YouTube Snapshot 080331

A YouTube dataset of 149,933 videos, 2,057,770 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 080331 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

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· graph.json

The full graph has 998,958 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

999K
Nodes
2.1M
Edges
2.06e-06
Density
4
Components
-0.04661
Assortativity
19.9%
Reciprocity
667.3K
Bridges
Most central nodes
Tx1XIm6q4r40.00019
c-MlJ8KLzEY0.00018
jPu7jGn6EG00.00016
KiR838VOCrA0.00016
-xEzGIuY7kw0.00015
HYokLWfqbaU0.00014
rZyeoKr9kG00.00013
2RlG3-tcMoM0.00013
-9ao_vOsZkg0.00012
-ngwDCCOSNE0.00012
Content metrics

149,933 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 867.473 ± 218.513
min 0max 1.1K
lengthμ 258.45 ± 21.6K
min 0max 8.4M
viewsμ 42.2K ± 163.5K
min 0max 10.8M
rateavg 4.01 / 5
0std 1.435
ratingsμ 77.944 ± 381.4
min 0max 63.7K
commentsμ 66.906 ± 304.058
min 0max 30.4K
related countμ 13.725 ± 8.925
min 0max 20
23.6
Flesch–Kincaid grade
US school grade level
24.6
Automated readability index
Frequent terms
entertainmentmusicsportscomedyblogspeopleanimationfilmnewspoliticshowtostyleautosvehicleseventstravelsciencetechnologyunaeducationanimalspetspinkwhistle1000activismnonprofitst2darlantanmarcus1387cbsunpicked1chocolinxzoomdekhochoblingmaxenricfanrainie777nbawattamack4channelfrederatoripandaaexpertvillagebikertrashwolfddeubelpennyccwuniversalmusicgrouplalousse24godsholywordqueremosrepublicadarrenmacdougallzanzibar19oldiesinmybloodsamostorm
Topic clusters

Topic 0

entertainment
girlmobile
clausule
groovedanceclass
youngceas
hollyscooptv
livestolaugh

Topic 1

entertainment
cooki
landizeesgbm
muishie
cookingupastory
muellerdon
marieluv
bnedceo

Topic 2

comedy
adamsuniverse
atomiccombustion

Topic 3

animation
film
supposedcp
phenomenalworld
alamberty
blendfilmsinc
cartoonistmackay
creativefork

Topic 4

wtvhfan
lonovik
elespectadortv
yourtubeadvocate
topnewsmaker
associatedpress
libertaddigitaltv
leafdude

Topic 5

entertainment
jctraduz
xwedotcom
gorecrusher
muishie
thecinemasource
legedevin
kidrainen

Topic 6

animation
film
deadcrabproduction
benwantsakitty
katiecropper
kutsaldost
jemfiner
pedroburana

Topic 7

music
jesustown
deccamusicgroup

Topic 8

music
oxs
davidwongdw
zzzknightzzz
xgotllamayox
carlyjoan
zombiieh
cerken

Topic 9

people
blogs
mrakcm
adventureicefire
sunawatx
qualityinformation
rantingwithb
fendataw

Topic 10

blogs
people
scorptale
brunuie
kochampierogi
cunyirsuat
angelllis
speedyconkiwi

Topic 11

music
theoutsidersluver
pissol
andyismylover
dacuriel
donmichelescippatore
slblack
scorptale
Show all 33 topics

Topic 12

autos
vehicles
auto
vehicle
binkbunny
ayleywn
ncomvideo
benznikki

Topic 13

music

Topic 14

tokyocooney
meridiannation
hatchbackmedia
gimmeabreakman
ratbas
binkbunny

Topic 15

sports
seadick

Topic 16

comedy
petuniahtf
happytreefriendamv
alecsdelarge
iamfromnorway
visiblemode
itsjustsomerandomguy
redslim

Topic 17

music
deldea
ninokawasaki
gomdorii
jedsophie
hattaba
antakyamnet
chiuratto

Topic 18

blogs
people
xgobobeanx
alturronjuego
andrewisamerican
aparoidx
dylanpatton
doggbisket

Topic 19

education
ddeubel
samostorm
lcabou
paradiseisgodsplan
robertobrasillis
ethiopianworld
razaileemo

Topic 20

sports
sport
fcsmnovogireevo
xxalbosxx
slybest
twaishere
hyugaedd
traannjaemm

Topic 21

pets
animals
xgobobeanx
smpfilm
qualityinformation
nightwolvesfor
sealangel
lihanli

Topic 22

sport
tomydevil
baywatche
associatedpress
sports

Topic 23

howto
style
sirhoax
thegtalover
hyperonymbios
harukunye
indymogul
cookingupastory

Topic 24

sports
sport
stalfan
brslb
gkerzi
prowrestlingandyou
tomydevil
nayrsoccer

Topic 25

una
davidoveiu
mypinkyladys
bensonxdream
girlmobile
differentdevil
alecsdelarge
lonovik

Topic 26

technology
science
slappayurface
andersondetecting
tazumagold
lalasufo
scareykatt
magichatdetective

Topic 27

music

Topic 28

style
howto
pamplonota

Topic 29

una
huatao
youngceas
agamagat
kaleerocks
randonzy
mrakcm
overduenude

Topic 30

sports

Topic 31

auto
vehicles
gtrchuck
ncomvideo
vehicle
autos

Topic 32

comedy
fahrez
adamsuniverse
deathkingofsouls
makihome
kobietafilozof
wmatsuoka
ronaldojones

Sampled: text metrics from 50K of 149.9K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080331
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
998,958
Nodes
998,958
Edges
2,057,770 (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, 17.2 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 080331 [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 080331. 2008, doi.org/10.1109/iwqos.2008.32.

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