YouTube Snapshot 080416

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 16 April 2008 to 16 April 2008 (the log's title line reads 'BFS crawl'). It started from 180 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 101,249 videos the crawl visited (180 at depth 0, 2,091 at depth 1, 13,623 at depth 2, 85,355 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 (1,368,584 links from 70,959 videos, with the position in the list as rank). The links lead to 694,805 distinct videos, of which 593,680 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 694,914 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

694.9K
Nodes
1.4M
Edges
2.83e-06
Density
3
Components
-0.02359
Assortativity
18.2%
Reciprocity
484.7K
Bridges
Most central nodes
86auU6AluuM0.00037
DRk0Njz9UjU0.00036
SVA5s-oo6PM0.00035
-6kNZe3Fpyc0.00034
eBn73Ehvm_00.00034
KMP8OSWGcss0.00032
lkRUawKehLA0.00031
UheCchftswc0.0003
TKg_cdwq9l40.0003
Q5im0Ssyyus0.00027
Content metrics

101,151 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 889.062 ± 212.134
min 0max 1.2K
lengthμ 209.77 ± 189.494
min 0max 7.3K
viewsμ 27.8K ± 117.9K
min 0max 18.3M
rateavg 4.00 / 5
0std 1.515
ratingsμ 51.73 ± 228.015
min 0max 34.6K
commentsμ 42.038 ± 207.669
min -9max 33.4K

Record

Catalog key
youtube-sfu-080416
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
694,914
Nodes
694,914
Edges
1,368,581 (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, 11.4 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 (101,249 rows), edges (1,368,584 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 080416 [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 080416. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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