@einas.ibrahim The only filter I have in DEM03 Demand Forecast module is to override 60 to 62 which made the forecast demand increase from 2048 to 2050. I remember in another activity the amount is showing as 2050 (in activity called Review the INV01 Line Item Formulas and Summary Method settings). Please see screenshots attached.
Forecast demand 2050 in Week 2 FY20 is correct in my opinion. The review of INV01 module shows 2050 (pic below). In DEM03 module Candyate was overridden from 60 to 62, as you said. Therefore it is 2050 and not 2048.
For some reason product replenishment dashboard activities shows 2005 for Week 2 FY20. I came to conclusion that it must be typo kind of thing and didn't bother about it. Mainly because INV module was reviewed already in earlier stage.