ORCA was a mobile-optimized
web application
A web application (or web app) is application software that is accessed using a web browser. Web applications are delivered on the World Wide Web to users with an active network connection.
History
In earlier computing models like client-serve ...
used as a component of the "
get out the vote
"Get out the vote" or "getting out the vote" (GOTV) describes efforts aimed at increasing the voter turnout in elections. In countries that do not have or enforce compulsory voting, voter turnout can be low, sometimes even below a third of the ...
" (GOTV) efforts for
Mitt Romney's 2012 presidential campaign. It was intended to enable volunteers in
polling station
A polling place is where voters cast their ballots in elections. The phrase polling station is also used in American English and British English, although polling place is the building s 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
In computing, a denial-of-service attack (DoS attack) is a cyber-attack in which the perpetrator seeks to make a machine or network resource unavailable to its intended users by temporarily or indefinitely disrupting services of a host connect ...
. Frustrated volunteers reported being unable to access ORCA and criticised a lack of prior briefing, misleading instructions and patchy on-the-day support. A Romney aide commented that "
Orca
The orca or killer whale (''Orcinus orca'') is a toothed whale belonging to the oceanic dolphin family, of which it is the largest member. It is the only Extant taxon, extant species in the genus ''Orcinus'' and is recognizable by its black ...
is lying on the beach with a
harpoon
A harpoon is a long spear-like instrument and tool used in fishing, whaling, seal hunting, sealing, and other marine hunting to catch and injure large fish or marine mammals such as seals and whales. It accomplishes this task by impaling the t ...
in it." The system's failings have been attributed by technology writers to a combination of factors including not doing prior quality assurance or beta testing, inadequate documentation and poor design.
The Romney campaign subsequently defended ORCA as a success, though campaign officials admitted that the system "had its challenges". Conservative activists and writers blamed ORCA for depressing Republican turnout on election day. While political scientists have rebutted these claims, suggesting that it probably did not have a decisive effect on the outcome, it may have negatively affected turnout figures. ORCA has been compared unfavorably with a "get out the vote" and data effort from President Obama, including
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. Develo ...
, seen as more robust.
Intended purpose
In the
2008 US presidential election
The 2008 United States presidential election was the 56th quadrennial presidential election, held on Tuesday, November 4, 2008. The Democratic ticket of Barack Obama, the junior senator from Illinois, and Joe Biden, the senior senator from ...
, the
Obama campaign utilized a system called
Houdini
Harry Houdini (, born Erik Weisz; March 24, 1874 – October 31, 1926) was a Hungarian-American escape artist, magic man, and stunt performer, noted for his escape acts. His pseudonym is a reference to his spiritual master, French magician ...
to enable volunteers to report voting data to a national hotline.
While this system encountered problems,
the
2012 Romney campaign's ORCA system aimed to go further by enabling volunteers to report such data to campaign headquarters in real time via their
smartphone
A smartphone is a portable computer device that combines mobile telephone and computing functions into one unit. They are distinguished from feature phones by their stronger hardware capabilities and extensive mobile operating systems, whic ...
s. It was intended to be rolled out to around 37,000 volunteers at polling places in swing states.
Gail Gitcho, the Romney campaign's communications director, told
PBS
The Public Broadcasting Service (PBS) is an American public broadcasting, public broadcaster and Non-commercial activity, non-commercial, Terrestrial television, free-to-air television network based in Arlington, Virginia. PBS is a publicly fu ...
on November 5 that with the deployment of ORCA on election day, the campaign would be able to tell who had voted in which precincts.
She described the system's key function as not being to predict the outcome, but to identify low turnouts in target precincts so that the campaign could take action by contacting missing voters and urging them to go to the polls. Gitcho commented: "The Obama campaign likes to brag about their ground operation, but it's nothing compared to this."
The name ORCA was chosen to reference the Obama
GOTV
GOtv Africa is a pay television terrestrial service in sub-Saharan Africa owned by broadcaster MultiChoice. It mainly consists of African and international programming.
History
The terrestrial TV service was founded in October 2011 by MultiCho ...
system, called
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. Develo ...
; in nature, the
orca
The orca or killer whale (''Orcinus orca'') is a toothed whale belonging to the oceanic dolphin family, of which it is the largest member. It is the only Extant taxon, extant species in the genus ''Orcinus'' and is recognizable by its black ...
or killer whale is the only known non-human predator of
narwhal
The narwhal, also known as a narwhale (''Monodon monoceros''), is a medium-sized toothed whale that possesses a large "tusk" from a protruding canine tooth. It lives year-round in the Arctic waters around Greenland, Canada and Russia. It is o ...
s.
In a training call for Republican volunteers on October 31, they were told: "There's nothing that the Obama data team, there's nothing that the Obama campaign, there's nothing that President Obama himself can do to even come close to what we are putting together here."
According to reports, "The governor
omneyloves seeing data, he loves seeing numbers and he's a very strategic person; he's a very smart man. So he actually loves being inside these war rooms, seeing the data come in and seeing exactly what's going on out there, so we can all put our heads together and say, 'Okay, we need to move resources here. We need to shift resources from here.'"
The campaign's spokeswoman Andrea Saul told the ''
Huffington Post
''HuffPost'' (formerly ''The Huffington Post'' until 2017 and sometimes abbreviated ''HuffPo'') is an American progressive news website, with localized and international editions. The site offers news, satire, blogs, and original content, and ...
'' that ORCA would provide Romney with "an enormous advantage ... By knowing the current results of a state, we can continue to adjust and micro target our get-out-the-vote efforts to ensure a Romney victory."
According to the campaign, ORCA would identify how between 18 and 23 million people had voted on election day, providing "the most accurate ballot projections ever" and ensuring "hyper-accuracy of our supporter targeting as we work to turn them out to the polls."
In a pre-election video, Romney told volunteers: "As part of this task force, you'll be the key link in providing critical, real-time information to me and to the staff so that we can ensure that every last supporter makes it to the polls. With state-of-the-art technology, and an extremely dedicated group of volunteers, our campaign will have an unprecedented advantage on Election Day."
The Obama campaign declined to comment on ORCA but Scott Goodstein, the external online director for the 2008 Obama campaign, questioned whether it would actually make much difference to potential voters who were sitting out the election. He commented, "In a national campaign, what additional things are the headquarters really going to do to move resources? Will an additional auto-call last minute really make a difference in a market like Northeast
Ohio
Ohio () is a state in the Midwestern region of the United States. Of the fifty U.S. states, it is the 34th-largest by area, and with a population of nearly 11.8 million, is the seventh-most populous and tenth-most densely populated. The sta ...
, which has been saturated for three months full of auto-calls?"
Some pro-Democrat bloggers expressed concerns that the system would facilitate voter suppression but the ORCA training material emphasized that Romney volunteers should under no circumstances talk to or confront voters.
Development
The system was initially reported to have been developed by an application consulting firm and Microsoft,
but later reports attributed its development to "an internal 'skunkworks'" comprising "a makeshift team of IT people and volunteers", rather than an outside consultancy, while a number of small consulting companies helped with the implementation of ORCA during election day.
According to campaign insiders, it was kept secret among "a close circle in Boston" and state officials were not informed of how it would operate until only a few days before the election.
Volunteer users of ORCA in Boston were given no hands-on training until the day of the election itself, when the system was turned on at 6 am.
ORCA was conceived by Rich Beeson, the campaign's political director, and Dan Centinello, Romney's director of voter contact.
Centinello served as the political manager of the Orca project.
ORCA spending represented only a small portion of the campaign's overall investment in information technology.
Features and functionality
ORCA was designed to work on a variety of devices, including
iPhones and
iPad
The iPad is a brand of iOS and iPadOS-based tablet computers that are developed by Apple Inc. The iPad was conceived before the related iPhone but the iPhone was developed and released first. Speculation about the development, operating s ...
s,
Android
Android may refer to:
Science and technology
* Android (robot), a humanoid robot or synthetic organism designed to imitate a human
* Android (operating system), Google's mobile operating system
** Bugdroid, a Google mascot sometimes referred to ...
phones and tablets and
BlackBerry
The blackberry is an edible fruit produced by many species in the genus ''Rubus'' in the family Rosaceae, hybrids among these species within the subgenus ''Rubus'', and hybrids between the subgenera ''Rubus'' and ''Idaeobatus''. The taxonomy of ...
phones.
The system was designed to show the names and addresses of every eligible voter in a particular precinct. When the voter had gone through the polling station, a logged-in volunteer would simply slide a bar on their phone screen to note that fact. If there were any problems in the polling station, such as erroneous voting lists, illegal activities or issues with the voting machines, they could press an on-screen yellow button to send an alert to the campaign's lawyers. A
Twitter
Twitter is an online social media and social networking service owned and operated by American company Twitter, Inc., on which users post and interact with 280-character-long messages known as "tweets". Registered users can post, like, and ...
-style instant messenger system would also enable volunteers and the campaign to share information in real time. Those without smartphones were also catered for; the Romney campaign would provide a list of voters to enable volunteers to check off individual names and phone the information into the campaign's headquarters.
The data they gathered would be monitored by 800 volunteers at campaign headquarters on the floor of
TD Garden
TD Garden is a multi-purpose arena in Boston, Massachusetts. It is named after its sponsor, TD Bank, a subsidiary of the Toronto-Dominion Bank of Toronto, Ontario. It opened in 1995 as a replacement for the original Boston Garden and has been k ...
in Boston via a Web-based application; it would be used to coordinate contacts throughout election day to pro-Romney voters who had not shown up at the polls. As a fallback, a voice response system would also be established, to allow mobile phone users to call in information if the online system was not working.
The voice response system was brought in the night before the election, setup on the floor of TD Garden, and went live on election day.
ORCA consisted of 11 back-end
database server
A database server is a server which uses a database application that provides database services to other computer programs or to computers, as defined by the client–server model. Database management systems (DBMSs) frequently provide database- ...
s and a single
web server
A web server is computer software and underlying hardware that accepts requests via HTTP (the network protocol created to distribute web content) or its secure variant HTTPS. A user agent, commonly a web browser or web crawler, initiate ...
and
application server
An application server is a server that hosts applications or software that delivers a business application through a communication protocol.
An application server framework is a service layer model. It includes software components available to a ...
providing the front end. The servers were said to have all been hosted in
Boston
Boston (), officially the City of Boston, is the state capital and most populous city of the Commonwealth of Massachusetts, as well as the cultural and financial center of the New England region of the United States. It is the 24th- mo ...
.
Usage
Throughout election day, volunteers experienced frequent and widespread problems using ORCA,
which crashed periodically.
As volunteers tried to log in, the surge of traffic caused the system to collapse altogether for about an hour and a half, leading to scenes of panic among Romney staffers at the TD Garden. The Romney campaign's digital director, Zac Moffatt, conceded: "The Garden definitely kind of buckled under the strain. The system wasn't ready for the amount of information incoming."
The traffic surge was so great that at one point
Comcast
Comcast Corporation (formerly known as American Cable Systems and Comcast Holdings),Before the AT&T merger in 2001, the parent company was Comcast Holdings Corporation. Comcast Holdings Corporation now refers to a subsidiary of Comcast Corpora ...
, the campaign's Internet Service Provider, shut off its network connection in the belief that it was coming under a
denial of service attack
In computing, a denial-of-service attack (DoS attack) is a cyber-attack in which the perpetrator seeks to make a machine or network resource unavailable to its intended users by temporarily or indefinitely disrupting services of a host connect ...
.
Reporter Erin McPike tweeted that some suspected that the system had been hacked and that Republican sources had confirmed to her that something had gone wrong.
One Romney aide commented that "ORCA is lying on the beach with a harpoon in it."
John Ekdahl Jr., a Romney volunteer and web developer in
Jacksonville, Florida
Jacksonville is a city located on the Atlantic coast of northeast Florida, the most populous city proper in the state and is the largest city by area in the contiguous United States as of 2020. It is the seat of Duval County, with which the ...
, wrote a widely discussed account of his experiences with ORCA. The Romney campaign had sent him a 60-page document listing voters and instructions the day before the election, which he struggled to print, but when he reached his local polling station on election day he was told that he needed a certificate to be allowed to work there. The certification was not mentioned in his documentation and his attempts to reach campaign headquarters got nowhere, causing him to give up by 2 pm. Calling ORCA "an unmitigated disaster," Ekdahl said that he was "hearing almost universal condemnation of the thing. It seemed like the basic coordination between ground ops and overall team was lacking."
Ekdahl also called the training manuals vague and uninformative; ORCA was regularly described as an "app", leading to volunteers looking unsuccessfully for it on the iOS
App Store
An App Store (or app marketplace) is a type of digital distribution platform for computer software called applications, often in a mobile context. Apps provide a specific set of functions which, by definition, do not include the running of the co ...
and
Google Play
Google Play, also known as the Google Play Store and formerly the Android Market, is a digital distribution service operated and developed by Google. It serves as the official app store for certified devices running on the Android (operating sys ...
. In fact, it was a web application, a mobile-enabled website that did not require additional software to use.
The training materials were also riddled with errors such as duplicate checklist items and erroneous responses to frequently asked questions. ORCA exclusively used an
HTTP Secure
Hypertext Transfer Protocol Secure (HTTPS) is an extension of the Hypertext Transfer Protocol (HTTP). It is used for secure communication over a computer network, and is widely used on the Internet. In HTTPS, the communication protocol is enc ...
(HTTPS) connection but its designers had apparently forgotten to redirect those attempting to use the equivalent HTTP address to the HTTPS address. Anyone who incorrectly typed in an address beginning with "www" was unable to reach the system, causing many volunteers to assume that it was down.
Other volunteers reported being unable to get through to technical support and found themselves receiving either a busy signal or a "try again later" message. One volunteer wrote on a Romney campaign message board: "I have called the ORCA helpline. It was supposed to be live at 5 a.m. ... still getting a recording. Com
'sic''">sic.html" ;"title="'sic">'sic''on Boston we can't help Mitt if you won't help us.!!!!!"
Many volunteers could not get their security PINs to work. According to a campaign official in Colorado, "we were called by hundreds (or more) volunteers who couldn't use the app or the backup phone system. The usernames and passwords were wrong, but the reset password tool didn't work, and we couldn't change phone PINs. We were told the problems were limited and asked to project confidence, have people use pencil and paper, and try to submit again later. Then at 6 p.m. they admitted they had issued the wrong PINs to every volunteer in Colorado, and reissued new PINS (which also didn't work)."
In North Carolina, another campaign official said that "the system went down for a half hour during peak voting, but for hundreds or more, it never worked all day... Many members of our phone bank got up and left."
One frustrated volunteer tweeted that it was "a
clusterf**k of biblical proportions."
Impact and post-mortems
Ekdahl described the effect of ORCA as being that "30,000+ of the most active and fired-up volunteers were wandering around confused and frustrated when they could have been doing anything else to help, like driving people to the polls, phone-banking, walking door-to-door, etc."
Campaign workers were left "flying blind", as several put it, unable to identify non-voters or precincts which needed a last-minute robocalling campaign to drive up turnout. The targeted information promised by the campaign did not materialize and only the generic raw vote tallies were available in key areas.
According to the ''Washington Examiner'', by late afternoon on election day ORCA was still predicting a Romney victory with somewhere between 290–300 electoral college votes – nearly 100 more than Romney actually received.
A Romney campaign official told
ABC News
ABC News is the news division of the American broadcast network ABC. Its flagship program is the daily evening newscast ''ABC World News Tonight, ABC World News Tonight with David Muir''; other programs include Breakfast television, morning ...
, which predicted on the eve of the election that Obama would win by a 50%–47% margin,
"Your numbers don't matter to us."
Without accurate information from ORCA, Republican officials instead turned to using public news sources or calling counties for information on the outcome of votes in those areas.
Moffatt acknowledged that "without a doubt, ORCA had its challenges"
but argued that the system had actually worked, despite the reports of problems: "We don't think Orca's problems had a material impact on the campaign, it was not election determinative. We had 30,000 plus volunteers across the country putting information into the system. We had 91 percent of all counties report into the system, 14.3 million voters were accounted for as having voted, and we received 5,397 reports on voting issues, such as instances where they ran out of ballots. The information came in, so you can't say it didn't work. You run into issues because it's so massive in scale."
He noted that the Romney campaign had had only six months to develop its system, whereas Obama had the benefit of six years of preparation.
Another Romney aide told ''National Review's'' Katrina Trinko that in fact ORCA's problems had "no relation to the outcome. We achieved in a large part what we set out to do in the swing states in terms of our electorate. The reality is the President did what he said he was going to do. The Obama campaign said that they were going to increase turnout from 2008, and they were able to do that. And that had nothing to do with a reporting system on Election Day."
Conservative writer Joel B. Pollak suggested that ORCA had ended up suppressing Romney's own vote by tying up campaign volunteers at a critical time. He noted the narrow margin in the key swing states – only some 500,000 to 700,000 votes – and calculated that if each of the 37,000 ORCA volunteers had brought 20 voters to the polls in those states, the gap could have been closed.
Ekdahl saw a "bitter irony" in the fact that "a supposedly small government candidate gutted the local structure of GOTV efforts in favor of a centralized, faceless organization in a far off place (in this case, their Boston headquarters)."
Erick Erickson
Erick Woods Erickson (born June 3, 1975) is a conservative American radio host and blogger. He hosts a three-hour weekday talk show on WSB 95.5 FM and 750 AM in Atlanta, which is syndicated to other radio stations around the U.S. He also write ...
of
RedState
''RedState'' is an American conservative political blog.
Prior to 2017, it organized "RedState gatherings", a summer convention for conservative activists and grassroots political activism which featured many prominent public figures in conserv ...
compared the system to
Shamu
Shamu (unknown – August 16, 1971) was a captive orca that appeared in shows at SeaWorld San Diego in the mid/late 1960s. She was the fourth orca ever captured, and the second female. She was caught in October 1965 and died in August 1971, aft ...
, a 1970s
SeaWorld
SeaWorld is an American theme park chain with headquarters in Orlando, Florida. It is a proprietor of marine mammal parks, oceanariums, animal theme parks, and rehabilitation centers owned by SeaWorld Parks & Entertainment (one park will be ...
orca, "because it bit the leg of the campaign and wouldn't let go." While political scientists doubted that its failure had made much of a difference to the outcome, they suggested that if it had worked properly it could have resulted in a closer election.
Lara Brown
Lara M. Brown is an American political scientist and the director of the Graduate School of Political Management at George Washington University since 2016.
Early life and education
Brown was born and grew up in California. She obtained a BA, ...
of
Villanova University
Villanova University is a Private university, private Catholic church, Roman Catholic research university in Villanova, Pennsylvania. It was founded by the Order of Saint Augustine, Augustinians in 1842 and named after Thomas of Villanova, Sa ...
said that it was likely that ORCA had "had a substantial effect" on the turnout, particularly in rural counties of
Ohio
Ohio () is a state in the Midwestern region of the United States. Of the fifty U.S. states, it is the 34th-largest by area, and with a population of nearly 11.8 million, is the seventh-most populous and tenth-most densely populated. The sta ...
where Romney had underperformed.
The ORCA system had not received extensive
beta testing
Software testing is the act of examining the artifacts and the behavior of the software under test by validation and verification. Software testing can also provide an objective, independent view of the software to allow the business to apprecia ...
before election day, nor did the campaign know how it would interact with the data infrastructure in the TD Garden until the day itself.
Ekdahl said that he had raised concerns about the lack of testing beforehand. He had asked whether it had been stress tested, whether redundancy had been put in place and whether steps had been taken to combat an external attack on the system, but "these types of questions were brushed aside (truth be told, they never took one of my questions). They assured us that the system had been relentlessly tested and would be a tremendous success."
Moffatt admitted that the system had been "beta-tested in a different environment ... There was so much data coming in – 1200 records or more per minute – it shut down the system for a time. Users were frustrated by lag, and some people dropped off and we experienced attrition as a result."
Robert X. Cringely
Robert X. Cringely is the pen name of both technology journalist Mark Stephens and a string of writers for a column in ''InfoWorld'', the one-time weekly computer trade newspaper published by IDG.
InfoWorld
Mark Stephens was the third author t ...
, writing in
InfoWorld
''InfoWorld'' (abbreviated IW) is an information technology media business. Founded in 1978, it began as a monthly magazine. In 2007, it transitioned to a web-only publication. Its parent company today is International Data Group, and its siste ...
, concluded that "everything in the Orca rollout went great, except for a failure to do any quality assurance, proof its documentation, or beta test in the seven months from conception to implementation. Whoever was behind Orca apparently also failed to hire a competent Web designer, anticipate server loads, beef up its bandwidth, or notify its ISP to expect a bump in traffic."
Sean Gallagher of Ars Technica commented that the key failure was the dependency on automated testing rigs, which "can't show what the system's performance will look like to the end user. And whatever testing environment Romney's campaign team and IT consultants used, it wasn't one that mimicked the conditions of Election Day. As a result, Orca's launch on Election Day was essentially a beta test of the software – not something most IT organizations would do in such a high-stakes environment."
''Slate'' writer Sasha Issenberg argued that the problems ran far deeper than ORCA's technical failings, as the Romney campaign had been left behind by the cutting edge of
data science
Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract or extrapolate knowledge and insights from noisy, structured and unstructured data, and apply knowledge from data across a br ...
. He noted that while a system like ORCA could not have changed the demographics, data science did make a great difference to the ability of the two campaigns to target and mobilize their voters. As he put it, "The Democrats have it and the Republicans don't." He suggested that ORCA's ability to affect the outcome had been over-hyped by the Romney campaign, as there was only so much that could be done on election day itself: "On short notice, you can send robocalls, reorder a call list and employ paid phone banks, but you are not radically changing the shape of the electorate. They acted like they had invented the wheel, but really all it would have been was a slightly better tread on the tire."
See also
*
Cambridge Analytica
Cambridge Analytica Ltd (CA), previously known as SCL USA, was a British political consulting firm that came to prominence through the Facebook–Cambridge Analytica data scandal. It was started in 2013, as a subsidiary of the private intelli ...
*
Catalist
Catalist is a for-profit corporation based in Washington, D.C., that operates a voter database and works for progressive causes.
History
Catalist was founded as Data Warehouse, LLC. Catalist's first CEO was Laura Quinn, a former economic policy a ...
*
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 i ...
*
Data dredging
Data dredging (also known as data snooping or ''p''-hacking) is the misuse of data analysis to find patterns in data that can be presented as statistically significant, thus dramatically increasing and understating the risk of false positives. ...
*
Dan Wagner (data scientist)
Dan Wagner served as chief analytics officer on Barack Obama's 2012 election campaign and is the founder of Civis Analytics.
Previous to Civis Analytics, Wagner worked in Chicago under David Axelrod on Obama's reelection campaign. The campaign ...
*
The Groundwork
The Groundwork was a privately held company, privately held technology firm, run by Michael Slaby, that was formed in June 2014. Campaign finance disclosures revealed that Hillary Clinton, Hillary Clinton's presidential campaign was a client of the ...
*
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 ...
*
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, rio ...
*
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 in ...
*
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.
...
*
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. Develo ...
*
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 ...
*
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 ...
*
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 ...
References
{{reflist, 2
External links
A Whale of a Tale: Project ORCA- Mitt Romney campaign information document
Welcome to Project ORCA- instructions from the Mitt Romney campaign
Mitt Romney 2012 presidential campaign
Political campaign techniques
Political campaign technology
Mobile software
Software projects
2012 software
Analytics
Microsoft software