YouTube Snapshot 080615

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 15 June 2008 to 15 June 2008 (the log's title line reads 'BFS crawl'). It started from 170 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 68,736 videos the crawl visited (170 at depth 0, 1,896 at depth 1, 10,541 at depth 2, 56,129 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 (839,427 links from 42,033 videos, with the position in the list as rank). The links lead to 461,540 distinct videos, of which 392,933 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 461,655 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

461.7K
Nodes
839.4K
Edges
3.94e-06
Density
4
Components
0.002
Assortativity
15.0%
Reciprocity
332.5K
Bridges
Most central nodes
F5VvvVxuKko0.00032
nPFohi5tlko0.00031
W-y5Mu1nIGc0.0003
MaWyMnZGMZU0.00028
SJ2wHsqaH500.00027
yya3QAqO1zw0.00026
hVJp4Wz3_j40.00024
rBBaDMZD3D80.00023
_tGiKlDh7g00.00022
xvZvc1WaSZg0.00021
Content metrics

68,662 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 976.309 ± 218.028
min 0max 1.2K
lengthμ 205.056 ± 176.116
min 0max 7.3K
viewsμ 14K ± 48.6K
min 0max 1.7M
rateavg 3.83 / 5
0std 1.695
ratingsμ 26.827 ± 98.222
min 0max 9.3K
commentsμ 22.911 ± 106.931
min -2max 9.6K

Record

Catalog key
youtube-sfu-080615
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
461,655
Nodes
461,655
Edges
839,426 (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, 7.3 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 (68,736 rows), edges (839,427 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 080615 [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 080615. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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