Binning a Continuous Feature

import pandas as pd

ages = pd.Series([5, 17, 25, 45, 70])

# Bucket ages into child / young / adult
bins = [0, 18, 35, 60]
labels = ['child', 'young', 'adult']
categories = pd.cut(ages, bins=bins, labels=labels)
print(categories)