Dataset

sec-filings-tone

News & Sentiment Download 1 source

S&P 500 10-K topic tone profiles, FY2019–FY2026 Data version 0.4.0 (exported 2026-10-18; changes since 0.1.0 under Versioning). provenance.json records the version, the code commit, the model, hashes of the prompt and output schema, and the row count of every table. Tone scores for passages of S&P 500 10-K filings on five dimensions, toward 13 topics, by Claude Haiku 5.5 (claude-haiku-5-5). The re

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Dataset card

sec-filings-tone is listed on Hugging Face by Milosand1.

The recorded metadata describes stored in Parquet format and estimated at millions of records. The listing has drawn 63 downloads and 0 likes on Hugging Face.

The data

The dataset ships in Parquet format and is sized at millions of records.

The source tags it with finance, sec-filings and 10-k.

Documentation & references 1
  1. milosand1/sec-filings-tone: listing on Hugging Face

Further reading

All guides
  • What is alternative data?Alternative data in investment research: what the term covers, how it differs from data format, and why provenance, timing, access and validation matter.
  • News and sentiment analyticsTurning text into tradable signal: NLP pipelines behind news sentiment scores, entity resolution, event extraction, latency economics, and why most sentiment alpha lives in the details.
  • Alternative data for investingHow funds turn alternative data into an investment edge: signal families, evaluation, backtesting, compliance and the build-vs-buy decision, mapped to the datasets and providers indexed on this encyclopedia.

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