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SOAL 3

Customer cluster interpretation

Interpret clusters using Income and Spending_Score.

  • High income + high spending: premium, high-value customers.
  • High income + low spending: under-engaged customers with upsell potential.
  • Lower income + high spending: active value-seeking customers who may respond to promotions.

Segment-based targeting can improve campaign performance and retention.

CSV Reader
Normalize numeric columns for customer segmentation
Normalizer
Cluster normalized customers into 3 groups
k-Medoids
Visualize customer clusters by Income and Spending_Score
Scatter Plot

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