YouTube Snapshot 0502

A YouTube dataset of 39,147 videos, 762,840 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 0502 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

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 430,574 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

430.6K
Nodes
762.8K
Edges
4.11e-06
Density
7
Components
0.01181
Assortativity
11.5%
Reciprocity
310.8K
Bridges
Most central nodes
cQ25-glGRzI0.00048
JJq51JQ5pi00.00025
3vGlshcQehs0.0002
_O_5ef49N5I0.00019
cjviiy5RcqE0.00018
x5aBEUDU_hw0.00017
0fp5z3gf2e00.00017
ApEJwVB_SfM0.00017
VyKNTP1QbX40.00017
hkVioMTgJxQ0.00016
Content metrics

39,147 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 669.863 ± 130.316
min 0max 806
lengthμ 209.649 ± 2.7K
min 0max 537.1K
viewsμ 5K ± 18.3K
min 0max 692.6K
rateavg 3.36 / 5
0std 1.965
ratingsμ 13.766 ± 46.729
min 0max 2.3K
commentsμ 8.997 ± 35.85
min 0max 2.9K
related countμ 19.487 ± 2.84
min 0max 20
Frequent terms
musicentertainmentcomedysportsblogspeopleanimationfilmgadgetsgamesnewspoliticsplacestravelanimalspetsautosvehiclesdiyhowtounazeloisetahoma83reddevildazzyrick92alcevizkabuguglowgirlsgraciederfzaza815nickschmidtpetitpapierjarod39diandian19haber3comsyazatulaiensyahj5cougargeorgeisbulletproofuctelbiromurnhlvideozak989choclo520paladen61ayanmitiringymnastics2006mr7msnewarulesmanisak6161ucuqarsenalfc123cbs
Topic clusters

Topic 0

entertainment
idollogy
infelt
diethealth
thickeness
iinish
simplyinfatuate

Topic 1

comedy

Topic 2

entertainment
fragbitecom
itsmyskittle
upivideo
anpapag
wwcherandmeatloafcom
mizzchristyhemme
patssle

Topic 3

music
geckoddity
bilalinio
dostind
saadstudios
soffitsch
pollyscake
treasuredmviolation

Topic 4

film
animation
erickaholui
aerochampion
ceegeeproduction
benaynay
jamesthespud
djsoundghost

Topic 5

games
gadgets
lethras
geogames
cdnisschool
entoxica
infelt
airrizzon

Topic 6

comedy
anyeforti
deowithit
frakassspartiate
uchupp
antegotovinaheroj
gvien
andyee

Topic 7

blogs
people
sculldawg
dontbetrippin
hotelangel
ralemabumbu
theredsquad
togetherforpeace

Topic 8

politics
news
saibaningyo
mrbonquista
nickschmidt
pbs
pastanik
samiaksoy

Topic 9

people
blogs
diethealth
pbs
laworderfan
foxnewsfans
coheedcollapse
nadidamour

Topic 10

animation
film
molox
jmariamellina
elicioleal
ibbsc
hateisinme
crm

Topic 11

music
hdhdhdhdhdhdhd
normbates
volvoxburger
zangtron
cosmickflower
adridrien
butterflyxxkissesxx
Show all 32 topics

Topic 12

jillybaldo
irarona
beefboulderco
cyberdreammale
superbikeschool
doncarrera
casperjello
music

Topic 13

sports
nba
thebailey

Topic 14

entertainment
redzonic
sbobo
quentria
peterkickit
stentionhouse
sleevezip
itsmyskittle

Topic 15

travel
places
worldrace
galedchill
hbvideos
mainbube
tourvision
perilisk

Topic 16

animals
pets
pet
animal
satumus
prowinda
citispade
catmofo

Topic 17

animals
pets
pet
cubeiscool
whitneykayhurt
jembutgoreng
catmofo
citispade

Topic 18

news
politics
pldb
alertgoo
ipjustice

Topic 19

music

Topic 20

gadgets
games
saikyomog
zirtoc
somethingwasinthesky
raitosanruku
blooliguard
pendayou

Topic 21

howto
diy
tobiewk
infelt
professirx
kozeloud
grandag
jaredude

Topic 22

comedy
vkrippen
baronseb
allllex
zillahdiamond
whoajamin
jlinthetl
sprofa

Topic 23

sports
sport
jazzdjwu
truthslayer
nba
uve
crustymcscumdirt
elicoleman

Topic 24

una
acehawke
joeavella
cerim
willianned
selasia
cubeiscool
lantejoulaspower

Topic 25

music

Topic 26

blogs
people
cappnonymous
cosargozukirmizi
podycheck
entyalways
delaypat
mdoeff

Topic 27

sports
sport
kevthekopite
littbarsky
curtflirt
goltsolineu
dizzauk
darzip

Topic 28

music

Topic 29

avebury
music
bunnielebowski

Topic 30

sport
uve
sports

Topic 31

howto
diy
scirrone
darvian
yogameditation
thedaviddao

Computed over the full corpus.

Record

Catalog key
youtube-sfu-0502
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
430,574
Nodes
430,574
Edges
762,840 (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, 10.5 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 0502 [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 0502. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →