YouTube Snapshot 080723

A YouTube dataset of 50,216 videos, 623,801 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 080723 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 372,125 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

372.1K
Nodes
623.8K
Edges
4.50e-06
Density
7
Components
0.00942
Assortativity
12.2%
Reciprocity
275.8K
Bridges
Most central nodes
COPonjvu4a00.00026
hY1rbOM7vbg0.00025
7qIDc4N0o5M0.00021
LIA8uaYLXqM0.00016
4mqbZ5LPA3c0.00016
UsY-Iu8QsqA0.00015
jX65LQsIY3M0.00015
43eTLCdEXNs0.00015
WaIR9dAZRR00.00015
AZD5zOoZ6xk0.00014
Content metrics

50,216 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 235.2
min 0max 1.3K
lengthμ 213.292 ± 248.57
min 0max 15.5K
viewsμ 12.6K ± 38.4K
min 0max 1.8M
rateavg 3.92 / 5
0std 1.615
ratingsμ 25.964 ± 85.055
min 0max 3.7K
commentsμ 21.964 ± 94.289
min 0max 10K
related countμ 12.422 ± 9.695
min 0max 23
23.8
Flesch–Kincaid grade
US school grade level
25.6
Automated readability index
Frequent terms
entertainmentmusiccomedysportsanimationfilmblogspeopleautosvehiclesnewspoliticshowtostylegamingeducationeventstravelanimalspetssciencetechnologyunaactivismnonprofitssuperlinux38hobbitdragonriderqingy3bigal2k6cubex55derschmumenpheszxxorangexxzshadeofme12denosaverjaej01expertvillagegameboyreviewerglew1424ligerzeroelainesiddana2005somethingweirddotcomkuchaasnewtelllasymone74wizardsdotcomgazartsgramplhixxy220lzeroxx22
Topic clusters

Topic 0

entertainment
bestarts
sunnyproductions
onlyjasonere

Topic 1

entertainment
bamawrestling
anomanimation
tiqitproductions
tiqitproduction
deceasedcrab
iaraphantom
theofficialjoejona

Topic 2

sports
sport
yabkoyroach
panicpulse
cboshtv
expertvillage
dudefrommedellin
hiwbootleg

Topic 3

film
animation
veggieeater
menreport
beggazinfo
musicwlyric
fdamdt
falcounderground

Topic 4

animation
film
blacktreemedia
figarosui
akouidri
cineyotrosdemonio
torchicex
noobsvoice

Topic 5

entertainment
kkshockley
silentdrifterz
starrinshelby
alicetapelo
celtichippie
cspanjunkievideo
glittergrl

Topic 6

music
logancero
hchicha
spitonself
nixonsoosai
noiselessstealth
rajkaregakhalsanet
pureaddiction

Topic 7

music
kurdtss
fullmetalxfool
jrenna
stevilhex
truestoriesradio
rasarock
christianbret

Topic 8

sports
greencyn

Topic 9

people
blogs
goolgey
campgalley
wayoutsouth
qualityinformation
meetbbws
flyingscience

Topic 10

outamyhead
riceboytv
girlsshowere
kwehbe
therealmrbravo
hittinone
hotstuffff

Topic 11

blogs
people
julissaperez
wickydkewl
ardentasianadmirer
agencyent
chrisbrownloverfan
jonniebamf
Show all 31 topics

Topic 12

news
politics
ahuskay
vodeotv
yourachad
thealexjoneschannel
antagnet
kabylski

Topic 13

education
thescriv
newgusita
hecannaesee
thealexjoneschannel
dachaavane
bilderbergclowns
aviationsecurity

Topic 14

politics
news
associatedpress
davidspate
aviationsecurity
musictibet
russiancomrade
applegazin

Topic 15

style
howto
harpersbazaar
expertvillage
gmustuk
pstvguy
punturass
ellaskin

Topic 16

music

Topic 17

comedy

Topic 18

vueonline
patsik
nonprofits
activism
ryouandiris
pieinmytummy
ntdtv
pvttigerproduction

Topic 19

comedy

Topic 20

travel
events
firequeenflims
elekp
fordmodel
blackhatcrew
onevisionproduction
myheartlovesjessemcc

Topic 21

sport
sports

Topic 22

blogs
people
campgalley
freehugsnovara
cactuswahrani
kornpitak
goolgey
teamjonass

Topic 23

technology
science
isaacnorman
itsblockdog
butterflyoffire
intightsky
scottkelby
oioode

Topic 24

comedy
ultimorph
madanidino
ahuskay
stephenwool
bottledxxrainbow
kevinblenk
frenchumour

Topic 25

music

Topic 26

una
daccapola
landofladie
kokoronoyoko
janetjacmeent
rudehype
doinghugeboobs
emallu

Topic 27

gaming
game
blackarmsnet
gazarts
jameslikecoulter
analoghype
terpor
metalfiregamer

Topic 28

music

Topic 29

comedy
jacobtheguitarfreak
gwhitezz
frostedblakess
chebreguedz
jugmez
wahebbb
terpor

Topic 30

howto
style

Sampled: text metrics from 50K of 50.2K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080723
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
372,125
Nodes
372,125
Edges
623,790 (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, 7.9 MB across 2 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 080723 [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 080723. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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