study_hours
int64
1
11
attendance
int64
40
100
sleep_hours
int64
4
9
internet_usage
int64
1
11
assignments_completed
int64
0
20
previous_score
int64
35
95
exam_score
float64
26.7
100
placement_status
stringclasses
2 values
1
76
5
3
16
51
92
Placed
7
59
8
9
13
73
88.2
Placed
11
63
9
5
17
48
100
Placed
2
75
8
3
17
66
100
Placed
1
73
5
2
11
49
82.55
Placed
3
97
7
7
17
55
86.98
Placed
4
84
5
7
7
88
86.18
Placed
6
87
9
5
7
48
97.37
Placed
10
93
9
4
7
75
100
Placed
5
73
6
11
19
50
80.14
Placed
4
58
5
2
14
85
92.59
Placed
8
56
7
2
7
35
74.94
Placed
11
44
6
7
13
74
100
Placed
4
64
6
10
12
52
86.45
Placed
10
57
4
7
7
68
91.36
Placed
2
99
8
4
16
60
98.2
Placed
3
94
6
4
18
95
96.37
Placed
6
92
6
4
5
70
98.32
Placed
8
89
9
11
16
55
100
Placed
8
47
7
2
3
35
69.52
Not Placed
11
66
6
9
6
61
93.91
Placed
9
54
7
1
16
85
100
Placed
7
84
8
8
17
45
100
Placed
2
52
9
6
5
90
91.24
Placed
8
55
4
10
9
72
90.71
Placed
7
61
4
7
17
85
100
Placed
8
59
8
5
6
48
75.42
Placed
3
52
8
6
13
62
73.53
Placed
7
59
9
6
13
89
100
Placed
10
41
9
9
9
61
90.7
Placed
9
74
5
10
8
56
96.24
Placed
3
86
6
4
9
55
64.11
Not Placed
10
94
6
11
1
90
91.61
Placed
6
58
6
5
2
58
67.3
Not Placed
2
84
7
4
15
53
70.37
Placed
2
76
5
1
9
58
86.31
Placed
5
97
6
10
10
60
99.49
Placed
5
93
7
6
9
59
74.86
Placed
7
45
7
5
11
79
100
Placed
2
53
4
4
13
78
73.76
Placed
11
43
7
6
8
63
100
Placed
7
61
8
5
12
44
97.24
Placed
5
90
9
3
5
85
82.29
Placed
6
94
7
2
10
45
100
Placed
8
78
8
6
0
58
92.61
Placed
10
75
8
4
14
58
100
Placed
4
73
4
11
6
46
41.56
Not Placed
7
66
4
10
10
41
74.86
Placed
6
46
7
3
16
74
100
Placed
10
42
4
8
4
51
81.76
Placed
2
86
4
9
8
69
79.14
Placed
8
72
9
7
15
40
100
Placed
10
41
6
2
10
46
75.81
Placed
9
81
7
8
16
49
100
Placed
5
55
7
11
5
66
66.39
Not Placed
10
64
7
11
14
57
100
Placed
4
99
4
5
2
41
82.64
Placed
6
54
9
11
8
93
94.11
Placed
8
63
4
10
11
72
88.7
Placed
11
54
8
7
18
65
100
Placed
3
70
5
5
17
63
74.38
Placed
10
53
5
2
15
78
100
Placed
11
93
5
4
7
62
100
Placed
11
53
6
11
18
46
100
Placed
1
45
4
5
4
61
46.82
Not Placed
4
53
8
6
11
38
72.11
Placed
4
56
8
5
5
55
79.22
Placed
1
57
5
10
11
43
45.78
Not Placed
9
59
9
11
14
83
100
Placed
3
90
6
1
9
68
85.61
Placed
5
56
6
1
16
71
100
Placed
6
55
5
3
6
55
83.91
Placed
8
79
5
9
6
94
100
Placed
6
78
4
11
20
57
88.91
Placed
3
91
9
2
10
58
100
Placed
6
71
6
10
1
44
63.29
Not Placed
1
99
8
5
20
72
97.43
Placed
4
83
5
9
1
40
73.51
Placed
6
48
4
7
13
55
58.38
Not Placed
7
66
8
11
17
71
100
Placed
11
85
6
8
15
63
100
Placed
11
91
5
2
10
93
100
Placed
10
72
9
5
8
74
100
Placed
3
49
5
9
6
55
45.74
Not Placed
9
56
9
1
3
56
100
Placed
7
88
4
1
15
69
100
Placed
1
88
4
10
13
80
76.67
Placed
2
75
6
8
10
39
69.86
Not Placed
1
56
9
2
7
49
50.43
Not Placed
11
57
5
9
10
75
89.93
Placed
9
91
4
10
19
81
100
Placed
9
62
5
9
16
53
95.15
Placed
7
73
6
4
18
50
94.18
Placed
10
47
9
2
9
74
100
Placed
3
52
5
3
11
81
81.67
Placed
5
62
8
10
0
77
64.3
Not Placed
4
96
5
1
1
57
79.49
Placed
7
93
7
3
17
38
97.06
Placed
9
59
7
5
6
55
99.89
Placed
2
61
6
3
15
58
78.43
Placed