[Tkinter] Loading a GUI from Terminal

[Raudert]

Lets say I try something extremely rudimentary, like creating a frame.

from Tkinter import*
import Tkinter as tk
root = tk.Tk()
root.title('Test')
root.geometry('800x480')

Even running this simple script in python 2 or the terminal nothing will appear on the screen as in python 3. The module will execute error free but no display. I am VERY new to programming as a whole so please excuse me if I'm missing something painfully obvious.