Stack Exchange — law.stackexchange.com

LimitedMediumgraphtextStack Exchange

The content of law.stackexchange.com (https://law.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 232,567 rows: 73,344 posts (29,117 questions, 43,252 answers, 481 tag wiki excerpts, 481 tag wikis, 10 posts of type 6 and 3 posts of type 7) and 159,223 comments, written between 26 May 2015 and 31 March 2024. Beside it are 43,909 user accounts, 357,731 votes, 86,358 badges awarded, 1,104 tags, 218,851 post revisions and 5,101 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 511 rows.

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 232,567 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

232.6K
Nodes
202.5K
Edges
3.74e-06
Density
30.1K
Components
0
Assortativity
0.0%
Reciprocity
202.5K
Bridges
Most central nodes
499570.00021
779870.00018
447400.00015
458510.00014
469570.00014
806860.00014
474530.00013
768070.00013
675930.00012
963210.00012
Content metrics

232,567 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.748 ± 4.852
min -14max 230
x view countμ 1.2K ± 4.9K
min 5max 229.7K
x answer countμ 1.486 ± 1.068
min 0max 16
x comment countμ 2.172 ± 3.063
min 0max 49
x favorite count2.6% true
true 2.6%false 97.4%
10.3
Flesch–Kincaid grade
US school grade level
11.0
Automated readability index
Frequent terms
lawcourtcaselegalquestionpersonusestatecontractlikedonanswerworkcopyrightcompanyrighttimestatespeopleexamplelawsknowdatawayactpropertyinformationneedpublicthinkevidencecasesdoesnrightsdifferentcriminalgovernmentnewfederalwantpartylicensecrimepaypolicefactlawyerprobablymoneyspecific
Topic clusters

Topic 0

answer
question
thank
edit
ask
comment
think
post

Topic 1

law
state
court
constitution
president
amendment
government
congress

Topic 2

copyright
work
use
trademark
fair
copy
infringement
mark

Topic 3

landlord
tenant
lease
rent
property
month
notice
owner

Topic 4

child
citizenship
country
citizen
state
marriage
property
law

Topic 5

contract
employee
employer
work
pay
agreement
employment
party

Topic 6

datum
gdpr
data
personal
consent
controller
processing
user

Topic 7

jury
trial
witness
judge
evidence
defendant
guilty
prosecution

Topic 8

tax
income
taxis
company
profit
pay
sale
corporation

Topic 9

car
vehicle
drive
speed
traffic
plate
road
driver

Topic 10

lawyer
client
attorney
advice
legal
question
case
law

Topic 11

bank
account
money
credit
card
pay
customer
refund
Show all 14 topics

Topic 12

police
officer
arrest
search
warrant
suspect
stop
crime

Topic 13

license
software
code
gpl
source
use
mit
open
Top hashtags
#1310
#2286
#3133
#457
#532
#united_states23
#615
#713
#page12
#s12
#v11
#2810
#129
#h9
#1238
#88
#history8
#117
#b7
#cite_note7
Top emoji
😓1

Computed over the full corpus.

Record

Catalog key
stackexchange-law-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
232,567
Nodes
232,567
Edges
202,475 (directed)
Collected
2015/2024 (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, 98.7 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 (232,567 rows), users (43,909 rows), x_votes (357,731 rows), x_badges (86,358 rows), x_tags (1,104 rows), x_post_history (218,851 rows), x_post_links (5,101 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 — law.stackexchange.com [Data set]. https://stackexchange-law.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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