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| 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 | |
| 116005,2019,cf,Joint,nopre,type1,p4,l1,nopc,nob/c,686500,3.875,0.178,1500.0,360.0,not_neg,not_int,not_lpsm,828000.0,sb,pr,home,1U,16800.0,CRIF,701,EXP,25-34,not_inst,82.91062802,North,direct,7.0 | |