YouTube Snapshot 0315

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 15 March 2007 to 16 March 2007 (the log's title line reads 'normal crawl'). It started from 160 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 45,338 videos the crawl visited (160 at depth 0, 1,025 at depth 1, 5,981 at depth 2, 38,172 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 (838,482 links from 43,845 videos, with the position in the list as rank). The links lead to 401,214 distinct videos, of which 355,946 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 401,270 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

401.3K
Nodes
838.5K
Edges
5.21e-06
Density
9
Components
0.03091
Assortativity
12.7%
Reciprocity
275.6K
Bridges
Most central nodes
tg92SzhpXjQ0.00052
dcnGre9sEbM0.00036
kZ66Y5DblVo0.00032
px-JIMlvJZo0.00028
EP42uJrLRTY0.00026
Gx7s3VVm_5Y0.00026
aSvao8BewmY0.00026
GzFhuYZhW340.00025
wy1p7D5xrro0.00025
pv5zWaTEVkI0.00023
Content metrics

45,268 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 617.701 ± 120.846
min 0max 758
lengthμ 211.805 ± 299.942
min 0max 46.2K
viewsμ 6K ± 26.2K
min 0max 1.5M
rateavg 3.47 / 5
0std 1.905
ratingsμ 16.901 ± 69.027
min 0max 4.2K
commentsμ 9.604 ± 35.642
min -9max 2.2K

Record

Catalog key
youtube-sfu-0315
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
401,270
Nodes
401,270
Edges
838,482 (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, 6.0 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 (45,338 rows), edges (838,482 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 0315 [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 0315. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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