YouTube Snapshot 0509

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 May 2007 to 9 May 2007 (the log's title line reads 'normal crawl'). It started from 243 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 67,939 videos the crawl visited (243 at depth 0, 1,571 at depth 1, 8,729 at depth 2, 57,396 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 (1,323,192 links from 67,109 videos, with the position in the list as rank). The links lead to 700,318 distinct videos, of which 632,461 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 700,397 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

700.4K
Nodes
1.3M
Edges
2.70e-06
Density
3
Components
0.01272
Assortativity
13.3%
Reciprocity
483.5K
Bridges
Most central nodes
cQ25-glGRzI0.00021
baUgqy7VyF40.00018
zZp75fWe-ss0.00017
-Tt82jFtowk0.00013
rj8L7e6IpM40.00013
2_ZdZqieYwE0.00013
WBhnXzEeIZY0.00012
ib7W27RVbxI0.00012
qDXIRMwj7dk0.00011
fXGb6T7Ed-00.00011
Content metrics

67,866 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 670.13 ± 130.662
min 0max 813
lengthμ 204.123 ± 238.851
min 0max 30.5K
viewsμ 5.4K ± 19.5K
min 0max 1.4M
rateavg 3.40 / 5
0std 1.975
ratingsμ 14.438 ± 140.953
min 0max 33.7K
commentsμ 8.79 ± 37.44
min -11max 5.3K

Record

Catalog key
youtube-sfu-0509
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
700,397
Nodes
700,397
Edges
1,323,192 (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, 10.5 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 (67,939 rows), edges (1,323,192 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 0509 [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 0509. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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