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Nexus of Digitized and Unified Markets

Rigorous research, comprehensive datasets, and analytical tools advancing the understanding of how technology transforms market dynamics.

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Our newest research explores the intersection of technology and market dynamics, offering insights for practitioners and policymakers alike.

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EssayMarch 2026

What Exactly Is Flow?

This essay examines the concept of flow in financial markets: how investor capital moves, how it is measured, and why it moves prices with outsized force through the demand multiplier mechanism.

RN
Rodney Ndum
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Data & Tools

Open Research Resources

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CSV, JSON

Financial Misconduct Penalty Database

Federal penalties for financial fraud since 2000, with firm-level details and outcome tracking.

Economics of PunishmentComing Soon

Stock Participation & Housing Prices

Local stock market participation data linked with housing price indices across metropolitan areas.

CSVComing Soon

Earnings Call Transcripts

Parsed and structured earnings call transcripts with NLP-ready formatting for sentiment analysis.

CSV, JSONComing Soon