| Loan_ID,Gender,Married,Dependents,Education,Self_Employed,ApplicantIncome,CoapplicantIncome,LoanAmount,Loan_Amount_Term,Credit_History,Property_Area,Loan_Status | |
| LP001157,Female,No,0,Graduate,No,3086,0,120.0,360.0,1.0,Semiurban,Y | |
| LP001266,Male,Yes,1,Graduate,Yes,2395,0,,360.0,1.0,Semiurban,Y | |
| LP002347,Male,Yes,0,Graduate,No,3246,1417,138.0,360.0,1.0,Semiurban,Y | |
| LP002950,Male,Yes,0,Not Graduate,,2894,2792,155.0,360.0,1.0,Rural,Y | |
| LP001498,Male,No,0,Graduate,No,5417,0,168.0,360.0,1.0,Urban,Y | |
| LP002067,Male,Yes,1,Graduate,Yes,8666,4983,376.0,360.0,0.0,Rural,N | |
| LP001497,Male,Yes,2,Graduate,No,5042,2083,185.0,360.0,1.0,Rural,N | |
| LP001136,Male,Yes,0,Not Graduate,Yes,4695,0,96.0,,1.0,Urban,Y | |
| LP002547,Male,Yes,1,Graduate,No,18333,0,500.0,360.0,1.0,Urban,N | |
| LP002784,Male,Yes,1,Not Graduate,No,2492,2375,,360.0,1.0,Rural,Y | |
| LP002723,Male,No,2,Graduate,No,3588,0,110.0,360.0,0.0,Rural,N | |
| LP002842,Male,Yes,1,Graduate,No,3417,1750,186.0,360.0,1.0,Urban,Y | |
| LP002545,Male,No,2,Graduate,No,3547,0,80.0,360.0,0.0,Rural,N | |
| LP001807,Male,Yes,2,Graduate,Yes,6250,1300,108.0,360.0,1.0,Rural,Y | |
| LP001289,Male,No,0,Graduate,No,8566,0,210.0,360.0,1.0,Urban,Y | |
| LP001814,Male,Yes,2,Graduate,No,9703,0,112.0,360.0,1.0,Urban,Y | |
| LP002024,,Yes,0,Graduate,No,2473,1843,159.0,360.0,1.0,Rural,N | |
| LP002205,Male,No,1,Graduate,No,3062,1987,111.0,180.0,0.0,Urban,N | |
| LP002501,,Yes,0,Graduate,No,16692,0,110.0,360.0,1.0,Semiurban,Y | |
| LP001391,Male,Yes,0,Not Graduate,No,3572,4114,152.0,,0.0,Rural,N | |
| LP002738,Male,No,2,Graduate,No,3617,0,107.0,360.0,1.0,Semiurban,Y | |
| LP001448,,Yes,3+,Graduate,No,23803,0,370.0,360.0,1.0,Rural,Y | |
| LP001581,Male,Yes,0,Not Graduate,,1820,1769,95.0,360.0,1.0,Rural,Y | |
| LP002643,Male,Yes,2,Graduate,No,3283,2035,148.0,360.0,1.0,Urban,Y | |
| LP002449,Male,Yes,0,Graduate,No,2483,2466,90.0,180.0,0.0,Rural,Y | |
| LP001698,Male,No,0,Not Graduate,No,3975,2531,55.0,360.0,1.0,Rural,Y | |
| LP001736,Male,Yes,0,Graduate,No,2221,0,60.0,360.0,0.0,Urban,N | |
| LP001936,Male,Yes,0,Graduate,No,3075,2416,139.0,360.0,1.0,Rural,Y | |
| LP001674,Male,Yes,1,Not Graduate,No,2600,2500,90.0,360.0,1.0,Semiurban,Y | |
| LP001577,Female,Yes,0,Graduate,No,4583,0,112.0,360.0,1.0,Rural,N | |
| LP002772,Male,No,0,Graduate,No,2526,1783,145.0,360.0,1.0,Rural,Y | |
| LP002877,Male,Yes,1,Graduate,No,1782,2232,107.0,360.0,1.0,Rural,Y | |
| LP001978,Male,No,0,Graduate,No,4000,2500,140.0,360.0,1.0,Rural,Y | |
| LP001903,Male,Yes,0,Graduate,No,3993,3274,207.0,360.0,1.0,Semiurban,Y | |
| LP001666,Male,No,0,Graduate,No,8333,3750,187.0,360.0,1.0,Rural,Y | |
| LP002106,Male,Yes,,Graduate,Yes,5503,4490,70.0,,1.0,Semiurban,Y | |
| LP001038,Male,Yes,0,Not Graduate,No,4887,0,133.0,360.0,1.0,Rural,N | |
| LP001528,Male,No,0,Graduate,No,6277,0,118.0,360.0,0.0,Rural,N | |
| LP002181,Male,No,0,Not Graduate,No,6216,0,133.0,360.0,1.0,Rural,N | |
| LP001519,Female,No,0,Graduate,No,10000,1666,225.0,360.0,1.0,Rural,N | |
| LP001702,Male,No,0,Graduate,No,3418,0,127.0,360.0,1.0,Semiurban,N | |
| LP001778,Male,Yes,1,Graduate,No,3155,1779,140.0,360.0,1.0,Semiurban,Y | |
| LP001888,Female,No,0,Graduate,No,3237,0,30.0,360.0,1.0,Urban,Y | |
| LP002361,Male,Yes,0,Graduate,No,1820,1719,100.0,360.0,1.0,Urban,Y | |
| LP001907,Male,Yes,0,Graduate,No,14583,0,436.0,360.0,1.0,Semiurban,Y | |
| LP001027,Male,Yes,2,Graduate,,2500,1840,109.0,360.0,1.0,Urban,Y | |
| LP001875,Male,No,0,Graduate,No,4095,3447,151.0,360.0,1.0,Rural,Y | |
| LP001594,Male,Yes,0,Graduate,No,5708,5625,187.0,360.0,1.0,Semiurban,Y | |
| LP001945,Female,No,,Graduate,No,5417,0,143.0,480.0,0.0,Urban,N | |
| LP002795,Male,Yes,3+,Graduate,Yes,10139,0,260.0,360.0,1.0,Semiurban,Y | |
| LP002959,Female,Yes,1,Graduate,No,12000,0,496.0,360.0,1.0,Semiurban,Y | |
| LP001032,Male,No,0,Graduate,No,4950,0,125.0,360.0,1.0,Urban,Y | |
| LP002530,,Yes,2,Graduate,No,2873,1872,132.0,360.0,0.0,Semiurban,N | |
| LP001758,Male,Yes,2,Graduate,No,6250,1695,210.0,360.0,1.0,Semiurban,Y | |
| LP001691,Male,Yes,2,Not Graduate,No,3917,0,124.0,360.0,1.0,Semiurban,Y | |
| LP002053,Male,Yes,3+,Graduate,No,4342,189,124.0,360.0,1.0,Semiurban,Y | |
| LP002287,Female,No,0,Graduate,No,1500,1800,103.0,360.0,0.0,Semiurban,N | |
| LP001151,Female,No,0,Graduate,No,4000,2275,144.0,360.0,1.0,Semiurban,Y | |
| LP001955,Female,No,0,Graduate,No,5000,2541,151.0,480.0,1.0,Rural,N | |
| LP001998,Male,Yes,2,Not Graduate,No,7667,0,185.0,360.0,,Rural,Y | |
| LP001370,Male,No,0,Not Graduate,,7333,0,120.0,360.0,1.0,Rural,N | |
| LP002035,Male,Yes,2,Graduate,No,3717,0,120.0,360.0,1.0,Semiurban,Y | |
| LP002606,Female,No,0,Graduate,No,3159,0,100.0,360.0,1.0,Semiurban,Y | |