YouTube Snapshot 0513

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 14 May 2007 to 14 May 2007 (the log's title line reads 'normal crawl'). It started from 238 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 67,370 videos the crawl visited (238 at depth 0, 1,594 at depth 1, 8,722 at depth 2, 56,816 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 (1,315,004 links from 66,655 videos, with the position in the list as rank). The links lead to 691,694 distinct videos, of which 624,396 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 691,766 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

691.8K
Nodes
1.3M
Edges
2.75e-06
Density
8
Components
0.0127
Assortativity
13.1%
Reciprocity
474.7K
Bridges
Most central nodes
cQ25-glGRzI0.00022
iZXIIsAISOY0.00017
GgRedHE2YOk0.00016
hJQ_4J3DaAk0.00016
5hX66XTGDnw0.00016
y8h75IIXsCc0.00015
k26j8D5Es5I0.00015
UjJGrflkGGA0.00014
bhcA4Ry65FU0.00014
N2pcVtVrppY0.00014
Content metrics

67,280 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 671.425 ± 128.821
min 0max 818
lengthμ 329.995 ± 33.1K
min 0max 8.6M
viewsμ 6K ± 30.6K
min 0max 5.7M
rateavg 3.50 / 5
0std 1.915
ratingsμ 14.894 ± 53.479
min 0max 4.5K
commentsμ 9.643 ± 35.75
min -150max 2.8K

Record

Catalog key
youtube-sfu-0513
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
691,766
Nodes
691,766
Edges
1,315,004 (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, 10.4 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 (67,370 rows), edges (1,315,004 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 0513 [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 0513. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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