YouTube Snapshot 0410

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 10 April 2007 to 12 April 2007 (the log's title line reads 'normal crawl'). It started from 391 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 206,590 videos the crawl visited (391 at depth 0, 5,148 at depth 1, 47,116 at depth 2, 153,935 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 (3,916,266 links from 198,503 videos, with the position in the list as rank). The links lead to 1,568,269 distinct videos, of which 1,361,733 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 graph#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 1,568,317 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.6M
Nodes
3.9M
Edges
1.59e-06
Density
4
Components
0.02161
Assortativity
13.5%
Reciprocity
982.2K
Bridges
Most central nodes
BS3tdgmz-dE0.00045
8uvFnmpuMqo0.0004
R3WJzGy-Qg00.00033
uK2zrGuirVY0.0003
tm2i8v-nnVc0.00029
cMUKkmERKz40.00028
SYUfySFQw9Y0.00028
3WmUxxB8gts0.00027
3iC4Thw4gcU0.00027
_KOqqWJa2180.00026
Content metrics

202,320 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 619.416 ± 134.32
min 0max 784
lengthμ 234.133 ± 337.667
min 0max 53K
viewsμ 22.5K ± 202.4K
min 0max 46M
rateavg 3.68 / 5
0std 1.735
ratingsμ 66.892 ± 702.762
min 0max 144.4K
commentsμ 35.335 ± 288.167
min -32max 50.9K

Record

Catalog key
youtube-sfu-0410
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
1,568,317
Nodes
1,568,317
Edges
3,916,266 (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, 28.2 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 (206,590 rows), edges (3,916,266 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 0410 [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 0410. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →