YouTube Snapshot 080723

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 23 July 2008 to 23 July 2008 (the log's title line reads 'BFS crawl'). It started from 182 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 50,290 videos the crawl visited (182 at depth 0, 1,528 at depth 1, 7,840 at depth 2, 40,740 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 (623,810 links from 31,214 videos, with the position in the list as rank). The links lead to 372,027 distinct videos, of which 321,878 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 372,125 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

372.1K
Nodes
623.8K
Edges
4.50e-06
Density
7
Components
0.00942
Assortativity
12.2%
Reciprocity
275.8K
Bridges
Most central nodes
COPonjvu4a00.00026
hY1rbOM7vbg0.00025
7qIDc4N0o5M0.00021
LIA8uaYLXqM0.00016
4mqbZ5LPA3c0.00016
UsY-Iu8QsqA0.00015
jX65LQsIY3M0.00015
43eTLCdEXNs0.00015
WaIR9dAZRR00.00015
AZD5zOoZ6xk0.00014
Content metrics

50,216 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 235.2
min 0max 1.3K
lengthμ 213.292 ± 248.57
min 0max 15.5K
viewsμ 12.6K ± 38.4K
min 0max 1.8M
rateavg 3.92 / 5
0std 1.615
ratingsμ 25.964 ± 85.055
min 0max 3.7K
commentsμ 21.963 ± 94.289
min -2max 10K

Record

Catalog key
youtube-sfu-080723
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
372,125
Nodes
372,125
Edges
623,790 (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, 5.6 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 (50,290 rows), edges (623,810 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 080723 [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 080723. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →