YouTube Snapshot 080514

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 14 May 2008 to 15 May 2008 (the log's title line reads 'BFS crawl'). It started from 179 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 89,824 videos the crawl visited (179 at depth 0, 2,042 at depth 1, 12,916 at depth 2, 74,687 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 (1,106,652 links from 57,073 videos, with the position in the list as rank). The links lead to 592,191 distinct videos, of which 502,497 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 592,309 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

592.3K
Nodes
1.1M
Edges
3.15e-06
Density
6
Components
-0.04584
Assortativity
15.4%
Reciprocity
420.9K
Bridges
Most central nodes
WZccz5cy3ks0.00039
pY8jaGs7xJ00.00021
FArZxLj6DLk0.00019
WGOohBytKTU0.00019
VngJrAIzFNE0.00017
GI_Zex4YH8o0.00017
KzOxuEXboHk0.00016
jGdXcitOUzY0.00016
ldjnUYEeDu00.00016
KvSoDklIsSs0.00015
Content metrics

89,701 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 914.554 ± 212.726
min 0max 1.2K
lengthμ 198.76 ± 197.706
min 0max 9.1K
viewsμ 17.6K ± 65.4K
min 0max 7.4M
rateavg 3.73 / 5
0std 1.745
ratingsμ 30.253 ± 114.023
min 0max 9.9K
commentsμ 24.919 ± 95.493
min -3max 9.8K

Record

Catalog key
youtube-sfu-080514
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
592,309
Nodes
592,309
Edges
1,106,639 (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, 9.6 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 (89,824 rows), edges (1,106,652 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 080514 [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 080514. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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