How can I recover my diary after a factory reset?

I did a factory reset and have lost my diary. A club that I belong has a remote diary and that has not been lost, as I guess that is on Google, whereas my diary was on my Samsung Galaxy S4

Can't you get the club copy of the diary? A factory reset means you lose all your data, you can recover it only if it is stored somewhere online or someone has a copy.