Stack Exchange — esperanto.stackexchange.com

A Stack Exchange (esperanto.stackexchange.com) dataset of 557 users, 2,124 answer-collaboration edges, 1,655 questions, 3,795 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 esperanto.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..

#Esperanto#Expertise network#Language learning#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

Node size is centrality, colour is community. Hover a node for details; click one to isolate its community.

557
Nodes
2.1K
Edges
6.86e-03
Density
4
Components
-0.2735
Assortativity
7.8%
Reciprocity
204
Bridges
Most central nodes
60.1799
1340.1763
1500.1439
130.09353
840.07734
15760.07194
1310.07014
50.06655
5030.06475
1240.05755
Content metrics

5,450 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 4.592 ± 4.196
min -6max 41
view countμ 96.691 ± 365.986
min 0max 9.4K
answer countμ 0.696 ± 1.347
min 0max 19
comment countμ 1.061 ± 1.762
min 0max 22
8.8
Flesch–Kincaid grade
US school grade level
9.3
Automated readability index
Frequent terms
esperantoestasquotkajcanworduseoniporfromenglishaboutsayusedlanguageprisedkielhowwordsthinktioquestionwhenpovaspeopleexamplemeaningsomethingdonyoursamebecauseplianswerwaytiukiulanguageskunknowevengoodmeansdifferentpivmostmanytwohavas
Topic clusters

Topic 0

answer
question
thank
think
link
comment
edit
ask

Topic 1

esta
kaj
por
oni
esperanto
estas
pri
vorto

Topic 2

word
root
language
esperanto
new
english
meaning
example

Topic 3

esperanto
translate
google
translation
gerund
afford
tool
english

Topic 4

translate
translation
constraint
context
google
english
word
good

Topic 5

meaning
mean
word
verb
root
use
adjective
like

Topic 6

respondon
demando
respondo
pri
kaj
demandon
estas
mian

Topic 7

piv
definition
accord
meaning
mean
word
korekta
example

Topic 8

kion
kio
tio
kiu
tie
multe
sentence
multo

Topic 9

oni
kaj
esta
estas
povas
kiel
pli
por

Topic 10

esta
oni
kiu
tion
povus
povas
havas
laŭ

Topic 11

keyboard
layout
windows
type
key
character
press
letter
Show all 30 topics

Topic 12

pronounce
vowel
diphthong
sound
consonant
syllable
pronunciation
trill

Topic 13

book
literature
esperanto
novel
publisher
publish
translation
work

Topic 14

tense
verb
future
infinitive
past
present
object
case

Topic 15

gender
sex
neutral
male
pronoun
person
marriage
female

Topic 16

difference
tial
sport
smell
release
odori
ventumi
drumo

Topic 17

cake
ice
food
spoon
drink
biskvito
dish
cream

Topic 18

dankon
pro
sinjoro
dankegon
respondo
helpo
roberts
metsäkallas

Topic 19

preposition
accusative
instrui
object
direct
use
instruas
replace

Topic 20

esperanto
course
group
telegram
stack
duolingo
exchange
welcome

Topic 21

letter
system
circumflex
font
diacritic
alphabet
braille
cursive

Topic 22

inter
diferenco
kaj
esta
kio
nul
oni
nombroj

Topic 23

sub
trans
esta
ponton
preter
oni
kaj
plej

Topic 24

flashcard
por
card
ĝisdatigo
oni
karto
pri
kaj

Topic 25

pmeg
volus
devus
ago
use
leave
example
usage

Topic 26

learn
esperanto
language
study
learning
school
child
history

Topic 27

pronounce
sound
pronunciation
vowel
esperanto
english
consonant
close

Topic 28

language
esperanto
people
speak
learn
culture
speaker
misconception

Topic 29

month
date
format
datum
datumbazo
calendar
database
time
Top hashtags
#i38
#111
#29
#398
#esperanto6
#sec46
#35
#sec124
#demando_pri_3
#eo3
#j3
#biskvi2
#english2
#knab2
#la_preposizione_je2
#lng2
#monado2
#preta2
#sec132
#sezon2

Computed over the full corpus.

Record

Catalog key
stackexchange-esperanto-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
13,038
Nodes
557
Edges
2,124 (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
eo
Collected
2016/2024 (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, 4.4 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 — esperanto.stackexchange.com [Data set]. https://stackexchange-esperanto-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 — esperanto.stackexchange.com. 2025, stackexchange-esperanto-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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