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Morteza24
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future-of-science

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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 3 new columns ({'2003', 'C148761745', 'C536366893'}) and 3 missing columns ({'C144133560', '2002', 'C121955636'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Morteza24/future-of-science/Art_Business/edges/2003.csv (at revision b434c5adb354dcd2ec83963e96bc9d154c552e68)

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
              C148761745: string
              C536366893: string
              2003: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 608
              to
              {'C121955636': Value('string'), 'C144133560': Value('string'), '2002': Value('int64')}
              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 3 new columns ({'2003', 'C148761745', 'C536366893'}) and 3 missing columns ({'C144133560', '2002', 'C121955636'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Morteza24/future-of-science/Art_Business/edges/2003.csv (at revision b434c5adb354dcd2ec83963e96bc9d154c552e68)
              
              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)

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C121955636 string	C144133560 string	2002 int64
C121955636	C196083921	2,002
C144133560	C196083921	2,002
C124952713	C142362112	2,002
C124952713	C94389720	2,002
C142362112	C94389720	2,002
C2776462828	C55214782	2,002
C2776462828	C83646750	2,002
C55214782	C83646750	2,002
C144133560	C162853370	2,002
C144133560	C2780378061	2,002
C162853370	C2780378061	2,002
C128481406	C169081014	2,002
C128481406	C2780273408	2,002
C128481406	C28213024	2,002
C128481406	C74916050	2,002
C169081014	C2780273408	2,002
C169081014	C28213024	2,002
C169081014	C74916050	2,002
C2780273408	C28213024	2,002
C2780273408	C74916050	2,002
C28213024	C74916050	2,002
C142362112	C52119013	2,002
C124952713	C12713177	2,002
C124952713	C7991579	2,002
C12713177	C142362112	2,002
C12713177	C7991579	2,002
C142362112	C7991579	2,002
C112930515	C144133560	2,002
C2779157386	C52069626	2,002
C2779157386	C52119013	2,002
C52069626	C52119013	2,002
C142362112	C74916050	2,002
C10138342	C120310109	2,002
C10138342	C120527767	2,002
C10138342	C144133560	2,002
C10138342	C183582576	2,002
C10138342	C197142791	2,002
C10138342	C200870193	2,002
C10138342	C202189257	2,002
C10138342	C2778489760	2,002
C10138342	C69738904	2,002
C10138342	C73283319	2,002
C10138342	C90994476	2,002
C120310109	C120527767	2,002
C120310109	C144133560	2,002
C120310109	C183582576	2,002
C120310109	C197142791	2,002
C120310109	C200870193	2,002
C120310109	C202189257	2,002
C120310109	C2778489760	2,002
C120310109	C69738904	2,002
C120310109	C73283319	2,002
C120310109	C90994476	2,002
C120527767	C144133560	2,002
C120527767	C183582576	2,002
C120527767	C197142791	2,002
C120527767	C200870193	2,002
C120527767	C202189257	2,002
C120527767	C2778489760	2,002
C120527767	C69738904	2,002
C120527767	C73283319	2,002
C120527767	C90994476	2,002
C144133560	C183582576	2,002
C144133560	C197142791	2,002
C144133560	C200870193	2,002
C144133560	C202189257	2,002
C144133560	C2778489760	2,002
C144133560	C69738904	2,002
C144133560	C73283319	2,002
C144133560	C90994476	2,002
C183582576	C197142791	2,002
C183582576	C200870193	2,002
C183582576	C202189257	2,002
C183582576	C2778489760	2,002
C183582576	C69738904	2,002
C183582576	C73283319	2,002
C183582576	C90994476	2,002
C197142791	C200870193	2,002
C197142791	C202189257	2,002
C197142791	C2778489760	2,002
C197142791	C69738904	2,002
C197142791	C73283319	2,002
C197142791	C90994476	2,002
C200870193	C202189257	2,002
C200870193	C2778489760	2,002
C200870193	C69738904	2,002
C200870193	C73283319	2,002
C200870193	C90994476	2,002
C202189257	C2778489760	2,002
C202189257	C69738904	2,002
C202189257	C73283319	2,002
C202189257	C90994476	2,002
C2778489760	C69738904	2,002
C2778489760	C73283319	2,002
C2778489760	C90994476	2,002
C69738904	C73283319	2,002
C69738904	C90994476	2,002
C73283319	C90994476	2,002
C142362112	C15708023	2,002
C15708023	C52119013	2,002

End of preview.

This is the official dataset for the paper "FOS: A Large-Scale Temporal Graph Benchmark for Scientific Interdisciplinary Link Prediction" (arXiv: https://www.arxiv.org/abs/2511.18631).

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Paper for Morteza24/future-of-science

FOS: A Large-Scale Temporal Graph Benchmark for Scientific Interdisciplinary Link Prediction

Paper • 2511.18631 • Published Nov 23, 2025