YouTube Snapshot 0316

A YouTube dataset of 42,503 videos, 785,781 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 0316 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 graph#Video metadata

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 392,429 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

392.4K
Nodes
785.8K
Edges
5.10e-06
Density
13
Components
0.03356
Assortativity
11.9%
Reciprocity
275.6K
Bridges
Most central nodes
1SpanbKnMFI0.0003
tg92SzhpXjQ0.00029
OU0_fDRLjKs0.00028
PP2JZGTPbKM0.00028
2AtDZPZ831M0.00027
vaHefRhoHDA0.00027
36tfmRzQ_gc0.00027
KJKfHdcsums0.00025
lvoX1AqrELU0.00025
JbCvTD5szUg0.00025
Content metrics

42,503 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 621.823 ± 120.426
min 0max 759
lengthμ 205.297 ± 489.627
min 0max 92K
viewsμ 5.4K ± 24.5K
min 0max 2.8M
rateavg 3.40 / 5
0std 1.955
ratingsμ 15.332 ± 86.757
min 0max 11.9K
commentsμ 8.658 ± 56.151
min 0max 8.4K
related countμ 18.488 ± 4.848
min 0max 20
Frequent terms
musicentertainmentcomedysportsblogspeopleanimationfilmgadgetsgamesnewspoliticsanimalspetsplacestraveldiyhowtoautosvehiclesunafrentiquewuxiandistnawrestlingmcflyxceniferabamudhooksxmoon75irishdaraghpencilnevjklproductionkokdamonneslibekpandorajammichaelchessmanshinymediaaussiebeachutwarnerbrosrecordscbsncaatourneydalrockrdviolinpianoaquariusleedizilerrtrj22487elifcemintltdzodonthegreat8tvrocksaustvinsiderexclusive
Topic clusters

Topic 0

music

Topic 1

entertainment
fongle
mrsdata

Topic 2

comedy
black

Topic 3

sports
nba
sport

Topic 4

gadgets
games
goldengames
acely
gadget
getoffmyface
linkinito
pifflemaster

Topic 5

music
jqnsabina
lastgangrecord
jwhtheman
livebritney
wotomenoko
thecountrygravy
alsween

Topic 6

animation
film
dastraydragon
dizzimisslizzi
ekumenika
xhproductionsx
likhasf
setsukesamaii

Topic 7

film
animation
egoh
dreamnin
spiritkitten
imward
jenoryder
redmooncomic

Topic 8

blogs
people
ojsimpsondidit
echidnamon
theboringdispatcher
insiderexclusive
victortaubate
slikpartna

Topic 9

blogs
people
watchman
safetysah
lpatriciopc
noticiasdot
nodabas
cutretv

Topic 10

travel
places
brounoh
bernietremblay
place
productionmark
fadarawar
ctreadwe

Topic 11

entertainment
malushe
sonofaazzho
mrgentleminh
partyguide
boyshaker
cckpng
anaclararbd
Show all 30 topics

Topic 12

comedy
moreentertainmenttm
profdrsizzle
prokuror
callmeweirdo
aivan
awbrayy
alehery

Topic 13

sports
sport
kaseballke
snopek
pvgomez
kaseballking
johannesleung
jiujitsutenerife

Topic 14

vehicles
autos
auto
vehicle
rolfiew
fredpuntcom
watchman
csimcleod

Topic 15

news
politics
revolutionaryson
onthenycircuit
isax
grindylum
magicalflower
cjnr

Topic 16

politics
news
ojsimpsondidit
getoffmyface
terihatcherfan
thefriendlygeek
insiderexclusive
catslovemilk

Topic 17

pets
animals
merlemagic
janktp
ooiimm
surolan
nodabas
animal

Topic 18

music
chapatsugeisha
locopelli
repolla
eldurazno
esquinasrota
latorche
jpteru

Topic 19

gadgets
games
ypkrule
heysuburbia
goldengames
properrocker
buneyavhemserim
iohmax

Topic 20

diy
howto
shinymedia
skinnyfatguy
kristenlube
productionmark
pets
animals

Topic 21

comedy
ellehq
bloomier
bgw
comedyandicecream
dehax
aivan
xwolfchaosx

Topic 22

sport
letisa
sports

Topic 23

una
ftoula
elifce
tnawrestle
abstheuploader
fartlighter
janktp
hobsdv

Topic 24

blogs
people
hyperbutblesse
arsonheart
dersonnenschein
fordmodel
iamasar
probber

Topic 25

music
pieldeangel
skzyp
amdelvaz
bextal
ohannesburg
prickford
eurovisionandmore

Topic 26

animals
pets
pet
surolan
luckystarpuppie
gothictier
brvfox
merlemagic

Topic 27

entertainment
julipingsdorf
snajperek
amerisol
goofblikscha
emanuelsv
chaybay
arusscaldo

Topic 28

entertainment
toongod
iaipresentation
turkmatrix
goodstory
infernaltim
golgartaner
ctreadwe

Topic 29

sports
sport
cuddo
dailybongo
lbwei
bernietremblay
csimcleod
byrniemac

Computed over the full corpus.

Record

Catalog key
youtube-sfu-0316
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
392,429
Nodes
392,429
Edges
785,781 (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, 5.8 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 0316 [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 0316. 2008, doi.org/10.1109/iwqos.2008.32.

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