YouTube Snapshot 0309

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 9 March 2007 to 10 March 2007 (the log's title line reads 'normal crawl'). It started from 268 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 76,509 videos the crawl visited (268 at depth 0, 1,981 at depth 1, 10,021 at depth 2, 64,239 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 (1,458,754 links from 74,567 videos, with the position in the list as rank). The links lead to 640,525 distinct videos, of which 564,101 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 640,605 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

640.6K
Nodes
1.5M
Edges
3.55e-06
Density
4
Components
0.0343
Assortativity
12.7%
Reciprocity
427.3K
Bridges
Most central nodes
22uYDgZXoJQ0.00037
qcw0-Ym3IBA0.00028
CsE1oZX3Eco0.00027
UMXvtvV4Ik00.00027
FV2gsdIRiic0.00027
2LJmeZgioio0.00026
nuFIHbzw0380.00026
13n8OpQS9Dg0.00026
Pyp4VajXWWY0.00026
VMfmiuM4uJ40.00026
Content metrics

76,128 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 615.095 ± 120.935
min 0max 752
lengthμ 210.654 ± 391.452
min 0max 64.7K
viewsμ 6.5K ± 31.6K
min 0max 2.6M
rateavg 3.41 / 5
0std 1.945
ratingsμ 18.036 ± 86.223
min 0max 8.6K
commentsμ 10.072 ± 51.448
min -38max 5.7K

Record

Catalog key
youtube-sfu-0309
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
640,605
Nodes
640,605
Edges
1,458,754 (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, 10.4 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 (76,509 rows), edges (1,458,754 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 0309 [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 0309. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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