YouTube Snapshot 080605

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 6 June 2008 to 8 June 2008 (the log's title line reads 'BFS crawl'). It started from 178 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 75,995 videos the crawl visited (178 at depth 0, 1,756 at depth 1, 10,790 at depth 2, 63,271 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 (1,019,605 links from 51,391 videos, with the position in the list as rank). The links lead to 534,189 distinct videos, of which 458,301 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 metadata

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 534,270 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

534.3K
Nodes
1M
Edges
3.57e-06
Density
3
Components
0.00416
Assortativity
17.6%
Reciprocity
378.3K
Bridges
Most central nodes
tbEei0I3kMQ0.00043
dtL-1V3OZ0c0.00031
CazV-Yfy9Ns0.00024
E1fOa5ufPmc0.0002
wrudFJRffT80.00019
DeHIspyAtGs0.00018
dRIXd9jndF00.00016
_0epOJNpKag0.00016
CIzBaSiWdRA0.00016
gQNY7Sti8FY0.00015
Content metrics

75,710 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 974.642 ± 226.035
min 0max 1.2K
lengthμ 203.731 ± 180.383
min 0max 14.9K
viewsμ 16.1K ± 53.4K
min 0max 2.1M
rateavg 3.84 / 5
0std 1.675
ratingsμ 30.151 ± 105.188
min 0max 6.9K
commentsμ 25.363 ± 105.087
min -31max 7.5K

Record

Catalog key
youtube-sfu-080605
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
534,270
Nodes
534,270
Edges
1,019,602 (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, 8.6 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 (75,995 rows), edges (1,019,605 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 080605 [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 080605. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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