YouTube Snapshot 0325

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 25 March 2007 to 26 March 2007 (the log's title line reads 'normal crawl'). It started from 253 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 62,327 videos the crawl visited (253 at depth 0, 1,652 at depth 1, 8,719 at depth 2, 51,703 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 (1,141,901 links from 59,877 videos, with the position in the list as rank). The links lead to 532,621 distinct videos, of which 470,346 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 532,669 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

532.7K
Nodes
1.1M
Edges
4.02e-06
Density
6
Components
0.03325
Assortativity
12.4%
Reciprocity
360.1K
Bridges
Most central nodes
82WMNuQFO8I0.0004
44eJ9cvu1iw0.00038
Aru3edNrD2k0.00037
MTVR_f-6-uw0.00036
cIWpBRm-k3I0.0003
VfNxQZYflKk0.0003
DttxKIA_AxU0.00029
c9d27nxSH4k0.00028
1SpanbKnMFI0.00025
_v6eO0zuLho0.00024
Content metrics

62,216 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 631.883 ± 126.096
min 0max 768
lengthμ 203.262 ± 459.935
min 0max 92.2K
viewsμ 5.7K ± 38.5K
min 0max 7.5M
rateavg 3.43 / 5
0std 1.925
ratingsμ 16.151 ± 66.372
min 0max 4.7K
commentsμ 9.507 ± 51.923
min -15max 6.2K

Record

Catalog key
youtube-sfu-0325
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
532,669
Nodes
532,669
Edges
1,141,901 (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, 8.3 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 (62,327 rows), edges (1,141,901 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 0325 [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 0325. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →