YouTube Snapshot 080329

A YouTube dataset of 186,484 videos, 2,598,034 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 080329 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 1,212,276 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.2M
Nodes
2.6M
Edges
1.77e-06
Density
3
Components
-0.04966
Assortativity
21.3%
Reciprocity
797K
Bridges
Most central nodes
pxT9h0v8Uxo0.00023
JCbKv9yiLiQ0.00015
2HU_AJbx10Q0.00014
HsQIoPyfQzM0.00014
rCHDJyFzhD80.00014
tSqUcrFJ4980.00013
pV3d1pi91nY0.00013
z468B8vV6XU0.00012
2pNTrYd-4FQ0.00012
SdWJ1vrYOSY0.00011
Content metrics

186,484 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 875.349 ± 216.327
min 0max 1.1K
lengthμ 209.329 ± 940.3
min 0max 360K
viewsμ 50K ± 202.7K
min 0max 11.1M
rateavg 3.95 / 5
0std 1.485
ratingsμ 89.412 ± 393.878
min 0max 29.1K
commentsμ 78.596 ± 422.747
min 0max 63.1K
related countμ 13.932 ± 8.804
min 0max 20
25.2
Flesch–Kincaid grade
US school grade level
24.9
Automated readability index
Frequent terms
entertainmentmusiccomedyblogspeopleanimationfilmsportsnewspoliticshowtostyleautosvehiclesanimalspetseventstraveleducationsciencetechnologyactivismnonprofitsunaexpertvillagetourfactorymachinimaobaidkarkistompdownuniversalmusicgroupubuvcbsfluffeetalksxenutv1alkyhalhousemasterzpaulinhadocinhokeydeathofhell24guerraciviltvgamblerstelevisionmrpregnantfanbasejohnmccaindotcombwaggleburgerstausilidark13citysontousklarrokenhockeyfightsdotcomkaisergx93boogs24dodash8
Topic clusters

Topic 0

entertainment
nightbloom
gladysgiraldis
grsy
fnac
angiepie
wifeh

Topic 1

entertainment
opelvectracdx
overhazard
mualeef
marmarxox
onlinemysteryshopper
miraclemx
joseenriquemf

Topic 2

sports
sport
saneyvion
womensworkoutguide
kenpar
orsonswindle
wetdogma
plumddvp

Topic 3

people
blogs
pbrnow
geneticblend
deansig
angiepie
podenglish
maniatvdotcom

Topic 4

blogs
people
antonyvesdeki
gimmeabreakman
airricksreloade
woutervdzouw
znekile
russiatoday

Topic 5

music
jjdieguez
doublexdosage
taqseem
joeythatsme
ajeania
fatcatrecords
englishnub

Topic 6

politics
news
politicalrealm
beettv
danwei
clbackus
theyoungturk
orlivedotcom

Topic 7

music
tacolak
davistruongmusic

Topic 8

style
howto
pironiro
marketermagic
mydigitalwork
rationalresponse
naxoranatolika
southbeachdietfoods

Topic 9

comedy
skidmarknew
txcany
clarinetface
ukjonasbrothersfan
chosenrichie
barryandstuart
froosh

Topic 10

music
drewweaverand
morrmusic
justthad
noelcrow
bejun
tommmd
elchallenger

Topic 11

autos
vehicles
auto
vehicle
bronxboyzracing
ramillete
onebadsuperbird
nikivee
Show all 59 topics

Topic 12

politics
news
wifeh
suryu
richardfireone
wryteacher

Topic 13

entertainment
chispitasdeamor
sondegaliza
upivideo
levidapyro
cuecreative
geistkaos
gilitouw

Topic 14

blogs
people
burndafat
antipaedo
celibei
kreilkamp
libertarix
bebanger

Topic 15

entertainment
ameerskater
tillsgurl
qbenty
iamautubewatcher
erikstar
mechasoul
draculvanhelsing

Topic 16

science
technology
google
jellybelyboy
richardfireone
pbs
daijiyobu
anonymoussupport

Topic 17

film
animation
angiepie
tapuia
wildlifeartjm
bryanspeaks

Topic 18

activism
nonprofits
igexpandingpanda
ubuv
alkyhal
anonymousconnection
santosworld
desertphile

Topic 19

comedy
brunafll
hoeyhemp
djfloanimation
chosenrichie
dicentertainment
onetimeonlyupload
puebloplug

Topic 20

comedy

Topic 21

events
travel
perfectlittlelife
kristencorpse
bloabloaz
eliseharris
haikucuple
froosh

Topic 22

animation
film

Topic 23

animals
pets
kenpar
doggbisket
iceprincessrowena
elcentaury
kirbysdad
clarinetface

Topic 24

sport
concacaf
sports

Topic 25

givepea
music
nosenayseto
lucioafalomir
estelizondo
carlosnunura
leipare
ajeania

Topic 26

auto
vehicles
kurtlimejello
almendrabar
cheapstreeter
autos

Topic 27

una
candyshopceo
lavdesnuda
supexceilency
cclira
photopervert
gladysgiraldis
chanologyassist

Topic 28

howto
style

Topic 29

education
gurltalkktv
podenglish
commentopener
fpq
englishnub
doggbisket
prexickehdaki

Topic 30

music
borgkaraoke
tacolak
davistruongmusic

Topic 31

education
womensworkoutguide

Topic 32

vehicles
autos
auto
bhmsrocks
andreafbm
sarry
hotpocketsm
qni

Topic 33

film
animation
heroduo
elkaosblack
donkisotcast
culooner
dodgydavec
roflsandsyrup

Topic 34

una
yogikhedi
amazinghumans
taiwanesemobster
stompdown

Topic 35

film
animation
frankfredlego
aegismule
watercooler
animeposer
omfgitsbubba
davidakhoa

Topic 36

sports

Topic 37

comedy

Topic 38

pets
animals
saneyvion
cdmagz
thaifineart
jellybelyboy
kirbysdad
bhmsrocks

Topic 39

music

Topic 40

entertainment
sports
music

Topic 41

music

Topic 42

film
animation
akisnow
fictionclub

Topic 43

dalydalus
entertainment

Topic 44

music

Topic 45

music

Topic 46

sports

Topic 47

hostroute
music
djbungal
una

Topic 48

kennygohweizhi
ivanlahungara
dardartagnan
music
rudska

Topic 49

film
animation
lccity

Topic 50

comedy

Topic 51

xxybnrmlxx
yxxxx
asylumsmash
ytwatchdog
bulleybros
scientologeez
entertainment

Topic 52

event
travel
enroute
events
defendscientology
dinkinflick
wolftirado
thetalesend

Topic 53

news
politics

Topic 54

frangelica
faustantobogtoy
comedy
benloka
jorgenkjono
uhuxou

Topic 55

sports

Topic 56

comedy

Topic 57

film
animation
yuuvilen
rubinkino
pakaylen
eratomo
pookiesamaelric
dublagenskiko

Topic 58

howto
style

Sampled: text metrics from 50K of 186.5K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080329
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
1,212,276
Nodes
1,212,276
Edges
2,598,034 (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, 21.5 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 080329 [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 080329. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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