YouTube Snapshot 080504

A YouTube dataset of 69,101 videos, 901,845 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 080504 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 491,355 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

491.4K
Nodes
901.8K
Edges
3.74e-06
Density
5
Components
-0.04232
Assortativity
15.8%
Reciprocity
352.5K
Bridges
Most central nodes
g50vzZzAja00.00026
TB4loah_sXw0.00023
nL49yZNE4yk0.00021
b3c32wBYdU00.00016
6-cPi-0fz9k0.00015
__JHuo_GooI0.00015
nssrqK-0VUg0.00015
DggRRCqEiKw0.00015
Y31bLB1C3Fo0.00015
vhgzIM-9lfA0.00015
Content metrics

69,101 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 927.125 ± 213.034
min 0max 1.2K
lengthμ 206.03 ± 219.613
min 0max 13K
viewsμ 18.1K ± 64.2K
min 0max 3.5M
rateavg 3.83 / 5
0std 1.675
ratingsμ 33.429 ± 127.843
min 0max 9.4K
commentsμ 30.232 ± 153.273
min 0max 21.9K
related countμ 13.051 ± 9.242
min 0max 21
23.1
Flesch–Kincaid grade
US school grade level
24.8
Automated readability index
Frequent terms
musicentertainmentanimationfilmblogspeoplecomedysportsautosvehiclesnewspoliticsstylehowtoanimalspetseventstraveleducationsciencetechnologyunaactivismnonprofitsbollywoodzonesologamer87expertvillagekentuckyderby2afafwenrajshribereanbeaconfitzy0182190kim90milessmbvitorverdadeironintendocentraljoeyononobrh1186amurogabepartymannershowsyourlipsbayouguysfwinsgthing313barackobamadotcomcf1970hisatokiiluvshaoranotthammachinima
Topic clusters

Topic 0

entertainment
wingey
lifeharry

Topic 1

music
bvmundergroundhiphop
thelindogatito
elcesar
contatoswh
spanishbeatle
thenooseswing
hoshinokanao

Topic 2

comedy
ultrakawaii
jacksfilm
alexfunkyaa
xoxosahara
decemberinla
klaflefalumpf
runawaybox

Topic 3

entertainment
bretharttribute
bratpunkblink
rhysennvid
loonyside
mmuugg
vengenceofhansenmol
fettunta

Topic 4

sport
sports
tsackella
creaturelover
associatedpress
dollinrules
kentuckyderby
boomersdailypick

Topic 5

music
thesadsongschannel
alyssajacey
craigreinhart
greendaydiaz
glabredzu
xhannahmontanaxx
bassmate

Topic 6

entertainment
gulthrix
allaboutstrength
jpaulrd
devilappu
plzbminexinseparable
kvnhmmd
aribezzina

Topic 7

vehicles
autos
auto
tsahkratis
technoticmedia
jeffersonmaskando
idoistudio
artistmac

Topic 8

blogs
people
genemachine
mrisib
decemberinla

Topic 9

comedy

Topic 10

animation
film
accartoons
metamanx
binhphan
runemistry
nicoleshune
blingrhames

Topic 11

howto
style
getamac
eclecticasylumart
antonyburr
greighgri
zeroskatersteve
christophermast
Show all 26 topics

Topic 12

animation
film
scenariosis
fwin
jamestrout
hizacchi
blazingmetal
goombastomp

Topic 13

music
sevensole
swilington

Topic 14

sports
sport

Topic 15

blogs
people
chpendulums
gimmeabreakman
thefreemansaiz
hairvideo
janiegenocide
stsandsailor

Topic 16

technology
science
installerapps
elveftw
jcbhughey
milessmb
appleeducator
brandnewtuber

Topic 17

education
willdta
event
ehmiles
kamothechameleon
spooksrule
pinkyshow
travel

Topic 18

howto
style

Topic 19

music

Topic 20

travel
events
event
mudvayneimn
lightuptheville
sdilullo
conpanels
joschmoblo

Topic 21

pets
animals
animal
valachdogs
symphonyswirl
bearca
onision
cohpscanada

Topic 22

animals
pets
pet
carlykaiser
papayabadger
blueheronart
appleeducator
barbarolover

Topic 23

politics
news
pinkyshow
jobernz
indylre
bgreentv
sustainablebuilde
charlierose

Topic 24

people
blogs
notyourtypicalnegro
fwin
censorama
applcoruna
mblabezza
andrejjjjjjjj

Topic 25

news
politics
artisannewsservice
visitkansai
zeroskatersteve
joeyonono
forabetterderby
greenhouseeffectge

Sampled: text metrics from 50K of 69.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080504
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
491,355
Nodes
491,355
Edges
901,844 (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, 7.7 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 080504 [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 080504. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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