YouTube Snapshot 080520

A YouTube dataset of 78,005 videos, 922,966 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 080520 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 526,999 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

527K
Nodes
923K
Edges
3.32e-06
Density
5
Components
0.0031
Assortativity
13.8%
Reciprocity
382.5K
Bridges
Most central nodes
ShgHepKxyx00.00024
EWSSvW-rPg80.00022
NvSP0hRAk5U0.00022
i52EhOqjAbk0.00022
mBoCik8RKpc0.00019
RBDkHm0Q6Xw0.00017
cU0FCTYl-9w0.00017
jEOkxRLzBf00.00017
JvYpRXiJJSI0.00016
BJ5GXtzGPGw0.00015
Content metrics

78,005 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 934.721 ± 220.475
min 0max 1.2K
lengthμ 210.548 ± 214.98
min 0max 7.4K
viewsμ 15.2K ± 60.9K
min 0max 6.9M
rateavg 3.84 / 5
0std 1.665
ratingsμ 29.422 ± 116.447
min 0max 9.9K
commentsμ 25.408 ± 105.232
min 0max 6K
related countμ 11.832 ± 9.794
min 0max 21
23.2
Flesch–Kincaid grade
US school grade level
25.1
Automated readability index
Frequent terms
entertainmentmusicblogspeoplecomedynewspoliticsanimationfilmsportshowtostyleautosvehicleseventstraveleducationanimalspetsunasciencetechnologyexpertvillageactivismnonprofitseyemjrhardcoredaxurevckremlinwhitythereviewerwolfbladedemonduoweipowershowcasertt910olegkozyrevmybigbearrondigitaljuicetvawkwardchroniclessexysassysmarttvjibrilxxvzulkarneyn2099associatedpressenglishteaboyyenyeninfodomtra2dcrazychina2frdavidarchuleta1990jess9191legsandhighheelsfengshentuipetalouda8
Topic clusters

Topic 0

entertainment
outsidejoke
ondeck
cakeforlife
smileysproductions
alexandradonner

Topic 1

music
grewilson
jamesinclair
gospelguru
outsidejoke
irlocal

Topic 2

entertainment
legsandhighheel
footfetishtrinidad
nltfandotcom
buckearthquake
stacynsungmin
aarhallenbeck
ilovekoreanboiz

Topic 3

blogs
people
dbloveskitten
ismahawk
iknowthing
weezdk
haroldchanner
theramintrees

Topic 4

sport
sports
sbecalover
murilona
vehicles
autos
blacktaoist
felixvortex

Topic 5

blogs
people
sushiandcloud
drivec
rideforworldhealth
consumerguide
sdstever
worldcarfans

Topic 6

comedy

Topic 7

news
politics
popenglish
barbclarkthemovie
captainsurender
obaidkarki
barbclarkrn
volokhonsky

Topic 8

music
soliveh
frifox
theantare
euraznjae
mehdicaps
yenyeninfo
alnxfactor

Topic 9

politics
news
politicallunch
chroniclet
associatedpress
galaxiestarwars
hkatv
rocketboom

Topic 10

howto
style
eyelovemac
itsjudytime
beckismoonstar
amyeeenicole
californiacosmetics
mithec

Topic 11

music
xxcuksxx
skylinemixtapescom
strangefamousrecord
camcatastrophexx
cathcg
doodersxx
drivec
Show all 27 topics

Topic 12

entertainment
mourizze
chechnyanwolf
fantasmaluna
gotkatzy
knowntje
cpgcorner
ilovekoreanboiz

Topic 13

animation
film
drtravisto
daxurevckremlin
caseyagain
lovetheska
domthemapler
lancomeworldwide

Topic 14

blogs
people
cxzgy
gpuddle
pinkiecharm
axdeadxpanda
eratikmind
massagegoddess

Topic 15

huaqing
kansaipj
roxasxnaminefan
willmne
mayorgalvan
impmonte
xembryo
mblabezza

Topic 16

film
animation
cytoliver
lbknepp
moonpisrock
markapsolon

Topic 17

sports
nba
sport

Topic 18

vehicles
autos
auto
rotaryiceman
tonicneurotic
kungfudiv
meeboo
akbarthegreat

Topic 19

animals
pets
gingadingo
abdullahz
eldo
goyomora
thebrandonhilton
basementfights

Topic 20

howto
style

Topic 21

education
podenglish
youtobeadministratio
jbreeze
robingood
injuredbutfighte
kansaipj
adventistdebunker

Topic 22

comedy
buttmunchthemovie
cualkiercorreo
diasva
sexikittie
fbwalshyftw
brummii
rumplin

Topic 23

technology
science
stefbot
arjunus
vigrxnplus
milliondollardude
thetaomega
skynews

Topic 24

una
legsandhighheel
youtobeadministratio
barbclarkrn
theroguenation
miyomeasuka
nikiontcbk
iandipro

Topic 25

comedy
thebombzer
theroguenation
hollllaerin
iandipro
madhacktress
pauljpgr
milliondollardude

Topic 26

education
bereanbeacon
ondeck
moonpisrock

Sampled: text metrics from 50K of 78K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080520
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
526,999
Nodes
526,999
Edges
922,963 (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 080520 [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 080520. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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