YouTube Snapshot 0313

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 13 March 2007 to 14 March 2007 (the log's title line reads 'normal crawl'). It started from 296 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 118,156 videos the crawl visited (296 at depth 0, 2,594 at depth 1, 14,884 at depth 2, 100,382 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 (2,254,098 links from 115,228 videos, with the position in the list as rank). The links lead to 983,035 distinct videos, of which 864,945 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 983,095 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

983.1K
Nodes
2.3M
Edges
2.33e-06
Density
3
Components
0.02812
Assortativity
13.0%
Reciprocity
640.7K
Bridges
Most central nodes
1SpanbKnMFI0.00026
PP2JZGTPbKM0.00025
hQSTvkvZmtM0.00025
2AtDZPZ831M0.00024
vaHefRhoHDA0.00023
36tfmRzQ_gc0.00022
rZQokqLNe_Y0.00021
rQI-Wiji98k0.0002
OVxt5XL23wY0.00019
OQa2bqbVzuk0.00019
Content metrics

117,752 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 617.18 ± 122.095
min 0max 756
lengthμ 210.654 ± 320.06
min 0max 71.6K
viewsμ 6K ± 28.4K
min 0max 3.2M
rateavg 3.43 / 5
0std 1.935
ratingsμ 17.047 ± 86.176
min 0max 10.4K
commentsμ 9.615 ± 59.959
min -61max 12.3K

Record

Catalog key
youtube-sfu-0313
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
983,095
Nodes
983,095
Edges
2,254,098 (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, 16.0 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 (118,156 rows), edges (2,254,098 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 0313 [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 0313. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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