YouTube Snapshot 080623

A YouTube dataset of 59,058 videos, 703,002 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 080623 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 388,334 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

388.3K
Nodes
703K
Edges
4.66e-06
Density
7
Components
0.0069
Assortativity
14.6%
Reciprocity
279.8K
Bridges
Most central nodes
MeSSwKffj9o0.00045
xijncXnNJQ80.00033
NwV1VZcPvt00.00024
Dfz96fJepSU0.00023
vPKvwd9vJZY0.00023
QpB1u1LdIo80.00022
DvFPXuq6jvQ0.00022
h67k9eEw9AY0.00022
km1MZ0iS--I0.00022
hmjSS3E8oE40.00021
Content metrics

59,058 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 989.241 ± 220.409
min 0max 1.2K
lengthμ 219.455 ± 1.6K
min 0max 378.8K
viewsμ 10.9K ± 50.4K
min 0max 6.3M
rateavg 3.85 / 5
0std 1.685
ratingsμ 24.588 ± 128.276
min 0max 15.7K
commentsμ 21.834 ± 121.888
min 0max 17.8K
related countμ 11.904 ± 9.81
min 0max 21
24.5
Flesch–Kincaid grade
US school grade level
25.2
Automated readability index
Frequent terms
entertainmentmusicblogspeopleanimationfilmcomedyautosvehiclessportshowtostylenewspoliticseventstravelsciencetechnologyeducationanimalspetsunaactivismnonprofitstranshuman7topgearpwnsexpertvillagebm197823pizzaeatingpandagamingdiavolodianopunk2116professorvqingy3ceribrinaruto686thefourthdrakekidsmtvslv1turboastoncyberwolf087dolchenavengerofthenightkonglinghui95cqcnikokarinbjorklunostalgia1979thecrackwalkernfbamydiamonddeutschd4n1el91returns
Topic clusters

Topic 0

entertainment
mightyjordan
foreverniight
uvpl

Topic 1

music
rockbandage
randynile
ucmsgrand

Topic 2

comedy
una
thejfog
thehellishgnome
timefortwenty
rastargate
theandycam
castparty

Topic 3

blogs
people
selkei
dreamsnoevil
johnofjordan
theangrycanuck
xaccordianguyx
redvolverstudios

Topic 4

sport
sports
tomestoke
thedeepquest
monoxidemuthafacka
expertvillage
hangloosehawaii
monialiska

Topic 5

entertainment
urbanquick
gimberghski
eapolska
halovsmario
luizprower
mithoskuu
hogwartshonorroll

Topic 6

animation
film
lifeattheextreme
aparnasworld
mikesmovieroom
luisveny
olivertraylen
josephkeckler

Topic 7

entertainment
styxnl
xphatmagexx
vblisz
xxvietgurlxx
halfdarkshadow
eishinki
sheddingmeganfollow

Topic 8

comedy

Topic 9

people
blogs
splucy
whatyouknowbout
googletechtalk
utterboxtv
cmspillane
boostinblazer

Topic 10

animation
film
nightmareslover
wolfevideo
mdotstrange
abbjorko
ameterasuu
shuuauellover

Topic 11

science
technology
seagerhaircentre
holymasterfox
vaughanweather
moonmovie
moontrue
aleksankazakov
Show all 26 topics

Topic 12

autos
vehicles
auto
vehicle
jawpaw
ramblerfilm
tbidh
rastargate

Topic 13

travel
events
gonaminori
sbartstv
netstreamph
ontarioweather
angelicacomar
shanesevo

Topic 14

music
gramophoneshane
otekki
proudtobeirish
jaganperfect
bozzlk
christphoerrr
bwsmedia

Topic 15

music
florvillaseca
thethermoman
universalmusicgroup
chipmanner
eternitytogether
chroniconon
gigasepp

Topic 16

howto
style
spraycasso
corruptcrew
genxsuperfood
arlingtonplastic
authentikpinoy
calumetphotonew

Topic 17

sports
sport

Topic 18

education
googledevelopers
trickyre
desteniproductions
moontrue
threesformula
thealexjoneschannel
thedailyenglishshow

Topic 19

marquisdejolie
mrsgroovy
herbdoggy
blazinguitar
yabada
events
travel
dannyxbox

Topic 20

vehicles
autos
auto
boostinblazer
viperzg
yeryespinoza
vitoswift
zgviper

Topic 21

entertainment
xygemick
onmyradarrr
landaux
calumetphotonew
logbtp
xxniamhxkatiexx
selenarocksmyworld

Topic 22

politics
news
associatedpress
moontrue
schottolo
troymelquist
atomcatt
tasharules

Topic 23

politics
news
zarbod
fckuvrymch
thealexjoneschannel
moonmovie
jaxneuron
thefourthdrake

Topic 24

auto
vehicles
vehicle
egryan
streetracerica
paprox
ramblerfilm
umdiecker

Topic 25

style
howto
thedailyenglishshow

Sampled: text metrics from 50K of 59.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080623
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
388,334
Nodes
388,334
Edges
703,002 (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, 6.2 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 080623 [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 080623. 2008, doi.org/10.1109/iwqos.2008.32.

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