YouTube Snapshot 0505

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 May 2007 to 5 May 2007 (the log's title line reads 'normal crawl'). It started from 227 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 62,203 videos the crawl visited (227 at depth 0, 1,523 at depth 1, 7,917 at depth 2, 52,536 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 (1,212,590 links from 61,343 videos, with the position in the list as rank). The links lead to 639,982 distinct videos, of which 577,839 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 640,041 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

640K
Nodes
1.2M
Edges
2.96e-06
Density
3
Components
0.00764
Assortativity
13.8%
Reciprocity
439.9K
Bridges
Most central nodes
iIl-TypYe3E0.00031
RN_mgBotesM0.00029
w925EKIoV240.00026
oZh-jBJrjcI0.00024
TrDDhTPrLCA0.00024
t0Nxmr2UQBQ0.00023
cQ25-glGRzI0.00021
J4tdWErpwn00.0002
oLl-hDEJYRA0.0002
HMFpbACdUKQ0.00019
Content metrics

62,101 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 663.946 ± 132.853
min 0max 809
lengthμ 205.314 ± 191.963
min 0max 9.6K
viewsμ 6.5K ± 23.4K
min 0max 1.9M
rateavg 3.54 / 5
0std 1.865
ratingsμ 16.804 ± 52.815
min 0max 2.2K
commentsμ 10.474 ± 35.967
min -17max 2.9K

Record

Catalog key
youtube-sfu-0505
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
640,041
Nodes
640,041
Edges
1,212,590 (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, 9.6 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 (62,203 rows), edges (1,212,590 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 0505 [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 0505. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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