Stack Exchange — judaism.stackexchange.com

A Stack Exchange (judaism.stackexchange.com) dataset of 6,537 users, 31,649 answer-collaboration edges, 40,878 questions, 60,873 answers, collected by Stack Exchange, Inc. via the annual Stack Exchange Data Dump. Each record contains user nodes (reputation, badge counts, vote history), directed weighted edges (answerer→asker, weight=answer score, count=interactions, accepted=bool), post text, tag distribution. User collaboration network from judaism.stackexchange.com — directed weighted graph where edges represent knowledge-sharing relationships (A answered B's question), with edge weight reflecting answer quality. Enables prestige hierarchy, community detection, and expertise flow analysis.. Suitable for expertise network analysis, reputation systems, community detection, knowledge flow, PageRank-based authority ranking, Q&A platform dynamics..

#Expertise network#Judaism#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 6,537 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

6.5K
Nodes
31.6K
Edges
7.41e-04
Density
21
Components
-0.2554
Assortativity
11.3%
Reciprocity
3.1K
Bridges
Most central nodes
52750.0586
2000.04789
1700.04605
20.03993
50.03611
4720.03565
18570.03534
7300.03458
1280.03182
7320.02999
Content metrics

101,751 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 3.512 ± 4.132
min -15max 132
view countμ 228.043 ± 1.1K
min 0max 107.4K
answer countμ 0.598 ± 1.212
min 0max 51
comment countμ 2.845 ± 3.485
min 0max 56
9.2
Flesch–Kincaid grade
US school grade level
10.4
Automated readability index
Frequent terms
torahsayspeoplelikejewishrabbiquotquestiontimeknowdonpersondaysaidjewsgodanswerwayhashemnonaccordingshabbossourceravdifferentusemoshereasoncasethinkrambamdaysaruchyearsneedkosherexampleisraelrashijewhalachagoodworldsourceswordgemarafinddoesnwordsshabbat
Topic clusters

Topic 0

wear
garment
cover
tallit
tefillin
head
string
tzitzit

Topic 1

hebrew
word
pronounce
pronunciation
mean
meaning
aramaic
language

Topic 2

marriage
marry
woman
child
father
rabbi
man
wedding

Topic 3

yom
brachos
kippur
kol
daf
kaddish
sheva
nusach

Topic 4

money
pay
steal
loan
charity
ticket
maaser
reuven

Topic 5

music
tune
song
listen
sing
hashem
eli
chazzan

Topic 6

shabbos
play
muktze
muktza
muktzeh
game
shabbo
use

Topic 7

fruit
eat
tree
bread
matza
plant
pesach
matzah

Topic 8

kosher
product
meat
non
kashrut
ingredient
milk
food

Topic 9

erase
question
book
number
answer
davene
humor
copyright

Topic 10

candle
light
lighting
chanuka
menorah
night
chanukah
home

Topic 11

rebbe
chabad
lubavitcher
kabbalah
chassidus
learn
yeshiva
study
Show all 36 topics

Topic 12

ישראל
ולא
אין
דברי
מאתים
אמר
אלא
מרדכי

Topic 13

plague
egypt
pharaoh
egyptians
moshe
jews
moses
prophecy

Topic 14

accord
davening
kaddish
word
barechu
rashi
yosef
rav

Topic 15

weekly
parshas
portion
parsha
pesukim
parashat
parshat
torah

Topic 16

god
believe
exist
world
belief
miracle
existence
life

Topic 17

sunset
day
minute
sun
sunrise
time
moon
hour

Topic 18

rashi
pshat
commentary
language
peshat
midrash
explanation
comment

Topic 19

wall
sukkah
door
tefachim
sechach
elevator
roof
schach

Topic 20

yaakov
year
avraham
bear
yitzchok
avinu
yosef
birth

Topic 21

save
case
halachic
life
mitzvah
halacha
example
person

Topic 22

chanukah
day
chanuka
oil
miracle
shavuos
menorah
celebrate

Topic 23

animal
milk
meat
kosher
eat
pig
cook
slaughter

Topic 24

day
month
year
leap
calendar
adar
nisan
function

Topic 25

shave
haircut
cut
hair
beard
trim
nail
mustache

Topic 26

eat
meal
wait
meat
sukkah
ukva
dairy
hour

Topic 27

kill
death
murder
sanhedrin
court
ben
execute
penalty

Topic 28

upvote
answer
interesting
hour
link
accept
cite
possible

Topic 29

cup
wine
kiddush
drink
juice
grape
liquor
plastic

Topic 30

wash
hand
washing
water
yadayim
tamei
bread
touch

Topic 31

jewish
judaism
convert
jews
conversion
religion
jew
community

Topic 32

yodeya
umeya
chamisha
shelosha
shemona
vachamishim
ushmonim
ushloshim

Topic 33

yodeya
shisha
umeya
shnayim
umatayim
veshishim
ushmonim
ushloshim

Topic 34

torah
reading
read
tag
onen
aryeh
site
reader

Topic 35

mincha
tachanun
night
friday
daven
day
early
chatzos
Top hashtags
#1106
#2102
#3971
#356
#420
#719
#610
#v10
#59
#117
#82207
#82217
#x20017
#x202c7
#426
#86
#96
#x202b6
#14975
#225

Sampled: text metrics from 50K of 434.7K records; topic model from 20K.

Record

Catalog key
stackexchange-judaism-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2025
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by post date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
434,748
Nodes
6,537
Edges
31,649 (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/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 132.6 MB across 1 files. Checksums in MANIFEST.json.

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_2025,
  title     = {Stack Exchange Data Dump},
  author    = {{Stack Exchange, Inc.}},
  year      = {2025},
  publisher = {Internet Archive},
  url       = {https://archive.org/download/stackexchange}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Stack Exchange, Inc. (2025). Stack Exchange — judaism.stackexchange.com [Data set]. https://stackexchange-judaism-stackexchange-com.echo.directory/

MLA

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

Stack Exchange, Inc. Stack Exchange — judaism.stackexchange.com. 2025, stackexchange-judaism-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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