trends that significantly impact the financial markets. Ms. Schnapp tracks the
cash side of the liquidity equation using dozens of unique and proprietary
real-time and near real-time economic indicators. She is a frequent speaker
in the financial industry; her most recent keynote presentations were at the
National Association for Business Economics (NABE) and the American Association
of Independent Investors (AAII).Before joining TrimTabs Investment Research,
Ms. Schnapp was the Director of Market Research at O'Reilly & Associates,
a leading publisher of technical books. At O'Reilly, Ms. Schnapp began gathering
data on a variety of economic indicators using web spiders to automate the
data gathering process. Using these web spiders to monitor the frequency of
certain technical terms in USENET discussion groups, she correctly forecast
the rising popularity of the Linux operating system. She also used web spiders
to predict the softening of the technical book publishing business and the
bursting of the technology bubble in 2000. Prior to her position at O'Reilly,
Ms. Schnapp was a geophysicist working in the field of earthquake prediction
at the U.S. Geological Survey and Woodward Clyde Consultants. There she analyzed
a variety of indicators such as anomalous earthquake patterns, changes in
the earth's magnetic field, tilt of the earth's surface, and animal behavior,
to predict earthquakes. She now uses the same mathematical and analytical
techniques to analyze and predict market-shaking events rather than earth-shaking
events. Ms. Schnapp has a Bachelor's Degree in Physics/Geophysics from Stanford
University, a Master's Degree in Geophysics from the University of Colorado,
and a Master's Degree in Engineering from the University of California (Berkeley).
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