Qing Wu, Senior Economic Analyst, Google
His presentation at the 4A's Data Summit on October 16 in NYC. Visit http://datasummit.aaaa.org/ for more info.
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Qing Wu -
1. My Aha Moment of Big Data
Qing Wu, Senior Economics Analyst
October, 2013
2. In 2007 May we saw traffic dipping more than 5%
below our forecast and a code-red was planned.
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Which countries: Across Europe, US but not Asia
Bugs in the system?
Data center problems?
Or…
3. Events and Special Dates?
CELEBRITY DIED
NEW POPE
HOLIDAYS
RECESSION
OSCARS
VALENTINE
HALLOWEEN
WORLDCUP
TERRORIST ATTACK
IPHONE LAUNCH
TSUMAMI
HURRICANE
OLYMPICS
SUPERBOWL
WORLDCUP
EUROCUP
4.
5. Using Google data, external weather data and
statistical models, we were able to verify and
quantity weather’s impact and derive great
consumer insights.
6. Weather’s impact varies greatly by
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Seasons
Workdays vs non-workdays
Devices
Countries
Types of search
7. Benefits for Google
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No more unnecessary panic!
No more arguments on sales quota.
Understand our financial earnings.
Educate our advertisers to act preemptively for
weather.