Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'A', 'D', 'B', 'F', 'C'}) and 1 missing columns ({'label'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Cleanlab/multilabel-datasets/student-grades-one-hot-encoded.csv (at revision 46f373f7182d9f4cfbf1a148284baaa259e4d35d)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
stud_ID: string
exam_1: int64
exam_2: int64
exam_3: int64
notes: string
og_letter_grade: string
A: int64
B: int64
C: int64
D: int64
F: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1437
to
{'stud_ID': Value('string'), 'exam_1': Value('int64'), 'exam_2': Value('int64'), 'exam_3': Value('int64'), 'notes': Value('string'), 'og_letter_grade': Value('string'), 'label': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1339, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'A', 'D', 'B', 'F', 'C'}) and 1 missing columns ({'label'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Cleanlab/multilabel-datasets/student-grades-one-hot-encoded.csv (at revision 46f373f7182d9f4cfbf1a148284baaa259e4d35d)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
stud_ID
string | exam_1
int64 | exam_2
int64 | exam_3
int64 | notes
string | og_letter_grade
string | label
string |
|---|---|---|---|---|---|---|
f48f73
| 53
| 77
| 93
| null |
C
|
C
|
0bd4e7
| 81
| 64
| 80
|
great participation +10
|
B
|
B
|
e1795d
| 74
| 88
| 97
| null |
B
|
B
|
cb9d7a
| 61
| 94
| 78
| null |
C
|
C
|
9acca4
| 48
| 90
| 91
| null |
C
|
C
|
745c23
| 89
| 95
| 72
| null |
B
|
B
|
24d6f2
| 0
| 83
| 97
|
cheated on exam, gets 0pts
|
D
|
D
|
e5af86
| 71
| 82
| 97
| null |
B
|
B
|
0aa465
| 0
| 56
| 96
|
cheated on exam, gets 0pts
|
F
|
F
|
cac6eb
| 75
| 80
| 98
|
missed class frequently -10
|
C
|
C
|
d52614
| 81
| 65
| 82
| null |
C
|
C
|
5afd5d
| 95
| 86
| 53
|
missed homework frequently -10
|
D
|
D
|
952d9a
| 89
| 72
| 98
|
missed homework frequently -10
|
C
|
C
|
4629d7
| 80
| 59
| 65
| null |
D
|
D
|
28f8b4
| 67
| 82
| 98
| null |
B
| null |
851614
| 87
| 78
| 95
| null |
B
|
B
|
9f6431
| 89
| 69
| 98
|
great participation +10
|
A
|
A
|
f288e4
| 53
| 72
| 46
|
missed class frequently -10
|
F
|
F
|
5a53c9
| 46
| 84
| 89
|
missed homework frequently -10
|
D
| null |
edeb53
| 70
| 63
| 95
|
great participation +10
|
B
|
B
|
9b7f42
| 63
| 93
| 94
| null |
B
|
B
|
01ed51
| 90
| 75
| 90
|
missed homework frequently -10
|
C
|
C
|
10ec62
| 72
| 81
| 95
|
missed class frequently -10
|
C
|
C
|
5eef2c
| 90
| 83
| 51
| null |
C
| null |
71d7b9
| 99
| 53
| 76
| null |
C
|
C
|
b2ec67
| 85
| 49
| 83
| null |
C
|
C
|
fbffe2
| 89
| 71
| 94
|
great final presentation +10
|
A
|
A
|
752905
| 86
| 80
| 89
| null |
B
| null |
cfc98d
| 75
| 94
| 79
| null |
B
|
B
|
d7c575
| 61
| 95
| 94
| null |
B
|
B
|
b3112c
| 74
| 64
| 91
| null |
C
| null |
13b36e
| 98
| 92
| 96
| null |
A
|
A
|
c1085a
| 95
| 83
| 78
| null |
B
| null |
f5427e
| 92
| 63
| 91
|
missed homework frequently -10
|
C
|
C
|
e1dffd
| 69
| 94
| 95
|
great participation +10
|
A
|
A
|
6699cc
| 81
| 90
| 90
|
missed homework frequently -10
|
C
|
C
|
11d11f
| 98
| 69
| 90
| null |
B
| null |
5d086b
| 82
| 94
| 99
|
missed class frequently -10
|
B
|
B
|
cd1b96
| 73
| 57
| 96
| null |
C
|
C
|
d88e3d
| 98
| 73
| 86
|
great final presentation +10
|
A
|
A
|
7630c7
| 0
| 81
| 99
|
cheated on exam, gets 0pts
|
D
| null |
6ff175
| 0
| 89
| 100
|
cheated on exam, gets 0pts
|
D
|
D
|
6243e0
| 62
| 83
| 81
| null |
C
|
C
|
02e64e
| 78
| 84
| 92
|
great final presentation +10
|
A
|
A
|
1a0785
| 79
| 84
| 92
| null |
B
|
B
|
50c022
| 65
| 69
| 92
|
missed homework frequently -10
|
D
| null |
bfc71a
| 98
| 82
| 47
|
great final presentation +10
|
B
|
B
|
be178f
| 92
| 0
| 89
|
cheated on exam, gets 0pts
|
D
|
D
|
e68fe8
| 84
| 46
| 95
| null |
C
|
C
|
745eca
| 95
| 85
| 98
| null |
A
|
A
|
dea70a
| 86
| 88
| 90
|
great final presentation +10
|
A
|
A
|
416a58
| 65
| 58
| 91
| null |
C
|
C
|
aa4eaa
| 79
| 83
| 88
| null |
B
| null |
7e74b1
| 0
| 95
| 87
|
cheated on exam, gets 0pts
|
D
|
D
|
cce446
| 90
| 57
| 97
| null |
B
|
B
|
bece9b
| 72
| 69
| 81
|
missed homework frequently -10
|
D
|
D
|
eb10df
| 70
| 85
| 96
| null |
B
| null |
83818a
| 89
| 59
| 79
|
missed homework frequently -10
|
D
| null |
16fc65
| 75
| 83
| 69
| null |
C
| null |
f12b58
| 89
| 70
| 90
|
missed homework frequently -10
|
C
|
C
|
3cbdb0
| 81
| 85
| 95
| null |
B
|
B
|
93af9d
| 76
| 70
| 73
|
great participation +10
|
B
|
B
|
fff102
| 92
| 62
| 66
|
great participation +10
|
B
|
B
|
61cb66
| 94
| 98
| 99
| null |
A
|
A
|
63c40e
| 96
| 99
| 96
|
great final presentation +10
|
A
|
A
|
228dc0
| 65
| 85
| 80
|
great participation +10
|
B
|
B
|
32b9ff
| 90
| 79
| 85
|
great participation +10
|
A
|
A
|
b82370
| 0
| 87
| 77
|
cheated on exam, gets 0pts
|
F
|
F
|
0500f9
| 91
| 75
| 95
|
great participation +10
|
A
|
A
|
3b6d80
| 88
| 77
| 92
| null |
B
| null |
24f0df
| 86
| 64
| 96
| null |
B
|
B
|
38a6ec
| 88
| 67
| 74
| null |
C
| null |
c29e3c
| 76
| 59
| 65
| null |
D
|
D
|
db7c62
| 96
| 68
| 59
|
great participation +10
|
B
|
B
|
30f5ea
| 84
| 98
| 51
| null |
C
|
C
|
4575aa
| 97
| 85
| 75
| null |
B
|
B
|
ba5948
| 97
| 98
| 80
|
great final presentation +10
|
A
|
A
|
b6dd2f
| 89
| 74
| 71
| null |
C
|
C
|
d0a4ce
| 72
| 90
| 93
| null |
B
|
B
|
257755
| 49
| 0
| 78
|
cheated on exam, gets 0pts
|
F
|
F
|
11d2df
| 88
| 93
| 78
|
great participation +10
|
A
|
A
|
e64047
| 88
| 80
| 82
|
great participation +10
|
A
|
A
|
8bfb9a
| 75
| 91
| 68
|
great final presentation +10
|
B
|
B
|
267224
| 68
| 99
| 91
| null |
B
| null |
a59996
| 92
| 87
| 71
| null |
B
| null |
bdcaaf
| 83
| 97
| 75
|
great final presentation +10
|
A
|
A
|
98d5be
| 87
| 100
| 94
| null |
A
|
A
|
139084
| 86
| 95
| 77
| null |
B
|
B
|
dbaba1
| 79
| 0
| 76
|
cheated on exam, gets 0pts
|
F
|
F
|
4808b4
| 99
| 83
| 44
|
great final presentation +10
|
B
|
B
|
a7e4da
| 96
| 77
| 79
|
missed class frequently -10
|
C
|
C
|
974144
| 78
| 94
| 81
| null |
B
| null |
91044f
| 58
| 76
| 94
|
great participation +10
|
B
|
B
|
7af3fe
| 70
| 0
| 63
|
cheated on exam, gets 0pts
|
F
|
F
|
75490e
| 77
| 84
| 95
| null |
B
|
B
|
826859
| 81
| 56
| 54
| null |
D
|
D
|
c25641
| 76
| 96
| 78
|
great final presentation +10
|
A
|
A
|
1c4d0a
| 99
| 53
| 73
|
missed homework frequently -10
|
D
|
D
|
ea3967
| 93
| 91
| 84
|
great final presentation +10
|
A
|
A
|
dd3e61
| 73
| 87
| 86
|
missed class frequently -10
|
C
|
C
|
End of preview.
Multilabel Datasets
This dataset contains multilabel classification data for student grades.
Dataset Description
The dataset includes:
student-grades-multilabel.csv- Student grades with multilabel annotationsstudent-grades-multilabel-v2.csv- Version 2 of the multilabel datasetstudent-grades-one-hot-encoded.csv- One-hot encoded version
Usage
import pandas as pd
from huggingface_hub import hf_hub_download
# Download a specific file
file_path = hf_hub_download(
repo_id="Cleanlab/multilabel-datasets",
filename="student-grades-multilabel.csv",
repo_type="dataset"
)
df = pd.read_csv(file_path)
print(df.head())
License
MIT License
- Downloads last month
- 10