Stack Exchange — russian.stackexchange.com

A Stack Exchange (russian.stackexchange.com) dataset of 3,171 users, 8,366 answer-collaboration edges, 4,705 questions, 11,992 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 russian.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..

#Language learning#Reputation#Russian language#Stack exchange data dump

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Analytics

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· graph.json

The full graph has 3,171 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.2K
Nodes
8.4K
Edges
8.32e-04
Density
19
Components
-0.2173
Assortativity
1.3%
Reciprocity
1.5K
Bridges
Most central nodes
117750.06151
38920.04637
86720.04637
1700.03754
620.03659
50.03438
4870.02555
2420.02429
63540.02303
1850.02271
Content metrics

16,697 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 4.04 ± 4.74
min -7max 79
view countμ 360.889 ± 3.3K
min 0max 225.2K
answer countμ 0.718 ± 1.449
min 0max 15
comment countμ 1.837 ± 2.809
min 0max 64
6.8
Flesch–Kincaid grade
US school grade level
10.1
Automated readability index
Frequent terms
quotrussiancanusedwordчтоfromaboutusesaywhenyourenglishmeaningэтоwordscaseкакmeansquestionsomethingexamplehowsamedonformthinkbecauseanswerlanguagesentencewaymeanverbwhybothevendifferentsuchfirsttwoknowthesephrasepeoplewellseetimecorrectbetween
Topic clusters

Topic 0

russian
pronounce
word
vowel
sound
letter
consonant
pronunciation

Topic 1

word
mean
like
meaning
russian
phrase
use
english

Topic 2

case
genitive
accusative
noun
plural
nominative
sentence
preposition

Topic 3

или
как
разница
что
слова
правильно
почему
между

Topic 4

mean
meaning
use
так
есть
как
что
phrase

Topic 5

что
это
как
или
слово
так
если
например

Topic 6

difference
mean
usage
versus
что
meaning
interchangeable
встать

Topic 7

verb
perfective
imperfective
tense
action
past
aspect
prefix

Topic 8

russian
language
learn
course
translate
dictionary
book
word

Topic 9

gender
masculine
feminine
noun
neuter
end
word
declension
Top hashtags
#x301124
#275
#4264
#162
#341
#v21
#418
#77417
#3916
#ru14
#russian14
#x030111
#7699
#57
#82036
#этимология6
#deletion5
#q5
#534
#hole4

Sampled: text metrics from 50K of 52.4K records; topic model from 20K.

Record

Catalog key
stackexchange-russian-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
52,357
Nodes
3,171
Edges
8,366 (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
ru
Collected
2012/2024 (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 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 17.2 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 — russian.stackexchange.com [Data set]. https://stackexchange-russian-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 — russian.stackexchange.com. 2025, stackexchange-russian-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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