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I am curious what time should be used when showing the results? It seems to me using the standard time, and shifts the patterns during the daylight saving period might be the easiest. If we use both standard and daylight saving time to show the results, it can get quite confusing showing results during the time change.
For live modeling, you'll need to use local time, and it can make things quite complicated if the input data also uses local time.