statistical visualization - ElsaTam/obsidian-extended-graph GitHub Wiki

The Extended Graph plugin can visualize various statistical metrics by adjusting node sizes and colors based on vault analytics. This feature helps identify patterns and important elements in your vault's structure.

Statistical Visualization Statistical Visualization settings

Warning

If your vault has a lot of files and links, the computations of the statistical values might take a while. And it is done everytime you change the selection, or when you open Obsidian. I am working on a way to improve that.

Settings

Individual node size

node size properties

You can choose the size of a file node with a property. Number values found for the specified property will be used as the base size instead of the default size (100).

Node statistics

Nodes can be sized or colored based on the following metrics:

Basic Metrics

  • Number of backlinks
  • Number of forward links
  • Number of unique forward links
  • File name length
  • Number of tags
  • Time since file creation
  • Time since last modification

Graph Analytics

  • Betweenness centrality: Measures how often a node acts as a bridge between other nodes
  • Closeness centrality: Indicates how close a node is to all other nodes
  • Eccentricity in the connected graph: The maximum distance from this node to any other node
  • Degree: Total number of connections
  • Eigenvector centrality: Measures node importance based on the importance of its neighbors
  • Hub centrality (from HITS): Indicates how well a node points to authority nodes
  • Authority centrality (from HITS): Indicates how well a node is pointed to by hub nodes
  • Topological propagation: Measures how many nodes are connected with forward links (directly and indirectly)

Link statistics

  • Number of occurences: Count the number of time a link exists in a node

The following metrics require the Graph Analysis plugin to be enabled. Please see the documentation of this plugin for more information.

Reverse graph to compute node statistics

The Obsidian graph is oriented, meaning that links have a direction (from source to target). This impacts multiple statistics depending on graph analysis and edge orientations. If you want to reverse this and use a direction from target to source, enable this feature.

Notes

  • Values are normalized relative to your vault's content
  • Larger nodes/links indicate higher values for the chosen metric
  • Statistics are not calculated in real-time, they are calculated when you open your vault or when you change the setting
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