YouTube Snapshot 080717

A YouTube dataset of 48,842 videos, 570,756 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 080717 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 332,797 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

332.8K
Nodes
570.8K
Edges
5.15e-06
Density
4
Components
0.00833
Assortativity
12.7%
Reciprocity
244.2K
Bridges
Most central nodes
HrLJ6Saq7u40.00024
KyI7R1M2lt40.00024
l--UJwBFCV00.00023
IgFwiCApH7E0.00022
DNdHkkaBves0.00022
Sal-bp_ciC40.0002
VajEefVyFu40.0002
JKwoJTVz3rc0.00019
UP26cYNMSZ40.00019
7O-ehPDY2Ek0.00019
Content metrics

48,842 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 222.5
min 0max 1.2K
lengthμ 370.86 ± 31.9K
min 0max 7M
viewsμ 10.5K ± 48.9K
min 0max 7.3M
rateavg 3.95 / 5
0std 1.625
ratingsμ 24.761 ± 101.523
min 0max 11.3K
commentsμ 20.84 ± 81.464
min 0max 6.9K
related countμ 11.686 ± 9.849
min 0max 21
24.2
Flesch–Kincaid grade
US school grade level
25.0
Automated readability index
Frequent terms
musicentertainmentanimationfilmblogspeoplecomedysportsnewspoliticsanimalspetshowtostyleeventstravelautosvehiclesgamingsciencetechnologyeducationflashmegamovieactivismnonprofitsunathaionair2007flashmegamovie2thanong77trulylovablesxthunderdragonxchermdgrattanakornsmithdangermissypatelknotslandingfaneldinbubbleusobayareaonisionjjmctv2expertvillagehlradhashbean420phophmonsaturnplanetovertouchsaythavyscotsprainvanzekin18bigmanio
Topic clusters

Topic 0

entertainment
astronomiedomine
juneseventeen
pottv

Topic 1

film
animation
toolouis
alycchan
irulethevidworld
electropueppi
lyricsmusicvideo
songmage

Topic 2

entertainment
therealomeedbehnam
lecto
cabetocali
emacke
hopeofthefuture
chipmonkmusik
onision

Topic 3

entertainment
smithdanger
juneseventeen
masketrio
machinima
lisaniedermeyer
simplyshelbysjl
shakespeareandmore

Topic 4

music
metamusik
frynsesmadrer
alienjagg
cloudedsky
emokilleralltime
cavagghiessiri
babefroman

Topic 5

comedy

Topic 6

animation
film
animedragonz
xxsongxofxmemoryxx
catsinjapangonya
xxxemoboykillsxxx
katashaxx
tudragonb

Topic 7

people
blogs
submitmetodiggdotcom
megancool
lifestoshorttocare
hrcmedia
clockworkapol
directore

Topic 8

animals
pets
pet
animal
successfulness
prepoceros

Topic 9

blogs
people
gunnarolla
asskickulater
bahaiviews
marquisdejolie
noholzba
pochopsticks

Topic 10

animals
pets
pet
animal
bikonja
vietdollie
sumoballerina
hookstreetgirl

Topic 11

sports
sport
chermdg
jozaqt
hellodaly
ultraehsan
syvapurppura
zopibeisbol
Show all 39 topics

Topic 12

autos
vehicles
auto
vehicle
paulbagmc
hitekhotrod
nagromnitsud
luishurst

Topic 13

news
politics
associatedpress
andersoniaprof
wbal
nightfallproject

Topic 14

music
samanthahamabc

Topic 15

travel
events
thecybertaz
travelvideo
snoopdob
animetoye
joonaskanter
divegirlusa

Topic 16

howto
style
furrtek
proficientech
adameld
marcuscelello
ofuel
avacosmonaut

Topic 17

film
animation
nchproductions
vombear
amishqueen
dunkelfier
apanolle
bigbrothertvinthepar

Topic 18

music

Topic 19

music
versaillesmusic
fukaka
sanushito
rajshri
morangotenjou
hermesmata
diemstaa

Topic 20

education
qiancangming
grayhackerzteam
raystormx
geraldrmcc
classifiedinfo
killersperm
spacecenterhouston

Topic 21

toonrunedudehobby
skiifaster
sausagenmuff
joonaskanter
geraldrmcc
shinymedia
libertycitystorie
davidsfarm

Topic 22

erphilfarry
music
wisegeorge
tbonemcgillicutty
jordondevon
beeneeb
soundare
immortaltragedies

Topic 23

music
hearkenstwing

Topic 24

sports
ultraehsan

Topic 25

blogs
people
dattatreyasivababa
didiercharle
csartelevision
fastgre
monicavm
jduhard

Topic 26

music

Topic 27

smokemeweed
nightfallproject
usoldoutcanadian
hrcmedia
nessalu
clockworkapol
frankodeano
exiaox

Topic 28

gaming
game
teamjarbo
mynamedamario
uberhaxornova
bhpmkiicustom
unlimiteddownload
therajmanhd

Topic 29

comedy
cocowum
forcereaper
rollscourt
muthafudgical
wearesheepfilm
kuenstlerstammtisch
kevinmule

Topic 30

politics
news
shanklinmike
aljazeeraenglish
phophmon
gscottmagnus
ductapepenguin
earthjustice

Topic 31

vehicles
autos
auto
jacklinofx
davidsfarm
tkyosam
vehicle
djfunkmasterflex

Topic 32

comedy
wvjimbo
sunburstx
aphisnano
kickassiver
kevinmule
uchiwax
monkeyboxcomedy

Topic 33

news
politics
phophmon
guownming
bahaiviews
dbickfordalanz
duowei
dumbingst

Topic 34

auto
vehicles
vehicle
dadidiftw

Topic 35

style
howto
expertvillage
shinymedia

Topic 36

xthunderdragonx
animation
film

Topic 37

music
emokilleralltime

Topic 38

gaming
gamingcubed
theyooooth
dadidiftw
woweugirl
entertainment

Computed over the full corpus.

Record

Catalog key
youtube-sfu-080717
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
332,797
Nodes
332,797
Edges
570,755 (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, 5.2 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 080717 [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 080717. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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