Datasets:

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MindCastSogang

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SuicideDataset

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SGU MLLAB mindcast team 6

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 22 new columns ({'비경제활동인구(천명)', '요양급여비용총액(총계)', '실업자(천명)', '자살사망자수', '임금총액', '취업자(천명)', '근로시간', 'Unnamed: 0', 'GDP', 'GNI', '1인당_실질국민총소득(원)', '청구건수(총계)', '날짜', '경제활동인구(천명)', '소비자물가상승률(%)', '경제활동참가율(%)', '실업률(%)', '평균근로시간', '보험자부담금(총계)', '고용률(%)', '내원일수(총계)', '환자수(총계)'}) and 16 missing columns ({'전체근로일수', '경제활동인구', '실업자', '취업자', '전체임금총액', '경제활동참가율', '소비자물가등락률', '전체근로시간', '비경제활동인구', '자살자수', '국민총소득(GNI)', '실업률', 'date', 'cpi', '고용률', '국내총생산(시장가격 GDP)'}).

This happened while the csv dataset builder was generating data using

hf://datasets/MindCastSogang/SuicideDataset/suicide_basedata_2020_2022.csv (at revision 7d22c854686efaed0df78be150dd6e0bc217b5a6), ['hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_base_data_2020_2024_20260222.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_base_data_2020_2026_20260903.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_basedata_2020_2022.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/average_working_day_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/consumer_price_change_index_latest_20260222.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/cpi_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/gdp_gni_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/labor_force_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/loan_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/working_index_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/population/aver_mid_age_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/population/resident_population_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/population/suicide_population_latest_20260210.csv']

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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              날짜: string
              자살사망자수: int64
              환자수(총계): int64
              내원일수(총계): int64
              청구건수(총계): int64
              요양급여비용총액(총계): int64
              보험자부담금(총계): int64
              경제활동인구(천명): int64
              경제활동참가율(%): double
              비경제활동인구(천명): int64
              취업자(천명): int64
              고용률(%): double
              실업자(천명): int64
              실업률(%): double
              소비자물가상승률(%): double
              1인당_실질국민총소득(원): int64
              근로일수: double
              근로시간: double
              임금총액: int64
              가계신용: double
              가계대출: double
              판매신용: double
              고령인구비율: double
              총인구수: double
              0~14세 구성비: double
              15~64세 구성비: double
              중위연령: double
              평균연령: double
              GDP: double
              GNI: double
              평균근로시간: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5463
              to
              {'date': Value('string'), 'cpi': Value('float64'), '가계신용': Value('float64'), '가계대출': Value('float64'), '판매신용': Value('float64'), '경제활동인구': Value('float64'), '비경제활동인구': Value('float64'), '취업자': Value('float64'), '실업자': Value('float64'), '실업률': Value('float64'), '고용률': Value('float64'), '경제활동참가율': Value('float64'), '소비자물가등락률': Value('float64'), '근로일수': Value('float64'), '국내총생산(시장가격 GDP)': Value('float64'), '국민총소득(GNI)': Value('float64'), '중위연령': Value('float64'), '평균연령': Value('float64'), '전체임금총액': Value('float64'), '전체근로일수': Value('float64'), '전체근로시간': Value('float64'), '총인구수': Value('int64'), '0~14세 구성비': Value('float64'), '15~64세 구성비': Value('float64'), '고령인구비율': Value('float64'), '자살자수': 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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 22 new columns ({'비경제활동인구(천명)', '요양급여비용총액(총계)', '실업자(천명)', '자살사망자수', '임금총액', '취업자(천명)', '근로시간', 'Unnamed: 0', 'GDP', 'GNI', '1인당_실질국민총소득(원)', '청구건수(총계)', '날짜', '경제활동인구(천명)', '소비자물가상승률(%)', '경제활동참가율(%)', '실업률(%)', '평균근로시간', '보험자부담금(총계)', '고용률(%)', '내원일수(총계)', '환자수(총계)'}) and 16 missing columns ({'전체근로일수', '경제활동인구', '실업자', '취업자', '전체임금총액', '경제활동참가율', '소비자물가등락률', '전체근로시간', '비경제활동인구', '자살자수', '국민총소득(GNI)', '실업률', 'date', 'cpi', '고용률', '국내총생산(시장가격 GDP)'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/MindCastSogang/SuicideDataset/suicide_basedata_2020_2022.csv (at revision 7d22c854686efaed0df78be150dd6e0bc217b5a6), ['hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_base_data_2020_2024_20260222.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_base_data_2020_2026_20260903.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_basedata_2020_2022.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/average_working_day_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/consumer_price_change_index_latest_20260222.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/cpi_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/gdp_gni_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/labor_force_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/loan_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/economic/working_index_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/population/aver_mid_age_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/population/resident_population_latest_20260208.csv', 'hf://datasets/MindCastSogang/SuicideDataset@7d22c854686efaed0df78be150dd6e0bc217b5a6/suicide_raw_dataset/population/suicide_population_latest_20260210.csv']
              
              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)