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 43 new columns ({'NoTargetRecorded', 'working', 'indig', 'african', 'immig', 'jew', 'old', 'trav', 'trans', 'hitler', 'arab', 'hispanic', 'muswom', 'ethnic minority', 'ref', 'nazi', 'east', 'south', 'non-white', 'pak', 'none', 'gaywom', 'chinese', 'gayman', 'other', 'mixed', 'asiwom', 'mus', 'gendermin', 'blawom', 'blaman', 'for', 'wom', 'pol', 'eastern european', 'indigwom', 'gay', 'dis', 'asi', 'asylum', 'bla', 'bis', 'russian'}) and 10 missing columns ({'split', 'status', 'label', 'annotator', 'Unnamed: 0', 'text', 'model_wrong', 'db.model_preds', 'round', 'type'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sophieb/dynamically_generated_hate_speech_dataset/2020-12-31-DynamicallyGeneratedHateDataset-targets-v0.1.csv (at revision eebfc857e775f10513dd739c355e326937d58de9)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
none: int64
dis: int64
bla: int64
trav: int64
jew: int64
mus: int64
trans: int64
indig: int64
immig: int64
for: int64
blaman: int64
gayman: int64
east: int64
south: int64
mixed: int64
gendermin: int64
gay: int64
gaywom: int64
arab: int64
wom: int64
chinese: int64
ref: int64
asylum: int64
blawom: int64
asiwom: int64
muswom: int64
non-white: int64
hispanic: int64
bis: int64
ethnic minority: int64
nazi: int64
asi: int64
pak: int64
pol: int64
eastern european: int64
working: int64
african: int64
russian: int64
indigwom: int64
old: int64
hitler: int64
NoTargetRecorded: int64
other: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5030
to
{'Unnamed: 0': Value(dtype='int64', id=None), 'id': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None), 'label': Value(dtype='string', id=None), 'type': Value(dtype='string', id=None), 'model_wrong': Value(dtype='bool', id=None), 'db.model_preds': Value(dtype='float64', id=None), 'status': Value(dtype='string', id=None), 'round': Value(dtype='string', id=None), 'split': Value(dtype='string', id=None), 'annotator': Value(dtype='string', id=None)}
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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, 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 43 new columns ({'NoTargetRecorded', 'working', 'indig', 'african', 'immig', 'jew', 'old', 'trav', 'trans', 'hitler', 'arab', 'hispanic', 'muswom', 'ethnic minority', 'ref', 'nazi', 'east', 'south', 'non-white', 'pak', 'none', 'gaywom', 'chinese', 'gayman', 'other', 'mixed', 'asiwom', 'mus', 'gendermin', 'blawom', 'blaman', 'for', 'wom', 'pol', 'eastern european', 'indigwom', 'gay', 'dis', 'asi', 'asylum', 'bla', 'bis', 'russian'}) and 10 missing columns ({'split', 'status', 'label', 'annotator', 'Unnamed: 0', 'text', 'model_wrong', 'db.model_preds', 'round', 'type'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sophieb/dynamically_generated_hate_speech_dataset/2020-12-31-DynamicallyGeneratedHateDataset-targets-v0.1.csv (at revision eebfc857e775f10513dd739c355e326937d58de9)
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.
Unnamed: 0
int64 | id
string | text
string | label
string | type
string | model_wrong
bool | db.model_preds
float64 | status
string | round
string | split
string | annotator
string |
|---|---|---|---|---|---|---|---|---|---|---|
1
|
10000
|
It should be legal for a husband to rape his wife
|
hate
|
notgiven
| true
| 0.97457
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
2
|
10001
|
dalits are lowlife scum
|
hate
|
notgiven
| false
| 0.08233
|
dynabench entry
|
1
|
test
|
cagnluiznm
|
3
|
10002
|
dalits are lowlives
|
hate
|
notgiven
| true
| 0.92319
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
4
|
10003
|
It was a better world when women dare not question men
|
hate
|
notgiven
| true
| 0.99006
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
5
|
10004
|
I don't work this hard so that those immigrants can take all the benefits
|
hate
|
notgiven
| true
| 0.98836
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
6
|
10005
|
I don't work this hard so that those migrants can take all the benefits
|
hate
|
notgiven
| true
| 0.99506
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
7
|
10006
|
I don't work this hard so that those foreigners can take all the benefits
|
hate
|
notgiven
| true
| 0.9934
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
8
|
10007
|
I don't work this hard so that those Hispanics can take all the benefits
|
hate
|
notgiven
| true
| 0.98625
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
9
|
10008
|
I don't work this hard so that those chavs can take all the benefits
|
hate
|
notgiven
| true
| 0.95252
|
dynabench entry
|
1
|
test
|
cagnluiznm
|
10
|
10009
|
I don't work this hard so that all those pakis can take the benefits
|
hate
|
notgiven
| false
| 0.09288
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
11
|
10010
|
I don't work this hard so that all those muslims can take the benefits
|
hate
|
notgiven
| false
| 0.46144
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
12
|
10012
|
foreigners are a burden to our society
|
hate
|
notgiven
| true
| 0.98753
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
13
|
10013
|
immigrants are a burden to our society
|
hate
|
notgiven
| true
| 0.98971
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
14
|
10014
|
women are a burden to our society
|
hate
|
notgiven
| true
| 0.9814
|
dynabench entry
|
1
|
dev
|
cagnluiznm
|
15
|
10015
|
gay people are a burden to our society
|
hate
|
notgiven
| true
| 0.53936
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
16
|
10016
|
gay people are a burden on our society
|
hate
|
notgiven
| true
| 0.8682
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
17
|
10017
|
Why is it that foreigners smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.89113
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
18
|
10018
|
Why is it that french people smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.96767
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
19
|
10019
|
Why is it that white people smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.92169
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
20
|
10020
|
Why is it that asian people smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.92405
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
21
|
10021
|
Why is it that black people smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.83432
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
22
|
10022
|
Why is it that Africans smell weird? Do they not wash?
|
hate
|
notgiven
| false
| 0.37971
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
23
|
10023
|
Why is it that African people smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.56723
|
dynabench entry
|
1
|
dev
|
cagnluiznm
|
24
|
10024
|
Why is it that whites smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.91835
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
25
|
10025
|
Why is it that dikes smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.80692
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
26
|
10026
|
Why is it that welsh people smell weird? Do they not wash?
|
hate
|
notgiven
| true
| 0.96381
|
dynabench entry
|
1
|
train
|
cagnluiznm
|
27
|
10027
|
I dont hate hindus
|
nothate
|
none
| false
| 0.97793
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
28
|
10028
|
I dont hate Muslims
|
nothate
|
none
| false
| 0.98672
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
29
|
10029
|
I dont hatefucking Islam
|
nothate
|
none
| true
| 0.05814
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
30
|
10030
|
I dont hate fucking Muslims
|
nothate
|
none
| true
| 0.00707
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
31
|
10031
|
The world full of women is unfair
|
nothate
|
none
| false
| 0.98859
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
32
|
10032
|
Government is incompetent
|
nothate
|
none
| true
| 0.06605
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
33
|
10033
|
short people are somehow not smart
|
nothate
|
none
| false
| 0.99206
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
34
|
10034
|
short people are smart to some extent
|
nothate
|
none
| false
| 0.99844
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
35
|
10035
|
short people are damn smart
|
nothate
|
none
| false
| 0.99303
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
36
|
10037
|
short women are fucking cute
|
nothate
|
none
| true
| 0.39223
|
dynabench entry
|
1
|
dev
|
vde7gn0nrl
|
37
|
10038
|
short men are fucking weird
|
nothate
|
none
| false
| 0.92885
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
38
|
10039
|
tall men are intelligent
|
nothate
|
none
| false
| 0.99438
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
39
|
10040
|
disabled people are stupid
|
nothate
|
none
| true
| 0.09295
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
40
|
10041
|
kids are dumb
|
nothate
|
none
| false
| 0.93163
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
41
|
10042
|
pear is not tasty
|
nothate
|
none
| false
| 0.99483
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
42
|
10043
|
blonde ladies are fuc''ing smart
|
nothate
|
none
| true
| 0.01191
|
dynabench entry
|
1
|
test
|
vde7gn0nrl
|
43
|
10044
|
blonde people are not smart
|
nothate
|
none
| false
| 0.83987
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
44
|
10045
|
Arabs are terrorists
|
nothate
|
none
| true
| 0.11515
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
45
|
10046
|
Terrorists must be Muslims
|
nothate
|
none
| false
| 0.89751
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
46
|
10047
|
Terrorists must be Muslim rats
|
nothate
|
none
| true
| 0.10132
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
47
|
10048
|
Terrorists are always Muslim but never white
|
nothate
|
none
| false
| 0.98106
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
48
|
10049
|
Terrorists are always fucking Muslim but never white
|
nothate
|
none
| true
| 0.0643
|
dynabench entry
|
1
|
test
|
vde7gn0nrl
|
49
|
10050
|
veiled women are dumb
|
nothate
|
none
| true
| 0.31599
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
50
|
10051
|
blonde people suck
|
nothate
|
none
| true
| 0.03023
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
51
|
10052
|
Blonde people are bad
|
nothate
|
none
| true
| 0.09154
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
52
|
10053
|
Blonde women are sick
|
nothate
|
none
| true
| 0.05152
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
53
|
10054
|
Blonde men are sick
|
nothate
|
none
| true
| 0.05893
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
54
|
10056
|
immigrants are like animals , they dont belong to this world
|
nothate
|
none
| true
| 0.02581
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
55
|
10057
|
Indian people are not smart
|
nothate
|
none
| false
| 0.94961
|
dynabench entry
|
1
|
test
|
vde7gn0nrl
|
56
|
10058
|
Indian people smell like spices
|
nothate
|
none
| false
| 0.95928
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
57
|
10059
|
Indian people smell like fucking spices
|
nothate
|
none
| true
| 0.02098
|
dynabench entry
|
1
|
dev
|
vde7gn0nrl
|
58
|
10061
|
Lesbians suck and i dont know how to could accept themselves
|
nothate
|
none
| true
| 0.03327
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
59
|
10062
|
fat women are stupid
|
nothate
|
none
| true
| 0.25338
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
60
|
10063
|
gay people need medical treatment
|
nothate
|
none
| false
| 0.97913
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
61
|
10064
|
gay people should seek fucking medical help
|
nothate
|
none
| true
| 0.07169
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
62
|
10065
|
Arabs are dumb
|
hate
|
notgiven
| false
| 0.13062
|
dynabench entry
|
1
|
train
|
vde7gn0nrl
|
63
|
10066
|
Be quiet, you silly little girl
|
hate
|
notgiven
| false
| 0.01665
|
dynabench entry
|
1
|
dev
|
gnzuctwed3
|
64
|
10067
|
You throw like a girl
|
hate
|
notgiven
| true
| 0.95625
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
65
|
10068
|
He throws like a girl
|
hate
|
notgiven
| true
| 0.96309
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
66
|
10069
|
Women can't throw
|
hate
|
notgiven
| true
| 0.92486
|
dynabench entry
|
1
|
dev
|
gnzuctwed3
|
67
|
10071
|
Girls can't play football
|
hate
|
notgiven
| true
| 0.97307
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
68
|
10072
|
Women shouldn't even try to play football
|
hate
|
notgiven
| true
| 0.97946
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
69
|
10073
|
Football is a man's game
|
hate
|
notgiven
| true
| 0.99864
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
70
|
10074
|
She's almost as good as a man
|
hate
|
notgiven
| true
| 0.99642
|
dynabench entry
|
1
|
dev
|
gnzuctwed3
|
71
|
10075
|
She's not as good as a man
|
hate
|
notgiven
| true
| 0.96963
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
73
|
10076
|
Women aren't as good as men
|
hate
|
notgiven
| true
| 0.98117
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
74
|
10078
|
She's not as good as a man
|
hate
|
notgiven
| true
| 0.96963
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
76
|
10079
|
Women will never be as good as men
|
hate
|
notgiven
| true
| 0.9836
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
77
|
10080
|
Women should stick to the things they're good at, mainly domestic chores
|
hate
|
notgiven
| true
| 0.98553
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
78
|
10081
|
Women never stop talking
|
hate
|
notgiven
| true
| 0.9873
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
79
|
10082
|
Women talk too much
|
hate
|
notgiven
| true
| 0.99248
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
80
|
10083
|
Women never shut up
|
hate
|
notgiven
| true
| 0.96549
|
dynabench entry
|
1
|
dev
|
gnzuctwed3
|
81
|
10085
|
Kids get set the wrong example when their mum goes out to work
|
hate
|
notgiven
| true
| 0.97831
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
82
|
10086
|
If she's going to go to work why bother having children?
|
hate
|
notgiven
| true
| 0.99527
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
83
|
10087
|
Ban working mums
|
hate
|
notgiven
| true
| 0.99654
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
84
|
10088
|
Ban women from the workplace
|
hate
|
notgiven
| true
| 0.98961
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
85
|
10089
|
Get women out of the workplace
|
hate
|
notgiven
| true
| 0.99495
|
dynabench entry
|
1
|
dev
|
gnzuctwed3
|
86
|
10091
|
Men should leave the childcare to women and focus on more important things
|
hate
|
notgiven
| true
| 0.99772
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
87
|
10092
|
Men are too important to do childcare, its a womans job
|
hate
|
notgiven
| true
| 0.98166
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
88
|
10099
|
It's women's job to raise kids, it's all theyre good for
|
hate
|
notgiven
| true
| 0.99535
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
89
|
10100
|
Women shouldn't even pretend to like sport
|
hate
|
notgiven
| true
| 0.98915
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
90
|
10102
|
Men who cry make me sick
|
hate
|
notgiven
| true
| 0.95944
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
91
|
10103
|
Only gay men cry
|
hate
|
notgiven
| true
| 0.80637
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
92
|
10104
|
Gay men are such crybabies
|
hate
|
notgiven
| false
| 0.05585
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
93
|
10105
|
Women are so oversensitive
|
hate
|
notgiven
| true
| 0.76339
|
dynabench entry
|
1
|
test
|
gnzuctwed3
|
94
|
10106
|
His parents must have done something wrong or he wouldn't be disabled
|
hate
|
notgiven
| true
| 0.98421
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
95
|
10107
|
It's the parents fault they were born crippled
|
hate
|
notgiven
| true
| 0.62433
|
dynabench entry
|
1
|
dev
|
gnzuctwed3
|
96
|
10108
|
I wouldn't spend my life looking after a cripple child, what a waste of time
|
hate
|
notgiven
| true
| 0.99224
|
dynabench entry
|
1
|
train
|
gnzuctwed3
|
97
|
10135
|
my meal was fucking disgusting at pizza express tonight
|
nothate
|
none
| true
| 0.02047
|
dynabench entry
|
1
|
train
|
tbubpfn6ip
|
98
|
10136
|
my meal was fucking disgusting
|
nothate
|
none
| true
| 0.014
|
dynabench entry
|
1
|
train
|
tbubpfn6ip
|
99
|
10138
|
racism is fucking disgusting
|
nothate
|
none
| true
| 0.02175
|
dynabench entry
|
1
|
train
|
tbubpfn6ip
|
100
|
10139
|
smoking is fucking disgusting
|
nothate
|
none
| true
| 0.02719
|
dynabench entry
|
1
|
test
|
tbubpfn6ip
|
101
|
10142
|
drinking is fucking disgusting
|
nothate
|
none
| true
| 0.01161
|
dynabench entry
|
1
|
train
|
tbubpfn6ip
|
102
|
10143
|
protesting is fucking disgusting
|
nothate
|
none
| true
| 0.02201
|
dynabench entry
|
1
|
dev
|
tbubpfn6ip
|
End of preview.