Deleted folder

Hi community people,

I would like assistance on something.

I had deleted a folder in my photos, but it was on iCloud even those I hadn’t seen in my phone in a while. Today when I tried to view those images using iCloud.com, that folder is nowhere to be found.

May I ask why ? And how can I get that folder back ?