YouTube Snapshot 080418

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 18 April 2008 to 19 April 2008 (the log's title line reads 'BFS crawl'). It started from 224 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 114,269 videos the crawl visited (224 at depth 0, 2,315 at depth 1, 15,279 at depth 2, 96,451 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 (1,554,267 links from 80,317 videos, with the position in the list as rank). The links lead to 777,373 distinct videos, of which 663,223 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 777,473 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

777.5K
Nodes
1.6M
Edges
2.57e-06
Density
3
Components
-0.02411
Assortativity
16.9%
Reciprocity
534.3K
Bridges
Most central nodes
KMP8OSWGcss0.00045
lkRUawKehLA0.00038
VCfDLP1iJDQ0.00038
0rgQho8licc0.00035
p4-js6TKPBc0.00035
ODEuDejhsiw0.00034
zDHJ4ztnldQ0.00033
pwGLNbiw1gk0.00029
Ba3N_awXcow0.00025
kzkfsqL908c0.00025
Content metrics

114,041 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 916.233 ± 215.582
min 0max 1.2K
lengthμ 220.799 ± 199.899
min 0max 8.3K
viewsμ 25.9K ± 97.9K
min 0max 7.9M
rateavg 3.98 / 5
0std 1.545
ratingsμ 54.054 ± 196.411
min 0max 14.3K
commentsμ 43.958 ± 190.347
min -16max 19.2K

Record

Catalog key
youtube-sfu-080418
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
777,473
Nodes
777,473
Edges
1,554,263 (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, 13.0 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 (114,269 rows), edges (1,554,267 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 080418 [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 080418. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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