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6
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exam_1
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100
exam_2
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exam_3
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9 values
letter_grade
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f48f73
53
77
9
3
C
0bd4e7
81
64
80
great participation +10
B
0bd4e7
81
64
80
great participation +10
B
cb9d7a
0.61
0.94
0.78
null
C
9acca4
48
90
9
1
C
745c23
89
95
72
89 active participation during discussion
B
0bd4e7
81
64
80
great participation +10
B
e5af86
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100
1
null
B
0aa465
0
56
96
<p style="font-size: 18px; color: #ff00ff; background: yellow; margin: 20px; padding: 10px 20px; border: 1px solid black;"> cheated on exam, gets 0 pts</p>
F
0bd4e7
81
64
80
great participation +10
B
d52614
81
65
82
null
C
5afd5d
95
86
53
missed homework frequently -10
B
0bd4e7
81
64
80
great participation +10
B
4629d7
80
59
65
null
D
28f8b4
67
82
98
null
D
851614
87
78
95
null
B
9f6431
89
69
98
great participation +10
A
f288e4
53
72
46
missed class frequently -10
F
5a53c9
46
84
89
missed homework frequently -10
B
edeb53
70
63
95
great participation +10
B
9b7f42
63
93
94
null
B
01ed51
90
75
90
missed homework frequently -10
C
10ec62
72
81
95
missed class frequently -10
C
5eef2c
90
83
51
null
A
71d7b9
99
53
76
null
C
b2ec67
85
49
83
null
C
fbffe2
89
71
94
great final presentation +10
A
752905
86
80
89
null
F
cfc98d
75
94
79
null
B
d7c575
61
95
94
null
B
b3112c
74
64
91
null
A
13b36e
98
92
96
null
A
c1085a
95
83
78
null
D
f5427e
92
63
91
missed homework frequently -10
C
e1dffd
69
94
95
great participation +10
A
6699cc
81
90
90
missed homework frequently -10
C
11d11f
98
69
90
null
D
5d086b
82
94
99
missed class frequently -10
B
cd1b96
73
57
96
null
C
d88e3d
98
73
86
great final presentation +10
A
7630c7
0
81
99
cheated on exam, gets 0pts
B
6ff175
0
89
100
cheated on exam, gets 0pts
D
6243e0
62
83
81
null
C
02e64e
78
84
92
great final presentation +10
A
1a0785
79
84
92
null
B
50c022
65
69
92
missed homework frequently -10
A
bfc71a
98
82
47
great final presentation +10
B
be178f
92
0
89
cheated on exam, gets 0pts
D
e68fe8
84
46
95
null
C
745eca
95
85
98
null
A
dea70a
86
88
90
great final presentation +10
A
416a58
65
58
91
null
C
aa4eaa
79
83
88
null
F
7e74b1
0
95
87
cheated on exam, gets 0pts
D
cce446
90
57
97
null
B
bece9b
72
69
81
missed homework frequently -10
D
eb10df
70
85
96
null
F
83818a
89
59
79
missed homework frequently -10
B
16fc65
75
83
69
null
A
f12b58
89
70
90
missed homework frequently -10
C
3cbdb0
81
85
95
null
B
93af9d
76
70
73
great participation +10
B
fff102
92
62
66
great participation +10
B
61cb66
94
98
99
null
A
63c40e
96
99
96
great final presentation +10
A
228dc0
65
85
80
great participation +10
B
32b9ff
90
79
85
great participation +10
A
b82370
0
87
77
cheated on exam, gets 0pts
F
0500f9
91
75
95
great participation +10
A
3b6d80
88
77
92
null
F
24f0df
86
64
96
null
B
38a6ec
88
67
74
null
A
c29e3c
76
59
65
null
D
db7c62
96
68
59
great participation +10
B
30f5ea
84
98
51
null
C
4575aa
97
85
75
null
B
ba5948
97
98
80
great final presentation +10
A
b6dd2f
89
74
71
null
C
d0a4ce
72
90
93
null
B
257755
49
0
78
cheated on exam, gets 0pts
F
11d2df
88
93
78
great participation +10
A
e64047
88
80
82
great participation +10
A
8bfb9a
75
91
68
great final presentation +10
B
267224
68
99
91
null
D
a59996
92
87
71
null
D
bdcaaf
83
97
75
great final presentation +10
A
98d5be
87
100
94
null
A
139084
86
95
77
null
B
dbaba1
79
0
76
cheated on exam, gets 0pts
F
4808b4
99
83
44
great final presentation +10
B
a7e4da
96
77
79
missed class frequently -10
C
974144
78
94
81
null
D
91044f
58
76
94
great participation +10
B
7af3fe
70
0
63
cheated on exam, gets 0pts
F
75490e
77
84
95
null
B
826859
81
56
54
null
D
c25641
76
96
78
great final presentation +10
A
1c4d0a
99
53
73
missed homework frequently -10
D
ea3967
93
91
84
great final presentation +10
A
dd3e61
73
87
86
missed class frequently -10
C
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Grades Tabular Demo with Outliers Dataset

This dataset contains student grades data for tabular classification tasks, including some outliers to demonstrate data quality techniques.

Dataset Description

A tabular dataset containing student information and their grades, useful for demonstrating data quality techniques on tabular data.

Usage

import pandas as pd

# Load the dataset
df = pd.read_csv("hf://datasets/Cleanlab/grades-tabular-demo-with-outliers/grades-tabular-demo-with-outliers.csv")
print(df.head())

License

MIT License

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