Stack Exchange — physics.stackexchange.com

A Stack Exchange (physics.stackexchange.com) dataset of 83,259 users, 278,777 answer-collaboration edges, 234,152 questions, 341,531 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 physics.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#Physics#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 83,259 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

83.3K
Nodes
278.8K
Edges
4.02e-05
Density
652
Components
-0.08088
Assortativity
0.4%
Reciprocity
37.9K
Bridges
Most central nodes
1644880.00569
367930.0056
211460.00452
755020.00402
2367340.0037
988220.00358
703920.00351
1323710.00347
2717830.00294
376770.00288
Content metrics

575,683 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.72 ± 7.546
min -31max 852
view countμ 607.325 ± 4.5K
min 0max 855.3K
answer countμ 0.593 ± 1.109
min 0max 49
comment countμ 1.972 ± 2.829
min 0max 144
11.0
Flesch–Kincaid grade
US school grade level
12.0
Automated readability index
Frequent terms
energyfractimefieldtheoryquantumlikespacemasslightquestionrightpointforcewayphysicssystemparticlestatedifferentknowequationparticlesanswerleftdeltacasedonspeedthinkexampleusepartialmomentumblackvecearthfunctionvelocitymechanicswaveneedmatterwaterproblemuniversegivenconstantnumbergravity
Topic clusters

Topic 0

light
lens
photon
image
laser
beam
mirror
eye

Topic 1

force
ball
friction
velocity
wheel
car
mass
speed

Topic 2

water
pressure
air
heat
temperature
liquid
fluid
flow

Topic 3

charge
field
magnetic
current
electric
voltage
wire
magnet

Topic 4

string
theory
brane
gauge
field
symmetry
lagrangian
dimension

Topic 5

physics
book
good
physicist
theory
learn
question
math

Topic 6

earth
orbit
planet
sun
mass
rocket
moon
force

Topic 7

quantum
state
measurement
probability
mechanic
interpretation
classical
entanglement

Topic 8

universe
galaxy
dark
bang
big
matter
expand
expansion

Topic 9

quark
higgs
particle
mass
proton
lhc
boson
model

Topic 10

relativity
frame
time
metric
spacetime
light
space
speed

Topic 11

black
hole
horizon
singularity
event
radiation
observer
hawk
Show all 17 topics

Topic 12

decay
nucleus
reactor
neutron
atom
radioactive
nuclear
fusion

Topic 13

electron
band
orbital
lattice
state
atom
energy
phonon

Topic 14

operator
eigenvalue
state
function
hermitian
quantum
space
hilbert

Topic 15

field
theory
integral
qft
quantum
renormalization
path
representation

Topic 16

sound
wave
frequency
tsunami
water
boat
pressure
noise
Top hashtags
#392K
#189
#250
#18323
#v22
#320
#18116
#17613
#21511
#47
#86
#82096
#1975
#t5
#54
#113
#1603
#63
#_3
#dof3

Sampled: text metrics from 50K of 1.9M records; topic model from 20K.

Record

Catalog key
stackexchange-physics-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
1,947,264
Nodes
83,259
Edges
278,777 (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
2010/2024 (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, 695.5 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 — physics.stackexchange.com [Data set]. https://stackexchange-physics-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 — physics.stackexchange.com. 2025, stackexchange-physics-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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