YouTube Snapshot 080530

A YouTube dataset of 71,619 videos, 878,376 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 080530 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 491,546 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

491.5K
Nodes
878.4K
Edges
3.64e-06
Density
4
Components
0.00856
Assortativity
14.8%
Reciprocity
354K
Bridges
Most central nodes
pDOz2QaGhqg0.00048
W_dcnS-KZpE0.00026
o0saf8D5p3U0.00021
frrTh1cwO-k0.00019
hSJ7nXp6BnQ0.00019
nxpblnsJEWM0.00017
CSaVMX30IOA0.00016
jSfH2-MXd3Q0.00015
_Nsys22Kd2k0.00014
CvmZA1pd3ww0.00014
Content metrics

71,619 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 932.493 ± 212.47
min 0max 1.2K
lengthμ 195.51 ± 173.084
min 0max 12.9K
viewsμ 16.1K ± 65K
min 2max 7.9M
rateavg 3.81 / 5
0std 1.665
ratingsμ 30.056 ± 125.357
min 0max 15.1K
commentsμ 24.385 ± 105.275
min 0max 13.9K
related countμ 12.265 ± 9.684
min 0max 22
22.4
Flesch–Kincaid grade
US school grade level
24.8
Automated readability index
Frequent terms
musicentertainmentanimationfilmsportscomedyblogspeoplenewspoliticseventstravelanimalspetsautosvehicleshowtostyleeducationsciencetechnologyunaexpertvillageactivismnonprofitsgtamissionsbestiacaneredsunofrussiavodeotvnewbabytvpetbooktruecryptdisneymusic07therealfatsquatchmediotiempobobcnnsmpfilmswillzyyybenb2k5seleucidberenicealexlmlo1guito73aimstilstandingvadnautelesmuntogtahelperziinaa3nunzio4occhibultoroianuastella
Topic clusters

Topic 0

entertainment
loart
shiningowl

Topic 1

comedy
bridezillas
ronfreedom
erpcko
moookaaa
stellahorse
piratucciola
irritatedgamer

Topic 2

entertainment
sodontcare
busmonn
mkgrind
whiskeyshotts
clopier
kristinaluvszacefron
circlessss

Topic 3

music
tempsdavance

Topic 4

bestiacane
euxtv
vodeotv
omeryahia
liliumjoker
bourgmestre
angiuledda
associatedpress

Topic 5

entertainment
loveinnewport
redpicture
aznjunxtown
xki
plantareborn
gtamissions
mvelli

Topic 6

travel
events
vagueshot
meritike
cofradedemalaga
yankschamp
anothermikemiranda
ywamperth

Topic 7

vehicles
autos
auto
redsunofrussia
robbanmasai
jonekjk
music
jocumgoiania

Topic 8

blogs
people
meritike
goabroad
lexaandhergeetar
humanityandhistory
seesawlerner

Topic 9

sports
westaday
kateolson

Topic 10

music
xki
halocure
aziateck
katallukill
baghdode
catincpm
deptraiva

Topic 11

blogs
people
thsautark
ywamicn
theramintrees
aldawoudi
castaa
ywamthailand
Show all 30 topics

Topic 12

animals
pets
pet
muttluver
playandwatch
ladyshadowhawk
kemalinkangallari
irenascott

Topic 13

animation
film
circuitpity
renoseno
jinozix
mintaizawabird
senianimeworld
nycolastar

Topic 14

pets
animals
animal
pet
speralyoness
casualafrica
thesecondl
suedixson

Topic 15

style
howto
expertvillage
plantareborn
obaidkarki
jlhnomaikeru
monkdawallydahonk
faeden

Topic 16

sports
sport
woodddddddyarevenge
eriknba
sportingincidentz
freyajah
chonkouren
alanchrishughe

Topic 17

film
animation
xofhope
supersmashbrosbrawi
paponexpo
wildcatmewmew
liutexxx
inkandgin

Topic 18

comedy

Topic 19

music
dasde
avdusamed
slaytounge
blutbrot
janpb
doctorcatsburger
seesawlerner

Topic 20

people
blogs
brettlyda
goabroad
florawinxspie
halhashimy
huludotcom
sharonrocker

Topic 21

music
veronikkaa
ravinamz
adeliva
sinamaraike
bratske
afgehsanjanegol
aripasax

Topic 22

education
humanityandhistory
hahausingtheinternet
freevideoclips
blackicemagazine
borkabonum
mikeschneider
mrmutooni

Topic 23

sports
sport
herbzqy
sportuk
vodeotv
duzaster
futbolargentino
drwhoelse

Topic 24

sport
turkishgoal
sports

Topic 25

music

Topic 26

comedy

Topic 27

technology
science
mainemorgellon
ianuastella
iancrossland
plantareborn
shanieaibo
utubegoldmine

Topic 28

animation
film
seleucidberenice
reincarnationemily
adgspain
carnivorekingdom
turevenad
elevadon

Topic 29

una
daddyballbelly
bigdudedontcry
muscleboundhomo
novonva
paolocapitani
littlekathyfeye
thegaymrpregnant

Sampled: text metrics from 50K of 71.6K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080530
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
491,546
Nodes
491,546
Edges
878,374 (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, 7.7 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 080530 [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 080530. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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