insurance1.py

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insurance1.py

import pandas as pd

insurance = pd.read_excel('data/insurance.xlsx')

insurance.groupby('State')['InsuredValue'].mean()
pd.options.display.float_format = '{:.2f}'.format
insurance.groupby('State')['InsuredValue'].mean()
insurance.groupby('State')['InsuredValue'].count()
insurance.loc[insurance['Flood'] == 'Y'].groupby('State')['InsuredValue'].count()
insurance.loc[(insurance['Flood'] == 'Y') | (insurance['Earthquake'] == 'Y')].groupby('State')['InsuredValue'].count()