Hello, thank you for reaching out to Microsoft Q&A.
May I please know whether you have an active Microsoft 365 subscription? The OneDrive restore feature is available only with a Microsoft 365 subscription.
If you have a Microsoft 365 subscription, either Personal or Family, you can restore OneDrive by visiting this link: https://onedrive.live.com/
- Open the link in an incognito tab and sign in with your Microsoft account.
- In the top-right corner, select Settings > Options > Restore OneDrive.
- On the restore page, you can choose a custom date or restore directly to one week ago or three weeks ago, then click Restore.
For reference, see-
Let me know if you still need more help.