YouTube Snapshot 0413

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 13 April 2007 to 14 April 2007 (the log's title line reads 'normal crawl'). It started from 245 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 83,712 videos the crawl visited (245 at depth 0, 1,781 at depth 1, 10,799 at depth 2, 70,887 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 (1,607,219 links from 81,950 videos, with the position in the list as rank). The links lead to 772,532 distinct videos, of which 688,915 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 772,620 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

772.6K
Nodes
1.6M
Edges
2.69e-06
Density
4
Components
0.02547
Assortativity
12.4%
Reciprocity
526.7K
Bridges
Most central nodes
R3WJzGy-Qg00.00026
BS3tdgmz-dE0.00026
g4QCK5mdNiM0.00025
8uvFnmpuMqo0.00024
cMUKkmERKz40.00022
uK2zrGuirVY0.00021
SYUfySFQw9Y0.00021
07eEY0KbBKg0.0002
h1bOuCV2zmg0.0002
3iC4Thw4gcU0.0002
Content metrics

83,135 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 645.733 ± 125.88
min 0max 787
lengthμ 204.858 ± 278.707
min 0max 39.7K
viewsμ 4.3K ± 17.5K
min 0max 2M
rateavg 3.30 / 5
0std 1.995
ratingsμ 12.512 ± 46.556
min 0max 2.7K
commentsμ 7.561 ± 27.831
min -16max 1.9K

Record

Catalog key
youtube-sfu-0413
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
772,620
Nodes
772,620
Edges
1,607,219 (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, 11.7 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 (83,712 rows), edges (1,607,219 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 0413 [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 0413. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →