YouTube Snapshot 0502

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 2 May 2007 to 3 May 2007 (the log's title line reads 'normal crawl'). It started from 236 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 116,900 videos the crawl visited (236 at depth 0, 1,887 at depth 1, 11,511 at depth 2, 25,604 at depth 3; 77,662 in the file 3a with no depth; 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 (1,260,800 links from 38,696 videos, with the position in the list as rank). The links lead to 430,503 distinct videos, of which 339,281 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 430,574 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

430.6K
Nodes
762.8K
Edges
4.11e-06
Density
7
Components
0.01181
Assortativity
11.5%
Reciprocity
310.8K
Bridges
Most central nodes
cQ25-glGRzI0.00048
JJq51JQ5pi00.00025
3vGlshcQehs0.0002
_O_5ef49N5I0.00019
cjviiy5RcqE0.00018
x5aBEUDU_hw0.00017
0fp5z3gf2e00.00017
ApEJwVB_SfM0.00017
VyKNTP1QbX40.00017
hkVioMTgJxQ0.00016
Content metrics

39,147 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 669.863 ± 130.316
min 0max 806
lengthμ 209.649 ± 2.7K
min 0max 537.1K
viewsμ 5K ± 18.3K
min 0max 692.6K
rateavg 3.36 / 5
0std 1.965
ratingsμ 13.766 ± 46.729
min 0max 2.3K
commentsμ 8.996 ± 35.85
min -9max 2.9K

Record

Catalog key
youtube-sfu-0502
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
430,574
Nodes
430,574
Edges
762,840 (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, 10.5 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 (116,900 rows), edges (1,260,800 rows), snapshots (1 rows).
Structure
Multigraph (repeated links)

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 0502 [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 0502. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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