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abidhussai512_global-workforce-training-quality-dataset

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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 7 new columns ({'Year', 'Data_Available', 'Status', 'Sex', 'HCI_OTJL', 'Indicator', 'Country'}) and 2 missing columns ({'Metric', 'Value'}).

This happened while the csv dataset builder was generating data using

hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset/HCI_On_Job_Learning_Cleaned.csv (at revision 9a6ecbc1330e50173c18fb2799e6072cb6805473), [/tmp/hf-datasets-cache/medium/datasets/97929824430753-config-parquet-and-info-jason1966-abidhussai512_g-dd474712/hub/datasets--jason1966--abidhussai512_global-workforce-training-quality-dataset/snapshots/9a6ecbc1330e50173c18fb2799e6072cb6805473/DATASET_SUMMARY.csv (origin=hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset@9a6ecbc1330e50173c18fb2799e6072cb6805473/DATASET_SUMMARY.csv), /tmp/hf-datasets-cache/medium/datasets/97929824430753-config-parquet-and-info-jason1966-abidhussai512_g-dd474712/hub/datasets--jason1966--abidhussai512_global-workforce-training-quality-dataset/snapshots/9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Cleaned.csv (origin=hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset@9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Cleaned.csv), /tmp/hf-datasets-cache/medium/datasets/97929824430753-config-parquet-and-info-jason1966-abidhussai512_g-dd474712/hub/datasets--jason1966--abidhussai512_global-workforce-training-quality-dataset/snapshots/9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Wide.csv (origin=hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset@9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Wide.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/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, 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
              Country: string
              Year: int64
              Sex: string
              HCI_OTJL: double
              Status: string
              Indicator: string
              Data_Available: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1057
              to
              {'Metric': Value('string'), 'Value': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, 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 1892, 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 7 new columns ({'Year', 'Data_Available', 'Status', 'Sex', 'HCI_OTJL', 'Indicator', 'Country'}) and 2 missing columns ({'Metric', 'Value'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset/HCI_On_Job_Learning_Cleaned.csv (at revision 9a6ecbc1330e50173c18fb2799e6072cb6805473), [/tmp/hf-datasets-cache/medium/datasets/97929824430753-config-parquet-and-info-jason1966-abidhussai512_g-dd474712/hub/datasets--jason1966--abidhussai512_global-workforce-training-quality-dataset/snapshots/9a6ecbc1330e50173c18fb2799e6072cb6805473/DATASET_SUMMARY.csv (origin=hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset@9a6ecbc1330e50173c18fb2799e6072cb6805473/DATASET_SUMMARY.csv), /tmp/hf-datasets-cache/medium/datasets/97929824430753-config-parquet-and-info-jason1966-abidhussai512_g-dd474712/hub/datasets--jason1966--abidhussai512_global-workforce-training-quality-dataset/snapshots/9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Cleaned.csv (origin=hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset@9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Cleaned.csv), /tmp/hf-datasets-cache/medium/datasets/97929824430753-config-parquet-and-info-jason1966-abidhussai512_g-dd474712/hub/datasets--jason1966--abidhussai512_global-workforce-training-quality-dataset/snapshots/9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Wide.csv (origin=hf://datasets/jason1966/abidhussai512_global-workforce-training-quality-dataset@9a6ecbc1330e50173c18fb2799e6072cb6805473/HCI_On_Job_Learning_Wide.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)

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Metric string	Value string
Total Rows (Long)	2628
Total Rows (Wide)	187
Countries	219
Years	2010, 2015, 2020, 2025
Sex Categories	Total, Male, Female
Data Completeness (%)	73.0%
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End of preview.

Global Workforce Training Quality Dataset

Country-Level On-the-Job Learning Scores 2010-2025 | World Bank Data

Dataset Info

Source: Kaggle
Original Size: 0.05 MB
Kaggle Downloads: 27
Files: 3

Files

DATASET_SUMMARY.csv
HCI_On_Job_Learning_Cleaned.csv
HCI_On_Job_Learning_Wide.csv

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Total file size:

318 kB