YouTube Snapshot 0305

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 5 March 2007 to 6 March 2007 (the log's title line reads 'normal crawl'). It started from 210 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 65,754 videos the crawl visited (210 at depth 0, 1,406 at depth 1, 8,118 at depth 2, 56,020 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 (1,260,649 links from 64,383 videos, with the position in the list as rank). The links lead to 554,205 distinct videos, of which 488,494 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 554,244 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

554.2K
Nodes
1.3M
Edges
4.10e-06
Density
7
Components
0.03235
Assortativity
13.9%
Reciprocity
370.7K
Bridges
Most central nodes
22uYDgZXoJQ0.00028
nypYVhnGbcQ0.00025
5FQN_MYRm4U0.00024
9nbeqmXEbj80.00023
70_vTUs1WnE0.00022
FV2gsdIRiic0.00021
ld79BPQxIWg0.00021
mV8Ac2iKmVg0.0002
jLDOyxCDCtg0.0002
uBDXh1nHIUg0.0002
Content metrics

65,652 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 607.441 ± 120.001
min 0max 748
lengthμ 343.292 ± 32.6K
min 0max 8.4M
viewsμ 6.6K ± 36.1K
min 0max 4.2M
rateavg 3.45 / 5
0std 1.935
ratingsμ 17.865 ± 117.756
min 0max 14.1K
commentsμ 9.622 ± 61.342
min -16max 7.6K

Record

Catalog key
youtube-sfu-0305
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
554,244
Nodes
554,244
Edges
1,260,649 (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, 8.9 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 (65,754 rows), edges (1,260,649 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 0305 [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 0305. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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