YouTube Snapshot 0403

A YouTube dataset of 101,346 videos, 1,938,311 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 0403 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 883,395 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

883.4K
Nodes
1.9M
Edges
2.48e-06
Density
5
Components
0.02485
Assortativity
12.7%
Reciprocity
586.8K
Bridges
Most central nodes
R-8DnUw97WM0.00029
4itvyMRs9cM0.00029
BS3tdgmz-dE0.00028
8uvFnmpuMqo0.00026
dA5bf5jG2co0.00025
YAinDcimloE0.00024
_KOqqWJa2180.00022
KJRFTJjKHis0.00022
X8AKaDGYlkU0.00021
ptXqQHGOZk40.00021
Content metrics

101,346 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 640.34 ± 123.637
min 0max 777
lengthμ 240.579 ± 7.2K
min 0max 2.2M
viewsμ 4.8K ± 24.9K
min 0max 2.8M
rateavg 3.37 / 5
0std 1.975
ratingsμ 14.543 ± 127.506
min 0max 34.4K
commentsμ 8.677 ± 39.079
min 0max 3.9K
related countμ 19.126 ± 3.772
min 0max 20
Frequent terms
musicentertainmentcomedyblogspeoplegadgetsgamessportsanimationfilmnewspoliticsautosvehiclesdiyhowtoplacestravelanimalspetsunauniversalmusicgrouppesreplaysisaetboblevesezfanaticabouttvshadowkirby2007dieunhacspartacus777bliemelddrake99pinkchaeyoungyandaramakeyowifebeater232xionxemuxeno15wwwvinnytrancomcbsmatmorgaminsquare91backpackermagazinesonybmgxarbonapocalosodaa1plutopakodeportes1haidangkhonthai612gbusfrmiciahretardocbsncaatourney
Topic clusters

Topic 0

entertainment
dellidellmeier
thetinmanhasit
bbbrazilll
apengge
badbadjimmi
beachpartyboi
mellymrod

Topic 1

entertainment

Topic 2

games
gadgets
mooncowslow
tigerlure
adriaangtap
shingin
gadget
clutchem

Topic 3

sports
sport
migefilm
isaetbob
motopimpmark
sapinbmx
beefboulderco
jebaiselescopyright

Topic 4

music
jjuup
maandruppel
odtuktmt
mbdwy
sisjewell
elbeam
xxhellslayerxx

Topic 5

animation
film
bbbrazilll
dadhiltonmp
dianaxuehua
redrisker
minidaniel
geusie

Topic 6

blogs
people
teddibearsangel
dozzer
paperlilies
markress
daxflame
miscellaneousp

Topic 7

politics
news
consumatron
bubbah
dejadela
thepatriotsmaxim
oscarespiri
xxhellslayerxx

Topic 8

blogs
people
thelastrecordstore
strapsandstar
momomatic
topherrrr
dissyone
sagesaria

Topic 9

film
animation
rupeniqase
tigerlure
ryavids
cappucinoblast
mindprobeone
lalahsghost

Topic 10

music
agreggofsociety
spunkygrrl
emicad
isntitironictotp
notfromtoronto
lamercerie
switipearl

Topic 11

comedy
ctrendy
ndpeter
itschriscrocker
lawrenceelbert
mdyorston
theperrett
noronorofoxy
Show all 38 topics

Topic 12

entertainment
txcany
mdbtv
ericamel
xraiden
noellei
kidxav
boukenecchizen

Topic 13

news
politics
sothisiswashington
thebluestatedotcom
isaracom
kievian
neatzie
natetruth

Topic 14

games
gadgets
knuxman
gadget
chocosora
derschmu
badkenbad
charlester

Topic 15

travel
places
place
yipwh
wwwvinnytrancom
crackkrishna
momomatic
cludeng

Topic 16

music
erikalright

Topic 17

comedy
fuckbrother
socomskater
getbeat
elblogeopuntocom
lactoseme
msjvariety
jeepersmedia

Topic 18

comedy

Topic 19

autos
vehicles
auto
ubugarrity
xamtex
hondasforlunch
suzukisean
bhtooefr

Topic 20

lpkornstar
music
disnaypirata
vaimusic
pekasuzz
snootchz
dieunhac
dracomaleficium

Topic 21

blogs
people
elcoquinho
chrishobeck
consumatron
tjoppy
vmanvand
bernear

Topic 22

howto
diy
telomoto
bawarch
markress
dizitube

Topic 23

diy
howto
johnaaron
sowhatnc
theoneagain
belairhotrod
imprezarsc
freetaught

Topic 24

comedy

Topic 25

sports

Topic 26

comedy
rolingoron
mosespreciado
ilstylell
freeguerrillaradio
azumichi
thewinekone
candogancan

Topic 27

music

Topic 28

music

Topic 29

sports

Topic 30

sport
sports

Topic 31

auto
vehicles
vehicle
govideotalk
paarman
godfall
medialink
autos

Topic 32

vehicles
autos
auto
ychyilim
mrdrumpy
randumbjackson
bhtooefr
alevcican

Topic 33

music
therealheat
thunderinyourheart

Topic 34

una
gbusfr
piratephil
brownppp
admiralviscen
changedachannel
chrisfnjustice
agentxpq

Topic 35

animals
pets
pet
hulabunee

Topic 36

una
kemalgayturk
hotshotman
duncandamone
wilferrell
dejadela

Topic 37

pets
animals
arcturistheballer
animal
pet
theminhb
klingonmastr
sapinbmx

Sampled: text metrics from 50K of 101.3K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0403
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
883,395
Nodes
883,395
Edges
1,938,311 (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, 14.1 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 0403 [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 0403. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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