Stack Exchange — expressionengine.stackexchange.com

A Stack Exchange (expressionengine.stackexchange.com) dataset of 3,223 users, 11,592 answer-collaboration edges, 12,477 questions, 16,369 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 expressionengine.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..

#Content management system#Expressionengine#Reputation#Stack exchange data dump#Web development

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,223 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.2K
Nodes
11.6K
Edges
1.12e-03
Density
27
Components
-0.1558
Assortativity
1.1%
Reciprocity
1.4K
Bridges
Most central nodes
3240.04904
6360.03011
50.02421
2580.0239
150.02204
4510.02079
1590.01831
31390.01738
4360.01583
4340.0149
Content metrics

28,846 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.318 ± 2.036
min -6max 60
view countμ 130.882 ± 733.063
min 0max 74.5K
answer countμ 0.568 ± 0.869
min 0max 13
comment countμ 1.101 ± 1.767
min 0max 28
9.8
Flesch–Kincaid grade
US school grade level
11.9
Automated readability index
Frequent terms
expchannelentriesclassfielddivusephptemplatestashlikeformpagesiteentryaddsetneedvaluecodetitleerrorfiletagdataurltypesearchwaywantworkinputoptioncategoryentry_idfieldscategoriesemailnewstorelabelyescontenttextampmemberuserthanksissueconfig
Topic clusters

Topic 0

asset
upload
image
file
folder
assets
directory
thumbnail

Topic 1

matrix
row
field
column
playa
cell
image
table

Topic 2

playa
relationship
parent
child
entry
channel
field
exp

Topic 3

stash
exp
set
parse
entry
embed
channel
tag

Topic 4

wygwam
ckeditor
editor
text
field
image
style
button

Topic 5

product
cart
price
cartthrob
modifier
item
tax
store

Topic 6

safecracker
form
field
submit
registration
member
edit
entry

Topic 7

datum
import
table
csv
array
database
data
xml

Topic 8

category
channel
entry
child
parent
group
assign
display

Topic 9

channel
switchee
entry
exp
tag
case
conditional
ifelse

Topic 10

shipping
store
expresso
resso
country
ups
rule
cart

Topic 11

email
send
postmaster
freemember
smtp
member
profile
notification
Show all 33 topics

Topic 12

expressionengine
git
production
site
file
directory
theme
server

Topic 13

paypal
payment
gateway
store
checkout
stripe
order
card

Topic 14

search
result
low
parameter
filter
keyword
form
tag

Topic 15

rewritecond
rewriterule
redirect
rewriteengine
htaccess
rewrite
remove
subdomain

Topic 16

template
structure
page
nav
group
pages
strict
navigation

Topic 17

parse
variable
conditional
global
early
order
tag
quote

Topic 18

password
login
cooky
session
log
cookie
reset
user

Topic 19

embed
template
entry
channel
snippet
page
exp
tag

Topic 20

bug
upgrade
fix
version
update
release
late
issue

Topic 21

freeform
form
email
pro
recipient
notification
field
send

Topic 22

msm
site
domain
manager
installation
subdomain
setup
run

Topic 23

date
time
format
dst
year
timezone
localization
timestamp

Topic 24

comment
disqus
try
parameter
work
think
look
answer

Topic 25

pagination
paginate
page
link
entry
channel
result
segment

Topic 26

language
twitter
transcribe
english
french
multi
multilingual
translation

Topic 27

calendar
event
cal
month
occurrence
solspace
date
day

Topic 28

error
filename
line
severity
number
encounter
message
php

Topic 29

cache
css
template
caching
static
clear
page
file

Topic 30

server
error
php
memory
log
host
site
file

Topic 31

member
group
access
edit
permission
admin
delete
band

Topic 32

map
maps
marker
google
gmap
plot
location
var
Top hashtags
#2117
#1116
#12379
#358
#037
#email37
#436
#533
#checkout_submit29
#3928
#625
#publishform20
#719
#confirmation18
#form17
#108616
#12516
#categories16
#search16
#4315

Sampled: text metrics from 50K of 73.9K records; topic model from 20K.

Record

Catalog key
stackexchange-expressionengine-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
73,908
Nodes
3,223
Edges
11,592 (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
2012/2024 (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, 20.7 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 — expressionengine.stackexchange.com [Data set]. https://stackexchange-expressionengine-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 — expressionengine.stackexchange.com. 2025, stackexchange-expressionengine-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →