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YouGov

Company

Runs online opinion polls on a variety of issues internationally. They have pools of people that they ask survey questions, and also pull in data from social media and other sources to help brands understand their image. They are starting to get into the audience segmentation business too. YouGov is quite large and has acquired a number of related companies.
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comScore

Company

Audience measurement and analysis company. comScore asks people to install monitoring software on their computer in exchange for various benefits. This software records their browsing activity and comScore sells this to marketing companies and campaigns. comScore also collects data from other sources, including TV audience measurement and surveys. They are a huge company, with offices in nearly two dozen countries.
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Facebook

Company

Facebook allows targeting of advertisements based on interests, behaviors, location, and demographics. It also allows targeting groups like website visitors, app users, and audiences that look like existing audiences. It also provides a list of companies who can assist with advertising on Facebook. including data brokers who can augment custom audience lists. Additionally, data is available via the API and some app developers collect data from users via their apps, as Global Science Research did (and then sold it to Cambridge Analytica). Similar services are also offered on Instagram.
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Twitter

Company

Twitter is a social media website that also sells data and advertisements. Companies and researchers can buy data from particular accounts, coming from certain geographic areas, or about certain topics. Continuous access to various quantities of data can be purchased, or historical data can be purchased one time. A subset of this data is available for free via Twitter's API.<br />Twitter allows companies to target advertisements based on lists of accounts/emails/phone numbers, audiences like known customers or followers of other accounts, website visitors or app users, search queries, interests, devices, geographic area, purchasing behaviors (based on data from data brokers), language, or gender. Users are then shown advertisements, usually in the form of tweets, and advertisers pay based on the number of impressions, clicks, engagements, followers, etc. Twitter operates its advertisement program and sells data in most countries.

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