Researchers from Carnegie Mellon University say nearly half of all accounts tweeting about the coronavirus appear to be bot accounts. Jeff Chiu/AP hide caption
Researchers from Carnegie Mellon University say nearly half of all accounts tweeting about the coronavirus appear to be bot accounts.
Updated at 7:55 p.m. ET
Nearly half of the Twitter accounts spreading messages on the social media platform about the coronavirus pandemic are likely bots, researchers at Carnegie Mellon University said Wednesday.
Researchers culled through more than 200 million tweets discussing the virus since January and found that about 45% were sent by accounts that behave more like computerized robots than humans.
It is too early to say conclusively which individuals or groups are behind the bot accounts, but researchers said the tweets appeared aimed at sowing division in America.
"We do know that it looks like it's a propaganda machine, and it definitely matches the Russian and Chinese playbooks, but it would take a tremendous amount of resources to substantiate that," said Kathleen Carley, a professor of computer science at Carnegie Mellon University who is conducting a study into bot-generated coronavirus activity on Twitter that has yet to be published.
Researchers identified more than 100 false narratives about COVID-19 that are proliferating on Twitter by accounts controlled by bots.
Among the misinformation disseminated by bot accounts: tweeted conspiracy theories about hospitals being filled with mannequins or tweets that connected the spread of the coronavirus to 5G wireless towers, a notion that is patently untrue.
Such bogus ideas on the Internet have caused real-world harm. In England, dozens of wireless towers have been set on fire in acts officials believe have been fueled by false conspiracy theories linking the rollout of 5G technology to the coronavirus.
"We're seeing up to two times as much bot activity as we'd predicted based on previous natural disasters, crises and elections," Carley said.
Using a so-called bot-hunter tool, researchers flagged accounts that tweet more than is humanly possible or claim to be in multiple countries within a few hours' period. Researchers say they examine a Twitter account's followers, frequency of tweeting and how often the user is mentioned on the platform in determining whether the tweeter is a bot account.
"When we see a whole bunch of tweets at the same time or back to back, it's like they're timed," Carley said. "We also look for use of the same exact hashtag, or messaging that appears to be copied and pasted from one bot to the next."
In response to the Carnegie Mellon findings, a Twitter spokesman pointed to the company's previous statements arguing that the term bot can be used to describe a wide range of behavior on the platform, not all of which is in violation of Twitter's rules.
"People often refer to bots when describing everything from automated account activity to individuals who would prefer to be anonymous for personal or safety reasons, or avoid a photo because they've got strong privacy concerns," the Twitter spokesman said, adding that describing an account as a bot can be deployed by "those in positions of political power to tarnish the views of people who may disagree with them or online public opinion that's not favorable."
Nonetheless, Twitter says it has removed thousands of tweets containing misleading or potentially harmful information about the coronavirus.
Twitter says its automated systems have "challenged" 1.5 million accounts that were targeting discussions about COVID-19 with malicious or manipulative behavior.
Last week, Twitter unveiled new labels that will accompany misleading, disputed or unverified tweets about the coronavirus, an effort that attempts to tamp down the rapid spread of tweets carrying harmful and false information about the global health crisis.
Where in the world most of the bot accounts are based is still being probed by researchers, though some reports have implicated Russian actors in the spread of misinformation in the U.S. amid the pandemic.
Reuters reported in March that Russian media have recently deployed a widespread disinformation campaign against the West to worsen the impact of the coronavirus to create panic and distrust.
Efforts to fight back against the spread of false information about COVID-19 come just as the federal government and election security experts keep a watchful eye on the November election.
American intelligence agencies concluded that Russia interfered in the 2016 presidential election. Experts believe Russian actors will try to influence the 2020 vote as well, including by using social media to amplify their messages.
Carley with Carnegie Mellon said countering bot accounts on Twitter is not a simple task. Blocked accounts can resurface, and the disinformation networks are sophisticated and difficult to completely root out.
She offers this advice, though: Look out for subtle typos, for tweets being sent out very quickly, or profile images and usernames that appear suspicious.
"Even if someone appears to be from your community, if you don't know them personally, take a closer look, and always go to authoritative or trusted sources for information," Carley said. "Just be very vigilant."
See original here:
Researchers: Nearly Half Of Accounts Tweeting About Coronavirus Are Likely Bots - NPR
- The Health Department website was attacked in the middle of the coronavirus pandemic - Vox.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Defining Coronavirus Symptoms: From Mild To Moderate To Severe : Goats and Soda - NPR [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- What Are the Symptoms of a Coronavirus Infection? - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Hotels Were Rolling Out Tools to Help Calm Travelers. Then Coronavirus Hit. - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- The Coronavirus, by the Numbers - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Opinion: Early Coronavirus Testing Failures Will Cost Lives - NPR [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Cases Surge in U.S. and Europe - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Two Emergency Room Doctors Are in Critical Condition With Coronavirus - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus: Over 1000 Cases Now In U.S., And 'It's Going To Get Worse,' Fauci Says - NPR [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- China Spins Tale That the U.S. Army Started the Coronavirus Epidemic - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Everything to Know About the Coronavirus in the United States - The Cut [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus closed this school. The kids have special needs: 'You can't Netflix them all day.' - USA TODAY [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- How Long Can The Coronavirus Live On Surfaces? : Shots - Health News - NPR [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Cost to Businesses and Workers: It Has All Gone to Hell - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- In the U.S., More Than 300 Coronavirus Cases Are Confirmed - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- How Jair Bolsonaro's Son, Eduardo, Confirmed His Father's Positive Coronavirus Test to Fox News, Then Lied About It - The Intercept [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- De Blasio Resisted on Coronavirus. Then Aides Said Theyd Quit. - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Trump Is Tested for Coronavirus, and Experts Ask: What Took So Long? - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Live Coronavirus Updates and Coverage - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Threatens Americans With Underlying Conditions - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Capitalism and How to Beat It - The Intercept [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- An essential reading guide to understand the coronavirus - Vox.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- N.Y.C.s Economy Could be Ravaged by Coronavirus Outbreak - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- 'A ticking time bomb': Scientists worry about coronavirus spread in Africa - Science Magazine [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- How coronavirus is affecting the restaurant business, in one chart - Vox.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Map: How To Track Coronavirus Spread Across The Globe - Forbes [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Testing Website Goes Live and Quickly Hits Capacity - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Map: How Many Cases Of Coronavirus Are There In Each US State? : Shots - Health News - NPR [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Live Coronavirus Updates and Coverage Globally - The New York Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- This Is How the Coronavirus Will Destroy the Economy - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Every Star and Public Figure Diagnosed with COVID-19: A Running List - The Daily Beast [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus: What you need to know - Fox News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Travel updates: which countries have coronavirus restrictions and FCO warnings in place? - The Guardian [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Staff angered as Charter prohibits working from home despite spread of coronavirus - TechCrunch [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- If coronavirus scares you, read this to take control over your health anxiety - The Guardian [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- San Francisco and Bay Area will shelter in place to slow coronavirus spread - The Verge [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus spreading fastest in UK in London - The Guardian [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Businesses Face a New Coronavirus Threat: Shrinking Access to Credit - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Welcome to Marriage During the Coronavirus - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Sweeping restrictions take effect in coronavirus response as health officials warn US is at a tipping point - CNN [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- How Long Will the Coronavirus Outbreak and Shutdown Last? - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 201920 coronavirus pandemic - Wikipedia [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus - World Health Organization [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- What Is Coronavirus? | HowStuffWorks [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus | CISA [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Is there a cure for the new coronavirus? - Livescience.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Shelter in Place: Some Residents in Bay Area Ordered to Stay Home - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Tracking the Impact of the Coronavirus on the U.S. - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 8 Things Parents Should Know About The Coronavirus: Life Kit - NPR [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Spain, on Lockdown, Weighs Liberties Against Containing Coronavirus - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- New Yorks Nightlife Shuttered to Curb Coronavirus - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- How best to fight the economic impact of the coronavirus pandemic - The Guardian [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Heres whos most at risk from the novel coronavirus - The Verge [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Closing Down the Schools Over Coronavirus - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- The U.S. Economy Cant Withstand the Coronavirus by Itself - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- U.S. Lags in Coronavirus Testing After Slow Response to Outbreak - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- U.K. Steps Up Coronavirus Prevention, But Its Hospitals Have Already Been Strained - NPR [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus panic is clearing out grocery stores; heres how workers are handling it - Vox.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Tracking the Coronavirus: How Crowded Asian Cities Tackled an Epidemic - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus Treatment: Hundreds of Scientists Scramble to Find One - The New York Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus cases have dropped sharply in South Korea. What's the secret to its success? - Science Magazine [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Facebook was marking legitimate news articles about the coronavirus as spam due to a software bug - The Verge [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- The Single Most Important Lesson From the 1918 Influenza - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- How to Protect Older People From the Coronavirus - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Coronavirus Is Killing Iranians. So Are Trump's Brutal Sanctions. - The Intercept [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Is there a cure for coronavirus? Why Covid-19 is so hard to treat - Vox.com [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Coronavirus: The math behind why we need social distancing, starting right now - Vox.com [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Europeans Erect Borders Against Coronavirus, but the Enemy Is Already Within - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Some of the last people on earth to hear about the coronavirus pandemic are going to be told on live TV - CNN [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Why the US is still struggling to test for the coronavirus - The Verge [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- The Coronavirus Is Here to Stay, So What Happens Next? - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Coronavirus in the U.S. - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Watch the Footprint of Coronavirus Spread Across Countries - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Coronavirus Briefing: What Happened Today - The New York Times [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Why the Covid-19 coronavirus is worse than the flu, in one chart - Vox.com [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Fact-Checking 5 Trump Administration Claims On The Coronavirus Pandemic - NPR [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Trump has scoreboard obsession. It hasnt worked with coronavirus - POLITICO [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Here's What Is In The 'Families First' Coronavirus Aid Package Trump Approved - NPR [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Young Adults Come to Grips With Coronavirus Health Risks - The New York Times [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Which Country Has Flattened the Curve for the Coronavirus? - The New York Times [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]