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This can be easily solved by changing the default sort of your Date field from ascending to descending.
Right click on order date -> Default Properties-> Sort
I hope this helps, if does please mark the answer as correct so other users can find it.
Thank you Diego! That works.
One more question. Is there any way to make the Parameter value dynamic? For instance, now I create a parameter from [Date], which is between 1/1/2019 to 1/22/2019. And tomorrow, I renew [Date] and renew it on Tableau server, and reopen the dashboards. Is there anyway to make the parameter value automatically change to end 1/23/2019, rather than manually recreate it again?