Stack Exchange — genai.stackexchange.com

The content of genai.stackexchange.com (https://genai.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 1,317 rows: 642 posts (268 questions, 320 answers, 27 tag wiki excerpts and 27 tag wikis) and 675 comments, written between 17 July 2023 and 31 March 2024. Beside it are 3,437 user accounts, 2,733 votes, 2,882 badges awarded, 80 tags, 2,005 post revisions and 48 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 5 rows.

#Expertise network#Generative ai#Stack exchange data dump

Download data package README Original files as received 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

1,317 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.56 ± 3.822
min -4max 78
x view countμ 780.429 ± 3.6K
min 6max 56.3K
x answer countavg 1.19 / 9
0std 1.269
x comment countμ 1.059 ± 1.884
min 0max 15
9.5
Flesch–Kincaid grade
US school grade level
10.3
Automated readability index
Frequent terms
chatgptmodelpromptuselikequestionanswergptllmtextdataimagemodelsexamplequestionsknowcontenttraininguserdonlanguageopenaicodeoutputgeneratewantllmsspecificinformationcontextwaygenaitimegooglefineneedresponsebaseddifferentthinkapidoesngenerationaskimageswordsanswerschatgoodhelp
Topic clusters

Topic 0

chatgpt
table
translation
feature
talk
word
microsoft
conversation

Topic 1

image
character
style
face
art
generate
anime
try

Topic 2

genai
question
tool
translate
generative
artificial
ask
google

Topic 3

question
post
answer
comment
vote
delete
close
ask

Topic 4

chatgpt
response
prompt
provide
conversation
ask
example
respond

Topic 5

hallucination
confidence
effect
human
llms
llm
answer
suffer

Topic 6

gpu
run
ollama
nvidia
vram
ram
requirement
model

Topic 7

embedding
model
embed
fine
large
retrieval
training
text

Topic 8

json
valid
llm
generate
format
generation
structure
framework

Topic 9

prompt
engineering
instruction
negative
shot
context
prompting
learning

Topic 10

diffusion
stable
image
mask
background
transparent
object
craft

Topic 11

llama
row
code
report
license
llm
meta
prompt
Show all 24 topics

Topic 12

bard
website
summarize
google
sell
product
webpage
internet

Topic 13

video
generation
service
adobe
cat
image
component
license

Topic 14

step
conclusion
reasoning
follow
mean
consistent
logical
answer

Topic 15

datum
llm
training
dataset
train
decision
style
small

Topic 16

token
length
word
character
boundary
string
preference
long

Topic 17

gpt
brand
cobia
action
plausible
locate
custom
api

Topic 18

thank
feedback
convince
mercy
intention
moment
court
windows

Topic 19

azure
openai
minute
tokens
rate
score
sentiment
limit

Topic 20

work
try
maybe
look
checkout
incident
trick
help

Topic 21

openai
chatgpt
tag
app
cross
platform
api
application

Topic 22

hat
hacker
vulnerability
reward
white
team
openai
watermark

Topic 23

role
message
content
assistant
user
chatbot
fine
system
Top hashtags
#issuecomment2
#11
#101
#17731
#21
#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
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 4.0 (CC-BY-SA-4.0)
Records
1,560
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/details/stackexchange link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 828.2 KB 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 (1,317 rows), users (3,437 rows), x_votes (2,733 rows), x_badges (2,882 rows), x_tags (80 rows), x_post_history (2,005 rows), x_post_links (48 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 — genai.stackexchange.com [Data set]. https://stackexchange-genai.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. 2024, stackexchange-genai.echo.directory/.

BibTeX · RIS · CSL-JSON

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