Stack Exchange — cstheory.stackexchange.com

A Stack Exchange (cstheory.stackexchange.com) dataset of 5,670 users, 13,474 answer-collaboration edges, 12,858 questions, 16,869 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 cstheory.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#Reputation#Stack exchange data dump#Theoretical computer science

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 5,670 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

5.7K
Nodes
13.5K
Edges
4.19e-04
Density
199
Components
-0.1127
Assortativity
3.4%
Reciprocity
3.1K
Bridges
Most central nodes
18120.0217
4950.02064
1860.01746
3440.01623
800.01588
1090.01446
8730.01411
1290.01376
2250.01358
1260.01341
Content metrics

29,727 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 7.262 ± 12.07
min -22max 623
view countμ 380.526 ± 2.7K
min 0max 202.5K
answer countμ 0.568 ± 1.542
min 0max 92
comment countμ 2.416 ± 3.346
min 0max 61
11.0
Flesch–Kincaid grade
US school grade level
12.2
Automated readability index
Frequent terms
problemtimealgorithmsetgraphquestionnumbercomplexitygivenfunctionpolynomialletlogprooflikecasepaperproblemsexamplesizefindtheoryknowcompleteknownanswerquotalgorithmsmathsfhardtypegraphswayuseinputamplanguagefollowingnonpossiblemathbbboundthinkmathcalvertexverticeslineartheoremedgefrac
Topic clusters

Topic 0

graph
vertex
edge
path
problem
set
node
algorithm

Topic 1

type
logic
proof
language
program
semantic
theory
calculus

Topic 2

paper
computer
research
science
conference
work
tcs
student

Topic 3

tree
element
structure
sort
time
datum
operation
node

Topic 4

language
regular
grammar
automata
context
dfa
expression
state

Topic 5

quantum
state
classical
qubit
computation
measurement
computing
computer

Topic 6

point
polygon
rectangle
convex
problem
distance
tsp
line

Topic 7

protocol
key
security
message
secure
random
function
encryption

Topic 8

problem
algorithm
linear
approximation
constraint
integer
programming
solution

Topic 9

matrix
polynomial
prime
algorithm
multiplication
integer
number
factor

Topic 10

circuit
gate
function
depth
size
boolean
input
compute

Topic 11

sat
clause
formula
variable
instance
cnf
assignment
problem
Show all 17 topics

Topic 12

machine
ture
halt
tape
input
time
state
language

Topic 13

game
player
win
equilibrium
play
strategy
nash
card

Topic 14

distribute
neural
parallel
model
processor
network
layer
failure

Topic 15

oracle
hierarchy
reduction
class
polynomial
theorem
problem
collapse

Topic 16

sample
bind
distribution
probability
bound
variable
chernoff
random
Top hashtags
#p955
#39898
#sat146
#1115
#296
#342
#w34
#monotone30
#3sat27
#csp20
#2sat12
#_12
#f12
#_w11
#knapsack11
#show11
#a10
#p_110
#x10
#3cnf9

Sampled: text metrics from 50K of 115.2K records; topic model from 20K.

Record

Catalog key
stackexchange-cstheory-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
115,168
Nodes
5,670
Edges
13,474 (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
2010/2024 (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, 42.8 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 — cstheory.stackexchange.com [Data set]. https://stackexchange-cstheory-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 — cstheory.stackexchange.com. 2025, stackexchange-cstheory-stackexchange-com.echo.directory/.

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