YouTube Snapshot 080719

A YouTube dataset of 72,702 videos, 867,579 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 080719 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 502,820 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

502.8K
Nodes
867.6K
Edges
3.43e-06
Density
2
Components
0.0042
Assortativity
12.9%
Reciprocity
368K
Bridges
Most central nodes
fRnUCTZ114U0.00028
Hr0Wv5DJhuk0.00028
3fS7Ws4S2dM0.0002
blw4vXDjPWM0.00018
k6B0chGKaYA0.00018
2iZ9QGl0aD80.00017
BCIyNPzqrHk0.00017
syER0vkOk1w0.00016
MYIhjbUejBw0.00016
zxJenKRcWlE0.00016
Content metrics

72,702 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 222.3
min 0max 1.2K
lengthμ 217.119 ± 273.114
min 0max 40.2K
viewsμ 11K ± 60K
min 0max 12.2M
rateavg 3.86 / 5
0std 1.675
ratingsμ 26.122 ± 115.496
min 0max 13.7K
commentsμ 23.1 ± 99.768
min 0max 7.6K
related countμ 11.933 ± 9.804
min 0max 21
25.6
Flesch–Kincaid grade
US school grade level
24.9
Automated readability index
Frequent terms
entertainmentmusicanimationfilmcomedypeopleblogsautosvehiclesnewspoliticssportsgamingsciencetechnologystylehowtoeducationanimalspetseventstravelactivismnonprofitsunashahidmahmudanshu27associatedpressfootfetishtrinidadmoleclassiczekelonewalkeritnexpertvillageenergyenvironmenttvwaterpowersystemspremukti5rbshowmethecurryluciferianmessiahbessibossmaniaisbackheartofdraknpinofasthegraceful5javishadymalevoliacbstherealnewspakistanistage5dznyboynetbroadcastingqursanykaraoke
Topic clusters

Topic 0

entertainment
mellowasroma
christproduction
huricand
music

Topic 1

entertainment
itn
kendrixaimeeoliver
studlyduffman
pakkinen
exzessivdasmagazin
tobiasgeminasu
kittyloki

Topic 2

animation
film
itsglory
kmfcambodia
abortedartist
saturnexplode
xemygirlx
themovietrailerman

Topic 3

animation
film
blacktreemedia
skinnystyle
huricand
msdisney
bigbrothertvinthepar
disneysonglover

Topic 4

entertainment
havanacubandancestud
bauprofiler
foblife
brosander
nytix
iluvpancakez
theashleighar

Topic 5

vehicles
autos
auto
davidsfarm
pileofiron
shadowworks
magicayrtonforever
rdclubmalaysia

Topic 6

politics
news
therealnews
nibelungensohn
travisandjonathan
barelypolitical
frfrankpavone
madashelldude

Topic 7

blogs
people
alternativeforum
concernworldwide

Topic 8

sports
sport
wwebatistatheanimal
greggustavosheel
calimist
dmcrathalos
lavazzauzzo
mookiesuperhero

Topic 9

music
xotrinkuhxo
fabinamaste
tamtheone
huntingtonst
statusjassco
expertknobtwiddler
andyfedel

Topic 10

blogs
people
onision
thehour
bummargera
bluefrogrecord
wjrradio
bucknellbison

Topic 11

tigerdirectblog
newscientistvideo
moonfther
cablecatdk
cletrac
larrylawrencejr
wwerawishere
eusougrosso
Show all 33 topics

Topic 12

howto
style
transformersmatrix
drzarkloff
newyorkmagazine
stefbot
tjharlow
runcarsonwater

Topic 13

gaming
fsusmail
gmamethy
iamsasafra
actualsource
ldsjaak
beastabueloz
bogesintehhouse

Topic 14

news
politics
cspanjunkiedotorg
issuealliance
ktla
seeprogress
dangerousbreednyc
andersoniaprof

Topic 15

sports
bucknellbison
itn

Topic 16

comedy
itn
omgitsthatrandomgal
benrulesf
axelcasa
ghostlyco
rawrgabbie
shanleypictures

Topic 17

music
vehaileairu
allynaa
charlieskie
tafoshi
teddygeigerofficial
leprincedeuphor
kayuki

Topic 18

blogs
people
xek
jellybeanjunky
xpunkcmx
unicornmilkshake
tokinglx
jnfenix

Topic 19

education
xxxbartenderxxx
retrovg
xxxstamharaxxx
behradpit
freevideoclips
ledgrower
pcscz

Topic 20

travel
events
event
egeefay
rdclubmalaysia
urbangrower
sarajime
exinco

Topic 21

music
ballowall

Topic 22

pets
animals
pet
animal
eyle
bbcworldwide
tamemeh
slaughterhater

Topic 23

music
rodstewartonair
adoelh
aalexajeann
hvy
acultkings
denderam
baillargeongirl

Topic 24

activism
nonprofits
concernworldwide
redceltic
calvinjone
wecansolveit
frfrankpavone
onision

Topic 25

animals
pets
pet
soylentdean
speedracker
returnthesoapbox
eyle
makotoraiden

Topic 26

comedy
chrisvmata
dbfinch
whitesyd
tackyrackycomix

Topic 27

comedy

Topic 28

music

Topic 29

education
unitednature

Topic 30

sport
sportimus
kacsport
ultraehsan
marsstang
sports
education

Topic 31

comedy
mellowasroma

Topic 32

music

Sampled: text metrics from 50K of 72.7K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080719
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
502,820
Nodes
502,820
Edges
867,578 (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, 7.9 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 080719 [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 080719. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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