YouTube Snapshot 080727

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 28 July 2008 to 28 July 2008 (the log's title line reads 'BFS crawl'). It started from 182 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 60,205 videos the crawl visited (182 at depth 0, 2,043 at depth 1, 9,618 at depth 2, 48,362 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 (710,000 links from 35,527 videos, with the position in the list as rank). The links lead to 385,471 distinct videos, of which 325,396 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 385,586 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

385.6K
Nodes
710K
Edges
4.78e-06
Density
3
Components
0.00921
Assortativity
16.8%
Reciprocity
274.4K
Bridges
Most central nodes
ILGI5CILN3M0.0005
YbCltNe__8w0.00034
MzJB6pIavZ00.00034
7DxV1rRAxd80.0003
cWFkRQr5gcQ0.0003
H97Sh817UdA0.00027
P4mMed_-6EY0.00026
vw5U0qrLXfU0.00026
EGgZnBxOvbc0.00025
MsfIv7ZH9VY0.00022
Content metrics

60,152 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 221.8
min 0max 1.3K
lengthμ 224.418 ± 220.651
min 0max 5.4K
viewsμ 10.9K ± 38.8K
min 0max 3.3M
rateavg 3.83 / 5
0std 1.725
ratingsμ 21.638 ± 87.339
min 0max 10.5K
commentsμ 19.488 ± 109.833
min -10max 13.2K

Record

Catalog key
youtube-sfu-080727
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
385,586
Nodes
385,586
Edges
709,995 (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, 6.2 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 (60,205 rows), edges (710,000 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 080727 [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 080727. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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