Datasets:

sfd-anonymous
/

sefd-archive-100k-analysis-sample-qwen3-20260524

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 4 new columns ({'token_share', 'form_type', 'tokens', 'filings'}) and 3 missing columns ({'year', 'estimated_tokens_billions', 'estimated_tokens'}).

This happened while the csv dataset builder was generating data using

hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524/paper_analysis_metrics/form_type_token_pie.csv (at revision 634e76045d8a4d9c7cca8364aab621795488439b), [/tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/annual_estimated_token_volume.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/annual_estimated_token_volume.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/form_type_token_pie.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/form_type_token_pie.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_comparison.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_comparison.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_over_time_100k_individual_year.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_over_time_100k_individual_year.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/token_length_bucket_shares.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/token_length_bucket_shares.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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              form_type: string
              filings: int64
              tokens: int64
              token_share: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 721
              to
              {'year': Value('int64'), 'estimated_tokens': Value('int64'), 'estimated_tokens_billions': Value('float64')}
              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 1348, 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 4 new columns ({'token_share', 'form_type', 'tokens', 'filings'}) and 3 missing columns ({'year', 'estimated_tokens_billions', 'estimated_tokens'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524/paper_analysis_metrics/form_type_token_pie.csv (at revision 634e76045d8a4d9c7cca8364aab621795488439b), [/tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/annual_estimated_token_volume.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/annual_estimated_token_volume.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/form_type_token_pie.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/form_type_token_pie.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_comparison.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_comparison.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_over_time_100k_individual_year.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/source_format_over_time_100k_individual_year.csv), /tmp/hf-datasets-cache/medium/datasets/18265595813309-config-parquet-and-info-sfd-anonymous-sefd-archiv-2ac40369/hub/datasets--sfd-anonymous--sefd-archive-100k-analysis-sample-qwen3-20260524/snapshots/634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/token_length_bucket_shares.csv (origin=hf://datasets/sfd-anonymous/sefd-archive-100k-analysis-sample-qwen3-20260524@634e76045d8a4d9c7cca8364aab621795488439b/paper_analysis_metrics/token_length_bucket_shares.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)

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.

year int64	estimated_tokens int64	estimated_tokens_billions float64
1,994	1,961,176,454	1.961176
1,995	3,486,404,147	3.486404
1,996	5,791,680,353	5.79168
1,997	7,569,536,738	7.569537
1,998	8,628,967,915	8.628968
1,999	7,215,861,372	7.215861
2,000	7,924,612,507	7.924613
2,001	7,406,338,813	7.406339
2,002	7,743,252,006	7.743252
2,003	11,176,927,379	11.176927
2,004	11,355,412,074	11.355412
2,005	14,067,596,720	14.067597
2,006	17,519,081,474	17.519081
2,007	15,508,855,239	15.508855
2,008	12,720,560,378	12.72056
2,009	11,828,104,391	11.828104
2,010	11,780,573,052	11.780573
2,011	14,563,808,283	14.563808
2,012	14,639,853,289	14.639853
2,013	13,427,590,056	13.42759
2,014	16,888,024,390	16.888024
2,015	14,839,229,141	14.839229
2,016	17,508,079,595	17.50808
2,017	18,373,844,601	18.373845
2,018	22,991,563,621	22.991564
2,019	26,574,675,056	26.574675
2,020	31,310,385,802	31.310386
2,021	38,884,067,224	38.884067
2,022	31,184,321,574	31.184322
2,023	37,458,247,875	37.458248
2,024	33,818,330,960	33.818331
2,025	41,065,390,614	41.065391
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
1,994	null	null
1,995	null	null
1,996	null	null
1,997	null	null
1,998	null	null
1,999	null	null
2,000	null	null
2,001	null	null
2,002	null	null
2,003	null	null
2,004	null	null
2,005	null	null
2,006	null	null
2,007	null	null
2,008	null	null
2,009	null	null
2,010	null	null
2,011	null	null
2,012	null	null
2,013	null	null
2,014	null	null
2,015	null	null
2,016	null	null
2,017	null	null
2,018	null	null
2,019	null	null
2,020	null	null
2,021	null	null
2,022	null	null
2,023	null	null
2,024	null	null
2,025	null	null
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null

SEFD Archive 100k Analysis Sample Qwen3 20260524

Retained artifacts for the completed archive-wide 100,000-filing Stanford EDGAR Filings Dataset (SEFD) analysis sample used in the arXiv paper update. The sample contains 2,971,490,909 final SEFD tokens, counted with the Qwen3-1.7B tokenizer.

This repository is a new versioned artifact and intentionally does not replace the earlier sfd-archive-100k-analysis-sample repository used for the original conference submission.

Included:

metadata_parts/: split parts of metadata.jsonl.gz, with one parser-metadata record per successful filing in the completed 100k sample.
metadata_parts/metadata_manifest.json: checksums and reconstruction instructions for the split metadata gzip.
processed_accessions.txt: accession numbers included in the completed sample.
paper_analysis_metrics/: CSV/JSON files used to recreate the dataset-analysis figures and prose.
figures/: rendered PNG versions of the dataset-analysis plots.

Not included:

per-filing parsed MultiMarkdown outputs
temporary raw SEC downloads
parser source code

The field archive_final_tokens in summary.json is the sample token count used in the paper. Source-format token totals are retained only for format-attribution analyses and should not be treated as the corpus-size token count.

To reconstruct the metadata gzip:

cat metadata_parts/metadata.jsonl.gz.part-* > metadata.jsonl.gz
shasum -a 256 metadata.jsonl.gz

The expected SHA-256 is bd5e7087e252d9e42507b5c3bed6e42315ed76f58d9c967ce1221ef1a2e72997.

Downloads last month: 20

Total file size:

14.3 MB