Stack Exchange — unix.stackexchange.com

A Stack Exchange (unix.stackexchange.com) dataset of 124,093 users, 280,381 answer-collaboration edges, 238,249 questions, 351,325 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 unix.stackexchange.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#Unix

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 124,093 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

124.1K
Nodes
280.4K
Edges
1.82e-05
Density
3.6K
Components
-0.09261
Assortativity
0.2%
Reciprocity
69.4K
Bridges
Most central nodes
6740.00778
430070.00445
69600.00421
56140.00363
113180.00355
2372980.00312
6880.00311
36450.00272
45310.0027
290.00255
Content metrics

589,574 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 4.376 ± 20.262
min -38max 2.4K
view countμ 2.6K ± 24.4K
min 0max 4.8M
answer countμ 0.596 ± 1.145
min 0max 63
comment countμ 1.686 ± 2.486
min 0max 58
8.6
Flesch–Kincaid grade
US school grade level
9.6
Automated readability index
Frequent terms
fileusecommandlikelinuxfilessystemwantlineuserneedetcrunrootdirectorywayfindsetservershelldevscriptdonkernelechoinstalltimebashworkoutputrunningampusrsshbinprocessexampleknownewubuntureadhomepathpackagegreptrydatadefaulterrorversion
Topic clusters

Topic 0

pdf
image
convert
imagemagick
gimp
page
tool
document

Topic 1

gnome
window
kde
keyboard
key
manager
desktop
panel

Topic 2

package
debian
install
apt
rpm
yum
instal
version

Topic 3

network
iptable
address
packet
connection
server
interface
port

Topic 4

shell
bash
echo
command
variable
zsh
alias
script

Topic 5

kernel
memory
process
linux
system
interrupt
module
driver

Topic 6

awk
grep
print
line
perl
sort
match
file

Topic 7

partition
disk
drive
filesystem
datum
size
sector
block

Topic 8

ssh
server
key
sftp
remote
password
agent
host

Topic 9

driver
linux
card
nvidia
distro
distribution
module
support

Topic 10

vim
emacs
mode
editor
cursor
line
text
use

Topic 11

directory
find
file
match
filename
delete
command
dir
Show all 17 topics

Topic 12

sudo
password
root
user
sudoer
run
passwd
command

Topic 13

mount
device
udev
filesystem
point
drive
nfs
fstab

Topic 14

audio
video
sound
play
mplayer
ffmpeg
alsa
stream

Topic 15

screen
tmux
session
terminal
window
run
detach
command

Topic 16

mail
postfix
email
send
imap
server
sendmail
message
Top hashtags
#1219
#include213
#39120
#277
#define75
#068
#335
#421
#endif19
#s19
#i16
#if16
#1315
#1214
#514
#ab13
#b13
#don13
#files13
#g13

Sampled: text metrics from 50K of 1.8M records; topic model from 20K.

Record

Catalog key
stackexchange-unix-stackexchange-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
1,827,647
Nodes
124,093
Edges
280,381 (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
2008/2024 (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 unverified
Hosted copy
Mirrored on echo.directory on 2026-10-09, 673.2 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 — unix.stackexchange.com [Data set]. https://stackexchange-unix-stackexchange-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 — unix.stackexchange.com. 2025, stackexchange-unix-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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