YouTube Snapshot 080518

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 18 May 2008 to 19 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 90,320 videos the crawl visited (179 at depth 0, 1,909 at depth 1, 12,654 at depth 2, 75,578 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 (1,123,656 links from 56,696 videos, with the position in the list as rank). The links lead to 617,249 distinct videos, of which 527,065 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 617,373 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

617.4K
Nodes
1.1M
Edges
2.95e-06
Density
3
Components
-0.00117
Assortativity
15.3%
Reciprocity
441.5K
Bridges
Most central nodes
5fUz6CxURag0.0002
PCR7WVYPpxI0.00014
v3ARyAb_1Bs0.00014
MH_s-OsEnmg0.00014
Vz8AuKmItwM0.00014
Tx1XIm6q4r40.00013
eorWhtV9Aqk0.00013
I87monp1DIo0.00013
M9eVjrSxYh00.00013
E1fOa5ufPmc0.00012
Content metrics

90,231 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 934.129 ± 216.585
min 0max 1.2K
lengthμ 255.267 ± 15.3K
min 0max 4.6M
viewsμ 16.7K ± 60.3K
min 0max 4.1M
rateavg 3.84 / 5
0std 1.655
ratingsμ 30.209 ± 112.627
min 0max 7.5K
commentsμ 25.813 ± 111.257
min -7max 12.4K

Record

Catalog key
youtube-sfu-080518
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
617,373
Nodes
617,373
Edges
1,123,650 (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, 9.8 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 (90,320 rows), edges (1,123,656 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 080518 [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 080518. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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