Project 2 - EDA on Vehicle Insurance Customer Data

4)

i) Gender wise average annual premium

FEMALE 29273.474247

MALE 29323.099677

iii) Is your data balanced between the genders?

Gender Count

FEMALE 174485

MALE 205851

Approximately balanced

iv) Vehicle age wise average annual premium

1-2 YEAR 29102.009839

< 1 YEAR 29188.150594

> 2 YEARS 32943.540830

5) Is there any relation between Person Age and annual premium?

Correlation coefficient = 0.05065758928617531

There is no relationship