YouTube Snapshot 0505

A YouTube dataset of 62,101 videos, 1,212,590 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 0505 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 640,041 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

640K
Nodes
1.2M
Edges
2.96e-06
Density
3
Components
0.00764
Assortativity
13.8%
Reciprocity
439.9K
Bridges
Most central nodes
iIl-TypYe3E0.00031
RN_mgBotesM0.00029
w925EKIoV240.00026
oZh-jBJrjcI0.00024
TrDDhTPrLCA0.00024
t0Nxmr2UQBQ0.00023
cQ25-glGRzI0.00021
J4tdWErpwn00.0002
oLl-hDEJYRA0.0002
HMFpbACdUKQ0.00019
Content metrics

62,101 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 663.946 ± 132.853
min 0max 809
lengthμ 205.314 ± 191.963
min 0max 9.6K
viewsμ 6.5K ± 23.4K
min 0max 1.9M
rateavg 3.54 / 5
0std 1.865
ratingsμ 16.804 ± 52.815
min 0max 2.2K
commentsμ 10.476 ± 35.966
min 0max 2.9K
related countμ 19.526 ± 2.768
min 0max 20
Frequent terms
musicentertainmentcomedyanimationfilmsportsgadgetsgamesblogspeoplenewspoliticsanimalspetsplacestravelautosvehiclesdiyhowtounadieunhackayukayutamakingjaceeleiladrzemforiginalneezeechunkyhoneyukmovieking149cupidkirbywojtas427rakewerubq013yamyam111nextgenwalkthroughsrain1024superkinhunguniversalmusicgroupyakamoz66cbsnightesssangelmagnusdizitubehoaphuongnamfizz999wehaveexplosiveiamtomidcgibsdmbphan41gejashlzepeda84
Topic clusters

Topic 0

sports
sport
dxcub
ialexmxi
venicebeachhoop
justicejiang
pickrat
hollowzsuperstar

Topic 1

entertainment
wohow
ollybon
utnow
pickrat
danielspengie
boattime

Topic 2

music
ellaskin
brightstarpro
wohow

Topic 3

comedy
lastbaron
cyoadjective

Topic 4

music
freeguerrillaradio
sanjosanetomi
emofob
lacupula
regjrm
mkrall
johnismyhero

Topic 5

film
animation
bucasta
luchiananami
aioin
milanoss
suebr
furendaaa

Topic 6

gadgets
games
srofem
adeadrat
koworld
falkiz
nextgroup
arminkaza

Topic 7

entertainment
sonecessarysb
trafficpl
camzml
foroloqueyotediga
grenkeman
jaggedsilver
misctube

Topic 8

people
blogs
newsmker
veeness
ruvich
cmilll

Topic 9

blogs
people
verypsychicrefugee
picklepuss
inspirationalmja
emador
hickimsedegilim
michieleather

Topic 10

travel
places
brandautopsy
krenbug
wwwvinnytrancom
seeyuliana
checkitoutnownyc
nybrenna

Topic 11

music
iiixxxbiancaxxxiii
chaabicity
milkybobby
chiproth
blankgunz
carlgrossman
ckprogramci
Show all 29 topics

Topic 12

comedy
siphrioth
vegecrisps
oyeahmmm
auntbarbara
cimbomlubaris
clipaday
cdbigshow

Topic 13

games
gadgets
deathaemcee
ddthegreat
omgartmanlolol
lwoa
yenamiracle
xxgdawgumxx

Topic 14

entertainment
serbboyz
gilbertblythe
prozacslurpie
saintlink
cupidkirby
incrediblease
haleyalwaysforever

Topic 15

howto
diy
giftsfilm
matzebong
workshoplive
timellis
ellaskin
aeanfbanana

Topic 16

scotthafer
wombatppc
wmarino
bamenace
darkslain
justbelikedat
gvillalba
forespam

Topic 17

politics
news
mikedamnnobody
bushthebigidiot
furiouslove
georgeskifai
theboringdispatcher
taosnew

Topic 18

comedy
yfgr
joeyjrshabadoo
jfisk
capseasick
skategriggs
snorkledude
firstworld

Topic 19

news
politics
thomsonicus
hellorodney
utnow
piersfawkes
seanbedlam
giftmitch

Topic 20

animation
film
atemumarik
travellingfilm
sanariosan
xxblueeyesmasterxx
footoostv
littleosaka

Topic 21

sport
soccerfootballking
sports

Topic 22

cbs
dustyflea
movesquad
gooodasgyal
lmjarms
kalliahohoho
eaturguncop
chunijole

Topic 23

blogs
people
amandandsuperamanda
breastloverdd
blazenazn
dericktube
hughsnews
socialimage

Topic 24

animals
pets
pet
animal
prowinda
huntcat
socalcrown
conneisseur

Topic 25

sports

Topic 26

animation
film
katzeline
hcintora
avidliongoren
berentheonehande
trucoman
eigch

Topic 27

pets
animals
coolhorsechristy
socalcrown
ikulus
callmek
nybrenna
nekokoclub

Topic 28

sports

Sampled: text metrics from 50K of 62.1K records; topic model from 20K.

Record

Catalog key
youtube-sfu-0505
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
640,041
Nodes
640,041
Edges
1,212,590 (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, 9.6 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 0505 [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 0505. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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