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Improve neo4j performance

Hi Community

We are trying to create 27 milion nodes with 20 properties using neo4j python library. In code we are creating a list of 1000  records and running the following query.

WITH [$list] as batch
UNWIND batch as individual
CREATE (p:Person)
SET p += individual

But it is taking about 40 sec to execute for only 1 batch of 1000. Is there any way we can speed this up as creating 27 milion nodes will tak a lot of time.
In conf/neo4j.conf file we provided following properties:
dbms.query_cache_size=10000
dbms.memory.heap.initial_size=2g
dbms.memory.heap.max_size=10g
dbms.memory.pagecache.size=20g
We are running neo4j on aws linux instance.

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