Dataset · Hugging Face

ZipLime/insider-trading

Name: insider-trading
Creator: ZipLime
License: apache-2.0
Keywords: language:en, license:apache-2.0, region:us, finance, sec, edgar, insider-trading, point-in-time, alternative-data, ziplime

ZipLime US Insider Trading Disclosures (PIT) [!CAUTION] Use knowledge_date, not transaction_date, when backtesting. transaction_date says when a trade occurred; knowledge_date says when the filing became observable through EDGAR. Using the former as the signal date introduces look-ahead bias. visible = trades.filter(pl.col("knowledge_date") <= simulation_time) This dataset normalizes corporate-insider transactions reported in U.S. SEC EDGAR Form 4 and Form 4/A ownership… See the full description on the dataset page: https://huggingface.co/datasets/ZipLime/insider-trading.

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Author / organization	ZipLime
License (as declared)	apache-2.0
Downloads	1.4K (as reported by Hugging Face)
Likes	0
Created	3 September 2026
Last updated at source	18 October 2026

financesecedgarinsider-tradingpoint-in-timealternative-dataziplime

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