Stack Exchange — meta.stackexchange.com

A Stack Exchange (meta.stackexchange.com) dataset of 27,034 users, 108,639 answer-collaboration edges, 99,770 questions, 150,180 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 meta.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#Meta discussion#Platform governance#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 27,034 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

27K
Nodes
108.6K
Edges
1.49e-04
Density
164
Components
-0.1611
Assortativity
5.9%
Reciprocity
12.2K
Bridges
Most central nodes
10.02438
8110.01258
1381120.01047
171740.0101
2843360.00991
224590.00984
9363160.00928
1528590.00917
14380.0091
12880.00847
Content metrics

249,950 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 8.814 ± 30.65
min -1.8Kmax 2.8K
view countμ 226.42 ± 3.7K
min 0max 750.3K
answer countμ 0.601 ± 2.565
min 0max 623
comment countμ 3.197 ± 4.697
min 0max 197
8.5
Flesch–Kincaid grade
US school grade level
9.2
Automated readability index
Frequent terms
questionquestionsansweranswerslikepeopledonthinkusersiteusersreppoststacktimereputationwaygoodoverflowtagtagsnewpagevoteusevoteseditknowcommunitywantcommentproblemcommentsstackoverflowcodequotsearchlinkfindmetadoesnsitesworkneedaskclosesystempostspossiblebetter
Topic clusters

Topic 0

tag
interesting
ignore
question
list
search
tags
page

Topic 1

badge
award
earn
gold
silver
answer
beta
tag

Topic 2

vote
answer
close
question
upvote
delete
accept
good

Topic 3

downvote
vote
answer
comment
upvote
voting
people
wrong

Topic 4

flag
moderator
offensive
attention
comment
spam
post
question

Topic 5

code
markdown
link
space
character
block
text
editor

Topic 6

programming
question
learn
programmer
problem
ask
code
relate

Topic 7

recent
activity
sort
date
favorite
time
zone
utc

Topic 8

stack
overflow
flair
stackoverflow
image
host
use
site

Topic 9

reputation
rep
answer
people
user
point
system
trust

Topic 10

answer
accept
question
good
ask
accepted
response
post

Topic 11

jon
skeet
write
jonskeet
universe
code
know
invent
Show all 28 topics

Topic 12

reputation
rep
cap
day
limit
gain
graph
point

Topic 13

podcast
joel
jeff
listen
employer
meme
atwood
like

Topic 14

search
google
result
word
keyword
find
term
use

Topic 15

bounty
award
answer
accept
offer
start
question
day

Topic 16

migrate
migration
site
question
close
destination
belong
moderator

Topic 17

license
source
open
free
code
copyright
business
software

Topic 18

greasemonkey
var
function
script
firefox
font
firebug
letsjquery

Topic 19

openid
account
log
login
provider
google
password
associate

Topic 20

duplicate
close
question
merge
exact
ask
closed
target

Topic 21

comment
answer
notification
notify
etiquette
question
reply
add

Topic 22

sticker
profile
user
site
copy
meta
account
update

Topic 23

dump
datum
data
linkedin
database
import
available
month

Topic 24

server
fault
super
serverfault
superuser
site
user
hardware

Topic 25

feed
rss
subscribe
pipe
tag
reader
yahoo
recent

Topic 26

wiki
community
post
author
edit
question
original
convert

Topic 27

page
pagination
tab
list
button
filter
scroll
click
Top hashtags
#39203
#1118
#2116
#821295
#366
#429
#sort27
#9623
#include22
#tab21
#t19
#ff5f5f15
#hlinks15
#514
#attributes14
#comment12
#6011
#c6c6c611
#questions11
#devdays10

Sampled: text metrics from 50K of 1.2M records; topic model from 20K.

Record

Catalog key
stackexchange-meta-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
1,150,780
Nodes
27,034
Edges
108,639 (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 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 425.4 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{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 — meta.stackexchange.com [Data set]. https://stackexchange-meta-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 — meta.stackexchange.com. 2025, stackexchange-meta-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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