Stack Exchange — music.stackexchange.com

The content of music.stackexchange.com (https://music.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 251,527 rows: 93,531 posts (25,722 questions, 66,722 answers, 528 tag wiki excerpts, 528 tag wikis, 14 posts of type 3, 13 posts of type 6 and 4 posts of type 7) and 157,996 comments, written between 13 January 2011 and 31 March 2024. Beside it are 70,541 user accounts, 458,790 votes, 125,938 badges awarded, 525 tags, 246,035 post revisions and 7,841 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 219 rows.

#Expertise network#Reputation#Stack exchange data dump

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 19,321 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

19.3K
Nodes
50.4K
Edges
1.35e-04
Density
166
Components
-0.1362
Assortativity
1.1%
Reciprocity
9.4K
Bridges
Most central nodes
153130.01268
28080.00963
73560.00942
168970.00854
97490.00833
72220.00761
73060.00657
72180.00642
1280.006
106350.0059
Content metrics

251,527 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.795 ± 3.918
min -8max 161
x view countμ 3.4K ± 12.5K
min 17max 659.4K
x answer countμ 2.594 ± 2.049
min 0max 28
x comment countμ 1.69 ± 2.54
min 0max 28
x favorite count2.4% true
true 2.4%false 97.7%
8.3
Flesch–Kincaid grade
US school grade level
8.9
Automated readability index
Frequent terms
chordmusicnoteslikenoteplaymajorguitarsounduseminorchordskeydontimeplayingscaledifferentwaythinkgoodquestionstringknowpianowantneedbassexamplestringsanswerrightinstrumentsonghandfindpieceworkplayedtrypitchpracticetonesoundsdoesnmelodylotbetterpointsecond
Topic clusters

Topic 0

chord
minor
major
scale
note
key
dominant
root

Topic 1

answer
question
thank
think
comment
ask
post
edit

Topic 2

string
guitar
neck
nut
bridge
gauge
tension
rod

Topic 3

beat
note
time
quarter
signature
eighth
measure
triplet

Topic 4

music
learn
theory
piano
teacher
play
practice
know

Topic 5

finger
string
fret
pick
play
hand
thumb
guitar

Topic 6

instrument
flute
clarinet
trumpet
valve
play
orchestra
brass

Topic 7

voice
sing
vocal
range
singing
singer
high
sound

Topic 8

amp
guitar
pickup
speaker
volume
sound
pedal
distortion

Topic 9

midi
audio
usb
interface
sound
input
output
mic

Topic 10

pitch
interval
frequency
perfect
octave
temperament
fifth
tone

Topic 11

music
beethoven
bach
mozart
composer
symphony
classical
sonata
Show all 15 topics

Topic 12

key
signature
sharp
flat
minor
scale
major
natural

Topic 13

drum
kit
drummer
metronome
snare
kick
play
cymbal

Topic 14

bow
violin
string
instrument
cello
play
sound
finger
Top hashtags
#m1.3K
#9940
#4843
#11831
#5776
#7689
#1651
#2610
#f531
#3402
#t401
#m7339
#black284
#dim277
#dim7240
#0226
#6198
#s157
#m7b5110
#min99
Top emoji
𝄪4
𝄫2
😀1

Computed over the full corpus.

Record

Catalog key
stackexchange-music-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by contribution date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
277,475
Nodes
19,321
Edges
50,377 (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/details/stackexchange link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 101.9 MB across 1 files. Checksums in MANIFEST.json. For use, start with the data package below.
Data package
Version 1.0.0 of this dataset as an ECHO Data Package: posts (251,527 rows), users (70,541 rows), x_votes (458,790 rows), x_badges (125,938 rows), x_tags (525 rows), x_post_history (246,035 rows), x_post_links (7,841 rows).
Structure
Temporal (timestamped), Node attributes, Text, Threaded conversations

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_2024,
  title     = {Stack Exchange Data Dump},
  author    = {{Stack Exchange, Inc.}},
  year      = {2024},
  month     = {apr},
  publisher = {Internet Archive},
  url       = {https://archive.org/details/stackexchange}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Stack Exchange, Inc. (2024). Stack Exchange — music.stackexchange.com [Data set]. https://stackexchange-music.echo.directory/

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Stack Exchange, Inc. Stack Exchange — music.stackexchange.com. 2024, stackexchange-music.echo.directory/.

BibTeX · RIS · CSL-JSON

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