Sociologist, ethnographer, professor. Director: Stanford Ethnography Lab. Author: Ballad of the Bullet | Down, Out & Under Arrest.

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Joined December 2014
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Fear of violence shapes how some young people use social media. Professor @ForrestDStuart explains how violence leads some young people to use social media to assess risk and reroute their walk to school. In Safe, he speaks with host Ciaran Thapar about how social media can amplify harm — while also becoming a survival tool. 🎧 open.spotify.com/show/1UfBnj… #SafePodcast #SocialMedia #OnlineSafety @Stanford
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When young people are repeatedly treated as though they don’t matter, they will look for ways to feel seen. In Safe, hosted by Ciaran Thapar, Professor @ForrestDStuart explains how being labelled as “worthless” can push young people towards social media — where likes and views become measurable signals of worth. 🎧 Episode 3 out now: youthendowmentfund.org.uk/po…
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Replying to @CrimFerret
Absolutely. All that information is laid out in close detail in the methods section of the paper. And all the data and code are also publicly available.
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New article by @ForrestDStuart, @CharlieRCollins, Bocar Wade, @Gleit_R and @CaylinLMoore: Where do #neighbourhood reputations come from?: Analysing #Chicago community areas using a systematic neighbourhood #ReputationScore, 1985–2020 ow.ly/27YK50Uok06 #SentimentAnalysis
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Let’s do DC! A need a devoted local to help train it to know the neighborhoods like a local.
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Thanks, Ellen! We’re so pumped it’s finally out and we get to share this fun project we cooked up during the 2020 lockdowns
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I can email the pdf. Just tell me where!
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9/ So let’s stop focusing solely on political leanings and start addressing the deeper biases embedded in the so-called objective ways reporters cover our cities. The stakes couldn’t be higher.
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7/ This isn’t just theoretical. Our study shows how sentiment analysis—an AI tool for detecting tone and bias in text—can uncover patterns we’ve overlooked for too long. It’s time to pay attention.
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6/ In other words, the media doesn’t just report on inequality—it fuels it. The stories we tell about Black neighborhoods create ripple effects that harm real people in real ways.
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5/ Why does this matter? Because reputations shape reality. Neighborhoods portrayed as “bad” struggle to attract investment, residents face discrimination, and communities lose trust as stigma isolates them from within.
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4/ Even worse? This bias has grown stronger over time. Decades of coverage have deepened the racial stigma tied to predominantly Black neighborhoods, with devastating consequences for residents.
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3/ The findings are stark. Race is the single most consistent driver of negative media coverage. The more Black residents in a neighborhood, the more negative the reporting—regardless of crime, poverty, or other factors.
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2/ For the first time, we used AI-powered sentiment analysis to analyze decades of news articles and create a "neighborhood reputation score." This allowed us to systematically measure how Chicago’s 77 neighborhoods have been portrayed since 1985.
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A new Stanford study reveals that maybe we're obsessing about the wrong kind of media bias. There's a far more insidious bias—one shaping lives and driving inequality. It’s about how the media covers Black neighborhoods. Let’s unpack this 🧵👇 #soctwitter
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This is amazing! Thanks for these kind words! It was a rough book to write, but I’m so glad I did it!
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Forrest Stuart retweeted
"Assemblymember Matt Haney (D-San Francisco) has introduced AB 2115 that will radically change California's strategy on the treatment of opioid addiction by transforming California from a state with the most restrictive methadone laws in the country, into a state leading in methadone accessibility. The bill will ensure that people with opioid addiction are able to access this lifesaving treatment by removing outdated laws that were first crafted during the Vietnam war. Methadone is the most highly effective medication that eases the debilitating symptoms of opioid withdrawal for people who have quit drugs like heroin and fentanyl. Unfortunately the state’s many bureaucratic barriers to methadone treatment have left medical professionals hobbled in their fight against the spreading fentanyl crisis, leading to a sharp increase in opioid overdoses since 2019. “We’ve reached a point where the treatment for opioid addiction is much harder to get than the deadly drugs themselves,” said Haney. “Dealers are much better at getting fentanyl and heroin into people’s hands than we are at getting them addiction medication. We have to reverse that entirely if we want to save people’s lives.” Currently the state’s stringent regulations far surpass federal guidelines, and require patients to jump through numerous hurdles to access methadone including requiring patients to line up in front of specialized methadone clinics every morning to receive treatment. Drug dealers, aware that people with addiction gather together every morning, often prey on these vulnerable former users as they wait in line. "It is infuriating and mind boggling that during the worst drug crisis in history, as thousands of Californians die every year, that we would keep one of the most effective treatments for addiction locked away where people can’t access it,” said Haney who chairs the Assembly’s Fentanyl and Opioid Overdose Prevention Committee. “If we are serious about stopping fentanyl, we have to get serious about methadone. Get people off of deadly drugs and into treatment, and get rid of these backwards retrograde barriers to treatment that are still in law.”
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