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joseph-allen/skew_detection.py

Created December 29, 2017 14:25
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skewness
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skew_detection.py
import seaborn as sns
g = sns.distplot(dataset["Feature"], color="m", label="Skewness : %.2f"%(dataset["Feature"].skew()))
g = g.legend(loc="best")
# Apply log to Feature to reduce skewness distribution
# dataset["Feature"] = dataset["Feature"].map(lambda i: np.log(i) if i > 0 else 0)
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