[API-Domeinen]

Graph Analysis Engine Domain

The Graph Analysis Engine domain provides access to pre-computed graph analysis results, including PageRank centrality scores, Louvain community detection, network motif patterns, and graph statistics.

Modulemetadata

The Graph Analysis Engine domain provides access to pre-computed graph analysis results, including PageRank centrality scores, Louvain community detection, network motif patterns, and graph statistics.

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Bronverwijzing

content/modules/domain-neo4j-graph.md

Laatst bijgewerkt

9 feb 2026

Categorie

API-Domeinen

Inhoudschecksum

0b02df20e348c410

Tags

api-domainsreal-time

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Deze pagina rendert de Markdown en Mermaid van de module direct vanuit de publieke documentatiebron.

Overview#

The Graph Analysis Engine domain provides access to pre-computed graph analysis results, including PageRank centrality scores, Louvain community detection, network motif patterns, and graph statistics. It exposes materialized views of complex graph computations for efficient querying without real-time graph traversal overhead.

Key Features#

  • PageRank centrality scoring for identifying influential entities in the network
  • Louvain community detection for discovering entity clusters and groups
  • Network motif pattern identification (triangles, stars, chains, cycles, cliques)
  • Graph statistics including node count, edge count, density, and modularity
  • Entity search across the graph analysis results
  • Pagination support for large result sets
  • Periodic data refresh with configurable schedules per metric type

Use Cases#

  • Identifying the most influential entities in a relationship network using centrality scores
  • Discovering hidden communities and clusters within investigative data
  • Detecting suspicious network patterns such as transaction cycles or hub-and-spoke structures
  • Generating graph-level statistics for dashboard views and analytical reporting

Integration#

The Graph Analysis Engine domain integrates with Graph for visualization, Network for network analysis, Analytics for dashboard reporting, Entity for entity management, and Relationship for connection data.

Last Reviewed: 2026-02-09