YouTube Snapshot 0513

A YouTube dataset of 67,280 videos, 1,315,004 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 0513 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 691,766 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

691.8K
Nodes
1.3M
Edges
2.75e-06
Density
8
Components
0.0127
Assortativity
13.1%
Reciprocity
474.7K
Bridges
Most central nodes
cQ25-glGRzI0.00022
iZXIIsAISOY0.00017
GgRedHE2YOk0.00016
hJQ_4J3DaAk0.00016
5hX66XTGDnw0.00016
y8h75IIXsCc0.00015
k26j8D5Es5I0.00015
UjJGrflkGGA0.00014
bhcA4Ry65FU0.00014
N2pcVtVrppY0.00014
Content metrics

67,280 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 671.425 ± 128.821
min 0max 818
lengthμ 329.995 ± 33.1K
min 0max 8.6M
viewsμ 6K ± 30.6K
min 0max 5.7M
rateavg 3.50 / 5
0std 1.915
ratingsμ 14.894 ± 53.479
min 0max 4.5K
commentsμ 9.647 ± 35.746
min 0max 2.8K
related countμ 19.545 ± 2.65
min 0max 20
Frequent terms
musicentertainmentcomedyblogspeoplesportsanimationfilmgadgetsgamesnewspoliticsautosvehiclesplacestravelanimalspetsdiyhowtounainfrontamsveroakapeotteaoyasmerdleyverrinikira5472localngsignal1ryzabelieversdutchfan33kirby8943luxeynsims111universalmusicgroupwaitarobijesprvijcpc1982mammagrahampassionatekisses1976skyoneer2007jewelrytelevisionlegialivefannycpyvelickoviccharmed110686gordon5thremoverpedromaronruttoryhmaaquaticwonderlandcyclomaniac
Topic clusters

Topic 0

entertainment
makedonier

Topic 1

blogs
people
digitalreporter
astrologysong
peterneill
pamelaroberts
roadfighter

Topic 2

music
gijsforever
corovnm
secomehmet
tikient
misterbaghead
surpristv
juspion

Topic 3

doudesu
trillsp
pretorijanac
argyllandy
mattkaar
serbialive
vanmidd
wonderham

Topic 4

blogs
people
itschriscrocker
theboringdispatcher
sprousefanscommunity
endlesscustom
fanburada
cybikorpg

Topic 5

games
gadgets
dugujalp
tigergeo
judgespear
majugarzett
gizmodo
ingotte

Topic 6

film
animation
sycra
enise
tipolu
gafrick
alaaka
vegetogt

Topic 7

music
simplystarz
xanimatox
buckconcert
umitgnd
universalmusicgroup
xshutterflyx
acousticdebs

Topic 8

entertainment
dcsprousegurl
surpristv
sinanian
satoshihashimoto
nbc
alohowareyou
aaroncarterlver

Topic 9

comedy
anemontr
abtsmyrna
benicompany
crazywyatt
abonmuiu
antikreon
alysoldier

Topic 10

politics
news
eustonmanifesto
workercommunism
monetv
arknghell
maszolstudio
tubusesenbei

Topic 11

sports
sport
Show all 38 topics

Topic 12

autos
vehicles
auto
jwbryantdillon
onlyfeel
casperjello
vehicle
donmerlino

Topic 13

politics
news
anemontr
amazingfree
thenightromer
cafcufi
rabidape
cropperb

Topic 14

music
mindbank
madmount
rgood

Topic 15

pets
animals
pet
animal
petespondnancy
damnationdiplomat
wasserohnegass
yorkiefamily

Topic 16

diy
howto
jolenesugarbaker
wogsland
pamelaroberts
papookie
ghostwise
ingotte

Topic 17

comedy

Topic 18

animation
film
jamejima
mandyxxmassacre
gamehall
myspacecryptkiller
bazidforum
rozenmystica

Topic 19

comedy
rmznbg
wmtube
theleon
blogzinho
vampermy
danielspengie
unconcon

Topic 20

blogs
people
socceraddictkt
shlepprecord
xomniverse
sykewilliams
mkaolsenxfannxx
proximodiz

Topic 21

music
paulinohc

Topic 22

gadgets
games
leccoc
trutherts
asukaturnfield
gamerxtrem
majugarzett
djready

Topic 23

music
mlephoto
innosita
andantelargo
tigartigrica
julianarossi
apocalypticacello
paulisia

Topic 24

animals
pets
pet
animal
sombeech

Topic 25

animation
film
adelatheb
bushnypt
kaptanmuge
muzikadam
tamatamadekadeka
torayotorayo

Topic 26

music
lindasdoorkut
vindej
melihka
supertsuyu
reinodetaifa
hanskan
kafkasvet

Topic 27

entertainment
ennnie
payamkokab
nibrasso
thomatschie
pumageta
jucun
mentoburu

Topic 28

music

Topic 29

sports
sport
rfronnie
akiracromartie
anderswilen
eylbe
eyerdemyildiz
comandoe

Topic 30

comedy

Topic 31

howto
diy
stephstance
casperjello

Topic 32

una
sexybbwtiffanylynn
akiyamarina
nutcheese
bbc
btoykin
cambulo
juggaloogy

Topic 33

sports
sport
satfever
footyismylife
ialexmxi
rvweb
thermaxgym
goheta

Topic 34

entertainment
emseear
urintown
daveleme
stuart
wetfruitz
hernameislola
theadict

Topic 35

sport
sports

Topic 36

music

Topic 37

auto
vehicles
vehicle

Sampled: text metrics from 50K of 67.3K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0513
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
691,766
Nodes
691,766
Edges
1,315,004 (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, 10.4 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 0513 [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 0513. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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