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Timestream data will have a Time, one or more Dimension and Measure data. Anytime you have to measure value over time, Timestream is the right database. Some of the example datasets are: IoT data(like sensor data), DevOps data, App logs, Video stream data(customers activity), Stock price data, etc...
Yes, you can load write ahead logs data and we have seen few customers do that. write ahead logs provides you with all the events.
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