YouTube Snapshot 0422

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 22 April 2007 to 23 April 2007 (the log's title line reads 'normal crawl'). It started from 249 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 89,017 videos the crawl visited (249 at depth 0, 2,007 at depth 1, 10,901 at depth 2, 75,860 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 (1,733,223 links from 87,864 videos, with the position in the list as rank). The links lead to 867,875 distinct videos, of which 778,919 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 867,935 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

867.9K
Nodes
1.7M
Edges
2.30e-06
Density
3
Components
0.01667
Assortativity
13.9%
Reciprocity
581.5K
Bridges
Most central nodes
iKC0W3mF1wA0.00018
cQ25-glGRzI0.00016
cCahIku1Vlw0.00016
ycUG32OkNmM0.00015
OeG0I0vxbtM0.00015
uM9t_bbkeQc0.00014
quEokSUFDBI0.00013
iLZ6oTnQxUw0.00013
AqRMDPG6nWM0.00013
MxmTaCnuMPA0.00013
Content metrics

88,823 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 656.32 ± 128.034
min 0max 796
lengthμ 222.351 ± 6.1K
min 0max 1.8M
viewsμ 6.7K ± 25.9K
min 0max 2.4M
rateavg 3.55 / 5
0std 1.865
ratingsμ 16.686 ± 70.578
min 0max 10.2K
commentsμ 9.748 ± 42.25
min -119max 4.2K

Record

Catalog key
youtube-sfu-0422
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
867,935
Nodes
867,935
Edges
1,733,223 (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, 13.6 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 (89,017 rows), edges (1,733,223 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 0422 [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 0422. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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