Stack Exchange — travel.stackexchange.com

A Stack Exchange (travel.stackexchange.com) dataset of 31,218 users, 61,029 answer-collaboration edges, 48,768 questions, 76,736 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 travel.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#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 31,218 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

31.2K
Nodes
61K
Edges
6.26e-05
Density
342
Components
-0.1795
Assortativity
1.7%
Reciprocity
19.8K
Bridges
Most central nodes
1400.01477
90090.01371
1010.01246
6930.01051
37360.00891
260.00875
18100.00852
25090.00817
3240.00692
100510.00503
Content metrics

125,504 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 6.634 ± 10.959
min -20max 556
view countμ 1.3K ± 8.2K
min 0max 439.6K
answer countμ 0.612 ± 1.202
min 0max 32
comment countμ 2.427 ± 3.229
min 0max 38
9.2
Flesch–Kincaid grade
US school grade level
9.4
Automated readability index
Frequent terms
visatimeneedtravellikedonairportflightcountrypassportpeoplewaywantdayusefindticketknowtraindaystripgoodcheckcountriesgoingbuscardcitylongschengenstaynewcarvisitpossibleareacaseflightsairlinehoursbestticketsdifferentairlinessurequestioninformationplacethinkwork
Topic clusters

Topic 0

visa
passport
schengen
country
citizen
apply
need
entry

Topic 1

train
ticket
paris
station
bus
pass
rail
travel

Topic 2

bus
island
dive
diving
america
peru
tour
argentina

Topic 3

sim
phone
datum
mobile
card
use
internet
wifi

Topic 4

card
atm
bank
exchange
currency
cash
rate
money

Topic 5

car
rental
license
drive
insurance
rent
driver
company

Topic 6

luggage
bag
baggage
check
carry
item
airline
tsa

Topic 7

visa
russia
georgia
russian
border
country
mongolia
moscow

Topic 8

japanese
japan
tokyo
people
onsen
geisha
korea
yen

Topic 9

bus
train
station
london
amtrak
greyhound
airport
line

Topic 10

kosovo
serbia
city
capital
large
albania
europe
border

Topic 11

ski
snow
resort
weather
mountain
skiing
temperature
rain
Show all 32 topics

Topic 12

phi
abz
zzyzx
tgd
sentri
yow
zad
cbg

Topic 13

hotel
hostel
room
stay
airbnb
price
booking
dorm

Topic 14

flight
search
airline
price
ticket
cheap
book
website

Topic 15

airline
flight
ticket
fare
change
book
return
seat

Topic 16

mile
alliance
program
airline
earn
status
frequent
upgrade

Topic 17

wall
language
thailand
english
asia
india
tibet
southeast

Topic 18

state
aboriginal
states
north
united
large
australia
new

Topic 19

view
sydney
park
new
tour
boston
house
christchurch

Topic 20

visit
rome
day
munich
city
museum
switzerland
germany

Topic 21

cruise
ship
boat
caribbean
pole
excursion
line
sail

Topic 22

guide
travel
lonely
planet
tour
book
trip
place

Topic 23

citizen
morocco
africa
casablanca
nationality
congo
guinea
law

Topic 24

malaria
vaccination
mosquito
fever
risk
bug
bite
repellent

Topic 25

bus
istanbul
tbilisi
train
thessaloniki
batumi
greece
station

Topic 26

bus
airport
amsterdam
tram
train
eindhoven
frankfurt
hahn

Topic 27

restaurant
food
meat
eat
beef
vegetarian
dish
place

Topic 28

london
museum
windsor
park
view
music
pub
walk

Topic 29

water
toilet
tap
drink
squat
bottled
safe
hand

Topic 30

seat
passenger
child
crew
flight
baby
infant
plane

Topic 31

insurance
cover
health
medical
travel
policy
coverage
ehic
Top hashtags
#151
#242
#3936
#324
#416
#55
#65
#103
#93
#by_boat3
#entry_requirements3
#flights3
#152
#162
#172
#1852
#1892
#192
#202
#2522

Sampled: text metrics from 50K of 484.4K records; topic model from 20K.

Record

Catalog key
stackexchange-travel-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
484,449
Nodes
31,218
Edges
61,029 (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, 148.9 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 — travel.stackexchange.com [Data set]. https://stackexchange-travel-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 — travel.stackexchange.com. 2025, stackexchange-travel-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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