2) scrooge.pyScrooge McDuck is letting you into his vault full of pennies, nickels, dimes and quarters. He will let you play the followinggame: you can pick 8 coins at random, and if they sum to at least a dollar, you win, and can keep your money! But if youlose, you don't get to keep the money, AND have to pay Scrooge a dollar. (Each coin you pick is equally likely to be a penny,nickel, dime, or quarter.)Your job: using a simulation, estimate1. the probability that you win (meaning your coins sum to more than a dollar), and2. if you play this game over and over, the average amount you will win (where the amount you win in a game could benegative).Here is a bit more direction: you should simulate 100,000 plays of this game. Each simulated play should involve picking 8different random numbers - each one should be .01, .05, .10, or .25, with each value equally likely - which represent the 8coins being chosen; these should be summed each time.As you proceed through these 100,000 simulated plays, you should keep track of the number of simulations where you win:number of winning simulationstotal number of simulated gamesthe probability of winning should be approximately equal toYou should also keep track ofthe average amount of money you've won per game (again, losing a dollar counts as "winning" -1 dollars).After the simulations are complete, print out your program's estimates for both.Specifications: your program mustNOT ask the user for any input.print out an estimate of the probability that 8 values randomly chosen (independently and uniformly) from .01, .05, .10,and .25 sum to a value greater than or equal to 1.• also print out an estimate of the average amount of winnings per game, where winnings are calculated by either thesum or -1, the latter when the sum of the 8 values is less than 1.• use 100,000 simulations with random numbers – no credit for theoretical solutions. Your answers shouldnot be exactly the true probability/average, and you should not even get the same answers each time you run it. Ifthis point isn't obvious, please ask for clarification!

# the 1.,2.,3.,........22 are just used for the simplicity of the code. There is no means of code.…

2) scrooge.py Scrooge McDuck is letting you into his vault full of pennies, nickels, dimes and quarters. He will let you play the following game: you can pick 8 coins at random, and if they sum to at least a dollar, you win, and can keep your money! But if you lose, you don't get to keep the money, AND have to pay Scrooge a dollar. (Each coin you pick is equally likely to be a penny, nickel, dime, or quarter.) Your job: using a simulation, estimate 1. the probability that you win (meaning your coins sum to more than a dollar), and 2. if you play this game over and over, the average amount you will win (where the amount you win in a game could be negative). Here is a bit more direction: you should simulate 100,000 plays of this game. Each simulated play should involve picking 8 different random numbers - each one should be .01, .05, .10, or .25, with each value equally likely – which represent the 8 coins being chosen; these should be summed esch time. As you proceed through these 100,000 simulated plays, you should keep track of the number of simulations where you win: the probability of winning should be approximately equal to umber of winning simulations You should also keep track of the average amount of money you've won per game (again, losing a dollar counts as "winning" -1 dollars). total number of simulated games After the simulations are complete, print out your program's estimates for both. Specifications: your program must NOT ask the user for any input. print out an estimate of the probability that 8 values randomly chosen (independently and uniformly) from .01, .05, .10, and .25 sum to a value greater than or equal to 1. also print out an estimate of the average amount of winnings per game, where winnings are calculated by either the sum or –1, the latter when the sum of the 8 values is less than 1. • use 100,000 simulations with random numbers - no credit for theoretical solutions. Your answers should not be exactly the true probability/average, and you should not even get the same answers each time you run it. If this point isn't obvious, please ask for clarification!