Please help im desperate

Okay so first a little backstory, recently I had to replace the hardware thing in my ps4. Doing so got rid of pretty much all my data. So I logged into my play station account and got pretty much everything back, including my game data. Except my Stardew Valley data. I have put YEARS into my account and its all gone. If anyone knows how or if I can get my data back, I will love you forever. Please help.