Data Analyst Final Portfolio Project: Marketing Analytics

Hello everyone!

I hope you’re doing great. I downloaded a Marketing Analytics dataset from Marketing Analytics | Kaggle and did a project about 2206 customers of XYZ company and their purchasing patterns. I investigate how the customers income, education level, age, Number of
years being a customer, number of children they have at home and their country of residence have an effect on their decisions about accepting campaign offers or the amount they spend on different products.

I would be so grateful and happy if you give me your precious feedbacks.
I uploaded my code on the (

My code

Thanks in advance!