What do a cybersecurity researcher building a system to generate alerts for detecting security threats and vulnerabilities, a wildfire watcher who tracks the spread of forest fires, and public health professionals trying to predict enrollment in health insurance exchanges have in common?
They all rely on analyzing data from Twitter.
Twitter is a microblogging service, meaning it’s designed for sharing posts of short segments of text and embedded audio and video clips. The ease with which people can share information among millions of others worldwide on Twitter has made it very popular for real-time conversations. Whether it is people tweeting about their favorite sports teams, or organizations and public figures using Twitter to reach a mass audience, Twitter has been part of the collective record for over a decade.
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The Twitter archives allow for instant and complete access to every public tweet, which has positioned Twitter both as a archive of collective human behavior and as a credentialing and fact-checking service on a global scale. As a researcher who studies social media, I believe that these functions are very valuable for academics, policymakers and anyone using aggregate data to obtain insights into human behavior.
The proliferation of scams and brand impersonators, the hemorrhaging of advertisers, and disarray within the company call the future of the platform into question. If Twitter were to go under, the loss would reverberate around the world.
Twitter itself produces a lot of data that's available nowhere else. STR/NurPhoto via Getty Images
Analyzing human behavior
With its massive trove of tweets, Twitter has provided new ways to quantify public discourse and new tools to map aggregate perceptions, and offers a window into large-scale human behavior. Such digital traces or records of human activity allow researchers in fields ranging from social sciences to healthcare to analyze a variety of phenomena.
From open source intelligence to citizen science, Twitter has not only been a digital public square, but has also allowed researchers to infer attitudes that are difficult to detect through methods from traditional field research. For example, people’s willingness to pay for policies and services that address climate change has traditionally been measured through surveys of subjective well-being. Twitter sentiment data gives researchers and policymakers another tool for assessing these attitudes in order to take more meaningful action on climate change.
Researchers in public health have found an association between tweeting about HIV and incidence of HIV, and have been able to measure sentiment at the neighborhood level to assess the overall health of the people in those neighborhoods.
Place and time
Geotagged data from Twitter helps in a variety of fields such as urban land use and disaster resilience. Being able to identify the locations for a set of tweets allows researchers to correlate information in the tweets with times and places – for example, correlating tweets and ZIP codes to identify hot spots of vaccine hesitancy.
Twitter has been invaluable in the field of open source intelligence (OSINT), particularly for tracking down war crimes. OSINT uses crowdsourcing to identify the locations of photos and videos. In Ukraine, human rights investigators have focused on using Twitter and TikTok to search for evidence of abuses.
Open source intelligence has also been helpful for cutting through the fog of war. For example, OSINT analysts were quick to provide evidence that the missile that exploded in Przewodow, Poland near the Ukrainian border on Nov. 15, 2022 was likely an S-300 antiaircraft missile and unlikely a ballistic or cruise missile fired by Russia.
So what crashed in the village of Przewodów, Poland today?With the cooperation of @blueboy1969 we analyzed the available photos of fragments and came to a clear conclusion that they belong to the 48D6 motor of the 5V55-series missile of the S-300 AD system- a Ukrainian one. pic.twitter.com/f0Ex3USLN8
— 🇺🇦 Ukraine Weapons Tracker (@UAWeapons) November 15, 2022
Credentialing and verification
Although misinformation has been disseminated far and wide on Twitter, the platform also serves a role as a global verification mechanism. First, vast numbers of people use Twitter and other social media platforms. With crowdsourcing writ large, social media assumes the role of an authoritative information provider, reducing some of the uncertainty people face in searching for new information. The platforms perform a credentialing role that some scholars refer to as “public relevance algorithms,” in that they have replaced dedicated business or technical expertise in identifying what people need to know.
Another way has been official credentialing. Prior to Elon Musk’s takeover, Twitter’s verification method provided public figures with a blue check mark on their profiles, which served as a shortcut in establishing whether a source of a tweet was who the person claimed to be.
While problems such as fake news, misinformation and hate speech exist, the credentialing ability coupled with the vast number of people who use the platform in real time made Twitter a provider of credible information and a fact-checker.
The digital public square
Twitter’s dual role in fostering real-time communication and acting as an arbitrator of authoritative information is of crucial interest to academics, journalists and government agencies. During the pandemic, for example, many public health agencies turned to Twitter to promote behavior that mitigates the risk of infection.
#RangeFire in Angeles NF, LA County: BC11 reporting 1.5 acres primarily in mulch, holding in the mulch for now, moving down canyon, burning adjacent to power lines. 12965 Little Tujunga Canyon Rd. pic.twitter.com/eV9JAELQz0
— CA Fire Scanner (@CAFireScanner) November 16, 2022
During disasters and emergencies, Twitter has been a great venue for crowdsourced eyewitness data. During Hurricane Harvey, for example, researchers found that that users responded and interacted the most with tweets from verified Twitter accounts, and especially from government organizations. Official Twitter accounts helped in the rapid dissemination of information during a water contamination crisis in West Virginia. Twitter data has also helped in hurricane evacuations.
Twitter has also been an important way for people with disabilities to participate in public discourse.
My message to @elonmusk and everyone on Twitter. pic.twitter.com/tJuhDAUOjO
— Marlee Matlin (@MarleeMatlin) November 17, 2022
Twitter’s real value has been in enabling people to connect with each other in real time and as an archive of collective behavior. Recognizing this, international organizations, government agencies and local governments have invested significant resources in using Twitter and have come to rely on the platform. Sen. Edward Markey has described Twitter as “essential” to American society. If Twitter were to collapse, there’s no clear replacement in sight.
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Anjana Susarla does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.
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Photos: Elon Musk through the years
FILE - In this Oct. 20, 2000 file photo, PayPal Chief Executive Officer Peter Thiel, left, and founder Elon Musk, right, pose with the PayPal logo at corporate headquarters in Palo Alto, Calif. (AP Photo/Paul Sakuma, File)
FILE - In this Dec. 9, 2008 file photo, Tesla Motors CEO Elon Musk stands in front a Tesla sports car at a Tesla showroom in Menlo Park, Calif. (AP Photo/Paul Sakuma, file)
FILE - In this March 26, 2009 file photo, Tesla Motors CEO, Chairman and Product Architect Elon Musk speaks at the unveiling of the Tesla Model S all-electric 5-door sedan, in Hawthorne, Calif., Thursday, March 26, 2009. (AP Photo/Reed Saxon, File)
In this July 21, 2009 photo, shows Tesla CEO Elon Musk talking about the lawsuit at Tesla headquarters in San Carlos, Calif., Tuesday, July 21, 2009. (AP Photo/Paul Sakuma)
In this Tuesday, July 21, 2009 photo, Tesla CEO Elon Musk poses at Tesla headquarters in San Carlos, Calif. (AP Photo/Paul Sakuma)
President Barack Obama walks to look at the Flacon 9 launch vehicle with SpaceX CEO Elon Musk at Kennedy Space Center Thursday, April 15, 2010.(AP Photo/Alex Brandon)
Calif. Gov., Arnold Schwarzenegger, right, Toyota CEO Akio Toyoda, left, and Tesla CEO Elon Musk, center, at Tesla headquarters in Palo Alto, Calif., Thursday, May 20, 2010. Tesla and Toyota officials announce partnership. (AP Photo/Paul Sakuma)
Elon Musk, CEO of Tesla Motors, poses with a Tesla car in front of Nasdaq following the electric automaker’s initial public offering, Tuesday, June, 29, 2010, in New York. The company plans to trade on the Nasdaq stock exchange under the ticker "TSLA." (AP Photo/Mark Lennihan)
Elon Musk, center, CEO of Tesla Motors, raises his hand at the Nasdaq opening bell to celebrate the electric automaker’s initial public offering, Tuesday, June, 29, 2010 in New York. (AP Photo/Mark Lennihan)
Elon Musk, co-founder, chief executive and product architect of Tesla Motors, poses at the premiere of the documentary film "Revenge of the Electric Car," Friday, Oct. 21, 2011, at Tesla Motors in Los Angeles. The film is director Chris Paine's follow-up to his 2006 documentary, "Who Killed the Electric Car?" (AP Photo/Chris Pizzello)
SpaceX CEO and Chief Designer Elon Musk walks in a procession after delivering the commencement speech for Caltech graduates in Pasadena, Calif. Friday, June 15, 2012. (AP Photo/Damian Dovarganes)
SpaceX CEO Elon Musk gives the opening keynote at the SXSW Interactive Festival on Saturday, March 9, 2013 in Austin, Texas. (AP Photo/Jack Plunkett)
FILE - In this May 29, 2014 file photo, Elon Musk, CEO and CTO of SpaceX, introduces the SpaceX Dragon V2 spaceship at the SpaceX headquarters in Hawthorne, Calif. (AP Photo/Jae C. Hong, File)
Elon Musk, CEO of Tesla Motors Inc., introduces the Model X car at the company's headquarters Tuesday, Sept. 29, 2015, in Fremont, Calif. Musk said the Model X sets a new bar for automotive engineering, with unique features like rear falcon-wing doors, which open upward, and a driver's door that opens on approach and closes itself when the driver is inside. (AP Photo/Marcio Jose Sanchez)
Elon Musk, CEO & Chief Product Architect of Tesla Moters, attends the premiere of "Racing Extinction" during the 2015 Sundance Film Festival on Saturday, Jan. 24, 2015, in Park City, Utah. (Photo by Arthur Mola/Invision/AP)
SpaceX founder Elon Musk speaks during the 67th International Astronautical Congress in Guadalajara, Mexico, Tuesday, Sept. 27, 2016. In a receptive audience full of space buffs, Musk said he envisions 1,000 passenger ships flying en masse to Mars, 'Battlestar Galactica' style. He calls it the Mars Colonial fleet, and he says it could become reality within a century. Musk's goal is to establish a full-fledged city on Mars and thereby make humans a multi-planetary species. (AP Photo/Refugio Ruiz)
President Donald Trump talks with Tesla and SpaceX CEO Elon Musk, center, and White House chief strategist Steve Bannon during a meeting with business leaders in the State Dining Room of the White House in Washington, Friday, Feb. 3, 2017. (AP Photo/Evan Vucci)
Grimes, left, and Elon Musk attend The Metropolitan Museum of Art's Costume Institute benefit gala celebrating the opening of the Heavenly Bodies: Fashion and the Catholic Imagination exhibition on Monday, May 7, 2018, in New York. (Photo by Charles Sykes/Invision/AP)
SpaceX founder and chief executive Elon Musk speaks after announcing Japanese billionaire Yusaku Maezawa as the first private passenger on a trip around the moon, Monday, Sept. 17, 2018, in Hawthorne, Calif. (AP Photo/Chris Carlson)
Elon Musk, co-founder and chief executive officer of Tesla Inc., speaks during an unveiling event for the Boring Co. Hawthorne test tunnel in Hawthorne, Calif., on Tuesday, Dec. 18, 2018. Musk has unveiled his underground transportation tunnel, allowing invited guests to take some of the first rides ever on the tech entrepreneur's solution to "soul-destroying traffic." (Robyn Beck/Pool Photo via AP)
Tesla CEO Elon Musk jokingly motions to kick before introducing the Model Y at Tesla's design studio Thursday, March 14, 2019, in Hawthorne, Calif. The Model Y may be Tesla's most important product yet as it attempts to expand into the mainstream and generate enough cash to repay massive debts that threaten to topple the Palo Alto, Calif., company. (AP Photo/Jae C. Hong)
NASA Administrator Jim Bridenstine, left, talks with SpaceX chief engineer Elon Musk, second from left, and NASA astronauts crew Doug Hurley and Bob Behnken, right, in front of the Crew Dragon spacecraft, about the progress to fly astronauts to and from the International Space Station, from American soil, as part of the agency's commercial crew program at SpaceX headquarters, in Hawthorne, Calif., Thursday, Oct. 10, 2019. (AP Photo/Alex Gallardo)
Tesla CEO Elon Musk introduces the Cybertruck at Tesla's design studio Thursday, Nov. 21, 2019, in Hawthorne, Calif. Musk is taking on the workhorse heavy pickup truck market with his latest electric vehicle. (AP Photo/Ringo H.W. Chiu)
Elon Musk, founder, CEO, and chief engineer/designer of SpaceX speaks during a news conference after a Falcon 9 SpaceX rocket test flight to demonstrate the capsule's emergency escape system at the Kennedy Space Center in Cape Canaveral, Fla., Sunday, Jan. 19, 2020. (AP Photo/John Raoux)
Tesla and SpaceX Chief Executive Officer Elon Musk speaks during a round table discussion with President Donald Trump at Kennedy Space Center, Wednesday, May 27, 2020, in Cape Canaveral, Fla. (AP Photo/Evan Vucci)
Tesla and SpaceX Chief Executive Officer Elon Musk jumps in the air as people applaud during an event at the Vehicle Assembly Building on Saturday, May 23, 2020, at NASA's Kennedy Space Center in Cape Canaveral, Fla. The event occurred after a rocket ship designed and built by SpaceX lifted off on Saturday with two Americans on a history-making flight to the International Space Station. NASA Administrator Jim Bridenstine looks on at left. (AP Photo/Alex Brandon)
SpaceX owner and Tesla CEO Elon Musk arrives on the red carpet for the Axel Springer media award, in Berlin, Germany, Tuesday, Dec. 1, 2020. (Hannibal Hanschke/Pool via AP)
Elon Musk walks from the justice center in Wilmington, Del., Monday, July 12, 2021. Musk took to a witness stand Monday to defend his company's 2016 acquisition of a troubled company called SolarCity against a shareholder lawsuit that claims he's to blame for a deal that was rife with conflicts of interest and never delivered the profits he had promised. (AP Photo/Matt Rourke)
Elon Musk, Tesla CEO, attends the opening of the Tesla factory Berlin Brandenburg in Gruenheide, Germany, Tuesday, March 22, 2022. The first European factory in Gruenheide, designed for 500,000 vehicles per year, is an important pillar of Tesla's future strategy. (Patrick Pleul/Pool via AP)
Elon Musk, CEO of Tesla, speaks during the Global Citizen Awards dinner, Monday, Sept. 23, 2024, in New York. (AP Photo/Michelle Farsi)
Tesla and SpaceX CEO Elon Musk, right, and Republican vice presidential nominee Sen. JD Vance, R-Ohio, attend a campaign event with Republican presidential nominee former President Donald Trump at the Butler Farm Show, Saturday, Oct. 5, 2024, in Butler, Pa. (AP Photo/Alex Brandon)
Elon Musk jumps on the stage as Republican presidential nominee former President Donald Trump speaks at a campaign rally at the Butler Farm Show, Saturday, Oct. 5, 2024, in Butler, Pa. (AP Photo/Evan Vucci)
FILE - Republican presidential nominee former President Donald Trump listens as Elon Musk speaks during a campaign rally at the Butler Farm Show, Saturday, Oct. 5, 2024, in Butler, Pa. (AP Photo/Julia Demaree Nikhinson, File)
FILE - Elon Musk jumps on the stage as Republican presidential nominee former President Donald Trump speaks at a campaign rally at the Butler Farm Show, Saturday, Oct. 5, 2024, in Butler, Pa. (AP Photo/Evan Vucci, File)
Elon Musk talks with a child as he speaks as part of a campaign town hall in support of Republican presidential nominee former President Donald Trump in Folsom, Pa., Thursday, Oct. 17, 2024. (AP Photo/Matt Rourke)
Elon Musk speaks as part of a campaign town hall in support of Republican presidential nominee former President Donald Trump in Folsom, Pa., Thursday, Oct. 17, 2024. (AP Photo/Matt Rourke)

