import pandas as pd
from sklearn.preprocessing import OneHotEncoder
data = {
  'City': ['New York', 'Los Angeles', 'Chicago']
		}

df = pd.DataFrame(data)
df_encoded = OneHotEncoder()
df_encoded = pd.get_dummies(df, columns=['City'])
print(df_encoded)