Stack Exchange — portuguese.stackexchange.com

A Stack Exchange (portuguese.stackexchange.com) dataset of 1,353 users, 2,956 answer-collaboration edges, 2,520 questions, 4,400 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 portuguese.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#Language learning#Portuguese language#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,353 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.4K
Nodes
3K
Edges
1.62e-03
Density
13
Components
-0.2773
Assortativity
6.6%
Reciprocity
808
Bridges
Most central nodes
2700.08728
3030.07618
1870.05621
15190.04068
1530.04068
27470.03698
80.03698
400.03402
1630.02663
30.02663
Content metrics

6,920 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 4.191 ± 4.381
min -7max 55
view countμ 2.1K ± 12.4K
min 0max 442.8K
answer countμ 0.636 ± 1.119
min 0max 13
comment countμ 2.584 ± 3.195
min 0max 27
10.2
Flesch–Kincaid grade
US school grade level
10.2
Automated readability index
Frequent terms
quenãoumaquotparacomopormasmaissersãotambémtemportuguêspalavramesmomuitoexemplopodequandoestáissoportugalbrasildosperguntavocêfoirespostaverbousobemformaelefrasedascasoportuguesedizerpalavraspareceaquiexpressãosentidonosqualporqueentreterlíngua
Topic clusters

Topic 0

qual
que
correto
obrigado
diferença
jacinto
não
entre

Topic 1

portugal
brasil
que
não
rio
mais
mas
para

Topic 2

portuguese
word
use
mean
like
verb
example
english

Topic 3

link
google
que
não
internet
para
site
como

Topic 4

palavra
que
uma
não
feminino
para
por
como

Topic 5

question
answer
edit
comment
think
thank
ask
like

Topic 6

expressão
que
uma
origem
não
casa
qual
para

Topic 7

resposta
pergunta
uma
que
responder
não
comentário
tua

Topic 8

língua
portuguesa
que
linguagem
não
português
uma
línguas

Topic 9

pronounce
portuguese
sound
word
pronunciation
vowel
like
syllable

Topic 10

pronúncia
dialeto
como
que
pronuncia
pronunciado
palavra
não

Topic 11

que
verbo
frase
não
por
para
como
uma
Show all 20 topics

Topic 12

sílaba
ditongo
vogal
acento
palavra
vogais
sílabas
semivogal

Topic 13

plural
singular
que
zero
pessoa
para
não
como

Topic 14

tradução
inglês
que
filme
para
traduzir
série
uma

Topic 15

vírgula
vírgulas
oração
frase
por
exemplo
que
não

Topic 16

que
não
por
para
uma
mais
como
mas

Topic 17

dor
significa
trabalho
amanhã
que
expressão
dia
significado

Topic 18

sim
calão
não
baixo
mas
que
primeira
dizer

Topic 19

advérbio
adverbial
pronome
verbo
como
que
não
locução
Top hashtags
#v40
#pt24
#22718
#23111
#27
#2336
#82125
#14
#2254
#2344
#34
#394
#7714
#etimologia4
#hist4
#old_portuguese4
#portuguese4
#10833
#2373
#53

Computed over the full corpus.

Record

Catalog key
stackexchange-portuguese-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
27,646
Nodes
1,353
Edges
2,956 (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
pt
Collected
2015/2024 (2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
Latin America, Europe (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, 10.1 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 — portuguese.stackexchange.com [Data set]. https://stackexchange-portuguese-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 — portuguese.stackexchange.com. 2025, stackexchange-portuguese-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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