Homeloan/seed_4/test.json

[
  {
    "id": 1,
    "label": "Not Approved",
    "Loan_ID": "LP001003",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4583.0,
    "CoapplicantIncome": 1508.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4583.0, The co-applicant income is 1508.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 6,
    "label": "Approved",
    "Loan_ID": "LP001013",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2333.0,
    "CoapplicantIncome": 1516.0,
    "LoanAmount": 95.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2333.0, The co-applicant income is 1516.0, The loan amount is 95.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 26,
    "label": "Approved",
    "Loan_ID": "LP001068",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2799.0,
    "CoapplicantIncome": 2253.0,
    "LoanAmount": 122.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2799.0, The co-applicant income is 2253.0, The loan amount is 122.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 47,
    "label": "Approved",
    "Loan_ID": "LP001144",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5821.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 144.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5821.0, The co-applicant income is 0.0, The loan amount is 144.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 59,
    "label": "Approved",
    "Loan_ID": "LP001199",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3357.0,
    "CoapplicantIncome": 2859.0,
    "LoanAmount": 144.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 3357.0, The co-applicant income is 2859.0, The loan amount is 144.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 76,
    "label": "Not Approved",
    "Loan_ID": "LP001256",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3750.0,
    "CoapplicantIncome": 4750.0,
    "LoanAmount": 176.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3750.0, The co-applicant income is 4750.0, The loan amount is 176.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 78,
    "label": "Not Approved",
    "Loan_ID": "LP001263",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3167.0,
    "CoapplicantIncome": 4000.0,
    "LoanAmount": 180.0,
    "Loan_Amount_Term": 300.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 129.000",
      "cat__Self_Employed_No > 0.500",
      "num__ApplicantIncome <= 4316.500",
      "num__CoapplicantIncome > 2867.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3167.0, The co-applicant income is 4000.0, The loan amount is 180.0, The loan amount term is 300.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 81,
    "label": "Approved",
    "Loan_ID": "LP001266",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 2395.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 2395.0, The co-applicant income is 0.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 84,
    "label": "Approved",
    "Loan_ID": "LP001275",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3988.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 50.0,
    "Loan_Amount_Term": 240.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term <= 330.000",
      "num__ApplicantIncome <= 4285.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3988.0, The co-applicant income is 0.0, The loan amount is 50.0, The loan amount term is 240.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 89,
    "label": "Approved",
    "Loan_ID": "LP001310",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5695.0,
    "CoapplicantIncome": 4167.0,
    "LoanAmount": 175.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5695.0, The co-applicant income is 4167.0, The loan amount is 175.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 105,
    "label": "Approved",
    "Loan_ID": "LP001367",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3052.0,
    "CoapplicantIncome": 1030.0,
    "LoanAmount": 100.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3052.0, The co-applicant income is 1030.0, The loan amount is 100.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 109,
    "label": "Approved",
    "Loan_ID": "LP001384",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2071.0,
    "CoapplicantIncome": 754.0,
    "LoanAmount": 94.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2071.0, The co-applicant income is 754.0, The loan amount is 94.0, The loan amount term is 480.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 112,
    "label": "Not Approved",
    "Loan_ID": "LP001391",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3572.0,
    "CoapplicantIncome": 4114.0,
    "LoanAmount": 152.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 129.000",
      "cat__Self_Employed_No > 0.500",
      "num__ApplicantIncome <= 4316.500",
      "num__CoapplicantIncome > 2867.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 3572.0, The co-applicant income is 4114.0, The loan amount is 152.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 133,
    "label": "Approved",
    "Loan_ID": "LP001482",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 3459.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 25.0,
    "Loan_Amount_Term": 120.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term <= 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 3459.0, The co-applicant income is 0.0, The loan amount is 25.0, The loan amount term is 120.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 142,
    "label": "Approved",
    "Loan_ID": "LP001504",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 6950.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 175.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 6950.0, The co-applicant income is 0.0, The loan amount is 175.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 149,
    "label": "Approved",
    "Loan_ID": "LP001520",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4860.0,
    "CoapplicantIncome": 830.0,
    "LoanAmount": 125.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4860.0, The co-applicant income is 830.0, The loan amount is 125.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 152,
    "label": "Not Approved",
    "Loan_ID": "LP001531",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 9166.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 244.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 9166.0, The co-applicant income is 0.0, The loan amount is 244.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 163,
    "label": "Approved",
    "Loan_ID": "LP001570",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4167.0,
    "CoapplicantIncome": 1447.0,
    "LoanAmount": 158.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4167.0, The co-applicant income is 1447.0, The loan amount is 158.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 177,
    "label": "Not Approved",
    "Loan_ID": "LP001610",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5516.0,
    "CoapplicantIncome": 11300.0,
    "LoanAmount": 495.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 129.000",
      "cat__Self_Employed_No > 0.500",
      "num__ApplicantIncome > 4316.500",
      "num__ApplicantIncome > 5351.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5516.0, The co-applicant income is 11300.0, The loan amount is 495.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 196,
    "label": "Approved",
    "Loan_ID": "LP001666",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 8333.0,
    "CoapplicantIncome": 3750.0,
    "LoanAmount": 187.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 8333.0, The co-applicant income is 3750.0, The loan amount is 187.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 198,
    "label": "Approved",
    "Loan_ID": "LP001671",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3416.0,
    "CoapplicantIncome": 2816.0,
    "LoanAmount": 113.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3416.0, The co-applicant income is 2816.0, The loan amount is 113.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 205,
    "label": "Approved",
    "Loan_ID": "LP001692",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4408.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 120.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 4408.0, The co-applicant income is 0.0, The loan amount is 120.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 246,
    "label": "Approved",
    "Loan_ID": "LP001814",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 9703.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 112.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 9703.0, The co-applicant income is 0.0, The loan amount is 112.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 264,
    "label": "Approved",
    "Loan_ID": "LP001872",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 5166.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 5166.0, The co-applicant income is 0.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 270,
    "label": "Approved",
    "Loan_ID": "LP001888",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3237.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 30.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3237.0, The co-applicant income is 0.0, The loan amount is 30.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 273,
    "label": "Approved",
    "Loan_ID": "LP001894",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2620.0,
    "CoapplicantIncome": 2223.0,
    "LoanAmount": 150.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2620.0, The co-applicant income is 2223.0, The loan amount is 150.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 297,
    "label": "Approved",
    "Loan_ID": "LP001954",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4666.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 135.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4666.0, The co-applicant income is 0.0, The loan amount is 135.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 317,
    "label": "Approved",
    "Loan_ID": "LP002036",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2058.0,
    "CoapplicantIncome": 2134.0,
    "LoanAmount": 88.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2058.0, The co-applicant income is 2134.0, The loan amount is 88.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 324,
    "label": "Approved",
    "Loan_ID": "LP002065",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 15000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 300.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 15000.0, The co-applicant income is 0.0, The loan amount is 300.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 336,
    "label": "Approved",
    "Loan_ID": "LP002110",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5250.0,
    "CoapplicantIncome": 688.0,
    "LoanAmount": 160.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5250.0, The co-applicant income is 688.0, The loan amount is 160.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 338,
    "label": "Not Approved",
    "Loan_ID": "LP002113",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "3+",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1830.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Urban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 129.000",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 3+, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 1830.0, The co-applicant income is 0.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Urban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 339,
    "label": "Approved",
    "Loan_ID": "LP002114",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4160.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 71.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4160.0, The co-applicant income is 0.0, The loan amount is 71.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 340,
    "label": "Not Approved",
    "Loan_ID": "LP002115",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2647.0,
    "CoapplicantIncome": 1587.0,
    "LoanAmount": 173.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2647.0, The co-applicant income is 1587.0, The loan amount is 173.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 364,
    "label": "Approved",
    "Loan_ID": "LP002180",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 6822.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 141.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 6822.0, The co-applicant income is 0.0, The loan amount is 141.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 378,
    "label": "Not Approved",
    "Loan_ID": "LP002224",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3069.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 71.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3069.0, The co-applicant income is 0.0, The loan amount is 71.0, The loan amount term is 480.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 381,
    "label": "Approved",
    "Loan_ID": "LP002229",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5941.0,
    "CoapplicantIncome": 4232.0,
    "LoanAmount": 296.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5941.0, The co-applicant income is 4232.0, The loan amount is 296.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 382,
    "label": "Approved",
    "Loan_ID": "LP002231",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 156.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 6000.0, The co-applicant income is 0.0, The loan amount is 156.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 400,
    "label": "Not Approved",
    "Loan_ID": "LP002288",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2889.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 45.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 0.0,
    "Property_Area": "Urban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 129.000",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2889.0, The co-applicant income is 0.0, The loan amount is 45.0, The loan amount term is 180.0, The credit history value is 0.0, The property area is Urban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 409,
    "label": "Not Approved",
    "Loan_ID": "LP002317",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 81000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 360.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 129.000",
      "cat__Self_Employed_No > 0.500",
      "num__ApplicantIncome > 4316.500",
      "num__ApplicantIncome > 5351.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 81000.0, The co-applicant income is 0.0, The loan amount is 360.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 413,
    "label": "Approved",
    "Loan_ID": "LP002332",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2253.0,
    "CoapplicantIncome": 2033.0,
    "LoanAmount": 110.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2253.0, The co-applicant income is 2033.0, The loan amount is 110.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 414,
    "label": "Not Approved",
    "Loan_ID": "LP002335",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2149.0,
    "CoapplicantIncome": 3237.0,
    "LoanAmount": 178.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 129.000",
      "cat__Self_Employed_No > 0.500",
      "num__ApplicantIncome <= 4316.500",
      "num__CoapplicantIncome > 2867.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2149.0, The co-applicant income is 3237.0, The loan amount is 178.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 417,
    "label": "Not Approved",
    "Loan_ID": "LP002342",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 1600.0,
    "CoapplicantIncome": 20000.0,
    "LoanAmount": 239.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 1600.0, The co-applicant income is 20000.0, The loan amount is 239.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 430,
    "label": "Approved",
    "Loan_ID": "LP002377",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 8624.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 150.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 8624.0, The co-applicant income is 0.0, The loan amount is 150.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 432,
    "label": "Approved",
    "Loan_ID": "LP002386",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 12876.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 405.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount > 300.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 12876.0, The co-applicant income is 0.0, The loan amount is 405.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 439,
    "label": "Approved",
    "Loan_ID": "LP002407",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 7142.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 138.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is Yes, The applicant income is 7142.0, The co-applicant income is 0.0, The loan amount is 138.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 446,
    "label": "Approved",
    "Loan_ID": "LP002434",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4652.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 110.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 4652.0, The co-applicant income is 0.0, The loan amount is 110.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 447,
    "label": "Not Approved",
    "Loan_ID": "LP002435",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3539.0,
    "CoapplicantIncome": 1376.0,
    "LoanAmount": 55.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3539.0, The co-applicant income is 1376.0, The loan amount is 55.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 479,
    "label": "Not Approved",
    "Loan_ID": "LP002533",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2947.0,
    "CoapplicantIncome": 1603.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2947.0, The co-applicant income is 1603.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 496,
    "label": "Approved",
    "Loan_ID": "LP002587",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2600.0,
    "CoapplicantIncome": 1700.0,
    "LoanAmount": 107.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2600.0, The co-applicant income is 1700.0, The loan amount is 107.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 507,
    "label": "Not Approved",
    "Loan_ID": "LP002625",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3583.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 96.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3583.0, The co-applicant income is 0.0, The loan amount is 96.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 508,
    "label": "Approved",
    "Loan_ID": "LP002626",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 2479.0,
    "CoapplicantIncome": 3013.0,
    "LoanAmount": 188.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 2479.0, The co-applicant income is 3013.0, The loan amount is 188.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 535,
    "label": "Approved",
    "Loan_ID": "LP002732",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2550.0,
    "CoapplicantIncome": 2042.0,
    "LoanAmount": 126.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2550.0, The co-applicant income is 2042.0, The loan amount is 126.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 538,
    "label": "Not Approved",
    "Loan_ID": "LP002739",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2917.0,
    "CoapplicantIncome": 536.0,
    "LoanAmount": 66.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2917.0, The co-applicant income is 536.0, The loan amount is 66.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 544,
    "label": "Approved",
    "Loan_ID": "LP002757",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3017.0,
    "CoapplicantIncome": 663.0,
    "LoanAmount": 102.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome <= 3707.500",
      "num__ApplicantIncome > 1458.000",
      "num__Loan_Amount_Term > 240.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 3017.0, The co-applicant income is 663.0, The loan amount is 102.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 556,
    "label": "Approved",
    "Loan_ID": "LP002794",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2667.0,
    "CoapplicantIncome": 1625.0,
    "LoanAmount": 84.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2667.0, The co-applicant income is 1625.0, The loan amount is 84.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 566,
    "label": "Approved",
    "Loan_ID": "LP002836",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3333.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 70.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3333.0, The co-applicant income is 0.0, The loan amount is 70.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 588,
    "label": "Approved",
    "Loan_ID": "LP002925",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4750.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 94.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No > 0.500",
      "num__LoanAmount <= 300.000",
      "num__ApplicantIncome <= 12631.000",
      "num__ApplicantIncome <= 9754.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4750.0, The co-applicant income is 0.0, The loan amount is 94.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 591,
    "label": "Not Approved",
    "Loan_ID": "LP002931",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 6000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 205.0,
    "Loan_Amount_Term": 240.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term <= 330.000",
      "num__ApplicantIncome > 4285.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 6000.0, The co-applicant income is 0.0, The loan amount is 205.0, The loan amount term is 240.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 594,
    "label": "Approved",
    "Loan_ID": "LP002938",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 16120.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 260.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 16120.0, The co-applicant income is 0.0, The loan amount is 260.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 596,
    "label": "Not Approved",
    "Loan_ID": "LP002941",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 6383.0,
    "CoapplicantIncome": 1000.0,
    "LoanAmount": 187.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Not Graduate, The self-employment status is Yes, The applicant income is 6383.0, The co-applicant income is 1000.0, The loan amount is 187.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 607,
    "label": "Approved",
    "Loan_ID": "LP002964",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3987.0,
    "CoapplicantIncome": 1411.0,
    "LoanAmount": 157.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term > 330.000",
      "cat__Property_Area_Semiurban <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 3987.0, The co-applicant income is 1411.0, The loan amount is 157.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 610,
    "label": "Approved",
    "Loan_ID": "LP002979",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4106.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 40.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Married_No <= 0.500",
      "num__ApplicantIncome > 3707.500",
      "num__Loan_Amount_Term <= 330.000",
      "num__ApplicantIncome <= 4285.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4106.0, The co-applicant income is 0.0, The loan amount is 40.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  }
]