YouTube Snapshot 080725

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 July 2008 to 26 July 2008 (the log's title line reads 'BFS crawl'). It started from 210 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 78,680 videos the crawl visited (210 at depth 0, 2,180 at depth 1, 12,036 at depth 2, 64,254 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 (990,681 links from 49,576 videos, with the position in the list as rank). The links lead to 517,169 distinct videos, of which 438,597 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 metadata

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 517,269 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

517.3K
Nodes
990.7K
Edges
3.70e-06
Density
3
Components
-0.00576
Assortativity
17.9%
Reciprocity
361.8K
Bridges
Most central nodes
U5nYstoyfOM0.00026
Q-9ry38AhbU0.00025
E4blSrZvPhU0.00023
9Fx195ph8BM0.00021
CAqfeYvephI0.00019
xpcUxwpOQ_A0.00019
XyzB16st8wM0.00019
OC7AQ9HqmMI0.00017
mttaNP-Oae40.00017
G_inMOZ8zPU0.00016
Content metrics

78,441 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 233.5
min 0max 1.3K
lengthμ 220.69 ± 271.75
min 0max 46.2K
viewsμ 12.8K ± 49K
min 0max 6.4M
rateavg 3.85 / 5
0std 1.695
ratingsμ 26.57 ± 101.886
min 0max 7.7K
commentsμ 23.279 ± 196.95
min -9max 46.7K

Record

Catalog key
youtube-sfu-080725
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
517,269
Nodes
517,269
Edges
990,675 (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, 8.4 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 (78,680 rows), edges (990,681 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 080725 [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 080725. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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