It might be because your date dimension is continuous instead of discrete.
Thanks for the reply. The data dimension has been set as Discrete. (Actually, I tried both. they all the same)
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I'd like to play with a sample workbook. Can you upload something that shows the behavior?
you can anonymize your data if you are concerned about proprietary data.
See demo at this link:
Thanks Joe. It turns out that it is a filter issue and I bring some filter out date in. The video is very helpful and I can use it next time.