Large-scale computerized text analysis in political science: Opportunities and challenges

J Wilkerson, A Casas - Annual Review of Political Science, 2017 - annualreviews.org
Text has always been an important data source in political science. What has changed in
recent years is the feasibility of investigating large amounts of text quantitatively. The internet …

Data ex machina: introduction to big data

D Lazer, J Radford - Annual Review of Sociology, 2017 - annualreviews.org
Social life increasingly occurs in digital environments and continues to be mediated by
digital systems. Big data represents the data being generated by the digitization of social life …

Integrating survey data and digital trace data: Key issues in develo** an emerging field

S Stier, J Breuer, P Siegers… - Social Science …, 2020 - journals.sagepub.com
While survey research has been at the heart of social science for decades and social
scientific research with digital trace data has been growing rapidly in the last few years, until …

Synthetic replacements for human survey data? the perils of large language models

J Bisbee, JD Clinton, C Dorff, B Kenkel… - Political Analysis, 2024 - cambridge.org
Large language models (LLMs) offer new research possibilities for social scientists, but their
potential as “synthetic data” is still largely unknown. In this paper, we investigate how …

Fake news on Twitter during the 2016 US presidential election

N Grinberg, K Joseph, L Friedland, B Swire-Thompson… - Science, 2019 - science.org
The spread of fake news on social media became a public concern in the United States after
the 2016 presidential election. We examined exposure to and sharing of fake news by …

How the news media activate public expression and influence national agendas

G King, B Schneer, A White - Science, 2017 - science.org
We demonstrate that exposure to the news media causes Americans to take public stands
on specific issues, join national policy conversations, and express themselves publicly—all …

“Born for a storm”: Hard-right social media and civil unrest

D Karell, A Linke, E Holland… - American sociological …, 2023 - journals.sagepub.com
Does activity on hard-right social media lead to hard-right civil unrest? If so, why? We
created a spatial panel dataset comprising hard-right social media use and incidents of …

The effects of Airbnb's price positioning on hotel performance

KL **e, L Kwok - International Journal of Hospitality Management, 2017 - Elsevier
This study examined the relationship between the price positioning of Airbnb listings,
measured in price difference between a hotel property and the nearby Airbnb listings as well …

[HTML][HTML] Big data analytics and international negotiations: Sentiment analysis of Brexit negotiating outcomes

E Georgiadou, S Angelopoulos, H Drake - International Journal of …, 2020 - Elsevier
Abstract We introduce Big Data Analytics (BDA) and Sentiment Analysis (SA) to the study of
international negotiations, through an application to the case of the UK-EU Brexit …

Validation of Twitter opinion trends with national polling aggregates: Hillary Clinton vs Donald Trump

A Bovet, F Morone, HA Makse - Scientific reports, 2018 - nature.com
Measuring and forecasting opinion trends from real-time social media is a long-standing
goal of big-data analytics. Despite the large amount of work addressing this question, there …