YouTube Snapshot 0428

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 28 April 2007 to 28 April 2007 (the log's title line reads 'normal crawl'). It started from 216 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 71,794 videos the crawl visited (216 at depth 0, 1,672 at depth 1, 8,991 at depth 2, 60,915 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 (1,397,970 links from 70,953 videos, with the position in the list as rank). The links lead to 742,899 distinct videos, of which 671,161 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#Recommendation graph#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 742,952 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

743K
Nodes
1.4M
Edges
2.53e-06
Density
3
Components
0.01646
Assortativity
12.5%
Reciprocity
516.3K
Bridges
Most central nodes
cQ25-glGRzI0.00025
hAkmUL-ixM80.00021
k7zzbB17Fvo0.00018
5P6UU6m3cqk0.00018
tvkh29RKFRY0.00017
Fxi9l7gBc0Q0.00015
YNLBCrdeagQ0.00013
2imwJKq674c0.00013
OrBbGv2_j2A0.00013
1OALAC1AwMA0.00013
Content metrics

71,715 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 661.01 ± 127.031
min 0max 802
lengthμ 547.439 ± 30.6K
min 0max 5.2M
viewsμ 5.8K ± 22K
min 0max 1.3M
rateavg 3.45 / 5
0std 1.935
ratingsμ 15.216 ± 55.361
min 0max 4.1K
commentsμ 9.041 ± 31.659
min -35max 2.9K

Record

Catalog key
youtube-sfu-0428
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
742,952
Nodes
742,952
Edges
1,397,970 (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
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, 11.1 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 (71,794 rows), edges (1,397,970 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 0428 [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 0428. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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