 8
| 64
| 2.4
| 8
| 1
| 99.070589
|
39
| 96
| 71
| 73
| 11
| 81
| 4
| 0
| 17
| 86.677986
|
40
| 79
| 99
| 63
| 5
| 75
| 2
| 5
| 8
| 95.109962
|
41
| 50
| 96
| 83
| 19
| 97
| 3.28
| 9
| 1
| 100
|
42
| 92
| 66
| 61
| 23
| 80
| 2.28
| 7
| 1
| 100
|
43
| 88
| 78
| 71
| 26
| 68
| 3.84
| 2
| 2
| 89.525648
|
44
| 66
| 95
| 55
| 37
| 58
| 2.19
| 8
| 15
| 85.201618
|
45
| 69
| 63
| 85
| 7
| 78
| 3.91
| 1
| 18
| 93.483433
|
46
| 73
| 99
| 94
| 0
| 100
| 3.22
| 5
| 3
| 100
|
47
| 99
| 69
| 85
| 23
| 88
| 2
| 0
| 17
| 76.91031
|
48
| 71
| 99
| 71
| 6
| 53
| 3.79
| 6
| 19
| 87.426893
|
49
| 78
| 97
| 63
| 18
| 52
| 3.04
| 2
| 17
| 85.662527
|
50
| 71
| 82
| 65
| 21
| 78
| 2.53
| 6
| 9
| 96.485762
|
51
| 93
| 92
| 85
| 34
| 60
| 3.53
| 3
| 10
| 100
|
52
| 58
| 64
| 74
| 29
| 82
| 3.85
| 8
| 16
| 88.056762
|
53
| 86
| 61
| 81
| 28
| 87
| 2.97
| 4
| 19
| 97.568278
|
54
| 59
| 89
| 82
| 21
| 60
| 2.63
| 2
| 15
| 79.176293
|
55
| 85
| 69
| 94
| 10
| 76
| 3.58
| 7
| 19
| 93.736824
|
56
| 86
| 79
| 85
| 19
| 82
| 3.36
| 5
| 12
| 100
|
57
| 77
| 87
| 69
| 28
| 70
| 3.78
| 1
| 1
| 97.320064
|
58
| 77
| 52
| 67
| 33
| 88
| 3.39
| 2
| 1
| 100
|
59
| 91
| 77
| 87
| 0
| 80
| 2.49
| 7
| 13
| 93.690316
|
60
| 92
| 75
| 52
| 30
| 87
| 3.86
| 9
| 3
| 100
|
61
| 70
| 79
| 72
| 29
| 95
| 2.21
| 6
| 16
| 82.613248
|
62
| 73
| 62
| 81
| 17
| 51
| 2.54
| 9
| 12
| 91.951443
|
63
| 91
| 62
| 94
| 16
| 76
| 3.04
| 5
| 3
| 100
|
64
| 89
| 51
| 65
| 37
| 85
| 3.13
| 0
| 2
| 96.180212
|
65
| 51
| 86
| 54
| 13
| 60
| 2.03
| 8
| 11
| 90.748338
|
66
| 57
| 98
| 53
| 22
| 96
| 3.56
| 2
| 7
| 100
|
67
| 97
| 87
| 70
| 24
| 67
| 2.72
| 4
| 1
| 98.542102
|
68
| 76
| 51
| 89
| 14
| 50
| 2.81
| 6
| 5
| 96.307254
|
69
| 71
| 85
| 63
| 21
| 84
| 3.62
| 6
| 9
| 100
|
70
| 86
| 75
| 88
| 2
| 84
| 2.76
| 2
| 11
| 89.278674
|
71
| 76
| 60
| 80
| 18
| 80
| 2.09
| 3
| 9
| 100
|
72
| 78
| 57
| 63
| 33
| 77
| 2.35
| 9
| 9
| 100
|
73
| 52
| 93
| 55
| 34
| 88
| 3.91
| 6
| 2
| 100
|
74
| 93
| 89
| 61
| 0
| 50
| 2.14
| 7
| 19
| 87.921245
|
75
| 62
| 92
| 65
| 20
| 74
| 2.71
| 1
| 9
| 87.584024
|
76
| 94
| 71
| 66
| 28
| 92
| 3.01
| 8
| 8
| 100
|
77
| 59
| 69
| 94
| 5
| 87
| 2.99
| 6
| 19
| 99.176346
|
78
| 85
| 57
| 72
| 36
| 69
| 2.01
| 7
| 18
| 88.400024
|
79
| 58
| 78
| 63
| 0
| 52
| 3
| 5
| 13
| 60.42947
|
80
| 76
| 89
| 56
| 0
| 100
| 2.77
| 5
| 1
| 100
|
81
| 83
| 75
| 95
| 26
| 51
| 3.94
| 8
| 4
| 93.825023
|
82
| 50
| 79
| 81
| 20
| 67
| 2.32
| 3
| 19
| 68.140203
|
83
| 81
| 66
| 64
| 15
| 93
| 2.71
| 4
| 7
| 89.775228
|
84
| 74
| 69
| 93
| 39
| 59
| 2.84
| 8
| 6
| 94.859214
|
85
| 78
| 65
| 66
| 25
| 54
| 2.78
| 0
| 5
| 83.625284
|
86
| 56
| 95
| 90
| 15
| 58
| 3.33
| 3
| 10
| 91.538118
|
87
| 98
| 92
| 96
| 27
| 51
| 2.43
| 6
| 11
| 100
|
88
| 52
| 56
| 93
| 0
| 83
| 2.44
| 8
| 17
| 73.872825
|
89
| 69
| 65
| 83
| 35
| 87
| 3.46
| 9
| 18
| 100
|
90
| 69
| 94
| 54
| 9
| 80
| 3
| 5
| 9
| 94.391994
|
91
| 79
| 96
| 94
| 16
| 59
| 2.83
| 7
| 13
| 100
|
92
| 84
| 97
| 76
| 22
| 99
| 2.34
| 8
| 2
| 100
|
93
| 84
| 76
| 72
| 6
| 61
| 2.38
| 9
| 17
| 87.054114
|
94
| 98
| 72
| 89
| 6
| 85
| 2.02
| 3
| 14
| 90.169897
|
95
| 88
| 73
| 63
| 14
| 70
| 2.18
| 0
| 5
| 87.273497
|
96
| 76
| 58
| 64
| 33
| 98
| 3.11
| 7
| 9
| 80.564393
|
97
| 75
| 84
| 92
| 3
| 96
| 3.78
| 1
| 11
| 100
|
98
| 63
| 69
| 82
| 13
| 55
| 2.57
| 0
| 6
| 85.789486
|
99
| 66
| 86
| 80
| 13
| 97
| 2.66
| 6
| 16
| 87.163393
|
100
| 67
| 91
| 84
| 15
| 98
| 2.23
| 9
| 0
| 100
|
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