YouTube Snapshot 0320

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 21 March 2007 to 21 March 2007 (the log's title line reads 'normal crawl'). It started from 223 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 45,239 videos the crawl visited (223 at depth 0, 1,305 at depth 1, 6,067 at depth 2, 37,644 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 (830,991 links from 43,621 videos, with the position in the list as rank). The links lead to 396,290 distinct videos, of which 351,115 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#Sfu youtube#Video metadata#View count

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 396,349 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

396.3K
Nodes
831K
Edges
5.29e-06
Density
12
Components
0.03008
Assortativity
12.2%
Reciprocity
271.3K
Bridges
Most central nodes
Q1LyHZXgO3E0.00061
YJZuxzjIGmY0.00034
xrmNDZZRyk40.00031
HB7dwlr4PYs0.00031
2T3vHJkBg7g0.00028
GHUU-6sm3ns0.00028
GHrLB_mlir40.00028
aUDiKoFGPbU0.00027
1SpanbKnMFI0.00027
PP2JZGTPbKM0.00026
Content metrics

45,176 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 625.546 ± 121.341
min 0max 763
lengthμ 203.742 ± 330.997
min 0max 34.6K
viewsμ 5K ± 23.2K
min 0max 2M
rateavg 3.35 / 5
0std 1.975
ratingsμ 13.976 ± 82.361
min 0max 10.6K
commentsμ 7.897 ± 36.17
min -112max 2.7K

Record

Catalog key
youtube-sfu-0320
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
396,349
Nodes
396,349
Edges
830,991 (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, 6.0 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 (45,239 rows), edges (830,991 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 0320 [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 0320. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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