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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 1 new columns ({'Attributes'})

This happened while the csv dataset builder was generating data using

hf://datasets/augustus2011/beyond_one_world-heros/heros_profile_aa.csv (at revision 5942e0429fb8e2f57cbc7b6223a516567f764e12)

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/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              UID: int64
              Name: string
              CID: int64
              Source: string
              Attributes: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 806
              to
              {'UID': Value('int64'), 'Name': Value('string'), 'CID': Value('int64'), 'Source': 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 1455, 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 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/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 1 new columns ({'Attributes'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/augustus2011/beyond_one_world-heros/heros_profile_aa.csv (at revision 5942e0429fb8e2f57cbc7b6223a516567f764e12)
              
              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.

UID
int64
Name
string
CID
int64
Source
string
1
Tony Stark “Iron Man”
1
['MCU: The Heroes','avengers endgame(2019)']
1
Tony Stark “Iron Man”
2
['Marvel Comics', 'earth 616']
1
Tony Stark “Iron Man”
3
['What If...? SS1 Ep 6','What If... Killmonger Rescued Tony Stark?']
2
Peter Parker "Spider-Man"
4
['MCU: The Heroes', 'spider man no way home (2021)']
2
Peter Parker "Spider-Man"
5
['MCU: The Heroes','The Amazing Spider-Man 2 (2014)']
2
Peter Parker "Spider-Man"
6
['MCU: The Heroes','spider man (2007)']
3
Steve Rogers "Captain America"
7
['MCU: The Heroes', 'avengers endgame (2019)']
3
Steve Rogers “Captain America”
8
['Marvel Comics','earth 616']
3
Steve Rogers “Captain America”
9
['Animated Series','X-Men(1993): The Animated Series S2E04']
4
Thor Odinson "Thor"
10
['MCU: The Heroes','thor love and thunder(2022)']
4
Thor Odinson "Thor"
11
['Marvel Comics','earth 616']
4
Thor Odinson "Thor"
12
['What If...? SS1 Ep 7','What If... Thor Were an Only Child?']
5
Dr.Robert Bruce Banner "Hulk"
13
['MCU: The Heroes','she hulk(2022)']
5
Dr.Robert Bruce Banner "Hulk"
14
['Marvel Comics', 'earth 616']
5
Dr.Robert Bruce Banner "Hulk"
15
['Universal Pictures','Hulk (2003)']
6
Matt Murdock "Daredevil"
16
['Marvel TV series','Daredevil (2018)']
6
Matt Murdock "Daredevil"
17
['Marvel Comics', 'earth 616']
6
Matt Murdock "Daredevil"
18
['20th Century Fox','Daredevil (2003)']
7
Peter Quill "Star-Lord"
19
['MCU: The Heroes', 'guardians of the galaxy (2023)']
7
Peter Quill “Star-Lord”
20
['Marvel Comics', 'earth 616']
7
Peter Quill “Star-Lord”
21
['marvel game','Marvel's Guardians of the Galaxy (2021)']
8
Natasha Romanoff “Black Widow”
22
['Marvel Comics','earth 616']
8
Natasha Romanoff "Black Widow"
23
['MCU: The Heroes','Black Widow (2021)']
8
Natasha Romanoff "Black Widow"
24
['What If...? SS1 Ep 3','What If... The World Lost Its Mightiest Heroes?']
9
Stephen Strange "Doctor Strange"
25
['MCU: The Heroes','Doctor Strange in the Multiverse of Madness (2022)']
9
Stephen Strange “Doctor Strange”
26
['Marvel Comics','earth 616']
9
Steven Strange “Doctor Strange”
27
['Universal Television','Dr. Strange (1978)']
10
Clint Barton “Hawkeye”
28
['MCU: The Heroes','Marvel Cinematic Universe television series','Hawkeye (2021)']
10
Clint Barton “Hawkeye”
29
['Marvel Comics','earth 616']
10
Clint Barton "Hawkeye"
30
['What If...? SS1 Ep 3','What If... The World Lost Its Mightiest Heroes?']
11
King T’Challa “Black Panther”
31
['MCU: The Heroes', 'Black Panther (2018)']
11
T’Challa “Black Panther”
32
['Marvel Comics', 'earth 616']
11
T'Challa "Black Panther"
33
['What If...? SS1 Ep 2','What If... T'Challa Became a Star-Lord?']
12
Scott Lang "Ant-Man"
34
['Marvel Comics','earth 616']
12
Scott Lang "Ant-Man"
35
['MCU: The Heroes','Ant-Man and the Wasp: Quantumania(2023)']
12
Scott Lang “Ant-Man”
36
['What If...? SS 2 Episode 8','What If... The Avengers Assembled in 1602?']
13
Johnny Storm "Human Torch"
37
['MCU: The Heroes','Deadpool & Wolverine (2024)']
13
Johnny Storm "Human Torch"
38
['Marvel Comics', 'earth 616']
13
Johnny Storm "Human Torch"
39
['20th Century Fox','Fantastic Four (2015)']
14
Rocket Raccoon
40
['MCU: The Heroes','guardians of the galaxy (2023)']
14
Rocket Raccoon
41
['Marvel Comics', 'earth 616']
14
Rocket Raccoon
42
['Marvel Animated Universe','The Avengers: Earth's Mightiest Heroes (2010)']
15
Sam Wilson “Captain America”
43
['MCU: The Heroes','Captain America: Brave New World (2025)']
15
Sam Wilson "Captain America"
44
['Marvel Comics', 'earth 616']
15
Samuel Wilson "falcon"
45
['Marvel Comics', 'earth 1610']
16
Kal-El "Superman"
46
['DC Comics', 'Mainstream Universe', '1986-present']
16
Clark Kent “Superman”
47
['DC Extended Universe', 'justice league snyder cut (2017)']
16
ClarkKent "Superman"
48
['DC Animated Universe (Timmverse/Deniverse)','Justice League (2001)']
17
Bruce Wayne "Batman"
49
['DC Extended Universe', 'The Flash (2023)','justice league snyder cut (2017)']
17
Bruce Wayne "Batman"
50
['DC Extended Universe','The Dark Knight Trilogy (2005)']
17
Bruce Wayne “Batman”
51
['DC Extended Universe','The Batman (2022)']
18
Diana Prince “Wonder Woman”
52
['DC Extended Universe','The Flash (2023)']
18
Diana Prince "Wonder Woman"
53
['DC Animated Universe (Timmverse/Deniverse)','Justice League (2001)']
18
Diana Prince "Wonder Woman"
54
['DC Comics','Mainstream Universe 2011-present']
19
Barry Allen “The Flash”
55
['DC Extended Universe', 'The Flash (2023)']
19
Barry Allen "The Flash"
56
['Arrowverse','earth1','The Flash (2014)']
19
Barry Allen (Earth-2)
57
['Arrowverse','earth2','The Flash (2014)']
20
Arthur Curry “Aquaman”
58
['DC Extended Universe', 'The Flash (2023)']
20
Arthur Curry “Aquaman”
59
['DC Comics','Mainstream Universe 2011-present']
20
Arthur Curry "Aquaman"
60
['animated television series ','Batman: The Brave and the Bold (2008)']
21
Victor Stone "Cyborg"
61
['DC Comics','Mainstream Universe 2011-present']
21
Victor Stone "Cyborg"
62
['DC Extended Universe','The Flash (2023)']
21
Victor Stone "Cyborg"
63
['DC Animated Universe','Teen Titans (2003)']
22
Hal Jordan "Green Lantern"
64
['DC Comics','Mainstream Universe 2011-present']
22
Hal Jordan "Green Lantern"
65
['DC Extended Universe','Green Lantern(2011)']
22
Hal Jordan "Green Lantern"
66
['DC Animated Universe (Timmverse/Deniverse)','Justice League (2001)']
23
Oliver Queen "Green Arrow"
67
['DC Animated Universe (Timmverse/Deniverse)','Justice League (2001)']
23
Oliver Queen "Green Arrow"
68
['Arrowverse','Arrow season 8 (2020)']
23
Oliver Queen "Green Arrow"
69
['DC Comics','Mainstream Universe 2011-present']
24
J'onn J'onzz "Martian Manhunter"
70
[ 'DC Animated Universe (Timmverse/Deniverse)','Justice League (2001)']
24
J'onn J'onzz "Martian Manhunter"
71
['Arrowverse','earth38','Supergirl (2015)']
24
J’onn J’onnz “Martian Manhunter”
72
['DC Comics', 'Mainstream Universe 1986-2011']
25
Kent Nelson "Doctor Fate"
73
['DC Extended Universe', 'Black Adam (2022)']
25
Kent Nelson "Doctor Fate"
74
[ 'DC Animated Universe (Timmverse/Deniverse)','Justice League (2001)']
25
Kent Nelson "Doctor Fate"
75
['DC Comics','Mainstream Universe 1930s-2011']
26
Kara Zor-El "Supergirl"
76
['DC Comics','Mainstream Universe 2011-present']
26
Kara Zor-El "Supergirl"
77
['DC Extended Universe', 'The Flash (2023)']
26
Kara Zor-El "Supergirl"
78
['Arrowverse','earth38','Supergirl (2015)']
27
John Constantine
79
['DC Comics','Mainstream Universe 2011-present']
27
John Constantine
80
['Constantine (2014)']
27
John Constantine
81
['DC Animated Universe (Timmverse/Deniverse)','Constantine: City of Demons (2018)']
28
Jaime Reyes "Blue Beetle"
82
['DC Comics','Mainstream Universe 1986-2011']
28
Jaime Reyes "Blue Beetle"
83
['DC Extended Universe','Blue Beetle (2023)']
28
Jaime Reyes "Blue Beetle"
84
[''DC Animated Universe','Young Justice (2010)']
29
Barbara Gordon "Batgirl"
85
['DC Comics','Mainstream Universe 2011-present']
29
Barbara Gordon "Batgirl"
86
['Harley Quinn (2019)']
29
Barbara Gordon "Batgirl"
87
['DC Animated Universe','Batman: The Animated Series (1992)']
30
Koriand'r "Starfire"
88
['Teen Titans (2003)']
30
Koriand'r "Starfire"
89
['DC Comics','Mainstream Universe 1950s-2011']
30
Koriand'r "Starfire"
90
['Teen Titans Go!(2013)']
1
Tony Stark “Iron Man”
1
['MCU: The Heroes','avengers endgame(2019)']
1
Tony Stark “Iron Man”
2
['Marvel Comics', 'earth 616']
1
Tony Stark “Iron Man”
3
['What If...? SS1 Ep 6','What If... Killmonger Rescued Tony Stark?']
2
Peter Parker "Spider-Man"
4
['MCU: The Heroes', 'spider man no way home (2021)']
2
Peter Parker "Spider-Man"
5
['MCU: The Heroes','The Amazing Spider-Man 2 (2014)']
2
Peter Parker "Spider-Man"
6
['MCU: The Heroes','spider man (2007)']
3
Steve Rogers "Captain America"
7
['MCU: The Heroes', 'avengers endgame (2019)']
3
Steve Rogers “Captain America”
8
['Marvel Comics','earth 616']
3
Steve Rogers “Captain America”
9
['Animated Series','X-Men(1993): The Animated Series S2E04']
4
Thor Odinson "Thor"
10
['MCU: The Heroes','thor love and thunder(2022)']
End of preview.
@misc{2510.14351,
Author = {Perapard Ngokpol and Kun Kerdthaisong and Pasin Buakhaw and Pitikorn Khlaisamniang and Supasate Vorathammathorn and Piyalitt Ittichaiwong and Nutchanon Yongsatianchot},
Title = {Beyond One World: Benchmarking Super Heros in Role-Playing Across Multiversal Contexts},
Year = {2025},
Eprint = {arXiv:2510.14351},
}
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