YouTube Snapshot 080707

A YouTube dataset of 62,978 videos, 774,403 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 080707 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 427,230 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

427.2K
Nodes
774.4K
Edges
4.24e-06
Density
5
Components
0.00363
Assortativity
15.1%
Reciprocity
306.5K
Bridges
Most central nodes
fHmo3KeS5mE0.00029
xKBRKok4Ltg0.00028
pltCXeNhgJ40.00027
ZwDVmH0l8E80.00024
okzHjcTKvLo0.0002
eQOJ1KrTz200.00017
kfMnM5Y2rw80.00017
64EjuSEXsYg0.00017
LkEu-tElLZc0.00017
_WjnkWjAob40.00016
Content metrics

62,978 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 227.1
min 0max 1.2K
lengthμ 211.386 ± 267.999
min 0max 46.2K
viewsμ 11.8K ± 38.3K
min 0max 2M
rateavg 3.97 / 5
0std 1.585
ratingsμ 26.628 ± 97.963
min 0max 7.5K
commentsμ 22.512 ± 82.66
min 0max 5.3K
related countμ 12.296 ± 9.725
min 0max 21
24.0
Flesch–Kincaid grade
US school grade level
25.1
Automated readability index
Frequent terms
entertainmentmusicanimationfilmpeopleblogscomedysportsnewspoliticsanimalspetsautosvehicleshowtostyleeventstraveleducationgamingunasciencetechnologyactivismnonprofitsandynsexpertvillagemaricexesmeralda1ranamhakudoshidizilerimizmccartney101010zzzheczzzdkyang258tiatea73mztennisjlinehanhsnteluricatvtheblacklistclubassociatedpresstrucker47dizifullmariiahn47rye78xoyunxdeathbust3rmark0nisolyluna5000eletendre1
Topic clusters

Topic 0

entertainment
rocketexecutive
sclovely
yeahiplaydrums
rlckastley
nothinglegal
popology
aamc

Topic 1

music
tbromley
rappl
townsendmedia
martinondrum
carasson

Topic 2

animation
film
tabswolf
storycove
anthonysart
justinoxproduction
imperar
enjoungeom

Topic 3

comedy
howto
style
jantheempress
sofiagandako
survivalistboard
zbeledefrance
alexsierra

Topic 4

film
animation
lalaweasley
starzmedia
cloudshin
andyberek
pta
katedream

Topic 5

sports
sport
raidernationpodcast
rbglitch
copizzle
moralvirus
acadude
nomemientascompadre

Topic 6

entertainment
ummatalislam
atlmtwn
hippotaur
dlkkkhee
landizeesgbm
shoorooz
carribbeanlady

Topic 7

music
themadferret
crankdatjq
yoranespea
mmcmediajunkie
cisium
highkneeproduction
ignthespike

Topic 8

entertainment
clairepride
zhouhattori
warnemo
cpa
coolguyseven
gallywagger
inecomcompany

Topic 9

blogs
people
vanidaemy
uniiqueexako
voldermoo
luminolblue
athenewins
ltravensight

Topic 10

blogs
people
telltalefinite
wolflaserinfantry
sellway
marblightsboy
siwclan
consciousobject

Topic 11

animals
pets
pet
jedisdream
peterschriemer
wisconsinphoto
jenniferka
australiazootube
Show all 18 topics

Topic 12

sports
aamc
coltonrudloff

Topic 13

comedy
moralvirus

Topic 14

politics
news
guerrillachoir
xiaohuanlong
queremosrepublica
bigplush
erinightwind
habomovillage

Topic 15

music
jimbyd
bobheadownz
duckrockmetal
cherokeebutterflyz
chetano
iihokii
candicelovesyouu

Topic 16

allamericanfe
codelemur
moneyextraneed
prydeband
granddanois
raidernationpodcast
music

Topic 17

sleepymaurice
foundi
cypherstyle
australiazootube
archananasar
airclaw
heyyshilo
rappl

Sampled: text metrics from 50K of 63K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080707
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
427,230
Nodes
427,230
Edges
774,403 (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, 6.8 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 080707 [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 080707. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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