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Data & Technology
Fixed Income & Data Services/Data & Analytics/Market signals and sentiment

Market signals and sentiment

With the rapid growth of user-generated content platforms and markets, combined with ICE’s proprietary data and application of AI – a new generation of financial market data, signals and insight is now available through ICE. As a specialist in diverse, unstructured and complex datasets, ICE is at the forefront with transformative data and analytics that integrates traditional inputs along with sentiment from Reddit, Dow Jones news and soon, Polymarket.​

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The next generation of market signals and insight​

Fixed Income Monthly Report — November 2025​

Chris Edmonds, President, Fixed Income & Data Services, ICE​

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Innovation at our core​


ICE’s position as a leading global provider of financial technology and data has been built through transformative innovations such as market electronification and the focused application of technology – including AI, data and expertise to solve for customer workflows and needs. We’re proven specialists in converting complex and unstructured datasets into actionable insights with numerous examples that include evaluated pricing for thinly traded bonds, quantifying climate risk, and a patent-pending anonymization screen for MBS data. We are now extending this capability to sentiment analytics.​

AI accelerating insights​

AI is helping to improve the quality and coverage of ICE's data and analytics. In reference data we're boosting the timeliness of incorporating new issuance into our systems by using AI to process and validate documents from hundreds of sources. The quality of our evaluations is being improved by combining live data and correlations across instruments, with AI helping us identify patterns in pre and post trade analytics. We’re also utilizing AI with our sentiment indictor datasets including Reddit, Dow Jones and soon, Polymarket.

Our AI strategy applies three core strengths:

Deep operational and complex workflow expertise​
Highly differentiated proprietary data — which we believe will only grow in value​
Powerful network effects of our platform​

Reddit signals and sentiment

In early 2025 ICE and Reddit announced a new collaboration to create and distribute data products for capital markets. Since then we have worked with Reddit and a range of firms to develop solutions for clients to help identify opportunities, improve trade surveillance and more. Reddit’s unique content, communities and conversations, combined with ICE's proprietary data, infrastructure, technology and expertise offers a powerful new proposition.

The solution

ICE turns unstructured conversations, posts and mentions from thousands of subreddit communities into structured market signals and sentiment for capital market participants. We identify entities and structure information using established ICE identifiers to help banks, asset managers, wealth managers and more enhance their trading strategies.

  • Live data feed – Normalized and anonymized conversations.
  • Five-year history for trend analysis and back-testing.
  • Knowledge graph – See entity relationships and thematic trends.

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Reddit Official Data Partner

Polymarket prediction market signals​

ICE will provide an enhanced data feed derived from decentralized trading on real-world event outcomes on Polymarket. This prediction market data can enhance investment research, risk modelling, scenario analysis, and portfolio construction by surfacing leading indicators and uncorrelated signals ahead of traditional market movements.

Polymarket captures diverse, global sentiment through blockchain-based markets covering political events, economic indicators, technology developments, and cultural trends. Polymarket’s decentralized structure aggregates perspectives from worldwide participants, creating a unique dataset that reveals market expectations and latent variables often not captured by traditional financial instruments.​

All trades and resolutions are recorded on-chain, providing verifiable, timestamped records that ensure data integrity and auditability. The platform's transparent pricing mechanism transforms collective intelligence into quantifiable probability assessments, offering financial institutions a window into crowd-sourced forecasting and alternative sentiment indicators.

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People on devices

Dow Jones news sentiment​

Access premium news, data and insights from Dow Jones Newswires including content from The Wall Street Journal, Barron’s, MarketWatch and Investor’s Business Daily – available via the ICE desktop platform ICE Connect, via the consolidated data feed, history or API. Sentiment values denote stories as positive, negative or neutral.​

Access and delivery


A range of data delivery options to suit your workflow.

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ICE Consolidated Feed​
ICE Consolidated Feed​

Low-latency, streaming data feeds from over 600 global data sources to power your trading, risk management and desktop applications​.

ICE Consolidated History​
ICE Consolidated History​

Access up to 30 years of pricing data from over 600 global data sources, scheduled or on-demand to cloud or SFTP endpoints​.

API and File access​
API and File access​

API and file-based delivery, scheduled or on-demand. Pre-defined formats with customizable field selection.

Desktop solutions​
Desktop solutions​

Access data via ICE platforms with trading, messaging, analytics and order management capabilities​.

Important Disclosures

Trading and execution services are offered through ICE Bonds Securities Corporation or ICE Bonds, member FINRA, MSRB and SIPC. The information found herein, has been prepared solely for informational purposes and should not be considered investment advice, is neither an offer to sell nor a solicitation of an offer to buy any financial product(s), is intended for institutional customers only and is not intended for retail customer use. ICE Bonds offers extended hours trading on ICE BondPoint. Before engaging in extended hours trading, you should consider the points contained in ICE Bonds’ Extended Hours Trading Risk Disclosure, which can be found here.

Fixed income evaluations, continuous evaluated pricing, end-of-day evaluations, evaluated curves, model-based curves, market sentiment scores, Size-Adjusted Pricing, and Fair Value Information Services related to securities are provided in the US through ICE Data Pricing & Reference Data, LLC and internationally through ICE Data Services entities in Europe and Asia Pacific. ICE Data Pricing & Reference Data, LLC is a registered investment adviser with the US Securities and Exchange Commission. Additional information about ICE Data Pricing & Reference Data, LLC is available on the SEC's website at adviserinfo.sec.gov. A copy of ICE Data Pricing & Reference Data, LLC ’s Form ADV is available here or upon request.

Have a question?

Contact us with any questions about ICE market signals and sentiment​.