YouTube Snapshot 0316

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 16 March 2007 to 17 March 2007 (the log's title line reads 'normal crawl'). It started from 175 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 42,628 videos the crawl visited (175 at depth 0, 992 at depth 1, 5,614 at depth 2, 35,847 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 (785,781 links from 41,086 videos, with the position in the list as rank). The links lead to 392,370 distinct videos, of which 349,802 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 392,429 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

392.4K
Nodes
785.8K
Edges
5.10e-06
Density
13
Components
0.03356
Assortativity
11.9%
Reciprocity
275.6K
Bridges
Most central nodes
1SpanbKnMFI0.0003
tg92SzhpXjQ0.00029
OU0_fDRLjKs0.00028
PP2JZGTPbKM0.00028
2AtDZPZ831M0.00027
vaHefRhoHDA0.00027
36tfmRzQ_gc0.00027
KJKfHdcsums0.00025
lvoX1AqrELU0.00025
JbCvTD5szUg0.00025
Content metrics

42,503 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 621.823 ± 120.426
min 0max 759
lengthμ 205.297 ± 489.627
min 0max 92K
viewsμ 5.4K ± 24.5K
min 0max 2.8M
rateavg 3.40 / 5
0std 1.955
ratingsμ 15.332 ± 86.757
min 0max 11.9K
commentsμ 8.653 ± 56.16
min -160max 8.4K

Record

Catalog key
youtube-sfu-0316
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
392,429
Nodes
392,429
Edges
785,781 (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, 5.8 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 (42,628 rows), edges (785,781 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 0316 [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 0316. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →