KG Topology Toolbox

A Python toolbox for computing topological metrics and statistics for Knowledge Graphs.

Contents

• User guide
  • Installation and usage
  • Getting started
• KGTopologyToolbox walk-through
  • Dependencies
  • Data preparation
  • Node-level analysis
  • Edge-level analysis
    • Edge degrees and cardinality
    • Edge topological patterns
    • Filtering relation types
  • Relation-level analysis
• API reference
  • kg_topology_toolbox.topology_toolbox
    • kg_topology_toolbox.topology_toolbox.KGTopologyToolbox
  • kg_topology_toolbox.utils
    • kg_topology_toolbox.utils.aggregate_by_relation
    • kg_topology_toolbox.utils.check_kg_df_structure
    • kg_topology_toolbox.utils.composition_count
    • kg_topology_toolbox.utils.jaccard_similarity
    • kg_topology_toolbox.utils.node_degrees_and_rels