Give a multiple choice Python coding question with 4 choices, on the following problem statement

You are a data analyst at a large e-commerce company. You are responsible for building a model to predict the probability that a customer will respond to a marketing campaign. You have the following data about your customers:

- customer id
- purchase history
- demographics info (age, gender, etc.)
- whether or not they responded to the last marketing campaign

You want to build a model that predicts the probability that a customer will respond to a marketing campaign based on their purchase history and demographics info.

Each MCQ should contain 4 options.
                Options must be Python codes with 1 correct option and 3 wrong options.
                Response must be in the below format.
                Question:
Option1:
Option2:
Option3:
Option4:
Correct option: Option number
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