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Datasets:
elroyg
/
fin-jepa-study0

Tasks:
Tabular Classification
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
finance
xbrl
distress-prediction
sec-edgar
tabular
financial-statements
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
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elroyg commited on
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1 Parent(s): 4150163

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Files changed (5) hide show
  1. README.md +2 -2
  2. default/test.parquet +2 -2
  3. default/train.parquet +2 -2
  4. default/validation.parquet +2 -2
  5. raw/label_database.parquet +2 -2
README.md CHANGED
@@ -185,8 +185,8 @@ print(train.columns.tolist())
185
  | `stock_decline` | Market-adjusted 252-day return < -20% | yfinance (forward returns from filing date) | 43.2% |
186
  | `earnings_restate` | Either (a) a 10-K/A-family filing (10-K/A, 10-KT/A, NT 10-K/A) within 1095 days of `period_end` in the EDGAR index, or (b) the XBRL Company Facts API reports ≥2 10-K filings for the same `(cik, period_end)`. See `earnings_restate_source` for per-row provenance. | Reconciled: EDGAR quarterly index + XBRL amendment registry | 22.3% |
187
  | `audit_qualification` | Going-concern or adverse audit opinion | External CSV (Audit Analytics) | 0.0% |
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- | `sec_enforcement` | SEC enforcement action disclosure | EDGAR EFTS full-text search (noisy proxy) | 0.0% |
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- | `bankruptcy` | Chapter 7/11 filing (8-K Item 1.03) | EDGAR EFTS full-text search | 0.0% |
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  > **NaN semantics:** NaN means "data unavailable", **not** "no event".
192
  > Training code must mask NaN labels in the loss function.
 
185
  | `stock_decline` | Market-adjusted 252-day return < -20% | yfinance (forward returns from filing date) | 43.2% |
186
  | `earnings_restate` | Either (a) a 10-K/A-family filing (10-K/A, 10-KT/A, NT 10-K/A) within 1095 days of `period_end` in the EDGAR index, or (b) the XBRL Company Facts API reports ≥2 10-K filings for the same `(cik, period_end)`. See `earnings_restate_source` for per-row provenance. | Reconciled: EDGAR quarterly index + XBRL amendment registry | 22.3% |
187
  | `audit_qualification` | Going-concern or adverse audit opinion | External CSV (Audit Analytics) | 0.0% |
188
+ | `sec_enforcement` | SEC enforcement action disclosure | EDGAR EFTS full-text search (noisy proxy) | 0.5% |
189
+ | `bankruptcy` | Chapter 7/11 filing (8-K Item 1.03) | EDGAR EFTS full-text search | 0.8% |
190
 
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  > **NaN semantics:** NaN means "data unavailable", **not** "no event".
192
  > Training code must mask NaN labels in the loss function.
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