YouTube Snapshot 080703

A YouTube dataset of 58,063 videos, 675,259 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 080703 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 386,428 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

386.4K
Nodes
675.3K
Edges
4.52e-06
Density
8
Components
0.00644
Assortativity
14.1%
Reciprocity
281.1K
Bridges
Most central nodes
_sV6Dy8S9o80.00037
rZQQgvhn4jg0.00023
EmQKwDeCGUk0.00019
OD8qSmkdqJM0.00018
zcu7BVG7JE40.00018
LvdJHBpmq8c0.00017
LNEsCnMypKY0.00017
ScXLHgPcZuc0.00017
wthdT4uL_qw0.00017
LsBV8Rdab200.00016
Content metrics

58,063 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 985.658 ± 223.242
min 0max 1.2K
lengthμ 210.35 ± 196.679
min 0max 6.7K
viewsμ 11K ± 42.1K
min 0max 3.6M
rateavg 3.85 / 5
0std 1.675
ratingsμ 24.405 ± 90.505
min 0max 5.2K
commentsμ 21.882 ± 89.217
min 0max 9.6K
related countμ 11.63 ± 9.86
min 0max 21
25.1
Flesch–Kincaid grade
US school grade level
24.8
Automated readability index
Frequent terms
entertainmentmusicblogspeopleanimationfilmcomedyautosvehiclessportsnewspoliticsstylehowtoanimalspetseventstravelsciencetechnologyeducationunagamingactivismnonprofitskaterinaz1formusic01expertvillageacparadiseg3evoytjlc112778ykedwinnantovisionchauffettemynjunkyardsmck2009darkchroniamdiginfonewsmcchengyanxxdisneyxxmusicxxassociatedpressayumilove8sueyikucanadianidol101cybi228bababoobiedavidsfarmchoclo520foyin852she4everella
Topic clusters

Topic 0

entertainment
applecola
aluminumfoils
pbs

Topic 1

music
alexisclassic
musiclt

Topic 2

comedy
una
carlitocaribbeanrone
ninjagangstur
skywalkerlajcsi
emiliebunny
gapcard
jellecamp

Topic 3

animation
film
ofcarcikfilms
wekomundo
groenedraeck
millypoland
jjjjoshjjj
themovietrailerman

Topic 4

entertainment
mmmkemaco
shmooandthecrew
grevitoe
rorast
renoke
thaitoku
jellomnkey

Topic 5

entertainment
xxbryansgurlxx
cileyluveromg
seinfeldtv
canadiancosplay
lvmao
qtv
upivideo

Topic 6

film
animation
blacktreemedia
bluefishtv
lbrosfilm
supereasian
bargem
cattlebaron

Topic 7

music
adelynnn
piepmiau
beemagie
climbinquick
disneymusiic
ordirecy
nomercyharlem

Topic 8

people
blogs
greglawrence
attusapparel
jarynator
ttreporters
fourawesomesummer
postaholic

Topic 9

style
howto
bababoobie
memphiso
diginfonews
iridologychina
thekennychannel
spacepainter

Topic 10

comedy

Topic 11

sports
sport
jlschwab
steubenstr
sporemedia
janflinck
carlitocaribbeanrone
farlane
Show all 24 topics

Topic 12

music
xtickelxmexemox
climbinquick
inefcxn
murkee
xxdisneyxxmusicxx
drtaruba
lilplayakrump

Topic 13

technology
science
sirhoax
zerofossilfuel
megotrice
gridkeeper
thenewyorktime
spacepainter

Topic 14

autos
vehicles
etomiccompanie
auto
griotgreg
vehicle
johnaaron
elementok

Topic 15

blogs
people
swtlilannie
shuzzthe
tecnoturbo
emceearsn
sandniggaproduction
cogltruth

Topic 16

travel
events
event
toshibachallenge
davidsfarm
zkurosh
kyiraa
miamispringscom

Topic 17

education
stepsaver
rsewebteam
aanyakae
erictheartist
unclesampatriot
greyblobproduction
adelenozedar

Topic 18

blogs
people
jjjjoshjjj
xgobobeanx
zackwolk
jskinner
zxvivixz
swtlilannie

Topic 19

animals
pets
warkilla
richardnorton
loaschina
pet
davidsfarm
nantovision

Topic 20

news
politics
conleymedia
gunitexclusive
asathecomic
giftmitch
fengshentui
solidgouldprod

Topic 21

sports
usatodaylive
wisn
sport

Topic 22

vehicles
autos
auto
japanesecarcm
vehicle
takutaq
existenzekampf
dasubi

Topic 23

politics
news
saynotoislamdotcom
minidish
skywalkerlajcsi
chiuchihshien
drjackripper
nfpadotorg

Sampled: text metrics from 50K of 58.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080703
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
386,428
Nodes
386,428
Edges
675,257 (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, 6.0 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 080703 [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 080703. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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