YouTube Snapshot 080621

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 21 June 2008 to 21 June 2008 (the log's title line reads 'BFS crawl'). It started from 179 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 55,535 videos the crawl visited (179 at depth 0, 1,542 at depth 1, 8,552 at depth 2, 45,262 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 (710,335 links from 35,554 videos, with the position in the list as rank). The links lead to 387,840 distinct videos, of which 332,451 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 387,953 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

388K
Nodes
710.3K
Edges
4.72e-06
Density
5
Components
0.00407
Assortativity
15.3%
Reciprocity
277K
Bridges
Most central nodes
3adCzoQcZps0.00045
J9rW1OPExpc0.00036
L0Cx28AtvYY0.00031
OicWhk1WEsE0.00027
MTQ3gh6I1oU0.00025
h_vHHOokS_c0.00023
VltJf7rZ8x40.00021
scDHIVsK2TI0.00021
LXWGMaVM0Ns0.0002
mM3shZ0PzsI0.0002
Content metrics

55,428 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 991.454 ± 227.096
min 0max 1.2K
lengthμ 267.945 ± 11.6K
min 0max 2.7M
viewsμ 12K ± 49.5K
min 0max 5.9M
rateavg 3.92 / 5
0std 1.625
ratingsμ 26.604 ± 101.788
min 0max 8.2K
commentsμ 23.617 ± 101.723
min -2max 9.1K

Record

Catalog key
youtube-sfu-080621
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
387,953
Nodes
387,953
Edges
710,319 (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, 6.1 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 (55,535 rows), edges (710,335 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 080621 [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 080621. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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