Stack Exchange — hsm.stackexchange.com

A Stack Exchange (hsm.stackexchange.com) dataset of 2,210 users, 4,367 answer-collaboration edges, 4,576 questions, 5,805 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 hsm.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..

#History of mathematics#History of science#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,210 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2.2K
Nodes
4.4K
Edges
8.95e-04
Density
50
Components
-0.2175
Assortativity
1.9%
Reciprocity
1.2K
Bridges
Most central nodes
66090.02445
640.02037
24420.01992
41200.01675
38690.01358
2320.01222
25540.01222
620.01222
290.01177
550.01132
Content metrics

10,381 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 5.19 ± 6.327
min -6max 92
view countμ 415.431 ± 2.1K
min 0max 89.1K
answer countμ 0.559 ± 1.19
min 0max 45
comment countμ 2.154 ± 2.792
min 0max 33
10.5
Flesch–Kincaid grade
US school grade level
11.6
Automated readability index
Frequent terms
quottheoryquestiontimemathematicslikeknowworkbookhistoryuseanswernumbernewtonmathematicalcenturypapermodernnumbersthinkphysicsfindexamplescienceknownwaypointfracdifferentfoundlaterpeopleproblemeinsteinyearsgausscalledpublisheddongeneralgeometrytheoremreadideanewrightlawgivenarticlemathematicians
Topic clusters

Topic 0

answer
question
thank
link
post
site
edit
comment

Topic 1

unit
maxwell
charge
electricity
electric
energy
magnetic
force

Topic 2

mathematic
mathematician
university
mathematical
book
german
die
berlin

Topic 3

symbol
number
notation
zero
use
system
numeral
decimal

Topic 4

set
cantor
proof
logic
theory
hilbert
theorem
gödel

Topic 5

einstein
relativity
theory
mass
special
lorentz
general
light

Topic 6

newton
law
force
motion
principia
leibniz
calculus
body

Topic 7

function
cauchy
group
series
theorem
fourier
riemann
continuous

Topic 8

euclid
number
line
circle
ratio
archimedes
angle
triangle

Topic 9

quantum
dirac
mechanic
electron
planck
radiation
energy
theory

Topic 10

gauss
topology
surface
space
geometry
algebraic
group
riemann

Topic 11

science
scientific
scientist
review
research
bacon
philosophy
book
Show all 17 topics

Topic 12

sun
moon
star
earth
distance
planet
ptolemy
eclipse

Topic 13

probability
matrix
linear
algebra
kolmogorov
distribution
random
theory

Topic 14

disease
darwin
gene
human
specie
blood
mask
animal

Topic 15

galileo
kepler
motion
fall
aristotle
law
time
speed

Topic 16

weight
atomic
chemistry
element
hydrogen
gas
chemical
molecule
Top hashtags
#v108
#history93
#page80
#3954
#147
#230
#page_scan_tab_contents24
#320
#c0014
#411
#cite_note11
#59
#panel7
#9406
#comment20134_110586
#75
#etymology5
#104
#64
#84

Computed over the full corpus.

Record

Catalog key
stackexchange-hsm-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
37,749
Nodes
2,210
Edges
4,367 (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
2014/2024 (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, 17.3 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 — hsm.stackexchange.com [Data set]. https://stackexchange-hsm-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 — hsm.stackexchange.com. 2025, stackexchange-hsm-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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