YouTube Snapshot 080605

A YouTube dataset of 75,710 videos, 1,019,605 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 080605 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 metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 534,270 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

534.3K
Nodes
1M
Edges
3.57e-06
Density
3
Components
0.00416
Assortativity
17.6%
Reciprocity
378.3K
Bridges
Most central nodes
tbEei0I3kMQ0.00043
dtL-1V3OZ0c0.00031
CazV-Yfy9Ns0.00024
E1fOa5ufPmc0.0002
wrudFJRffT80.00019
DeHIspyAtGs0.00018
dRIXd9jndF00.00016
_0epOJNpKag0.00016
CIzBaSiWdRA0.00016
gQNY7Sti8FY0.00015
Content metrics

75,710 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 974.642 ± 226.035
min 0max 1.2K
lengthμ 203.731 ± 180.383
min 0max 14.9K
viewsμ 16.1K ± 53.4K
min 0max 2.1M
rateavg 3.84 / 5
0std 1.675
ratingsμ 30.151 ± 105.188
min 0max 6.9K
commentsμ 25.364 ± 105.087
min 0max 7.5K
related countμ 13.467 ± 9.345
min 0max 22
25.1
Flesch–Kincaid grade
US school grade level
25.4
Automated readability index
Frequent terms
musicentertainmentcomedyblogspeoplesportsanimationfilmnewspoliticsautosvehicleseventstravelstylehowtosciencetechnologyeducationunaanimalspetsactivismnonprofitstobydog2274blackdiamond74associatedpressshelle1evenanikas81harukamayseansuthrussiatodayinnocencebetrayedmorextremewrestlingsilverknux91arrivacristinacbshockeyfightsdotcomnhlvideofoongpuikuenmoldytoastervideosealyoyovotersthinkdotorgdrhojojanetfreak15mystifier122katclndstnsevenseeeeeschelseafan468lamentecontorta
Topic clusters

Topic 0

entertainment
grampl

Topic 1

news
politics
veracifier
theyoungturk
myoungbak
nozzang
thealexjoneschannel
koreaspottv

Topic 2

comedy
mcspastic

Topic 3

blogs
people
faqoff
sourfraser
captainmystery
eddyidea
googletechtalk
bplince

Topic 4

news
politics
futureinternet
storycubic
bigfattonycal
ridleyreport
edwardsvideo
lifetime

Topic 5

sports

Topic 6

entertainment
ijewf
tomuolmos
merrillmayyx
libertycitysfinest
pluepenguin
daikil
crwpunk

Topic 7

music
xmcaxelx
nrjtour
xxxtumixxx
elaboarate
mata
noymusic
jhamux

Topic 8

blogs
people
lwstupidus
montagraph
savrasbane
amaynaze
pepgui
jsullivanade

Topic 9

entertainment
aniboom
theyoungturk
laserbash
charliesuncle
faithfulswagger
lookmeintheeyesjb
theevilweed

Topic 10

animation
film
smartjsk
freakskk
herrmanndebroux
dudeanwalker
drhojo
iceundfireman

Topic 11

travel
events
event
storycubic
zoetoots
expertvillage
texolot
truckertwotime
Show all 44 topics

Topic 12

music

Topic 13

autos
vehicles
covenanttransport
auto
vehicle
clodoviro
shockawenow
atrally

Topic 14

vehicles
autos
auto
altabc
greekdrifterr
ndargakis
jesswunman
nevulon

Topic 15

comedy
nalt
ericstrifflervid
ameliaearhardtfanclu
condilulu
buxtonsteel
azghosthawk
apapayawarison

Topic 16

style
howto
drawingnow
expertvillage
seansuth
spungitvideos
benjarvie
lampiweb

Topic 17

blogs
people
lampiweb
thelalashow
dayofdefeattv
googletechtalk
jhamux
fvcktheworld

Topic 18

sports
sport
footballchatnet
nba
worldrecordsacademy
nicolento
hondalimezlarsson
johnnymantx

Topic 19

technology
science
futureinternet
alternativeenergycom
kbighong
getpspgame
robbeschizza
electricthecheese

Topic 20

music
dominatorswat
iamablackstar
blndgtarst
coolgalie
twosoaker
mtrentad
musicfromblueskie

Topic 21

sport
sports

Topic 22

auto
vehicles
vehicle
lostravis
autos

Topic 23

una
illumistream
soapepi
thefriendlygeek
superzgirl
buchokacho
leonelygeri
crazedgram

Topic 24

sports
sport
salvadordread
elegidopue
becarusa
azmdorado
futbolizadosarg
dasboinca

Topic 25

music
conguerodr
wilanowiak
siglomusical
thetoolmaker
medinadirector
opurkert
esdotcalloway

Topic 26

allishinca
entertainment
majandraelo
mistacreepa
tantinecoco
nazgulcloe
manoloamargo
benomano

Topic 27

film
animation
prewind
cinteve

Topic 28

zslvideo
sxephil
tjbiv
vlogbrother
kroboproductions
thelalashow
mmichaelson
moonkookhyun

Topic 29

education
theemotron
erieparties
proteanview
moldytoastervideo
kylemotron
kbighong
kaiteetess

Topic 30

music

Topic 31

comedy
sourfraser
bdflynn
ameliaearhardtfanclu
pietteun
shorteeallison
sparktite
obsessivemuch

Topic 32

music
jeroldchambers
fujiyoshiknife
arshaasteraki
inbarshani
tokioportugalhotel
bissonval
kaysanhermit

Topic 33

style
howto
faqoff

Topic 34

music

Topic 35

film
animation
prewind
shayami
lamarinator
blondepowerpro

Topic 36

dudeanwalker
videopoetrydotorg
russiatoday
deepercutt
ridleyreport
igiulamam
socialmonk
propscrewrider

Topic 37

music

Topic 38

africolombia
music
sielana
duodesafinado
lezoujonathan
montoyel
sheenaloveszelos
adruz

Topic 39

science
technology
skatitt
glockninja
alternativeenergycom
kettsune
divijakn

Topic 40

education
motorcumsinan

Topic 41

tinaecmusic
ilovetinaecmusic
music

Topic 42

djcoboys
music
phurdricktv
entertainment

Topic 43

music

Sampled: text metrics from 50K of 75.7K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080605
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
534,270
Nodes
534,270
Edges
1,019,602 (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, 8.6 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 080605 [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 080605. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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