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Usage of different TIMEZONE in SQL Metric

I have 3 questions here. PFB the same:

  1. What is the exact use of AGGREGATION TIMEZONE while creating SQL Metrics(Step 2- Configure Metric)? Actually in the data I have the timestamp in EST. How does adjusting this variable impact the final graph?
  2. What is the exact use of TIMEZONE while creating SQL Metrics(Step 2- Configure Metric) in the Partitions Section? My partition is also in EST, so will the graph here be impacted if I set it to EST?
  3. In step 3-Preview, we can select the starting and ending timestamps. Could you please confirm this will be in which timezone?