Stack Exchange — diy.stackexchange.com

A Stack Exchange (diy.stackexchange.com) dataset of 54,905 users, 119,671 answer-collaboration edges, 84,628 questions, 138,269 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 diy.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..

#Diy#Home improvement#Reputation#Stack exchange data dump

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Analytics

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· graph.json

The full graph has 54,905 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

54.9K
Nodes
119.7K
Edges
3.97e-05
Density
451
Components
-0.1419
Assortativity
0.4%
Reciprocity
30.9K
Bridges
Most central nodes
93540.00532
330.00483
7220.00368
195810.00352
6720.00324
195430.00304
29300.00297
536030.00282
800.0028
29170.00257
Content metrics

222,897 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.243 ± 4.329
min -21max 312
view countμ 2K ± 13.3K
min 0max 950.7K
answer countμ 0.621 ± 1.186
min 0max 77
comment countμ 2.109 ± 2.732
min 0max 48
7.7
Flesch–Kincaid grade
US school grade level
8.1
Automated readability index
Frequent terms
wateruselikeneedwallhousewiredonwaynewwantfloorworkairgoodswitchwoodsuredoorlighttimeproblemboxpowerhotpipepaintgroundcutrungoingroomoldcircuitknowceilingfindconcretelineremovehomeheatsystemholeprobablythinkdrywallinstallrightwires
Topic clusters

Topic 0

wire
switch
circuit
light
breaker
outlet
ground
box

Topic 1

water
air
valve
vent
heat
hot
heater
thermostat

Topic 2

paint
coat
sand
finish
wood
wall
stain
dry

Topic 3

concrete
roof
water
post
fence
mortar
shingle
good

Topic 4

tile
toilet
drain
grout
tub
sink
water
shower

Topic 5

drill
blade
screw
cut
tool
saw
battery
bit

Topic 6

floor
joist
carpet
hardwood
flooring
wood
laminate
subfloor

Topic 7

stud
screw
anchor
wall
shelf
drill
hole
drywall

Topic 8

door
lock
hinge
frame
close
open
screw
knob

Topic 9

work
house
home
code
inspector
project
contractor
good
Top hashtags
#2136
#1128
#369
#1253
#446
#1045
#844
#1443
#634
#3917
#516
#00006
#74
#82034
#turns4
#003
#1743
#1763
#183
#1893

Sampled: text metrics from 50K of 779.1K records; topic model from 20K.

Record

Catalog key
stackexchange-diy-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
779,094
Nodes
54,905
Edges
119,671 (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, 216.9 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 — diy.stackexchange.com [Data set]. https://stackexchange-diy-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 — diy.stackexchange.com. 2025, stackexchange-diy-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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