Page Metadata
Analytics Hub

Twitter Sentiment

Unstructured social content, transformed into actionable social sentiment and market indicators.

About the Dataset

  • Introducing social sentiment 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.
  • This dataset includes:
    • Daily Directional Indicators (DDIs): daily sentiment indicator to forecast market movement between open and close;
    • Sentiment derived in real time from full access to Twitter feeds + other social media platforms
    • Ticker Universe: 1,526 names including 1,515 single stock tickers from the Russell 3000 universe, and 11 exchange-traded funds (ETFs)
    • Historical data from 2013-onwards
    • DDIs are available as a select ticker group or complete universe
    • Daily data feed product, SFTP delivery
    • Additional Nasdaq machine learning, derived value-added data and analytics fields
  • Raw data provided by iSentium. iSentium's patented natural language technology and artificial intelligence, powered by extreme speed computing, process massive volume and delivers real-time wisdom of the crowd.

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