YouTube Snapshot 080709

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 9 July 2008 to 9 July 2008 (the log's title line reads 'BFS crawl'). It started from 180 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 54,981 videos the crawl visited (180 at depth 0, 1,646 at depth 1, 8,924 at depth 2, 44,231 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 (683,286 links from 34,197 videos, with the position in the list as rank). The links lead to 379,026 distinct videos, of which 324,184 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 379,130 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

379.1K
Nodes
683.3K
Edges
4.75e-06
Density
8
Components
-0.0063
Assortativity
14.8%
Reciprocity
272.2K
Bridges
Most central nodes
OtezSfSrnDk0.00026
t-qXym_4y1o0.00026
XtiC1VwaCFU0.00025
O5Z_tg1-qpI0.00025
8uF3lgE-l4s0.00023
9If4G-VJM7o0.00022
h594wZQVq2o0.00022
BBm0yasQxf00.0002
SAUXSrZDK5U0.0002
1XwOHZ8hN6Q0.00019
Content metrics

54,906 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 241.8
min 0max 1.2K
lengthμ 202.104 ± 179.541
min 0max 7.8K
viewsμ 11.4K ± 35.5K
min 0max 1.7M
rateavg 3.76 / 5
0std 1.725
ratingsμ 22.888 ± 72.623
min 0max 3.9K
commentsμ 20.512 ± 79.027
min -1max 5.9K

Record

Catalog key
youtube-sfu-080709
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
379,130
Nodes
379,130
Edges
683,284 (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, 6.0 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 (54,981 rows), edges (683,286 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 080709 [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 080709. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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