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satkr7/binning.py

Last active August 26, 2020 06:57
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binning.py
import pandas as pd
# load height-weight dataset downloaded from kaggle
data = pd.read_csv("weight-height.csv")
#equal width binning
data["ewb"] = pd.cut(data["Height"], bins=10)
#equal frequency binning
data["efb"] = pd.qcut(data["Height"], q=10)
print(data["ewb"].value_counts())
print(data["efb"].value_counts())
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