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From the data desk.

Analyses of alternative data and sentiment from our data science team, built on the same feeds our clients license.

[FEATURED CHART: raw S-Acceleration vs. price, dark theme]
Latest · TradingOct 22, 2025
Tracking shifts in market emotion: the power of raw S-Acceleration [Excerpt pulled from WordPress, two lines]
XS-Factor Feed
Campbell Taylor, Data AnalystRead the research →

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DateCategoryTitleData used
Oct 18, 2025TradingSentiment per account: a new layer of insight in the S-Factor FeedS-Factor · X Oct 15, 2025TradingDaily S-Score analysis: sentiment insights in cryptocurrency marketsS-Factor · Crypto Aug 20, 2025Market intelligenceThe decline of Twitter influencers in financial marketsS-Factor · X Jul 10, 2025InvestingLong-only monthly portfolio with Twitter sentimentS-Factor · Equities Jun 11, 2025InvestingCross-source sentiment: building alpha from news and social mediaS-Factor · Quantitative News May 29, 2025InvestingHow CompuText turns financial filings into instant intelligenceMRF · Filings May 11, 2025Market intelligenceThe edge starts on Twitter: introducing the Emerging Topics Data FeedEmerging Topics · X Mar 27, 2025Market intelligenceNavigate trade turbulence with ThemeXplorerUDT · Filings
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The research team

Built by us, for you.

We source all our data through our proprietary Universal Parser and NLP technology, so we can work with any unstructured data source.

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Zishan CaiVP, Data ScienceLeads the product and research team. M.S. in Financial Engineering, University of Illinois.
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Koburn WeismanVP, ResearchLeads research and client relationships. B.A. in Statistics, Northwestern University.
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Campbell TaylorData AnalystQuantitative research and data science solutions. B.S. in Statistics, The Ohio State University.
[PHOTO, grayscale]
Jack ShoemakerData AnalystProduct development and QA for Machine Readable Filings. B.S., Indiana University.
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David StolzProduct ManagerPartnerships, product and go-to-market. B.S. in Applied Statistics, Purdue University.

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