New analysis reveals 5 distinct types of Russian trolls
About 3 million tweets from Russian trolls have been published in an effort to illuminate how foreign agents have been disrupting political discourse in the U.S.
About three million tweets from Russian trolls have been published in an effort to illuminate how foreign agents have been disrupting political discourse in the U.S.
Using social media tracking software, Clemson University researchers Darren Linvill and Patrick Warren collected 2,973,371 tweets from 2,848 Twitter handles traced back to the Internet Research Agency (IRA), an infamous Russian troll factory. The tweets date back from February 2012 to May 2018.
Working with the data-based news outlet FiveThirtyEight, the researchers uploaded the dataset to GitHub where curious parties can investigate it for themselves.
“If you use this data and find anything interesting, please let us know. Send your projects to firstname.lastname@example.org or @ollie,” the GitHub post reads.
In a working paper, Linvill and Warren ran qualitative and quantitative analyses on many of the tweets in an attempt to see if the trolls could be categorized into different types based on their online behavior. The authors wrote:
“We identified five categories of IRA-associated Twitter handles, each with unique patterns of behaviors: Right Troll, Left Troll, News Feed, Hashtag Gamer, and Fearmonger. With the exception of the Fearmonger category, handles were consistent and did not switch between categories.”
The five types:
- Right Troll: These Trump-supporting trolls voiced right-leaning, populist messages, but “rarely broadcast traditionally important Republican themes, such as taxes, abortion, and regulation, but often sent divisive messages about mainstream and moderate Republicans…They routinely denigrated the Democratic Party, e.g. @LeroyLovesUSA, January 20, 2017, “#ThanksObama We're FINALLY evicting Obama. Now Donald Trump will bring back jobs for the lazy ass Obamacare recipients,” the authors wrote.
- Left Troll: These trolls mainly supported Bernie Sanders, derided mainstream Democrats, and focused heavily on racial identity, in addition to sexual and religious identity. The tweets were “clearly trying to divide the Democratic Party and lower voter turnout,” the authors told FiveThirtyEight.
- News Feed: A bit more mysterious, news feed trolls mostly posed as local news aggregators who linked to legitimate news sources. Some, however, “tweeted about global issues, often with a pro-Russia perspective.”
- Hashtag Gamer: Gamer trolls used hashtag games—a popular call/response form of tweeting—to drum up interaction from other users. Some tweets were benign, but many “were overtly political, e.g. @LoraGreeen, July 11, 2015, “#WasteAMillionIn3Words Donate to #Hillary.”
- Fearmonger: These trolls, who were least prevalent in the dataset, spread completely fake news stories, for instance “that salmonella-contaminated turkeys were produced by Koch Foods, a U.S. poultry producer, near the 2015 Thanksgiving holiday.”
The IRA’s precise goal in trolling U.S. political discourse remains unclear, but the evidence strongly suggests part of its mission was to divide Americans along political and sociocultural lines, and to sow discord within the two major political parties.
“They are all about disruption,” a former official briefed on the intelligence told the Washington Post. “They want a distracted United States that can’t counter Vladimir Putin’s ambitions.”
The researchers highlighted the fact that Russian trolls are still stoking the flames of America’s cultural disarray.
“There were more tweets in the year after the election than there were in the year before the election,” Warren told FiveThirtyEight. “I want to shout this from the rooftops. This is not just an election thing. It’s a continuing intervention in the political conversation in America.”
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It's one of the most consistent patterns in the unviverse. What causes it?
- Spinning discs are everywhere – just look at our solar system, the rings of Saturn, and all the spiral galaxies in the universe.
- Spinning discs are the result of two things: The force of gravity and a phenomenon in physics called the conservation of angular momentum.
- Gravity brings matter together; the closer the matter gets, the more it accelerates – much like an ice skater who spins faster and faster the closer their arms get to their body. Then, this spinning cloud collapses due to up and down and diagonal collisions that cancel each other out until the only motion they have in common is the spin – and voila: A flat disc.
It turns out, that tattoo ink can travel throughout your body and settle in lymph nodes.
In the slightly macabre experiment to find out where tattoo ink travels to in the body, French and German researchers recently used synchrotron X-ray fluorescence in four "inked" human cadavers — as well as one without. The results of their 2017 study? Some of the tattoo ink apparently settled in lymph nodes.
Image from the study.
As the authors explain in the study — they hail from Ludwig Maximilian University of Munich, the European Synchrotron Radiation Facility, and the German Federal Institute for Risk Assessment — it would have been unethical to test this on live animals since those creatures would not be able to give permission to be tattooed.
Because of the prevalence of tattoos these days, the researchers wanted to find out if the ink could be harmful in some way.
"The increasing prevalence of tattoos provoked safety concerns with respect to particle distribution and effects inside the human body," they write.
It works like this: Since lymph nodes filter lymph, which is the fluid that carries white blood cells throughout the body in an effort to fight infections that are encountered, that is where some of the ink particles collect.
Image by authors of the study.
Titanium dioxide appears to be the thing that travels. It's a white tattoo ink pigment that's mixed with other colors all the time to control shades.
The study's authors will keep working on this in the meantime.
“In future experiments we will also look into the pigment and heavy metal burden of other, more distant internal organs and tissues in order to track any possible bio-distribution of tattoo ink ingredients throughout the body. The outcome of these investigations not only will be helpful in the assessment of the health risks associated with tattooing but also in the judgment of other exposures such as, e.g., the entrance of TiO2 nanoparticles present in cosmetics at the site of damaged skin."
Do you have a magnetic compass in your head?
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