Given a dictionary where you have $3$ credits scores from $3$ different credit agencies for each month as keys and $3$ credit scores as values, write a segment of code that calculates the average of each month and puts it in a list named averages. Then calculates the average of the period of January to May by averaging the results in the list averages.

Run your code with the given dictionary CreditScores.