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Required information

The Marketing. $x|sx|$ dataset provides information about a sample of customers for a marketing campaign. It includes various demographic and behavioral attributes of the customers, such as gender, education level, age group, marital status, employment status, purchase frequency, total purchase amount, and the product category they are interested in$.$

Customer ID: A unique identifier for each customer.

Gender: The gender of the customer $($e$.$g$.,$ Male, Female$).$

Education Level: The highest level of education attained by the customer $($e$.$g$.,$ Bachelor's, Master's, PhD$,$ High School$).$

Age: The age of the customer $($e$.$g$.,21,30,41).$

Marital Status: The marital status of the customer $($e$.$g$.,$ Single, Married$).$

Employment Status: The employment status of the customer $($e$.$g$.,$ Employed, Unemployed$).$

Purchase Frequency: The frequency of customer purchases $($e$.$g$.,$ High, Medium, Low$).$

Purchase $($in USD$)$: The total purchase amount of the customer in US dollars.

Product Category: The category of the product the customer is interested in $($e$.$g$.,$ Electronics, Clothing, Beauty$).$