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Hi. Data is stored in the hot tier and, optionally, the cold tier: https://docs.aws.amazon.com/iot-sitewise/latest/userguide/manage-data-storage.html. You can use the SiteWise get API Operations to access the data. You can use the CLI or SDKs such as boto3.
If you have the cold tier enabled, you might consider to use services like Amazon Athena and Amazon QuickSight for your reports. This blog uses AWS IoT Analytics and QuickSight: https://aws.amazon.com/blogs/iot/create-insights-by-contextualizing-industrial-equipment-data-using-aws-iot-sitewise-part-2/
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Thank you very much!