Stack Exchange — askubuntu.com

A Stack Exchange (askubuntu.com) dataset of 255,799 users, 434,011 answer-collaboration edges, 414,451 questions, 523,728 answers, collected by Stack Exchange, Inc. via the annual Stack Exchange Data Dump. Each record contains user nodes (reputation, badge counts, vote history), directed weighted edges (answerer→asker, weight=answer score, count=interactions, accepted=bool), post text, tag distribution. User collaboration network from askubuntu.com — directed weighted graph where edges represent knowledge-sharing relationships (A answered B's question), with edge weight reflecting answer quality. Enables prestige hierarchy, community detection, and expertise flow analysis.. Suitable for expertise network analysis, reputation systems, community detection, knowledge flow, PageRank-based authority ranking, Q&A platform dynamics..

#Expertise network#Linux#Reputation#Stack exchange data dump#Ubuntu

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 255,799 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

255.8K
Nodes
434K
Edges
6.63e-06
Density
13K
Components
-0.05344
Assortativity
0.3%
Reciprocity
161.4K
Bridges
Most central nodes
70350.00281
18590.00202
14710.00183
23900.0015
338330.00138
4490.00134
23310.00114
2350.00113
8140.0011
170410.00106
Content metrics

938,179 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 3.667 ± 20.672
min -38max 3K
view countμ 3.1K ± 34K
min 0max 7.7M
answer countμ 0.558 ± 1.114
min 0max 82
comment countμ 1.633 ± 2.519
min 0max 61
8.5
Flesch–Kincaid grade
US school grade level
9.3
Automated readability index
Frequent terms
ubuntuuseinstallfilelikesudosystemwantwindowsneedfilesrunaptetccommandworkgnomedesktopwayinstalleddonserversetproblempackagetrylinuxopenversionhomenewdefaultuserbootaddtimerunningfindusrknowsoftwareterminalupdatedevlineclickunitychangeerrorkernel
Topic clusters

Topic 0

wine
game
vim
pdf
file
editor
use
java

Topic 1

package
apt
update
maverick
kernel
upgrade
ppa
install

Topic 2

partition
mount
drive
boot
disk
grub
ubuntu
usb

Topic 3

gnome
window
unity
keyboard
setting
key
compiz
menu

Topic 4

ubuntu
bug
suspend
cpu
battery
laptop
power
report

Topic 5

video
music
rhythmbox
flash
player
banshee
play
vlc

Topic 6

network
wireless
connection
port
sep
storm
iptable
address

Topic 7

driver
nvidia
monitor
resolution
screen
card
graphic
ati

Topic 8

applet
indicator
mail
evolution
thunderbird
email
notification
clock

Topic 9

ssh
file
command
directory
bash
shell
user
script

Topic 10

mouse
touchpad
button
xinput
work
wacom
device
scroll

Topic 11

sound
audio
pulseaudio
alsa
volume
work
speaker
headphone
Show all 14 topics

Topic 12

virtualbox
vmware
guest
virtual
host
machine
dropbox
ubuntu

Topic 13

login
password
keyring
gdm
user
screen
account
change
Top hashtags
#39124
#196
#093
#285
#ubuntu42
#340
#include38
#small32
#431
#capital30
#option30
#525
#g22
#4220
#619
#define18
#ffff0015
#00ff0014
#3c3b3713
#713

Sampled: text metrics from 50K of 2.9M records; topic model from 20K.

Record

Catalog key
stackexchange-askubuntu-com
Authors
Stack Exchange, Inc.
Year
2025
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by post date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
2,893,750
Nodes
255,799
Edges
434,011 (directed)
Nodes are
user (Stack Exchange account)
Edges are
answer collaboration (A answered B's question)
Attributes
nodes have attributes; edges have attributes
Text corpus
question titles, post bodies, comment text, tag names
Languages
en
Collected
2009/2024 (2000s, 2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://archive.org/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 1,022.0 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{stackexchange_2025,
  title     = {Stack Exchange Data Dump},
  author    = {{Stack Exchange, Inc.}},
  year      = {2025},
  publisher = {Internet Archive},
  url       = {https://archive.org/download/stackexchange}
}

APA

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

Stack Exchange, Inc. (2025). Stack Exchange — askubuntu.com [Data set]. https://stackexchange-askubuntu-com.echo.directory/

MLA

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

Stack Exchange, Inc. Stack Exchange — askubuntu.com. 2025, stackexchange-askubuntu-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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