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There could be several reasons for the invalid connection to neo4j in Android Studio, some of which include:

  1. Invalid URL: If the URL for the neo4j server is incorrect or contains typos, the connection will fail.

  2. Incorrect login credentials: If the username or password used to log into the neo4j server is incorrect, the connection will fail.

  3. Firewall or network issues: If there are network connectivity issues or firewall restrictions that prevent the Android Studio from connecting to the neo4j server, the connection will fail.

  4. Outdated driver version: If the driver version used to connect to the neo4j server is outdated or incompatible, the connection will fail.

  5. Incorrect driver configuration: If the driver is not configured properly, it may not be able to establish a connection to the neo4j server.