I have an array that looks like this: [ 3.4 0. 10.6 ... -0.4 -0.4 0. ] The array has around 13.5m values in it. I want to winsorize the top and bottom 5% to deal with outliers. This is the code I'm using: from scipy.stats.mstats import winsorize winsorized_array = winsorize(array, (0.05, 0.05)) However, this returns the following error message: TypeError: winsorize() takes 1 positional argument but 2 were given I've also tried the following variation: from scipy.stats.mstats import winsorize winsorized_array = winsorize(array, limits = [0.05, 0.05]) This returns the following error message, which doesn't make any sense to me, since as far as I can tell this is the same syntax found in the scipy documentation here: TypeError: winsorize() got an unexpected keyword argument 'limits' Does anyone know what I'm doing wrong please? Continue reading...