YouTube Snapshot 080504

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 4 May 2008 to 4 May 2008 (the log's title line reads 'BFS crawl'). It started from 175 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 69,169 videos the crawl visited (175 at depth 0, 1,451 at depth 1, 9,358 at depth 2, 58,185 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 (901,845 links from 46,530 videos, with the position in the list as rank). The links lead to 491,272 distinct videos, of which 422,234 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#Sfu youtube#Video metadata#View count

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 491,355 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

491.4K
Nodes
901.8K
Edges
3.74e-06
Density
5
Components
-0.04232
Assortativity
15.8%
Reciprocity
352.5K
Bridges
Most central nodes
g50vzZzAja00.00026
TB4loah_sXw0.00023
nL49yZNE4yk0.00021
b3c32wBYdU00.00016
6-cPi-0fz9k0.00015
__JHuo_GooI0.00015
nssrqK-0VUg0.00015
DggRRCqEiKw0.00015
Y31bLB1C3Fo0.00015
vhgzIM-9lfA0.00015
Content metrics

69,101 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 927.125 ± 213.034
min 0max 1.2K
lengthμ 206.03 ± 219.613
min 0max 13K
viewsμ 18.1K ± 64.2K
min 0max 3.5M
rateavg 3.83 / 5
0std 1.675
ratingsμ 33.429 ± 127.843
min 0max 9.4K
commentsμ 30.231 ± 153.273
min -10max 21.9K

Record

Catalog key
youtube-sfu-080504
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
491,355
Nodes
491,355
Edges
901,844 (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, 7.7 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 (69,169 rows), edges (901,845 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 080504 [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 080504. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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