Stack Exchange — christianity.stackexchange.com

A Stack Exchange (christianity.stackexchange.com) dataset of 8,271 users, 24,110 answer-collaboration edges, 16,728 questions, 38,510 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 christianity.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..

#Christianity#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 8,271 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

8.3K
Nodes
24.1K
Edges
3.52e-04
Density
59
Components
-0.2145
Assortativity
5.5%
Reciprocity
4.6K
Bridges
Most central nodes
2070.05042
40.03277
2340.02672
200.02612
214960.02503
10390.0243
840.02249
300.02213
38890.0208
17430.02068
Content metrics

55,238 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 3.754 ± 5.191
min -17max 128
view countμ 1.2K ± 7.7K
min 0max 440.2K
answer countμ 0.698 ± 1.46
min 0max 21
comment countμ 2.477 ± 3.324
min 0max 61
10.1
Flesch–Kincaid grade
US school grade level
10.9
Automated readability index
Frequent terms
godjesuschurchchristquotmanpeoplelordbiblespiritfathersinsaidholyjohntimecatholiclifefaithlikesonwordquestionshallthingsknowgoodbelievechristiannewwaylawdayworldheavendeathearthsayscomepersonloveanswerpaulchristiansscripturethinkhumantestamentbodybook
Topic clusters

Topic 0

jesus
john
father
god
son
death
disciple
christ

Topic 1

translation
bible
book
write
testament
text
manuscript
new

Topic 2

marriage
sin
wife
woman
sex
marry
husband
man

Topic 3

israel
god
lord
abraham
messiah
time
jacob
people

Topic 4

earth
genesis
day
flood
creation
year
create
evolution

Topic 5

god
predestination
grace
calvinist
calvin
augustine
man
save

Topic 6

mormon
lds
smith
church
joseph
doctrine
book
god

Topic 7

god
universe
science
exist
time
existence
create
thing

Topic 8

church
denomination
catholic
protestant
baptist
orthodox
bishop
group

Topic 9

adam
eve
tree
cain
eat
god
genesis
create

Topic 10

baptism
church
catholic
baptize
infant
saint
sacrament
catechism

Topic 11

satan
angel
demon
lucifer
devil
god
heaven
cast
Show all 21 topics

Topic 12

god
evil
good
love
joy
free
life
thing

Topic 13

day
sabbath
celebrate
christmas
easter
celebration
sunday
lent

Topic 14

trinity
father
person
god
son
nature
spirit
holy

Topic 15

pope
church
papal
catholic
authority
peter
infallibility
cathedra

Topic 16

cross
image
symbol
worship
icon
idol
idolatry
church

Topic 17

mary
virgin
mother
catholic
virginity
rosary
devotion
conception

Topic 18

faith
work
salvation
god
save
sin
love
christ

Topic 19

law
sin
moral
god
moses
christ
eat
testament

Topic 20

luther
faith
martin
work
indulgence
church
pope
catholic
Top hashtags
#1126
#2119
#3974
#371
#419
#h19
#511
#127
#176
#3306
#en6
#sthash6
#105
#65
#675
#v5
#103254
#144
#184
#294

Sampled: text metrics from 50K of 211.3K records; topic model from 20K.

Record

Catalog key
stackexchange-christianity-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
211,301
Nodes
8,271
Edges
24,110 (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
2011/2024 (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/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 119.4 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 — christianity.stackexchange.com [Data set]. https://stackexchange-christianity-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 — christianity.stackexchange.com. 2025, stackexchange-christianity-stackexchange-com.echo.directory/.

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