YouTube Snapshot 080422

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 22 April 2008 to 23 April 2008 (the log's title line reads 'BFS crawl'). It started from 217 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 133,750 videos the crawl visited (217 at depth 0, 2,585 at depth 1, 17,865 at depth 2, 113,083 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 (1,735,389 links from 89,581 videos, with the position in the list as rank). The links lead to 892,902 distinct videos, of which 759,280 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 893,022 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

893K
Nodes
1.7M
Edges
2.18e-06
Density
3
Components
-0.01767
Assortativity
15.8%
Reciprocity
617.4K
Bridges
Most central nodes
0rgQho8licc0.00048
KMP8OSWGcss0.00042
IwM-Rz6h9Ko0.00038
lkRUawKehLA0.00038
E1fOa5ufPmc0.00034
pOGWGDNykDM0.00034
Ba3N_awXcow0.00033
JHu7xH6rq7M0.00031
HbI6ZeEBv_Q0.00031
0jzz-LdhG5Y0.0003
Content metrics

133,611 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 895.221 ± 214.539
min 0max 1.2K
lengthμ 211.997 ± 259.63
min 0max 50.4K
viewsμ 24K ± 90.3K
min 0max 6.7M
rateavg 3.92 / 5
0std 1.575
ratingsμ 45.92 ± 178.119
min 0max 13.7K
commentsμ 39.569 ± 159.173
min -3max 20.5K

Record

Catalog key
youtube-sfu-080422
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
893,022
Nodes
893,022
Edges
1,735,387 (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, 14.9 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 (133,750 rows), edges (1,735,389 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 080422 [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 080422. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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