YouTube Snapshot 080412

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 12 April 2008 to 13 April 2008 (the log's title line reads 'BFS crawl'). It started from 210 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 123,843 videos the crawl visited (210 at depth 0, 2,339 at depth 1, 16,130 at depth 2, 105,164 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 (1,722,879 links from 89,623 videos, with the position in the list as rank). The links lead to 842,641 distinct videos, of which 718,930 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 842,756 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

842.8K
Nodes
1.7M
Edges
2.43e-06
Density
6
Components
-0.03965
Assortativity
19.0%
Reciprocity
575.3K
Bridges
Most central nodes
Ejb8QOyjz-E0.00037
JR43BD6K7jg0.00034
4xL7yveZA_o0.00034
Icv6DgZ-9O40.00029
AABBLmSfnPU0.00028
DggRRCqEiKw0.00026
JrfMb4Y7goE0.00023
YKj5KkA_oaQ0.00023
Ba3N_awXcow0.00022
xe-QP8s1ZJc0.00022
Content metrics

123,667 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 901.498 ± 214.969
min 0max 1.2K
lengthμ 213.478 ± 185.425
min 0max 6.7K
viewsμ 29.8K ± 109.1K
min 0max 6.4M
rateavg 4.00 / 5
0std 1.475
ratingsμ 54.511 ± 204.84
min 0max 17.3K
commentsμ 48.45 ± 225.986
min -16max 28.6K

Record

Catalog key
youtube-sfu-080412
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
842,756
Nodes
842,756
Edges
1,722,876 (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, 14.3 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 (123,843 rows), edges (1,722,879 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 080412 [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 080412. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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