YouTube Snapshot 080705

A YouTube dataset of 51,513 videos, 622,451 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 080705 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 347,229 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

347.2K
Nodes
622.5K
Edges
5.16e-06
Density
6
Components
0.00456
Assortativity
15.0%
Reciprocity
250.4K
Bridges
Most central nodes
ScXLHgPcZuc0.00069
kwjI2Y2e3Qs0.00036
Hr0Wv5DJhuk0.00031
W53W_zOwG4k0.00027
aLrzuMUKdGU0.00022
C_-NEBvaJHM0.00022
_5or9EClAdM0.00021
1y5oPQwS8cM0.0002
IZiFY_35c0I0.0002
eP4o_g9iZYs0.0002
Content metrics

51,513 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 225.5
min 0max 1.2K
lengthμ 215.413 ± 347.513
min 0max 66.6K
viewsμ 11K ± 38.6K
min 0max 2.1M
rateavg 3.88 / 5
0std 1.665
ratingsμ 25.477 ± 90.115
min 0max 5.5K
commentsμ 23.526 ± 91.938
min 0max 5.1K
related countμ 12.083 ± 9.774
min 0max 20
24.5
Flesch–Kincaid grade
US school grade level
24.9
Automated readability index
Frequent terms
entertainmentmusicblogspeopleanimationfilmcomedysportsnewspoliticsautosvehiclesanimalspetseventstraveleducationstylehowtosciencetechnologyunagamingactivismnonprofitsshowstoppervideoswolfbladedemonmidgetfootballcavideosimardronbwleltamaulipecoballetbabesashgunleeniashesthebestanimespiderexpertvillagecaterpillargiraffefashiontvtvnewzealandvaibhav35ndaru82televicerogarudohmissavukykedwinzagoo2000dibotisgreenfiend03dingus8888jedisheml
Topic clusters

Topic 0

entertainment
smilewithting
wrappedinplastic
loafdaddy
stephaniedentremont

Topic 1

comedy
planetsheep
gibsongroup
kandiandkerry
sagamorerox
ghostoflagg
twentythreesix
icefelgitproduction

Topic 2

entertainment
balthierkingofskiez
mestrepheu
therealnickjonas
dontworrybetom
xanimexforeverx
xangelhappyx
gopalantelive

Topic 3

entertainment
gigatitan
doonbilbo
toyahsw
everythingerin
chiqo
allyporter
surinderr

Topic 4

blogs
people
bowener
wilcoxaggie
mindyyongws
wovenintl
polarispredtld
pliesworld

Topic 5

animation
film
joelrevant
ridenfull
smilewithting
worldsfinestit
dawnkari
microlm

Topic 6

animation
film
voacninja
oretatsubasade
blindtopassion
chinszuhan
misounder
thmace

Topic 7

comedy

Topic 8

trainiacproductions
tradingphoto
noddingcat
crazydragonclk
dwrozeboom
enfusion
happycatowner
journeymanpicture

Topic 9

people
blogs
peaugh
tomphailsmoar
eelamstate
enlitenrunkse
greatmewtwo
bonsaisky

Topic 10

music

Topic 11

autos
vehicles
auto
vehicle
compcorner
apexiblaster
vitalii
teclec
Show all 31 topics

Topic 12

music
oxojonasbrothersoxo
slluggo
poshinc
crushindarkness
verasiayasin
hcbailly
padmexox

Topic 13

music
keminicationsmedia
turbid
thechipmunkmusic
avriljbfan
eekahh
koiriboy
marvson

Topic 14

howto
style
pinkiecharm
squishydemon
getchar
bowener
myiphone
ikickassltte

Topic 15

sport
sports
misshattilouise
ttppromo
creamofcardstv
thtsamazin
debandross
assaultskateteam

Topic 16

pets
animals
animal
waveflux
manbriproduction
ingathebp
abfly
erikpaterson

Topic 17

animals
pets
pet
daboadude
newscientistvideo
davidsfarm
ashtznvnim
bbcworldwide

Topic 18

music

Topic 19

news
politics
ytdebates
saynotoltte
incondsimard
artisannewsservice
walakuluge
ilieeverydayonyoutub

Topic 20

science
technology
newscientistvideo
imhereftw
hypnosiscenter
shadoweiiiot
solobutton
robzkoo

Topic 21

news
politics
pigactor
wravinda
bodyxpolitic
bfmullaney
iphoneindotca
johnmccaindotcom

Topic 22

blogs
people
xoxbunxox
xxxxxharwinxxxxx
sagamorerox
tsuruyaxproduction
cheakdirk
ochildrenofadam

Topic 23

music

Topic 24

education
gunleenia
beginnerguitarlesson
madvfanmadv
ndmindmagic
almaxox
spnogre
keyforthewin

Topic 25

sports
americanaccent
heronpreston
bucknellbison

Topic 26

vehicles
autos
auto
timbozyd
schnitzerpower
wardequipdotcom
fts
kennybinga

Topic 27

gaming
game
punster
dranzergig
superskarmory
hubasddsa
darkkefka
keyforthewin

Topic 28

una
polarispredtld
flirtger
cgsgothchick
okanehira
ponnaprabhakaran
tumbblewee
lianafxe

Topic 29

auto
vehicles
milktruk

Topic 30

education

Sampled: text metrics from 50K of 51.5K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080705
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
347,229
Nodes
347,229
Edges
622,451 (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, 5.5 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 080705 [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 080705. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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