YouTube Snapshot 080424

A YouTube dataset of 110,122 videos, 1,392,317 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 080424 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 metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 735,083 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

735.1K
Nodes
1.4M
Edges
2.58e-06
Density
6
Components
-0.02281
Assortativity
15.5%
Reciprocity
515.9K
Bridges
Most central nodes
_wihKvfbFew0.00031
KMP8OSWGcss0.00028
XSrSNpl3PEs0.00028
pbUmN8myvxQ0.00027
-jIEGZwLPvo0.00026
lkRUawKehLA0.00024
pjak4ByHnco0.00024
PgCRWvwdFHM0.00023
Ly4-UmtUAvQ0.00023
pwGLNbiw1gk0.00022
Content metrics

110,122 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 908.969 ± 206.339
min 0max 1.2K
lengthμ 216.929 ± 199.561
min 0max 12.9K
viewsμ 21.4K ± 84K
min 0max 7.3M
rateavg 3.96 / 5
0std 1.585
ratingsμ 44.255 ± 201.828
min 0max 29.6K
commentsμ 36.2 ± 226.551
min 0max 59.9K
related countμ 12.643 ± 9.341
min 0max 21
23.5
Flesch–Kincaid grade
US school grade level
25.3
Automated readability index
Frequent terms
musicentertainmentanimationfilmcomedyblogspeoplesportsnewspoliticsstylehowtoeventstravelanimalspetsautosvehiclessciencetechnologyeducationunaactivismnonprofitscspannickloizouoobeivanlahungaraglazedknucklekiddlivewebmasterlinedqueen1hotassgirluniversalmusicgroupwatchmojoblazedragon132nextvideosskynewsgearscastgirliciouswebgirliciouszonegpuddlerussiatodayseshiryaenglishnproud66sanmuhammadpoliticalrealmavidactress007cbsbnprenaissancedeceasedcrab
Topic clusters

Topic 0

entertainment
romscout
grampl

Topic 1

animation
film
anythinggoesprod
boxist
lemontartproduction
thelivinglegend
erruchan
lifewaycollege

Topic 2

animation
film
realmadridcruzazul
egsvideo
animenetwork
frreedom
jercymax
madlybloomingqueen

Topic 3

sports
sport
navionics
zooyorkmedia
easydoesitmikey
mrtapehead
imapodaddy
thaisdepinho

Topic 4

entertainment
atwyatt
theretronintendoguy
diirkbreeuwer
lour
rapolympics
kobiyal
tallderektoronto

Topic 5

music
kurtrmjr
gazcobain
mcbruxxo
rlondemand
dragonpunchuk
helltrex
carrieslittle

Topic 6

comedy
pilotodyssey

Topic 7

entertainment
gigabowserx
savagerhymes
evilralfwiggum
artificialraven
xxxremyxxx
violenthaye
kellyclarksonismad

Topic 8

music
capitalchaos
mjesing
nedspark
claudiodellanina
thurdi
gulrotkake
caaufermann

Topic 9

blogs
people
deekyjung
mullerlaura
lalunablu
amelciaaa
davidisbetterthenyou
hitmobnj

Topic 10

blogs
people
insertemotion
solpictures
luislomelimd
scbarr
upcycle
fosterfriess

Topic 11

travel
events
anythinggoesprod
natantu
medavog
pancaketrouble
gearthblog
submarinechannel
Show all 28 topics

Topic 12

politics
news
theirkingdomwillfall
smpfilm
pattellsyouwhatswhat
reutersvideo
artisannewsservice
tannerherriott

Topic 13

bathspacentral
watchmojo
politicallunch
kawichamp
sushieboy
redneckky
kerovirus
luisthc

Topic 14

comedy
aangthelastairbender
iamcyberman
donaghey
ericvandewalle
unkleronnnie
garlb
lewisbeetham

Topic 15

sports
nba
nearlycited

Topic 16

howto
style
cntelevision
watchmojo
navionics
speedseduction
vgmrulez
yourreturn

Topic 17

music
gemear
tynerd

Topic 18

animals
pets
steadydiet
russiatoday
bigcatrescue
angelicque
gotchriss
mcajusa

Topic 19

music

Topic 20

education
carnegiemellonu
gottobekiddinme
evolawonder
calcbox
rosaryfilm
pikamaxi
pythiasbest

Topic 21

zainshafi
benasslacy
pietropaschino
gottobekiddinme
sanmuhammad
inakto
wncn
tolstoykafkaevsky

Topic 22

people
blogs
casaevideocampanha
angelicque
bloggerhead
davidpaper
amandainoz
kawichamp

Topic 23

music

Topic 24

comedy
yakeduli
mjehan
djsteeda
bpblu
diegomegax
highwarlordblue
dshban

Topic 25

una
bigcatrescue
freesouljah
inlovetolove
wncn
americanresolve
valientlink
shaneycarmenforever

Topic 26

music
cherishw

Topic 27

news
politics
queremosrepublica
gottobekiddinme
obaidkarki
staffgrillo
ronpaulpatriotdavid
webant

Sampled: text metrics from 50K of 110.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080424
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
735,083
Nodes
735,083
Edges
1,392,313 (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, 12.0 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 080424 [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 080424. 2008, doi.org/10.1109/iwqos.2008.32.

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