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This paper presents BAR-Analytics, a web-based, open-source platform designed to analyze news dissemination across geographical, economic, political, and cultural boundaries. Using the Russian-Ukrainian and Israeli-Palestinian conflicts as…

Computation and Language · Computer Science 2025-09-05 Abdul Sittar , Dunja Mladenic , Alenka Gucek , Marko Grobelnik

The motivation for focusing on economic sanctions is the mixed evidence of their effectiveness. We assess the role of sanctions on the Russian international trade flow of agricultural products after 2014. We use a differences-in-differences…

General Economics · Economics 2022-11-29 Alexandra Lukyanova , Ayaz Zeynalov

The storming of the U.S. Capitol on January 6, 2021 has led to the killing of 5 people and is widely regarded as an attack on democracy. The storming was largely coordinated through social media networks such as Parler. Yet little is known…

Social and Information Networks · Computer Science 2022-07-20 Johannes Jakubik , Michael Vössing , Dominik Bär , Nicolas Pröllochs , Stefan Feuerriegel

A sentiment index measures the average emotional level in a corpus. We introduce four such indexes and use them to gauge average "positiveness" of a population during some period based on posts in a social network. This article for the…

Computation and Language · Computer Science 2018-08-24 Alexander Panchenko

We investigate the impact of several critical events associated with the Russo Ukrainian war, started officially on 24 February 2022 with the Russian invasion of Ukraine, on ten European electricity markets, two natural gas markets (the…

Statistical Finance · Quantitative Finance 2024-10-11 Panayotis G. Papaioannou , George P. Papaioannou , George Evangelidis , George Gavalakis

Social media moderation policies are often at the center of public debate, and their implementation and enactment are sometimes surrounded by a veil of mystery. Unsurprisingly, due to limited platform transparency and data access,…

Social and Information Networks · Computer Science 2023-10-10 Francesco Pierri , Luca Luceri , Emily Chen , Emilio Ferrara

Owing to its history and challenging circumstances, social networks community in Ukraine is a very interesting polygon for the study of communications in the constantly changing environment, especially in the political discourse. This…

Computers and Society · Computer Science 2019-09-05 Artem Zakharchenko , Yuliia Maksimtsova , Valentyn Iurchenko , Viktoriya Shevchenko , Solomiia Fedushko

In this paper, we are interested in understanding the interrelationships between mainstream and social media in forming public opinion during mass crises, specifically in regards to how events are framed in the mainstream news and on social…

Social and Information Networks · Computer Science 2017-03-20 Dmytro Karamshuk , Tetyana Lokot , Oleksandr Pryymak , Nishanth Sastry

Oil price fluctuations severely impact the economies of both oil-exporting and importing countries. High oil prices can benefit oil exporters by increasing foreign currency inflow; however, an economy can suffer from a weakening of the…

General Economics · Economics 2022-11-30 Ayaz Zeynalov , Kristina Tiron

This study explores the prevalence of hate speech (HS) and sentiment in YouTube video comments concerning the Israel-Palestine conflict by analyzing content from both public and private news sources. The research involved annotating 4983…

Computation and Language · Computer Science 2025-03-17 Simon Hofmann , Christoph Sommermann , Mathias Kraus , Patrick Zschech , Julian Rosenberger

This paper uses daily Behavioral Risk Factor Surveillance System data to estimate the causal effect of the 2024 U.S. presidential election, a highly competitive race whose outcome resolved lingering uncertainty on election day, on…

General Economics · Economics 2025-11-10 Dongyoung Kim , Young-Il Albert Kim , Haedong Aiden Rho

The full-scale conflict between the Russian Federation and Ukraine generated an unprecedented amount of news articles and social media data reflecting opposing ideologies and narratives. These polarized campaigns have led to mutual…

Computation and Language · Computer Science 2023-01-26 Veronika Solopova , Oana-Iuliana Popescu , Christoph Benzmüller , Tim Landgraf

There is great interest in the dynamics of health behaviors in social networks and how they affect collective public health outcomes, but measuring population health behaviors over time and space requires substantial resources. Here, we use…

Social and Information Networks · Computer Science 2015-05-28 Marcel Salathé , Shashank Khandelwal

Following Russia's invasion of Ukraine, Western countries have looked for ways to limit Russia's oil income. This paper considers, theoretically and quantitatively, two such options: 1) an export-quantity restriction and 2) a forced…

General Economics · Economics 2022-12-06 Henrik Wachtmeister , Johan Gars , Daniel Spiro

This paper evaluates the effect of online disinformation upon offline political protests with a time series cross-sectional sample of 125 countries in a period between 2000 and 2019. The results are mixed. Based on Bayesian multi-level…

Computers and Society · Computer Science 2025-11-10 Jukka Ruohonen

In response to disinformation and propaganda from Russian online media following the invasion of Ukraine, Russian media outlets such as Russia Today and Sputnik News were banned throughout Europe. To maintain viewership, many of these…

Computers and Society · Computer Science 2025-03-11 Hans W. A. Hanley , Zakir Durumeric

Following the oil-price surge in the wake of Russia's invasion of Ukraine, many countries in the EU are cutting taxes on petrol and diesel. Using standard theory and empirical estimates, we assess how such tax cuts influence the oil income…

General Economics · Economics 2022-05-09 Johan Gars , Daniel Spiro , Henrik Wachtmeister

This paper compares quantitatively the spread of Ukraine-related disinformation and its corresponding debunks, first by considering re-tweets, replies, and favourites, which demonstrate that despite platform efforts Ukraine-related…

Computers and Society · Computer Science 2022-12-16 Iknoor Singh , Kalina Bontcheva , Xingyi Song , Carolina Scarton

The current development of vaccines for SARS-CoV-2 is unprecedented. Little is known, however, about the nuanced public opinions on the vaccines on social media. We adopt a human-guided machine learning framework using more than six million…

Social and Information Networks · Computer Science 2021-08-10 Hanjia Lyu , Junda Wang , Wei Wu , Viet Duong , Xiyang Zhang , Timothy D. Dye , Jiebo Luo

The mission of resilience of Ukrainian cities calls for international collaboration with the scientific community to increase the quality of information by identifying and integrating information from various news and social media sources.…

Computers and Society · Computer Science 2025-01-28 Manar Attar , Shuai Wang , Ronald Siebes , Eirik Kultorp , Zhisheng Huang , Tianyang Lu