From Data to Insight: Explaining Voting Behavior in the German and European Parliaments Using Shiny

This project investigates the voting patterns of members in the German Bundestag and the European Parliament through advanced data science techniques. By applying three different clustering algorithms to voting records and party affiliations sourced from various online platforms, the study aims to uncover voting blocs and informal alliances. The insights are visualized through a Shiny app intended for the general public, providing a user-friendly interface to explore these patterns. Additionally, the findings contribute to academic research by offering a deeper understanding of political alignment and behavior in legislative bodies.

Publication Details

Journal
PUBLISSO (German National Library of Medicine)
Published
2024-10-11
DOI
https://doi.org/10.4126/frl01-006488501
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

From Data to Insight: Explaining Voting Behavior in the German and European Parliaments Using Shiny

PUBLISSO (German National Library of Medicine)
Computational and Text Analysis Methods
article

From Data to Insight: Explaining Voting Behavior in the German and European Parliaments Using Shiny

article en

Abstract

This project investigates the voting patterns of members in the German Bundestag and the European Parliament through advanced data science techniques. By applying three different clustering algorithms to voting records and party affiliations sourced from various online platforms, the study aims to uncover voting blocs and informal alliances. The insights are visualized through a Shiny app intended for the general public, providing a user-friendly interface to explore these patterns. Additionally, the findings contribute to academic research by offering a deeper understanding of political alignment and behavior in legislative bodies.

PUBLISSO (German National Library of Medicine)
Peace, Justice and strong institutions
Openalex Percentile: Top 42%
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.

From Data to Insight: Explaining Voting Behavior in the German and European Parliaments Using Shiny · PUBLISSO (German National Library of Medicine) (2024) | TGRS Research Map | TGRS