YouTube Snapshot 0302

A YouTube dataset of 10,296 videos, 198,320 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 0302 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 graph#Video metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 94,433 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

94.4K
Nodes
198.3K
Edges
2.22e-05
Density
12
Components
0.03648
Assortativity
15.0%
Reciprocity
66.4K
Bridges
Most central nodes
unYsS-MJ-lA0.00097
-Lnjt6I0Ne40.00089
4hbNI2xHNqw0.00086
d38zC81x9eg0.00077
nuspF71jCqE0.00072
Lqzl0SLzp7U0.0007
MXpWXo_ta0g0.0007
C__PpB-i-7Q0.00069
Ockp2HqgmHg0.00068
FjPgEODBLJk0.00067
Content metrics

10,296 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 625.574 ± 123.88
min 0max 745
lengthμ 236.598 ± 202.685
min 0max 3.2K
viewsμ 9.5K ± 41K
min 0max 2.1M
rateavg 3.72 / 5
0std 1.785
ratingsμ 28.684 ± 111.455
min 0max 3.8K
commentsμ 14.995 ± 55.434
min 0max 2.6K
related countμ 19.262 ± 3.445
min 0max 20
Frequent terms
musicentertainmentcomedyanimationfilmblogspeoplenewspoliticssportsgadgetsgamesanimalspetsautosvehiclesdiyhowtoplacestravelunanrxdsmartenupnascombarrock81degavabugreekcallaslostspoilerssuiton18somoroscbskaneyangoctavius8thluckystarpuppieszakgeorge21rherquiniovsmallvillefantop40soulcrashsuasan81arcanusmemoriagovmittromneyselimba88banteristkoricchililithhackerspanishexpatriatesthepetergshowunivocobabylon616manusgqueenofsorcery
Topic clusters

Topic 0

comedy
ostrichsan
xff
tubopopcorn
cdholt
myloflex
danivalencia
litchart

Topic 1

film
animation
dogupds
opheicus
revisitified
shippuudenseries
edmundarthur
gradevor

Topic 2

music
malencian
gabrielpadilla
leitocarrion
mminge
principetris
murciarugby
frbloom

Topic 3

blogs
people
stuartmoffatdotcom
jeshii
davidthorough
pakopak
themagiczone
jonkv

Topic 4

entertainment
oldphone
skiace
thepetergshow

Topic 5

entertainment
socoolbob
nickynik
tammiest
shimonite
weaselent
stopremembering
heythosebeat

Topic 6

music
auguxto
netbuddyb
realpeoplerealshit
lilithhacker
asparuhturk
danybustamante
brettdallas

Topic 7

animation
film
sbwarrior
inkerman
momkouli
gotgaimrza
bangboyss
xdestry

Topic 8

sports
sport
joserolo
elkeyeme
televaral
eweeeee
shortybeezuhthug
chupinedda

Topic 9

comedy
unklesteve
weirdway

Topic 10

rantadmin
ussop
wickedwots
digitalpunch
retoddedmovie
entertainment

Topic 11

news
politics
bluethehero
radioaporrea
littleloca
antcreation
thedakkster
davidlyme
Show all 23 topics

Topic 12

blogs
people
smivadee
majordestruction
lwebmaster
digitilsoul
billyknows
joshuacw

Topic 13

news
politics
innewscenter
tiptoechick
askmisscris
actionteacher
mcrcnk
coloradomarin

Topic 14

animals
pets
univoco
dexarouskie
xxhellslayerxx
johnnietv
cdholt
charlottechurchcom

Topic 15

sfninja
rizenenator
wickedwots
smartenupnascom

Topic 16

entertainment
tammiest
whitewoodent
benkscheihing
krunktehsmart
expertvillage
cosmeticlover
busterkoon

Topic 17

sports
woshingtonleg
guscla
elkeyeme
socoolbob

Topic 18

diy
howto
brettkeane
expertvillage
actionteacher
weirdway
dexarouskie
lbracci

Topic 19

music
skyband

Topic 20

music

Topic 21

music
self
ronbrault
skyband
whitewoodent

Topic 22

travel
places
iancrossland
smartenupnascom
darkopancev
dantoncito
wickedwots
davidlyme

Computed over the full corpus.

Record

Catalog key
youtube-sfu-0302
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
94,433
Nodes
94,433
Edges
198,320 (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, 1.4 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 0302 [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 0302. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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