In Sen. Barack Obama's Iowa headquarters, young staff members sit at computers, analyzing
online voter data and targeting potential backers.
Not exact matches
Forget kissing babies: Success on the trail is more about big
data,
online advertising, and ferreting out undecided
voters by following a digital trail.
Cambridge Analytica specializes in what's called «psychographic» profiling, meaning they use
data collected
online to create personality profiles for
voters.
In doing this we used a suite of models produced by the
data science team, which outlined profiles such as undecided
voters or inactive supporters, and matched these audiences to
online cookies, mobile devices, and social IDs.
Cambridge Analytica specializes in what's called «psychographic» profiling, meaning it uses
data collected
online to create personality profiles for
voters.
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.
In a later section, on demographic distribution analysis, the contract mentions the possibility for additional «targeted
data collection procedures through multiple platforms» to be used — even including «brief phone scripts with single - trait questions» — in order to correct any skews that might be found once the Facebook
data is matched with
voter databases in each state, (and assuming any «
data gaps» could not be «filled in from targeted
online samples», as it also puts it).
The consultancy is accused of using
online data to create
voter personality profiles to target users with personalized political advertisements.
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.
The trove of documents shared publicly by the company's former research director, Christopher Wylie, illustrates that granular personal
data on each of us can be used to create precise messages to any individual
voter, then delivered to us through the
online ecosystem over Facebook, Instagram, Google, Twitter and other free services.
It uses such
data to target
voters with hyper - specific appeals, including on Facebook and other
online services, that go well beyond traditional messaging based on party affiliation alone.
The technique might have been expected to over-represent liberal or left wing parties because of the prevalence of young, urban
voters online, but it appears the use of search
data, as opposed to social media, may have limited the impact of demographic imbalances
online.
Most digital political professionals will think of
voter file / cookie - targeting or IP - targeted
online ads when the word «addressable» comes up, but more and more cable and satellite TV providers can now direct ads at specific households based on demographic or
voter data.
Specifically, digital staffing: every serious presidential campaign will need at least a digital director, and savvy ones will be building out their internal capacity to analyze
voter data, perform analytics on their own outreach work, oversee their
online advertising,
data - optimize their TV buying and much more.
This year, Hillary Clinton's team raised hundreds of millions of dollars
online, built a massive
data and human infrastructure to turn out their
voters, invested their money in targeted TV advertising, created opportunities for volunteers to work in their own social circles on behalf of the candidate — all pieces Obama had shown should work.
Meanwhile, we've seen Hillary Clinton build a modern digital campaign determined to marry
data and direct outreach to wring every bit of advantage out of each
online (and offline) encounter with a
voter.
Here's one angle of the Brown campaign that hasn't gotten much attention: Brown's folks used free Google
online tools to help organize grassroots
voter outreach and to collect field
data.
The ProtectMarriage.com coalition used the Web to fuel fundraising, volunteerism, and
voter persuasion, and two tactics in particular may have given them an edge:
online ads targeted using
voter file
data, and a last - minute get - out - the - vote ad blitz.
So you'll also be asked to enter
data into VoteBuilder, the Democratic Party's digital
voter file, whether you have a smart phone to keep in touch with the campaign, to do distributed phone banking from home via an
online integrated platform, and to lend
data and profile updates from your social networking profiles (Facebook, Twitter, etc) to the campaign.
Meanwhile, early canvassing combined with
online data mining to give Obama's staff an unprecedented amount of knowledge about the
voters they needed to reach and the messages that might sway them.
Online advertising (if targeted correctly) would let them hit the right
voters with the right messages through cost - effective channels, for instance, and it would also generate
data (click rates, conversion rates, etc.) that would help the groups evaluate how well their messaging works with different demographics.
Direct mail mavens have been using
voter files and consumer databases to target messaging and fundraising appeals for decades and
data - targeting
online ads is a natural extension of that mindset and skillset.
Whereas if you let people vote
online, that puts more responsibility in terms of
data security into the hands of the
voter (which might be perceived as positive), but knowledge about how votes will be counted or how you would go about verifying that the voting process was not corrupted, requires more than just basic computer knowledge.
But nearly all types of
voter overwhelmingly picked Jeremy Corbyn in the
online survey for Election
Data, which asked 1,019 Labour backers how they had actually voted.
Analysis of ethnic minority
voters on the YouGov panel suggests that the degree of Conservative support among ethnic minority
voters, and the shift away from Labour and towards the Conservatives, may not be as large as Survation
online data suggests.
Why, after British journalists exposed in 2015 that the presidential campaign of Sen. Ted Cruz targeted
voters online using the resulting 40 million - plus psychological profiles — acquired by the firm Cambridge Analytica, backed by megadonor Robert Mercer — Facebook did not follow through on a pledge to ensure the
data destroyed.
During that hearing, Gonzalez said it was too expensive to collect
data on
voters» problems and refused to post copies of ballots
online to avoid confusion at the polls, Quinn said.
The
data necessary to answer myriad questions — about, say, the correlations between the industrial use of certain chemicals and incidents of disease, or between patterns of news coverage and
voter - poll results — may all be
online.
The app collected psychological test
data from Facebook users and their friends and shared the information with Cambridge Analytica, allowing the firm to deliver pro-Trump messaging to potential
voters online.
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.
And now, thanks to a whistleblower and two stunning reports in the Observer and the New York Times, we know that one of those developers siphoned
data on more than 50 million Facebook users and shared them with the Trump campaign's
voter targeting firm, Cambridge Analytica — a company that has bragged it has psychological profiles on 230 million American
voters, which it uses to target people
online with emotionally precise digital messaging to influence elections.
Originally funded by Robert Mercer, the conservative political donor and former co-chief executive officer of Renaissance Technologies, Cambridge uses
data to reach
voters with hyper - targeted messaging, including on Facebook and other
online services.
On this week's If Then, Slate's April Glaser and Will Oremus dissect the latest fallout from the Facebook Cambridge Analytica scandal, wherein the profile
data of more than 50 million Facebook users was obtained and allegedly used by Donald Trump's
online voter - targeting firm.
While the Republican National Committee provided the campaign's core
voter data, those officials said, Cambridge provided personnel to the campaign and helped develop target lists for digital advertising and
online fund - raising, among other tasks.
The firm uses
data to reach
voters with hyper - targeted messaging, including on Facebook and other
online services.
Why this matters: Cambridge Analytica, which the Washington Post describes as «specializing in using
online data to create
voter personality profiles,» was used by the Trump campaign during his run to the White House in 2016.
Over the weekend, the New York Times and The Observer of London posted a blockbuster investigative piece revealing that Cambridge Analytica, the firm brought on by the Trump campaign to target
voters online, used the
data of tens of millions of people obtained from Facebook without proper disclosures or permission.
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.
In a later section, on demographic distribution analysis, the contract mentions the possibility for additional «targeted
data collection procedures through multiple platforms» to be used — even including «brief phone scripts with single - trait questions» — in order to correct any skews that might be found once the Facebook
data is matched with
voter databases in each state, (and assuming any «
data gaps» could not be «filled in from targeted
online samples», as it also puts it).
Cambridge Analytica, a firm specializing in using
online data to create
voter personality profiles in order to target them with political messages, ran
data operations for Donald Trump's presidential campaign.
Republican National Committee Contractor's
Data for More Than 198 Million
VOters Exposed
Online Snopes - June 20, 2017
Over the weekend, the New York Times and The Observer of London posted a blockbuster investigative piece revealing that Cambridge Analytica, the firm brought on by the Trump campaign to target
voters online, used the
data of tens of millions of people obtained from Facebook without proper disclosures...