YouTube Snapshot 080707

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 7 July 2008 to 8 July 2008 (the log's title line reads 'BFS crawl'). It started from 184 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 63,053 videos the crawl visited (184 at depth 0, 1,930 at depth 1, 9,823 at depth 2, 51,116 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 (774,403 links from 38,756 videos, with the position in the list as rank). The links lead to 427,106 distinct videos, of which 364,200 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 427,230 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

427.2K
Nodes
774.4K
Edges
4.24e-06
Density
5
Components
0.00363
Assortativity
15.1%
Reciprocity
306.5K
Bridges
Most central nodes
fHmo3KeS5mE0.00029
xKBRKok4Ltg0.00028
pltCXeNhgJ40.00027
ZwDVmH0l8E80.00024
okzHjcTKvLo0.0002
eQOJ1KrTz200.00017
kfMnM5Y2rw80.00017
64EjuSEXsYg0.00017
LkEu-tElLZc0.00017
_WjnkWjAob40.00016
Content metrics

62,978 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 227.1
min 0max 1.2K
lengthμ 211.386 ± 267.999
min 0max 46.2K
viewsμ 11.8K ± 38.3K
min 0max 2M
rateavg 3.97 / 5
0std 1.585
ratingsμ 26.628 ± 97.963
min 0max 7.5K
commentsμ 22.512 ± 82.66
min -13max 5.3K

Record

Catalog key
youtube-sfu-080707
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
427,230
Nodes
427,230
Edges
774,403 (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, 6.8 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 (63,053 rows), edges (774,403 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 080707 [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 080707. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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