YouTube Snapshot 0329

A YouTube dataset of 103,162 videos, 1,993,886 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 0329 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 919,079 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

919.1K
Nodes
2M
Edges
2.36e-06
Density
1
Components
0.02615
Assortativity
12.6%
Reciprocity
610.8K
Bridges
Most central nodes
X-YwYUEeIJo0.00034
_KOqqWJa2180.00027
lvoX1AqrELU0.00024
_dUQY7SNbGE0.00024
SGzDLu5IpKc0.00024
ptXqQHGOZk40.00023
y2uIo3CdeJM0.00023
cIqbLqHVZhY0.00022
h1bOuCV2zmg0.00022
R-8DnUw97WM0.00021
Content metrics

103,162 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 633.874 ± 123.303
min 0max 772
lengthμ 206.893 ± 250.033
min 0max 39.9K
viewsμ 5.2K ± 29.8K
min 0max 5.8M
rateavg 3.34 / 5
0std 1.985
ratingsμ 14.742 ± 64.222
min 0max 6K
commentsμ 8.319 ± 35.288
min 0max 2.7K
related countμ 19.328 ± 3.23
min 0max 20
Frequent terms
musicentertainmentcomedysportsanimationfilmblogspeoplegadgetsgamesnewspoliticsautosvehiclesplacestravelanimalspetsdiyhowtounaaforeignaffairbebaaguadimasmagoespaltosvideos1cspanjunkiedotorgcelebtvninjamarougtamissionsdona249cbseugenianubiadeathspankoguzhanbuyukseroksenunitedpicturestvcbsnewsonlinemescerevice1508gerardosternmiketayfanjoselite2007andersoncacogymnastics2006irtheborgbykartal67sukidaialstom1995sanctus26113dolorean
Topic clusters

Topic 0

entertainment
carluvafolife
livethelifeorg
bbc

Topic 1

entertainment
bafodechucrute
mortavideo
nicesexykathy
erkanumut
jetpilott
mauriciolobao
fantazing

Topic 2

games
gadgets
gearedupcool
calvinscreeknews
gadget
jeninsc
higans
oowaoo

Topic 3

animation
film
stuffstuffandstuff
domainfilm
cjonesdf
eaglecrowowl
fantazing
fantasticbabblings

Topic 4

comedy

Topic 5

music
jqtd
oguzhanbuyuk
auspete
kinha
ahmetayaz
tcarternyc
daddytapatiorecs

Topic 6

travel
places
paulvhhill
histocat
pointedigital
charlestrippy
mompia
iamdek

Topic 7

news
politics
ahpookishere
lookhearsee
upivideo
lllalilll
maddowfan
antirelusionist

Topic 8

blogs
people
creeingle
veebeelicious
utubedramaking
dyanama
mariaisabelmedia
xxhellslayerxx

Topic 9

animation
film
xhproductionsx
xxshirokazexx
fuiimetai
filika
espadaulquiorra
csadfa

Topic 10

people
blogs
outerheavensblog
authorrdk
mrtrivate
doubleswordz
hotelangel
execpro

Topic 11

entertainment
rozzyful
cjamango
austeblief
themediaownz
supercine
wownowandthen
wongyingjie
Show all 36 topics

Topic 12

music
chapter
barganew

Topic 13

sports
rendlakecollege
touchdownmedia

Topic 14

music
thedlshow
somtow
veromarven
emgeedubya
sockmonsters
allendown
ontopofit

Topic 15

politics
news
spencerforcongress
askthetyrant
chapter
motc
radioaporrea
freetarian

Topic 16

comedy
battim
bountyextreme
ojitt
crishall
xxhellslayerxx
hardcorebrian
johnlesliefedup

Topic 17

animals
pets
luckystarpuppie
breedingstallion
drewtoothpaste
quickstore
kidxav
lisaburd

Topic 18

autos
vehicles
auto
syamrfactor
hillbillydelux
izleturk
burritofarmer
beaneddotcom

Topic 19

music
prokiko
skullamba
tyzora
aldueza
waraboushi
bangbangboo
jensyao

Topic 20

gadgets
games
ssjzac
bizarrecreation
commanderpaws
inuyashaluvsme
festivalbobcat
blakebuck

Topic 21

blogs
people
admiralpeacock
chuckis
carluvafolife
hotelangel
igoreza
cyslcjos

Topic 22

sports
sport
wojciechbkw
cronar
dieaufopferung
alicetiner
funbrother
cilginlaravrupa

Topic 23

comedy
xakyas
sxephil
swingingjohnsonbro
faelsw
jofobu
urzaplaneswalker
katiesopinion

Topic 24

sport
feitclub
sports

Topic 25

howto
diy
sycra
rendlakecollege
madzub
emlrck
yaltimimi
kevangogh

Topic 26

una
bbc
kevinkirchen
pigslop
ancalagonlenoir
quickstore
hardcorebrian
dorineelena

Topic 27

diy
howto
technologyguide
willgoodfellow
ebyrock
pigslop
thefriendlygeek

Topic 28

music

Topic 29

una
commissionerbosley
krookedlettaman
adolffl
nunsandpose
teonabalada
jayskilla
mescere

Topic 30

games
gadgets
laufu
abaterista
ljwhunt
chronotsubasarules
rojiurablog
gadget

Topic 31

aforeignaffair
blogs
people

Topic 32

auto
vehicles
diariodaputaria
energysucker
redproductions
carphotosite
autoinsidernew
paulmullett

Topic 33

sports
sport
kotiaeon
geopakistani
florisdeking
abdullahtirink
yigidy
jotadejuca

Topic 34

vehicles
autos
auto
fastlanedaily
redproductions
meezieyo
autoinsidernew
matzipatzi

Topic 35

comedy
cnongtataymo
hernanceccato
desperateninja
fadeproductions
himynameisaaron
sunkissedsakura
paolomsk

Sampled: text metrics from 50K of 103.2K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0329
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
919,079
Nodes
919,079
Edges
1,993,886 (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, 14.5 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 0329 [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 0329. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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