Added updated preprocessing clustering file

• Loaded dataset using a custom utility
• Encoded categorical features:
• Plotted target distribution and age histogram (with mean/median)
• EDA - Exploratory Data Analysis
• Robust scaling applied

The generated processed dataset is now ready for clustering models.

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• 80ce1630 - added code for checking and removing duplicates

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• f80a5053 - removed old preprocessing file and updated clustering preprocessing notebook

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mentioned in commit e4964bd4