YouTube Snapshot 080506

A YouTube dataset of 99,064 videos, 1,275,576 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 080506 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 680,002 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

680K
Nodes
1.3M
Edges
2.76e-06
Density
3
Components
-0.01882
Assortativity
16.2%
Reciprocity
479.3K
Bridges
Most central nodes
DC9w4KWEgJE0.00021
9g592I-p-dc0.00018
DAFkkPKgpJI0.00015
1tWP6aYwi5M0.00015
m3gMgK7h-BA0.00014
E1fOa5ufPmc0.00014
wCF3ywukQYA0.00014
nngquYgFh5M0.00014
11iCmzGnOI80.00013
DggRRCqEiKw0.00013
Content metrics

99,064 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 897.114 ± 213.725
min 0max 1.2K
lengthμ 203.608 ± 200.766
min 0max 9.9K
viewsμ 20.3K ± 72.7K
min 0max 4.4M
rateavg 3.92 / 5
0std 1.585
ratingsμ 34.547 ± 141.601
min 0max 13.2K
commentsμ 29.441 ± 123.391
min 0max 11.2K
related countμ 12.876 ± 9.309
min 0max 21
24.4
Flesch–Kincaid grade
US school grade level
25.0
Automated readability index
Frequent terms
musicentertainmentcomedyblogspeopleanimationfilmsportsnewspoliticsanimalspetseventstravelhowtostyleautosvehiclesunaeducationsciencetechnologyididjaustraliaactivismnonprofitsexpertvillagesailajabvrmidoloshomeimproperusernameboh3m3bloodwolf1212ididjukrobindeorgelmanahhh123the8balllshabazzjohnmcnairxotopia2frankandnicolesaurtwilightzoneanaheimpokhara2005wastecnxsideloadera55b47fueltvoapplasticfanpipertrinidesibdarius213sjhodges825snubbyjshorthope
Topic clusters

Topic 0

music
shorthope
dentonusa

Topic 1

entertainment
younglife

Topic 2

comedy
freezinbeggar
africanoboishow
fueltvoap
samnickel
battim
josealessandro
superfranthemanscwe

Topic 3

entertainment
holdxtotrick
magicxjellybean
eccentricfeline
rijno
sonomamario
sephxclad
werkiozz

Topic 4

sport
sports
waaaaaas
fueltvoap
expertvillage
campussqueeze
nba
stephiebizz

Topic 5

music
greyantelope
nzozappendix
maniemjr
kbonami
sweetsurj
inflatableminute
vacantalleyway

Topic 6

animation
film
shinobims
alexgatica
iactaalea
sheikrim
yoknapatofa
phuintersystem

Topic 7

people
blogs
youtube
doclipdotcom
lostarchive
communitychannel
operationblessing
thoughtengine

Topic 8

animation
film
christinerobson
prettylennah
sonicrida
brelocat
bedirty
madeo

Topic 9

blogs
people
uberdouchebagery
geraxerahera
hilandhaylsfan
digitilsoul
africanoboishow
thesparklingdiamond

Topic 10

comedy
dentonusa

Topic 11

entertainment
aggusbrizio
jonvitomod
saur
formertofu
cutejoshie
davidisbetterthenyou
werkiozz
Show all 25 topics

Topic 12

travel
events
event
swampfoxer
theballoonproject
gooday
ouledali
travelandtransition

Topic 13

vehicles
autos
auto
roberthimler
wastecnxsideloader
galeraloka
penedegoma
jmachowsky

Topic 14

animals
pets
frankandnicole
pet
zslvideo
jessicapotenza
miffthefox
gaibzmom

Topic 15

sports
nba
bclub
sport

Topic 16

style
howto
myducksvision
moneyandfreestuff
hspinch
raphig
iluvphone
paranoidmystic

Topic 17

politics
news
wearechange
aljazeeraenglish
lshabazz
charlierose
ernielunati
scyrone

Topic 18

music
hervenciasteam
marcielsanto
andressasousa
chemotto
miguelangelalarcon
demilovatofansite
victornando

Topic 19

music
bobnield
amarteesunplacer
flohill
ednerd
emmynemm
onwiththemission
robindeorgelman

Topic 20

education
theduderinok
noskraelings
thermionicemission
thesocialengineer
franklinmcmahon
fangirlfromhell
thesethebeast

Topic 21

blogs
people
jenwhathaveyoudone
savrasbane
fpgentertainment
devimandir
joaquininossa
emilymortimer

Topic 22

politics
news
eightfold
johndownunder
negativecreap
operationblessing
tacomanewstribune
lambdafox

Topic 23

technology
science
skullballcorp
compitasaunsistem
soh
thesethebeast
irrelevantalex
tutorialegion

Topic 24

una
sfarmory
nikomichi
umutbagcilar
sunilmanama
angeljosex
jeraldhayne
marissaduh

Sampled: text metrics from 50K of 99.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080506
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
680,002
Nodes
680,002
Edges
1,275,576 (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, 11.0 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 080506 [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 080506. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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