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[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for MSFT fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for MSFT fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for MSFT fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for MSFT fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for MSFT fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for AAPL fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for AAPL fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for AAPL fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for AAPL fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for AAPL fiscal ...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for GOOGL fiscal...
[ { "role": "system", "content": "You are a financial analyst specialized in SEC 10-K filings. When given raw SEC filing sections, extract and structure the key business information into a clean JSON format." }, { "role": "user", "content": "Extract and analyze the SEC 10-K filing for GOOGL fiscal...
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SEC 10-K Extraction Dataset

Dataset Description

106 SEC 10-K filing records paired with structured qualitative extractions. Covers business overview, segments, moat, competition, risks, and strategic initiatives.

Data Format

JSONL with messages format (system, user, assistant). User message contains raw SEC filing text. Assistant message contains structured JSON extraction.

Source

SEC EDGAR filings across multiple tickers and fiscal years.

Intended Use

Fine-tuning LLMs for SEC filing extraction tasks.

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