Illustrative sample. Field names to be confirmed against the data dictionary.
Applications
Where desks put it to work.
Signal generationSystematic modelsTurn unstructured headlines into structured inputs for short-horizon strategies.
Event detectionBreaking newsIdentify market-moving events and corporate announcements as they break.
Risk monitoringReal-TimeStay ahead of developments that may affect holdings, with real-time alerts.
Narrative trackingTone over timeMeasure how coverage and tone on a name shift across the news cycle.
Research supportFundamental contextCompare how companies and sectors are covered, with quantitative context.
Specifications
Scope, precisely.
CoverageU.S. equities.
Sources8,000+ news sources worldwide
SentimentRules-based NLP, −1 to +1
TopicsM&A, earnings, analyst ratings and other key events
LatencySub 1-minute
DeliveryJSON API over REST, custom integration available
FAQ
Frequently Asked Questions
You have headlines. This is a scored, structured signal built for a model, from the same engine as the social signal you may already be evaluating.
Context Analytics' NLP-driven news sentiment product that converts financial news articles into structured, ticker-tagged sentiment scores for use in systematic trading and research.
78,000+ articles per month from 8,000+ news sources, with real-time processing around the clock.
Articles are tagged by topic based on our rules-based NLP, including themes like M&A, earnings and analyst ratings, and tagged at the security level so you can search news by ticker.
The feed offers sub-1-minute processing and delivery, built for time-sensitive trading and risk applications.
Yes. The Quantitative News Feed can be combined with S-Factor's X and StockTwits sentiment for added predictive power — two independent signals, never blended, so your desk decides how to weight each.
The feed is delivered as a JSON API over REST, designed for streamlined integration into existing systems.
Add news as your next signal.
If you already model our social signal, this is the news-side catalyst on the same names, through the same engine.