Stack Exchange — patents.stackexchange.com

The content of patents.stackexchange.com (https://patents.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 25,086 rows: 12,242 posts (4,675 questions, 7,197 answers, 176 tag wiki excerpts, 176 tag wikis and 18 posts of type 7) and 12,844 comments, written between 5 September 2012 and 26 March 2024. Beside it are 19,465 user accounts, 32,388 votes, 20,868 badges awarded, 2,170 tags, 39,607 post revisions and 679 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 33 rows.

#Expertise network#Intellectual property#Patent#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 4,098 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

4.1K
Nodes
5.6K
Edges
3.36e-04
Density
61
Components
-0.186
Assortativity
0.1%
Reciprocity
2.8K
Bridges
Most central nodes
17670.05663
36220.02441
33630.0105
34470.00732
12740.00659
40680.00635
119470.00537
34180.00513
199130.00488
340.00488
Content metrics

25,086 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 0.876 ± 2.185
min -5max 85
x comment countμ 1.049 ± 1.83
min 0max 21
x view countμ 488.15 ± 2K
min 6max 61.1K
x answer countμ 1.54 ± 2.264
min 0max 111
9.9
Flesch–Kincaid grade
US school grade level
10.2
Automated readability index
Frequent terms
patentapplicationclaimpatentsartpriorclaimsinventionquestionuseprovisionaldatefilelikeanswerfilingsystemmethodnontimeproductnewfiledcasesaidsearchinformationideaapplicationswaydataneedinventorusptodevicebasednumberdifferentuserknowdonsoftwarefindgrantedexamplecompanywantpublicthinkdesign
Topic clusters

Topic 0

answer
thank
question
edit
comment
think
link
good

Topic 1

application
provisional
file
pct
date
patent
priority
filing

Topic 2

claim
dependent
invention
patent
independent
method
embodiment
mean

Topic 3

patent
product
country
sell
idea
company
invention
manufacture

Topic 4

patent
search
google
question
patents
ask
find
link

Topic 5

patent
inventor
company
attorney
invention
work
right
idea

Topic 6

expire
patent
year
fee
date
term
maintenance
expiration

Topic 7

design
patent
claim
seat
utility
use
art
heat

Topic 8

user
datum
location
prior
art
base
device
system

Topic 9

software
algorithm
patent
patentable
source
code
computer
method
Top hashtags
#150
#231
#711
#39
#v9
#88
#t7
#65
#61089554
#forward4
#heading4
#2413
#43
#53
#history3
#q3
#102
#1002
#112
#1122

Computed over the full corpus.

Record

Catalog key
stackexchange-patents-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
29,674
Nodes
4,098
Edges
5,639 (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
2012/2024 (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, 12.4 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 (25,086 rows), users (19,465 rows), x_votes (32,388 rows), x_badges (20,868 rows), x_tags (2,170 rows), x_post_history (39,607 rows), x_post_links (679 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 — patents.stackexchange.com [Data set]. https://stackexchange-patents.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →