[图书][B] Images as data for social science research: An introduction to convolutional neural nets for image classification
NW Williams, A Casas, JD Wilkerson - 2020 - cambridge.org
Images play a crucial role in shaping and reflecting political life. Digitization has vastly
increased the presence of such images in daily life, creating valuable new research …
increased the presence of such images in daily life, creating valuable new research …
How state and protester violence affect protest dynamics
ZC Steinert-Threlkeld, AM Chan… - The Journal of Politics, 2022 - journals.uchicago.edu
How do state and protester violence affect whether protests grow or shrink? Previous
research finds conflicting results for how violence affects protest dynamics. This article …
research finds conflicting results for how violence affects protest dynamics. This article …
An analysis of emotions and the prominence of positivity in# BlackLivesMatter tweets
Emotions are a central driving force of activism; they motivate participation in movements
and encourage sustained involvement. We use natural language processing techniques to …
and encourage sustained involvement. We use natural language processing techniques to …
Twitter as research data: Tools, costs, skill sets, and lessons learned
Scholars increasingly use Twitter data to study the life sciences and politics. However,
Twitter data collection tools often pose challenges for scholars who are unfamiliar with their …
Twitter data collection tools often pose challenges for scholars who are unfamiliar with their …
Weather to protest: The effect of black lives matter protests on the 2020 presidential election
B Klein Teeselink, G Melios - Available at SSRN 3809877, 2021 - papers.ssrn.com
Do mass mobilizations bring about social change? This paper explores this question by
studying the impact of the Black Lives Matter protests that erupted after George Floyd's death …
studying the impact of the Black Lives Matter protests that erupted after George Floyd's death …
Image clustering: An unsupervised approach to categorize visual data in social science research
Automated image analysis has received increasing attention in social scientific research, yet
existing scholarship has mostly covered the application of supervised learning to classify …
existing scholarship has mostly covered the application of supervised learning to classify …
The pervasive presence of Chinese government content on Douyin trending videos
As audiences have moved to digital media, so too have governments around the world.
While previous research has focused on how authoritarian regimes employ strategies such …
While previous research has focused on how authoritarian regimes employ strategies such …
Collective identity in collective action: evidence from the 2020 summer BLM protests
C Kann, S Hashash, Z Steinert-Threlkeld… - Frontiers in Political …, 2023 - frontiersin.org
Does collective identity drive protest participation? A long line of research argues that
collective identity can explain why protesters do not free ride and how specific movement …
collective identity can explain why protesters do not free ride and how specific movement …
“If we stayed at home, nothing would change”: gendered acts of citizenship from Mozambique and Pakistan
A Khan, K Taela - International Feminist Journal of Politics, 2023 - Taylor & Francis
This article investigates how women emerged as political subjects through protests in two
post-colonial contexts: the Hazara women's protests in Pakistan against ethno-sectarian …
post-colonial contexts: the Hazara women's protests in Pakistan against ethno-sectarian …
Using Mobile Phone Data to Assess Socio-Economic Disparities in Unhealthy Food Reliance during the COVID-19 Pandemic
Background: Although COVID-19 has disproportionately affected socio-economically
vulnerable populations, research on its impact on socio-economic disparities in unhealthy …
vulnerable populations, research on its impact on socio-economic disparities in unhealthy …