Stack Exchange — softwareengineering.stackexchange.com

The content of softwareengineering.stackexchange.com (https://softwareengineering.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 787,242 rows: 244,066 posts (63,423 questions, 178,628 answers, 984 tag wiki excerpts, 984 tag wikis, 10 posts of type 3, 31 posts of type 6 and 6 posts of type 7) and 543,176 comments, written between 1 August 2008 and 31 March 2024. Beside it are 375,100 user accounts, 2,706,543 votes, 623,247 badges awarded, 1,678 tags, 653,560 post revisions and 15,682 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 1,145 rows.

#Programming#Reputation#Software engineering#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 49,714 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

49.7K
Nodes
157.7K
Edges
6.38e-05
Density
607
Components
-0.1272
Assortativity
0.4%
Reciprocity
21.8K
Bridges
Most central nodes
22100.00706
66050.00648
314180.00589
1213680.00547
127500.00533
178870.00505
3890.00441
111070.0043
128930.00408
47670.004
Content metrics

787,242 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 2.982 ± 13.186
min -69max 2.9K
x view countμ 4.5K ± 17.2K
min 13max 831.4K
x answer countμ 2.817 ± 3.661
min 0max 357
x comment countμ 2.226 ± 3.478
min 0max 245
x favorite count0.0% true
true 0.0%false 100.0%
9.4
Flesch–Kincaid grade
US school grade level
10.2
Automated readability index
Frequent terms
codeuselikedataneeddonclasstimewaynewwantthinkworkquestiongoodexampleknowdifferentuserobjectcaseproblemlanguageanswersystempublictestfunctionapplicationmethodthingstypesoftwaredesignbetterdoesnprojectpointdatabasechangepeoplevaluewritereturntestsfindfileprogrammingjavacreate
Topic clusters

Topic 0

work
team
code
time
project
developer
good
people

Topic 1

class
function
object
method
type
interface
variable
language

Topic 2

question
answer
thank
edit
ask
think
good
comment

Topic 3

client
server
api
web
javascript
service
user
resource

Topic 4

branch
git
version
commit
project
merge
change
bug

Topic 5

datum
database
sql
table
query
store
need
column

Topic 6

test
unit
testing
tdd
code
write
integration
mock

Topic 7

thread
memory
pointer
cache
cpu
lock
time
process

Topic 8

model
domain
layer
view
entity
business
repository
controller
Top hashtags
#12.4K
#22.1K
#include1.9K
#define1.2K
#31.1K
#4422
#endif316
#ifdef280
#if223
#5208
#region198
#pragma146
#6111
#endregion107
#ifndef104
#else92
#section91
#776
#069
#648766
Top emoji
𝄞1
𝕥1
𝟶1
𠂊1

Computed over the full corpus.

Record

Catalog key
stackexchange-softwareengineering-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
851,808
Nodes
49,714
Edges
157,683 (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
2008/2024 (2000s, 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, 346.2 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 (787,242 rows), users (375,100 rows), x_votes (2,706,543 rows), x_badges (623,247 rows), x_tags (1,678 rows), x_post_history (653,560 rows), x_post_links (15,682 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 — softwareengineering.stackexchange.com [Data set]. https://stackexchange-softwareengineering.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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