Slashdot Online Conversation Threads (Aug 2005–Aug 2006)

AnalyzedLargegraphtextSlashdotNewsSocial graph

A Slashdot dataset of 10,019 discussion threads, August 2005 to August 2006, from the Online Conversation Threads repository of Aragón et al. (ICWSM 2017): 2,084,864 nodes (articles and comments) and 2,075,611 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 tree#Conversation thread#Icwsm#Moderation score#Technology news

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,084,864 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2.1M
Nodes
2.1M
Edges
9.55e-07
Density
9.3K
Components
-0.08583
Assortativity
0.0%
Reciprocity
2.1M
Bridges
Most central nodes
article_14392320.00034
article_00122200.00028
article_1422430.00024
article_14592020.00021
article_13462550.0002
article_15272000.0002
article_15552030.0002
article_16442250.0002
article_0292570.00019
article_12252390.00019
Content metrics

2,075,611 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.615 ± 1.311
min -1max 5
timestampμ 1.1B ± 12.9M
min 0max 1.2B
subscriber3.5% true
true 3.5%false 96.5%
8.0
Flesch–Kincaid grade
US school grade level
8.7
Automated readability index
Frequent terms
peoplelikedonthinkusetimeknowwaynewgoodwantworklinuxrightneedgoingdoesnactuallysystemyearswindowsthingsmoneythingpointgamebettersoftwaremicrosoftsureisnfreelotgamesproblemreadlongfindopendidnprobablyworldgotfactsaidlookmaybegooglemeanlittle
Topic clusters

Topic 0

slashdot
food
post
coffee
eat
word
like
troll

Topic 1

game
patent
apple
phone
play
like
player
song

Topic 2

linux
kernel
windows
run
gnu
use
system
work

Topic 3

file
opera
flash
boot
use
firefox
office
grub

Topic 4

copyright
license
work
copy
people
movie
book
library

Topic 5

certification
cert
job
degree
know
hire
experience
test

Topic 6

orleans
hurricane
city
new
flood
water
build
sea

Topic 7

energy
water
ice
global
warming
fusion
earth
year

Topic 8

theory
science
evolution
scientific
paper
god
wrong
scientist

Topic 9

google
jabber
server
spam
mail
email
service
talk

Topic 10

war
china
country
nuke
people
iraq
government
bush
Top hashtags
#1103
#278
#322
#510
#48
#interdictor8
#define7
#include6
#iptables5
#s5
#103
#2283
#63
#73
#cockes3
#ffffff3
#gnu3
#more3
#service3
#z3

Sampled: text metrics from 50K of 2.1M records; topic model from 20K.

Record

Catalog key
slashdot-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
2,084,864
Nodes
2,084,864
Edges
2,075,611
Attributes
nodes have attributes; edges have no attributes
Languages
en
Collected
2005-08/2006-08 (2000s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://zenodo.org/records/165404 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 642.4 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). Slashdot Online Conversation Threads (Aug 2005–Aug 2006) [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. Slashdot Online Conversation Threads (Aug 2005–Aug 2006). 2008, doi.org/10.5281/zenodo.165404.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →