Customer Segmentation Report
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Cluster: At-Risk Customers
  - Avg Recency: 36.15 days
  - Avg Frequency: 8.27 orders
  - Avg Monetary Value: $2564.46
  - Total Customers: 441

Cluster: Big Spenders
  - Avg Recency: 24.75 days
  - Avg Frequency: 12.24 orders
  - Avg Monetary Value: $3559.82
  - Total Customers: 199

Cluster: Casual Shoppers
  - Avg Recency: 36.33 days
  - Avg Frequency: 5.53 orders
  - Avg Monetary Value: $1295.97
  - Total Customers: 225

Cluster: Loyal Customers
  - Avg Recency: 133.18 days
  - Avg Frequency: 4.99 orders
  - Avg Monetary Value: $1343.74
  - Total Customers: 135