🔮 Predicting Goodbye: How Behavioral Data Can Save Your Next Customer

https://drive.google.com/drive/folders/1x_hi-cqsSpvFjFYXp53TW-jwcADqmgel?usp=drive_link
from predict_churn_api import predict_churn

sample_input = {
    'age': 35,
    'gender': 'Male',
    'income': 55000,
    'purchase_count': 12,
    'avg_purchase_value': 80,
    'last_purchase_days_ago': 40,
    'website_visits_per_month': 25,
    'support_tickets_last_6m': 1,
    'email_click_rate': 0.4,
    'avg_hover_time_per_page': 45,
    'product_views_per_session': 10,
    'similar_item_ratio': 0.9
}

result = predict_churn(sample_input)
print(result)