YouTube Snapshot 0329

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 29 March 2007 to 30 March 2007 (the log's title line reads 'normal crawl'). It started from 311 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 103,476 videos the crawl visited (311 at depth 0, 2,498 at depth 1, 13,305 at depth 2, 87,362 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 (1,993,886 links from 101,709 videos, with the position in the list as rank). The links lead to 919,023 distinct videos, of which 815,608 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#Sfu youtube#Video metadata#View count

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 919,079 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

919.1K
Nodes
2M
Edges
2.36e-06
Density
1
Components
0.02615
Assortativity
12.6%
Reciprocity
610.8K
Bridges
Most central nodes
X-YwYUEeIJo0.00034
_KOqqWJa2180.00027
lvoX1AqrELU0.00024
_dUQY7SNbGE0.00024
SGzDLu5IpKc0.00024
ptXqQHGOZk40.00023
y2uIo3CdeJM0.00023
cIqbLqHVZhY0.00022
h1bOuCV2zmg0.00022
R-8DnUw97WM0.00021
Content metrics

103,162 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 633.874 ± 123.303
min 0max 772
lengthμ 206.893 ± 250.033
min 0max 39.9K
viewsμ 5.2K ± 29.8K
min 0max 5.8M
rateavg 3.34 / 5
0std 1.985
ratingsμ 14.742 ± 64.222
min 0max 6K
commentsμ 8.318 ± 35.289
min -15max 2.7K

Record

Catalog key
youtube-sfu-0329
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
919,079
Nodes
919,079
Edges
1,993,886 (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, 14.5 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 (103,476 rows), edges (1,993,886 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 0329 [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 0329. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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