Big Data for Market Surveillance

Big data analytics have bolstered the market surveillance and assessment capabilities of the SEC. Topic modeling and other cluster analysis techniques are used to produce groups of “like” documents and disclosures that identify both common and outlier behaviors among market participants.

• Use cases, geography and tags
• Organizations that created, adopted or are mentioned
• Ecosystem position
• Link to the original asset
• Comments and reactions