Is their any way to obtain/generate Cypher queries for creating all nodes and relationships in the future, say on another machine, on completely new installation of Neo4j (in the same way that in examples there is set of Cypher queries given for creating Movie graph).
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Depending on what you are trying to achieve, GraphGists might be of interest as a way to publicly document and share Cypher queries. You can use @MartinPreusse's suggestion as a way to generate the Cypher queries.