Stack Exchange — ja.stackoverflow.com

A Stack Exchange (ja.stackoverflow.com) dataset of 11,176 users, 23,490 answer-collaboration edges, 31,119 questions, 36,454 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 ja.stackoverflow.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#Localized site#Programming#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 11,176 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

11.2K
Nodes
23.5K
Edges
1.88e-04
Density
364
Components
-0.1235
Assortativity
0.3%
Reciprocity
6.2K
Bridges
Most central nodes
78860.01879
7540.01539
52460.01047
72320.00975
91490.00957
32710.00931
90080.00859
225650.00796
85930.0077
39250.00716
Content metrics

67,573 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.2 ± 1.89
min -10max 47
view countμ 807.876 ± 3.7K
min 0max 360.4K
answer countavg 0.54 / 10
0std 0.8010
comment countμ 1.121 ± 1.89
min 0max 62
12.7
Flesch–Kincaid grade
US school grade level
30.5
Automated readability index
Frequent terms
varclassdivfunctionnameselfreturnstringintnewandroidampdatajavapublichtmlimportlettextendquottypetruevalueerrorfromfilevoidonslibappphpscriptfalsetestsrcwidthstyleprintnulllistitemfuncuserhogebuttonviewelsesystemmain
Topic clusters

Topic 0

lib
ruby
gem
end
rail
def
require
bundle

Topic 1

select
sql
table
insert
mysql
echo
null
value

Topic 2

var
function
year
code
month
jquery
javascript
return

Topic 3

int
char
const
include
amp
class
void
struct

Topic 4

httpd
google
err
socket
websocket
api
tcp
openssl

Topic 5

android
unresolved
app
kotlin
reference
compile
mainactivity
date

Topic 6

list
item
template
tabbar
page
ons
button
toolbar

Topic 7

例えば
ありがとうございました
そこで
正規表現
ary
こんにちは
どうすればいいでしょうか
ifndef

Topic 8

を入力
prev
target
ver
スレッドb
変換後
変換前
に対応

Topic 9

csv
filename
test
end
file
text
row
def

Topic 10

color
font
grey
border
solid
background
html
var

Topic 11

xcode
ios
iphone
build
ipad
documents
shiratsu
pod
Show all 30 topics

Topic 12

python
pip
fmt
import
package
line
file
local

Topic 13

git
commit
master
checkout
branch
add
github
push

Topic 14

windows
gnuradio
linux
apt
sudo
phone
アプリ
ストア

Topic 15

php
error
yahoo
address
line
mamp
encoding
feb

Topic 16

gameobject
unity
float
audio
noerr
public
void
new

Topic 17

cell
indexpath
tableview
uitableviewcell
uitableview
nsindexpath
collectionview
forindexpath

Topic 18

echo
grep
bash
shell
cat
xargs
pwd
dir

Topic 19

func
viewcontroller
uiviewcontroller
let
override
nil
animate
completion

Topic 20

と書けます
content
moji
wikipedia
redo
ですから
bar
asc

Topic 21

monaca
sql
feedurl
var
appc
onsen
sub
function

Topic 22

android
fragment
public
activity
view
import
void
private

Topic 23

facebook
twitter
api
tweet
love
void
login
instagram

Topic 24

system
intptr
visual
ref
studio
public
windows
private

Topic 25

let
nil
error
nserror
func
nsstring
nsdictionary
request

Topic 26

npm
gulp
chef
cookbook
react
install
err
remote

Topic 27

json
datum
datatype
success
row
ajax
function
post

Topic 28

jun
ssh
vagrant
user
default
port
machine
connection

Topic 29

raspberry
pin
dnc
model
gpl
rpi
ground
general
Top hashtags
#include1.2K
#define316
#import216
#pragma142
#fff138
#selector132
#0130
#endif114
#196
#index94
#content83
#ffffff75
#if75
#ccc73
#ff000072
#99968
#banner66
#nav62
#3450
#list49

Sampled: text metrics from 50K of 176K records; topic model from 20K.

Record

Catalog key
stackexchange-ja-stackoverflow-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
176,024
Nodes
11,176
Edges
23,490 (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
ja
Collected
2014/2024 (2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
East Asia (inferred: from the language of the data)

Provenance

Originally published at
https://archive.org/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 77.0 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 — ja.stackoverflow.com [Data set]. https://stackexchange-ja-stackoverflow-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 — ja.stackoverflow.com. 2025, stackexchange-ja-stackoverflow-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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