Age,Gender,Marital Status,Occupation,Monthly Income,Educational Qualifications,Family size,latitude,longitude,Pin code,Output,Feedback, 20,Female,Single,Student,No Income,Post Graduate,4,12.9766,77.5993,560001,Yes,Positive,Yes 24,Female,Single,Student,Below Rs.10000,Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 22,Male,Single,Student,Below Rs.10000,Post Graduate,3,12.9551,77.6593,560017,Yes,Negative ,Yes 22,Female,Single,Student,No Income,Graduate,6,12.9473,77.5616,560019,Yes,Positive,Yes 22,Male,Single,Student,Below Rs.10000,Post Graduate,4,12.985,77.5533,560010,Yes,Positive,Yes 27,Female,Married,Employee,More than 50000,Post Graduate,2,12.9299,77.6848,560103,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,3,12.9828,77.6131,560042,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,12.9766,77.5993,560001,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,12.9854,77.7081,560048,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 23,Male,Single,Student,Below Rs.10000,Post Graduate,2,12.977,77.5773,560009,Yes,Negative ,Yes 23,Male,Single,Student,No Income,Post Graduate,5,12.8988,77.5764,560078,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,4,12.977,77.5773,560009,Yes,Positive,Yes 23,Female,Single,Self Employeed,10001 to 25000,Post Graduate,5,12.9438,77.5738,560004,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,6,12.8893,77.6399,560068,Yes,Positive,Yes 28,Female,Single,Employee,25001 to 50000,Post Graduate,2,12.9783,77.6408,560038,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,3,12.982,77.6256,560008,Yes,Negative ,Yes 25,Male,Single,Student,No Income,Graduate,4,12.8988,77.5764,560078,Yes,Negative ,Yes 21,Female,Single,Student,Below Rs.10000,Post Graduate,1,12.9783,77.6408,560038,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,4,13.0298,77.6047,560032,Yes,Positive,Yes 22,Female,Single,Student,No Income,Graduate,4,12.9983,77.6409,560033,Yes,Positive,Yes 23,Male,Single,Student,No Income,Graduate,4,12.9925,77.5633,560021,Yes,Positive,Yes 21,Male,Single,Student,Below Rs.10000,Post Graduate,3,12.9306,77.5434,560085,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,3,12.982,77.6256,560008,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,5,12.9353,77.5585,560050,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,3,12.9155,77.5135,560098,Yes,Positive,Yes 23,Female,Single,Employee,10001 to 25000,Graduate,3,12.9854,77.7081,560048,Yes,Positive,Yes 22,Male,Single,Student,Below Rs.10000,Post Graduate,4,13.0019,77.5713,560003,Yes,Positive,Yes 22,Female,Single,Employee,10001 to 25000,Graduate,5,12.9698,77.75,560066,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,4,12.9783,77.6408,560038,Yes,Positive,Yes 25,Male,Married,Employee,More than 50000,Ph.D,4,12.9261,77.6221,560034,Yes,Positive,Yes 22,Female,Single,Student,10001 to 25000,Post Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,2,12.9119,77.6446,560102,Yes,Positive,Yes 25,Male,Single,Student,10001 to 25000,Post Graduate,3,12.9306,77.5434,560085,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,5,12.977,77.5773,560009,No,Positive,No 32,Female,Prefer not to say,House wife,No Income,Graduate,5,12.982,77.6256,560008,Yes,Negative ,Yes 23,Female,Single,Student,No Income,Post Graduate,3,12.9438,77.5738,560004,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,12.8988,77.5764,560078,Yes,Positive,Yes 30,Male,Married,Self Employeed,More than 50000,Uneducated,4,12.9662,77.6068,560025,Yes,Negative ,Yes 23,Male,Single,Student,No Income,Graduate,3,12.9565,77.5484,560026,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,4,12.9925,77.5633,560021,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 27,Female,Married,Self Employeed,10001 to 25000,Post Graduate,2,12.9261,77.6221,560034,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,2,12.977,77.5773,560009,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,3,12.982,77.6256,560008,Yes,Negative ,Yes 22,Female,Single,Student,10001 to 25000,Post Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,5,13.0206,77.6479,560043,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,12.977,77.5773,560009,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,2,12.9635,77.5821,560002,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,3,12.9306,77.5434,560085,Yes,Positive,Yes 28,Female,Married,Student,No Income,Graduate,2,13.0067,77.545,560086,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,1,12.8845,77.6036,560076,Yes,Positive,Yes 24,Female,Single,Student,No Income,Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 31,Male,Married,Employee,More than 50000,Ph.D,5,12.9119,77.6446,560102,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,4,13.0067,77.545,560086,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,5,12.8988,77.5764,560078,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,3,12.8845,77.6036,560076,Yes,Positive,Yes 23,Male,Single,Student,25001 to 50000,Post Graduate,1,13.0158,77.539,560096,Yes,Positive,Yes 23,Male,Single,Student,No Income,Graduate,4,12.9343,77.6044,560029,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,13.0019,77.5713,560003,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,6,13.0012,77.5995,560046,Yes,Positive,Yes 24,Male,Single,Employee,10001 to 25000,Graduate,4,12.9442,77.6076,560030,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,13.0487,77.5923,560024,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,13.0487,77.5923,560024,Yes,Positive,Yes 24,Female,Married,Employee,More than 50000,Ph.D,4,12.9438,77.5738,560004,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,4,12.9889,77.5741,560020,Yes,Positive,Yes 24,Female,Single,Student,10001 to 25000,Post Graduate,3,12.9335,77.5691,560028,No,Positive,No 25,Female,Single,Student,No Income,Post Graduate,3,12.9766,77.5993,560001,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,2,12.8845,77.6036,560076,Yes,Positive,Yes 26,Male,Single,Student,No Income,Post Graduate,4,13.0019,77.5713,560003,Yes,Positive,Yes 24,Female,Single,Student,25001 to 50000,Post Graduate,3,13.102,77.5864,560064,Yes,Positive,Yes 26,Male,Single,Student,No Income,Post Graduate,4,12.9048,77.6821,560036,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,4,12.977,77.5773,560009,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,5,12.9337,77.59,560011,Yes,Positive,Yes 24,Male,Single,Student,10001 to 25000,Post Graduate,4,12.9037,77.5376,560061,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,3,12.9343,77.6044,560029,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,3,12.9438,77.5738,560004,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,4,12.9783,77.6408,560038,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,5,12.9337,77.59,560011,Yes,Positive,Yes 25,Male,Single,Student,No Income,Graduate,1,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,5,12.977,77.5773,560009,No,Positive,No 28,Male,Married,Self Employeed,10001 to 25000,Graduate,2,13.0289,77.54,560022,No,Negative ,No 27,Female,Prefer not to say,Employee,25001 to 50000,Post Graduate,5,13.0289,77.54,560022,No,Positive,No 26,Male,Single,Self Employeed,10001 to 25000,Ph.D,1,12.9698,77.75,560066,No,Positive,No 22,Male,Single,Student,No Income,Post Graduate,2,12.977,77.5773,560009,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,1,12.9561,77.5921,560027,Yes,Positive,Yes 25,Male,Single,Student,No Income,Graduate,1,12.977,77.5773,560009,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,5,13.0206,77.6479,560043,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,5,13.0206,77.6479,560043,Yes,Positive,Yes 26,Male,Married,Employee,25001 to 50000,Graduate,5,12.9579,77.6309,560007,No,Positive,No 32,Female,Married,House wife,No Income,Uneducated,3,13.014,77.5658,560012,No,Positive,No 24,Female,Single,Student,10001 to 25000,Post Graduate,3,12.9335,77.5691,560028,No,Positive,No 23,Male,Single,Student,No Income,Post Graduate,2,12.9442,77.6076,560030,Yes,Positive,Yes 22,Female,Single,Employee,10001 to 25000,Graduate,3,12.9698,77.75,560066,Yes,Positive,Yes 24,Female,Single,Student,No Income,Ph.D,3,12.9438,77.5738,560004,Yes,Positive,Yes 26,Male,Single,Employee,25001 to 50000,Graduate,2,12.9261,77.6221,560034,Yes,Negative ,Yes 28,Male,Married,Employee,More than 50000,Graduate,3,12.9698,77.75,560066,No,Positive,No 26,Male,Single,Employee,More than 50000,Post Graduate,2,12.9698,77.75,560066,No,Positive,No 25,Male,Single,Student,No Income,Post Graduate,1,12.9343,77.6044,560029,Yes,Positive,Yes 25,Male,Single,Employee,Below Rs.10000,Graduate,2,12.9698,77.75,560066,No,Positive,No 18,Male,Single,Student,No Income,Graduate,5,12.9635,77.5821,560002,Yes,Positive,Yes 21,Male,Single,Student,No Income,Post Graduate,4,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,1,12.9343,77.6044,560029,Yes,Positive,Yes 25,Male,Single,Student,Below Rs.10000,Post Graduate,2,12.9925,77.5633,560021,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,5,13.0206,77.6479,560043,Yes,Positive,Yes 23,Male,Single,Employee,10001 to 25000,Post Graduate,2,12.985,77.5533,560010,Yes,Positive,Yes 25,Female,Married,Employee,25001 to 50000,Graduate,4,12.9551,77.6593,560017,No,Negative ,No 31,Female,Married,House wife,No Income,School,5,13.0289,77.54,560022,Yes,Positive,Yes 24,Male,Prefer not to say,Self Employeed,More than 50000,Ph.D,2,13.0138,77.5877,560006,No,Positive,No 32,Female,Married,Employee,25001 to 50000,Graduate,5,12.9261,77.6221,560034,Yes,Positive,Yes 25,Male,Single,Employee,25001 to 50000,Graduate,3,12.9766,77.5993,560001,Yes,Positive,Yes 27,Female,Married,Self Employeed,More than 50000,Graduate,5,12.9766,77.5993,560001,No,Positive,No 26,Male,Single,Self Employeed,25001 to 50000,Graduate,3,12.9766,77.5993,560001,Yes,Positive,Yes 26,Female,Single,Self Employeed,25001 to 50000,Post Graduate,3,12.9635,77.5821,560002,Yes,Positive,Yes 32,Male,Married,Employee,More than 50000,Ph.D,5,12.9635,77.5821,560002,Yes,Negative ,Yes 24,Male,Married,Self Employeed,More than 50000,Ph.D,6,12.9635,77.5821,560002,No,Negative ,No 27,Female,Married,Self Employeed,25001 to 50000,Graduate,3,12.9635,77.5821,560002,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Student,No Income,Post Graduate,4,12.977,77.5773,560009,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,13.0487,77.5923,560024,Yes,Positive,Yes 28,Male,Married,Employee,More than 50000,Post Graduate,3,13.0019,77.5713,560003,Yes,Positive,Yes 32,Female,Married,Employee,More than 50000,Graduate,1,13.0019,77.5713,560003,No,Positive,No 23,Male,Single,Student,No Income,Post Graduate,2,13.0019,77.5713,560003,Yes,Positive,Yes 19,Male,Single,Student,No Income,Graduate,2,13.0019,77.5713,560003,No,Negative ,No 19,Female,Single,Student,No Income,Graduate,4,12.9537,77.6176,560047,Yes,Positive,Yes 27,Female,Married,Employee,25001 to 50000,Post Graduate,2,12.9698,77.75,560066,No,Positive,No 25,Male,Single,Self Employeed,25001 to 50000,Graduate,3,12.998,77.6227,560005,Yes,Positive,Yes 33,Male,Married,Employee,More than 50000,Ph.D,5,12.998,77.6227,560005,No,Negative ,No 26,Female,Single,Employee,More than 50000,Graduate,3,12.998,77.6227,560005,Yes,Positive,Yes 22,Female,Single,Student,Below Rs.10000,Post Graduate,4,12.9343,77.6044,560029,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,3,13.102,77.5864,560064,No,Positive,No 22,Female,Single,Student,No Income,Graduate,3,13.0158,77.539,560096,Yes,Negative ,Yes 25,Male,Married,Employee,25001 to 50000,Graduate,2,12.998,77.6227,560005,Yes,Positive,Yes 30,Female,Married,House wife,No Income,School,5,12.998,77.6227,560005,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,3,13.0138,77.5877,560006,No,Negative ,No 25,Male,Single,Employee,10001 to 25000,Post Graduate,3,13.0138,77.5877,560006,Yes,Positive,Yes 23,Male,Single,Student,More than 50000,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,4,13.0496,77.4941,560073,Yes,Positive,Yes 32,Male,Married,Employee,10001 to 25000,Graduate,4,12.9783,77.6408,560038,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,4,12.9889,77.5741,560020,Yes,Positive,Yes 23,Male,Single,Student,More than 50000,Post Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,13.0487,77.5923,560024,Yes,Positive,Yes 20,Male,Single,Student,No Income,Graduate,2,12.9579,77.6309,560007,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,2,12.9579,77.6309,560007,Yes,Positive,Yes 24,Female,Married,Self Employeed,10001 to 25000,Graduate,5,12.9579,77.6309,560007,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,13.0487,77.5923,560024,Yes,Positive,Yes 25,Male,Single,Employee,25001 to 50000,Post Graduate,3,12.985,77.5533,560010,Yes,Positive,Yes 32,Female,Married,House wife,No Income,Graduate,3,12.985,77.5533,560010,Yes,Positive,Yes 27,Male,Married,Employee,More than 50000,Ph.D,5,12.985,77.5533,560010,No,Negative ,No 20,Female,Single,Student,No Income,Graduate,2,12.9337,77.59,560011,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,2,12.9337,77.59,560011,Yes,Positive,Yes 26,Male,Single,Employee,More than 50000,Post Graduate,3,12.9337,77.59,560011,No,Negative ,No 25,Male,Single,Employee,10001 to 25000,Graduate,4,13.0166,77.6804,560016,Yes,Positive,Yes 26,Male,Single,Employee,25001 to 50000,Post Graduate,3,13.014,77.5658,560012,Yes,Positive,Yes 26,Female,Married,Employee,25001 to 50000,Graduate,3,13.014,77.5658,560012,Yes,Positive,Yes 27,Male,Single,Employee,More than 50000,Ph.D,4,13.0503,77.5529,560013,No,Positive,No 27,Female,Single,Student,No Income,Ph.D,5,13.0503,77.5529,560013,No,Negative ,No 24,Female,Single,Student,No Income,Post Graduate,5,12.9883,77.5987,560051,Yes,Positive,Yes 25,Male,Married,Self Employeed,More than 50000,School,2,13.0626,77.5284,560015,Yes,Positive,Yes 20,Male,Single,Student,No Income,Graduate,2,13.0626,77.5284,560015,No,Negative ,No 22,Male,Single,Student,No Income,Post Graduate,1,13.0626,77.5284,560015,Yes,Positive,Yes 26,Female,Married,Student,Below Rs.10000,Ph.D,3,13.0166,77.6804,560016,Yes,Positive,Yes 27,Male,Prefer not to say,Employee,25001 to 50000,Post Graduate,1,13.0166,77.6804,560016,Yes,Positive,Yes 25,Female,Single,Student,No Income,Post Graduate,3,12.9551,77.6593,560017,Yes,Positive,Yes 24,Male,Single,Employee,Below Rs.10000,Graduate,2,12.9551,77.6593,560017,Yes,Positive,Yes 23,Female,Single,Employee,10001 to 25000,Graduate,6,12.9551,77.6593,560017,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,2,12.957,77.5637,560018,No,Positive,No 26,Male,Married,Self Employeed,More than 50000,Post Graduate,3,12.957,77.5637,560018,No,Negative ,No 26,Male,Single,Employee,Below Rs.10000,Post Graduate,1,12.957,77.5637,560018,Yes,Negative ,Yes 25,Female,Married,Self Employeed,25001 to 50000,Post Graduate,3,12.957,77.5637,560018,No,Positive,No 29,Female,Married,Employee,More than 50000,Graduate,3,12.957,77.5637,560018,No,Positive,No 23,Male,Single,Student,Below Rs.10000,Graduate,3,12.8652,77.524,560109,Yes,Negative ,Yes 22,Female,Single,Employee,25001 to 50000,Graduate,4,12.9698,77.75,560066,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,2,12.9889,77.5741,560020,No,Positive,No 32,Female,Married,House wife,No Income,School,5,12.9889,77.5741,560020,Yes,Positive,Yes 28,Male,Married,Employee,More than 50000,Post Graduate,1,12.9925,77.5633,560021,Yes,Positive,Yes 22,Male,Single,Student,No Income,Post Graduate,2,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Employee,10001 to 25000,Graduate,2,12.9757,77.5586,560023,Yes,Positive,Yes 26,Female,Married,Employee,25001 to 50000,Post Graduate,2,12.9757,77.5586,560023,No,Negative ,No 31,Male,Married,Self Employeed,More than 50000,School,6,13.0487,77.5923,560024,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,3,13.0487,77.5923,560024,No,Negative ,No 24,Male,Single,Employee,25001 to 50000,Post Graduate,2,12.9662,77.6068,560025,Yes,Positive,Yes 31,Female,Married,Employee,More than 50000,Ph.D,5,12.9662,77.6068,560025,Yes,Positive,Yes 26,Male,Single,Employee,25001 to 50000,Graduate,2,12.9343,77.6044,560029,Yes,Positive,Yes 24,Female,Married,Self Employeed,More than 50000,Graduate,2,12.9343,77.6044,560029,Yes,Positive,Yes 22,Female,Single,Student,No Income,Graduate,3,12.9343,77.6044,560029,Yes,Positive,Yes 19,Male,Single,Student,No Income,Graduate,6,12.9442,77.6076,560030,Yes,Positive,Yes 25,Male,Married,Employee,More than 50000,Post Graduate,6,12.9442,77.6076,560030,Yes,Positive,Yes 23,Female,Married,House wife,No Income,School,6,12.9442,77.6076,560030,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,2,13.0298,77.6047,560032,No,Negative ,No 23,Male,Single,Student,No Income,Post Graduate,2,12.9261,77.6221,560034,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,5,12.9621,77.5376,560104,Yes,Positive,Yes 22,Female,Single,Employee,25001 to 50000,Graduate,4,12.8845,77.6036,560076,Yes,Positive,Yes 26,Male,Married,Employee,More than 50000,Graduate,4,12.9048,77.6821,560036,Yes,Positive,Yes 25,Female,Single,Student,No Income,Ph.D,3,12.9048,77.6821,560036,Yes,Positive,Yes 20,Male,Single,Student,No Income,Graduate,2,12.9261,77.6221,560034,Yes,Positive,Yes 29,Male,Married,Employee,25001 to 50000,Graduate,4,12.9261,77.6221,560034,No,Negative ,No 23,Female,Single,Student,No Income,Graduate,1,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Self Employeed,More than 50000,Graduate,2,12.9783,77.6408,560038,Yes,Positive,Yes 29,Female,Married,Employee,25001 to 50000,Graduate,4,12.9783,77.6408,560038,No,Negative ,No 27,Male,Married,Self Employeed,25001 to 50000,Graduate,6,12.9217,77.5936,560041,No,Negative ,No 25,Male,Single,Self Employeed,10001 to 25000,Graduate,3,13.0206,77.6479,560043,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,2,13.0012,77.5995,560046,No,Negative ,No 23,Male,Single,Student,No Income,Graduate,3,13.0223,77.7132,560049,Yes,Positive,Yes 24,Female,Single,Employee,10001 to 25000,Post Graduate,4,12.9337,77.59,560011,Yes,Positive,Yes 32,Male,Married,Self Employeed,10001 to 25000,School,3,12.982,77.6256,560008,Yes,Negative ,Yes 28,Male,Married,Employee,25001 to 50000,Post Graduate,5,13.0262,77.62,560045,Yes,Positive,Yes 26,Male,Single,Employee,10001 to 25000,Graduate,2,12.9217,77.5936,560041,No,Negative ,No 31,Female,Married,House wife,No Income,Graduate,5,13.0078,77.5577,560055,Yes,Positive,Yes 27,Female,Married,Self Employeed,25001 to 50000,Graduate,3,13.0078,77.5577,560055,Yes,Positive,Yes 21,Female,Single,Student,No Income,Post Graduate,1,12.9217,77.5936,560041,Yes,Positive,Yes 23,Female,Single,Student,No Income,Graduate,2,12.9105,77.4842,560060,No,Positive,No 26,Male,Married,Employee,10001 to 25000,Graduate,4,12.9105,77.4842,560060,No,Positive,No 32,Male,Married,Employee,More than 50000,Graduate,5,12.9037,77.5376,560061,Yes,Positive,Yes 25,Female,Married,Student,No Income,Post Graduate,2,12.8834,77.5486,560062,Yes,Positive,Yes 28,Male,Single,Self Employeed,10001 to 25000,Post Graduate,2,12.9149,77.5635,560070,Yes,Positive,Yes 21,Female,Single,Student,No Income,Post Graduate,3,12.9149,77.5635,560070,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,2,12.9706,77.6529,560075,Yes,Positive,Yes 26,Female,Married,Self Employeed,10001 to 25000,Graduate,5,12.9706,77.6529,560075,No,Negative ,No 32,Male,Married,Employee,25001 to 50000,Graduate,3,12.9706,77.6529,560075,Yes,Positive,Yes 29,Male,Single,Self Employeed,More than 50000,Graduate,6,12.8845,77.6036,560076,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,5,12.9783,77.6408,560038,Yes,Positive,Yes 24,Female,Single,Self Employeed,25001 to 50000,Post Graduate,3,13.0103,77.5796,560080,No,Negative ,No 26,Male,Prefer not to say,Self Employeed,More than 50000,Post Graduate,2,13.0103,77.5796,560080,Yes,Positive,Yes 25,Male,Married,Employee,More than 50000,Ph.D,3,12.9306,77.5434,560085,Yes,Positive,Yes 29,Male,Single,Employee,25001 to 50000,Graduate,3,13.0641,77.5931,560092,No,Negative ,No 22,Male,Single,Student,No Income,Graduate,3,13.0158,77.539,560096,Yes,Positive,Yes 24,Male,Single,Student,No Income,Graduate,2,12.9561,77.5921,560027,Yes,Positive,Yes 27,Male,Married,Employee,25001 to 50000,Graduate,2,12.8845,77.6036,560076,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,3,12.9369,77.6407,560095,No,Positive,No 32,Male,Married,Employee,More than 50000,Post Graduate,6,12.9369,77.6407,560095,Yes,Positive,Yes 22,Female,Single,Student,No Income,Graduate,2,12.9369,77.6407,560095,Yes,Positive,Yes 28,Male,Married,Employee,25001 to 50000,Graduate,3,12.9369,77.6407,560095,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,13.0158,77.539,560096,Yes,Positive,Yes 30,Male,Married,Self Employeed,More than 50000,Graduate,1,13.0809,77.5565,560097,No,Negative ,No 21,Male,Single,Student,No Income,Graduate,3,13.0641,77.5931,560092,Yes,Positive,Yes 26,Female,Married,Employee,Below Rs.10000,Graduate,6,12.9859,77.6713,560093,No,Negative ,No 25,Male,Single,Self Employeed,More than 50000,School,3,12.9859,77.6713,560093,Yes,Positive,Yes 31,Male,Prefer not to say,Employee,Below Rs.10000,Graduate,1,12.9866,77.4904,560091,No,Negative ,No 23,Female,Single,Employee,25001 to 50000,Post Graduate,2,12.9847,77.5491,560100,Yes,Positive,Yes 29,Female,Married,Employee,25001 to 50000,Ph.D,3,12.9847,77.5491,560100,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,6,12.9847,77.5491,560100,Yes,Positive,Yes 20,Male,Single,Student,No Income,Graduate,3,12.9299,77.6848,560103,Yes,Positive,Yes 22,Male,Single,Employee,10001 to 25000,Graduate,2,12.9299,77.6848,560103,Yes,Positive,Yes 30,Female,Married,House wife,No Income,School,6,12.9828,77.6131,560042,No,Positive,No 27,Male,Married,Self Employeed,More than 50000,Graduate,3,12.989,77.5332,560079,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,2,12.977,77.5773,560009,No,Negative ,No 30,Male,Married,Self Employeed,25001 to 50000,School,6,12.9251,77.4992,560059,No,Negative ,No 23,Male,Single,Student,No Income,Post Graduate,3,12.9967,77.7582,560067,Yes,Positive,Yes 28,Female,Married,Employee,25001 to 50000,Post Graduate,6,12.9967,77.7582,560067,No,Negative ,No 30,Male,Married,Self Employeed,More than 50000,Graduate,6,12.9967,77.7582,560067,Yes,Positive,Yes 24,Female,Married,Employee,25001 to 50000,Post Graduate,2,12.957,77.5637,560018,Yes,Negative ,Yes 21,Male,Single,Student,No Income,Graduate,2,12.957,77.5637,560018,No,Negative ,No 23,Female,Prefer not to say,Employee,10001 to 25000,Graduate,3,12.9889,77.5741,560020,No,Negative ,No 25,Male,Married,Self Employeed,More than 50000,Post Graduate,4,13.0206,77.6479,560043,Yes,Positive,Yes 24,Female,Single,Employee,25001 to 50000,Graduate,2,12.8893,77.6399,560068,Yes,Positive,Yes 26,Male,Married,Employee,10001 to 25000,Graduate,3,12.8893,77.6399,560068,No,Negative ,No 25,Female,Single,Employee,25001 to 50000,Post Graduate,2,12.9967,77.7582,560067,Yes,Positive,Yes 22,Male,Single,Student,25001 to 50000,Graduate,3,12.9783,77.6408,560038,Yes,Positive,Yes 26,Female,Single,Employee,25001 to 50000,Post Graduate,2,12.9783,77.6408,560038,Yes,Positive,Yes 23,Male,Single,Employee,10001 to 25000,Graduate,2,12.9925,77.5633,560021,Yes,Positive,Yes 21,Female,Single,Employee,Below Rs.10000,Graduate,2,12.9925,77.5633,560021,No,Negative ,No 25,Male,Married,Self Employeed,25001 to 50000,Graduate,3,12.9561,77.5921,560027,Yes,Positive,Yes 24,Female,Married,Employee,10001 to 25000,Post Graduate,2,12.9561,77.5921,560027,Yes,Positive,Yes 22,Male,Married,Student,No Income,Graduate,2,13.0734,77.5464,560014,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,13.0487,77.5923,560024,Yes,Positive,Yes 24,Male,Married,Employee,More than 50000,Post Graduate,3,12.9515,77.4921,560056,Yes,Positive,Yes 22,Female,Single,Student,No Income,Graduate,2,12.9515,77.4921,560056,Yes,Positive,Yes 30,Male,Married,Employee,More than 50000,Graduate,5,12.9719,77.5128,560072,No,Negative ,No 23,Female,Prefer not to say,Employee,10001 to 25000,Graduate,4,12.9048,77.6821,560036,Yes,Positive,Yes 19,Male,Single,Student,No Income,Graduate,6,12.9048,77.6821,560036,Yes,Positive,Yes 21,Female,Single,Student,No Income,Graduate,2,13.0103,77.5796,560080,Yes,Positive,Yes 23,Male,Single,Student,No Income,Graduate,4,13.0103,77.5796,560080,Yes,Positive,Yes 24,Female,Single,Employee,25001 to 50000,Graduate,3,12.8893,77.6399,560068,Yes,Positive,Yes 26,Female,Married,Employee,10001 to 25000,Post Graduate,2,12.9828,77.6131,560042,No,Positive,No 26,Female,Single,Student,No Income,Ph.D,2,12.9757,77.5586,560023,Yes,Positive,Yes 25,Female,Single,Student,10001 to 25000,Graduate,2,12.9757,77.5586,560023,Yes,Positive,Yes 28,Female,Married,Employee,25001 to 50000,Graduate,5,12.9757,77.5586,560023,No,Negative ,No 25,Female,Single,Student,No Income,Post Graduate,3,13.0734,77.5464,560014,Yes,Positive,Yes 20,Female,Single,Student,No Income,Graduate,2,13.0734,77.5464,560014,Yes,Positive,Yes 27,Female,Married,Self Employeed,More than 50000,Graduate,6,13.0734,77.5464,560014,No,Positive,No 25,Female,Married,Employee,25001 to 50000,Graduate,3,13.0626,77.5284,560015,No,Positive,No 24,Female,Single,Student,No Income,Post Graduate,5,13.0626,77.5284,560015,No,Negative ,No 25,Female,Married,Employee,More than 50000,Graduate,1,12.977,77.5773,560009,No,Negative ,No 25,Female,Prefer not to say,Employee,25001 to 50000,Post Graduate,3,12.998,77.6227,560005,No,Negative ,No 24,Female,Married,Student,Below Rs.10000,Ph.D,5,13.0626,77.5284,560015,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,3,13.0626,77.5284,560015,Yes,Positive,Yes 22,Male,Single,Employee,10001 to 25000,Graduate,1,13.0138,77.5877,560006,Yes,Positive,Yes 28,Male,Single,Employee,25001 to 50000,Post Graduate,2,13.0138,77.5877,560006,No,Negative ,No 25,Female,Single,Employee,More than 50000,Post Graduate,6,13.014,77.5658,560012,No,Negative ,No 22,Male,Single,Student,Below Rs.10000,Post Graduate,3,12.9551,77.6593,560017,Yes,Negative ,Yes 22,Female,Single,Student,No Income,Graduate,6,12.9473,77.5616,560019,Yes,Positive,Yes 22,Male,Single,Student,Below Rs.10000,Post Graduate,4,12.985,77.5533,560010,Yes,Positive,Yes 27,Female,Married,Employee,More than 50000,Post Graduate,2,12.9299,77.6848,560103,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,3,12.9828,77.6131,560042,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,12.9766,77.5993,560001,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,12.9854,77.7081,560048,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 23,Male,Single,Student,Below Rs.10000,Post Graduate,2,12.977,77.5773,560009,Yes,Negative ,Yes 32,Male,Married,Employee,More than 50000,Graduate,5,12.9037,77.5376,560061,Yes,Positive,Yes 25,Female,Married,Student,No Income,Post Graduate,2,12.8834,77.5486,560062,Yes,Positive,Yes 28,Male,Single,Self Employeed,10001 to 25000,Post Graduate,2,12.9149,77.5635,560070,Yes,Positive,Yes 21,Female,Single,Student,No Income,Post Graduate,3,12.9149,77.5635,560070,Yes,Positive,Yes 24,Male,Single,Student,No Income,Post Graduate,2,12.9706,77.6529,560075,Yes,Positive,Yes 26,Female,Married,Self Employeed,10001 to 25000,Graduate,5,12.9706,77.6529,560075,No,Negative ,No 32,Male,Married,Employee,25001 to 50000,Graduate,3,12.9706,77.6529,560075,Yes,Positive,Yes 29,Male,Single,Self Employeed,More than 50000,Graduate,6,12.8845,77.6036,560076,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,5,12.9783,77.6408,560038,Yes,Positive,Yes 24,Female,Single,Self Employeed,25001 to 50000,Post Graduate,3,13.0103,77.5796,560080,No,Negative ,No 26,Male,Prefer not to say,Self Employeed,More than 50000,Post Graduate,2,13.0103,77.5796,560080,Yes,Positive,Yes 21,Male,Married,Employee,More than 50000,Ph.D,3,12.9306,77.5434,560085,Yes,Positive,Yes 29,Male,Single,Employee,25001 to 50000,Graduate,3,13.0641,77.5931,560092,No,Negative ,No 22,Male,Single,Student,No Income,Graduate,3,13.0158,77.539,560096,Yes,Positive,Yes 24,Male,Single,Student,No Income,Graduate,2,12.9561,77.5921,560027,Yes,Positive,Yes 27,Male,Married,Employee,25001 to 50000,Graduate,2,12.8845,77.6036,560076,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,3,12.9369,77.6407,560095,No,Positive,No 32,Male,Married,Employee,More than 50000,Post Graduate,6,12.9369,77.6407,560095,Yes,Positive,Yes 22,Female,Single,Student,No Income,Graduate,2,12.9369,77.6407,560095,Yes,Positive,Yes 22,Female,Single,Employee,25001 to 50000,Graduate,4,12.8845,77.6036,560076,Yes,Positive,Yes 26,Male,Married,Employee,More than 50000,Graduate,4,12.9048,77.6821,560036,Yes,Positive,Yes 25,Female,Single,Student,No Income,Ph.D,3,12.9048,77.6821,560036,Yes,Positive,Yes 20,Male,Single,Student,No Income,Graduate,2,12.9261,77.6221,560034,Yes,Positive,Yes 29,Male,Married,Employee,25001 to 50000,Graduate,4,12.9261,77.6221,560034,No,Negative ,No 23,Female,Single,Student,No Income,Graduate,1,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Self Employeed,More than 50000,Graduate,2,12.9783,77.6408,560038,Yes,Positive,Yes 29,Female,Married,Employee,25001 to 50000,Graduate,4,12.9783,77.6408,560038,No,Negative ,No 27,Male,Married,Self Employeed,25001 to 50000,Graduate,6,12.9217,77.5936,560041,No,Positive,No 25,Male,Single,Self Employeed,10001 to 25000,Graduate,3,13.0206,77.6479,560043,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,2,13.0012,77.5995,560046,No,Negative ,No 23,Male,Single,Student,No Income,Graduate,3,13.0223,77.7132,560049,Yes,Positive,Yes 24,Female,Single,Employee,10001 to 25000,Post Graduate,4,12.9337,77.59,560011,Yes,Positive,Yes 22,Male,Married,Self Employeed,10001 to 25000,School,3,12.982,77.6256,560008,Yes,Negative ,Yes 28,Male,Married,Employee,25001 to 50000,Post Graduate,5,13.0262,77.62,560045,Yes,Positive,Yes 26,Male,Single,Employee,10001 to 25000,Graduate,2,12.9217,77.5936,560041,No,Negative ,No 22,Female,Single,Employee,25001 to 50000,Graduate,4,12.8845,77.6036,560076,Yes,Positive,Yes 26,Male,Married,Employee,More than 50000,Graduate,4,12.9048,77.6821,560036,Yes,Positive,Yes 25,Female,Single,Student,No Income,Ph.D,3,12.9048,77.6821,560036,Yes,Positive,Yes 20,Male,Single,Student,No Income,Graduate,2,12.9261,77.6221,560034,Yes,Positive,Yes 29,Male,Married,Employee,25001 to 50000,Graduate,4,12.9261,77.6221,560034,No,Negative ,No 23,Female,Single,Student,No Income,Graduate,1,12.977,77.5773,560009,Yes,Positive,Yes 25,Male,Single,Self Employeed,More than 50000,Graduate,2,12.9783,77.6408,560038,Yes,Positive,Yes 29,Female,Married,Employee,25001 to 50000,Graduate,4,12.9783,77.6408,560038,No,Positive,No 27,Male,Married,Self Employeed,25001 to 50000,Graduate,6,12.9217,77.5936,560041,No,Positive,No 25,Male,Single,Self Employeed,10001 to 25000,Graduate,3,13.0206,77.6479,560043,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,2,13.0012,77.5995,560046,No,Positive,No 24,Male,Single,Student,No Income,Post Graduate,2,12.9706,77.6529,560075,Yes,Positive,Yes 26,Female,Married,Self Employeed,10001 to 25000,Graduate,5,12.9706,77.6529,560075,No,Negative ,No 32,Male,Married,Employee,25001 to 50000,Graduate,3,12.9706,77.6529,560075,Yes,Positive,Yes 29,Male,Single,Self Employeed,More than 50000,Graduate,6,12.8845,77.6036,560076,Yes,Positive,Yes 21,Male,Single,Student,No Income,Graduate,5,12.9783,77.6408,560038,Yes,Positive,Yes 24,Female,Single,Self Employeed,25001 to 50000,Post Graduate,3,13.0103,77.5796,560080,No,Negative ,No 26,Male,Prefer not to say,Self Employeed,More than 50000,Post Graduate,2,13.0103,77.5796,560080,Yes,Positive,Yes 31,Male,Married,Employee,More than 50000,Ph.D,3,12.9306,77.5434,560085,Yes,Positive,Yes 29,Male,Single,Employee,25001 to 50000,Graduate,3,13.0641,77.5931,560092,No,Negative ,No 22,Male,Single,Student,No Income,Graduate,3,13.0158,77.539,560096,Yes,Positive,Yes 24,Male,Single,Student,No Income,Graduate,2,12.9561,77.5921,560027,Yes,Positive,Yes 27,Male,Married,Employee,25001 to 50000,Graduate,2,12.8845,77.6036,560076,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,3,12.9369,77.6407,560095,No,Positive,No 30,Male,Married,Employee,More than 50000,Post Graduate,6,12.9369,77.6407,560095,Yes,Positive,Yes 22,Female,Single,Student,No Income,Graduate,2,12.9369,77.6407,560095,Yes,Positive,Yes 28,Male,Married,Employee,25001 to 50000,Graduate,3,12.9369,77.6407,560095,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,13.0158,77.539,560096,Yes,Positive,Yes 30,Male,Married,Self Employeed,More than 50000,Graduate,1,13.0809,77.5565,560097,No,Negative ,No 21,Male,Single,Student,No Income,Graduate,3,13.0641,77.5931,560092,Yes,Negative ,Yes 26,Female,Married,Employee,Below Rs.10000,Graduate,6,12.9859,77.6713,560093,No,Negative ,No 25,Male,Single,Self Employeed,More than 50000,School,3,12.9859,77.6713,560093,Yes,Positive,Yes 31,Male,Prefer not to say,Employee,Below Rs.10000,Graduate,1,12.9866,77.4904,560091,No,Negative ,No 23,Female,Single,Employee,25001 to 50000,Post Graduate,2,12.9847,77.5491,560100,Yes,Positive,Yes 22,Male,Single,Student,Below Rs.10000,Post Graduate,4,12.985,77.5533,560010,Yes,Positive,Yes 27,Female,Married,Employee,More than 50000,Post Graduate,2,12.9299,77.6848,560103,Yes,Positive,Yes 22,Male,Single,Student,No Income,Graduate,3,12.977,77.5773,560009,Yes,Positive,Yes 24,Female,Single,Student,No Income,Post Graduate,3,12.9828,77.6131,560042,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,2,12.9766,77.5993,560001,Yes,Positive,Yes 23,Female,Single,Student,No Income,Post Graduate,4,12.9854,77.7081,560048,Yes,Positive,Yes 22,Female,Single,Student,No Income,Post Graduate,5,12.985,77.5533,560010,Yes,Positive,Yes 23,Male,Single,Student,Below Rs.10000,Post Graduate,2,12.977,77.5773,560009,Yes,Positive,Yes 23,Male,Single,Student,No Income,Post Graduate,5,12.8988,77.5764,560078,Yes,Positive,Yes