YouTube Snapshot 080715

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 15 July 2008 to 16 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 54,075 videos the crawl visited (182 at depth 0, 1,774 at depth 1, 8,740 at depth 2, 43,379 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 (602,777 links from 30,169 videos, with the position in the list as rank). The links lead to 352,743 distinct videos, of which 298,806 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 graph#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 352,859 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

352.9K
Nodes
602.8K
Edges
4.84e-06
Density
7
Components
-0.00994
Assortativity
12.5%
Reciprocity
260.4K
Bridges
Most central nodes
kfMnM5Y2rw80.00036
oiZCcEXxMK80.00036
Jd7TYALipCE0.00033
3cWU-M9EpEg0.00028
_ephE0HMts00.00026
30xDlNHanLE0.00024
kTH7mj2PeQA0.00023
3z_AOjEMZzQ0.00022
IV3SAD45PmE0.00022
dlf1TXLyCA00.00022
Content metrics

54,024 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 221.3
min 0max 1.2K
lengthμ 214.732 ± 189.154
min 0max 9.9K
viewsμ 10.5K ± 34.9K
min 0max 1.8M
rateavg 3.83 / 5
0std 1.675
ratingsμ 24.768 ± 87.359
min 0max 6.3K
commentsμ 23.158 ± 88.194
min 0max 6.1K

Record

Catalog key
youtube-sfu-080715
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
352,859
Nodes
352,859
Edges
602,774 (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, 5.5 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 (54,075 rows), edges (602,777 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 080715 [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 080715. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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