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About the Dataset

  • Introducing collective intelligence as part of the inaugural, contributing factors to the Nasdaq Analytics Hub. The Analytics Hub combines third-party and Nasdaq datasets with our machine intelligence engine, creating new and unique market signals. All third-party data partners must pass a rigorous Nasdaq vetting process, including survivor-bias-free back-testing—confirming the validity and effectiveness of the data.
  • Investor sentiment, before it’s factored into the market—proven to outperform the market:
    • Low Correlation to other signals including other sentiment signals that process Twitter
    • Derived from 70MM+ opinions from retail investors
    • History: 2007 onwards
    • Ticker universe of ~2,500
    • Daily data feed product, SFTP delivery
    • Additional Nasdaq machine learning derived value-added data and analytics fields
  • Sentiment signals provided by PredictWallStreet. For over a decade, PredictWallStreet has been harnessing the collective intelligence of online investors to gain an edge in the market.

Alternative Datasets

Back-tested results demonstrate signals from the Hub outperformed their benchmarks over multi-year periods:

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