YouTube Snapshot 080512

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 12 May 2008 to 13 May 2008 (the log's title line reads 'BFS crawl'). It started from 185 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 91,306 videos the crawl visited (185 at depth 0, 1,994 at depth 1, 12,551 at depth 2, 76,576 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 (1,146,505 links from 59,270 videos, with the position in the list as rank). The links lead to 621,671 distinct videos, of which 530,503 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 621,798 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

621.8K
Nodes
1.1M
Edges
2.97e-06
Density
6
Components
-0.03136
Assortativity
15.8%
Reciprocity
439.5K
Bridges
Most central nodes
Ap3LOsLsgCY0.00022
50Pb7RImPV00.00017
E1fOa5ufPmc0.00015
0B-d-782zjU0.00015
t9n1H6bn5F00.00014
KdQA6mC3ZWI0.00014
pNkJYYCNzqQ0.00014
2PWfB4lurT40.00013
4Y-62Ti5_6s0.00013
P4MbD6CRTG80.00012
Content metrics

91,149 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 917.958 ± 214.556
min 0max 1.2K
lengthμ 212.566 ± 192.721
min 0max 7.3K
viewsμ 19.7K ± 69.9K
min 0max 7.5M
rateavg 3.93 / 5
0std 1.605
ratingsμ 33.902 ± 117.654
min 0max 6.1K
commentsμ 27.571 ± 136.777
min -4max 20.5K

Record

Catalog key
youtube-sfu-080512
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
621,798
Nodes
621,798
Edges
1,146,464 (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, 9.9 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 (91,306 rows), edges (1,146,505 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 080512 [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 080512. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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