YouTube Snapshot 080611

A YouTube dataset of 70,150 videos, 865,359 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 080611 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 492,413 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

492.4K
Nodes
865.3K
Edges
3.57e-06
Density
2
Components
0.0068
Assortativity
14.1%
Reciprocity
360K
Bridges
Most central nodes
mh-60g36nnQ0.00031
MTg_tN4pscQ0.00024
gdPPhLDK4G80.00023
bCZk1e9hf1s0.00019
O42EDNH6qHU0.00017
yya3QAqO1zw0.00017
e1toJy2vPho0.00017
Zt5fMF3DkdY0.00016
EAErU28UTmc0.00015
0KaLWKY4VO40.00015
Content metrics

70,150 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 964.73 ± 217.873
min 0max 1.2K
lengthμ 214.643 ± 187.537
min 0max 7.3K
viewsμ 14.1K ± 49.1K
min 0max 2.9M
rateavg 3.87 / 5
0std 1.645
ratingsμ 29.922 ± 173.885
min 0max 33.9K
commentsμ 25.231 ± 106.75
min 0max 10.6K
related countμ 12.336 ± 9.676
min 0max 22
25.4
Flesch–Kincaid grade
US school grade level
25.1
Automated readability index
Frequent terms
entertainmentmusiccomedysportsblogspeopleanimationfilmnewspoliticsautosvehicleshowtostylesciencetechnologyeventstravelpetsanimalseducationunaactivismnonprofitsmuch0anime02italodiscogodgab1279cjwentertainmentopocsinmuch0anime03lookinsumgashxx2ooxxpkmnbloggervideobuffkyrahaverkampnlmusicrandomsvmkrocks3micke170990zombiezookeeperbabytrisha13atlantaschroniclesladnopivcesemelicorfusymbelmynlel0uch18experienciatotal1eurodanceaudioanimerika15wolflover007killtrus
Topic clusters

Topic 0

entertainment
shadro

Topic 1

entertainment
singindancinfool
itn
dmanbiker
nicoyasalsero
locosporelpodcast
viknruss
stentionhaus

Topic 2

sports
sport
xrufiax
carterqin
croatiangnr
shadowgodny
atlantaschronicles
angedelile

Topic 3

comedy

Topic 4

blogs
people
andrzejmanka
miticoboemo
homelesspirate
thearchfiend
afsvilela
mpellar

Topic 5

film
animation
ecchichannel
boomtownmedia
bornegio
criticmonkey
nittleone
penguinishy

Topic 6

entertainment
vmkbestlester
blackpress
vmktropics
mbmlive
zonexentertainment
tmpoderenergia
itn

Topic 7

music
nurue

Topic 8

people
blogs
hardmedhat
medevilglitch

Topic 9

technology
science
zanesavage
randallmrueff
gearlive
stuffmagazine
easitz
cellphonereview

Topic 10

animation
film
abernichtheute
semelicorfu
rougexxshadow
wingedwolfwarrior
wowczaro
barbedwirebabe

Topic 11

news
politics
theyoungturk
rtvutrecht
upivideo
patriotledger
transalt
journeymanpicture
Show all 30 topics

Topic 12

music
allrightchillout
kispiosme
thepengman
imthatguydude
shestillgotswag
marciliogarcetti
thehauntedofficial

Topic 13

music
tabljet
colonelhall
cloppj
carlosbernardo
cherkassky
jfahr
jbfanorg

Topic 14

sports
carterqin

Topic 15

una
toyoprocess
velhetica
memoryanddream
lensei
ilikmiself
praguevlogg
bobbibillard

Topic 16

autos
vehicles
auto
vehicle
motorcities
hitechmuffler
whitechameleon
maximmaximmaxim

Topic 17

politics
news
associatedpress
oldcm
budgetmoon
alanheath
hardmedhat
gentilesunite

Topic 18

animals
pets
coleeonutube
machogrape
zarbod
hiiiimkeviin
ockteby
crazyrodeogirl

Topic 19

style
howto
imootube
wsjdigitalnetwork
postitnote
blinkazoid
cellphonereview
bluepaintedchair

Topic 20

education
gothgod
snuggster
bocabeth
signwarehouse
flemproductions
mileycarlos
cusideabelincoln

Topic 21

people
blogs
jteamtv
johnsonirvine
furnifur
deptimage
jssnow
monolmaster

Topic 22

comedy
danegerzone
ninjaadventure
crashisgeek
dya
dubbeh
fwecf
cyburbratt

Topic 23

comedy
blueridgestudios
peppermintpepperoni
chienger
allyandmaddi
brenorg
mileycarlos
yesiill

Topic 24

music

Topic 25

xwmaury
music
asassycat
pacobklyndj
elitetune
muziksupremacydotcom
xexoxex
getjefffryed

Topic 26

vehicles
autos
auto
wokutuner
zapmultimidia
juancjara
twixtdesign
alexcimpo

Topic 27

sport
sports

Topic 28

auto
vehicles
vehicle
yellowodeontv
autos

Topic 29

style
howto
iandixon
suspecta

Sampled: text metrics from 50K of 70.2K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080611
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
492,413
Nodes
492,413
Edges
865,347 (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, 9.9 MB across 2 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 080611 [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 080611. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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