Madeline Schnapp
Director of Macroeconomic Research


Madeline Schnapp is Editor of "TrimTabs Weekly Macro
Analysis" and "TrimTabs Employment NewsFlash". She
is an economist who specializes in identifying emerging


The TrimTabs Team

Charles Biderman...>>
Minyi Chen...>>
Leon Mirochnik, CFA...>>
David Santschi...>>
Madeline Schnapp...>>
Tony Seker...>>


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).