CLIENTNUM Attrition_Flag Customer_Age Gender Dependent_count Education_Level Marital_Status Income_Category Card_Category Months_on_book Total_Relationship_Count Months_Inactive_12_mon Contacts_Count_12_mon Credit_Limit Total_Revolving_Bal Avg_Open_To_Buy Total_Amt_Chng_Q4_Q1 Total_Trans_Amt Total_Trans_Ct Total_Ct_Chng_Q4_Q1 Avg_Utilization_Ratio
0 768805383 Existing Customer 45 M 3 High School Married $60K - $80K Blue 39 5 1 3 12691.0 777 11914.0 1.33 1144 42 1.62 0.06
1 818770008 Existing Customer 49 F 5 Graduate Single Less than $40K Blue 44 6 1 2 8256.0 864 7392.0 1.54 1291 33 3.71 0.10
2 713982108 Existing Customer 51 M 3 Graduate Married $80K - $120K Blue 36 4 1 0 3418.0 0 3418.0 2.59 1887 20 2.33 0.00
3 769911858 Existing Customer 40 F 4 High School Unknown Less than $40K Blue 34 3 4 1 3313.0 2517 796.0 1.41 1171 20 2.33 0.76
4 709106358 Existing Customer 40 M 3 Uneducated Married $60K - $80K Blue 21 5 1 0 4716.0 0 4716.0 2.17 816 28 2.50 0.00