Investor Perceptions of the Relationship of S&P 500 Stocks

This Demonstration shows a graph of investors’ perceptions of how stocks are related, based on information from an online stock forum on Twitter [1]. Each vertex represents a stock. A line joining two vertices means that the two corresponding stocks were mentioned together in the stock forum.
The thickness of a line represents how much higher its occurrence is than pure chance. The size of a vertex represents the frequency of mentions for the stock. The different shapes used for the vertices indicate the industry for the stocks:
The only information used is that which includes both the most frequently mentioned 64 stocks and the most frequently mentioned eight industries.
  • Contributed by: Xuxiang (Peter) Li
  • (NYU Polytechnic Institute, Finance and Risk Engineering Department)



  • [Snapshot]
  • [Snapshot]
  • [Snapshot]


[1] T. O. Sprenger and I. M. Welpe, "Tweets and Peers: Defining Industry Groups and Strategic Peers Based on Investor Perceptions of Stocks on Twitter," Algorithmic Finance, 1(1), 2011 pp. 57–76.
    • Share:

Embed Interactive Demonstration New!

Just copy and paste this snippet of JavaScript code into your website or blog to put the live Demonstration on your site. More details »

Files require Wolfram CDF Player or Mathematica.

Related Curriculum Standards

US Common Core State Standards, Mathematics