YouTube Snapshot 080701

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 1 July 2008 to 2 July 2008 (the log's title line reads 'BFS crawl'). It started from 191 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 62,065 videos the crawl visited (191 at depth 0, 1,697 at depth 1, 9,778 at depth 2, 50,399 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 (755,227 links from 37,796 videos, with the position in the list as rank). The links lead to 425,556 distinct videos, of which 363,637 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 metadata

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 425,657 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

425.7K
Nodes
755.2K
Edges
4.17e-06
Density
6
Components
0.00719
Assortativity
14.3%
Reciprocity
307.9K
Bridges
Most central nodes
WUozNME0FYo0.00037
ScXLHgPcZuc0.00032
GqjvAVQ_0Go0.00028
UdmEfgc5aYU0.00024
0VQKxMBJa2I0.00018
KfgfN5F43hI0.00018
yLyv57wmQR80.00017
8xRPrh3pCpA0.00017
HaUaWXwbApU0.00016
Edom4tREM180.00016
Content metrics

61,977 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 991.634 ± 229.166
min 0max 1.2K
lengthμ 212.027 ± 206.457
min 0max 27.2K
viewsμ 11.2K ± 42.2K
min 0max 3.5M
rateavg 3.92 / 5
0std 1.615
ratingsμ 24.831 ± 94.777
min 0max 6.5K
commentsμ 22.711 ± 92.972
min -6max 5.8K

Record

Catalog key
youtube-sfu-080701
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
425,657
Nodes
425,657
Edges
755,224 (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, 6.7 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 (62,065 rows), edges (755,227 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 080701 [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 080701. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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