Stack Exchange — genai.stackexchange.com

A Stack Exchange (genai.stackexchange.com) dataset of 192 users, 241 answer-collaboration edges, 268 questions, 320 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 genai.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#Generative ai#Stack exchange data dump

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

Node size is centrality, colour is community. Hover a node for details; click one to isolate its community.

192
Nodes
241
Edges
6.57e-03
Density
10
Components
-0.2438
Assortativity
0.8%
Reciprocity
128
Bridges
Most central nodes
260.1414
12720.05236
330.04188
120.03665
17800.03141
21530.03141
10350.02618
110.02618
280.02618
2920.02618
Content metrics

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

scoreμ 2.884 ± 5.308
min -4max 78
view countμ 355.706 ± 2.5K
min 0max 56.3K
answer countavg 0.54 / 9
0std 1.049
comment countμ 1.157 ± 1.94
min 0max 15
9.6
Flesch–Kincaid grade
US school grade level
10.6
Automated readability index
Frequent terms
quotchatgptmodelpromptuselikequestionanswergptllmtextdataimagemodelsexamplequestionsknowcontenttraininguserdonlanguageopenaicodeoutputgeneratewantllmsspecificinformationcontextwaygenaitimegooglefineneedresponsebasedgenerationapidifferentthinkdoesnaskimageswordsanswerschatgood
Topic clusters

Topic 0

chatgpt
table
conversation
microsoft
word
code
way
app

Topic 1

question
post
answer
recommendation
comment
ask
focus
close

Topic 2

genai
tool
question
translate
generative
artificial
google
user

Topic 3

prompt
count
negative
square
instruction
bracket
weight
setting

Topic 4

openai
message
fine
model
chatbot
tuning
azure
question

Topic 5

effect
confidence
hallucination
human
llms
llm
answer
suffer

Topic 6

embedding
model
embed
large
text
retrieval
language
training

Topic 7

llm
datum
train
training
model
answer
information
llms

Topic 8

gpu
run
ollama
vram
nvidia
ram
requirement
memory

Topic 9

diffusion
stable
image
mask
object
prompt
craft
transparent

Topic 10

json
schema
format
valid
structure
generate
type
file

Topic 11

gpt
spreadsheet
brand
cobia
datum
plausible
action
custom
Show all 22 topics

Topic 12

sentence
response
prompt
instruction
polite
user
tone
example

Topic 13

image
character
hand
style
sailor
moon
bed
hair

Topic 14

chatgpt
environment
prompt
paragraph
provide
response
example
instruction

Topic 15

token
length
word
boundary
character
string
preference
tokenization

Topic 16

thank
feedback
interpreter
moment
windows
incident
help
time

Topic 17

video
generation
text
speech
real
haiper
manual
record

Topic 18

image
art
object
generate
game
unity
dalle
specific

Topic 19

llama
code
row
report
license
cancel
ticket
meta

Topic 20

work
maybe
look
mercy
try
checkout
possibility
think

Topic 21

website
bard
google
summarize
sell
product
internet
page
Top hashtags
#issuecomment2
#11
#101
#17731
#21
#391
#as1
#im1
#inpainting1
#l381
#loading1
#note1
#o1
#rev1
#right1
#simple1
#train1
#transformers1
#wrong1

Computed over the full corpus.

Record

Catalog key
stackexchange-genai-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
1,640
Nodes
192
Edges
241 (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
2023/2024 (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, 828.2 KB 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 — genai.stackexchange.com [Data set]. https://stackexchange-genai-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 — genai.stackexchange.com. 2025, stackexchange-genai-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →