YouTube Snapshot 080613

A YouTube dataset of 71,912 videos, 931,141 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 080613 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 504,918 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

504.9K
Nodes
931.1K
Edges
3.65e-06
Density
4
Components
0.00271
Assortativity
16.2%
Reciprocity
361.2K
Bridges
Most central nodes
JFh4yTqYIf80.00025
E1fOa5ufPmc0.00022
fo26xLTp5L00.00019
Duem692mDQc0.00019
1xSVYmYFLCI0.00017
RR4TIYEAmIk0.00017
zFvVLeTyXOo0.00017
DRlHal2VAYE0.00016
dUpOhM8Hxx00.00016
ez5robAWmu40.00016
Content metrics

71,912 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 998.118 ± 219.153
min 0max 1.2K
lengthμ 213.143 ± 206.988
min 0max 11.3K
viewsμ 14.5K ± 53.3K
min 0max 4.7M
rateavg 3.85 / 5
0std 1.675
ratingsμ 30.106 ± 113.538
min 0max 8.6K
commentsμ 25.097 ± 99.299
min 0max 8.8K
related countμ 12.948 ± 9.536
min 0max 20
23.6
Flesch–Kincaid grade
US school grade level
25.1
Automated readability index
Frequent terms
entertainmentmusiccomedyblogspeoplesportsanimationfilmnewspoliticsautosvehiclesstylehowtoeventstraveleducationsciencetechnologyanimalspetsunaactivismnonprofitsda33431dabbavalatnawrestlingtapeandyyexpertvillagehiiraanonlineachirwaespana189profondementgramplastronomiedomineassociatedpressisraelwasanesslittlekuribohgazebosnurfyangelpop24markie0909lamusicfactorycspotsuttonaddictsblogosferegreggustavosheelsmb845xangelxleonaxamorlatinaaajoooeyyy
Topic clusters

Topic 0

music
elbeam
irichmusic
badreligionlyric
alexheartbreaker
loleiniu
micamozart
rvqueen

Topic 1

entertainment
michaelange
whiteswife
style

Topic 2

comedy
apenasdanilo
poxoloo
theevermoreescape
juhinglili
spencoid
gokusushi
totongski

Topic 3

music
betweendakey

Topic 4

blogs
people
mouthcar
loleiniu
teaoya
expertvillage
caramelkare
sportywalker

Topic 5

entertainment
kokolocomotion
chandelledumond
parangaracuatimiricu
pointofgrace
yazzyntt
eazybreeze
theyoungturk

Topic 6

entertainment
aqwsedrfgt
machinima
bhpmkii
profondement
mostbosh
tapeandyy
fpaulius

Topic 7

sports
sport
henryac
ktcoate
wrestlingmusic
theyoungturk
cadexchannel
lucymisch

Topic 8

comedy
thenostalgiacritic

Topic 9

blogs
people
soldpeople
twi
weightview
finalownageelite
wiltshirebz

Topic 10

animation
film
thecoolioz
caritoslo
joyyasmine
foxmcclaudio
kelleyh
lillnirp

Topic 11

news
politics
theyoungturk
blogosfere
wiltshirebz
achirwa
travisandjonathan
freedomanddemocracy
Show all 19 topics

Topic 12

animation
film
xsickonickox
xxpoisenandkissesxx
emochrissyg
danisabro
pbmachinima
snaxrekords

Topic 13

howto
style
una
illumistream
nighthawkinlight
velinecaffeine
jimmyrcom
vanessavandalism

Topic 14

politics
news
weightview
cakefinancial
cspanjunkiedotorg
stractech
grandeffe
galaxydream

Topic 15

sports
flowingzen
everythingball

Topic 16

travel
events
event
dawnoceania
flybrasil
daveyboyz
thatonetwin
qcm

Topic 17

vehicles
autos
auto
nelahh
tsexpert
pyrogeeks
travisandjonathan
modotvideo

Topic 18

education
learningtobend
badreligionlyric
modotvideo
dabbavala
hajikerujackson
johnshouse
mstrmrcschn

Sampled: text metrics from 50K of 71.9K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080613
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
504,918
Nodes
504,918
Edges
931,141 (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, 8.0 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 080613 [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 080613. 2008, doi.org/10.1109/iwqos.2008.32.

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