YouTube Snapshot 080524

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 24 May 2008 to 24 May 2008 (the log's title line reads 'BFS crawl'). It started from 171 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 81,537 videos the crawl visited (171 at depth 0, 1,811 at depth 1, 11,495 at depth 2, 68,060 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 (1,093,928 links from 55,398 videos, with the position in the list as rank). The links lead to 582,801 distinct videos, of which 501,398 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 582,922 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

582.9K
Nodes
1.1M
Edges
3.22e-06
Density
4
Components
0.00189
Assortativity
16.4%
Reciprocity
412.2K
Bridges
Most central nodes
zKQo74-mPxc0.00018
ip1zsUIosoA0.00017
RE8EAqneUbM0.00017
JlXkVeWTO4Q0.00016
FV_40sTA-Os0.00015
E1fOa5ufPmc0.00015
0rQ_rMirslE0.00014
VK51VJYVIfA0.00014
PWQ710sW1Bk0.00012
pve6a5K3qIw0.00012
Content metrics

81,090 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 939.398 ± 215.982
min 0max 1.2K
lengthμ 208.608 ± 185.34
min 0max 7.3K
viewsμ 18.5K ± 68K
min 0max 3.3M
rateavg 3.88 / 5
0std 1.625
ratingsμ 33.598 ± 133.374
min 0max 17K
commentsμ 27.132 ± 113.524
min -3max 13.7K

Record

Catalog key
youtube-sfu-080524
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
582,922
Nodes
582,922
Edges
1,093,926 (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, 9.2 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 (81,537 rows), edges (1,093,928 rows), snapshots (1 rows).
Structure
Multigraph (repeated links)

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 080524 [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 080524. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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