YouTube Snapshot 080709

A YouTube dataset of 54,906 videos, 683,286 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 080709 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 379,130 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

379.1K
Nodes
683.3K
Edges
4.75e-06
Density
8
Components
-0.0063
Assortativity
14.8%
Reciprocity
272.2K
Bridges
Most central nodes
OtezSfSrnDk0.00026
t-qXym_4y1o0.00026
XtiC1VwaCFU0.00025
O5Z_tg1-qpI0.00025
8uF3lgE-l4s0.00023
9If4G-VJM7o0.00022
h594wZQVq2o0.00022
BBm0yasQxf00.0002
SAUXSrZDK5U0.0002
1XwOHZ8hN6Q0.00019
Content metrics

54,906 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 241.8
min 0max 1.2K
lengthμ 202.104 ± 179.541
min 0max 7.8K
viewsμ 11.4K ± 35.5K
min 0max 1.7M
rateavg 3.76 / 5
0std 1.725
ratingsμ 22.888 ± 72.623
min 0max 3.9K
commentsμ 20.512 ± 79.027
min 0max 5.9K
related countμ 12.445 ± 9.689
min 0max 21
24.3
Flesch–Kincaid grade
US school grade level
25.3
Automated readability index
Frequent terms
entertainmentmusicblogspeoplesportsanimationfilmcomedyautosvehiclesnewspoliticshowtostyleanimalspetseventstraveleducationunasciencetechnologygamingactivismnonprofitsskim626ryosuketheenchantedexpertvillagetwilightfan55774sketchupgo2schooldataixleannexmcdxnardwuarservietteassociatedpressrandomfunvideostheyoungturksgoalhorndudevindiggsdejayfanaticnextgensportsgoalhorns101issuealliancesailortintintwilightisgoodjonnos2nadiv1heartofdraknfpeiraronaringofhonor
Topic clusters

Topic 0

entertainment
icetrick
pleasurebhound
saturnhottie

Topic 1

music
pbs
resto

Topic 2

sports
sport
ringofhonor
fanofthemet
expertvillage
onbosmett
torriesoccerdx
bollyrobics

Topic 3

entertainment
itsmelinaperez
theyoungturk
lololittle
iwasblinde
lunalust
necrovmx
mmevideo

Topic 4

comedy
wwerawishere
thejacenxpress
tribalscorpion
jokerzjinkz
peoplegettingowne
malandallyshow
drinkingwithbob

Topic 5

entertainment
sherrysss
fannyloveshow
datai
xkitxxkatx
craigss
nextgensport
dejayfanatic

Topic 6

blogs
people
presspass
google
sydneycsi
canadapetitions
caremaliza

Topic 7

film
animation
hollywoodclassic
hillkatback
atilthia
rudahn
catgv
houghsvideos

Topic 8

music
thefreakystyler
allanpatton
derealestnigga
thekeyofo
groovysheila
alfredschilcher
ghenisvell

Topic 9

blogs
people
tightchinasuit
blobzorz
jstlover
davidmeshowcover
zarbran
ninazreza

Topic 10

music
foreverazyet
khsksy
thepopbitch
rapidzguy
bikinibottomnat
bestxcool
atlanticrecordsmdw

Topic 11

autos
vehicles
auto
davidsfarm
topspeedcom
avingusa
remingtonarms
sbartien
Show all 31 topics

Topic 12

comedy

Topic 13

animation
film
kleinemondsichel
mcqesqin
warofclaypruitt
xxphoenixpupxx
shpaydi
starzxrising

Topic 14

vehicles
autos
auto
schlauundmeier
iascamexico
motorstelevision
nikipetia
rkofuss

Topic 15

animals
pets
pet
lyraannabethhemp
animal
amperch
virgkw
hrabbit

Topic 16

style
howto
expertvillage
saadcreative
theyoungturk
irishartistpaul
grintoth
erikla

Topic 17

politics
news
theyoungturk
heartofdrakn
jcherniak
ntdtv
themorningshowlive
blueboymedia

Topic 18

sport
gaming
usoccersdotcom

Topic 19

sports

Topic 20

sports

Topic 21

travel
events
recuerdameok
virgkw
nomorewrafiick
mynhlnetwork
yodex
jaywalleye

Topic 22

animals
pets
pet
animal
tribalscorpion

Topic 23

politics
news
cspanjunkiedotorg
evolutionmediatalent
methoderra
andywagoner
backstageonline

Topic 24

technology
science
google
tinajeranp
thekoopake
jhlkjhlkhlk
dynmicpara
douglasnixon

Topic 25

auto
vehicles
vehicle
nonsolonoia
ziploard
germancarscenecom
peoplegettingowne

Topic 26

people
blogs
rkofuss
margajebat
caremaliza
hitsupod
hyexperience
islykewoah

Topic 27

style
howto
google

Topic 28

saturnhottie
caremaliza
ringofhonor
bublixxx
dipherentangle
sapphyresage
kikiwacha
magikknight

Topic 29

education
etvplus
ledpenny
lkillanimal
williamkisse
lauracrist
otiaz
iceflowstudios

Topic 30

gaming
npeaen
tinajeranp
epicphailsh
streamlinevision
canoshiz
privecha
tahmer

Sampled: text metrics from 50K of 54.9K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080709
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
379,130
Nodes
379,130
Edges
683,284 (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, 8.2 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 080709 [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 080709. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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