Violent Political Rhetoric in Congressional E-Newsletters

Recently, violent rhetoric and its use by political leaders in the United States has become a primary focus of elites, media, and researchers alike. This research unveils whether members of Congress use violent political rhetoric strategically in online communications, and if the rates at which they use it is consistent with intuitive and theoretical understanding. Using a dataset of Congressional e-newsletters from 2011 to 2020, I use a random forest classifier to predict the rates at which violent political rhetoric is used and analyze them over time and along party lines. I find that violent political rhetoric is prevalent among newsletters and has increased overtime in partial support of my theory, but that Democrats use it at greater rates than Republicans in contrast to what was postulated. These findings implicate our understanding of the role of violent rhetoric in politics as a driver of negative partisanship, polarization, and political violence.

Publication Details

Journal
Digital Archive @ GSU
Published
2024-08-30
DOI
https://doi.org/10.57709/hwc8-ec93
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Violent Political Rhetoric in Congressional E-Newsletters

Digital Archive @ GSU
Computational and Text Analysis Methods
article

Violent Political Rhetoric in Congressional E-Newsletters

article en

Abstract

Recently, violent rhetoric and its use by political leaders in the United States has become a primary focus of elites, media, and researchers alike. This research unveils whether members of Congress use violent political rhetoric strategically in online communications, and if the rates at which they use it is consistent with intuitive and theoretical understanding. Using a dataset of Congressional e-newsletters from 2011 to 2020, I use a random forest classifier to predict the rates at which violent political rhetoric is used and analyze them over time and along party lines. I find that violent political rhetoric is prevalent among newsletters and has increased overtime in partial support of my theory, but that Democrats use it at greater rates than Republicans in contrast to what was postulated. These findings implicate our understanding of the role of violent rhetoric in politics as a driver of negative partisanship, polarization, and political violence.

Digital Archive @ GSU
Peace, Justice and strong institutions
Openalex Percentile: Top 41%
Computational and Text Analysis Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Violent Political Rhetoric in Congressional E-Newsletters · Digital Archive @ GSU (2024) | TGRS Research Map | TGRS