YouTube Snapshot 0309

A YouTube dataset of 76,128 videos, 1,458,754 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 0309 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 640,605 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

640.6K
Nodes
1.5M
Edges
3.55e-06
Density
4
Components
0.0343
Assortativity
12.7%
Reciprocity
427.3K
Bridges
Most central nodes
22uYDgZXoJQ0.00037
qcw0-Ym3IBA0.00028
CsE1oZX3Eco0.00027
UMXvtvV4Ik00.00027
FV2gsdIRiic0.00027
2LJmeZgioio0.00026
nuFIHbzw0380.00026
13n8OpQS9Dg0.00026
Pyp4VajXWWY0.00026
VMfmiuM4uJ40.00026
Content metrics

76,128 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 615.095 ± 120.935
min 0max 752
lengthμ 210.654 ± 391.452
min 0max 64.7K
viewsμ 6.5K ± 31.6K
min 0max 2.6M
rateavg 3.41 / 5
0std 1.945
ratingsμ 18.036 ± 86.223
min 0max 8.6K
commentsμ 10.075 ± 51.447
min 0max 5.7K
related countμ 19.162 ± 3.665
min 0max 20
Frequent terms
musicentertainmentsportscomedyanimationfilmblogspeoplegadgetsgamesnewspoliticsplacestravelanimalspetsautosvehiclesdiyhowtounawrestleheatradioether39miltanimegmplfanribot88alrossidevereaux84dionnewarwickmutemathcelocrflostperdidoscum2me2luizimmmsoaddictivebabuijackiemskm18marshmalloooredludeshsonyzinhutrollolizzilupinradioaporreablue2005cbsridi0tkripton86yukikaze016koreandogmeatoz92
Topic clusters

Topic 0

sports
sport
tvzapping
cbs
tnawrestle
ilustrissimo
soldosold
adboivin

Topic 1

music
fourmusic
raphaupchurch
nwsz
whereever
licy

Topic 2

entertainment
kissneal
larrylemon
tnawrestle

Topic 3

music
okkupant
damonzwicker
nobodyels
syrieltiger
bluesmannonthebass
leeesa
leftovercrest

Topic 4

animation
film
nowysm
masakox
seiutikun
turkcediziler
bcnofn
hajimenokizu

Topic 5

animation
film
revisitified
pgantidote
presenciacultural
mightuchan
anitawestside
digitalboho

Topic 6

comedy
licy
clarklastsonokrypton

Topic 7

music
cdtdk
thirtycm
mcmlxxiiixiixix
tgtc
ysabellabrave
jaxumrecord
xstryfx

Topic 8

games
gadgets
playcast
francisceschin
playerchoice
riceeatnpinoy
akajetcat
blayrow

Topic 9

sports
promus

Topic 10

games
gadgets
xxxbyrdxxx
drsexual
sollozza
damanimefanforever
skylinerox
russmacca

Topic 11

howto
diy
ufoenthusiast
kylelibra
seekersmalaysia
chadagg
rogerdodgeraviation
cubechris
Show all 25 topics

Topic 12

people
blogs
ericsd
hardcaseownsyou
quitus
whereever

Topic 13

people
blogs
rtbaltimore
pakovario
labeauty
malvinator
nichstnutz
themaskedanalyst

Topic 14

entertainment
xstrikezerox
xnull
redzonic
koteczku
ceciliayongcc
xamill
lostperdidos

Topic 15

news
politics
xsezxx
escualidoxreload
wonderrobbie
cronicasmovilesvideo
kisaragijirou
dootick

Topic 16

entertainment
ferreple
vecst
woeworld
expressyourselfnow
fkingyan
bagthatwasswell
daytondoll

Topic 17

comedy
obeseamerica
werden
lilkido
margalideta
thesteken
edizarca
radioaporrea

Topic 18

travel
places
place
photojpn
beachwalk
lechusita
schumannresort
zebrabot

Topic 19

politics
news
britishreparation
nationundereducation
inventionmarketplace
lizsfilm
admiralpeacock
stevetatham

Topic 20

comedy
eqlsp
galipoka
gaffurxcom
kennyhotz
tehqueenisdead
keksfreuer
kbagus

Topic 21

animals
pets
pet
tonyapt
smokenprofit
parrio
sabgroup
kazykat

Topic 22

vehicles
autos
auto
redludesh
duoatthedisco
hottekettenschutz
sabgroup
snowhawkaddict

Topic 23

una
skinsrip
pigslop
pinpaitv
souisociety
tootsiepopfeetnsock
amazingabel
xsezxx

Topic 24

blogs
people
xxlittleemosxx
qpsecretqp
xcolleex
cmckinstrya
xxxjamesxxxxcore
zonka

Sampled: text metrics from 50K of 76.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0309
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
640,605
Nodes
640,605
Edges
1,458,754 (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, 10.4 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 0309 [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 0309. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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