You are working on a customer segmentation analysis for a retail company. Write an R program

to process customer data, cluster customers into distinct segments based on their buying patterns,

and identify the most profitable customer segment.

Input:

Customer Data $($simplified$)$:

CustomerID Age Income PurchaseFrequency PurchaseAmount

$130500005200$

$225600003150$

$335750008300$

$4408000010400$

$528450004180$

Output format:

Most Profitable Customer Segment: Segment $10$

Print output for the above input.