YouTube Snapshot 0305

A YouTube dataset of 65,652 videos, 1,260,649 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 0305 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 554,244 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

554.2K
Nodes
1.3M
Edges
4.10e-06
Density
7
Components
0.03235
Assortativity
13.9%
Reciprocity
370.7K
Bridges
Most central nodes
22uYDgZXoJQ0.00028
nypYVhnGbcQ0.00025
5FQN_MYRm4U0.00024
9nbeqmXEbj80.00023
70_vTUs1WnE0.00022
FV2gsdIRiic0.00021
ld79BPQxIWg0.00021
mV8Ac2iKmVg0.0002
jLDOyxCDCtg0.0002
uBDXh1nHIUg0.0002
Content metrics

65,652 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 607.441 ± 120.001
min 0max 748
lengthμ 343.292 ± 32.6K
min 0max 8.4M
viewsμ 6.6K ± 36.1K
min 0max 4.2M
rateavg 3.45 / 5
0std 1.935
ratingsμ 17.865 ± 117.756
min 0max 14.1K
commentsμ 9.625 ± 61.341
min 0max 7.6K
related countμ 19.202 ± 3.562
min 0max 20
Frequent terms
musicentertainmentsportscomedyblogspeoplegadgetsgamesanimationfilmnewspoliticsautosvehiclesdiyhowtoplacestravelanimalspetsunaenzargulfallstonfootballnikmuplarhaliyappakoredeshohhorns2002dadongrocksmae77sukkel1xiaoyun153irtheborgturkuaz789worldwideadnetworkmiranttenews2icon41510cbsprobleskpichelsteintexaschainsaw2007arianamusicfilmnoir3khailslwordfanlizstar319separationfreestuffsjustditcorinthianslhphbosssfscorpio1
Topic clusters

Topic 0

entertainment
tvobessed
johnnietv

Topic 1

gadgets
games
vadejoc
cfhworld
darylisdumb
omarm
retrogamevid
achfighter

Topic 2

people
blogs
tobimuc
hochhackig
siabost
marusbrynjar
montagraph
turansoylu

Topic 3

film
animation
mescere
brooklyntanooki
charlesletbetter
captainmuggie
drawnbypain
bea

Topic 4

people
blogs
alpinefund
verityp
realityisalway
apfaq
wealththeory
currentevent

Topic 5

music
playalx
pspnuria
smfcpthowdy
dvmpt
danaint
bootmusic
jmourize

Topic 6

games
gadgets
gamehall
timecrisischamp
xpiratejing
xxxxeuphoriaxxxx
nikoyasha
omarm

Topic 7

animation
film
discharj
kingmanekineko
themjayzyo
gorkuspikus
devilbat
charlesletbetter

Topic 8

news
politics
weatherbugvideo
antirelusionist
bedier
hemeinc
exxeke
grimli

Topic 9

sports
sport
ahlyclub
karcicdz
messinainb
dmitryfrompiter
eljaviakd
tngdiablo

Topic 10

entertainment
bigshredder
dadongrock
freestuff
hansonanime
bootlegfightvideo
serathing
lindazdevil

Topic 11

woodysfirevideo
greenfordsale
amclung
adiov
deniedtheshow
psouper
vultusmormortis
pamlinden
Show all 38 topics

Topic 12

comedy
acanaryforone
memottt
ymattcot
saclidervish
violetstrawberry
thewraith
brennanbd

Topic 13

siabost
carlosmirandalevy
people
blogs
romainsutton
amclung
deanhame
jeremyreger

Topic 14

news
politics
supportthetroopsnow
wealththeory
housebuz
pfict
togetherforpeace
israelrules

Topic 15

music
damante
desirelisata
fromdeathfalcon
papanelda
daeminion
moonyelisa
carloscurro

Topic 16

sport
sports

Topic 17

howto
diy
metrixmedia
thetvelvethmonkey
thefrigatt
simplextech
wingover
gohighproduction

Topic 18

entertainment
spalonieve
anyonkawillcarra
amatigan
budongchow
tandsocecollabo
pinoylunatikz
voltiosin

Topic 19

music

Topic 20

animals
pets
pet
siabost
fairgeek
theboringdispatcher
jaysonler
doaforsaken

Topic 21

comedy
variedalia

Topic 22

entertainment
prazedancer
reiningnails
samandjackshipper
mymelody
greenteeleaf
fishfever
captainmuggie

Topic 23

people
blogs
farvus
hellionexciter
guardianoftruth
jeremyreger
mikesatomicdustbin
missywatson

Topic 24

una
pigslop
talatpajha
minouye
dzentelman
kaoskym
israelrules
adultswimdotcom

Topic 25

howto
diy
wingover
medialink

Topic 26

music

Topic 27

comedy
ucchyxxx
chrisofduke
christophermast
robtilt
forevernotyour
poppindingy
erwinmarktleiter

Topic 28

comedy

Topic 29

sport
sports
sportivoz
scoufaride
mistadobalina
ducaz
leosimta
marcosmanuelmedina

Topic 30

comedy
azumichi
kalakham
marukoisme
hurrakamrada
quichebanana
artmonkforhof
angelmojo

Topic 31

music
figueiredomarcelobe
ahamedsalih
dvmpt
allergien
biobricks
prostitutesinsuit
frankenwiener

Topic 32

sports

Topic 33

sports

Topic 34

sports
errdude
sport
ddarwin
mrtarheel
spurslad
johnbschrader
fanofthelight

Topic 35

sports

Topic 36

music

Topic 37

pichelstein
dogcyn
zoolonline
music
gadgets
games
comedy

Sampled: text metrics from 50K of 65.7K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0305
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
554,244
Nodes
554,244
Edges
1,260,649 (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, 10.1 MB across 2 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 0305 [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 0305. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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