YouTube Snapshot 080705

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 5 July 2008 to 6 July 2008 (the log's title line reads 'BFS crawl'). It started from 174 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 51,555 videos the crawl visited (174 at depth 0, 1,558 at depth 1, 8,243 at depth 2, 41,580 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 (622,451 links from 31,147 videos, with the position in the list as rank). The links lead to 347,132 distinct videos, of which 295,709 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 347,229 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

347.2K
Nodes
622.5K
Edges
5.16e-06
Density
6
Components
0.00456
Assortativity
15.0%
Reciprocity
250.4K
Bridges
Most central nodes
ScXLHgPcZuc0.00069
kwjI2Y2e3Qs0.00036
Hr0Wv5DJhuk0.00031
W53W_zOwG4k0.00027
aLrzuMUKdGU0.00022
C_-NEBvaJHM0.00022
_5or9EClAdM0.00021
1y5oPQwS8cM0.0002
IZiFY_35c0I0.0002
eP4o_g9iZYs0.0002
Content metrics

51,513 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 225.5
min 0max 1.2K
lengthμ 215.413 ± 347.513
min 0max 66.6K
viewsμ 11K ± 38.6K
min 0max 2.1M
rateavg 3.88 / 5
0std 1.665
ratingsμ 25.477 ± 90.115
min 0max 5.5K
commentsμ 23.526 ± 91.938
min 0max 5.1K

Record

Catalog key
youtube-sfu-080705
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
347,229
Nodes
347,229
Edges
622,451 (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, 5.5 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 (51,555 rows), edges (622,451 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 080705 [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 080705. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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