Stack Exchange — academia.stackexchange.com

The content of academia.stackexchange.com (https://academia.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 515,352 rows: 148,806 posts (43,792 questions, 103,840 answers, 576 tag wiki excerpts, 576 tag wikis, 17 posts of type 6 and 5 posts of type 7) and 366,546 comments, written between 12 October 2011 and 31 March 2024. Beside it are 147,366 user accounts, 1,570,943 votes, 286,292 badges awarded, 466 tags, 406,267 post revisions and 17,657 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 616 rows.

#Academia stack exchange#Accepted answer#Higher education#Reputation#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 29,641 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

29.6K
Nodes
86.8K
Edges
9.88e-05
Density
206
Components
-0.1121
Assortativity
0.6%
Reciprocity
13.6K
Bridges
Most central nodes
848340.01103
88020.00945
4520.00884
6000.0085
7870.0081
1004060.00732
359090.00671
200700.00574
61440.0057
9290.00513
Content metrics

515,352 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 4.2 ± 11.097
min -43max 635
x view countμ 3.4K ± 11.1K
min 13max 487.2K
x answer countμ 2.372 ± 2.268
min 0max 28
x comment countμ 2.464 ± 3.479
min 0max 44
x favorite count1.2% true
true 1.2%false 98.8%
9.7
Flesch–Kincaid grade
US school grade level
10.3
Automated readability index
Frequent terms
workresearchpaperdonlikestudentstimethinkphdquestionpeoplegoodstudentknowuniversitywantanswerneedwayprofessorcoursepapersusedifferentfieldjournalcaseaskfindthingsacademicbetterpointprobablyproblemadvisoryearauthorjobyearssureschoolexperiencenewhelpreviewthesiswriteexampleactually
Topic clusters

Topic 0

journal
paper
review
editor
author
publish
reviewer
work

Topic 1

student
exam
class
grade
professor
course
question
time

Topic 2

phd
research
year
student
program
university
work
degree

Topic 3

question
answer
edit
vote
think
ask
comment
post

Topic 4

program
graduate
degree
physics
math
master
school
year

Topic 5

thesis
paper
publish
work
publication
phd
write
research

Topic 6

conference
paper
journal
submit
proceeding
abstract
publication
submission

Topic 7

thank
answer
advice
question
comment
good
edit
appreciate
Top hashtags
#1823
#2695
#3413
#4170
#584
#423134
#630
#724
#120420
#3108219
#816
#icanhazpdf16
#s15
#v15
#united_states14
#comment13
#q13
#1012
#page11
#1910

Computed over the full corpus.

Record

Catalog key
stackexchange-academia-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 3.0 / 4.0 (by contribution date) (CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
559,297
Nodes
29,641
Edges
86,788 (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
2011/2024 (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/details/stackexchange link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 189.4 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 (515,352 rows), users (147,366 rows), x_votes (1,570,943 rows), x_badges (286,292 rows), x_tags (466 rows), x_post_history (406,267 rows), x_post_links (17,657 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 — academia.stackexchange.com [Data set]. https://stackexchange-academia.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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