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[
{
"Loan_ID": "LP001002",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 5849,
"CoapplicantIncome": 0,
"LoanAmount": null,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001003",
"Gender": "Male",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4583,
"CoapplicantIncome": 1508,
"LoanAmount": 128,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Rural",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001005",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "Yes",
"ApplicantIncome": 3000,
"CoapplicantIncome": 0,
"LoanAmount": 66,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001006",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2583,
"CoapplicantIncome": 2358,
"LoanAmount": 120,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001008",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 6000,
"CoapplicantIncome": 0,
"LoanAmount": 141,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001011",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "Yes",
"ApplicantIncome": 5417,
"CoapplicantIncome": 4196,
"LoanAmount": 267,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001013",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2333,
"CoapplicantIncome": 1516,
"LoanAmount": 95,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001014",
"Gender": "Male",
"Married": "Yes",
"Dependents": "3+",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3036,
"CoapplicantIncome": 2504,
"LoanAmount": 158,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Semiurban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001018",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4006,
"CoapplicantIncome": 1526,
"LoanAmount": 168,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001020",
"Gender": "Male",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 12841,
"CoapplicantIncome": 10968,
"LoanAmount": 349,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001024",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3200,
"CoapplicantIncome": 700,
"LoanAmount": 70,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001027",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "",
"ApplicantIncome": 2500,
"CoapplicantIncome": 1840,
"LoanAmount": 109,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001028",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3073,
"CoapplicantIncome": 8106,
"LoanAmount": 200,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001029",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 1853,
"CoapplicantIncome": 2840,
"LoanAmount": 114,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Rural",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001030",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 1299,
"CoapplicantIncome": 1086,
"LoanAmount": 17,
"Loan_Amount_Term": 120,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001032",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4950,
"CoapplicantIncome": 0,
"LoanAmount": 125,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001034",
"Gender": "Male",
"Married": "No",
"Dependents": "1",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3596,
"CoapplicantIncome": 0,
"LoanAmount": 100,
"Loan_Amount_Term": 240,
"Credit_History": null,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001036",
"Gender": "Female",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3510,
"CoapplicantIncome": 0,
"LoanAmount": 76,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001038",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4887,
"CoapplicantIncome": 0,
"LoanAmount": 133,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Rural",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001041",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "",
"ApplicantIncome": 2600,
"CoapplicantIncome": 3500,
"LoanAmount": 115,
"Loan_Amount_Term": null,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001043",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 7660,
"CoapplicantIncome": 0,
"LoanAmount": 104,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001046",
"Gender": "Male",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 5955,
"CoapplicantIncome": 5625,
"LoanAmount": 315,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001047",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2600,
"CoapplicantIncome": 1911,
"LoanAmount": 116,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Semiurban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001050",
"Gender": "",
"Married": "Yes",
"Dependents": "2",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3365,
"CoapplicantIncome": 1917,
"LoanAmount": 112,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Rural",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001052",
"Gender": "Male",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "",
"ApplicantIncome": 3717,
"CoapplicantIncome": 2925,
"LoanAmount": 151,
"Loan_Amount_Term": 360,
"Credit_History": null,
"Property_Area": "Semiurban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001066",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "Yes",
"ApplicantIncome": 9560,
"CoapplicantIncome": 0,
"LoanAmount": 191,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001068",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2799,
"CoapplicantIncome": 2253,
"LoanAmount": 122,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001073",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4226,
"CoapplicantIncome": 1040,
"LoanAmount": 110,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001086",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 1442,
"CoapplicantIncome": 0,
"LoanAmount": 35,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001087",
"Gender": "Female",
"Married": "No",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "",
"ApplicantIncome": 3750,
"CoapplicantIncome": 2083,
"LoanAmount": 120,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001091",
"Gender": "Male",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "",
"ApplicantIncome": 4166,
"CoapplicantIncome": 3369,
"LoanAmount": 201,
"Loan_Amount_Term": 360,
"Credit_History": null,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001095",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3167,
"CoapplicantIncome": 0,
"LoanAmount": 74,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001097",
"Gender": "Male",
"Married": "No",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "Yes",
"ApplicantIncome": 4692,
"CoapplicantIncome": 0,
"LoanAmount": 106,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Rural",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001098",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3500,
"CoapplicantIncome": 1667,
"LoanAmount": 114,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001100",
"Gender": "Male",
"Married": "No",
"Dependents": "3+",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 12500,
"CoapplicantIncome": 3000,
"LoanAmount": 320,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Rural",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001106",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2275,
"CoapplicantIncome": 2067,
"LoanAmount": null,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001109",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 1828,
"CoapplicantIncome": 1330,
"LoanAmount": 100,
"Loan_Amount_Term": null,
"Credit_History": 0,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001112",
"Gender": "Female",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3667,
"CoapplicantIncome": 1459,
"LoanAmount": 144,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001114",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4166,
"CoapplicantIncome": 7210,
"LoanAmount": 184,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001116",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3748,
"CoapplicantIncome": 1668,
"LoanAmount": 110,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001119",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3600,
"CoapplicantIncome": 0,
"LoanAmount": 80,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001120",
"Gender": "Male",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 1800,
"CoapplicantIncome": 1213,
"LoanAmount": 47,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001123",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2400,
"CoapplicantIncome": 0,
"LoanAmount": 75,
"Loan_Amount_Term": 360,
"Credit_History": null,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001131",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3941,
"CoapplicantIncome": 2336,
"LoanAmount": 134,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001136",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "Yes",
"ApplicantIncome": 4695,
"CoapplicantIncome": 0,
"LoanAmount": 96,
"Loan_Amount_Term": null,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001137",
"Gender": "Female",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3410,
"CoapplicantIncome": 0,
"LoanAmount": 88,
"Loan_Amount_Term": null,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001138",
"Gender": "Male",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 5649,
"CoapplicantIncome": 0,
"LoanAmount": 44,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001144",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 5821,
"CoapplicantIncome": 0,
"LoanAmount": 144,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001146",
"Gender": "Female",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2645,
"CoapplicantIncome": 3440,
"LoanAmount": 120,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001151",
"Gender": "Female",
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"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4000,
"CoapplicantIncome": 2275,
"LoanAmount": 144,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001155",
"Gender": "Female",
"Married": "Yes",
"Dependents": "0",
"Education": "Not Graduate",
"Self_Employed": "No",
"ApplicantIncome": 1928,
"CoapplicantIncome": 1644,
"LoanAmount": 100,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001157",
"Gender": "Female",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3086,
"CoapplicantIncome": 0,
"LoanAmount": 120,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001164",
"Gender": "Female",
"Married": "No",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4230,
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"LoanAmount": 112,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001179",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 4616,
"CoapplicantIncome": 0,
"LoanAmount": 134,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001186",
"Gender": "Female",
"Married": "Yes",
"Dependents": "1",
"Education": "Graduate",
"Self_Employed": "Yes",
"ApplicantIncome": 11500,
"CoapplicantIncome": 0,
"LoanAmount": 286,
"Loan_Amount_Term": 360,
"Credit_History": 0,
"Property_Area": "Urban",
"Loan_Status": "N"
},
{
"Loan_ID": "LP001194",
"Gender": "Male",
"Married": "Yes",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2708,
"CoapplicantIncome": 1167,
"LoanAmount": 97,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001195",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 2132,
"CoapplicantIncome": 1591,
"LoanAmount": 96,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Semiurban",
"Loan_Status": "Y"
},
{
"Loan_ID": "LP001197",
"Gender": "Male",
"Married": "Yes",
"Dependents": "0",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 3366,
"CoapplicantIncome": 2200,
"LoanAmount": 135,
"Loan_Amount_Term": 360,
"Credit_History": 1,
"Property_Area": "Rural",
"Loan_Status": "N"
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{
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