YouTube Snapshot 080426

A YouTube dataset of 68,060 videos, 922,486 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 080426 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 489,805 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

489.8K
Nodes
922.5K
Edges
3.85e-06
Density
5
Components
-0.0308
Assortativity
16.1%
Reciprocity
347.5K
Bridges
Most central nodes
AF_VA2OK4HU0.00027
86auU6AluuM0.00025
8mANST5uQjA0.00024
v3unc1hz3H00.00022
eBn73Ehvm_00.00021
yFhQnW6xH0I0.00021
0rgQho8licc0.00021
E1fOa5ufPmc0.0002
Xz4v8g6Y4mI0.0002
P4MbD6CRTG80.00019
Content metrics

68,060 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 922.822 ± 212.988
min 0max 1.2K
lengthμ 255.044 ± 11.3K
min 0max 3M
viewsμ 23.3K ± 89.8K
min 0max 5.5M
rateavg 3.93 / 5
0std 1.565
ratingsμ 42.503 ± 177.393
min 0max 15.3K
commentsμ 36.849 ± 198.632
min 0max 33.2K
related countμ 13.554 ± 9.02
min 0max 21
24.3
Flesch–Kincaid grade
US school grade level
25.7
Automated readability index
Frequent terms
entertainmentmusicblogspeoplecomedyanimationfilmsportsnewspoliticshowtostyleeventstravelautosvehicleseducationanimalspetsunasciencetechnologyactivismnonprofitsonlinegtatvoralhistoryhoover4000rhfan75kelly1142kirra12ppilthemeanthologycollants3333crideosthechurchofdavetherealtomaceironfisteagleclawneveraliegromio4loveetvlegendsrtpuniversalmusicgroupdragonlasersfanmangtamissionsgossipgirlmusicbrotharollinszangia1985championsleaguecupleeshaharveymp5manislameg
Topic clusters

Topic 0

entertainment
hostesshue
wish
subcin
yogameditation

Topic 1

comedy
intgrsciencefilm
djvlad
iheartkbell
alexanderpoe
superpizzabros
thetruthstillremain
nalt

Topic 2

entertainment
uncuthashbrown
thecaferetro
thekeeshu
detwiler
questnisha
alsobei
lightzorel

Topic 3

blogs
people
apheliondustwake
itajubaemfoco
laimtoe
tsjoencinema
dahliadark
matheis

Topic 4

people
blogs
rcpmmaryland
seasofconfusion
palnews
codeaire
directorpaul
blogshowklb

Topic 5

entertainment
dfbgjcbg
gtdx
xxxchurch
aidenzero
xprserver
ortonstorm
xsnipermastax

Topic 6

sports
sport
hottskatergrl
toddfalco
redbullskateboarding
cricwebcast
cintiacaretta
appaulledwilly

Topic 7

music
oneloveatatime
tousao
wmbencarl
hakjamentertainment
emitelevisa
hottskatergrl
heroinomano

Topic 8

howto
style
arifilms
illumistream
dragonlasersfanman
underdawgstv
krisshred
mathtv

Topic 9

animation
film
opod
chevellionroswellion
xxezchrisxx
katharineobrien
greydonclark
compflow

Topic 10

music
brandonvanzee
willbonner
guitarbyron
emitelevisa
junedeon
dpleite
capitalchaosvideosho

Topic 11

politics
news
atinalibera
cfiontario
theyoungturk
tvlegend
beyondfrontiers
kathryncassidycom
Show all 24 topics

Topic 12

comedy

Topic 13

film
animation
cultfament
morganfaust
solsticehalcyon
tullerbop
efootage
roryhaine

Topic 14

music
hsmusicalorg
entertainment

Topic 15

music

Topic 16

nationalgeographic
jusafaze
ytwatchdog
bfmchaindog
wukdar
fiveawesomeguy
nathanfloody
mfmten

Topic 17

blogs
people
ilovemydeen
drpsionic
rcpmmaryland
cliftonquinn
baygerda
belleama

Topic 18

emlrates
tonyrush
billyhelga
magicalchazwick
upcinc
nationalgeographic
thetubeaddicts
speedyconkiwi

Topic 19

politics
news
nationalgeographic
snaplinx
capnordinary
newshand
omegacube
grandeffe

Topic 20

education
alsunnaorg
swedendawah
upcinc
hakjamentertainment
juggalodvlh
supermariogalaxian
speedyconkiwi

Topic 21

sports
yalexendre

Topic 22

una
desiirl
standstomper
aplfight
thesweetestemily
hankphelp
stevieryan
lagrimasolitaria

Topic 23

vehicles
autos
auto
djvlad
gshawnadam
tchick
vehicle
baygerda

Sampled: text metrics from 50K of 68.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080426
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
489,805
Nodes
489,805
Edges
922,485 (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, 7.8 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 080426 [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 080426. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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