Stack Exchange — philosophy.stackexchange.com

A Stack Exchange (philosophy.stackexchange.com) dataset of 11,828 users, 35,616 answer-collaboration edges, 21,616 questions, 52,057 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 philosophy.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#Philosophy#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 11,828 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

11.8K
Nodes
35.6K
Edges
2.55e-04
Density
71
Components
-0.1325
Assortativity
1.9%
Reciprocity
5.3K
Bridges
Most central nodes
9330.03957
138080.0219
80780.01945
373890.01285
661560.01116
168210.01091
547760.00913
167890.00803
423690.00778
288920.00761
Content metrics

73,673 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.36 ± 4.894
min -9max 253
view countμ 339.803 ± 2.7K
min 0max 293.3K
answer countμ 0.707 ± 1.702
min 0max 31
comment countμ 2.888 ± 4.115
min 0max 80
11.3
Flesch–Kincaid grade
US school grade level
11.7
Automated readability index
Frequent terms
questionphilosophyliketruetimewaypeoplethinkworldgodtheorythingsknowlogicargumentquotexampledifferentsciencegoodsensehumantruthdonknowledgeanswerpossiblepointlifepersonmindexistencecaseusefactideareasonproblemsetuniversemeansexistthingmoralthoughtrightlanguagemeannaturebelieve
Topic clusters

Topic 0

god
religion
belief
believe
exist
existence
atheist
atheism

Topic 1

brain
consciousness
computer
human
conscious
experience
mind
machine

Topic 2

set
number
mathematic
axiom
theory
mathematical
integer
element

Topic 3

true
premise
false
conclusion
argument
valid
logic
conditional

Topic 4

philosophy
book
read
philosopher
text
history
good
philosophical

Topic 5

quantum
time
particle
physics
universe
mechanic
theory
space

Topic 6

buddhism
western
philosophy
buddhist
buddha
tradition
chinese
eastern

Topic 7

specie
human
animal
happiness
evolution
death
life
gene

Topic 8

language
dictionary
word
grammar
human
programming
knowledge
english

Topic 9

fallacy
argument
hominem
fallacious
person
logical
premise
example

Topic 10

plato
socrates
aristotle
republic
dialogue
form
soul
city

Topic 11

belief
knowledge
scientific
true
science
hypothesis
method
theory
Show all 28 topics

Topic 12

nietzsche
morality
slave
life
man
genealogy
zarathustra
master

Topic 13

wittgenstein
language
tractatus
philosophy
world
rule
fact
russell

Topic 14

moral
morality
ethic
ethical
action
good
relativism
people

Topic 15

kant
action
imperative
utilitarianism
act
moral
duty
categorical

Topic 16

theorem
gödel
system
axiom
proof
prove
incompleteness
arithmetic

Topic 17

marx
labour
production
labor
capital
economic
value
capitalism

Topic 18

descartes
spinoza
doubt
cogito
existence
exist
descarte
god

Topic 19

modal
logic
phi
world
model
true
truth
classical

Topic 20

kant
transcendental
reason
pure
category
noumena
critique
experience

Topic 21

universe
infinite
multiverse
bang
time
big
space
exist

Topic 22

probability
coin
statistic
bayesian
fair
head
toss
model

Topic 23

life
eat
human
animal
person
suicide
right
meat

Topic 24

philosophy
science
philosopher
question
philosophical
answer
wisdom
field

Topic 25

heidegger
dasein
consciousness
time
question
language
self
sein

Topic 26

country
crime
moral
murder
law
criminal
punishment
government

Topic 27

popper
theory
scientific
falsifiable
falsify
science
hypothesis
statement
Top hashtags
#1149
#2124
#39123
#343
#982641
#963424
#419
#518
#963318
#963215
#967114
#899511
#94511
#2469
#69
#popper9
#85947
#page7
#1996
#86

Sampled: text metrics from 50K of 309.1K records; topic model from 20K.

Record

Catalog key
stackexchange-philosophy-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
309,059
Nodes
11,828
Edges
35,616 (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
2011/2024 (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, 121.5 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 — philosophy.stackexchange.com [Data set]. https://stackexchange-philosophy-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 — philosophy.stackexchange.com. 2025, stackexchange-philosophy-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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