Monday, January 7, 2013

How data crunchers won election | Essentials

How data crunchers won election

Akwaaba, Obama
Akwaaba, Obama by Ben Sutherland
License (according to Flickr): Attribution License
Excerpt:

President Obama's campaign manager hired an analytics department five times as large as that of the 2008 operation. Senior Obama campaign data crunchers agreed to describe their cutting-edge efforts with TIME What they revealed was a massive data effort that helped Obama raise $1 billion They remade the process of targeting TV ads and created detailed models of swing-state voters (TIME) -- In late spring, the backroom number crunchers who powered Barack Obama's campaign to victory noticed that George Clooney had an almost gravitational tug on West Coast females ages 40 to 49. The women were far and away the single demographic group most likely to hand over cash, for a chance to dine in Hollywood with Clooney — and Obama.

People:

President Obama

Overall Sentiment: 0.168074

Relevance: 0.896928

Disambiguation: Politician | President | Appointer | AwardWinner | Celebrity | PoliticalAppointer | U.S.Congressperson | USPresident | TVActorReferences:

Messina

Overall Sentiment: 0.1465

Relevance: 0.317779

Sarah Jessica Parker

Overall Sentiment: 0.149964

Relevance: 0.30057

Disambiguation: Actor | MusicalArtist | AwardNominee | AwardWinner | Celebrity | FilmActor | FilmProducer | Hobbyist | TheaterActor | TVActor | TVProducerReferences:

Mitt Romney

Overall Sentiment: 0.0193151

Relevance: 0.284963

Disambiguation: Politician | CompanyFounder | TVActorReferences:

Jim Messina

Overall Sentiment: 0.236425

Relevance: 0.284473

George Clooney

Overall Sentiment: 0.102146

Relevance: 0.282948

Disambiguation: Actor | MusicalArtist | AwardNominee | AwardWinner | Celebrity | FilmActor | FilmDirector | FilmProducer | TVActor | TVPersonality | TVProducer | FilmWriterReferences:

Ben LaBolt

Overall Sentiment: 0

Relevance: 0.245678

SentimentQuote
0"They are our nuclear codes," campaign spokesman Ben LaBolt would say ...
Sentiment Stats:
  • Number of Quotes: 1
  • Aggregate Sentiment: 0
  • Mean: 0
  • Standard Deviation: 1.4142135623731

Joe Biden

Overall Sentiment: 0.160147

Relevance: 0.232601

Disambiguation: Politician | Celebrity | CompanyFounder | FootballPlayer | OperaCharacter | PoliticalAppointer | U.S.Congressperson | USVicePresidentReferences:

Rayid Ghani

Overall Sentiment: -0.0288634

Relevance: 0.232447

Key:

  • Aggregate Sentiment is meant to be an indicator of an individual's overall sentiment.
  • The Mean is meant to be an indicator of an individual's average comment sentiment.
  • The Standard Deviation, when there are enough quotes, will indicate an individual's consistency of sentiment (i.e. a Standard Deviation of 0 would mean they were very consistent in their sentiment and 1 would mean they were very inconsistent).

Note that quote stats are likely to be meaningless beyond the aggregate score due to the tiny sample size. However, they are always provided just in case you find something useful there.

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