1) The data has been overwritten by other data as the data has been deleted for a long time.
2) The data was deleted recently, but it has been overwritten by new operations or newly added data on the device.
You can try the Recover from iTunes Backup File function if you have previously backed up your device and there are backup files available to recover from.