youtube (Social Networks)
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This network dataset is in the category of Social Networks
Visualize soc-youtube's link structure and discover valuable insights using the interactive network data visualization and analytics platform. Compare with hundreds of other network data sets across many different categories and domains.
Metadata
| Short | Youtube online social network |
| Edge type | Undirected |
| Description | Youtube is a video-sharing web site that includes a social network. The dataset contains a list of all of the user-to-user links. |
Please cite the following if you use the data:
Note that if you transform/preprocess the data, please consider sharing the data by uploading it along with the details on the transformation and reference to any published materials using it.
@inproceedings{nr,
title={The Network Data Repository with Interactive Graph Analytics and Visualization},
author={Ryan A. Rossi and Nesreen K. Ahmed},
booktitle={AAAI},
url={http://networkrepository.com},
year={2015}
}
@inproceedings{mislove-2007-socialnetworks,
author = {Alan Mislove and Massimiliano Marcon and Krishna P. Gummadi and Peter Druschel and Bobby Bhattacharjee},
title = {{Measurement and Analysis of Online Social Networks}},
booktitle = {Proceedings of the 5th ACM/Usenix Internet Measurement Conference (IMC'07)},
address = {San Diego, CA},
month = {October},
year = {2007}}
Network Data Statistics
| Nodes | 496K |
| Edges | 1.9M |
| Density | 1.57477e-05 |
| Maximum degree | 25.4K |
| Minimum degree | 1 |
| Average degree | 7 |
| Assortativity | -0.0318967 |
| Number of triangles | 7.3M |
| Average number of triangles | 14 |
| Maximum number of triangles | 151.1K |
| Average clustering coefficient | 0.11008 |
| Fraction of closed triangles | 0.00880801 |
| Maximum k-core | 50 |
| Lower bound of Maximum Clique | 16 |
Network Data Preview
Interactive visualization of soc-youtube's graph structure
Interactively explore the networks graph structure!
- Use mouse wheel to zoom in/out
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Interactive Visualization of Node-level Properties and Statistics
Tools for Interactive Exploration of Node-level Statistics
Visualize and interactively explore soc-youtube and its important node-level statistics!
- Each point represents a node (vertex) in the graph.
- A subset of interesting nodes may be selected and their properties may be visualized across all node-level statistics. To select a subset of nodes, hold down the left mouse button while dragging the mouse in any direction until the nodes of interest are highlighted.This feature allows users to explore and analyze various subsets of nodes and their important interesting statistics and properties to gain insights into the graph data
- Zoom in/out on the visualization you created at any point by using the buttons below on the left.
- Once a subset of interesting nodes are selected, the user may further analyze by selecting and drilling down on any of the interesting properties using the left menu below.
- We also have tools for interactively visualizing, comparing, and exploring the graph-level properties and statistics.
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Interactive Visualization of Node-level Feature Distributions
Node-level Feature Distributions
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