Stack Exchange — french.stackexchange.com

A Stack Exchange (french.stackexchange.com) dataset of 6,339 users, 16,570 answer-collaboration edges, 13,493 questions, 27,485 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 french.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#French language#Language learning#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 6,339 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

6.3K
Nodes
16.6K
Edges
4.12e-04
Density
49
Components
-0.175
Assortativity
1.7%
Reciprocity
3.1K
Bridges
Most central nodes
104160.05538
9490.04512
160200.04134
80.02509
115500.02098
8390.01609
77810.01594
61600.01562
17080.01373
39180.01057
Content metrics

40,978 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 3.431 ± 4.223
min -14max 107
view countμ 868.744 ± 10.1K
min 0max 1.4M
answer countμ 0.671 ± 1.25
min 0max 20
comment countμ 1.773 ± 2.592
min 0max 36
8.3
Flesch–Kincaid grade
US school grade level
9.6
Automated readability index
Frequent terms
thequotandthatyouthisfornotfrenchbutarewithcanwouldhaveusetherewhatbienusedsensonefrançaisquestionphrasesayfairewhichfromsentencemorelikeexpressionenglishnbspwhenmotexempleherecasnonchoseaboutalsomeaningwordsomewasyourhow
Topic clusters

Topic 0

pourquoi
dire
faire
veut
est
que
pas
peut

Topic 1

est
pronom
complément
verbe
pas
une
que
dans

Topic 2

pronounce
pronunciation
vowel
sound
word
consonant
french
like

Topic 3

différence
entre
difference
quelle
est
dessus
quand
que

Topic 4

comment
traduire
chantal
numéro
français
téléphone
demande
number

Topic 5

french
learn
book
language
read
grammar
good
find

Topic 6

pronoun
verb
object
infinitive
subject
clause
example
noun

Topic 7

féminin
masculin
femme
genre
des
les
est
une

Topic 8

que
qui
pas
pour
une
est
peut
mais

Topic 9

temp
passé
temps
composé
est
température
que
présent

Topic 10

légume
fruit
soupe
des
une
pizza
pour
pain

Topic 11

même
québec
que
est
qui
les
pour
pas
Show all 35 topics

Topic 12

mathématique
une
des
dans
les
que
est
pour

Topic 13

gender
masculine
feminine
woman
noun
femme
word
use

Topic 14

subjonctif
que
après
conjonction
est
verbe
subordonnée
pas

Topic 15

des
les
mot
français
qui
langue
est
dans

Topic 16

translation
translate
good
plug
google
energy
browser
ladder

Topic 17

past
sentence
tense
verb
time
present
use
example

Topic 18

like
think
want
translation
sentence
mean
way
translate

Topic 19

chanson
que
télévision
les
qui
cheval
pour
pas

Topic 20

siècle
qui
pour
mot
dans
des
raison
les

Topic 21

prononciation
voyelle
prononce
consonne
les
français
mot
dans

Topic 22

french
word
use
english
mean
like
translation
translate

Topic 23

infinitif
participe
accord
passé
verbe
cod
avec
placé

Topic 24

french
word
english
france
use
language
quebec
title

Topic 25

crosse
lacrosse
french
stick
français
indoor
jeu
tricolore

Topic 26

patient
cloud
informatique
pour
des
terme
undeploy
réseau

Topic 27

graphie
virgule
orthographe
lambda
une
les
que
sont

Topic 28

que
use
mean
sentence
duquel
plus
interrogé
meaning

Topic 29

est
que
pas
cette
une
qui
dans
mais

Topic 30

equivalent
french
équivalent
français
like
good
english
welcome

Topic 31

toujour
tout
examen
encore
mean
exam
translate
adverb

Topic 32

liaison
obligatoire
facultative
entre
interdite
faire
chez
est

Topic 33

film
cinéma
mèche
réalisateur
pas
movie
pour
des

Topic 34

plural
singular
form
pluralize
family
des
enfant
countable
Top hashtags
#160227
#171208
#187208
#39175
#233174
#246
#22446
#136
#23234
#23123
#320
#xa020
#410
#2348
#358
#85948
#96546
#fr5
#sthash5
#2384

Sampled: text metrics from 50K of 127.8K records; topic model from 20K.

Record

Catalog key
stackexchange-french-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
127,756
Nodes
6,339
Edges
16,570 (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
fr
Collected
2011/2024 (2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
Europe (inferred: from the language of the data)

Provenance

Originally published at
https://archive.org/download/stackexchange unverified
Hosted copy
Mirrored on echo.directory on 2026-10-09, 43.8 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 — french.stackexchange.com [Data set]. https://stackexchange-french-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 — french.stackexchange.com. 2025, stackexchange-french-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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