6 examples of 'pandas median' in Python

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37def median_absolute_deviation(data,suspect):
38 series=pd.Series(data)
39 median=series.median()
40 demedians=np.abs(series-median)
41 demedian=demedians.median()
42 if demedian==0:
43 return False
44 test=demedians.iget(-1)/demedian
45 if test>6:
46 return True
47 return False
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995@property
996def median(self):
997 """Return the median."""
998 return 0
31def smm(df: pd.DataFrame,
32 period: int = 50,
33 col: str = pd_utils.CLOSE_COL) -> pd.Series:
34 """
35 Compute the simple moving median over a given period.
36
37 :param df: The data frame.
38 :param period: The number of days to use.
39 :param col: The name of the column to use to compute the median.
40 :return: Series containing the simple moving median.
41
42 """
43 temp_series = df[col].rolling(center=False,
44 window=period,
45 min_periods=period - 1).median()
46 return pd.Series(temp_series, index=df.index, name='smm')
213@property
214def median(self):
215 """
216 Median of *k*-mer counts.
217 """
218 return np.median(self.counts)
318def median(self):
319 return self.quantiles([0.5])[:,0]
26def median(values):
27 length = len(values)
28 values.sort()
29 if length % 2 != 0:
30 # Odd number of values, so chose middle one
31 return values[length/2]
32 else:
33 # Even number of values, so mean of middle two
34 return mean([values[length/2], values[(length/2)-1]])

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