YouTube Snapshot 0306

A YouTube dataset of 41,835 videos, 784,710 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 0306 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#Recommendation graph#Related video#Video metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 360,230 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

360.2K
Nodes
784.7K
Edges
6.05e-06
Density
8
Components
0.03287
Assortativity
12.8%
Reciprocity
245.6K
Bridges
Most central nodes
4QWAGs3s7SY0.00029
70_vTUs1WnE0.00028
8-_wB9JnAHw0.00027
H0DnfS7dg9g0.00026
SqtKAB8hLRg0.00026
s6hWbjLLNzg0.00026
ty-vmpl7V0M0.00025
co9xpr9llgY0.00025
4jAOfAchJ700.00025
HD8g-0E1GIc0.00024
Content metrics

41,835 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 596.812 ± 145.083
min 0max 749
lengthμ 266.768 ± 8.1K
min 0max 1.6M
viewsμ 6.5K ± 28.5K
min 0max 1.8M
rateavg 3.48 / 5
0std 1.915
ratingsμ 18.708 ± 93.916
min 0max 8.2K
commentsμ 9.8 ± 43.174
min 0max 3.2K
related countμ 18.757 ± 4.533
min 0max 20
Frequent terms
musicentertainmentcomedyanimationfilmblogspeoplesportsgadgetsgamesnewspoliticsautosvehiclesunadiyhowtoplacestravelanimalspetsleinad423litomizzthuyhamsterwatch2244cristinakristtgiomicbuddhablurbsiadoreronniewrestleheatradiobestiacanenobarachan88czmoonkaoken02methadone4lifealexduvallattisnnbbcworldwideilovexmanartistprestalmormediabinhogvjoshhennelymmehazelmusclehead570shahidmahmudviamaohojechiminchcraigcoffeyjereb777
Topic clusters

Topic 0

entertainment
daytronic
sextouch
wtm

Topic 1

blogs
people
theboringdispatcher
krungkrungmaster
katzobr
monnadilina
gaerisummer
youtate

Topic 2

politics
news
rsmaciel
giomic
wojtexpb
gaerisummer
theboringdispatcher
viamaohoje

Topic 3

animation
film
urotec
fertigertu
melodiegurl
kamilacidrim
cyberleaderjim
danilodiniz

Topic 4

film
animation
sff
turnipsoup
boinkingus
starsdesire
brentter
creativitybrilliance

Topic 5

people
blogs
alexduvall
farsentour
tedcontato
mbadog
dopchief
conversebabi

Topic 6

music
valywinwar
xxxyvisual
xnegretex
hdhdhdhdhdhdhd
rootax
mbdwy
pollyscake

Topic 7

entertainment
vxkecb
joshhennely
jessicasoon
lidibest
syncmastersohu
rickdeckardtv
sierrawim

Topic 8

gadgets
games
smellydwarf
nigelcollinmartinez
teamrelentless
pherseo
playcast

Topic 9

games
gadgets
nikenbole
ondacoruna
dgnightrider
tashasan
kobaso
missmustang

Topic 10

travel
places
oisayev
kogegro
leandromotter
sallaire
vincecati
sunnyboydeluxe

Topic 11

entertainment
erdfilme
serathing
unightfog
dinerpl
ntoken
hayemaker
kilsally
Show all 41 topics

Topic 12

autos
vehicles
auto
therealtuner
quicksi
arvinater
lynchmv
haribobar

Topic 13

news
politics
tarziforamerica
aussiestormer
kievian
thedlshow

Topic 14

sports
thajigisup
wbpinhead

Topic 15

comedy
landorock
juniorpr
ibbiologytroupe
elocker
brunobpm
emrehatay
eaglesge

Topic 16

una
teenzie
desheik
wrestleheatradio
heroesblog
bossjerico
wtm
tommygunn

Topic 17

music
aqureshi
shinjihirako
sugizochun
karabakh
shikida
gibakaramazov
kikotv

Topic 18

animals
pets
kytcita
bospercussion
livevegan
repkyle
eyesonfox
kimokekahuna

Topic 19

music

Topic 20

ameienfong
music
scenceable
sommexe
clafm
sensoredmedia
vinternet
humandeath

Topic 21

comedy

Topic 22

blogs
people
jelsonbecker
phaedron
mbadog
albax
infekkkkt
cgle

Topic 23

howto
diy
maurorosati
germanoa
christurney
photoshopmama
andersondcbrazil
jelsonbecker

Topic 24

robynholondon
music
lymphocyte

Topic 25

vehicles
autos
auto
firdaddy
ysspeed
yablokov
azziniturbo
elmocrx

Topic 26

music
pakomusica
ligli
nikillopillo
mvanotti
sabesquiensoy
unofortunato
adrianomoreno

Topic 27

music
cynthiapage

Topic 28

comedy

Topic 29

entertainment
disdaflypnai
viamaohoje
gotenkusupipipi
erochikkupink
jelr
bercesb
sankalpb

Topic 30

comedy

Topic 31

comedy
komarmzb
ibbiologytroupe
energiaproduction
hurugfx
afsaffhdhdghdf
minininhaaas
shitwedoatcamp

Topic 32

music
shannish

Topic 33

diy
howto

Topic 34

sports
sport
tapskilz
andraskende
dakkisyo
flopoerich
mpilia
igormetal

Topic 35

auto
vehicles
marcvehicle
nrloden
luisctm
lesconspots
medialink
arithmetic

Topic 36

sport
dopchief
awartha
aimhaze
flaviobei
sports
senara
unrealwrestling

Topic 37

sports
sport
fixthecat
dakkisyo
supercelebridade
catherineklip
timmuse
bartelsmost

Topic 38

missigno
josejare
unofortunato
entertainment
luisaconamor
coronelmacario
phenomeno
joselitomt

Topic 39

entertainment

Topic 40

comedy
manoelvalenca
heiatufteil
coronelmacario
onipresente
romarioflazaco
legendarymario
marioafilho

Computed over the full corpus.

Record

Catalog key
youtube-sfu-0306
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
360,230
Nodes
360,230
Edges
784,710 (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
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, 5.6 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 0306 [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 0306. 2008, doi.org/10.1109/iwqos.2008.32.

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