@mrkgld @RSI Another possible explanation, maybe white officers are more disrespectful towards blacks in these communities, and that accelerates a situation? https://t.co/0oSDpM5lIa
Full text: https://t.co/1NJ3pOJJHl https://t.co/GRCu870XZ0
RT @Ace_Money: Language from police body cam footage shows racial disparities in officer respect: https://t.co/QHhpDdEHbl
RT @Ace_Money: Language from police body cam footage shows racial disparities in officer respect: https://t.co/QHhpDdEHbl
Language from police body cam footage shows racial disparities in officer respect: https://t.co/QHhpDdEHbl
@SethDeGroot @MikeShor @LegoRacers2 @MattBruenig Here’s two more: This one doesn’t control for income, but does control for location (ie black v white treated differently w/in same neighborhood) https://t.co/jl1ihjO01H This one looked at parole board de
@BernaldoDQuiros @TorrasLuis @iellakuria Sobre cómo los policías tratan con mayor falta de respeto a los negros, según análisis de cámaras corporales de los policías: https://t.co/vtZlaL2kaI
For a good #ShutDownSTEM read - #research on body cam language shows #racialdisparities in officer respect towards people during routine traffic stops, with police officers speaking #significantly less respectful to #black vs. #white individuals https://t.
Fox et al, 2019: https://t.co/9VEG3sbU2T ONU, 2018: https://t.co/qJo5pQ87gB Plain View Project, 2019: https://t.co/o08jwPdlVp Povic y Bautista, 2016: https://t.co/30tlDkTGgN Voigt et al, 2017: https://t.co/w2yYUmC2QE
Research--"Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops, even after controlling for officer race, infraction severity, stop location, and stop outcome." https://t.co/TmimmZoeqe
RT @refsaswizards: Analysis of language from police body camera footage shows racial disparities in officer respect (Black citizens treated…
RT @refsaswizards: Analysis of language from police body camera footage shows racial disparities in officer respect (Black citizens treated…
RT @refsaswizards: Analysis of language from police body camera footage shows racial disparities in officer respect (Black citizens treated…
Analysis of language from police body camera footage shows racial disparities in officer respect (Black citizens treated less respectfully) https://t.co/kSHMZYdyOg https://t.co/aZ0m7u1SSW
Linguistic discrimination in institutions. Must-read-list (2/n). Voigt et al. (2017). Language from police body camera footage shows racial disparities in officer respect. PNAS, 114(25), 6521–6526. Web: https://t.co/GeucvkBxdo PDF: https://t.co/joL1ACp
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
Interesting study using police body camera recordings of routine traffic stops.
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
RT @j1berger: Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspe…
Police officers speak less respectfully to black people, even after controlling for the severity of infraction and other aspects. https://t.co/LjXq8C3r0f https://t.co/W0DquOqv5P
Lol you’re just wrong pragerU https://t.co/Es4es6oSHt
@prageru @RealCandaceO @TheOfficerTatum You’re just factually wrong https://t.co/Es4es6oSHt
RT @yuhaozhangx: I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US jus…
RT @yuhaozhangx: I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US jus…
@WilliamMcNall18 @HMDatMI @WSJ Curious your thoughts on this: https://t.co/r9gAeWquuF
RT @yuhaozhangx: I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US jus…
RT @yuhaozhangx: I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US jus…
RT @yuhaozhangx: I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US jus…
RT @yuhaozhangx: I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US jus…
I've been asked by some #NLProc friends (less familiar w/ US culture & history) about the racial disparities in the US justice system, and I’ve always recommended this paper led by @stanfordnlp alum @rfpvjr: https://t.co/StZW9D5hre, which, via #NLProc
Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9monmxlFdt
There's various legal and organizational reasons (in other words, red-tape) that explain why it's difficult to study and reveal prejudice. Fortunately projects like this exist which can use NLP to that end. Similar work is the gun violence database https:
While NLP is obviously not the best tool for everything, I am a fan of this analysis of police stops from body cam transcriptions. Not unexpected: police are less respectful to black community members, even after imposing many controls. https://t.co/ZRGMP
@kscottz random linkrot reply: I believe this deleted tweet linked to https://t.co/qftMhVwS5c (found myself hunting to reply here: https://t.co/48LjzoAnVY)
@RandallJEllis @Aella_Girl Reminded me of: https://t.co/Lhe1efHugs "Language from police body camera footage shows racial disparities in officer respect" (via https://t.co/dRKG60uzmL, https://t.co/qftMhVwS5c)
@Ant_A_Kyle @megynkelly A 2017 study of interactions between officers and citizens taken from footage captured by body cameras found that “officers speak with less respect toward black versus white community members, even after controlling for race, and se
“Language from police body camera footage shows racial disparities in officer respect” https://t.co/8kSgJhRnHg - police officers speak less respectfully to black than white people in traffic stops, even after statistically controlling for all sorts of thin
@TheRealSourMeat The point is if he was white, his treatment would have likely been different. https://t.co/HOOo2rDfW6
RT @keyofnight: And before you declare that my experiences are aNeCdOtAl, and that aNeCdOtEs aRe NoT dAtA… my (our) experiences are corrobo…
And before you declare that my experiences are aNeCdOtAl, and that aNeCdOtEs aRe NoT dAtA… my (our) experiences are corroborated by studies. Here's an analysis of police body-cam footage that found racial disparities in how officers respect civilians. http
@SteveSaikatai @P4MCH4N 1. An Empirical Analysis of Racial Differences in Police Use of Force: https://t.co/jRcpo3828t 2. Language from police body camera footage shows racial disparities in officer respect: https://t.co/8nH1afcjJv PS: Le NB est une vila
Read the original study in @PNASNews https://t.co/Dtj59qXoFD
@triketora Evidence from Oakland CA body cams that police are more disrespectful toward black>white https://t.co/ipXUg354dc computational social science will shine a bright, detailed microscope on all these dark areas https://t.co/SKvp7byFuy
RT @languagejones: @LowreyKinberg link to Voigt et al: https://t.co/vkqmq6LrjQ
@LowreyKinberg link to Voigt et al: https://t.co/vkqmq6LrjQ
@DrKittyGirl Not exactly a fit, but are you familiar with this? https://t.co/syhISc6ixM
Good work applying computational techniques to an important question: analysis of body-cam footage shows police officers speak less respectfully to black community members, even during normal traffic stops https://t.co/WsY6dyIobE
@karenmblehm @StayAtHomeAv @Cleverchuckpun @AP @phoenixpolice Good idea - that research is well know in my field (psychology). Here’s a link to one such study: https://t.co/YoFtBuwGyK
This is Murica. THESE people are shaping AI!!! https://t.co/g8yzm470bW [Language from police body camera footage shows racial disparities in officer respect - suprise 😅] https://t.co/zCanhTj3JW
RT @KLdivergence: “Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops…
Language from police body camera footage shows racial disparities in officer respect https://t.co/xzBMh7UqMm
RT @JohnGPettus: Digital humanities people, can we quantify and analyze this. There’s no doubt about this in my mind, but let’s see if the…
Digital humanities people, can we quantify and analyze this. There’s no doubt about this in my mind, but let’s see if the data backs up our intuition.
RT @ronleviutoronto: Super interesting and important. Also very helpful for work with @campholl on everyday police interactions with black…
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @nabilbeit: The #data does not lie. Now, let us take a deep breath and work on understanding the #interactions and #language to help all…
Computational linguistics FTW!
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @KLdivergence: “Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops…
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @KLdivergence: “Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops…
The #data does not lie. Now, let us take a deep breath and work on understanding the #interactions and #language to help all get better and work together. #datascience
RT @KLdivergence: “Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops…
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
Limited data (Oakland, California only, one month in 2014), but this is a promising new approach to examine the claims of #BlackLivesMatter quantitatively.
RT @KLdivergence: “Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops…
RT @timnitGebru: Work from many people including my teammate @vinodkpg that got them the most prestigious award in social psychology. https…
captain obvious 🤔
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9
RT @KLdivergence: “Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops…
RT @MyeshaBraden: Officer "presence" & the way police communicate presence is the 1st step in the use-of-force-continuum & 1st opportunity…
RT @chris_bail: Language from police body camera footage shows racial disparities in officer respect | PNAS https://t.co/9c1sjd9ib9