YouTube Snapshot 080619

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 19 June 2008 to 20 June 2008 (the log's title line reads 'BFS crawl'). It started from 208 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 72,542 videos the crawl visited (208 at depth 0, 2,040 at depth 1, 11,158 at depth 2, 59,136 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 (865,092 links from 43,309 videos, with the position in the list as rank). The links lead to 489,068 distinct videos, of which 416,674 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 489,183 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

489.2K
Nodes
865K
Edges
3.61e-06
Density
2
Components
0.0051
Assortativity
13.8%
Reciprocity
353.8K
Bridges
Most central nodes
am5Y5Pvrb4M0.00024
lfpBS1y4nzs0.00024
-9ao_vOsZkg0.00022
gfnae8qMXy80.00021
hRa7tuzgy9Y0.0002
5RC8xkItGjc0.00019
FJJpEI-joL80.00017
Jwe6056i3rY0.00017
5axYHeG4Xeo0.00016
11uzc1qXyAA0.00015
Content metrics

72,362 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 997.674 ± 213.16
min 0max 1.2K
lengthμ 206.368 ± 174.399
min 0max 6.8K
viewsμ 10.9K ± 40.1K
min 0max 3M
rateavg 3.90 / 5
0std 1.625
ratingsμ 27.457 ± 90.44
min 0max 5.5K
commentsμ 24.815 ± 93.569
min -7max 8.3K

Record

Catalog key
youtube-sfu-080619
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
489,183
Nodes
489,183
Edges
865,041 (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, 7.7 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 (72,542 rows), edges (865,092 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 080619 [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 080619. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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