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Project Narwhal
Project Narwhal is the name of a computer program used by the 2012 campaign by Barack Obama. It was contrasted in the Mitt Romney presidential campaign by Project Orca, so named because the orca is one of the few predators of the narwhal. Development Project Narwhal was developed for six-to-seven days a week and 14 hours a day by a staff of very-experienced workers of companies such as Twitter, Google, Facebook, Craigslist, Quora, Orbitz, and Threadless. The intent of the program was to link previously separate repositories of information, enabling all the data gathered about each individual voter was available to all arms of the campaign. In testing Narwhal, the team, in campaign CTO Harper Reed's words, role-played "every possible disaster situation," including three role-plays where all the systems would go down very quickly on election day. These "game day" practices would prepare them for actual disasters when Amazon Web Services went down on October 21, 2012, and Hurricane ...
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Barack Obama Presidential Campaign, 2012
The 2012 presidential campaign of Barack Obama began on April 4, 2011, when Barack Obama, the 44th president of the United States, announced his candidacy for re-election as president On September 5, 2012, he again became the nominee of the Democratic Party for the 2012 presidential election. Along with his running mate, Vice President Joe Biden, Obama was opposed in the general election by former Massachusetts Governor Mitt Romney, along with variousShear, Michael D. (April 4, 2011) minor candidates from other parties. The election took place on Tuesday, November 6, 2012. Obama's campaign headquarters was in Chicago and key members of his successful campaign in 2008, such as Jim Messina and David Axelrod, returned to staff it. On the day of the announcement, the campaign released a promotional video showing supporters of Obama organizing for the re-election effort. As ''The Guardian'' newspaper noted, this was the first US presidential reelection campaign to use Faceb ...
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Contingency Table
In statistics, a contingency table (also known as a cross tabulation or crosstab) is a type of table in a matrix format that displays the (multivariate) frequency distribution of the variables. They are heavily used in survey research, business intelligence, engineering, and scientific research. They provide a basic picture of the interrelation between two variables and can help find interactions between them. The term ''contingency table'' was first used by Karl Pearson in "On the Theory of Contingency and Its Relation to Association and Normal Correlation", part of the ''Drapers' Company Research Memoirs Biometric Series I'' published in 1904. A crucial problem of multivariate statistics is finding the (direct-)dependence structure underlying the variables contained in high-dimensional contingency tables. If some of the conditional independences are revealed, then even the storage of the data can be done in a smarter way (see Lauritzen (2002)). In order to do this one can use ...
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2012 United States Presidential Campaigns
1 (one, unit, unity) is a number representing a single or the only entity. 1 is also a numerical digit and represents a single unit of counting or measurement. For example, a line segment of ''unit length'' is a line segment of length 1. In conventions of sign where zero is considered neither positive nor negative, 1 is the first and smallest positive integer. It is also sometimes considered the first of the infinite sequence of natural numbers, followed by  2, although by other definitions 1 is the second natural number, following  0. The fundamental mathematical property of 1 is to be a multiplicative identity, meaning that any number multiplied by 1 equals the same number. Most if not all properties of 1 can be deduced from this. In advanced mathematics, a multiplicative identity is often denoted 1, even if it is not a number. 1 is by convention not considered a prime number; this was not universally accepted until the mid-20th century. Additionally, 1 is the ...
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Barack Obama
Barack Hussein Obama II ( ; born August 4, 1961) is an American politician who served as the 44th president of the United States from 2009 to 2017. A member of the Democratic Party, Obama was the first African-American president of the United States. He previously served as a U.S. senator from Illinois from 2005 to 2008 and as an Illinois state senator from 1997 to 2004, and previously worked as a civil rights lawyer before entering politics. Obama was born in Honolulu, Hawaii. After graduating from Columbia University in 1983, he worked as a community organizer in Chicago. In 1988, he enrolled in Harvard Law School, where he was the first black president of the '' Harvard Law Review''. After graduating, he became a civil rights attorney and an academic, teaching constitutional law at the University of Chicago Law School from 1992 to 2004. Turning to elective politics, he represented the 13th district in the Illinois Senate from 1997 until 2004, when he ran for the U ...
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Project Houdini
Project Houdini is a computer program used by the 2008 U.S. presidential campaign of Barack Obama. Although it originally had missteps, it has been credited with helping increase Democratic Party turnout over the 2004 election. It has been compared to ORCA, which failed under similar circumstances for the Mitt Romney's 2012 presidential campaign. See also * Cambridge Analytica * Catalist * Contingency table * Data dredging * The Groundwork * Project Narwhal * Psychographic * Predictive Analytics Predictive analytics encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze current and historical facts to make predictions about future or otherwise unknown events. In business ... References Barack Obama 2008 United States presidential campaigns Political campaign techniques Mobile software Software projects 2008 software Analytics {{web-software-stub ...
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Predictive Analytics
Predictive analytics encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze current and historical facts to make predictions about future or otherwise unknown events. In business, predictive models exploit patterns found in historical and transactional data to identify risks and opportunities. Models capture relationships among many factors to allow assessment of risk or potential associated with a particular set of conditions, guiding decision-making for candidate transactions. The defining functional effect of these technical approaches is that predictive analytics provides a predictive score (probability) for each individual (customer, employee, healthcare patient, product SKU, vehicle, component, machine, or other organizational unit) in order to determine, inform, or influence organizational processes that pertain across large numbers of individuals, such as in marketing, credit risk assessment, fraud detecti ...
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Psychographic
Psychographics is a qualitative methodology used to describe traits of humans on psychological attributes. Psychographics have been applied to the study of personality, values, opinions, attitudes, interests, and lifestyles. Two approaches to psychographics include analysis of consumers' activities, interests, and opinions (AIO variables), and values and lifestyles (VALS). Psychographics are applied to the study of cognitive attributes such as attitudes, interests, opinions, and belief, as well as the study of overt behavior (e.g., activities). Psychographic studies of individuals or communities can be valuable in the fields of marketing, demographics, opinion research, prediction, and social research in general. Psychographic attributes can be contrasted with demographic variables (such as age and gender), behavioral variables (such as purchase data or usage rate), and organizational descriptors (sometimes called firmographic variables), such as industry, number of employ ...
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ORCA (computer System)
ORCA was a mobile-optimized web application used as a component of the "get out the vote" (GOTV) efforts for Mitt Romney presidential campaign, 2012, Mitt Romney's 2012 presidential campaign. It was intended to enable volunteers in polling stations around the country to report which voters had turned out, so that "missing" Republican voters and underperforming precincts could be targeted for last-minute efforts to get voters to the polls. According to Romney himself, it would provide an "unprecedented advantage" to the campaign to "ensure that every last supporter makes it to the polls." The system had major technical problems during Election Day that prevented many volunteers from using it. It crashed periodically and at one point was intentionally taken down when a surge of traffic from campaign volunteers was misinterpreted as a denial of service attack. Frustrated volunteers reported being unable to access ORCA and criticised a lack of prior briefing, misleading instructions and ...
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Michael Slaby
Michael Slaby is an American entrepreneur, currently serving as the chief strategist at New York-based nonprofit, Harmony Labs. He previously ran the Chicago-based startup he founded, Timshel, which developed the platform known as The Groundwork. Background Slaby attended Brown University, where he earned an A.B. degree in English literature and Biochemistry. Slaby was the chief technology officer of Obama for America in 2008 campaign. In 2012, he rejoined the campaign as chief integration and innovation officer. When that campaign finished, he began work on social impact organizations that leverage technology to create social movements. Hillary Clinton also used the technologies developed by Slaby and his team in her presidential campaign. Slaby is the former chief technology strategist for TomorrowVentures, which is an angel investment fund for Eric Schmidt. examines disinformation and promoting divisiveness In 2021, Slaby authored a book entitled, ''For All the Peopl ...
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Left-wing Politics
Left-wing politics describes the range of Ideology#Political%20ideologies, political ideologies that support and seek to achieve social equality and egalitarianism, often in opposition to social hierarchy. Left-wing politics typically involve a concern for those in society whom its adherents perceive as disadvantaged relative to others as well as a belief that there are unjustified inequalities that need to be reduced or abolished. Left-wing politics are also associated with popular or state control of major political and economic institutions. According to emeritus professor of economics Barry Clark, left-wing supporters "claim that human development flourishes when individuals engage in cooperative, mutually respectful relations that can thrive only when excessive differences in status, power, and wealth are eliminated." Within the left–right political spectrum, ''Left'' and ''right-wing politics, Right'' were coined during the French Revolution, referring to the seat ...
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Herd Behavior
Herd behavior is the behavior of individuals in a group acting collectively without centralized direction. Herd behavior occurs in animals in herds, packs, bird flocks, fish schools and so on, as well as in humans. Voting, demonstrations, riots, general strikes, sporting events, religious gatherings, everyday decision-making, judgement and opinion-forming, are all forms of human-based herd behavior. Raafat, Chater and Frith proposed an integrated approach to herding, describing two key issues, the mechanisms of transmission of thoughts or behavior between individuals and the patterns of connections between them. They suggested that bringing together diverse theoretical approaches of herding behavior illuminates the applicability of the concept to many domains, ranging from cognitive neuroscience to economics. Animal behavior A group of animals fleeing from a predator shows the nature of herd behavior, for example in 1971, in the oft cited article "Geometry For The Selfish H ...
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Harper Reed
Harper Reed (born March 21, 1978) is an American entrepreneur and former Head of Commerce at Braintree, a subsidiary of PayPal. In 2011, he served as Chief Technology Officer for Barack Obama's 2012 re-election campaign. Besides his claims of technical accomplishments, Reed is known for his punk-rock hair-style. According to ''The Guardian'', Reed's "background in crowd-sourcing and cloud-computing ... gives a significant clue to what the Obama team hoped to achieve in 2012". Early life and education Reed was born in Greeley, Colorado, where he was raised in a home without a television but with an Apple IIC. Reed served as student-council president at Greeley Central High School. Reed graduated from Cornell College in 2001 with degrees in philosophy and computer science. After graduating, Reed was a professional juggler and was part of a juggling protest group called The Jugglers Against Homophobia. Reed is improperly credited in Metallica’s Death Magnetic album with a phot ...
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