YouTube Snapshot 0518

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 May 2007 to 18 May 2007 (the log's title line reads 'normal crawl'). It started from 259 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 51,873 videos the crawl visited (259 at depth 0, 1,625 at depth 1, 7,316 at depth 2, 42,673 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 (1,012,134 links from 51,119 videos, with the position in the list as rank). The links lead to 532,097 distinct videos, of which 480,280 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 532,151 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

532.2K
Nodes
1M
Edges
3.57e-06
Density
9
Components
0.00748
Assortativity
14.2%
Reciprocity
366K
Bridges
Most central nodes
cQ25-glGRzI0.00022
DjGPipy_zcE0.00017
jII-pG6q_tA0.00015
p374zSWDGB80.00015
m8h5M-Xl5lY0.00014
TVUBef9wYak0.00014
sk334TbliaY0.00014
8Hfa7vT02lA0.00014
yMGgrVmf2lA0.00014
11Y94gE7IF80.00014
Content metrics

51,622 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 687.418 ± 131.991
min 0max 822
lengthμ 209.383 ± 191.264
min 0max 4.7K
viewsμ 6.8K ± 22.8K
min 0max 2.1M
rateavg 3.63 / 5
0std 1.815
ratingsμ 16.741 ± 55.492
min 0max 4.6K
commentsμ 11.411 ± 54.513
min -18max 7.7K

Record

Catalog key
youtube-sfu-0518
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
532,151
Nodes
532,151
Edges
1,012,134 (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, 8.0 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 (51,873 rows), edges (1,012,134 rows), snapshots (1 rows).

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 0518 [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 0518. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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