Stack Exchange — cooking.stackexchange.com

LimitedMediumgraphtextStack Exchange

The content of cooking.stackexchange.com (https://cooking.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 235,119 rows: 92,200 posts (27,325 questions, 64,239 answers, 306 tag wiki excerpts, 306 tag wikis, 4 posts of type 3, 15 posts of type 6 and 5 posts of type 7) and 142,919 comments, written between 9 July 2010 and 31 March 2024. Beside it are 78,392 user accounts, 495,416 votes, 156,128 badges awarded, 833 tags, 232,707 post revisions and 9,336 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 253 rows.

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 235,119 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

235.1K
Nodes
207.2K
Edges
3.75e-06
Density
28K
Components
0
Assortativity
0.0%
Reciprocity
207.2K
Bridges
Most central nodes
3960.00037
7840.00034
1164370.00015
74140.00015
4030.00014
5670.00014
2670.00013
50.00013
1253130.00013
416380.00013
Content metrics

235,119 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 2.201 ± 4.923
min -14max 271
x view countμ 13.3K ± 44.2K
min 11max 1.7M
x answer countμ 2.351 ± 2.21
min 0max 85
x comment countμ 1.55 ± 2.311
min 0max 74
x favorite count0.5% true
true 0.5%false 99.5%
8.0
Flesch–Kincaid grade
US school grade level
8.6
Automated readability index
Frequent terms
likeusewaterdontimecookingfoodrecipegoodoiladdtemperaturewantheatmeatpanquestionovenwaysugarthinkcookneedflouranswerknowmilktastesaltdifferentflavorbreadbuttertryhotlongbitdoughsaucesurebakingfindcookedlittlebettermakingworkfatdoesnprobably
Topic clusters

Topic 0

answer
question
edit
thank
comment
post
site
ask

Topic 1

meat
chicken
cook
steak
grill
bone
beef
fish

Topic 2

pan
iron
steel
cast
heat
stove
oil
wok

Topic 3

milk
cream
sugar
butter
yogurt
ice
fat
gelatin

Topic 4

food
fridge
jar
freeze
freezer
bacteria
seal
temperature

Topic 5

dough
bread
yeast
pizza
starter
rise
flour
loaf

Topic 6

recipe
question
answer
ask
ingredient
cook
chef
cooking

Topic 7

wine
alcohol
fruit
taste
flavor
juice
lemon
grape

Topic 8

pasta
cheese
noodle
sauce
water
roux
cheddar
add

Topic 9

curry
pepper
spice
flavor
basil
add
leaf
herb

Topic 10

plastic
water
pot
bag
boil
steam
heat
temperature

Topic 11

egg
yolk
white
popcorn
shell
omelette
cook
add
Show all 24 topics

Topic 12

tea
coffee
brew
grind
caffeine
grinder
steep
filter

Topic 13

flour
gluten
wheat
bread
protein
free
recipe
use

Topic 14

oil
fry
olive
frying
fryer
deep
virgin
fat

Topic 15

oven
convection
temperature
fan
bake
heat
microwave
thermometer

Topic 16

knife
blade
sharpen
cut
edge
sharp
steel
hone

Topic 17

onion
garlic
clove
shallot
peel
green
cook
add

Topic 18

chocolate
cocoa
powder
melt
sugar
milk
butter
bar

Topic 19

rice
cooker
water
cook
grain
basmati
risotto
sticky

Topic 20

cake
bake
batter
powder
recipe
mix
soda
flour

Topic 21

vinegar
pickle
brine
acid
wine
salt
ferment
fermentation

Topic 22

potato
tofu
dumpling
cook
starch
squash
peel
fry

Topic 23

tomato
sauce
paste
salsa
ripen
flavor
vine
ketchup
Top hashtags
#2229
#1210
#3114
#463
#556
#v31
#1026
#726
#624
#913
#1212
#811
#q11
#4010
#history10
#t9
#beef7
#comment7
#page7
#safety7
Top emoji
🍌6
😁1

Computed over the full corpus.

Record

Catalog key
stackexchange-cooking-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
235,119
Nodes
235,119
Edges
207,158 (directed)
Collected
2010/2024 (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, 83.5 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 (235,119 rows), users (78,392 rows), x_votes (495,416 rows), x_badges (156,128 rows), x_tags (833 rows), x_post_history (232,707 rows), x_post_links (9,336 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 — cooking.stackexchange.com [Data set]. https://stackexchange-cooking.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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