YouTube Snapshot 080424

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 24 April 2008 to 25 April 2008 (the log's title line reads 'BFS crawl'). It started from 187 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 110,232 videos the crawl visited (187 at depth 0, 2,360 at depth 1, 14,824 at depth 2, 92,861 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 (1,392,317 links from 72,429 videos, with the position in the list as rank). The links lead to 734,968 distinct videos, of which 624,859 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 735,083 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

735.1K
Nodes
1.4M
Edges
2.58e-06
Density
6
Components
-0.02281
Assortativity
15.5%
Reciprocity
515.9K
Bridges
Most central nodes
_wihKvfbFew0.00031
KMP8OSWGcss0.00028
XSrSNpl3PEs0.00028
pbUmN8myvxQ0.00027
-jIEGZwLPvo0.00026
lkRUawKehLA0.00024
pjak4ByHnco0.00024
PgCRWvwdFHM0.00023
Ly4-UmtUAvQ0.00023
pwGLNbiw1gk0.00022
Content metrics

110,122 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 908.969 ± 206.339
min 0max 1.2K
lengthμ 216.929 ± 199.561
min 0max 12.9K
viewsμ 21.4K ± 84K
min 0max 7.3M
rateavg 3.96 / 5
0std 1.585
ratingsμ 44.255 ± 201.828
min 0max 29.6K
commentsμ 36.199 ± 226.552
min -20max 59.9K

Record

Catalog key
youtube-sfu-080424
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
735,083
Nodes
735,083
Edges
1,392,313 (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, 12.0 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 (110,232 rows), edges (1,392,317 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 080424 [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 080424. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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