YouTube Snapshot 080625

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 June 2008 to 26 June 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 53,232 videos the crawl visited (174 at depth 0, 1,614 at depth 1, 8,545 at depth 2, 42,899 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 (645,238 links from 32,292 videos, with the position in the list as rank). The links lead to 376,903 distinct videos, of which 323,805 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 377,012 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

377K
Nodes
645.2K
Edges
4.54e-06
Density
2
Components
0.00968
Assortativity
13.3%
Reciprocity
278K
Bridges
Most central nodes
IibOsWpoVFw0.00024
P7kDwXgiHwA0.00023
eAejKXtGkwg0.00022
xVQGCUGe-eY0.0002
_a5k4HfHij00.0002
PKmEqc-TRkw0.00019
x8zPrNllekA0.00019
Q8PPh-C9pRU0.00018
u-HHWMSE_1g0.00018
oz1ysJMoBv80.00017
Content metrics

53,165 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 992.204 ± 218.609
min 0max 1.2K
lengthμ 211.311 ± 217.556
min 0max 12K
viewsμ 11.7K ± 42.7K
min 0max 2.7M
rateavg 3.84 / 5
0std 1.655
ratingsμ 25.945 ± 86.443
min 0max 6.6K
commentsμ 24.452 ± 106.965
min -61max 12.7K

Record

Catalog key
youtube-sfu-080625
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
377,012
Nodes
377,012
Edges
645,237 (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, 5.8 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 (53,232 rows), edges (645,238 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 080625 [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 080625. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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