Introducing Market Narratives: turn market data into meaningful insights
July 2025• Francisco Servia, Head of Bigdata Store
A new Bigdata.com data package that turns raw filings into clear, useful summaries.
Analyzing market data often means sifting through lengthy filings, dense earnings releases, and official statements just to find a few relevant sentences. That process takes valuable time away from actual analysis and decision-making.
Market Narratives, now available on Bigdata.com, is designed to solve this. It converts structured inputs – such as SEC filings, earnings releases, and Federal Reserve statements – into concise, readable summaries. Instead of parsing raw tables or scrolling through PDF pages, you get a clear, structured narrative highlighting what has changed, what was announced, and why it matters.
How this helps in practice
Imagine you’re an equity analyst covering large-cap U.S. tech stocks and Meta has just filed its latest 10-Q. Reading the entire filing to extract a few updates on regulatory risks, advertising revenue trends, and AI infrastructure investments could take an hour.
With Market Narratives, you can ask Bigdata:
“@marketnarratives: Summarise the key risks, strategic initiatives, and financial highlights from Meta’s latest 10-Q filing, and indicate any changes in risk disclosures versus the previous quarter.”
Within seconds, you receive a narrative outlining strategic initiatives, financial highlights: and risk disclosures:

This allows you to rapidly assess whether these updates impact your valuation model or investment thesis before deeper reading.
Or take the example of monitoring Federal Reserve statements. Instead of reading the full document to determine implications for short-duration bonds, you can ask:
“@marketnarratives: What are the key takeaways from the latest Federal Reserve statement relevant to short-term interest rates and inflation expectations?”
Market Narratives will surface the rate decision, inflation commentary, and forward guidance relevant to short-term instruments, enabling quick portfolio positioning decisions.

What it covers
Currently, Market Narratives focuses on large-cap U.S. equities, fixed income, and interest rate statements, with coverage extending back two years. The package is available within the Bigdata.com app under @marketnarratives, or via the API for integration into your internal systems and workflows.
A tool to support faster decisions
Market Narratives removes the friction of extracting key facts and context, giving you a clear foundation for deeper analysis or immediate decisions. Explore Market Narratives on Bigdata.com, or integrate it into your research stack as a building block for your next AI-powered workflow.