Barrapunto Online Conversation Threads (Jan 2005–Dec 2007)

A Barrapunto (the Spanish Slashdot) dataset of 7,724 discussion threads, 2005-2007, from the Online Conversation Threads repository of Aragón et al. (ICWSM 2017): 172,132 nodes (articles and comments) and 169,825 comment-to-parent reply edges, with comment text, moderation scores, timestamps and thread depth. Suitable for online discourse analysis, conversation dynamics and hierarchical reply-tree structure.

#Comment moderation score#Discussion thread#Icwsm#Reply tree

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 172,132 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

172.1K
Nodes
169.8K
Edges
1.15e-05
Density
2.3K
Components
-0.07721
Assortativity
0.0%
Reciprocity
169.8K
Bridges
Most central nodes
article_12242340.00166
article_10592280.00061
article_09542520.00058
article_0012160.00054
article_00142450.00053
article_18322340.00053
article_08282470.00052
article_01532330.00051
article_10522260.00051
article_19222200.00051
Content metrics

193,285 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 0.873 ± 1.138
min -1max 5
timestampμ 1.1B ± 21.2M
min 1.1Bmax 1.2B
subscriber48.3% true
true 48.3%false 51.7%
10.6
Flesch–Kincaid grade
US school grade level
10.0
Automated readability index
Frequent terms
softwaregentelinuxlibrecosaswindowsañostiempocasoejemplotienesalguienmundoetctrabajocosaempresasistemapuedesproblemainternetdineroempresasformahasvidathetipotemaprogramaespañawebbarrapuntomicrosoftsegurofaltadigosgaeusuariopatentesideaveousuarioscasapuntoprogramasproblemaspagarpersonasderecho
Topic clusters

Topic 0

barrapunto
comentario
haber
leer
ver
decir
punto
troll

Topic 1

ingeniero
trabajo
empresa
carrera
universidad
año
trabajar
informático

Topic 2

adsl
servicio
precio
pagar
telefónica
ancho
internet
tener

Topic 3

linux
windows
usuario
sistema
programa
software
libre
aplicación

Topic 4

comentario
troll
leer
noticia
haber
firma
ver
idea

Topic 5

linux
windows
libre
funcionar
gnu
instalar
software
problema

Topic 6

nuclear
energía
velocidad
luz
central
tiempo
residuo
tierra

Topic 7

linux
firefox
windows
sistema
usuario
instalar
problema
funcionar

Topic 8

constitución
votar
europeo
europea
parlamento
país
consejo
gobierno

Topic 9

sgae
canon
gente
gobierno
cosa
autor
haber
ver

Topic 10

autor
copia
derecho
música
disco
canon
privado
pagar
Top hashtags
#120
#include17
#25130413
#0000ff12
#ff000012
#linux11
#define10
#1935057
#acepta5
#23
#2888423
#0000002
#2782
#72
#amor2
#comment2
#debian2
#defines2
#endif2
#ffffff2

Sampled: text metrics from 50K of 195.3K records; topic model from 20K.

Record

Catalog key
barrapunto-conversations
Authors
Gómez, Vicenç; Kaltenbrunner, Andreas; Laniado, David
Year
2008
Source paper
The Online Conversation Threads Repository (Slashdot, Barrapunto, Wikipedia Talk)
DOI / arXiv
10.5281/zenodo.165404
License
CC BY 4.0 (CC-BY-4.0)
Records
172,132
Nodes
172,132
Edges
169,825
Attributes
nodes have attributes; edges have no attributes
Languages
es
Collected
2005-01/2007-12 (2000s)
Tasks
From the graph: link prediction, community detection
Region
Spain · Europe (inferred: the platform is used mostly there)

Provenance

Originally published at
https://zenodo.org/records/165404 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 105.8 MB across 1 files. Checksums in MANIFEST.json.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@misc{https://doi.org/10.5281/zenodo.165404,
  doi       = {10.5281/ZENODO.165404},
  url       = {https://zenodo.org/record/165404},
  author    = {Gómez, Vicenç and Kaltenbrunner, Andreas and Laniado, David},
  keywords  = {Slashdot, Barrapunto, Wikipedia, Conversation threads},
  title     = {The Online Conversation Threads Repository (Slashdot, Barrapunto, Wikipedia Talk)},
  publisher = {Zenodo},
  year      = {2008},
  copyright = {Creative Commons Attribution 4.0}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Gómez, V., Kaltenbrunner, A., & Laniado, D. (2008). Barrapunto Online Conversation Threads (Jan 2005–Dec 2007) [Data set]. https://doi.org/10.5281/zenodo.165404

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Gómez, Vicenç, et al. Barrapunto Online Conversation Threads (Jan 2005–Dec 2007). 2008, doi.org/10.5281/zenodo.165404.

BibTeX · RIS · CSL-JSON

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