YouTube Snapshot 0424

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 24 April 2007 to 25 April 2007 (the log's title line reads 'normal crawl'). It started from 224 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 76,936 videos the crawl visited (224 at depth 0, 1,476 at depth 1, 9,379 at depth 2, 65,857 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 (1,495,423 links from 75,987 videos, with the position in the list as rank). The links lead to 790,421 distinct videos, of which 713,560 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 790,493 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

790.5K
Nodes
1.5M
Edges
2.39e-06
Density
6
Components
0.01213
Assortativity
12.9%
Reciprocity
544.1K
Bridges
Most central nodes
RtIHBRsy1lI0.00021
cQ25-glGRzI0.00015
q6mQtpdQXgE0.00013
zZfKSYZXScc0.00012
nao8T5bKveE0.00012
pIqhUCZgwXQ0.00012
8K_NQe57C-k0.00012
3XayrZ9dlkY0.00011
YcWXL8jpFGs0.00011
QjA5faZF1A80.00011
Content metrics

76,805 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 655.327 ± 126.388
min 0max 798
lengthμ 270.976 ± 18.1K
min 0max 5M
viewsμ 6.1K ± 22.1K
min 0max 1.4M
rateavg 3.47 / 5
0std 1.915
ratingsμ 14.413 ± 42.253
min 0max 2.5K
commentsμ 8.886 ± 27.222
min -16max 1.6K

Record

Catalog key
youtube-sfu-0424
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
790,493
Nodes
790,493
Edges
1,495,423 (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, 11.9 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 (76,936 rows), edges (1,495,423 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 0424 [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 0424. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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