YouTube Snapshot 080703

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 3 July 2008 to 4 July 2008 (the log's title line reads 'BFS crawl'). It started from 186 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 58,144 videos the crawl visited (186 at depth 0, 1,733 at depth 1, 9,382 at depth 2, 46,843 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 (675,259 links from 33,799 videos, with the position in the list as rank). The links lead to 386,311 distinct videos, of which 328,318 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 386,428 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

386.4K
Nodes
675.3K
Edges
4.52e-06
Density
8
Components
0.00644
Assortativity
14.1%
Reciprocity
281.1K
Bridges
Most central nodes
_sV6Dy8S9o80.00037
rZQQgvhn4jg0.00023
EmQKwDeCGUk0.00019
OD8qSmkdqJM0.00018
zcu7BVG7JE40.00018
LvdJHBpmq8c0.00017
LNEsCnMypKY0.00017
ScXLHgPcZuc0.00017
wthdT4uL_qw0.00017
LsBV8Rdab200.00016
Content metrics

58,063 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 985.658 ± 223.242
min 0max 1.2K
lengthμ 210.35 ± 196.679
min 0max 6.7K
viewsμ 11K ± 42.1K
min 0max 3.6M
rateavg 3.85 / 5
0std 1.675
ratingsμ 24.405 ± 90.505
min 0max 5.2K
commentsμ 21.882 ± 89.217
min -6max 9.6K

Record

Catalog key
youtube-sfu-080703
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
386,428
Nodes
386,428
Edges
675,257 (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, 6.0 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 (58,144 rows), edges (675,259 rows), snapshots (1 rows).
Structure
Multigraph (repeated links)

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 080703 [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 080703. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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