YouTube Snapshot 0430

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 30 April 2007 to 1 May 2007 (the log's title line reads 'normal crawl'). It started from 245 seed videos and followed each video's list of related videos breadth-first down to depth 3. The package holds one record for each of the 84,675 videos the crawl visited (245 at depth 0, 1,839 at depth 1, 10,346 at depth 2, 72,245 at depth 3; uploader, age, category, length, number of views, average rating, number of ratings and number of comments) and one directed link for each entry in a visited video's list of related videos (1,646,352 links from 83,624 videos, with the position in the list as rank). The links lead to 864,038 distinct videos, of which 779,443 were not themselves crawled in this crawl and so have no record. It is one of the crawl snapshots of the collection youtube-sfu-collection, and the single row of snapshots describes the crawl from its log.

#Network snapshot#Related video#Video graph#Video metadata

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 864,116 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

864.1K
Nodes
1.6M
Edges
2.20e-06
Density
7
Components
0.01689
Assortativity
12.4%
Reciprocity
592.6K
Bridges
Most central nodes
nao8T5bKveE0.00012
cQ25-glGRzI0.00011
ZsM3LGkjiLo0.0001
nLtUOMrAhe40.0001
s3spYnpkf2Y0.0001
dCFjllnKJGU0.0001
C5uSu2fTIOQ0.0001
NSkgyQtErEc0.0001
chFd0ORWOjs0.0001
idei9_TvTt00.0001
Content metrics

84,512 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 659.457 ± 128.253
min 0max 804
lengthμ 274.049 ± 19.8K
min 0max 5.7M
viewsμ 5.5K ± 20.5K
min 0max 1.5M
rateavg 3.46 / 5
0std 1.935
ratingsμ 14.072 ± 47.389
min 0max 3.3K
commentsμ 8.559 ± 32.326
min -53max 4K

Record

Catalog key
youtube-sfu-0430
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
864,116
Nodes
864,116
Edges
1,646,352 (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
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 13.0 MB across 1 files. Checksums in MANIFEST.json. For use, start with the data package below.
Data package
Version 1.0.0 of this dataset as an ECHO Data Package: items (84,675 rows), edges (1,646,352 rows), snapshots (1 rows).

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 0430 [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 0430. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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