YouTube Snapshot 0303

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 3 March 2007 to 4 March 2007 (the log's title line reads 'normal crawl'). It started from 167 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 68,343 videos the crawl visited (167 at depth 0, 1,440 at depth 1, 8,689 at depth 2, 58,047 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 (1,310,029 links from 66,825 videos, with the position in the list as rank). The links lead to 564,044 distinct videos, of which 495,753 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 564,093 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

564.1K
Nodes
1.3M
Edges
4.12e-06
Density
8
Components
0.03116
Assortativity
13.5%
Reciprocity
373.6K
Bridges
Most central nodes
9SmyptnGVWw0.00051
4QWAGs3s7SY0.00033
mV8Ac2iKmVg0.00032
22uYDgZXoJQ0.00032
jLDOyxCDCtg0.00031
-zXWEmnCMBA0.00029
DHejj-b54040.00029
5FQN_MYRm4U0.00027
O9i5aPAfHTQ0.00027
9nbeqmXEbj80.00025
Content metrics

68,260 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 605.295 ± 121.641
min 0max 746
lengthμ 214.938 ± 270.786
min 0max 46.2K
viewsμ 7K ± 36K
min 0max 2.8M
rateavg 3.57 / 5
0std 1.885
ratingsμ 19.552 ± 88.56
min 0max 7.3K
commentsμ 10.296 ± 56.275
min -77max 8.5K

Record

Catalog key
youtube-sfu-0303
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
564,093
Nodes
564,093
Edges
1,310,029 (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 (68,343 rows), edges (1,310,029 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 0303 [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 0303. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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