YouTube Snapshot 0313

A YouTube dataset of 117,752 videos, 2,254,098 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 0313 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 983,095 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

983.1K
Nodes
2.3M
Edges
2.33e-06
Density
3
Components
0.02812
Assortativity
13.0%
Reciprocity
640.7K
Bridges
Most central nodes
1SpanbKnMFI0.00026
PP2JZGTPbKM0.00025
hQSTvkvZmtM0.00025
2AtDZPZ831M0.00024
vaHefRhoHDA0.00023
36tfmRzQ_gc0.00022
rZQokqLNe_Y0.00021
rQI-Wiji98k0.0002
OVxt5XL23wY0.00019
OQa2bqbVzuk0.00019
Content metrics

117,752 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 617.18 ± 122.095
min 0max 756
lengthμ 210.654 ± 320.06
min 0max 71.6K
viewsμ 6K ± 28.4K
min 0max 3.2M
rateavg 3.43 / 5
0std 1.935
ratingsμ 17.047 ± 86.176
min 0max 10.4K
commentsμ 9.617 ± 59.958
min 0max 12.3K
related countμ 19.143 ± 3.708
min 0max 20
Frequent terms
musicentertainmentcomedyblogspeoplesportsanimationfilmgadgetsgamesnewspoliticsplacestravelanimalspetsdiyhowtoautosvehiclesunatnawrestlingmoebiuzmarcdoehlervavavumwallstrippraterfrankchinszuhanvictorvtvrehstvuploadbnfightsitepinoybigbrother2haunebuiiijoshhennelytaburineagleandre1971germanycbsmaennlicheentemarikinadonomcc1run2daylightfullmetal05kayaktravelbrokensonnetdakevermondoretardobluegrasbanjoloverkalelofeasylumlulaum1sims111
Topic clusters

Topic 0

entertainment
bryanthompson
ramvie
piously
livefrommemphis

Topic 1

sports
sport
tnawrestle
reymjjunior
angelaurore
applepink
zanehelberg
places

Topic 2

comedy
tonguetype

Topic 3

blogs
people
gersonrocha
creeingle
utubedramaking
schmoja
biilygee
dadox

Topic 4

games
gadgets
gamingbit
sonawow
coolhypedmovie
warrengonline
cncspain
slappyproductions

Topic 5

music
thealmightythintendo
esmeedenter
paulliddement
mrjone
shiannephillips
tunaupla
ibelievetomysoul

Topic 6

news
politics
gisburnelives
jonathanchamber
misstilatequila
haunebuiii
sxephil
onelessgod

Topic 7

people
blogs
petererosenberg
lendavis
yearmovie
nospacesallowe
deptimage
partyvice

Topic 8

film
animation
diagramconsultores
onepieceroxmylife
alteregodance
tracyrtwyman
chinszuhan
saiedgh

Topic 9

music
fisherukok
beggarsgroup
ritesofspr
urlittlesecret
volcomsurf
wkmwkm
britandkristy

Topic 10

games
gadgets
spralwer
sporeev
buccura
latrifuerza
onidragonsan
xstahsie

Topic 11

entertainment
zzshortnsweetzz
babelcolour
dynamikbcn
youthinkicare
kalelofeasylum
piously
carbyforever
Show all 38 topics

Topic 12

comedy
xxxeclipsexxx
richiephillip
jadepatrick
arthurson
uncleniey
seanryanproductions
climbatize

Topic 13

animation
film
xjoelywoelyx
philippetalard
andreasmichaelas
doingitboricuastyle
spirobz
supersweetkitty

Topic 14

music
lasamy
sarahinplainview

Topic 15

sports

Topic 16

politics
news
maxinewaters
wuffer
iiiredstariii
gaspascare
liberalviewer
alreadyknownas

Topic 17

diy
howto
haunebuiii
tracyrtwyman
desiproductions
pigslop
thecreativeone
entiteitendotnet

Topic 18

blogs
people
xmissperezx
brothersofthought
ciw
flyingxrhino
tugu
xxemoxxshyxx

Topic 19

music
bethela

Topic 20

vehicles
autos
auto
formulaeesc
ashleyfcla

Topic 21

animals
pets
pet
dlindeman
tylerte
zergo
daruna
catiecat

Topic 22

music
xoshinobiox
bsidewinzagain
xbonusxmoshx
spotlightkid
anberlinx
tokenblackguy
stonewallstudios

Topic 23

places
travel
shllak
stonewallstudios
governorwatts
mkbolo
realtytimes
edysoft

Topic 24

comedy
clarkeyboyz
celocrf
kidkobra
gpdii
mgshadow
larrylemon
oroneki

Topic 25

music
bethela
emmaoreilly

Topic 26

entertainment
nguyenempire
letsgotoprison
italowestern
timmygibbon
bigtruckie
learnsalsa
mcitera

Topic 27

sport
ericmichaelhopper
sports
worldwone
entertainment
music

Topic 28

music
morbidvampfaery
ritesofspr
thebeatlessound
deejimmy
bumux
weirdhey
rebellioushutterite

Topic 29

music

Topic 30

una
globalassclown
nomesss
lukasstone
edysoft
huxar
eddieliebe
velickovic

Topic 31

una
xannetic
wideorama
bikelondon
cstane
pigslop
mondoretardo
misstilatequila

Topic 32

maennlicheente
obeseamerica
comedy
tenchnio
susabel
jaimecamil
hanniballu
dinacelina

Topic 33

stabitout
entertainment
eliseharris
pietroscappini
sirketzal
hanniballu
hameili
pepitopingu

Topic 34

animals
pets
marukoisme
stupidtrye
xhorseydreamsx
narutorealmzabuza
kidvante
luckystarpuppie

Topic 35

travel
places
xoxospontaneous
place
clubmedaficionado
aqlair
hbvideos
fcwbaker

Topic 36

places
travel
mdunnet
bimborgbroadcast
briandonaldson
khous
efcomuser
chrishavel

Topic 37

entertainment
wwetw
dddaaavvv
bogzstar
mdunnet
bonjamtv
pcahilog
btdrln

Sampled: text metrics from 50K of 117.8K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0313
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
983,095
Nodes
983,095
Edges
2,254,098 (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, 16.0 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 0313 [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 0313. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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