YouTube Snapshot 080327

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 27 March 2008 to 28 March 2008 (the log's title line reads 'BFS crawl (First Time)'). It started from 254 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 310,005 videos the crawl visited (254 at depth 0, 4,100 at depth 1, 36,426 at depth 2, 269,225 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 (4,444,600 links from 233,110 videos, with the position in the list as rank). The links lead to 1,767,051 distinct videos, of which 1,457,181 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 metadata

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,767,162 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.8M
Nodes
4.4M
Edges
1.42e-06
Density
1
Components
-0.06894
Assortativity
25.3%
Reciprocity
1.1M
Bridges
Most central nodes
8JUvbJekM880.00023
x9QNKB34cJo0.00022
xsRWpK4pf900.0002
LTxO_pgMqys0.00018
-ZBoPlCzuRY0.00018
sLGLum5SyKQ0.00017
fmHpPJMB97c0.00016
wKsoXHYICqU0.00016
Qit3ALTelOo0.00016
jjXyqcx-mYY0.00015
Content metrics

309,314 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 866.456 ± 216.418
min 0max 1.1K
lengthμ 223.463 ± 4.2K
min 0max 1.6M
viewsμ 122K ± 705.5K
min 0max 79.9M
rateavg 4.06 / 5
0std 1.355
ratingsμ 274.655 ± 1.9K
min 0max 329.1K
commentsμ 229.183 ± 1.7K
min -55max 259.7K

Record

Catalog key
youtube-sfu-080327
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
1,767,162
Nodes
1,767,162
Edges
4,444,600 (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, 36.3 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 (310,005 rows), edges (4,444,600 rows), snapshots (1 rows).

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 080327 [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 080327. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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