YouTube Snapshot 080609

A YouTube dataset of 77,528 videos, 950,829 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 080609 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#Sfu youtube#Video metadata#View count

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 512,714 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

512.7K
Nodes
950.8K
Edges
3.62e-06
Density
1
Components
0.00167
Assortativity
15.9%
Reciprocity
365.2K
Bridges
Most central nodes
96X6oYi4fvA0.00039
JDcTU_ebDFI0.00026
NjTJRYMNuCM0.0002
vr3x_RRJdd40.0002
BdJ0TcVdPFc0.0002
4Fqdacnl0gQ0.00019
P7DUfTO2y400.00019
E1fOa5ufPmc0.00018
yVXAUXa3JSo0.00017
oNCbp-RaUgw0.00016
Content metrics

77,528 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 978.835 ± 219.296
min 0max 1.2K
lengthμ 221.175 ± 2.4K
min 0max 661.7K
viewsμ 15.4K ± 55.6K
min 0max 4.5M
rateavg 3.83 / 5
0std 1.715
ratingsμ 28.5 ± 108.849
min 0max 6.9K
commentsμ 23.888 ± 113.46
min 0max 14.5K
related countμ 12.264 ± 9.677
min 0max 45
24.5
Flesch–Kincaid grade
US school grade level
25.4
Automated readability index
Frequent terms
entertainmentmusicblogspeoplecomedysportsanimationfilmnewspoliticsautosvehiclesstylehowtoeventstravelanimalspetseducationsciencetechnologyactivismnonprofitsunaexpertvillagesuperxnoobdarkjames27soshisubstvwhiz2009ampchuivy377houseofcartersnickytokyomxassociatedpressorlivedotcomcrashinewsauntiesbeadspbknewssuzumiyaharuhi928xannaxbananaxolishanthyssjgozaralysiameanh3uploadermiiloverx2carpyeditordriftvideokingpuchikumovisser2azulaashleytisdale
Topic clusters

Topic 0

music
popbuggy
drudiamond
cjwentertainment
lensylvania
ahhyala
bestofsalmankhan
ayumihammerer

Topic 1

entertainment
moujy
sleepythoma
tookspace
itn

Topic 2

comedy
alysiamea
hiyotomdude
toecrushers
jeeeeeeesus
surflesbo
robandyproduction
geishaofdeath

Topic 3

sports
sport
naszapilkapl
purperxo
sportstackingrulz
jebanelogowanie
wrestlingssavior
davidpotta

Topic 4

entertainment
flakyhtf
frodothemonkey
gittethegreat
claymizer
hinatego
pittimpressions
tariksalman

Topic 5

entertainment
xannaxbananaxo
houseofcartersnicky
manrapist
qqqxvii
uzumakiuzumakiuzumak
luianluian
erosentertainment

Topic 6

comedy
tookspace

Topic 7

blogs
people
secondlifeshop
aadpasia
helixvigor
projectpedal
rsbroadcaster
procinc

Topic 8

blogs
people
ayuhikajun
ninaokura
ftotheuseekei
theultimatejew
bohepansthethird
dolaraiii

Topic 9

animation
film
rpattzweb
darianasi
jmvdv
oxtarman
neburproductions
ziomekrol

Topic 10

animals
pets
cutemomome
sdzoo
lolutubelol
brookealley
surflesbo
melissadevrie

Topic 11

sports
uspcontent
Show all 31 topics

Topic 12

politics
news
sulfilodeiricordi
orlivedotcom
amnestyinternational
cbsnewsonline
nufffrespect
theultimatejew

Topic 13

travel
events
style
howto
houzansuzuki
sdzoo
people
blogs

Topic 14

vehicles
autos
auto
rimiji
mkurashina
skafiatits
tyimatima
tariksalman

Topic 15

politics
news
associatedpress
secondlifeshop
ticketfortibet
miflr
wolfdoggoz
dadenmedia

Topic 16

animation
film
sarahxxlou
tyimatima
fujinpl
choosenow
newsmosh
adrianooos

Topic 17

education
thealexjoneschannel
faceheadman
mxdiddymx
alanromer
thabarker
freevideoclips
orlivedotcom

Topic 18

music
queenscience

Topic 19

howto
style
kinkywinzard
barbiexanax
pivotmasterdz
psychetruth
therealsmosh
neverregretanything

Topic 20

blogs
people
bedheadblog
dfjzsdjt
discuscatcher
metowe
helixvigor
grandconjunct

Topic 21

events
travel
bombtwinz
dadenmedia
ledwix
ramboraf
iosonootakuman
obforumpp

Topic 22

animation
film

Topic 23

music

Topic 24

music
vytrous
askfranz

Topic 25

bombtwinz
imaginasiantv
thealexjoneschannel
obforumpp
tcctv
kookloon
xixilee
smguardian

Topic 26

style
howto
proudfootz

Topic 27

music

Topic 28

music
queenscience

Topic 29

werneroi
eggmacguffin
mitchylr
houseofcartersnicky
lukeparkersmusic
entertainment
music

Topic 30

sport
awyete
reply
weberdigital
sports

Sampled: text metrics from 50K of 77.5K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080609
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
512,714
Nodes
512,714
Edges
950,822 (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, 8.3 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}
}

@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 080609 [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 080609. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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