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crodriguez1a/outlier.py

Created June 16, 2022 18:10
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outlier.py
from pandas import DataFrame, Series
def compute_bounds(series: DataFrame) -> tuple:
Q1:Series = series.quantile(0.25)
Q3:Series = series.quantile(0.75)
IQR:np.float = Q3 - Q1
lower_lim: float = Q1 - 1.5 * IQR
upper_lim: float = Q3 + 1.5 * IQR
return (lower_lim, upper_lim)
# compute_bounds(df.Age) -> (20.0, 92.0)
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