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Create median_absolute_deviation #57639

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14 changes: 14 additions & 0 deletions median_absolute_deviation
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#MedianAbsoluteDeviation(MAD)

def mad(self):
"""
Calculates the median absolute deviation of each column in the DataFrame.

Returns:
A Series containing the MAD of each column.
"""
medians = self.median()
devs = abs(self - medians)
return devs.median(axis=0)

pd.DataFrame.mad = mad