Stack Exchange — homebrew.stackexchange.com

The content of homebrew.stackexchange.com (https://homebrew.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 44,031 rows: 20,680 posts (6,179 questions, 14,159 answers, 167 tag wiki excerpts, 167 tag wikis, 5 posts of type 6 and 3 posts of type 7) and 23,351 comments, written between 3 December 2009 and 18 March 2024. Beside it are 14,026 user accounts, 66,902 votes, 25,815 badges awarded, 413 tags, 47,048 post revisions and 948 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 23 rows.

#Beer#Expertise network#Homebrewing#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 3,985 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

4K
Nodes
11K
Edges
6.91e-04
Density
24
Components
-0.1861
Assortativity
3.4%
Reciprocity
1.8K
Bridges
Most central nodes
33450.02736
4190.02686
8980.02108
4900.01883
3240.01807
780.01707
28690.01431
18700.01406
520.01305
590.01305
Content metrics

44,031 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.475 ± 2.682
min -8max 64
x view countμ 2.7K ± 9.4K
min 11max 444.6K
x answer countμ 2.292 ± 1.769
min 0max 33
x comment countμ 1.129 ± 1.726
min 0max 18
7.4
Flesch–Kincaid grade
US school grade level
7.8
Automated readability index
Frequent terms
beeryeastwaterusefermentationliketimewortsugardongoodaddbottlebrewtemperatureneedboilbatchwantbottlesthinkbrewinggravityhopsmashwayknowwineflavormaltdayssuredryquestionrecipetastegrainkeggoingco2hoplittlesecondarylongextractgallonprobablytryalcoholhigh
Topic clusters

Topic 0

answer
hydrometer
question
gravity
thank
reading
measure
refractometer

Topic 1

keg
beer
bottle
pressure
carbonate
carbonation
gas
line

Topic 2

bottle
airlock
use
clean
carboy
rinse
cap
sanitize

Topic 3

yeast
starter
pitch
cell
wort
mead
nutrient
dry

Topic 4

hop
boil
dry
aroma
hopping
bitterness
bittering
beer

Topic 5

mash
grain
boil
water
sparge
gallon
kettle
tun

Topic 6

cider
wine
apple
juice
yeast
add
sugar
grape

Topic 7

brew
beer
brewing
book
good
brewer
question
home

Topic 8

malt
wheat
extract
grain
stout
barley
recipe
mash
Top hashtags
#274
#173
#329
#s21
#417
#710
#69
#2207
#97
#56
#2185
#v4
#1b3
#msg1916423
#q3
#10562
#13322
#35232
#602
#74852

Computed over the full corpus.

Record

Catalog key
stackexchange-homebrew-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
50,479
Nodes
3,985
Edges
10,965 (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
2009/2024 (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, 15.9 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 (44,031 rows), users (14,026 rows), x_votes (66,902 rows), x_badges (25,815 rows), x_tags (413 rows), x_post_history (47,048 rows), x_post_links (948 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 — homebrew.stackexchange.com [Data set]. https://stackexchange-homebrew.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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