Yara Kyrychenko's repositories
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.
mumin-classifier
Fine-tuning multilingual and English-only (with translated-to-English text) RoBERTa and T5 to classify misinformation on Twitter.
tg-misinfo-data
Telegram posts from Russian news, misinformation, and propaganda channels made during the first weeks of the 2022 Russian invasion of Ukraine.
twittercloud
A Streamlit web app that makes a word cloud out of your last 200 tweets.
west-conversations
A template repository for linguistic analysis of conversations from scratch using Convokit.
digital-media-and-democracy-app
Interactive wordclouds of titles and abstracts of scientific papers about Digital Media and Democracy
van-bavel-app
An interactive web application exploring language and identity on Twitter.
AttractionRepulsionModel
Python implementation of the Attraction-Repulsion Model of opinion change
dqn-optimal-batchsize
Research on finding an optimal batch size for training a Deep Q Network (DQN) empirically.
MIRelationshipSatisfaction
An analysis of the impact of marginalized identity (i.e. sexual minority, Black or female) may have on relationship satisfaction in romantic relationships
polarization-app
Interacitve web application vizualizing polarization in the US with venn-diagrams of words and feeling thermometer.
telegram-analysis
Telegram Analysis Tools
textnets
R package to perform automated text analysis using network techniques
twitter-moral-emotions
Exploring how the usage of moral emotional words shapes the diffusion of political content on social networks using NLP techniques.
yarakyrychenko
GitHub profile description