Time for action – simulating a game show

Imagine a game show where every time the contestants answer a question correctly, they get to pull three balls from a jar and then put them back. Now, there is a catch, one ball in the jar is bad. Every time it is pulled out, the contestants lose six points. If, however, they manage to get out 3 of the 25 normal balls, they get one point. So, what is going to happen if we have 100 questions in total? Look at the following section for the solution:

1. Initialize the outcome of the game with the hypergeometric() function. The first parameter of this function is the number of ways to make a good selection, the second parameter is the number of ways to make a bad selection, and the third parameter is the number of items sampled:

   points = np.zeros(100)
   outcomes = np.random.hypergeometric(25, 1, 3, size=len(points))

2. Set the scores based on the outcomes from the previous step:

   for i in range(len(points)):
      if outcomes[i] == 3:
         points[i] = points...