Default_2.csv

ID,year,loan_limit,Gender,approv_in_adv,loan_type,loan_purpose,Credit_Worthiness,open_credit,business_or_commercial,loan_amount,rate_of_interest,Interest_rate_spread,Upfront_charges,term,Neg_ammortization,interest_only,lump_sum_payment,property_value,construction_type,occupancy_type,Secured_by,total_units,income,credit_type,Credit_Score,co-applicant_credit_type,age,submission_of_application,LTV,Region,Security_Type,dtir1
31856,2019,cf,Joint,nopre,type1,p4,l1,nopc,nob/c,276500,,,,360.0,neg_amm,not_int,not_lpsm,,sb,pr,home,1U,8820.0,EQUI,803,EXP,55-64,to_inst,,North,direct,