Monopartite graph
A monopartite graph is a graph containing one type of node, with edges connecting nodes within that single node set.
Graph Algorithms for Data Science
A monopartite graph is a graph containing one type of node, with relationships connecting nodes within that single node set.
- How it is used
- Supports graph-algorithm analysis by reducing a network to one node and relationship type.
- How deep it goes
- Defines the structure and works through projections, directedness, weighting, Cypher patterns, and Jaccard-based relationship weights.
- Examples
- Uses follower networks, tweet–hashtag networks, retweet amplification, user mentions, and overlapping shopping baskets.
- What you can do after
- Apply it via Cypher to model or project single-type networks for centrality and community analysis.
Read how Graph Algorithms for Data Science explains monopartite graph →
Knowledge Graphs and LLMs in Action
A monopartite subnetwork is a network containing one type of node, with connections only between nodes of that type.
- How it is used
- Frames protein interaction analysis as a single-node-type component within a multisource disease knowledge graph.
- How deep it goes
- Defines the structure and demonstrates extraction, density, component, and boundary analysis, but defers formal metric derivations.
- Examples
- Uses human proteins, celiac disease, disease-associated protein sets, and extracted PPI pathways.
- What you can do after
- Evaluate disease pathways by extracting their protein subnetworks and measuring internal and external connectivity.
Read how Knowledge Graphs and LLMs in Action explains monopartite graph →
Related concepts
- network projectionproduced by · Network projection is the transformation of a multipartite graph into a graph containing one selected node type by inferring connections through shared neighbors.
- bipartite graphcontrasts with · A bipartite graph is a graph whose vertices can be partitioned into two disjoint sets, with edges only between the sets.
- protein-protein interaction networkhas part · A protein-protein interaction network is a graph whose nodes represent proteins and whose edges represent experimentally observed physical or functional interactions between them.
- graph algorithmused by · A graph algorithm is a computational procedure that operates on graph vertices, edges, and relationships to compute properties or solve problems.
These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.