Not exiting a while correctly

I am reading the wikibook the non programmers guide to python.

In chapter 5 I have created the guessing game. simple game 3 guesses or its over and it prints a message.

Even if my game resolves that they win the failed message still shows. Why is my code not exiting correctly?

guess = 0
number = 78
count = 0

while count < 3:
    count += 1
    guess = input("Time for a guess: ")
    if guess > number:
        print "Oops to high"
    elif guess < number:
        print "too low try again !"
    else: 
        print "Just Right"
print "that must have been too hard"