# Output

In this flow zone, you can found the [output](dataset:output) dataset

Data schema:
 - ref_date: last available month (usualy the current month) 
 - customer_id: reference of the customered
 - low_transaction_number_customer: is true if the customer has less transcastion than the limit is the backward withdow
 - past_total_clv: total value in the backward window
 - past_average_monthly_clv: monthly average of the past_total_clv
 - past_clv_cluster: CLV cluster based on the backward window 
 - future_clv_predicted: total value for the customer (historical and forecasted)
 - future_clv_increase_predicted: forecasted value for the customer in the forward window
 - future_average_monthly_clv_predicted: monthly average of the forecasted clv in the forward window
 - future_clv_cluster_predicted: CLV cluster based on the forward window 
 - transition:  evolution from past clv cluster to future clv cluster
 - transition_type: is the transition a decrease/increase/constant of rank of CLV cluster
 
 