Stack Exchange — literature.stackexchange.com

A Stack Exchange (literature.stackexchange.com) dataset of 2,793 users, 4,729 answer-collaboration edges, 6,780 questions, 7,588 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 literature.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#Literature#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,793 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2.8K
Nodes
4.7K
Edges
6.06e-04
Density
75
Components
-0.2282
Assortativity
4.2%
Reciprocity
1.9K
Bridges
Most central nodes
170.0788
7930.04405
580.04119
21910.02579
1290.02364
110.01504
100100.01361
112590.01289
1430.01289
370.01254
Content metrics

14,368 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 5.465 ± 6.551
min -8max 156
view countμ 656.306 ± 4.9K
min 0max 437.2K
answer countμ 0.528 ± 0.838
min 0max 11
comment countμ 1.458 ± 2.222
min 0max 26
9.1
Flesch–Kincaid grade
US school grade level
10.4
Automated readability index
Frequent terms
quotbooklikestoryquestiontimethinkanswerdonknowreadenglishpeoplewaymanpoemlifenovelsaidusefindworkgoodquestionsmeaningliteratureworldmeanauthorbooksworksoldwordnewtextexamplewordsfoundlinepointwrittendifferentsaysreadingyearsshakespearemeansdoesnchaptercharacter
Topic clusters

Topic 0

story
book
remember
read
think
holmes
literary
work

Topic 1

question
tag
writer
work
novel
use
life
american

Topic 2

poem
line
stanza
song
like
word
syllable
mean

Topic 3

shakespeare
play
macbeth
hamlet
scene
act
line
king

Topic 4

mean
meaning
word
entail
like
sentence
thing
know

Topic 5

book
russian
translation
text
page
edition
read
work

Topic 6

tagore
gilgamesh
translation
story
language
bengali
epic
tablet

Topic 7

french
les
meursault
camus
maupassant
novel
tag
translation

Topic 8

ralph
piggy
savage
conch
melville
jack
moby
whale
Top hashtags
#v58
#154
#233
#3921
#320
#419
#516
#712
#910
#69
#88
#history8
#metadata_info_tab_contents7
#126
#115
#135
#185
#page5
#104
#164

Computed over the full corpus.

Record

Catalog key
stackexchange-literature-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
47,604
Nodes
2,793
Edges
4,729 (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
en
Collected
2017/2024 (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, 26.6 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 — literature.stackexchange.com [Data set]. https://stackexchange-literature-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 — literature.stackexchange.com. 2025, stackexchange-literature-stackexchange-com.echo.directory/.

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