YouTube Snapshot 080623

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 23 June 2008 to 24 June 2008 (the log's title line reads 'BFS crawl'). It started from 169 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 59,165 videos the crawl visited (169 at depth 0, 1,754 at depth 1, 9,102 at depth 2, 48,140 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 (703,002 links from 35,183 videos, with the position in the list as rank). The links lead to 388,208 distinct videos, of which 329,187 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 388,334 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

388.3K
Nodes
703K
Edges
4.66e-06
Density
7
Components
0.0069
Assortativity
14.6%
Reciprocity
279.8K
Bridges
Most central nodes
MeSSwKffj9o0.00045
xijncXnNJQ80.00033
NwV1VZcPvt00.00024
Dfz96fJepSU0.00023
vPKvwd9vJZY0.00023
QpB1u1LdIo80.00022
DvFPXuq6jvQ0.00022
h67k9eEw9AY0.00022
km1MZ0iS--I0.00022
hmjSS3E8oE40.00021
Content metrics

59,058 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 989.241 ± 220.409
min 0max 1.2K
lengthμ 219.455 ± 1.6K
min 0max 378.8K
viewsμ 10.9K ± 50.4K
min 0max 6.3M
rateavg 3.85 / 5
0std 1.685
ratingsμ 24.588 ± 128.276
min 0max 15.7K
commentsμ 21.834 ± 121.888
min -1max 17.8K

Record

Catalog key
youtube-sfu-080623
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
388,334
Nodes
388,334
Edges
703,002 (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, 6.2 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 (59,165 rows), edges (703,002 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 080623 [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 080623. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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