YouTube Snapshot 080414

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 14 April 2008 to 14 April 2008 (the log's title line reads 'BFS crawl'). It started from 175 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 86,737 videos the crawl visited (175 at depth 0, 1,545 at depth 1, 11,348 at depth 2, 73,669 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 (1,173,848 links from 60,945 videos, with the position in the list as rank). The links lead to 597,680 distinct videos, of which 511,076 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 597,765 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

597.8K
Nodes
1.2M
Edges
3.29e-06
Density
2
Components
-0.02113
Assortativity
17.6%
Reciprocity
416.4K
Bridges
Most central nodes
0QUDX-m3R-80.00063
ElGYG3B2jYI0.00058
_0DJ-RS5jOM0.00054
SizbuvMYS6c0.0005
D_qMqc33HZQ0.00039
paX_ATZqik80.00036
JznPMfYVWyE0.00032
CSeorS4CzPk0.00027
Z8cMo9Kz2Uw0.00026
TE652Y0lks40.00026
Content metrics

86,605 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 886.365 ± 210.588
min 0max 1.2K
lengthμ 203.521 ± 195.806
min 0max 9.2K
viewsμ 28.7K ± 266.8K
min 0max 60.3M
rateavg 3.93 / 5
0std 1.535
ratingsμ 49.593 ± 190.032
min 0max 12.4K
commentsμ 43.174 ± 189.01
min -87max 17K

Record

Catalog key
youtube-sfu-080414
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
597,765
Nodes
597,765
Edges
1,173,847 (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, 9.8 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 (86,737 rows), edges (1,173,848 rows), snapshots (1 rows).
Structure
Multigraph (repeated links)

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 080414 [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 080414. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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