Brain

Sentiment and Language Metrics of Company Filings

Provides sentiment scores derived from 10-K and 10-Q company filings
Additionally captures the occurrence of specific types of language such as "constraining" language, "litigious" language, and "uncertainty" language, as well as readability scores and other lexical metrics
Uses natural language processing to quantify unstructured text
Covers the largest 6,000+ US stocks
No survivorship bias: includes active and delisted tickers
Provides metrics for the most recent report as well as the delta between the two most recent reports
Provides metrics for the whole document as well as for specific sections: Risk Factors, and Management Discussion and Analysis
Historical data back to 2010
For more information, see the product factsheet: Brain Language Metrics on Company Filings ↗

Language Metrics on Company Filings

Select license to see pricing

billed annually

Data history:
2010 - present
Included datasets:
  • Brain Language Metrics on Company Filings

Language Metrics on Company Filings

Select license to see pricing

billed monthly

Data history:
2010 - present
Included datasets:
  • Brain Language Metrics on Company Filings

About the Provider

BRAIN is a research company that creates proprietary datasets and algorithms for investment strategies. The team combines extensive experience in financial markets with strong competence in statistics, machine learning, and natural language processing.
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