neo4j database logical separation by customer

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is there a way to split the neo4j database to logical / physical units?

I would like to have separated databases for each customer, so a query results will not return invalid data from other customers by mistake, and also for performance reasons

if anyone knows a better / best practice design pattern, i'll be glad to hear as well

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If I get your question correctly, you need a method to efficiently query your data depending upon certain labels. If that's the case, you might want to have a look into indexes.