YouTube Snapshot 080619

A YouTube dataset of 72,362 videos, 865,092 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 080619 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#Recommendation graph#Related video#Video metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 489,183 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

489.2K
Nodes
865K
Edges
3.61e-06
Density
2
Components
0.0051
Assortativity
13.8%
Reciprocity
353.8K
Bridges
Most central nodes
am5Y5Pvrb4M0.00024
lfpBS1y4nzs0.00024
-9ao_vOsZkg0.00022
gfnae8qMXy80.00021
hRa7tuzgy9Y0.0002
5RC8xkItGjc0.00019
FJJpEI-joL80.00017
Jwe6056i3rY0.00017
5axYHeG4Xeo0.00016
11uzc1qXyAA0.00015
Content metrics

72,362 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 997.674 ± 213.16
min 0max 1.2K
lengthμ 206.368 ± 174.399
min 0max 6.8K
viewsμ 10.9K ± 40.1K
min 0max 3M
rateavg 3.90 / 5
0std 1.625
ratingsμ 27.457 ± 90.44
min 0max 5.5K
commentsμ 24.815 ± 93.569
min 0max 8.3K
related countμ 11.955 ± 9.802
min 0max 51
23.2
Flesch–Kincaid grade
US school grade level
24.7
Automated readability index
Frequent terms
entertainmentmusicanimationfilmcomedyblogspeoplesportsautosvehiclesanimalspetshowtostylenewspoliticseducationsciencetechnologyeventstraveldavidsfarmunabluetablepaintingactivismnonprofitsbeetlejuice150barbg11expertvillagebritainsgottalentaudcauchemar89samk786110deadlocksethreecedaretobestupidshowpassantekiller2totallyfanyaoiitnhzgg12forourhappinessnathanjbarnattyuulina3jjchrisgarbinskiantfish241brerdanielgbambernana443phutran1981vnwillroyaebenbrooks
Topic clusters

Topic 0

entertainment
constancestone

Topic 1

comedy
nathanjbarnatt
notnoam
hlproject
verytasteful
accordingtowhim
cloudtigerbb
stylebuba

Topic 2

entertainment
cognacs
brerdaniel
dandydlc
nefos
chuckthemovieguy
xxanimexisxlovexx
barneythedinosaurrox

Topic 3

sport
sports
expertvillage
polenar
trickridingangel
mentalrules
whiteoutmedia
dannyvos

Topic 4

animation
film
deltacresant
reokeo
unificationnow
camscott
robhiphop
loligopup

Topic 5

people
blogs
kcratv
crashcosbo
scrogathon
umutist

Topic 6

entertainment
perdooky
espeedeey
cashgiftsuperstar
mysporepage
tribbleofdoom
xxmrwinchesterxx
hyruledotnet

Topic 7

howto
style
etateherhomework
abbtech
expertvillage
montagical
gaphary
acitonattractionpro

Topic 8

autos
vehicles
auto
vehicle
vinnygn
geniegogo
jlherbertmail
rumcajsss

Topic 9

blogs
people
thefalsetruth
guownming
steffwaf
jonasbrothersangel
cfenix
schmuckypoo

Topic 10

music

Topic 11

sports
nweofc
sport
Show all 33 topics

Topic 12

pets
animals
animal
susbrain
rodeomidge
enduroroxy
wearetheband
rodeoclassified

Topic 13

entertainment
dbzanto
adriexskittar
waitingforsanta
sefearion
ericaroane
amrhussienamr
kheliao

Topic 14

music
tkdmusic
gedtv
clapspianistproducer
jmrapmuzik
loyalpadme
mysticalwin
sumowski

Topic 15

technology
science
chuggaaconroy
wolfmat
lesliecrawford
slimkirby
yoshielectron
easyraoul

Topic 16

music
aliceje

Topic 17

music
superfushi
oksanabella
ohyumii
yogero
maxkso
nekoteo
rokgod

Topic 18

animals
pets
xxwebkinzxx
firewhisker
pet
noahskingdom
warriorxcat
nightheartthewarrior

Topic 19

comedy

Topic 20

animation
film
chaoslovesmash
chappirukia
andrewtarmstrong
mathdramape
mafiiez
neonicadg

Topic 21

howto
style

Topic 22

people
blogs
andymcgaffigan
brossettelewis
shoaqua
zhangxianliang
jesskuhlovesedward
drlemur

Topic 23

comedy

Topic 24

education
montagical
freevideoclips
acitonattractionpro
uminoa
freevideoclip
revolucionlatina
hearandplay

Topic 25

film
animation
mastercrow
nekosorenandrory
nisebin
fireclanleader
balletskate
selketxiii

Topic 26

travel
events
smartietfe
aledaino
sexisbadforyou
jenisfamous
carainstitute
alphadot

Topic 27

news
politics
associatedpress
apprenticea
wenjinweb
kcratv
nashena
theninthtrust

Topic 28

vehicles
autos
auto
racerboyroy
frightenerx
partcentpc
fostersmonster
corvettedreams

Topic 29

auto
vehicles
vehicle
fostersmonster
dadeboiy
ennemme
mycommercial
canadiancitation

Topic 30

davidsfarm
autos
vehicles
auto

Topic 31

music
mistedvines
totescramaze
musicmanpush
boogiestacey
allisonvankeuren
tattertoe
sandersforsenate

Topic 32

politics
news
webkinztrader
lesliecrawford
coalharbourvancouver
shidehs
ientry
jurockvideo

Sampled: text metrics from 50K of 72.4K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080619
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
489,183
Nodes
489,183
Edges
865,041 (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
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, 7.7 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 080619 [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 080619. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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