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Network Analysis in Obsidian
Overview
Network analysis in Obsidian provides powerful tools for understanding and optimizing your knowledge graph. This guide covers the key concepts, tools, and techniques for analyzing and improving your knowledge network.
Core Concepts
Graph Theory Basics
- nodes_and_edges - Basic network components
- Nodes (notes/files)
- Edges (links/relationships)
- Directionality
- graph_metrics - Measurement tools
- Degree centrality
- Betweenness centrality
- Clustering coefficient
- network_topology - Structure patterns
- Hub-and-spoke
- Mesh networks
- Hierarchical structures
Knowledge Networks
- knowledge_graphs - Information networks
- Concept mapping
- Relationship types
- Semantic networks
- network_evolution - Growth patterns
- Organic growth
- Planned expansion
- Refactoring
- network_health - Quality metrics
- Connectivity
- Coverage
- Coherence
Analysis Tools
Built-in Tools
- graph_view - Visual analysis
- Layout options
- Filtering
- Grouping
- local_graph - Note context
- Immediate connections
- Depth settings
- Filter options
- backlinks - Reference tracking
- Incoming links
- Outgoing links
- Unlinked mentions
Community Plugins
- network_analysis_plugins - Extended tools
- Graph analysis
- Visualization
- Metrics
- dataview_analysis - Data queries
- Network queries
- Relationship analysis
- Custom views
- graph_visualization - Enhanced display
- Custom layouts
- Styling options
- Interactive features
Analysis Techniques
Structural Analysis
- centrality_analysis - Node importance
- Degree centrality
- Eigenvector centrality
- PageRank
- cluster_analysis - Group detection
- Community detection
- Topic clustering
- Hierarchical clustering
- path_analysis - Connection routes
- Shortest paths
- Alternative paths
- Bridge identification
Content Analysis
- semantic_analysis - Meaning extraction
- Topic modeling
- Content similarity
- Semantic relationships
- metadata_analysis - Property analysis
- Tag analysis
- Attribute patterns
- Temporal analysis
- link_analysis - Connection patterns
- Link types
- Link strength
- Link quality
Optimization Strategies
Network Improvement
- network_cleanup - Maintenance
- Broken links
- Orphaned notes
- Duplicate content
- network_organization - Structure
- Topic grouping
- Hierarchy design
- Link patterns
- network_growth - Expansion
- New connections
- Content gaps
- Integration points
Quality Assurance
- quality_metrics - Measurement
- Completeness
- Consistency
- Coherence
- quality_improvement - Enhancement
- Link quality
- Content quality
- Structure quality
- quality_monitoring - Tracking
- Health checks
- Progress tracking
- Issue detection
Best Practices
Network Design
- network_architecture - Structure design
- Modularity
- Scalability
- Maintainability
- linking_strategies - Connection methods
- When to link
- How to link
- Link types
- growth_patterns - Evolution
- Organic growth
- Planned expansion
- Refactoring
Maintenance
- regular_maintenance - Upkeep
- Daily checks
- Weekly reviews
- Monthly audits
- issue_resolution - Problem solving
- Common issues
- Solutions
- Prevention
- optimization_cycles - Improvement
- Analysis
- Planning
- Implementation
Advanced Topics
Custom Analysis
- custom_metrics - Measurement
- Metric design
- Implementation
- Validation
- custom_visualizations - Display
- Layout design
- Styling
- Interaction
- custom_algorithms - Processing
- Analysis methods
- Optimization
- Automation
Integration
- external_tools - Tool connection
- Network analysis tools
- Visualization tools
- Data analysis tools
- data_export - Information sharing
- Export formats
- Integration points
- Analysis sharing
- automation - Process automation
- Analysis automation
- Reporting
- Maintenance