Stack Exchange — sitecore.stackexchange.com

A Stack Exchange (sitecore.stackexchange.com) dataset of 3,237 users, 11,407 answer-collaboration edges, 12,980 questions, 16,210 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 sitecore.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#Expertise network#Sitecore#Stack exchange data dump

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,237 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.2K
Nodes
11.4K
Edges
1.09e-03
Density
29
Components
-0.1101
Assortativity
2.0%
Reciprocity
1.3K
Bridges
Most central nodes
12330.03894
1370.02781
2620.02658
3160.01916
4320.01731
2150.017
900.01669
3390.01607
2370.01514
12780.01483
Content metrics

29,190 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.487 ± 3.615
min -11max 116
view countμ 356.083 ± 1.2K
min 0max 47.7K
answer countμ 0.555 ± 0.886
min 0max 12
comment countμ 1.295 ± 1.989
min 0max 22
10.7
Flesch–Kincaid grade
US school grade level
13.1
Automated readability index
Frequent terms
sitecorequotitemsystemstringnewdatafielderrorcontentwebusetypevalueitemspagesiteneedaddsetlikecodefilecustomconfigurationconfigdatabasepublicversionuservarobjectampcreatecontextserversearchtrueissueclassrenderingsolrpathpipelinesfieldsindexargsexceptionreturnupdate
Topic clusters

Topic 0

package
sitecore
upgrade
tds
file
version
update
project

Topic 1

sxa
component
page
design
theme
variant
rendering
site

Topic 2

publish
publishing
item
target
database
event
task
sitecore

Topic 3

wffm
form
action
submit
save
field
forms
email

Topic 4

pipeline
route
container
public
processor
redirect
controller
sitecore

Topic 5

template
field
item
branch
value
standard
text
rich

Topic 6

mongodb
analytic
aggregation
datum
xdb
mongo
database
reporting

Topic 7

language
version
fallback
english
site
item
content
context

Topic 8

commerce
catalog
plugin
cart
engine
error
install
sitecoreconfiguration

Topic 9

profile
pattern
goal
card
tracker
visitor
page
visit

Topic 10

rendering
render
datasource
controller
model
layout
mvc
var

Topic 11

email
exm
list
send
message
campaign
contact
dispatch
Show all 30 topics

Topic 12

azure
sql
deployment
database
microsoft
deploy
paas
server

Topic 13

button
editor
experience
command
content
edit
ribbon
webedit

Topic 14

medium
image
upload
media
library
file
resource
dianoga

Topic 15

cache
prefetch
clear
caching
size
vary
page
sitecore

Topic 16

item
powershell
script
spe
bucket
row
extensions
childitem

Topic 17

role
user
access
security
password
permission
assign
read

Topic 18

contentsearch
luceneprovider
index
solr
solrprovider
field
lucene
search

Topic 19

glass
mapper
model
public
line
class
map
virtual

Topic 20

solr
contentsearch
solrprovider
core
index
instance
solrnet
service

Topic 21

jss
app
component
javascriptservice
react
angular
viewengine
vue

Topic 22

project
habitat
helix
foundation
layer
feature
module
solution

Topic 23

contact
facet
session
tracker
contactmanager
identifier
current
xconnect

Topic 24

authentication
owin
user
login
identity
domain
sitecore
security

Topic 25

xconnect
certificate
system
runtime
throw
client
exception
xdb

Topic 26

coveo
result
search
index
query
web
searchprovider
security

Topic 27

placeholder
dynamic
rendering
key
add
component
render
layout

Topic 28

unicorn
sync
serialization
info
feature
item
serialized
file

Topic 29

workflow
state
item
approve
workbox
content
version
draft
Top hashtags
#2142
#39125
#1117
#095
#387
#1164
#764
#endregion58
#install58
#region57
#555
#453
#946
#here44
#sitecore42
#if41
#640
#x000a39
#x000d39
#exception36

Sampled: text metrics from 50K of 81K records; topic model from 20K.

Record

Catalog key
stackexchange-sitecore-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
80,982
Nodes
3,237
Edges
11,407 (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
2016/2024 (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, 28.3 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 — sitecore.stackexchange.com [Data set]. https://stackexchange-sitecore-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 — sitecore.stackexchange.com. 2025, stackexchange-sitecore-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →