YouTube Snapshot 080516

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 16 May 2008 to 17 May 2008 (the log's title line reads 'BFS crawl'). It started from 168 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 88,333 videos the crawl visited (168 at depth 0, 1,887 at depth 1, 12,241 at depth 2, 74,037 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 (1,178,568 links from 59,330 videos, with the position in the list as rank). The links lead to 617,132 distinct videos, of which 528,913 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 617,233 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

617.2K
Nodes
1.2M
Edges
3.09e-06
Density
2
Components
0.00022
Assortativity
16.8%
Reciprocity
434.1K
Bridges
Most central nodes
pcJwz7wu8_s0.00017
3ER3F0ET1cI0.00017
Q4QwiLk183o0.00016
NIHeZ9Uom280.00015
E1fOa5ufPmc0.00015
Q8PPh-C9pRU0.00015
txhabgZF_gE0.00015
93ti-26Av7o0.00015
Hs6wdn09Kxg0.00015
hvvjiE4AdUI0.00015
Content metrics

88,177 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 951.197 ± 218.271
min 0max 1.2K
lengthμ 214.48 ± 2.3K
min 0max 475.7K
viewsμ 17.1K ± 63.1K
min 0max 4.8M
rateavg 3.80 / 5
0std 1.675
ratingsμ 31.497 ± 188.942
min 0max 43.2K
commentsμ 27.98 ± 115.607
min -5max 9.9K

Record

Catalog key
youtube-sfu-080516
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
617,233
Nodes
617,233
Edges
1,178,566 (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, 9.9 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 (88,333 rows), edges (1,178,568 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 080516 [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 080516. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →