Watchlist Date Range Property
By default, watchlists will show the values of the latest data available. However, if you wish to see the values as of a certain date (such as the end of the previous week or month) change the Date Range property to Date Range and select the required Date to Load To from the calendar.
The date will appear in the watchlist header, and the column values will then be calculated as of that date: