YouTube Snapshot 080430

A YouTube dataset of 102,847 videos, 1,325,498 related-video edges, collected by Cheng et al. via YouTube API (2007-2008). Each record contains video metadata (ID, uploader, age, category, length, views, rate, ratings, comments), related video IDs. Early YouTube snapshot 080430 capturing the video graph and metadata from the platform's rapid growth period in 2007-2008. Suitable for social network analysis, video recommendation, information diffusion, community detection.

#Network snapshot#Related video#Video graph#Video metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 701,935 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

701.9K
Nodes
1.3M
Edges
2.69e-06
Density
9
Components
-0.02394
Assortativity
15.9%
Reciprocity
492.9K
Bridges
Most central nodes
KMP8OSWGcss0.00022
3D-RcUdXVAk0.0002
0rgQho8licc0.00018
Ba3N_awXcow0.00018
zyyCcjbrWOM0.00017
YL3KSw1OpJo0.00017
egPgU5kAjKE0.00015
cOe0vatHo3k0.00015
WaIR9dAZRR00.00014
E1fOa5ufPmc0.00014
Content metrics

102,847 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 901.73 ± 210.833
min 0max 1.2K
lengthμ 207.363 ± 206.154
min 0max 28.4K
viewsμ 21.2K ± 99.8K
min 0max 18M
rateavg 3.91 / 5
0std 1.585
ratingsμ 37.559 ± 136.691
min 0max 13.9K
commentsμ 33.114 ± 292.48
min 0max 78.6K
related countμ 12.888 ± 9.291
min 0max 22
23.2
Flesch–Kincaid grade
US school grade level
25.7
Automated readability index
Frequent terms
entertainmentmusicsportscomedyblogspeopleanimationfilmnewspoliticshowtostyleautosvehicleseventstravelunaeducationanimalspetsivanlahungarasciencetechnologyactivismnonprofitsairguitar901finagas2294tvcd23nromegaevolutionslavesrevoltcrystaltubeflamengotheamazingatheistiteuk013cougfanakd102expertvillageneslihan17k47789quirischafbwalshyftwhotbabestationdeayumiloveleylasu13samanthafarrellwolfman12395coloskinhdpaulkidbluesouth13exclusivenewmusic3yinebizbizeyiz
Topic clusters

Topic 0

entertainment
hollyscooptv
hable
clebene
hardtonic
superbowl

Topic 1

sports
sport
inpyll
radiobaseballmtl
rpsguy
centralcalbeerpong
albatrozrj
angelatsai

Topic 2

comedy

Topic 3

entertainment
upthorn
judgejudgy
hsn
hateworkboy
rooneyluver
mrilovepoop
lilgoldgod

Topic 4

music
cascadafanclub
drkdestiny
excluzivemuzic
pizzlethegreat
kiddritalin
sonsuzmavim
leiteria

Topic 5

animation
film
comedyss
movergame
studioseventyfour
fantransformers
petercoffin
karenpurplepearl

Topic 6

people
blogs
cadburyadamsesquire
leanneperry
firstbulletcom
ysspeed
nationalgeographic
pliesworld

Topic 7

blogs
people
themaskedanalyst
yinebizbizeyizcom
diziport
drkdestiny
mememolly
vizaar

Topic 8

animation
film
izmircoasttt
jgarrity
turbodork
drkdestiny
hitvideolar
reijerkolle

Topic 9

music
baconhouse
pbs
bodywheel

Topic 10

vehicles
autos
auto
ezduztube
anwarwagdi
drochon
joscarotruque
sigfridmetrotren

Topic 11

music
jimmyxxxpro
bcy
gkm
nuglah
mainlandheathen
kevmangrasshopper
hhsaeskater
Show all 30 topics

Topic 12

sports

Topic 13

music
superbowl

Topic 14

phillyboxman
ptgtv
robbalvey
aspareteam
tanelpadar
summervill
doublefairlie
ipancakey

Topic 15

comedy
ilmercantediluce
iloveellenforever
magepwwnage
maidireandy
saultonofswing
tomrree
oscarthecrush

Topic 16

erosentertainment
entertainment
sclolfunnyeh
jackbromby
niceonehere
birdiesr
albinorican
anotherpornaddict

Topic 17

style
howto
multicoloredyoshi
refreshingalyson
ayumilove
phonearena
cellularemagazineit
ytwarrior

Topic 18

holsteincowboy
scoyney
paulkid
darkestcave
damianosik
irenascott
tanelpadar
jarrak

Topic 19

people
blogs
gafl
cbsnewsonline
farahasyikin
justforjona
dacardworld
lsnook

Topic 20

politics
news
grandeffe
puebloplug
ronpaulwinz
irenascott
snaplinx
saturninefilms

Topic 21

comedy
carlosmtzc
eleyjr
qoooooooooooo
killerquasimodo
harderijkplayer
zzbullan
rafaelpinkfloyd

Topic 22

education
chivision
fresnopacificuni
seadogdoc
blueeyedglances
autos
vehicles
ipancakey

Topic 23

sport
sports

Topic 24

una
pittsburghslim
mtnewb
eksummer
rafaelllira
thyen
skibeatz
viralcomseries

Topic 25

entertainment
upivideo
motherjenova
elsatiro
bettoguerreiro
barzyna
prosbabie
elchibo

Topic 26

xxxstaxxx
entertainment
thegamingape
weirdmex
violetpvt
bluediamonddxdx
historicgamerosters
firefoxyu

Topic 27

politics
news
skoblinii
themaskedanalyst
blueboymedia
garnoromuloss
theamazingatheist
chelovekotak

Topic 28

howto
style

Topic 29

sociedadatea
rickarter
jacksmithproduction
theslyestfox
phonearena

Sampled: text metrics from 50K of 102.8K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080430
Authors
Cheng, Xu; Dale, Cameron; Liu, Jiangchuan
Year
2008
Source paper
Statistics and Social Network of YouTube Videos
DOI / arXiv
10.1109/iwqos.2008.32
License
Academic use only (LicenseRef-Research-Only)
Records
701,935
Nodes
701,935
Edges
1,325,494 (directed)
Nodes are
video
Edges are
related video
Attributes
nodes have no attributes; edges have no attributes
Text corpus
video metadata
Languages
en
Collected
2007-2008 (2000s)
Tasks
Recommendation (ranking) inferred, Rating prediction (regression; rate) inferred
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://netsg.cs.sfu.ca/youtubedata/ link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 13.6 MB across 2 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}
}

@inproceedings{cheng2008statistics,
  title        = {Statistics and social network of youtube videos},
  author       = {Cheng, Xu and Dale, Cameron and Liu, Jiangchuan},
  booktitle    = {2008 16th International Workshop on Quality of Service},
  pages        = {229-238},
  year         = {2008},
  organization = {IEEE}
}

APA

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

Cheng, X., Dale, C., & Liu, J. (2008). YouTube Snapshot 080430 [Data set]. https://doi.org/10.1109/iwqos.2008.32

MLA

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

Cheng, Xu, et al. YouTube Snapshot 080430. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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