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Alexandra Siegel

@aasiegel

Associate Prof. University of Colorado Boulder MENA Politics & Computational Social Science alexandra-siegel.com

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06.09.2023
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Latest posts by Alexandra Siegel @aasiegel

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Political attacks on the press are ↗️ globally & so is partisan polarization. In a new 📝 @aasiegel.bsky.social & I explore the polarizing effects of attacks on the press using an event study of targeted radio journalists and a series of experiments in Israel!
www.chagaiweiss.com/papers/inpro...

08.12.2025 22:45 👍 13 🔁 2 💬 1 📌 0
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Currently in FirstView: In “Measuring Media Criticism with ALC Word Embeddings,” @cbarrie.bsky.social, Neil Ketchley, @aasiegel.bsky.social, and Mossaab Bagdouri introduce a method for estimating media criticism using à la carte word embeddings which requires only minimal computational resources.

04.11.2025 17:35 👍 8 🔁 6 💬 1 📌 1
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Can’t wait for our panel with @lisablaydes.bsky.social, @sharangrewal.bsky.social, @shalaby12.bsky.social, @aasiegel.bsky.social, Neil Ketchley, and me. We’ll discuss data scarcity in MENA and how to overcome it.

📅 Today, 2:00–3:30pm PDT
📍 VCC, West Level 1, Room 113 (or Zoom)
tinyurl.com/ymnyafts

13.09.2025 16:19 👍 6 🔁 2 💬 0 📌 0
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Excited to share our new paper in Political Analysis co-authored with Neil Ketchley, @aasiegel.bsky.social and Mossaab Bagdouri! 📢

We introduce an open-source, computationally light method for measuring media criticism—a key marker of media freedom and democratization.

26.08.2025 17:34 👍 15 🔁 2 💬 1 📌 2

Congrats, Will!! 🎉🎉

01.08.2025 19:34 👍 1 🔁 0 💬 0 📌 0

I'm so sorry to hear this, I'm such a fan of your work and your contributions to MENA poli sci!!

09.05.2025 15:47 👍 1 🔁 0 💬 1 📌 0

Congratulations!! So happy for you! 🎉🎉🎉🎉

03.04.2025 21:55 👍 1 🔁 0 💬 1 📌 0

"The majority of the suspended accounts were 'university-associated activist accounts, basically sharing protest information, locations for students to go,' Yusuf Can, coordinator and analyst at the Wilson Center's Middle East Program, told POLITICO."

22.03.2025 10:37 👍 129 🔁 62 💬 6 📌 4
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How to Respond to Repression On Solidarity and Rights Defense

The hallmark of an effective repressive system is not that everybody is being repressed, but that a few people are targeted and everybody else learns to keep their mouth shut. Meet repression with solidarity and mobilization, not self-censorship. More here: tinyurl.com/37fdanve

18.03.2025 15:52 👍 5 🔁 2 💬 0 📌 2
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The decade-long growth of government-authored news media in China under Xi Jinping | PNAS Autocratic governments around the world use clandestine propaganda campaigns to influence the media. We document a decade-long trend in China towar...

How can researchers identify covert state propaganda campaigns in China? My co-authors Yin Yuan, Molly Roberts, Brandon Stewart @bstewart.bsky.social and myself are excited to share our new article in PNAS (@PNAS): doi.org/10.1073/pnas...

Thread below.

11.03.2025 19:05 👍 53 🔁 19 💬 3 📌 4
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"Outgroup Avoidance" w/ @aasiegel.bsky.social & Alex Scacco is conditionally accepted at @thejop.bsky.social! I am rly proud of this paper & I think it has important implications for folks studying prejudice reduction and depolarization! Check it out!
www.chagaiweiss.com/papers/inpro...

21.02.2025 02:03 👍 67 🔁 15 💬 3 📌 1
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Groups in Syria and nearby have provided vital support to Syrians. Syria's community-based, faith-based, and other organizations have been helping Syrians for over a decade, our research finds.

Thrilled to share this @goodauth.bsky.social analysis, and sneak peak of forthcoming research, with @aasiegel.bsky.social at such an incredible time for Syria. Activists, inside and outside the country, have been working for their cause and communities throughout a brutal war. 1/2

19.12.2024 15:07 👍 34 🔁 13 💬 1 📌 1

Wonderful getting to work on this project with such an amazing coauthor—combining insights/evidence from Rana’s fieldwork with large-scale descriptive analysis of social media data! 💕👩‍💻👩🏻‍💻

19.12.2024 15:17 👍 3 🔁 0 💬 0 📌 0

Poushali Mohanta used sentiment analysis and topic models to explore regional variation in Indian parliamentary debate texts surrounding the implementation of the Goods and Services Tax in 2017-2018.

17.12.2024 22:14 👍 0 🔁 0 💬 0 📌 0
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Tania Massicotte used Congressional floor speech data, dictionary methods, and topic models to explore variation in anti-labor rhetoric from 1941 to 1951 surrounding the Taft-Hartley vote.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Jon Cohen used Latin American presidential speech data to explore the Rise in Anti-Indigenous speech and its relationship to political violence.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Elijah Boykoff explored variation in states' AI legislation using word embeddings and unsupervised ML.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Katie Sevin explored how state level actors and institutions worked to erode the intended goals of the
Reconstruction Amendments using historical newspaper data.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Alexandra Philippidis explored variation in references to Palestine in global political manifestos using data from the comparative manifesto project.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Ansgarius Manek used Indonesian presidential speech data as well as data from public petitions, to explore whether elites lead or follow mass calls to action.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Stone Neilon used presidential campaign speeches and keyword assisted topic models to explore regional variation in candidates' messaging.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Monica Obregon used education bills and structural topic models to explore variation in legislation language in states with and without voucher programs.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 1
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@alexbnewhouse.bsky.social collected large-scale 4chan data and finetuned a DistillBert model to explore how apocalyptic millenarian rhetoric responds to terror attacks.

17.12.2024 22:14 👍 0 🔁 1 💬 1 📌 0
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Deepika Rama Subramanian used Reddit data and topic models to explore changes in the discussion of abortion after Roe v. Wade was overturned.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Isha Banerjee used supervised and unsupervised machine learning to explore when politicians incite anti-outgroup rhetoric in India

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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@katieglenn.bsky.social used large-scale Twitter data, dictionaries, and word embeddings to explore gender differences in how constituents discuss politicians' appearance/fashion.

17.12.2024 22:14 👍 0 🔁 0 💬 1 📌 0
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Eman Bensreiti used data from Gab, Truth Social, Telegram, and Bluesky, dictionaries, and topic models to explore how proponents of book bans evoke nostalgia rhetoric.

17.12.2024 22:14 👍 1 🔁 0 💬 1 📌 0
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Thanks to my @cuboulder.bsky.social Text as Data students for a great semester! Check out their final projects/research proposals!

Anna Kowalski used CEDAW treaties, dictionaries, and topic models to explore variation in how states comply with international treaties

17.12.2024 22:14 👍 4 🔁 1 💬 1 📌 1
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New paper in @apsrjournal.bsky.social with @andreasbeerli.bsky.social, Dominik Hangartner, and Dalston Ward about #immigration and voting for the #FarRight in #Switzerland

26.11.2024 16:11 👍 138 🔁 56 💬 9 📌 5
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congratulations to the amazing @kkaur.bsky.social
on her fantastic dissertation defense! 🎉🎉🎉 #PhDone!

09.04.2024 23:23 👍 4 🔁 1 💬 0 📌 0