YouTube Snapshot 080331

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 31 March 2008 to 1 April 2008 (the log's title line reads 'BFS crawl'). It started from 185 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 150,382 videos the crawl visited (185 at depth 0, 2,215 at depth 1, 17,469 at depth 2, 130,513 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 (2,057,770 links from 106,757 videos, with the position in the list as rank). The links lead to 998,848 distinct videos, of which 848,609 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#Recommendation graph#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 998,958 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

999K
Nodes
2.1M
Edges
2.06e-06
Density
4
Components
-0.04661
Assortativity
19.9%
Reciprocity
667.3K
Bridges
Most central nodes
Tx1XIm6q4r40.00019
c-MlJ8KLzEY0.00018
jPu7jGn6EG00.00016
KiR838VOCrA0.00016
-xEzGIuY7kw0.00015
HYokLWfqbaU0.00014
rZyeoKr9kG00.00013
2RlG3-tcMoM0.00013
-9ao_vOsZkg0.00012
-ngwDCCOSNE0.00012
Content metrics

149,933 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 867.473 ± 218.513
min 0max 1.1K
lengthμ 258.45 ± 21.6K
min 0max 8.4M
viewsμ 42.2K ± 163.5K
min 0max 10.8M
rateavg 4.01 / 5
0std 1.435
ratingsμ 77.944 ± 381.4
min 0max 63.7K
commentsμ 66.906 ± 304.058
min -5max 30.4K

Record

Catalog key
youtube-sfu-080331
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
998,958
Nodes
998,958
Edges
2,057,770 (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
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, 17.2 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 (150,382 rows), edges (2,057,770 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 080331 [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 080331. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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