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followers: 29.0 following: 27.0 repos: 23.0 gists: 12.0

Name: Yara Kyrychenko

Type: User

Company: Cambridge University

Bio: PhD candidate at Cambridge. Math and Psych NYU’22. Interested in computational social psychology, identity and social media.

Twitter: YaraKyrychenko

Location: Cambridge, UK

👋 Hi there! I'm Yara

I'm a PhD Candidate and Gates Scholar at the Cambridge Social Decision-Making Lab, advised by Sander van der Linden and Jon Roozenbeek. I use data and behavioral science methods, like language models and lab experiments, to study the social identity dynamics of socio-technical systems. I'm particularly interested in social identity, social media, misinformation, and artificial intelligence.

🔭 I'm currently working on:

  • What drives intergroup conflict on social media?
    • Russia's war in Ukraine, propaganda, and identity narratives.
    • Hammas' Oct 7 attack on Israel and its consequences for Israeli society and the world.
  • How can we make AI that brings out the best in humanity?
    • Social identity biases in large language models.
  • How can people become more resilient to misinformation online?
    • Profiling misinformation susceptibility worldwide.

I also organize the Cambridge Social Psychology Seminar Series and manage the CSDM Lab.

👯 I'm always looking to collaborate on exciting projects and ideas, so please feel free to reach out over LinkedIn or email me at yk408 (at) cam (dot) ac (dot) uk!

Test your misinformation susceptibility here: https://yourmist.streamlit.app (It only takes 2 minutes!).

👩‍💻 More about me

In May 2022, I graduated summa cum laude from New York University with a double major in Mathematics (Honors) and Psychology. My math thesis explored data-driven solutions to elliptic partial differential equations and numerical matrix inversion techniques more broadly.

I was an associate research scientist at Tessa West and Jay Van Bavel's labs, where I mainly used data science techniques to study group processes. I'm passionate about advancing and supporting women in science and technology. I write about data science, education, and life on Medium. I grew up in Kyiv, Ukraine, and my native languages are Ukrainian and Russian.

⚡ Read my recent posts about social media and the war in Ukraine, natural language processing of conversations and my top-three advice for college students.

🧰 My favorite tools

Python  R  Julia  Git  Latex

Yara Kyrychenko's Projects

boardtopic icon boardtopic

BoardTopic is a friendly way to understand your big data. BoardTopic uses state-of-the-art frameworks for topic modeling (BERTopic) and language models to help you analyze and makes sense of your data, no coding required.

mirelationshipsatisfaction icon mirelationshipsatisfaction

An analysis of the impact of marginalized identity (i.e. sexual minority, Black or female) may have on relationship satisfaction in romantic relationships

mist icon mist

Open source web application implementing MIST Misinformation Susceptibility Test

mumin-classifier icon mumin-classifier

Fine-tuning multilingual and English-only (with translated-to-English text) RoBERTa and T5 to classify misinformation on Twitter.

polarization-app icon polarization-app

Interacitve web application vizualizing polarization in the US with venn-diagrams of words and feeling thermometer.

textnets icon textnets

R package to perform automated text analysis using network techniques

tg-misinfo-data icon tg-misinfo-data

Telegram posts from Russian news, misinformation, and propaganda channels made during the first weeks of the 2022 Russian invasion of Ukraine.

twitter-moral-emotions icon twitter-moral-emotions

Exploring how the usage of moral emotional words shapes the diffusion of political content on social networks using NLP techniques.

twittercloud icon twittercloud

A Streamlit web app that makes a word cloud out of your last 200 tweets.

van-bavel-app icon van-bavel-app

An interactive web application exploring language and identity on Twitter.

west-conversations icon west-conversations

A template repository for linguistic analysis of conversations from scratch using Convokit.

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