Stack Exchange — anime.stackexchange.com

A Stack Exchange (anime.stackexchange.com) dataset of 8,872 users, 15,025 answer-collaboration edges, 12,374 questions, 19,336 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 anime.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..

#Anime#Expertise network#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 8,872 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

8.9K
Nodes
15K
Edges
1.91e-04
Density
248
Components
-0.1385
Assortativity
4.6%
Reciprocity
6.3K
Bridges
Most central nodes
30280.05388
15870.03506
28690.02142
930.0204
14580.01815
28080.01623
15300.01465
36500.01398
19080.01375
490.01364
Content metrics

31,710 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 3.937 ± 5.682
min -10max 141
view countμ 3.6K ± 24.9K
min 0max 1.5M
answer countμ 0.61 ± 1.104
min 0max 15
comment countμ 1.087 ± 1.801
min 0max 20
8.9
Flesch–Kincaid grade
US school grade level
9.7
Automated readability index
Frequent terms
animemangalikeepisodetimequotseriesknowusepowerthinknarutodonworldpeoplejapanesewayablestorydeathchapterenddifferentcharactercharactersdoesnquestionanswerbodydidnactuallyoriginalseasonlifelightsaiddragonreasonchakranewfindprobablysuperseengokuformpointepisodeshumannote
Topic clusters

Topic 0

fruit
haki
luffy
devil
user
power
logia
water

Topic 1

manga
novel
series
anime
chapter
volume
light
story

Topic 2

japanese
character
english
word
anime
like
mean
japan

Topic 3

girl
remember
boy
guy
school
anime
robot
hair

Topic 4

fairy
kirito
guild
tail
magic
natsu
dragon
sao

Topic 5

death
note
die
light
write
kill
shinigami
misa

Topic 6

anime
animation
season
manga
production
studio
episode
series

Topic 7

song
music
play
track
soundtrack
ost
sing
episode

Topic 8

madara
sharingan
rinnegan
eye
obito
uchiha
itachi
kakashi

Topic 9

alchemist
alchemy
transmutation
stone
fullmetal
gate
hohenheim
brotherhood

Topic 10

chakra
naruto
clone
technique
jutsu
sage
mode
seal

Topic 11

oreki
chitanda
wikipedia
sensei
kano
boku
san
kuni
Show all 23 topics

Topic 12

goku
dragon
ball
saiyan
super
gohan
vegeta
cell

Topic 13

fate
grail
saber
shirou
archer
night
stay
war

Topic 14

episode
hei
end
happen
yin
scene
season
reference

Topic 15

naruto
clan
hokage
exam
chunin
uzumaki
village
shippuden

Topic 16

titan
eren
titans
wall
proxy
human
ergo
armin

Topic 17

happen
exactly
world
black
day
stand
jack
psyren

Topic 18

orochimaru
seal
kabuto
tensei
edo
soul
hokage
body

Topic 19

ichigo
bankai
aizen
shinigami
rukia
zanpakuto
power
byakuya

Topic 20

madoka
homura
witch
magical
sayaka
girl
gem
magica

Topic 21

pokemon
pokémon
pikachu
ash
trainer
game
rocket
mew

Topic 22

lelouch
geass
code
suzaku
britannia
charles
order
nunnally
Top hashtags
#193
#266
#3948
#328
#618
#417
#517
#715
#119
#919
#939
#108
#358
#177
#187
#97
#initial7
#t7
#136
#86

Sampled: text metrics from 50K of 81.9K records; topic model from 20K.

Record

Catalog key
stackexchange-anime-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
81,921
Nodes
8,872
Edges
15,025 (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
2012/2024 (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, 36.5 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 — anime.stackexchange.com [Data set]. https://stackexchange-anime-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 — anime.stackexchange.com. 2025, stackexchange-anime-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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