Stack Exchange — sustainability.stackexchange.com

A Stack Exchange (sustainability.stackexchange.com) dataset of 1,650 users, 3,428 answer-collaboration edges, 2,154 questions, 4,294 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 sustainability.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#Stack exchange data dump#Sustainability

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,650 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.6K
Nodes
3.4K
Edges
1.26e-03
Density
21
Components
-0.1946
Assortativity
3.0%
Reciprocity
881
Bridges
Most central nodes
33790.04973
150.04488
480.0279
990.02729
200.02547
96690.02244
800.02183
28680.0188
1300.01759
4710.01759
Content metrics

6,448 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 4.571 ± 5.564
min -6max 82
view countμ 679.543 ± 5.8K
min 0max 268.5K
answer countμ 0.666 ± 1.339
min 0max 19
comment countμ 1.721 ± 2.284
min 0max 20
9.5
Flesch–Kincaid grade
US school grade level
10.1
Automated readability index
Frequent terms
energyusewaterlikequestionpowerheatneeddontimecarbonanswersolarplasticgoodairsustainableelectricitywaywastepeoplesystembettergasthinkfoodwantknowquotnewcostbatteryfuelrecyclingsmallworklotdifferentlongyearselectricyearheatingpaperoilfindhighprobablyhouseemissions
Topic clusters

Topic 0

compost
food
plant
eat
worm
meat
animal
soil

Topic 1

battery
power
solar
panel
energy
wind
inverter
charge

Topic 2

plastic
recycle
recycling
bag
bottle
paper
waste
glass

Topic 3

answer
question
thank
link
comment
edit
post
think

Topic 4

heat
air
water
temperature
heating
window
house
heater

Topic 5

sustainability
sustainable
question
footprint
people
living
population
impact

Topic 6

car
vehicle
electric
engine
fuel
drive
battery
emission

Topic 7

water
toilet
tank
filter
system
use
rain
flush

Topic 8

gas
hydrogen
natural
fuel
oil
coal
carbon
methane

Topic 9

wash
washing
water
dishwasher
use
soap
bamboo
machine

Topic 10

tree
carbon
forest
wood
grow
plant
year
burn
Top hashtags
#x1f69547
#121
#215
#415
#39
#397
#57
#87
#83157
#816
#q5
#x1f6875
#x1f6d15
#103
#as_fertilizer3
#recycling3
#34952
#62
#72
#are2

Computed over the full corpus.

Record

Catalog key
stackexchange-sustainability-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
20,131
Nodes
1,650
Edges
3,428 (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
2013/2024 (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, 9.4 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 — sustainability.stackexchange.com [Data set]. https://stackexchange-sustainability-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 — sustainability.stackexchange.com. 2025, stackexchange-sustainability-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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