I am having some trouble figuring out how to get replace those outiers with the mean. I am not sure how to proceed. I've loaded the data in as 'sales' and everything is fine until it isn't mean sales. loc[sales[age'] >80, 'age'] mean 0 sales["age"] = np. where(sales["age"] >80, mean_value, sales[age]) Reply: "I am not sure how to that either, III ask Wait " Forward the email to Walt and ask for his help Here you gol I np.where solution mean = soles. Loc[sates ['age'] >80, mean, sales["age']] Sure... here it is: meon = sales. Loc[sales ['age'] >.80, 'age'].mean O soles ["age"] - np. where (sales["age"] \& Bo, meon_value, sales['age']) Sure.. that code block should read: mean = soles. Loc[soles ['age"] [ "age"] >80, mean)