Stack Exchange — stats.stackexchange.com

A Stack Exchange (stats.stackexchange.com) dataset of 82,658 users, 181,080 answer-collaboration edges, 213,761 questions, 208,986 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 stats.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#Stack exchange data dump#Statistics

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 82,658 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

82.7K
Nodes
181.1K
Edges
2.65e-05
Density
1.6K
Components
-0.09232
Assortativity
0.4%
Reciprocity
46.3K
Bridges
Most central nodes
10050.00299
4086030.00265
2530.00264
91620.00232
289860.00215
124920.00208
1137770.002
27980.00188
536900.00185
50.00183
Content metrics

422,747 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 3.379 ± 10.205
min -59max 1.9K
view countμ 1.1K ± 9.1K
min 0max 1.7M
answer countμ 0.494 ± 0.949
min 0max 153
comment countμ 1.939 ± 2.733
min 0max 66
11.0
Flesch–Kincaid grade
US school grade level
11.8
Automated readability index
Frequent terms
datamodeltestusedistributiontimemeanlikeregressionvaluesamplevariablesvaluesfunctionvariablenumberquestiondifferentexamplewantfracrandomwayanalysissetprobabilitycaseproblemknowamperrorvarianceneedrightmodelslinearthinkgoodstandardgivendonestimatefindmatrixfitnormalresultsseriesanswersize
Topic clusters

Topic 0

model
regression
effect
variable
test
group
datum
anova

Topic 1

plot
datum
graph
function
use
axis
line
like

Topic 2

distribution
mean
normal
function
cdf
value
random
probability

Topic 3

series
time
datum
forecast
model
trend
arima
period

Topic 4

probability
hypothesis
null
bayesian
value
coin
frequentist
number

Topic 5

feature
class
validation
classifier
cross
model
training
tree

Topic 6

statistic
book
statistical
statistics
student
good
course
statistician

Topic 7

package
python
datum
mining
code
use
work
like

Topic 8

matrix
pca
component
principal
factor
eigenvalue
covariance
analysis

Topic 9

cluster
distance
clustering
matrix
algorithm
point
datum
method

Topic 10

interval
population
confidence
sample
mean
variance
true
distribution
Top hashtags
#39915
#1152
#2137
#plot64
#361
#generate56
#the50
#create45
#fit43
#i35
#this26
#build23
#calculate23
#make23
#add22
#compute21
#load21
#a20
#use20
#get19

Sampled: text metrics from 50K of 1.5M records; topic model from 20K.

Record

Catalog key
stackexchange-stats-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
1,460,188
Nodes
82,658
Edges
181,080 (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, 568.9 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 — stats.stackexchange.com [Data set]. https://stackexchange-stats-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 — stats.stackexchange.com. 2025, stackexchange-stats-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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