How can erase app and game data that are stored in my phone's internal memory ?

[Son of Chaos]

I uninstall the games and apps but when i re-install them the data are still there.
I used my phone's erase memory options but the data have not been erased.
Is there a way to erase the memory using the "# number #" method ?