Stack Exchange — drupal.stackexchange.com

A Stack Exchange (drupal.stackexchange.com) dataset of 24,802 users, 83,917 answer-collaboration edges, 87,691 questions, 114,123 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 drupal.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..

#Cms#Drupal#Expertise network#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 24,802 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

24.8K
Nodes
83.9K
Edges
1.36e-04
Density
284
Components
-0.1017
Assortativity
0.7%
Reciprocity
11.6K
Bridges
Most central nodes
51470.01839
13520.01359
125850.01141
7640.00899
72120.00883
16060.00702
570.00702
24070.00698
14410.00649
14710.00629
Content metrics

201,814 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.619 ± 3.67
min -10max 169
view countμ 591.287 ± 2.8K
min 0max 231.7K
answer countμ 0.566 ± 0.943
min 0max 21
comment countμ 1.235 ± 2
min 0max 33
9.4
Flesch–Kincaid grade
US school grade level
10.9
Automated readability index
Frequent terms
nodemoduledrupalcontentpageformfieldarrayuserusetypefunctionphpviewlikewantaddfileviewscodeneedfieldssitecreatewaythemeampvaluedisplaytitlecustomblocksetmenunewmodulesusersdatadefaultexamplenodesreturnaccesslinkurlimagepathtemplateedittaxonomy
Topic clusters

Topic 0

menu
item
tab
link
main
block
primary
active

Topic 1

ajax
jquery
javascript
overlay
form
callback
function
wrapper

Topic 2

product
commerce
ubercart
payment
cart
price
order
shipping

Topic 3

cck
field
value
node
type
option
content
formatter

Topic 4

date
calendar
event
day
timezone
month
time
zone

Topic 5

language
translation
translate
english
multilingual
spanish
string
french

Topic 6

theme
function
preprocess
template
color
file
zen
override

Topic 7

drush
command
git
repository
site
run
version
sync

Topic 8

comment
node
author
delete
approval
post
disable
form

Topic 9

node
reference
title
field
type
blog
content
nid

Topic 10

role
permission
user
administrator
profile
access
assign
admin

Topic 11

expose
filter
view
search
exposed
option
block
result
Show all 67 topics

Topic 12

form
submit
handler
element
validation
button
value
api

Topic 13

ckeditor
wysiwyg
format
editor
input
text
plain
html

Topic 14

group
organic
groups
workbench
member
audience
user
agency

Topic 15

type
field
content
create
value
select
instance
new

Topic 16

alias
pathauto
path
pattern
token
aliases
node
redirect

Topic 17

panel
panels
pager
pane
context
layout
page
view

Topic 18

domain
site
multisite
subdomain
multi
directory
folder
installation

Topic 19

callback
argument
access
return
page
function
title
path

Topic 20

location
map
gmap
address
openlayers
marker
country
geofield

Topic 21

access
permission
node
content
user
publish
role
anonymous

Topic 22

argument
view
pass
result
program
arguments
args
display

Topic 23

solr
search
apache
index
apachesolr
facet
integration
result

Topic 24

datum
null
database
feature
schema
export
table
description

Topic 25

upload
file
filefield
uploaded
private
imce
image
sources

Topic 26

drupal
class
php
error
line
question
site
module

Topic 27

cache
varnish
boost
caching
clear
apc
static
performance

Topic 28

term
vocabulary
taxonomy
vid
parent
hierarchy
associate
alpha

Topic 29

region
block
footer
theme
sidebar
define
print
content

Topic 30

login
log
user
redirect
anonymous
logintoboggan
username
destination

Topic 31

email
account
mail
user
registration
username
address
send

Topic 32

webform
email
submission
form
submit
component
contact
user

Topic 33

server
iis
file
local
apache
chmod
site
migrate

Topic 34

block
page
display
view
visibility
node
link
create

Topic 35

video
youtube
media
embed
player
medium
vimeo
play

Topic 36

template
suggestion
theme
file
print
override
copy
folder

Topic 37

image
style
thumbnail
gallery
crop
height
width
upload

Topic 38

join
query
left
result
desc
table
return
select

Topic 39

search
index
result
indexing
engine
keyword
api
server

Topic 40

argument
answer
num
problem
try
look
help
couple

Topic 41

update
version
release
drupal
run
stable
upgrade
module

Topic 42

cron
batch
run
queue
task
operation
crontab
minute

Topic 43

weight
module
desc
change
order
adjust
high
look

Topic 44

email
send
rule
mail
rules
action
trigger
event

Topic 45

openid
oauth
login
facebook
authentication
account
ldap
log

Topic 46

vote
fivestar
review
rating
voting
average
product
rate

Topic 47

term
taxonomy
child
filter
blah
view
parent
contextual

Topic 48

code
constant
follow
spell
const
output
underscore
function

Topic 49

migrate
migration
import
export
drupal
site
script
wordpress

Topic 50

apc
memory
performance
slow
cache
server
time
execution

Topic 51

block
delta
context
return
case
dashboard
module
break

Topic 52

hide
css
field
form
label
edit
node
value

Topic 53

rss
feed
view
icon
display
create
certain
attach

Topic 54

newsletter
simplenews
mailchimp
email
subscribe
send
mailing
mail

Topic 55

breadcrumb
breadcrumbs
trail
menu
page
home
current
title

Topic 56

uninstall
module
uninstalled
remove
performance
disable
table
disabled

Topic 57

hook
implement
module
file
implementation
invoke
class
drupal

Topic 58

entityfieldquery
query
entity
example
result
sql
value
field

Topic 59

contextual
filter
path
view
filters
value
context
definition

Topic 60

flag
rules
workflow
flags
module
action
user
unflag

Topic 61

feed
feeds
import
importer
parser
xpath
source
xml

Topic 62

slideshow
slider
slide
image
views
view
display
cycle

Topic 63

innodb
mysql
myisam
lock
table
engine
transaction
slave

Topic 64

mobile
device
theme
jquery
desktop
jquerymobile
site
version

Topic 65

entity
bundle
api
controller
true
class
fieldable
label

Topic 66

suite
mode
attachment
display
view
node
render
different
Top hashtags
#type1.6K
#title973
#value736
#default_value628
#options455
#attributes371
#ajax321
#required314
#submit294
#markup291
#prefix270
#weight262
#suffix255
#description254
#theme218
#size185
#comment172
#access169
#validate162
#node157

Sampled: text metrics from 50K of 540.3K records; topic model from 20K.

Record

Catalog key
stackexchange-drupal-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
540,336
Nodes
24,802
Edges
83,917 (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, 170.4 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 — drupal.stackexchange.com [Data set]. https://stackexchange-drupal-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 — drupal.stackexchange.com. 2025, stackexchange-drupal-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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