Stack Exchange — or.stackexchange.com

The content of or.stackexchange.com (https://or.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 28,904 rows: 9,983 posts (4,082 questions, 5,547 answers, 172 tag wiki excerpts, 172 tag wikis and 10 posts of type 6) and 18,921 comments, written between 30 May 2019 and 31 March 2024. Beside it are 10,212 user accounts, 54,874 votes, 16,705 badges awarded, 271 tags, 33,592 post revisions and 885 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 100 rows.

#Operations research#Optimization#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 1,753 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.8K
Nodes
4.3K
Edges
1.40e-03
Density
20
Components
-0.2422
Assortativity
1.3%
Reciprocity
836
Bridges
Most central nodes
3500.02397
59710.0234
33050.02169
33960.02169
8580.02169
1390.02055
1990.02055
380.02055
650.01941
8360.01941
Content metrics

28,904 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.889 ± 3.624
min -9max 62
x view countμ 549.716 ± 1.2K
min 11max 18.6K
x answer countμ 1.36 ± 1.265
min 0max 17
x comment countμ 1.898 ± 2.725
min 0max 45
x favorite count5.6% true
true 5.6%false 94.4%
9.8
Flesch–Kincaid grade
US school grade level
10.7
Automated readability index
Frequent terms
problemmodelconstraintssolutionconstrainttimevariablesobjectiveusesolveroptimizationsolvefunctionvariablesetsum_likevaluequestionproblemsnumberendlineartextexampleneedintegerquadwantoptimalbinarysumleqprogrammingfindanswercaseforallwayrightknowcostbeginthinkalignfollowingalgorithmconvexdifferentadd
Topic clusters

Topic 0

thank
question
answer
research
comment
post
think
edit

Topic 1

variable
constraint
objective
binary
function
value
linear
problem

Topic 2

vehicle
time
problem
demand
product
cost
model
order

Topic 3

convex
problem
point
constraint
solution
function
dual
feasible

Topic 4

cplex
model
pyomo
python
solver
pyo
use
code

Topic 5

job
task
machine
time
shift
scheduling
schedule
day

Topic 6

node
edge
graph
flow
arc
path
problem
network

Topic 7

optimization
solution
algorithm
problem
heuristic
search
metaheuristic
good

Topic 8

gurobi
solver
model
license
file
gurobipy
python
use
Top hashtags
#149
#238
#define36
#include35
#328
#print20
#objective14
#constraints13
#model12
#potência12
#create11
#the11
#410
#ne10
#variables10
#j9
#58
#78
#for8
#index8

Computed over the full corpus.

Record

Catalog key
stackexchange-or-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
33,122
Nodes
1,753
Edges
4,296 (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
2019/2024 (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, 12.2 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 (28,904 rows), users (10,212 rows), x_votes (54,874 rows), x_badges (16,705 rows), x_tags (271 rows), x_post_history (33,592 rows), x_post_links (885 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 — or.stackexchange.com [Data set]. https://stackexchange-or.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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