Stack Exchange — boardgames.stackexchange.com

A Stack Exchange (boardgames.stackexchange.com) dataset of 9,031 users, 19,556 answer-collaboration edges, 13,873 questions, 25,108 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 boardgames.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..

#Board game#Expertise network#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 9,031 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

9K
Nodes
19.6K
Edges
2.40e-04
Density
134
Components
-0.1674
Assortativity
2.5%
Reciprocity
5.1K
Bridges
Most central nodes
1910.02591
13440.02171
4360.01717
22600.0113
21330.01041
33890.00997
18730.00952
18880.00919
1220.00853
126170.00853
Content metrics

38,981 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 5.155 ± 6.631
min -15max 222
view countμ 1.4K ± 11K
min 0max 1.5M
answer countμ 0.644 ± 1.302
min 0max 41
comment countμ 1.419 ± 2.336
min 0max 45
8.8
Flesch–Kincaid grade
US school grade level
9.6
Automated readability index
Frequent terms
cardgamecardsplayerplayabilitycreatureplayersrulesturnquotlikedamagehandtimeuseopponentdeckspelleffectruledongamesstackmanacastplayingabilitiesbattlefieldwaycostplayedboardpointsendcreaturesdrawnumberdoesnexamplenewcombattargetgoodeffectsneedwantordercontrolset
Topic clusters

Topic 0

suit
partner
bid
hand
spade
trump
trick
bridge

Topic 1

ability
spell
trigger
cast
target
stack
creature
battlefield

Topic 2

card
play
draw
discard
hand
player
pile
rule

Topic 3

monster
investigator
horror
arkham
gate
mythos
item
sanity

Topic 4

game
board
box
store
piece
online
find
people

Topic 5

deck
mana
color
land
card
creature
like
red

Topic 6

damage
creature
combat
block
deal
assign
blocker
step

Topic 7

russia
germany
japan
axis
infantry
ipc
allies
fighter

Topic 8

deck
booster
pack
format
draft
card
magic
set

Topic 9

chess
pawn
bishop
position
piece
opening
queen
knight

Topic 10

ship
planet
power
alien
hex
colony
player
encounter

Topic 11

catan
settlers
resource
knights
cities
expansion
settler
seafarers
Show all 36 topics

Topic 12

settlement
road
puerto
rico
resource
building
build
strategy

Topic 13

route
ticket
train
ride
station
destination
complete
city

Topic 14

pandemic
epidemic
disease
cube
cure
outbreak
infection
city

Topic 15

unit
army
model
squad
warhammer
combat
support
codex

Topic 16

bet
poker
blind
dealer
pot
casino
blackjack
chip

Topic 17

property
monopoly
house
hotel
sell
rent
bank
auction

Topic 18

ice
runner
run
server
netrunner
access
corp
agenda

Topic 19

agricola
food
family
animal
wood
action
improvement
occupation

Topic 20

stone
black
white
joseki
corner
shape
thickness
handicap

Topic 21

carcassonne
city
tile
meeple
farm
farmer
cloister
road

Topic 22

sleeve
print
card
paper
box
plastic
size
use

Topic 23

word
scrabble
letter
tile
dictionary
bingo
score
play

Topic 24

dominion
kingdom
intrigue
prosperity
card
set
province
buy

Topic 25

game
people
player
play
like
try
think
time

Topic 26

dice
die
sided
roll
number
spindown
method
standard

Topic 27

build
resource
wonder
age
stage
neighbor
card
building

Topic 28

copper
buy
chapel
silver
trash
gold
province
coppersmith

Topic 29

cylon
human
galactica
pegasus
crisis
admiral
battlestar
reveal

Topic 30

dungeon
hero
descent
overlord
game
ravenloft
campaign
character

Topic 31

loop
bang
player
leave
life
damage
active
shortcut

Topic 32

werewolf
role
mafia
night
seer
villager
kill
moderator

Topic 33

tile
river
draw
navigator
place
player
turn
cavern

Topic 34

turn
confront
problem
faceoff
fenrir
extra
sifter
ninja

Topic 35

race
decline
region
conquer
active
token
occupy
conquest
Top hashtags
#39676
#1154
#2149
#382
#435
#x2031
#19811
#511
#69
#79
#048
#87
#436
#include6
#mtgun36
#135
#225
#2515
#x315
#104

Sampled: text metrics from 50K of 111K records; topic model from 20K.

Record

Catalog key
stackexchange-boardgames-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
110,972
Nodes
9,031
Edges
19,556 (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
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/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 42.4 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 — boardgames.stackexchange.com [Data set]. https://stackexchange-boardgames-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 — boardgames.stackexchange.com. 2025, stackexchange-boardgames-stackexchange-com.echo.directory/.

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