Not exact matches
That information should have remained with Kogan, but he instead gave it to Cambridge Analytica, an analytics firm best known
for its work on the Donald Trump campaign, which used it to build
profiles on potential
voters for GOP candidates.
Cambridge Analytica has denied Facebook data was used to help to build
profiles on American
voters and build support
for Donald Trump in the 2016 US presidential election.
Cambridge's website describes using the company's «unique data - rich
voter file» to build high - tech
profiles for all North Carolina
voters that were used to increase turnout and help Tillis unseat Democratic Sen. Kay Hagan.
But the exposed database combined people's personal information and political inclinations — including proprietary information gathered via predictive modeling tools — to create a detailed
profile of nearly 200 million Americans that would be a «gold mine»
for anyone looking to target and manipulate
voters, said Archie Agarwal, the founder of the cybersecurity firm ThreatModeler.
Cambridge Analytica, which rose to prominence through its work with Mr. Trump's 2016 election campaign, has found itself confronting a deepening crisis since reports this past weekend in The New York Times and The Observer of London that the firm had harvested the data from more than 50 million Facebook
profiles in its bid to develop techniques
for predicting the behavior of individual American
voters.
Cambridge Analytica specializes in what's called «psychographic»
profiling, meaning they use data collected online to create personality
profiles for voters.
«We are producing ads specifically designed
for voters of a certain personality and demographic
profile.
Cambridge Analytica specializes in what's called «psychographic»
profiling, meaning it uses data collected online to create personality
profiles for voters.
That information was eventually paid
for by Cambridge Analytica, the
voter profiling company that worked with the Trump campaign.
The project is detailed in the contract as a seven step process — with Kogan's company, GSR, generating an initial seed sample (though it does not specify how large this is here) using «online panels»; analyzing this seed training data using its own «psychometric inventories» to try to determine personality categories; the next step is Kogan's personality quiz app being deployed on Facebook to gather the full dataset from respondents and also to scrape a subset of data from their Facebook friends (here it notes: «upon consent of the respondent, the GS Technology scrapes and retains the respondent's Facebook
profile and a quantity of data on that respondent's Facebook friends»); step 4 involves the psychometric data from the seed sample, plus the Facebook
profile data and friend data all being run through proprietary modeling algorithms — which the contract specifies are based on using Facebook likes to predict personality scores, with the stated aim of predicting the «psychological, dispositional and / or attitudinal facets of each Facebook record»; this then generates a series of scores per Facebook
profile; step 6 is to match these psychometrically scored
profiles with
voter record data held by SCL — with the goal of matching (and thus scoring) at least 2M
voter records
for targeting
voters across the 11 states; the final step is
for matched records to be returned to SCL, which would then be in a position to craft messages to
voters based on their modeled psychometric scores.
More details have emerged about how Facebook data on millions of US
voters was handled after it was obtained in 2014 by UK political consultancy Cambridge Analytica
for building psychographic
profiles
In the event, Chmieliauskas» suggestion to clone Kosinski's app led to CA's data licensing relationship with Kogan, whose own personality test app — thisisyourdigitallife — was built bespoke
for its project and successfully used to harvest data on 50M + Facebook users so CA could, in turn, build psychological
profiles on millions of American
voters.
The data was acquired and processed by Cambridge University professor Aleksandr Kogan whose personality quiz app, running on Facebook's platform in 2014, was able to harvest personal data on tens of millions of users (a subset of which Kogan turned into psychological
profiles for CA to use
for targeting political messaging at US
voters).
Cambridge's website says the company's «unique data - rich
voter file» was used to build high - tech
profiles for all North Carolina
voters and increase turnout, helping Tillis unseat Democratic Sen. Kay Hagan.
CA, which has touted its ability to create personality
profiles of
voters for ad targeting purposes, was hired to run data operations
for the Trump campaign.
Kogan's app also provided access to «more limited information about friends who had their privacy settings set to allow it,» Grewal wrote — aka friends of friends — which allowed Cambridge to build
profiles for millions of potential
voters.
They used it to build
profiles on potential
voters for use in political campaigns.
But creating
voter profiles is expensive, so Cambridge turned to Kogan and his Facebook app
for data collection.
That's the question many Americans are asking after revelations that a data - mining firm working
for the Trump campaign improperly got its hands on the personal information of tens of millions of Facebook users and created detailed
profiles that were used to target unsuspecting
voters in the presidential election.
In the wake of the Cambridge Analytica scandal, in which data from over 50 million Facebook
profiles was secretly scraped and mined
for voter insights, many Facebook users have decided to delete their accounts — but untangling yourself from a site
Reports that Facebook harvested and abused users» data
for political purposes emerged Friday, as the company's former partnership with the
voter -
profiling company Cambridge Analytica was exposed.
Cambridge Analytica specializes in using online data to create
voter personality
profiles in order to target users with political messages and ran data operations
for Donald Trump's presidential campaign.
Cambridge Analytica, a firm that specializes in using online data to create
voter personality
profiles in order to target users with political messages, ran data operations
for Donald Trump's presidential campaign.
Combined with other data, Cambridge Analytica hoped to
profile the entire American electorate — something it already had done in other countries — and determine what pitches would work best
for each individual
voter.
Kogan later passed this information on to
voter -
profiling firm Cambridge Analytica, which claimed (but now denies) that it used the data to craft political ads
for President Trump's 2016 election.
Also note that companies like Catalist and NGPVAN don't just sell the
voter file; they typically add additional data,
for instance by cross-referencing
voter information with consumer databases to build up demographic
profiles of individual citizens.
And that's before accounting
for some of the factors that the model doesn't consider: the disagreement in the polls, the unusual nature of Trump's candidacy and the demographic changes it is producing, Clinton's superior turnout operation, the possibility of «shy Trump»
voters, the fact that the news cycle is still somewhat fluid headed into the final weekend, the declining response rates to polls, and the substantial number of high -
profile polling misses around the world over the past few years.
Washington Post online politics reporter Jose Antonio Vargas wrote over the weekend on the Obama campaign's use of niche social networking sites
for voter outreach: And as of Friday, he's the first candidate to have
profiles on BlackPlanet.com and MiGente.com, popular soc - nets in the...
We only had a few minutes to talk, but we got to cover a little bit about how campaigns build target
profiles to reach individual
voters with messages tailored
for them — at least in theory.
«Imagine,
for example, tailored advertisements created
for individual «swing
voters» (selected automatically through
profiling), pointing out a party's positive steps in the policy areas that are most likely to interest them (also selected automatically), omitting those areas where party policy doesn't fit, and couching it in a language appropriate to the individual's ethnic, educational, cultural and linguistic background, illustrated with a few appropriate news TV clips, and playing background music exactly to the individual's taste and voiced over by an actor that
profiling reveals that individual likes?
Imagine,
for instance, a typical
voter profile: in this case, imagine a young female independent who has voted in a given set of elections and lives in a middle class neighborhood.
The main
profile change
for the Liberal Democrats is with their
voter base.
I think
voter anger coupled with something high -
profile... there's too much happening
for it not to have an effect on the system.»
The Labour leader has won many plaudits
for her performances in the Holyrood chamber, particularly during first minister's questions, but also needs to continue to increase her
profile among
voters.
Only nine percent of eligible
voters participated in the high -
profile 2013 Democratic primary
for Nassau County executive, when former County Executive Thomas Suozzi was seeking to reclaim his old job.
Cambridge Analytica, which rose to prominence through its work with Mr. Trump's 2016 election campaign, has found itself confronting a deepening crisis since reports this past weekend in The New York Times and The Observer of London that the firm had harvested the data from more than 50 million Facebook
profiles in its bid to develop techniques
for predicting the behavior of individual American
voters.
Early bellwethers
for 2018 last week included high -
profile races in Westchester and Nassau counties that saw
voters elect Democratic candidates who promised to stamp out corruption (It didn't hurt that Nassau's county executive had been indicted on federal corruption charges.)
Ventura's candidacy was fueled by
voters» distaste
for the two major - party nominees — Coleman and state Attorney General Hubert «Skip» Humphrey (D)-- and his inclusion in the high -
profile gubernatorial debates.
Fidler already has high name recognition and a good reputation in the district, and there's not much time
for Storobin to raise his
profile, which will be critically important in a special election where
voters are paying even less attention to a state Senate race than in November.
Combined with other data, Cambridge Analytica hoped to
profile the entire American electorate — something it already had done in other countries — and determine what pitches would work best
for each individual
voter.
Part of the work that Cambridge Analytica performed
for Bolton's super PAC was psychographic
voter targeting, which the company claimed could
profile voters on the basis of certain characteristics.
Part of the work the firm performed
for Bolton's super PAC was psychographic
voter targeting that it claimed could
profile voters based on certain characteristics.
Probably the highest
profile mayoral race is in New York City, but
voters will also be choosing candidates
for mayor in Buffalo, Rochester, Albany, Watertown and Syracuse.
The AG battle is going to be the highest -
profile game in town
for the September primary, and that's probably not going to serve as much of a draw
for voters.
In the wake of the Cambridge Analytica scandal, in which data from over 50 million Facebook
profiles was secretly scraped and mined
for voter insights, many Facebook users have decided to delete their accounts — but untangling yourself from a site like Facebook is not as easy as pressing «delete.»
Election victories in New York by President Obama, Senator Kirsten Gillibrand, U.S. Representatives Bill Owens & Louise Slaughter, House candidates Sean Patrick Maloney and Dan Maffei and five high -
profile State Senate candidates sent a clear message this week that New York
voters want to stop special deals
for the wealthy, invest
for the future and protect important programs like Social Security, Medicare and Medicaid from harsh cuts.
Without television ads, mail is still a crucial way
for campaigns to reach
voters in low
profile races.
On the macro level, the high
profile nature of the charges against Rangel and his spirited defense create a potential hypocrisy problem
for House Democrats in the eyes of
voters.
Guild
voters will also receive screeners
for «Joy» and «The Revenant,» their studio reps say, leaving «The Hateful Eight,» Tarantino's claustrophobic post-Civil War western, as the only high -
profile contender on the bubble.
Consider those numbers alongside a sub-40 %
voter turn - out and you arguably have an election
profile where most people are only motivated to vote
for those they know.