Stack Exchange — cs.stackexchange.com

A Stack Exchange (cs.stackexchange.com) dataset of 24,745 users, 45,645 answer-collaboration edges, 48,390 questions, 56,255 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 cs.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..

#Computer science#Expertise network#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 24,745 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

24.7K
Nodes
45.6K
Edges
7.45e-05
Density
473
Components
-0.1398
Assortativity
0.3%
Reciprocity
14.3K
Bridges
Most central nodes
3360.00485
566870.00432
7550.00339
13420.00331
98640.00295
126230.00263
980.00259
49110.00234
492610.0021
170400.00206
Content metrics

104,645 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.779 ± 6.363
min -12max 462
view countμ 560.005 ± 3.7K
min 0max 347.9K
answer countμ 0.538 ± 0.912
min 0max 32
comment countμ 1.871 ± 2.546
min 0max 45
10.1
Flesch–Kincaid grade
US school grade level
11.0
Automated readability index
Frequent terms
problemtimealgorithmnumbersetlanguageampexampleusegivencasefindlikefunctionquestionwayinputgraphknowlogneedletstatemachinedatarightpossibletreeregularanswertextwantdifferentvaluesizelanguagesturingsolutiondoncomplexityfollowingleftalgorithmsstringlengthnonordernodepolynomialend
Topic clusters

Topic 0

edge
path
graph
vertex
node
cycle
weight
short

Topic 1

tree
node
hash
structure
element
height
binary
child

Topic 2

element
sort
array
list
number
algorithm
time
case

Topic 3

type
language
programming
program
function
lambda
code
calculus

Topic 4

image
network
learning
neural
classifier
datum
training
feature

Topic 5

grammar
production
parse
rule
terminal
generate
context
language

Topic 6

state
dfa
nfa
accept
transition
expression
automaton
regular

Topic 7

sat
clause
formula
variable
literal
solver
assignment
problem

Topic 8

polynomial
problem
reduction
complete
time
hard
algorithm
reduce

Topic 9

language
machine
halt
decidable
ture
enumerable
accept
undecidable

Topic 10

memory
cache
page
address
instruction
register
cpu
access

Topic 11

computer
science
book
good
course
programming
theory
student
Show all 23 topics

Topic 12

function
notation
constant
big
asymptotic
bind
definition
grow

Topic 13

complexity
multiplication
prime
test
time
compute
number
algorithm

Topic 14

tile
point
polygon
wire
line
square
rectangle
convex

Topic 15

thread
parallel
job
process
kernel
interrupt
computing
scheduling

Topic 16

clique
graph
vertex
independent
matching
problem
set
bipartite

Topic 17

regular
free
language
context
complement
close
cfl
closure

Topic 18

lemma
pumping
pump
regular
language
string
context
free

Topic 19

recurrence
master
theorem
relation
solve
method
equation
case

Topic 20

optimization
problem
set
linear
solution
cover
algorithm
constraint

Topic 21

game
player
win
strategy
play
card
position
chess

Topic 22

tape
machine
ture
state
symbol
head
simulate
input
Top hashtags
#39355
#p165
#1145
#290
#include55
#sat52
#347
#_b45
#_a41
#define34
#a26
#print25
#c23
#021
#y21
#v20
#419
#b19
#x18
#f17

Sampled: text metrics from 50K of 350K records; topic model from 20K.

Record

Catalog key
stackexchange-cs-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
349,972
Nodes
24,745
Edges
45,645 (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, 124.9 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 — cs.stackexchange.com [Data set]. https://stackexchange-cs-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 — cs.stackexchange.com. 2025, stackexchange-cs-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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