Tsundoku: A Python toolkit for social network analysis

Tsundoku is a Python toolkit for analyzing social media data, focusing on text and network analysis. It offers user classification, bot detection, community identification, and topic modeling, with an active learning component to improve model accuracy. Tsundoku generates detailed reports with visualizations, making it accessible to researchers across disciplines. By streamlining the analysis pipeline from data collection to insight generation, Tsundoku helps researchers tackle the challenges of large-scale social media data analysis.

Authors

Institutions

Publication Details

Journal
SoftwareX
Published
2024-12-16
DOI
https://doi.org/10.1016/j.softx.2024.102008
Citations
1
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.28
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Tsundoku: A Python toolkit for social network analysis

Eduardo Graells-Garrido, Nicolás Acosta García, Andrés Carvallo
1 citations
SoftwareX
Complex Network Analysis Techniques
0.28
article

Tsundoku: A Python toolkit for social network analysis

Eduardo Graells-Garrido, Nicolás Acosta García, Andrés Carvallo
article en
1 citations

Abstract

Tsundoku is a Python toolkit for analyzing social media data, focusing on text and network analysis. It offers user classification, bot detection, community identification, and topic modeling, with an active learning component to improve model accuracy. Tsundoku generates detailed reports with visualizations, making it accessible to researchers across disciplines. By streamlining the analysis pipeline from data collection to insight generation, Tsundoku helps researchers tackle the challenges of large-scale social media data analysis.

SoftwareXVol. 29
Fundación Chile (CL), University of Chile (CL)
Reduced inequalities
Openalex Percentile: Top 42%
Complex Network Analysis Techniques
0.28
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.