YouTube Snapshot 0303

A YouTube dataset of 68,260 videos, 1,310,029 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 0303 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 564,093 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

564.1K
Nodes
1.3M
Edges
4.12e-06
Density
8
Components
0.03116
Assortativity
13.5%
Reciprocity
373.6K
Bridges
Most central nodes
9SmyptnGVWw0.00051
4QWAGs3s7SY0.00033
mV8Ac2iKmVg0.00032
22uYDgZXoJQ0.00032
jLDOyxCDCtg0.00031
-zXWEmnCMBA0.00029
DHejj-b54040.00029
5FQN_MYRm4U0.00027
O9i5aPAfHTQ0.00027
9nbeqmXEbj80.00025
Content metrics

68,260 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 605.295 ± 121.641
min 0max 746
lengthμ 214.938 ± 270.786
min 0max 46.2K
viewsμ 7K ± 36K
min 0max 2.8M
rateavg 3.57 / 5
0std 1.885
ratingsμ 19.552 ± 88.56
min 0max 7.3K
commentsμ 10.3 ± 56.273
min 0max 8.5K
related countμ 19.192 ± 3.616
min 0max 20
Frequent terms
musicentertainmentcomedysportsblogspeopleanimationfilmgadgetsgamesnewspoliticsplacestravelautosvehiclesdiyhowtoanimalspetsunadessarbdbrasilcochoavizena867gustavo0323asrinfitnesiuthaisakaltosvideos1andrushk09granhermano8supergmsylomejanetaguzmansethhancockdizilerrucelixmoonchimestietedorbdbolivianchicchristiangirl7771audreynolandxikitina84clauastponchitoloversamlammdczmoonmusatotueightzerooneindtvspiderxcat
Topic clusters

Topic 0

music
meaningintragedie
joshuametal
sodhipop
bonesham

Topic 1

comedy
fortunatebeg
flyingdogproduction
kyleissweeet
psychlist
bpdavidseymour
icelandexpress
welcomestranger

Topic 2

sports
sport
malibuspatz
eleventooth
totalvidinc
scabab
garibeansariyerli
derekwizzle

Topic 3

entertainment
sodhipop

Topic 4

animation
film
stephanieanimerule
bboystunna
istmailanbul
stephfany
sinedizi
zakurominto

Topic 5

entertainment
eosquad
heathenmaiden
amatigan
tietedorbd
goawayfreak
pollisluver
sandysoup

Topic 6

film
animation
zshadow
joealanouf
revisitified
theusedchannel
danceorigin
jaydouglasvideos

Topic 7

comedy
bradythepsycho
cuiricon

Topic 8

music
doscarwelgu
sylome
jasonseaman
briannichol
jcgroovez
croyal
highnoble

Topic 9

blogs
people
guillexxxramos
kyfrodo
fritalover
tchelle
trivaungh
valerienara

Topic 10

sports
carltonreid
godwithu
wheremyricego
wirose

Topic 11

entertainment
morenadf
malibuspatz
winchestere
ranally
liuliuyi
greenbackraider
taragolden
Show all 27 topics

Topic 12

people
blogs
rmbt
amazonasfilms
candidcurve
mdunnet
viewdo
teammember

Topic 13

news
politics
adfrench
ugjonathan
otumta
paindrain
thepatriotsmaxim
insaneshayne

Topic 14

games
gadgets
fromastaj
jazergame
unknownkidz
maplecross
tabgaram
scabab

Topic 15

politics
news
williamsledd
roytemple
iancrossland
carltonreid
freejmv
hellorodney

Topic 16

gadgets
games
nodqcaw
kasarray
unnamedhobo
tsuyonara
captainphotonmic
mroma

Topic 17

travel
places
place
rmbt
roguehq
taragolden
jaikesghost
paulwhitaker

Topic 18

music
laurirbd
wanilyaishere
clauast
eghoward
diigow
croyal
conradoberg

Topic 19

autos
vehicles
auto
ongboy
caiofavaretto
ucelix
upcycle
jtemail

Topic 20

howto
diy
flippycat
jeanphilippesalon
bestpal
kwc
sonycar
muddledthought

Topic 21

animals
pets
luckystarpuppie
eltemadelverano
happymornings
taragolden

Topic 22

music
byceto
feferebelde
nosoidepiedra
degosan
teanzane
adiblasi
highonascii

Topic 23

una
bseventeen
vehicles
autos
auto
angelicbiscuit
fiendforweed
candidcurve

Topic 24

sport
redcorfe
godwithu
ombra
sports

Topic 25

music
japanablog
katiaiken
criltunieddu
bobia
eddojkim
clivemck
mariondark

Topic 26

people
blogs
jasminengg
krayziekelly
capnoawesome
arthurb
asianjames
osc

Sampled: text metrics from 50K of 68.3K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0303
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
564,093
Nodes
564,093
Edges
1,310,029 (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, 9.2 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 0303 [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 0303. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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