YouTube Snapshot 080522

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 May 2008 to 22 May 2008 (the log's title line reads 'BFS crawl'). It started from 184 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 73,417 videos the crawl visited (184 at depth 0, 1,927 at depth 1, 10,803 at depth 2, 60,503 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 (941,448 links from 47,546 videos, with the position in the list as rank). The links lead to 527,551 distinct videos, of which 454,262 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#Recommendation graph#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 527,666 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

527.7K
Nodes
941.4K
Edges
3.38e-06
Density
7
Components
-0.00133
Assortativity
14.8%
Reciprocity
382.5K
Bridges
Most central nodes
ZqqY07OZWps0.00022
P_K3pxNLtmw0.0002
wASUgF0Cyjg0.0002
Qb6VMkIHodQ0.00017
Ktui00IS_JU0.00016
qwyIwu70vrA0.00016
EMzoBkaFxh40.00015
yAPsgIg0_000.00014
cTSUiFAaHms0.00013
MtD7h2wwaK00.00013
Content metrics

73,293 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 922.915 ± 213.848
min 0max 1.2K
lengthμ 211.893 ± 180.097
min 0max 8.4K
viewsμ 16.9K ± 60.2K
min 0max 4M
rateavg 3.92 / 5
0std 1.615
ratingsμ 33.75 ± 121.089
min 0max 10.7K
commentsμ 27.679 ± 105.276
min -18max 9.4K

Record

Catalog key
youtube-sfu-080522
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
527,666
Nodes
527,666
Edges
941,442 (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
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, 8.2 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 (73,417 rows), edges (941,448 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 080522 [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 080522. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →