YouTube Snapshot 080717

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 17 July 2008 to 18 July 2008 (the log's title line reads 'BFS crawl'). It started from 187 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 48,884 videos the crawl visited (187 at depth 0, 1,421 at depth 1, 7,552 at depth 2, 39,724 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 (570,756 links from 28,566 videos, with the position in the list as rank). The links lead to 332,713 distinct videos, of which 283,972 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 332,797 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

332.8K
Nodes
570.8K
Edges
5.15e-06
Density
4
Components
0.00833
Assortativity
12.7%
Reciprocity
244.2K
Bridges
Most central nodes
HrLJ6Saq7u40.00024
KyI7R1M2lt40.00024
l--UJwBFCV00.00023
IgFwiCApH7E0.00022
DNdHkkaBves0.00022
Sal-bp_ciC40.0002
VajEefVyFu40.0002
JKwoJTVz3rc0.00019
UP26cYNMSZ40.00019
7O-ehPDY2Ek0.00019
Content metrics

48,842 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 222.5
min 0max 1.2K
lengthμ 370.86 ± 31.9K
min 0max 7M
viewsμ 10.5K ± 48.9K
min 0max 7.3M
rateavg 3.95 / 5
0std 1.625
ratingsμ 24.761 ± 101.523
min 0max 11.3K
commentsμ 20.84 ± 81.465
min -20max 6.9K

Record

Catalog key
youtube-sfu-080717
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
332,797
Nodes
332,797
Edges
570,755 (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, 5.2 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 (48,884 rows), edges (570,756 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 080717 [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 080717. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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