YouTube Snapshot 0507

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 7 May 2007 to 8 May 2007 (the log's title line reads 'normal crawl'). It started from 227 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 62,440 videos the crawl visited (227 at depth 0, 1,568 at depth 1, 8,203 at depth 2, 52,442 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 (1,217,780 links from 61,608 videos, with the position in the list as rank). The links lead to 646,964 distinct videos, of which 584,604 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 647,041 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

647K
Nodes
1.2M
Edges
2.91e-06
Density
7
Components
0.0091
Assortativity
13.2%
Reciprocity
446.1K
Bridges
Most central nodes
EqajULQwi900.00033
VgVZ5vZBGhk0.00026
W4Vnf8f3u9c0.00026
rBd0sG559aA0.00024
UVppfnXtPZ40.00022
q3u0VuROLHM0.0002
WCXiczrRUSg0.00019
cQ25-glGRzI0.00018
FcumcIgqJYE0.00015
tfxVQshzSS80.00015
Content metrics

62,190 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 670.446 ± 127.845
min 0max 811
lengthμ 205.829 ± 489.817
min 0max 112.9K
viewsμ 6.3K ± 37.1K
min 0max 5.7M
rateavg 3.55 / 5
0std 1.875
ratingsμ 15.665 ± 60.221
min 0max 7.2K
commentsμ 10.309 ± 38.673
min -23max 3.5K

Record

Catalog key
youtube-sfu-0507
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
647,041
Nodes
647,041
Edges
1,217,780 (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, 9.7 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 (62,440 rows), edges (1,217,780 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 0507 [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 0507. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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