Getting started: Graph DB Feature Map

Feature \ Vendor	Neo4j	Amazon Neptune	Memgraph	Cosmos DB	Google Spanner	Google BigQuery
Full-text search	✅	✅	✅	✅	✅	✅
Graph styles customization	✅	✅	✅	✅	✅	✅
Graph filtering	✅	✅	✅	✅	✅	✅
Graph editing	✅	✅	✅	✅	❌	❌
CSV Import	✅	❌	✅	❌	❌	❌
Access-rights management	✅	✅	✅	✅	✅	✅
Custom graph queries	✅	✅	✅	✅	✅	✅
Custom query templates	✅	✅	✅	✅	✅	✅
Predefined queries	✅	❌	❌	❌	✅	✅
Alerts	✅	✅	✅	❌	✅	✅
No-code query builder	✅	✅	❌	❌	✅	✅
Entity resolution	✅	❌	❌	❌	❌	❌

Full-text search: Ability to search the graph by node/edge or property.
Graph styles customization: Ability to customize graph styles (color, size, icons, images).
Graph filtering: Ability to filter nodes and edges.
Graph editing: Ability to create, edit and delete nodes and edges.
Access rights management: Ability to define user-group based access-control policies for nodes and edges.
Custom graph queries: Ability to write, save and share custom graph queries in your database's query language (i.e. Cypher, Gremlin or SPARQL).
Custom graph query templates: Ability to write, save and share custom parametrized graph queries in your database's query language (i.e. Cypher, Gremlin or SPARQL).
Predefined queries: Ability to have the following queries directly available, without having to create them manually as custom queries:
- Shortest path analysis: Ability to compute the shortest path between two nodes.
- Expand non-leaf nodes: Expand only nodes that have more connections (i.e. not dead ends).
Alerts: Ability to watch a graph database for specific patterns and be notified when such a pattern appears in the data (see details)
No-Code builder: Ability to query the graph and match complex patterns without writing code
No code query builder: Ability to generate cypher queries via a no-code interface
Entity resolution: Ability to detect duplicates, possible matches and non-obvious relationships in your data

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Features per graph database vendor