YouTube Snapshot 080627

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 27 June 2008 to 28 June 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 65,906 videos the crawl visited (182 at depth 0, 1,781 at depth 1, 9,970 at depth 2, 53,973 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 (824,507 links from 41,250 videos, with the position in the list as rank). The links lead to 444,216 distinct videos, of which 378,443 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 444,332 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

444.3K
Nodes
824.5K
Edges
4.18e-06
Density
5
Components
-0.00082
Assortativity
16.0%
Reciprocity
314.5K
Bridges
Most central nodes
ZPaMdxC6CQI0.00024
06Ygu32BZfI0.00019
_d8nWIqxo0U0.00017
ovjAuBuepVA0.00017
T41i7XnwRW00.00016
pvCaZeuaAbw0.00016
6JKJXWO6yF80.00015
aTYEIBK5X1o0.00015
eVExfTxg5is0.00015
E1fOa5ufPmc0.00014
Content metrics

65,799 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 1K ± 230.5
min 0max 1.2K
lengthμ 211.82 ± 198.09
min 0max 8.1K
viewsμ 11.9K ± 58.4K
min 0max 9.9M
rateavg 3.89 / 5
0std 1.645
ratingsμ 27.654 ± 150.387
min 0max 24.6K
commentsμ 24.467 ± 121.596
min -5max 12.6K

Record

Catalog key
youtube-sfu-080627
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
444,332
Nodes
444,332
Edges
824,506 (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, 7.1 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 (65,906 rows), edges (824,507 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 080627 [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 080627. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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