YouTube Snapshot 0511

A YouTube dataset of 66,482 videos, 1,297,320 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 0511 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 700,895 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

700.9K
Nodes
1.3M
Edges
2.64e-06
Density
6
Components
0.01196
Assortativity
12.4%
Reciprocity
485.4K
Bridges
Most central nodes
VgVZ5vZBGhk0.00015
W4Vnf8f3u9c0.00014
cQ25-glGRzI0.00014
FcumcIgqJYE0.00013
_IjdgM0hylA0.00012
eaWqseH2A600.00012
_RSCcQ-WsWQ0.00011
aobNBzidyMM0.00011
j1RcZz03_D80.0001
qrcVNmcQuGA0.0001
Content metrics

66,482 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 669.707 ± 128.755
min 0max 815
lengthμ 255.203 ± 14.1K
min 0max 3.6M
viewsμ 5.4K ± 22.4K
min 0max 2.4M
rateavg 3.41 / 5
0std 1.945
ratingsμ 13.575 ± 47.779
min 0max 5.7K
commentsμ 9.174 ± 65.335
min 0max 14.9K
related countμ 19.514 ± 2.766
min 0max 20
Frequent terms
musicentertainmentcomedysportsgadgetsgamesblogspeopleanimationfilmnewspoliticsautosvehiclesanimalspetsplacestraveldiyhowtounathegtostephsoappierresimoesserbannichifort4changegusantiepearson101daijiyobumelpiersonrehstvuploaderuhkimhervejamarlouischouspritemoneygato2006chilegoldexperience4714angelikaluniversalmusicgroupcbscentrenadibel44lordundralliotylerdodgeballbbcworldwideiftekaarchowtmarcinekvelovictorlittlestar35543nancypelosi
Topic clusters

Topic 0

entertainment
verpal
extratakesyouthere
americancicci
bragic
firewaterstone

Topic 1

games
gadgets
gtamission
ebrandi
doublecube
budd
joshuaeash
erickaholui

Topic 2

music

Topic 3

people
blogs
rehydrate
lduk
sportiboy
stephsoap

Topic 4

games
gadgets
darkfireyoshi
lljagull
nangbaby
mrrotweiler
hotgcanuhandleit
cyoadjective

Topic 5

blogs
people
sumpingmoro
iiaen
cboucebci
wpgpeanut
robertscale
gypsyfirestorm

Topic 6

entertainment
kvdizisinet
graciederf
stentionhouse
guycito
forgetxregret
aannttmm
starmystica

Topic 7

comedy
iiaen
piecorporations
andyee
stringbeanalex
foulheretic
whynousernamesleft
turkher

Topic 8

animation
film
whathecannotknow
joeshay
brittonian
dreamyqi
robecat
erickaholui

Topic 9

music
hichantw
thesingingmiamian
tomomeek
crimemob
deontan
drumble
esctoday

Topic 10

music
yhhb
lindororossini
familyatwax
angelaboston
spunkylaura
eruhkim
drtuddle

Topic 11

travel
places
rubenmz
twilightzoneanaheim
rotishe
sarrycrey
dejuanp
mecsp
Show all 37 topics

Topic 12

politics
news
iikoda
oshkoshnews
franticharbor
theyoungturk
qwestyuns
theduderinok

Topic 13

comedy
brandondmob
brencfarrelly
agentxpq
xmorrisfilmsx
stereosteve
shellyevan
omhbbmh

Topic 14

politics
news
mssociety
moneyhouse
freejluer
forgetxregret
hirampp
kimmelscorner

Topic 15

sports
azraelpc

Topic 16

comedy

Topic 17

animals
pets
pet
lifeextract
animal
lostped
analauram
cupitecatl

Topic 18

animation
film
sintoniasaintgermain
gusconstantine
felipegiusti
laetitianne
hilarywithlove
fritexfranca

Topic 19

entertainment
sidtri
walcybad
earlwarren
corbo
gmarissen
bertn
gidonreid

Topic 20

blogs
people
barraclough
dukizbabigurl
chimeraspider
expertvillage
mongosrace
jonastko

Topic 21

sport
sports
mavrint
ipnecimbom
mericdurna
javierly
dbahcenli
ghostykev

Topic 22

sport
theassociation
unhidden
sports

Topic 23

una
eshumi
mavrint
jeliquia
crewcreative
mrpregnant
hirampp
theapron

Topic 24

sports
sport
etilen
fasihkaandemir
diehardbarca
replanagod
letsgocu
mounttokyo

Topic 25

sports

Topic 26

music
dukiiiii
chudnovsky
taipobryan
kasyapa
nartkun
stampylongnose
heiyan

Topic 27

animation
film
xlxbahadirxlxauss
kvdizisinet
sinaibeach
lydialovebj
imvolunteere
gabijar

Topic 28

howto
diy
clevelandmarko
bartenderweekly
betttola
boundaryzero
canadianufo
garethhallnz

Topic 29

animals
pets
pet
analauram
rwm
buggirlx
dancescientist
animal

Topic 30

comedy

Topic 31

aishatbollymmsdotcom
entertainment
wredmoon
louisepalanker
truthslayer
wafflepower
cupitecatl
dmoge

Topic 32

howto
diy
zarbod
quehuongvn
dejuanp
dreamyqi
seedmagazine
loufifteen

Topic 33

autos
vehicles
auto
gsultraslan
schwabino
gotoaya

Topic 34

comedy

Topic 35

sports
wextremew
sport
vodkavisne
javierly
mwilland
ronjakk
snopek

Topic 36

vehicles
autos
auto
dyoct
oldspwr
metalnene
carsdawydiak
fastlanedaily

Sampled: text metrics from 50K of 66.5K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0511
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
700,895
Nodes
700,895
Edges
1,297,320 (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, 10.4 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 0511 [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 0511. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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