diff --git "a/Test.csv" "b/Test.csv" new file mode 100644--- /dev/null +++ "b/Test.csv" @@ -0,0 +1,2628 @@ +ID,Gender,Ever_Married,Age,Graduated,Profession,Work_Experience,Spending_Score,Family_Size,Var_1 +458989,Female,Yes,36,Yes,Engineer,0.0,Low,1.0,Cat_6 +458994,Male,Yes,37,Yes,Healthcare,8.0,Average,4.0,Cat_6 +458996,Female,Yes,69,No,,0.0,Low,1.0,Cat_6 +459000,Male,Yes,59,No,Executive,11.0,High,2.0,Cat_6 +459001,Female,No,19,No,Marketing,,Low,4.0,Cat_6 +459003,Male,Yes,47,Yes,Doctor,0.0,High,5.0,Cat_4 +459005,Male,Yes,61,Yes,Doctor,5.0,Low,3.0,Cat_6 +459008,Female,Yes,47,Yes,Artist,1.0,Average,3.0,Cat_6 +459013,Male,Yes,50,Yes,Artist,2.0,Average,4.0,Cat_6 +459014,Male,No,19,No,Healthcare,0.0,Low,4.0,Cat_6 +459015,Male,No,22,No,Healthcare,0.0,Low,3.0,Cat_6 +459016,Female,No,22,No,Healthcare,0.0,Low,6.0,Cat_6 +459024,Male,Yes,50,Yes,Artist,1.0,Average,5.0,Cat_6 +459026,Male,No,27,No,Healthcare,8.0,Low,3.0,Cat_3 +459032,Male,No,18,No,Doctor,0.0,Low,3.0,Cat_6 +459033,Female,Yes,61,Yes,Artist,0.0,Low,1.0,Cat_6 +459036,Female,Yes,20,Yes,Lawyer,1.0,Average,3.0,Cat_3 +459039,Male,Yes,45,Yes,Artist,1.0,Average,2.0,Cat_6 +459041,Male,Yes,55,Yes,Artist,8.0,Low,1.0,Cat_6 +459045,Female,Yes,88,Yes,Lawyer,1.0,Average,4.0,Cat_6 +459056,Male,Yes,63,No,Executive,,High,3.0,Cat_6 +459057,Male,Yes,69,No,Lawyer,,High,,Cat_6 +459058,Male,No,42,Yes,Artist,0.0,Low,4.0,Cat_3 +459059,Male,Yes,79,No,Executive,,High,2.0,Cat_6 +459061,Female,Yes,35,Yes,Healthcare,9.0,High,3.0,Cat_6 +459064,Male,Yes,27,No,Executive,5.0,High,4.0,Cat_6 +459065,Male,Yes,52,Yes,Engineer,,Low,2.0,Cat_6 +459074,Female,No,29,Yes,Healthcare,0.0,Low,4.0,Cat_4 +459077,Female,Yes,79,No,Lawyer,1.0,High,2.0,Cat_6 +459079,Male,Yes,87,Yes,Lawyer,,High,2.0,Cat_6 +459080,Male,Yes,89,No,Lawyer,1.0,Low,2.0,Cat_6 +459083,Male,Yes,63,Yes,Artist,9.0,Average,3.0, +459090,Male,No,31,No,Artist,1.0,Low,2.0,Cat_6 +459091,Male,Yes,72,Yes,Artist,1.0,Average,6.0,Cat_1 +459093,Female,Yes,41,Yes,Doctor,9.0,Average,2.0, +459100,Female,No,61,Yes,Artist,11.0,Low,1.0,Cat_6 +459106,Male,Yes,62,Yes,Artist,0.0,Low,2.0,Cat_6 +459114,Male,Yes,56,Yes,Artist,1.0,Average,2.0,Cat_6 +459116,Male,Yes,60,Yes,Artist,2.0,Average,5.0,Cat_6 +459117,Male,Yes,68,Yes,Artist,0.0,High,2.0,Cat_6 +459118,Male,No,19,No,Healthcare,,Low,8.0,Cat_6 +459119,Male,Yes,57,Yes,Executive,8.0,High,3.0,Cat_6 +459120,Male,No,19,No,Healthcare,5.0,Low,5.0,Cat_2 +459121,Female,Yes,51,Yes,Artist,3.0,Average,6.0,Cat_6 +459123,Female,Yes,86,No,Artist,1.0,High,2.0,Cat_6 +459130,Female,Yes,74,No,Lawyer,1.0,High,2.0,Cat_6 +459132,Male,No,23,No,Entertainment,6.0,Low,2.0,Cat_6 +459136,Male,Yes,47,Yes,Artist,0.0,Average,2.0,Cat_6 +459140,Female,No,19,No,Healthcare,7.0,Low,6.0,Cat_6 +459143,Male,Yes,50,No,Artist,0.0,High,4.0,Cat_6 +459144,Male,Yes,80,Yes,Lawyer,,High,2.0,Cat_6 +459145,Male,Yes,78,No,Lawyer,,Low,1.0,Cat_2 +459150,Female,No,48,Yes,Doctor,0.0,Low,1.0,Cat_6 +459160,Male,Yes,70,Yes,Doctor,1.0,Average,2.0,Cat_6 +459161,Male,Yes,50,Yes,Executive,3.0,High,5.0,Cat_6 +459162,Female,Yes,83,Yes,Lawyer,0.0,High,2.0,Cat_6 +459163,Male,No,35,Yes,Entertainment,0.0,Low,1.0,Cat_6 +459167,Female,No,36,Yes,Artist,0.0,Low,2.0,Cat_5 +459170,Female,No,35,Yes,Artist,1.0,Low,1.0,Cat_6 +459171,Male,Yes,35,Yes,Artist,0.0,Average,2.0,Cat_6 +459172,Male,No,18,No,Healthcare,3.0,Low,3.0,Cat_2 +459175,Female,Yes,73,Yes,Artist,1.0,Average,2.0,Cat_6 +459181,Male,Yes,62,No,Artist,1.0,High,3.0,Cat_6 +459182,Female,Yes,46,Yes,Artist,1.0,Average,2.0,Cat_6 +459184,Male,Yes,43,Yes,Entertainment,0.0,Low,4.0,Cat_4 +459185,Female,No,32,Yes,Entertainment,7.0,Low,1.0,Cat_6 +459193,Male,No,39,Yes,Artist,0.0,Low,1.0,Cat_6 +459194,Female,Yes,89,Yes,Lawyer,0.0,High,2.0,Cat_6 +459196,Female,No,18,No,Healthcare,0.0,Low,3.0,Cat_4 +459208,Female,Yes,57,Yes,Artist,0.0,High,2.0,Cat_3 +459209,Female,No,18,No,Entertainment,0.0,Low,4.0,Cat_6 +459210,Female,Yes,71,Yes,Artist,1.0,High,2.0,Cat_6 +459212,Female,Yes,69,Yes,Artist,0.0,Average,2.0,Cat_6 +459213,Female,No,42,Yes,Healthcare,0.0,Low,4.0,Cat_6 +459216,Female,No,36,Yes,Artist,0.0,Low,2.0,Cat_6 +459220,Female,Yes,80,Yes,Lawyer,1.0,High,2.0,Cat_6 +459221,Male,Yes,69,No,Entertainment,,Low,1.0,Cat_6 +459222,Female,Yes,67,Yes,Artist,0.0,Average,3.0,Cat_6 +459223,Female,Yes,47,Yes,Doctor,1.0,Average,4.0,Cat_6 +459224,Female,Yes,49,Yes,Artist,0.0,Average,2.0,Cat_6 +459227,Female,Yes,32,No,Engineer,9.0,Low,4.0,Cat_6 +459229,Female,Yes,65,Yes,Lawyer,1.0,Average,4.0,Cat_6 +459236,Female,Yes,78,No,Lawyer,0.0,High,2.0,Cat_6 +459237,Male,No,33,Yes,Artist,1.0,Low,6.0,Cat_6 +459244,Male,Yes,48,Yes,Artist,1.0,Low,1.0,Cat_6 +459247,Male,Yes,58,Yes,Executive,1.0,Average,5.0,Cat_6 +459258,Female,Yes,83,Yes,Lawyer,1.0,High,,Cat_6 +459263,Female,No,30,No,Healthcare,9.0,Low,4.0,Cat_6 +459264,Female,No,35,Yes,Artist,0.0,Low,2.0,Cat_6 +459266,Male,No,32,Yes,Healthcare,6.0,Low,5.0,Cat_6 +459270,Male,Yes,69,Yes,Homemaker,1.0,High,2.0,Cat_6 +459284,Female,Yes,71,Yes,Lawyer,1.0,High,2.0,Cat_6 +459287,Male,No,43,Yes,Lawyer,0.0,Low,1.0,Cat_4 +459288,Male,Yes,37,Yes,Artist,0.0,Low,2.0,Cat_6 +459289,Male,No,42,Yes,Doctor,0.0,Low,1.0,Cat_6 +459290,Female,Yes,70,Yes,Doctor,1.0,Average,2.0,Cat_6 +459292,Male,No,46,Yes,Artist,0.0,Low,2.0,Cat_6 +459293,Male,No,21,No,Healthcare,,Low,,Cat_1 +459296,Male,Yes,70,Yes,Artist,0.0,Average,2.0,Cat_6 +459300,Female,Yes,61,Yes,Artist,1.0,Low,,Cat_6 +459307,Male,Yes,60,Yes,Entertainment,1.0,Low,1.0,Cat_6 +459310,Male,No,37,Yes,Entertainment,0.0,Low,2.0,Cat_2 +459316,Male,Yes,30,Yes,Healthcare,1.0,Low,2.0,Cat_6 +459318,Female,No,32,Yes,Engineer,1.0,Low,3.0,Cat_6 +459320,Male,Yes,26,Yes,Executive,0.0,Low,3.0,Cat_6 +459322,Male,No,42,Yes,Marketing,0.0,Low,1.0,Cat_6 +459323,Female,No,18,No,Doctor,,Low,,Cat_6 +459338,Male,Yes,80,No,Executive,,Low,,Cat_6 +459339,Male,Yes,29,Yes,Healthcare,8.0,High,2.0,Cat_6 +459344,Female,Yes,88,Yes,Artist,1.0,High,2.0,Cat_6 +459347,Male,Yes,70,Yes,Lawyer,1.0,Low,1.0,Cat_6 +459349,Female,Yes,50,Yes,Artist,1.0,High,4.0,Cat_6 +459352,Male,Yes,43,Yes,Doctor,4.0,Average,4.0,Cat_3 +459353,Male,Yes,51,Yes,Artist,6.0,Average,2.0,Cat_6 +459354,Female,Yes,50,Yes,Artist,,High,3.0,Cat_6 +459355,Female,Yes,74,No,Homemaker,,Low,1.0,Cat_6 +459360,Female,No,29,Yes,Healthcare,,Low,3.0,Cat_6 +459361,Female,No,32,Yes,Engineer,,Low,2.0,Cat_6 +459362,Male,Yes,60,No,Executive,0.0,Low,2.0,Cat_6 +459363,Male,No,46,Yes,Artist,2.0,Low,1.0,Cat_6 +459364,Female,Yes,81,Yes,Marketing,0.0,Low,2.0,Cat_6 +459369,Male,Yes,41,No,Engineer,,Average,7.0,Cat_4 +459375,Male,Yes,22,No,Executive,0.0,High,4.0,Cat_6 +459377,Male,Yes,37,Yes,Artist,0.0,Average,3.0,Cat_6 +459383,Male,Yes,43,No,Engineer,0.0,Low,1.0,Cat_6 +459384,Male,Yes,50,Yes,Artist,1.0,Average,3.0,Cat_6 +459385,Female,Yes,35,Yes,Artist,1.0,Average,2.0,Cat_7 +459386,Male,Yes,65,No,Lawyer,1.0,High,2.0,Cat_6 +459391,Female,No,41,Yes,Engineer,0.0,Low,4.0,Cat_6 +459394,Male,No,28,No,Entertainment,8.0,Low,2.0,Cat_6 +459397,Male,Yes,55,Yes,Artist,4.0,Average,2.0,Cat_6 +459398,Female,Yes,58,No,Lawyer,,High,2.0,Cat_6 +459401,Male,No,28,No,Healthcare,1.0,Low,3.0, +459403,Male,Yes,48,Yes,Artist,,Average,4.0,Cat_7 +459405,Female,Yes,78,No,Doctor,1.0,High,2.0,Cat_6 +459407,Female,No,35,Yes,Doctor,1.0,Low,3.0,Cat_6 +459409,Female,Yes,76,Yes,Lawyer,0.0,High,2.0,Cat_6 +459410,Female,Yes,88,Yes,Lawyer,1.0,High,2.0,Cat_6 +459412,Male,Yes,61,Yes,,1.0,Average,3.0,Cat_6 +459413,Female,Yes,79,Yes,Artist,,High,2.0,Cat_6 +459415,Male,No,30,No,Doctor,0.0,Low,4.0,Cat_6 +459418,Male,Yes,69,No,Executive,0.0,High,2.0,Cat_6 +459419,Male,Yes,65,Yes,Doctor,1.0,Average,2.0,Cat_6 +459420,Female,Yes,70,Yes,Lawyer,1.0,Low,2.0,Cat_6 +459421,Male,Yes,32,No,Healthcare,0.0,Average,4.0,Cat_6 +459422,Male,Yes,46,Yes,Entertainment,,Low,4.0,Cat_6 +459423,Male,No,21,No,Healthcare,8.0,Low,5.0,Cat_6 +459424,Male,Yes,47,Yes,Doctor,,Low,3.0,Cat_6 +459428,Female,No,39,No,Marketing,0.0,Low,2.0,Cat_4 +459432,Male,Yes,85,Yes,Lawyer,0.0,Low,3.0,Cat_6 +459436,Female,No,66,Yes,Artist,0.0,Low,2.0,Cat_6 +459439,Female,Yes,50,Yes,Artist,1.0,Average,2.0,Cat_6 +459445,Female,Yes,42,Yes,Artist,0.0,Average,3.0,Cat_6 +459447,Male,Yes,53,Yes,Artist,9.0,Low,1.0,Cat_6 +459449,Male,Yes,37,Yes,Artist,,Low,2.0,Cat_6 +459451,Female,Yes,45,Yes,Artist,1.0,Low,2.0,Cat_6 +459456,Female,No,66,No,Lawyer,,Low,1.0,Cat_6 +459458,Male,No,33,No,Marketing,,Low,,Cat_6 +459459,Male,Yes,40,Yes,Artist,4.0,Low,1.0,Cat_6 +459461,Female,Yes,35,Yes,Artist,1.0,Low,1.0,Cat_1 +459464,Male,No,27,Yes,Artist,,Low,2.0,Cat_6 +459466,Female,Yes,48,Yes,Artist,0.0,Average,3.0,Cat_4 +459467,Female,Yes,56,Yes,Artist,0.0,Average,2.0,Cat_6 +459469,Male,Yes,25,Yes,Healthcare,,Low,6.0,Cat_6 +459471,Female,No,30,No,Artist,,Low,8.0,Cat_6 +459480,Female,Yes,46,Yes,Entertainment,7.0,Low,3.0,Cat_6 +459481,Male,Yes,49,No,Lawyer,0.0,Low,2.0,Cat_6 +459482,Male,Yes,72,No,Marketing,1.0,Low,4.0,Cat_6 +459485,Female,Yes,79,Yes,Lawyer,,High,2.0,Cat_6 +459496,Female,No,35,Yes,Artist,,Low,3.0,Cat_6 +459497,Female,Yes,77,Yes,Lawyer,0.0,Low,1.0,Cat_6 +459499,Female,Yes,79,No,Lawyer,,High,2.0,Cat_6 +459503,Male,Yes,42,Yes,Healthcare,6.0,High,4.0,Cat_6 +459505,Female,No,42,Yes,Engineer,,Low,1.0,Cat_6 +459507,Male,Yes,67,No,Lawyer,,High,2.0,Cat_1 +459509,Male,No,26,Yes,Healthcare,1.0,Low,1.0,Cat_6 +459512,Male,Yes,67,Yes,Lawyer,1.0,High,2.0,Cat_6 +459515,Male,Yes,55,Yes,Engineer,1.0,Low,1.0,Cat_6 +459516,Female,,56,Yes,Artist,,Average,2.0,Cat_6 +459518,Male,Yes,63,,,,Average,4.0,Cat_6 +459535,Male,Yes,46,Yes,Artist,8.0,Average,2.0,Cat_6 +459536,Male,Yes,32,Yes,Healthcare,7.0,Low,2.0,Cat_6 +459538,Female,No,49,Yes,Homemaker,13.0,Low,1.0,Cat_6 +459541,Male,Yes,59,Yes,Artist,1.0,High,2.0,Cat_6 +459549,Male,No,22,No,Healthcare,8.0,Low,5.0,Cat_4 +459555,Female,No,28,Yes,Artist,8.0,Low,1.0,Cat_6 +459558,Male,No,28,Yes,Entertainment,1.0,Low,3.0,Cat_6 +459564,Male,Yes,75,Yes,Lawyer,2.0,Low,1.0,Cat_6 +459566,Female,Yes,37,Yes,Artist,13.0,Low,2.0,Cat_6 +459567,Male,Yes,50,Yes,Doctor,0.0,Average,2.0,Cat_6 +459571,Female,Yes,50,Yes,Executive,1.0,High,4.0,Cat_6 +459576,Female,Yes,88,No,Lawyer,,Low,, +459579,Female,Yes,35,Yes,Artist,3.0,Average,5.0,Cat_4 +459581,Female,No,35,No,,,Low,,Cat_7 +459582,Male,Yes,31,No,Entertainment,,Average,3.0,Cat_6 +459583,Male,Yes,46,Yes,Artist,0.0,Low,1.0,Cat_6 +459585,Female,Yes,50,Yes,Artist,1.0,Average,4.0,Cat_6 +459587,Female,No,33,Yes,Artist,7.0,Low,3.0,Cat_6 +459588,Male,Yes,49,Yes,Artist,0.0,Low,1.0,Cat_6 +459591,Male,Yes,52,Yes,Artist,1.0,Average,3.0,Cat_6 +459592,Male,No,25,No,Healthcare,0.0,Low,3.0,Cat_6 +459594,Female,Yes,41,Yes,Artist,6.0,Low,1.0,Cat_6 +459597,Female,Yes,68,Yes,Artist,0.0,High,2.0,Cat_6 +459603,Female,Yes,79,No,Lawyer,2.0,High,2.0,Cat_6 +459607,Male,Yes,40,Yes,Entertainment,5.0,Average,5.0,Cat_6 +459608,Female,No,62,Yes,Doctor,,Low,1.0,Cat_6 +459612,Male,No,21,No,Healthcare,,Low,2.0,Cat_6 +459616,Female,No,20,No,Healthcare,,Low,4.0,Cat_1 +459617,Male,No,28,Yes,Entertainment,1.0,Low,5.0,Cat_6 +459618,Male,Yes,57,Yes,Doctor,0.0,Average,2.0,Cat_4 +459621,Female,No,25,No,Healthcare,8.0,Low,, +459625,Female,Yes,63,No,Engineer,8.0,Low,1.0,Cat_6 +459626,Female,Yes,26,No,Entertainment,1.0,Low,3.0,Cat_6 +459632,Female,Yes,50,No,Marketing,0.0,High,3.0,Cat_4 +459644,Female,No,30,No,Marketing,9.0,Low,4.0,Cat_2 +459652,Female,No,26,No,Engineer,,Low,4.0,Cat_4 +459658,Male,Yes,61,Yes,Artist,1.0,Average,3.0,Cat_6 +459664,Male,No,42,Yes,Artist,3.0,Low,1.0,Cat_6 +459665,Male,Yes,88,Yes,Artist,4.0,Low,2.0,Cat_6 +459672,Male,Yes,45,No,Artist,3.0,Average,3.0,Cat_6 +459673,Female,Yes,86,Yes,Lawyer,1.0,Low,1.0,Cat_6 +459678,Male,No,18,No,Healthcare,1.0,Low,5.0,Cat_6 +459680,Male,No,37,Yes,Entertainment,,Low,1.0,Cat_6 +459686,Male,Yes,46,Yes,Artist,1.0,Low,1.0,Cat_6 +459691,Male,Yes,58,No,Artist,,Average,2.0,Cat_6 +459692,Female,Yes,72,Yes,Lawyer,8.0,High,2.0,Cat_6 +459693,Female,Yes,50,Yes,Artist,0.0,High,3.0, +459699,Female,,56,Yes,Engineer,8.0,Average,3.0,Cat_6 +459701,Male,No,46,No,Artist,3.0,Low,3.0,Cat_5 +459710,Male,Yes,57,Yes,Artist,,Low,1.0,Cat_6 +459711,Male,Yes,42,No,Executive,9.0,High,6.0,Cat_6 +459712,Male,No,20,No,Healthcare,,Low,4.0,Cat_6 +459713,Male,No,19,No,Healthcare,,Low,3.0,Cat_6 +459715,Male,No,19,No,Healthcare,4.0,Low,4.0,Cat_6 +459718,Male,Yes,68,Yes,Executive,1.0,Low,1.0,Cat_6 +459725,Female,Yes,40,Yes,Artist,0.0,Low,2.0,Cat_6 +459727,Male,Yes,82,No,Lawyer,,High,2.0,Cat_6 +459740,Female,No,23,No,Healthcare,1.0,Low,3.0,Cat_6 +459742,Female,Yes,84,No,Lawyer,1.0,High,2.0,Cat_6 +459745,Male,Yes,51,No,Artist,0.0,Low,4.0,Cat_1 +459746,Male,,59,Yes,Artist,1.0,Average,2.0,Cat_6 +459747,Female,Yes,41,Yes,Artist,1.0,Average,5.0,Cat_6 +459748,Male,Yes,51,No,Executive,1.0,High,2.0,Cat_6 +459755,Female,Yes,62,No,Artist,,Average,3.0,Cat_6 +459756,Female,Yes,62,No,Lawyer,1.0,High,4.0,Cat_4 +459760,Female,Yes,38,Yes,Artist,8.0,Low,1.0,Cat_6 +459763,Male,No,18,No,Artist,,Low,4.0,Cat_4 +459767,Male,No,22,No,Healthcare,3.0,Low,4.0,Cat_6 +459771,Female,,30,Yes,Doctor,0.0,Low,3.0,Cat_3 +459779,Female,Yes,62,Yes,Entertainment,1.0,Low,1.0,Cat_6 +459780,Female,No,43,No,Entertainment,1.0,Low,3.0,Cat_6 +459785,Female,No,32,Yes,Engineer,,Low,1.0,Cat_3 +459793,Male,Yes,37,Yes,Artist,1.0,High,,Cat_6 +459795,Male,No,48,Yes,Artist,1.0,Low,1.0,Cat_6 +459801,Female,No,31,Yes,Engineer,4.0,Low,2.0,Cat_6 +459804,Male,Yes,46,No,Artist,4.0,High,4.0,Cat_6 +459806,Female,Yes,49,No,Engineer,1.0,Average,4.0,Cat_6 +459808,Male,Yes,43,No,Doctor,,Average,4.0,Cat_6 +459815,Male,No,42,Yes,Artist,8.0,Low,1.0,Cat_6 +459816,Male,Yes,37,Yes,Doctor,,Low,2.0,Cat_6 +459819,Male,Yes,72,Yes,Entertainment,,High,2.0,Cat_6 +459821,Male,,71,No,Executive,,High,1.0, +459822,Female,No,39,Yes,Engineer,1.0,Low,1.0,Cat_4 +459825,Male,No,20,No,Healthcare,0.0,Low,5.0,Cat_2 +459827,Female,No,26,No,,,Low,1.0,Cat_7 +459832,Male,Yes,72,Yes,Executive,1.0,Low,1.0,Cat_6 +459845,Male,Yes,70,Yes,Healthcare,0.0,Low,1.0,Cat_4 +459851,Male,No,45,Yes,Artist,2.0,Low,1.0,Cat_6 +459853,Male,No,33,No,Executive,7.0,Low,5.0,Cat_6 +459856,Male,Yes,50,No,Entertainment,0.0,Average,3.0,Cat_6 +459857,Male,No,31,Yes,Entertainment,6.0,Low,1.0,Cat_6 +459861,Female,Yes,74,No,Lawyer,1.0,High,2.0,Cat_6 +459864,Female,Yes,68,No,Artist,,High,2.0,Cat_6 +459866,Female,No,49,Yes,Artist,,Low,1.0,Cat_6 +459867,Male,Yes,49,Yes,Marketing,0.0,High,2.0,Cat_6 +459869,Female,No,18,No,Healthcare,1.0,Low,3.0,Cat_6 +459871,Female,Yes,85,No,Entertainment,2.0,Average,2.0,Cat_6 +459885,Female,No,38,Yes,Entertainment,,Low,4.0,Cat_6 +459886,Male,Yes,28,No,Artist,0.0,Low,4.0,Cat_6 +459887,Male,Yes,46,No,Artist,3.0,Average,2.0, +459889,Male,Yes,59,Yes,Homemaker,9.0,Average,3.0,Cat_6 +459897,Female,Yes,56,Yes,Artist,0.0,Low,2.0,Cat_6 +459909,Male,Yes,69,Yes,Artist,0.0,Low,1.0,Cat_6 +459910,Male,Yes,66,Yes,Artist,0.0,Low,2.0,Cat_6 +459911,Male,No,18,No,Healthcare,4.0,Low,6.0,Cat_2 +459914,Male,No,36,Yes,Artist,4.0,Low,1.0,Cat_4 +459923,Male,No,31,Yes,Marketing,1.0,Low,2.0,Cat_3 +459925,Male,Yes,67,No,Executive,1.0,High,2.0,Cat_4 +459937,Female,No,39,Yes,Artist,7.0,Low,1.0,Cat_6 +459943,Male,No,42,Yes,Entertainment,4.0,Low,3.0,Cat_6 +459945,Male,Yes,50,Yes,Artist,0.0,Low,2.0,Cat_6 +459946,Female,Yes,37,Yes,Artist,0.0,Average,2.0,Cat_6 +459949,Female,No,59,Yes,Artist,0.0,Low,1.0,Cat_6 +459953,Male,Yes,50,Yes,Artist,8.0,Low,2.0,Cat_6 +459961,Male,Yes,48,Yes,Artist,8.0,Low,3.0,Cat_2 +459962,Male,Yes,55,Yes,Artist,9.0,Low,1.0,Cat_6 +459966,Female,No,33,Yes,Doctor,1.0,Low,3.0,Cat_6 +459968,Male,No,38,Yes,Artist,13.0,Low,1.0,Cat_7 +459970,Male,No,43,Yes,Artist,0.0,Low,2.0,Cat_6 +459973,Female,No,53,Yes,Artist,0.0,Low,2.0,Cat_6 +459974,Male,No,37,Yes,Entertainment,0.0,Low,1.0,Cat_6 +459975,Female,No,36,Yes,Artist,5.0,Low,1.0,Cat_6 +459981,Male,No,36,Yes,Artist,5.0,Low,1.0,Cat_6 +459986,Male,Yes,62,Yes,Artist,1.0,Low,1.0,Cat_6 +459995,Female,No,38,No,Artist,2.0,Low,2.0,Cat_6 +459996,Male,No,55,Yes,Entertainment,1.0,Low,1.0,Cat_6 +459998,Male,Yes,60,No,Entertainment,1.0,Average,2.0,Cat_6 +460004,Female,Yes,36,Yes,Entertainment,7.0,Average,2.0,Cat_5 +460006,Male,No,30,No,Entertainment,5.0,Low,9.0,Cat_3 +460014,Female,No,66,No,Entertainment,4.0,Low,3.0,Cat_6 +460023,Male,Yes,45,Yes,Entertainment,1.0,Low,1.0,Cat_6 +460027,Female,No,40,Yes,Entertainment,6.0,Low,,Cat_6 +460033,Female,,45,Yes,Entertainment,5.0,Low,3.0,Cat_6 +460036,Male,Yes,41,Yes,,2.0,Low,1.0,Cat_6 +460040,Female,Yes,62,Yes,Homemaker,4.0,Low,1.0,Cat_5 +460045,Male,Yes,61,Yes,Artist,1.0,Low,2.0,Cat_6 +460046,Female,Yes,50,Yes,Artist,4.0,Low,2.0,Cat_6 +460050,Male,Yes,53,Yes,Entertainment,3.0,Low,2.0,Cat_6 +460051,Male,No,39,Yes,Artist,7.0,Low,1.0,Cat_6 +460052,Female,No,86,Yes,Lawyer,0.0,Low,1.0,Cat_3 +460058,Male,Yes,50,Yes,Artist,1.0,Low,1.0,Cat_4 +460059,Female,No,46,No,Entertainment,4.0,Low,,Cat_4 +460061,Male,No,52,Yes,Marketing,0.0,Low,1.0,Cat_3 +460066,Female,No,45,No,Marketing,0.0,Low,1.0,Cat_6 +460068,Female,No,37,Yes,Artist,9.0,Low,1.0,Cat_6 +460073,Female,Yes,36,Yes,Engineer,3.0,Low,1.0,Cat_6 +460075,Female,No,25,Yes,Artist,,Low,1.0,Cat_6 +460079,Female,No,40,No,Doctor,1.0,Low,1.0,Cat_6 +460081,Male,Yes,41,Yes,Artist,11.0,High,2.0,Cat_6 +460088,Female,Yes,25,Yes,Homemaker,,High,2.0,Cat_6 +460090,Male,Yes,80,No,Lawyer,4.0,Average,2.0,Cat_6 +460093,Female,No,46,Yes,Artist,3.0,Low,1.0,Cat_3 +460095,Female,Yes,81,Yes,Lawyer,1.0,Low,1.0,Cat_6 +460097,Male,,40,Yes,Artist,0.0,Low,2.0,Cat_3 +460099,Male,No,49,Yes,,1.0,Low,1.0,Cat_3 +460101,Female,No,26,Yes,Healthcare,8.0,Low,3.0,Cat_3 +460103,Male,No,26,Yes,Artist,1.0,Low,1.0,Cat_4 +460105,Female,No,47,Yes,Artist,0.0,Low,1.0,Cat_4 +460106,Female,Yes,71,Yes,Entertainment,0.0,Low,,Cat_6 +460107,Male,Yes,48,Yes,Engineer,1.0,Average,5.0,Cat_6 +460108,Male,Yes,39,Yes,Artist,1.0,Average,3.0,Cat_2 +460109,Male,Yes,50,Yes,Artist,8.0,Average,2.0,Cat_6 +460110,Female,No,46,Yes,Artist,1.0,Low,2.0, +460112,Male,Yes,26,Yes,Engineer,8.0,Average,2.0,Cat_3 +460116,Female,Yes,42,Yes,,1.0,Low,2.0,Cat_6 +460118,Female,Yes,36,Yes,Artist,4.0,Low,2.0,Cat_6 +460119,Male,No,29,Yes,Healthcare,1.0,Low,4.0,Cat_6 +460122,Female,No,39,No,Artist,1.0,Low,1.0,Cat_6 +460124,Female,No,41,Yes,Artist,0.0,Low,3.0,Cat_6 +460126,Female,Yes,48,Yes,Marketing,8.0,Low,,Cat_6 +460134,Male,Yes,40,Yes,Entertainment,9.0,High,3.0,Cat_6 +460135,Female,No,25,Yes,Healthcare,4.0,Low,3.0,Cat_6 +460140,Female,Yes,41,Yes,Artist,7.0,Low,2.0,Cat_6 +460141,Male,No,37,Yes,Artist,11.0,Low,1.0,Cat_6 +460144,Female,No,53,Yes,Doctor,0.0,Low,,Cat_3 +460146,Female,Yes,51,Yes,Engineer,0.0,Average,3.0,Cat_3 +460147,Male,Yes,73,Yes,Entertainment,1.0,Average,3.0,Cat_6 +460157,Male,Yes,61,No,,1.0,Low,5.0,Cat_4 +460160,Male,No,39,Yes,Entertainment,5.0,Low,1.0,Cat_3 +460162,Female,No,19,No,Healthcare,0.0,Low,4.0,Cat_2 +460166,Female,No,19,No,Healthcare,0.0,Low,7.0,Cat_2 +460167,Female,No,23,No,Entertainment,1.0,Low,5.0,Cat_2 +460168,Male,Yes,83,Yes,Executive,0.0,High,2.0,Cat_2 +460171,Female,Yes,62,Yes,Artist,1.0,High,2.0,Cat_6 +460174,Female,No,43,Yes,Artist,9.0,Low,4.0,Cat_6 +460175,Female,No,27,No,Artist,0.0,Low,5.0,Cat_2 +460177,Male,No,50,Yes,Artist,0.0,Low,1.0,Cat_6 +460179,Female,No,23,No,Entertainment,0.0,Low,6.0,Cat_2 +460183,Male,No,35,No,Entertainment,9.0,Low,2.0,Cat_6 +460185,Male,No,32,No,Healthcare,9.0,Low,3.0,Cat_6 +460187,Female,No,42,Yes,Doctor,2.0,Low,3.0,Cat_6 +460189,Male,No,33,No,Entertainment,13.0,Low,1.0,Cat_6 +460190,Female,No,28,Yes,Entertainment,9.0,Low,3.0,Cat_6 +460192,Male,Yes,35,Yes,,1.0,Low,2.0,Cat_7 +460196,Female,No,35,Yes,Healthcare,9.0,Low,2.0,Cat_6 +460206,Female,Yes,39,Yes,Entertainment,0.0,Low,2.0,Cat_6 +460211,Male,Yes,28,,Artist,6.0,Low,1.0,Cat_6 +460212,Male,Yes,35,Yes,Entertainment,11.0,Low,6.0,Cat_6 +460214,Female,Yes,45,Yes,Engineer,0.0,Average,2.0,Cat_6 +460222,Female,,73,Yes,Lawyer,4.0,High,,Cat_6 +460223,Male,No,52,No,Entertainment,1.0,Low,1.0,Cat_6 +460227,Male,No,28,No,Healthcare,0.0,Low,3.0,Cat_6 +460242,Male,Yes,38,Yes,Healthcare,9.0,Low,3.0,Cat_6 +460243,Female,No,42,Yes,Entertainment,8.0,Low,1.0,Cat_6 +460247,Female,No,26,No,Doctor,9.0,Low,,Cat_6 +460248,Female,No,27,Yes,Healthcare,7.0,Low,2.0,Cat_6 +460252,Male,Yes,41,Yes,Artist,0.0,Low,2.0,Cat_6 +460263,Male,Yes,41,Yes,Artist,1.0,Low,2.0,Cat_6 +460265,Male,Yes,47,Yes,Executive,0.0,High,4.0,Cat_6 +460270,Male,No,35,Yes,Doctor,8.0,Low,1.0,Cat_6 +460272,Female,No,88,Yes,Lawyer,0.0,Low,1.0,Cat_6 +460275,Female,No,46,Yes,Artist,6.0,Low,1.0,Cat_6 +460276,Female,Yes,41,Yes,Artist,3.0,Low,2.0,Cat_6 +460281,Female,No,30,Yes,Doctor,10.0,Low,5.0,Cat_6 +460283,Male,Yes,43,Yes,Doctor,12.0,Low,2.0,Cat_6 +460284,Female,No,29,Yes,Entertainment,9.0,Low,2.0,Cat_6 +460287,Male,Yes,48,Yes,Artist,1.0,Low,1.0,Cat_6 +460289,Female,Yes,61,Yes,Artist,4.0,Average,6.0,Cat_4 +460298,Female,No,51,Yes,Lawyer,2.0,Low,1.0,Cat_6 +460303,Female,No,38,Yes,Artist,2.0,Low,1.0, +460305,Female,,49,Yes,Entertainment,0.0,High,1.0,Cat_6 +460306,Female,No,43,Yes,Healthcare,9.0,Low,1.0,Cat_6 +460310,Male,No,27,No,Healthcare,14.0,Low,4.0,Cat_6 +460315,Female,No,35,No,Doctor,14.0,Low,6.0,Cat_7 +460319,Female,Yes,39,No,Doctor,4.0,Average,2.0,Cat_7 +460322,Female,Yes,52,No,Engineer,9.0,Low,,Cat_6 +460323,Female,No,38,Yes,Engineer,10.0,Low,1.0,Cat_6 +460324,Female,No,30,Yes,Entertainment,12.0,Low,2.0,Cat_6 +460327,Female,No,43,Yes,Artist,10.0,Low,1.0,Cat_6 +460333,Female,No,42,No,Entertainment,10.0,Low,4.0,Cat_6 +460336,Female,No,46,Yes,Artist,2.0,Low,1.0,Cat_7 +460340,Female,No,47,Yes,Artist,11.0,Low,2.0,Cat_6 +460341,Female,No,32,No,Entertainment,13.0,Low,5.0,Cat_7 +460344,Female,Yes,53,Yes,Artist,11.0,Average,2.0,Cat_6 +460346,Female,Yes,43,Yes,Artist,12.0,Average,,Cat_6 +460348,Female,No,39,Yes,Artist,0.0,Low,2.0,Cat_6 +460349,Male,,42,Yes,Artist,3.0,Average,2.0,Cat_6 +460354,Female,No,37,Yes,Artist,3.0,Low,1.0,Cat_3 +460356,Male,No,19,No,Healthcare,0.0,Low,4.0,Cat_6 +460358,Male,No,30,No,Marketing,1.0,Low,1.0,Cat_3 +460361,Female,Yes,49,Yes,Artist,0.0,Low,1.0,Cat_4 +460362,Male,Yes,55,Yes,Healthcare,0.0,Low,3.0,Cat_4 +460365,Female,Yes,59,Yes,Doctor,1.0,Low,2.0,Cat_4 +460369,Female,Yes,46,Yes,Artist,,Low,2.0,Cat_6 +460370,Female,Yes,27,Yes,Executive,9.0,High,2.0,Cat_6 +460371,Female,No,25,Yes,Artist,1.0,Low,2.0,Cat_6 +460378,Female,No,37,Yes,Doctor,1.0,Low,1.0,Cat_6 +460379,Male,No,38,Yes,Artist,9.0,Low,3.0,Cat_6 +460380,Male,No,29,Yes,Entertainment,9.0,Low,3.0,Cat_6 +460381,Male,No,28,Yes,Artist,11.0,Low,2.0,Cat_6 +460384,Female,Yes,27,Yes,Marketing,8.0,Low,2.0,Cat_6 +460387,Female,No,42,No,Entertainment,3.0,Low,2.0,Cat_6 +460388,Female,No,43,Yes,Artist,14.0,Low,2.0,Cat_6 +460389,Female,Yes,40,Yes,Healthcare,8.0,Average,2.0,Cat_6 +460390,Male,No,41,Yes,Artist,9.0,Low,3.0,Cat_6 +460392,Male,Yes,46,No,Entertainment,8.0,Low,1.0,Cat_1 +460394,Female,No,32,Yes,Healthcare,9.0,Low,3.0,Cat_6 +460397,Female,No,56,Yes,Entertainment,1.0,Low,1.0,Cat_6 +460399,Male,No,28,Yes,Marketing,12.0,Low,1.0,Cat_6 +460401,Female,No,25,Yes,Artist,0.0,Low,3.0,Cat_7 +460404,Male,Yes,42,Yes,Artist,6.0,Low,7.0,Cat_6 +460405,Female,No,41,Yes,Entertainment,5.0,Low,2.0,Cat_6 +460406,Male,Yes,36,Yes,Healthcare,3.0,Low,2.0,Cat_6 +460408,Female,No,42,Yes,Artist,2.0,Low,1.0,Cat_6 +460409,Female,No,42,Yes,Artist,8.0,Low,4.0,Cat_6 +460415,Female,No,55,Yes,Entertainment,1.0,Low,2.0,Cat_6 +460422,Male,Yes,52,Yes,Entertainment,1.0,High,,Cat_6 +460431,Female,No,47,Yes,Engineer,1.0,Low,1.0,Cat_6 +460434,Male,,57,Yes,Artist,2.0,High,3.0,Cat_6 +460437,Female,No,26,Yes,Artist,8.0,Low,1.0,Cat_6 +460440,Female,No,28,No,Artist,5.0,Low,2.0,Cat_6 +460443,Female,No,37,Yes,Doctor,0.0,Low,1.0,Cat_6 +460447,Male,,89,No,Lawyer,0.0,Low,1.0,Cat_3 +460449,Male,No,25,No,Marketing,2.0,Low,1.0,Cat_3 +460450,Male,Yes,50,Yes,Executive,1.0,High,4.0,Cat_4 +460453,Female,No,42,Yes,Doctor,5.0,Low,1.0,Cat_6 +460454,Male,No,48,Yes,Artist,,Low,1.0,Cat_6 +460457,Female,No,37,Yes,Entertainment,9.0,Low,,Cat_3 +460459,Female,No,30,No,Engineer,1.0,Low,5.0,Cat_3 +460460,Male,Yes,26,No,Entertainment,2.0,Low,4.0,Cat_3 +460467,Female,Yes,47,Yes,Artist,,Average,2.0,Cat_6 +460470,Male,No,36,No,Healthcare,,Low,4.0,Cat_4 +460476,Male,Yes,53,No,Doctor,,Average,4.0,Cat_3 +460477,Male,No,30,No,Entertainment,1.0,Low,6.0,Cat_3 +460484,Female,No,20,No,Healthcare,4.0,Low,7.0,Cat_3 +460485,Female,No,19,No,Marketing,8.0,Low,5.0,Cat_3 +460489,Male,No,19,No,Healthcare,9.0,Low,6.0,Cat_3 +460492,Female,No,37,No,Marketing,12.0,Low,,Cat_3 +460495,Male,No,20,No,Healthcare,0.0,Low,6.0,Cat_3 +460504,Male,,39,No,Executive,,Average,3.0,Cat_3 +460505,Female,No,26,Yes,Engineer,1.0,Low,3.0,Cat_3 +460507,Male,No,31,No,Doctor,0.0,Low,4.0,Cat_3 +460508,Male,Yes,31,Yes,Healthcare,2.0,High,3.0,Cat_3 +460518,Female,Yes,41,Yes,Engineer,9.0,Average,3.0,Cat_3 +460522,Female,Yes,32,No,Homemaker,,Average,2.0,Cat_4 +460541,Female,Yes,42,Yes,Homemaker,0.0,Average,3.0,Cat_3 +460542,Female,Yes,89,No,Lawyer,1.0,Low,,Cat_3 +460545,Male,Yes,78,No,Lawyer,1.0,High,3.0,Cat_3 +460546,Female,Yes,65,Yes,Lawyer,1.0,Low,2.0,Cat_3 +460547,Female,Yes,48,Yes,Homemaker,0.0,Average,,Cat_3 +460549,Male,No,36,Yes,Artist,8.0,Low,2.0,Cat_3 +460550,Female,Yes,55,Yes,Artist,0.0,Average,4.0,Cat_3 +460551,Male,Yes,52,Yes,Engineer,0.0,Average,2.0,Cat_3 +460555,Male,Yes,52,Yes,Homemaker,7.0,Average,3.0,Cat_3 +460556,Female,Yes,41,Yes,,1.0,Low,1.0,Cat_3 +460558,Female,Yes,36,Yes,Engineer,,Low,1.0,Cat_3 +460561,Female,No,37,No,Engineer,7.0,Low,1.0,Cat_3 +460563,Female,No,40,No,Healthcare,1.0,Low,2.0,Cat_1 +460566,Male,Yes,38,Yes,Homemaker,,Average,2.0,Cat_3 +460571,Male,No,25,No,Doctor,0.0,Low,3.0,Cat_3 +460572,Female,No,33,Yes,Engineer,1.0,Low,4.0,Cat_3 +460574,Male,No,26,Yes,Artist,1.0,Low,1.0,Cat_3 +460582,Female,No,28,No,Entertainment,0.0,Low,1.0,Cat_3 +460583,Male,No,18,No,Marketing,0.0,Low,6.0,Cat_3 +460585,Male,No,52,No,Entertainment,0.0,Low,3.0,Cat_3 +460586,Male,No,26,Yes,Healthcare,0.0,Low,2.0,Cat_3 +460588,Male,No,18,No,Healthcare,0.0,Low,4.0,Cat_3 +460597,Female,No,20,No,Marketing,1.0,Low,2.0,Cat_3 +460598,Female,Yes,36,Yes,Doctor,0.0,Average,3.0,Cat_3 +460605,Male,Yes,27,Yes,Doctor,8.0,Average,2.0,Cat_4 +460606,Male,No,21,No,Healthcare,,Low,5.0,Cat_7 +460612,Male,No,27,Yes,Entertainment,8.0,Low,4.0,Cat_3 +460615,Female,No,28,Yes,Healthcare,,Low,,Cat_3 +460618,Male,Yes,63,Yes,Lawyer,,Low,4.0,Cat_3 +460619,Male,No,48,Yes,Entertainment,,Low,,Cat_3 +460621,Male,Yes,80,Yes,Lawyer,1.0,Low,2.0,Cat_3 +460622,Female,Yes,71,Yes,Lawyer,7.0,High,3.0,Cat_3 +460626,Male,Yes,47,No,Doctor,8.0,High,4.0,Cat_6 +460627,Female,No,22,No,,1.0,Low,4.0,Cat_3 +460633,Male,Yes,35,Yes,,,High,2.0,Cat_3 +460634,Female,No,40,No,Entertainment,,Low,6.0,Cat_3 +460637,Female,No,18,No,Healthcare,,Low,,Cat_3 +460638,Female,No,26,Yes,Artist,0.0,Low,4.0,Cat_3 +460639,Female,Yes,73,Yes,Lawyer,,Low,5.0,Cat_1 +460640,Male,Yes,86,,Lawyer,,Low,1.0,Cat_3 +460645,Female,No,37,No,Doctor,1.0,Low,2.0,Cat_3 +460646,Male,Yes,59,Yes,Entertainment,,Low,,Cat_3 +460653,Female,No,28,No,Homemaker,8.0,Low,1.0,Cat_4 +460656,Female,Yes,29,Yes,Artist,9.0,Low,3.0,Cat_6 +460658,Female,Yes,37,Yes,Marketing,7.0,Average,3.0,Cat_6 +460659,Female,Yes,46,Yes,Marketing,,Average,3.0,Cat_6 +460660,Male,No,39,,Entertainment,6.0,Low,1.0,Cat_6 +460661,Female,No,33,No,Homemaker,8.0,Low,1.0,Cat_6 +460668,Female,No,32,Yes,Doctor,,Low,2.0,Cat_3 +460678,Female,No,32,No,Doctor,6.0,Low,2.0,Cat_3 +460686,Female,,25,No,Homemaker,8.0,Low,1.0,Cat_3 +460687,Female,Yes,48,Yes,Homemaker,9.0,Average,2.0,Cat_3 +460691,Female,No,27,No,Homemaker,8.0,Low,1.0,Cat_3 +460702,Female,No,49,Yes,Artist,1.0,Low,1.0,Cat_6 +460703,Female,Yes,33,Yes,Engineer,8.0,Average,5.0,Cat_4 +460706,Female,No,33,No,Engineer,7.0,Low,6.0,Cat_4 +460708,Male,Yes,39,Yes,Artist,0.0,Low,3.0,Cat_6 +460716,Male,Yes,50,Yes,Entertainment,0.0,Average,4.0,Cat_6 +460719,Female,Yes,84,Yes,Lawyer,0.0,Low,,Cat_3 +460720,Female,Yes,46,Yes,Artist,0.0,Average,2.0,Cat_6 +460722,Male,Yes,31,No,Entertainment,0.0,Average,3.0,Cat_3 +460726,Male,Yes,57,Yes,Artist,3.0,Average,2.0,Cat_6 +460727,Male,Yes,73,No,Executive,1.0,High,4.0,Cat_3 +460729,Male,Yes,36,Yes,Entertainment,9.0,Low,4.0,Cat_6 +460733,Male,No,53,Yes,Marketing,2.0,Low,4.0,Cat_6 +460734,Male,Yes,41,Yes,Entertainment,9.0,Average,,Cat_2 +460738,Female,No,53,No,Engineer,0.0,Low,,Cat_7 +460740,Male,Yes,35,Yes,Artist,2.0,Average,3.0,Cat_6 +460743,Male,Yes,62,Yes,Artist,0.0,Average,3.0,Cat_6 +460746,Male,No,23,No,Marketing,0.0,Low,3.0,Cat_6 +460763,Male,No,51,Yes,Artist,1.0,Low,2.0,Cat_6 +460769,Female,Yes,83,No,Lawyer,1.0,High,2.0,Cat_6 +460780,Female,No,26,Yes,Healthcare,0.0,Low,2.0,Cat_3 +460783,Male,Yes,86,Yes,Lawyer,1.0,Low,1.0,Cat_6 +460785,Male,No,26,Yes,Healthcare,0.0,Low,4.0,Cat_7 +460789,Male,Yes,42,Yes,Executive,0.0,Low,3.0,Cat_6 +460794,Female,Yes,41,Yes,Homemaker,9.0,Low,1.0,Cat_6 +460796,Male,Yes,67,No,Lawyer,0.0,Low,3.0,Cat_6 +460802,Male,Yes,68,Yes,Lawyer,1.0,High,2.0,Cat_6 +460811,Female,Yes,45,No,Engineer,0.0,High,2.0,Cat_6 +460813,Female,Yes,86,No,Lawyer,0.0,High,2.0,Cat_6 +460815,Male,Yes,62,Yes,Artist,0.0,High,2.0,Cat_3 +460822,Male,Yes,42,Yes,Artist,1.0,Low,2.0,Cat_6 +460825,Male,No,26,Yes,Doctor,0.0,Low,3.0,Cat_4 +460828,Male,No,48,No,Entertainment,1.0,Low,1.0,Cat_6 +460830,Male,Yes,40,No,Entertainment,3.0,Average,5.0,Cat_2 +460831,Male,No,20,No,Healthcare,0.0,Low,4.0,Cat_6 +460837,Female,No,25,Yes,Artist,1.0,Low,1.0,Cat_5 +460838,Male,No,37,Yes,Artist,1.0,Low,,Cat_6 +460840,Male,Yes,77,Yes,Lawyer,1.0,Low,1.0,Cat_6 +460844,Male,Yes,50,Yes,Healthcare,,Low,2.0,Cat_6 +460846,Female,No,22,No,Marketing,0.0,Low,4.0,Cat_6 +460847,Male,No,26,Yes,Artist,1.0,Low,3.0,Cat_6 +460851,Male,Yes,71,No,Doctor,0.0,Average,3.0,Cat_6 +460855,Male,Yes,50,Yes,Artist,,Low,2.0,Cat_6 +460857,Male,No,29,No,Entertainment,1.0,Low,1.0,Cat_4 +460859,Male,Yes,51,Yes,Entertainment,,Low,4.0,Cat_6 +460860,Male,Yes,52,Yes,Artist,6.0,Average,4.0,Cat_6 +460861,Male,No,20,No,Healthcare,1.0,Low,3.0,Cat_3 +460866,Male,No,26,Yes,Doctor,0.0,Low,9.0,Cat_4 +460870,Male,No,37,Yes,Healthcare,,Low,,Cat_4 +460871,Female,No,33,Yes,Healthcare,,Low,,Cat_6 +460872,Female,Yes,39,Yes,Artist,0.0,Low,2.0,Cat_4 +460877,Female,Yes,53,No,Artist,1.0,Average,5.0,Cat_6 +460878,Male,Yes,49,No,Entertainment,0.0,Average,4.0,Cat_6 +460882,Male,No,21,No,Healthcare,0.0,Low,2.0,Cat_3 +460888,Male,Yes,39,No,Homemaker,8.0,Low,1.0,Cat_6 +460891,Female,Yes,38,No,Artist,2.0,Average,4.0,Cat_3 +460897,Male,No,22,No,Healthcare,4.0,Low,4.0,Cat_6 +460898,Male,Yes,52,No,Artist,2.0,Average,4.0,Cat_6 +460899,Male,No,40,Yes,Entertainment,,Low,3.0,Cat_6 +460901,Male,No,20,No,Doctor,8.0,Low,3.0,Cat_6 +460902,Male,No,41,Yes,Executive,1.0,Low,3.0,Cat_6 +460905,Male,No,30,Yes,Artist,1.0,Low,1.0,Cat_3 +460906,Female,Yes,89,Yes,Lawyer,1.0,High,3.0,Cat_6 +460907,Male,Yes,83,No,Lawyer,1.0,High,3.0,Cat_6 +460923,Male,Yes,53,Yes,Artist,0.0,Average,3.0,Cat_6 +460924,Male,No,31,No,Doctor,1.0,Low,5.0,Cat_2 +460928,Male,Yes,48,Yes,Artist,1.0,Average,4.0,Cat_6 +460934,Female,No,29,No,Doctor,0.0,Low,2.0,Cat_6 +460935,Male,Yes,87,Yes,Lawyer,0.0,Low,1.0,Cat_6 +460945,Male,No,19,No,Engineer,4.0,Low,7.0,Cat_6 +460953,Male,Yes,60,No,Entertainment,1.0,Low,2.0,Cat_6 +460961,Male,No,23,No,Healthcare,1.0,Low,2.0,Cat_3 +460962,Male,Yes,61,Yes,Executive,9.0,High,4.0,Cat_6 +460963,Female,No,27,Yes,Artist,1.0,Low,3.0,Cat_6 +460968,Male,Yes,32,No,Doctor,14.0,Average,2.0,Cat_3 +460975,Male,Yes,79,,Lawyer,0.0,High,2.0,Cat_6 +460976,Male,No,19,No,Healthcare,1.0,Low,4.0,Cat_6 +460977,Male,Yes,42,Yes,Executive,0.0,High,3.0,Cat_4 +460979,Male,Yes,76,No,Lawyer,1.0,Low,1.0,Cat_6 +460981,Female,Yes,41,No,Marketing,1.0,Average,2.0,Cat_6 +460984,Male,Yes,38,Yes,Entertainment,0.0,Average,4.0,Cat_6 +460988,Male,Yes,43,Yes,Entertainment,0.0,Average,3.0,Cat_4 +460989,Male,No,19,No,Healthcare,1.0,Low,3.0,Cat_1 +460991,Female,No,28,Yes,Healthcare,1.0,Low,3.0,Cat_7 +460993,Male,Yes,56,Yes,Artist,0.0,Average,4.0,Cat_6 +460999,Male,No,28,Yes,Engineer,0.0,Low,3.0,Cat_3 +461000,Male,Yes,60,No,Marketing,1.0,High,2.0,Cat_3 +461001,Female,No,55,Yes,Artist,0.0,Low,,Cat_3 +461015,Male,Yes,35,Yes,Entertainment,1.0,Average,2.0,Cat_3 +461016,Male,No,25,No,Healthcare,5.0,Low,5.0,Cat_3 +461022,Male,Yes,71,Yes,Artist,1.0,Low,1.0,Cat_3 +461023,Male,Yes,65,No,Lawyer,,High,2.0,Cat_3 +461024,Male,Yes,74,Yes,Lawyer,1.0,Low,1.0,Cat_6 +461028,Female,No,20,No,Healthcare,5.0,Low,4.0,Cat_4 +461029,Male,Yes,43,No,Entertainment,9.0,Low,2.0,Cat_4 +461034,Female,No,20,No,Marketing,3.0,Low,6.0,Cat_3 +461037,Male,Yes,40,Yes,Healthcare,,High,5.0,Cat_3 +461038,Female,Yes,46,Yes,Engineer,0.0,High,5.0,Cat_3 +461041,Female,Yes,65,No,Lawyer,1.0,High,7.0,Cat_3 +461042,Male,No,21,No,Healthcare,0.0,Low,,Cat_4 +461043,Male,Yes,50,No,Healthcare,1.0,Low,7.0,Cat_4 +461044,Male,No,18,No,Healthcare,0.0,Low,5.0,Cat_4 +461049,Female,Yes,61,Yes,Doctor,1.0,Low,7.0,Cat_7 +461050,Male,Yes,49,Yes,,1.0,High,3.0,Cat_6 +461053,Male,Yes,39,No,Executive,,High,4.0,Cat_3 +461059,Female,Yes,52,No,Lawyer,1.0,High,2.0,Cat_6 +461060,Male,Yes,56,Yes,Executive,0.0,High,5.0,Cat_6 +461065,Male,Yes,55,Yes,Executive,,Low,6.0,Cat_3 +461071,Male,Yes,42,No,Engineer,1.0,Average,5.0,Cat_3 +461078,Female,No,33,No,Homemaker,0.0,Low,6.0,Cat_3 +461082,Male,No,19,No,Healthcare,8.0,Low,4.0,Cat_1 +461085,Female,No,27,No,Engineer,1.0,Low,1.0,Cat_3 +461093,Female,Yes,38,Yes,Artist,1.0,Average,4.0,Cat_3 +461099,Female,No,38,No,Artist,1.0,Low,4.0,Cat_3 +461111,Female,Yes,43,Yes,Doctor,8.0,Low,1.0,Cat_6 +461114,Male,Yes,53,Yes,Artist,1.0,Average,4.0,Cat_3 +461116,Male,Yes,33,No,Executive,4.0,High,4.0,Cat_3 +461118,Female,No,30,Yes,Healthcare,7.0,Low,,Cat_3 +461119,Female,No,22,No,Healthcare,6.0,Low,3.0,Cat_3 +461121,Male,No,33,No,Doctor,0.0,Low,4.0,Cat_3 +461124,Male,No,21,No,Healthcare,1.0,Low,8.0,Cat_4 +461127,Male,No,20,No,Healthcare,1.0,Low,5.0,Cat_4 +461128,Male,No,19,No,Healthcare,7.0,Low,3.0,Cat_6 +461129,Female,Yes,58,Yes,Entertainment,1.0,Average,4.0,Cat_6 +461131,Male,Yes,67,Yes,Artist,1.0,High,,Cat_6 +461145,Female,Yes,36,Yes,Entertainment,1.0,Low,2.0,Cat_3 +461152,Female,No,30,No,Homemaker,8.0,Low,,Cat_3 +461154,Male,No,23,No,Homemaker,1.0,Low,4.0,Cat_3 +461158,Female,No,42,Yes,Entertainment,1.0,Low,,Cat_3 +461162,Female,No,37,No,Marketing,8.0,Low,3.0,Cat_3 +461163,Female,Yes,58,No,Entertainment,9.0,Low,4.0,Cat_3 +461168,Female,Yes,26,No,Engineer,7.0,Average,2.0,Cat_3 +461169,Male,No,39,Yes,Entertainment,9.0,Low,2.0,Cat_3 +461174,Female,No,23,No,Marketing,,Low,4.0,Cat_3 +461177,Male,Yes,41,No,Executive,8.0,Average,4.0,Cat_1 +461178,Male,Yes,26,No,Entertainment,0.0,Low,3.0,Cat_3 +461179,Female,Yes,25,No,Engineer,3.0,Low,3.0,Cat_3 +461181,Male,No,19,No,Healthcare,,Low,4.0,Cat_3 +461183,Male,No,36,No,Executive,0.0,Low,5.0,Cat_3 +461187,Male,No,29,No,Healthcare,9.0,Low,4.0,Cat_3 +461197,Male,No,26,No,Marketing,1.0,Low,1.0,Cat_3 +461198,Female,No,78,Yes,Lawyer,,Low,1.0,Cat_6 +461201,Female,No,55,Yes,Artist,,Low,1.0,Cat_6 +461205,Male,No,26,Yes,Healthcare,,Low,3.0,Cat_2 +461211,Female,No,46,Yes,Entertainment,0.0,Low,1.0,Cat_6 +461214,Male,No,29,No,Healthcare,0.0,Low,4.0,Cat_6 +461215,Female,No,36,Yes,Artist,10.0,Low,1.0,Cat_6 +461218,Male,Yes,27,No,Executive,1.0,Low,6.0,Cat_6 +461220,Female,No,29,No,Executive,8.0,Low,3.0,Cat_6 +461221,Female,No,25,No,Marketing,1.0,Low,4.0,Cat_6 +461225,Female,No,30,No,Marketing,10.0,Low,6.0,Cat_6 +461226,Male,Yes,45,Yes,,1.0,Low,2.0,Cat_6 +461230,Female,No,21,No,Executive,0.0,Low,,Cat_3 +461232,Female,Yes,41,Yes,Executive,,High,,Cat_3 +461233,Male,Yes,38,Yes,Entertainment,,Low,,Cat_3 +461236,Female,No,28,Yes,Healthcare,9.0,Low,1.0,Cat_6 +461237,Male,No,33,Yes,Doctor,1.0,Low,5.0,Cat_2 +461241,Male,Yes,31,Yes,Healthcare,7.0,Low,2.0,Cat_6 +461242,Male,Yes,45,Yes,Healthcare,0.0,Low,2.0,Cat_6 +461243,Male,Yes,47,Yes,Marketing,0.0,Low,5.0,Cat_6 +461248,Female,No,39,No,Healthcare,0.0,Low,1.0,Cat_6 +461251,Female,No,47,Yes,Marketing,1.0,Low,,Cat_6 +461252,Female,Yes,53,Yes,Doctor,0.0,Low,1.0,Cat_3 +461256,Male,No,27,No,Doctor,1.0,Low,4.0,Cat_4 +461257,Male,Yes,37,Yes,Engineer,1.0,Average,2.0,Cat_4 +461258,Female,Yes,62,Yes,Artist,1.0,Average,3.0,Cat_4 +461262,Female,No,29,No,Engineer,0.0,Low,7.0,Cat_4 +461263,Female,Yes,51,Yes,Artist,0.0,Low,1.0,Cat_4 +461265,Male,No,30,No,Marketing,1.0,Low,6.0,Cat_4 +461269,Male,No,18,No,Entertainment,0.0,Low,4.0,Cat_4 +461274,Female,Yes,87,Yes,Lawyer,,High,2.0,Cat_6 +461276,Male,Yes,68,Yes,Marketing,0.0,Low,2.0,Cat_7 +461277,Male,Yes,84,Yes,Lawyer,5.0,Low,1.0,Cat_6 +461281,Male,No,22,No,Healthcare,2.0,Low,9.0,Cat_2 +461286,Female,No,22,No,Doctor,2.0,Low,4.0,Cat_6 +461289,Male,No,21,No,Healthcare,1.0,Low,3.0,Cat_6 +461292,Female,Yes,89,No,Lawyer,,High,2.0,Cat_3 +461297,Male,Yes,73,No,Lawyer,0.0,High,2.0,Cat_6 +461299,Female,Yes,75,Yes,Lawyer,0.0,High,2.0,Cat_6 +461303,Female,No,20,No,Doctor,6.0,Low,4.0,Cat_2 +461308,Male,No,22,No,Healthcare,1.0,Low,2.0,Cat_6 +461309,Female,No,22,No,Healthcare,0.0,Low,4.0,Cat_6 +461313,Male,Yes,63,Yes,Artist,0.0,Average,,Cat_6 +461314,Male,Yes,46,Yes,Artist,1.0,Average,3.0,Cat_6 +461319,Male,Yes,58,No,Artist,0.0,Average,2.0,Cat_6 +461320,Female,No,41,Yes,Artist,1.0,Low,3.0,Cat_6 +461322,Male,Yes,42,Yes,Artist,0.0,Average,2.0,Cat_6 +461323,Female,Yes,43,Yes,Healthcare,6.0,Average,2.0,Cat_6 +461324,Female,No,49,Yes,Artist,3.0,Low,1.0,Cat_6 +461326,Female,No,40,Yes,Artist,0.0,Low,1.0,Cat_6 +461335,Male,Yes,53,No,Executive,8.0,High,2.0,Cat_6 +461340,Male,Yes,36,Yes,Artist,4.0,Average,2.0,Cat_7 +461346,Male,Yes,50,Yes,Artist,8.0,Low,2.0,Cat_6 +461348,Male,Yes,42,Yes,Healthcare,1.0,Low,1.0,Cat_6 +461350,Male,No,30,No,Healthcare,0.0,Low,4.0,Cat_2 +461352,Male,No,29,No,Healthcare,2.0,Low,5.0,Cat_2 +461356,Male,No,28,Yes,Entertainment,1.0,Low,2.0,Cat_6 +461357,Male,No,27,Yes,Healthcare,1.0,Low,4.0,Cat_6 +461363,Male,No,49,Yes,Artist,0.0,Low,1.0,Cat_6 +461366,Male,No,32,Yes,Healthcare,1.0,Low,1.0,Cat_6 +461370,Male,No,25,Yes,Doctor,1.0,Low,3.0,Cat_6 +461377,Female,Yes,63,Yes,Artist,,Low,1.0,Cat_6 +461378,Female,No,42,Yes,Artist,8.0,Low,1.0,Cat_6 +461379,Male,No,31,Yes,Healthcare,1.0,Low,,Cat_5 +461383,Male,Yes,71,Yes,Artist,0.0,High,2.0,Cat_6 +461388,Male,No,20,No,Healthcare,,Low,5.0,Cat_2 +461397,Male,No,22,No,Healthcare,1.0,Low,4.0,Cat_6 +461402,Female,No,29,Yes,Entertainment,1.0,Low,5.0,Cat_6 +461408,Male,Yes,47,Yes,Marketing,0.0,Low,3.0,Cat_6 +461421,Male,Yes,43,Yes,Artist,,Average,3.0,Cat_6 +461423,Male,No,32,Yes,Artist,1.0,Low,3.0,Cat_4 +461426,Male,Yes,47,Yes,Artist,7.0,Average,2.0,Cat_6 +461428,Male,No,46,Yes,Artist,0.0,Low,1.0,Cat_6 +461432,Female,Yes,41,Yes,Artist,1.0,Average,2.0,Cat_6 +461437,Male,Yes,37,Yes,Entertainment,0.0,Average,2.0,Cat_6 +461439,Male,Yes,40,Yes,Artist,0.0,Average,2.0,Cat_6 +461441,Male,Yes,60,Yes,Artist,0.0,Average,4.0,Cat_6 +461442,Male,Yes,46,Yes,Artist,0.0,Average,6.0,Cat_2 +461454,Female,Yes,36,Yes,Artist,6.0,High,4.0,Cat_7 +461456,Female,No,38,No,Marketing,0.0,Low,1.0,Cat_6 +461457,Female,Yes,32,No,Doctor,0.0,Low,5.0,Cat_6 +461458,Female,No,41,Yes,Artist,5.0,Low,1.0,Cat_6 +461462,Male,Yes,56,Yes,Marketing,0.0,Low,3.0,Cat_6 +461465,Male,Yes,31,Yes,Artist,8.0,Average,2.0,Cat_6 +461466,Male,Yes,45,No,Artist,0.0,Low,2.0,Cat_7 +461468,Male,Yes,69,Yes,Entertainment,,Average,3.0,Cat_6 +461469,Male,Yes,37,Yes,Artist,0.0,Low,2.0,Cat_6 +461476,Male,Yes,47,Yes,Artist,1.0,Average,4.0,Cat_2 +461479,Female,Yes,52,Yes,Artist,1.0,Average,3.0,Cat_6 +461480,Female,Yes,57,Yes,Artist,1.0,High,3.0,Cat_6 +461482,Female,No,50,Yes,Artist,9.0,Low,1.0,Cat_6 +461494,Male,Yes,27,No,Engineer,0.0,Average,2.0,Cat_6 +461501,Female,Yes,45,Yes,Engineer,1.0,High,3.0,Cat_6 +461503,Female,No,30,Yes,Artist,8.0,Low,2.0,Cat_6 +461510,Male,Yes,45,Yes,Artist,0.0,Low,2.0,Cat_6 +461514,Male,No,30,No,Healthcare,1.0,Low,4.0,Cat_6 +461516,Male,Yes,31,Yes,Entertainment,1.0,Average,3.0,Cat_6 +461518,Female,Yes,45,Yes,Artist,1.0,Average,4.0,Cat_3 +461521,Male,Yes,67,Yes,Artist,0.0,High,2.0,Cat_6 +461522,Male,Yes,76,No,Executive,1.0,High,2.0,Cat_6 +461525,Male,Yes,69,Yes,Entertainment,0.0,Low,2.0,Cat_6 +461526,Male,Yes,83,No,Entertainment,0.0,Low,2.0,Cat_6 +461530,Male,Yes,38,Yes,Engineer,0.0,Low,2.0,Cat_6 +461534,Male,Yes,36,Yes,Artist,0.0,Low,1.0,Cat_6 +461540,Male,No,41,Yes,,2.0,Low,2.0,Cat_2 +461546,Female,Yes,69,No,Lawyer,0.0,Low,3.0,Cat_6 +461548,Female,No,33,Yes,Engineer,0.0,Low,3.0,Cat_6 +461553,Male,No,38,Yes,Artist,1.0,Low,3.0,Cat_7 +461556,Female,Yes,48,Yes,Engineer,1.0,Average,2.0,Cat_6 +461558,Male,Yes,51,Yes,Engineer,2.0,Average,2.0,Cat_6 +461564,Male,Yes,56,Yes,Executive,1.0,High,2.0,Cat_6 +461570,Male,Yes,57,Yes,Artist,0.0,Average,3.0,Cat_6 +461574,Female,Yes,49,Yes,Artist,1.0,Average,3.0,Cat_6 +461587,Male,No,30,Yes,Healthcare,0.0,Low,3.0,Cat_6 +461593,Female,Yes,40,Yes,Doctor,8.0,Average,2.0,Cat_6 +461602,Female,No,30,Yes,Artist,0.0,Low,,Cat_6 +461604,Male,Yes,38,No,Entertainment,0.0,Average,2.0,Cat_6 +461612,Female,No,31,Yes,Healthcare,8.0,Low,5.0,Cat_6 +461615,Male,No,33,Yes,Doctor,0.0,Low,2.0,Cat_6 +461617,Male,No,50,Yes,Artist,0.0,Low,2.0,Cat_6 +461619,Male,Yes,52,Yes,Executive,,High,3.0,Cat_6 +461624,Female,Yes,39,Yes,Artist,0.0,Average,,Cat_2 +461626,Male,Yes,73,Yes,Executive,0.0,High,2.0,Cat_6 +461630,Male,Yes,46,Yes,Artist,0.0,Average,3.0,Cat_6 +461637,Male,Yes,50,Yes,Artist,0.0,Low,2.0,Cat_7 +461644,Male,No,30,No,Healthcare,0.0,Low,6.0,Cat_6 +461653,Female,Yes,60,Yes,Doctor,0.0,Average,2.0,Cat_6 +461655,Female,Yes,39,Yes,Homemaker,9.0,Average,2.0,Cat_6 +461658,Female,Yes,59,Yes,Artist,1.0,Average,2.0,Cat_5 +461659,Female,Yes,51,Yes,Artist,0.0,Average,2.0,Cat_6 +461661,Female,Yes,40,Yes,Artist,5.0,Average,2.0,Cat_2 +461663,Male,No,23,No,Healthcare,1.0,Low,3.0,Cat_6 +461668,Male,Yes,53,Yes,Artist,4.0,Average,4.0,Cat_2 +461671,Male,No,32,No,Healthcare,7.0,Low,5.0,Cat_6 +461674,Male,Yes,52,Yes,Executive,0.0,High,4.0,Cat_6 +461676,Female,No,31,Yes,Engineer,0.0,Low,1.0,Cat_6 +461679,Male,No,30,Yes,Healthcare,3.0,Low,4.0,Cat_6 +461681,Male,No,25,Yes,Healthcare,8.0,Low,3.0,Cat_7 +461683,Male,Yes,40,Yes,Executive,1.0,High,4.0,Cat_6 +461685,Female,No,27,Yes,Healthcare,4.0,Low,4.0,Cat_6 +461686,Male,Yes,61,Yes,Artist,0.0,Low,2.0,Cat_6 +461690,Female,No,33,Yes,Engineer,1.0,Low,1.0,Cat_4 +461694,Male,No,28,Yes,Doctor,1.0,Low,4.0,Cat_4 +461695,Female,Yes,48,Yes,Artist,2.0,Average,2.0,Cat_6 +461698,Female,Yes,73,Yes,Artist,0.0,High,2.0,Cat_6 +461701,Male,Yes,36,No,Artist,0.0,Average,2.0,Cat_5 +461705,Female,No,32,No,Healthcare,0.0,Low,4.0,Cat_6 +461708,Male,Yes,82,No,Lawyer,0.0,High,2.0,Cat_6 +461709,Male,No,28,Yes,Artist,1.0,Low,3.0,Cat_4 +461711,Female,No,42,Yes,Artist,8.0,Low,3.0,Cat_2 +461716,Female,Yes,60,Yes,Lawyer,6.0,High,9.0,Cat_6 +461720,Female,No,46,Yes,Artist,1.0,Low,1.0,Cat_4 +461722,Male,No,31,No,Doctor,0.0,Low,3.0,Cat_6 +461724,Female,Yes,50,Yes,Artist,1.0,Low,1.0,Cat_7 +461725,Female,No,30,Yes,Engineer,3.0,Low,1.0,Cat_4 +461727,Female,No,49,Yes,Artist,1.0,Low,3.0,Cat_6 +461737,Female,Yes,51,Yes,Doctor,0.0,Average,6.0,Cat_4 +461738,Female,Yes,46,Yes,,,Average,3.0,Cat_6 +461744,Male,Yes,53,Yes,Artist,0.0,Average,4.0,Cat_6 +461747,Male,Yes,65,Yes,Artist,0.0,High,2.0,Cat_6 +461749,Female,No,22,No,Healthcare,0.0,Low,5.0,Cat_6 +461752,Male,Yes,65,Yes,Doctor,1.0,Average,3.0,Cat_6 +461756,Female,Yes,39,Yes,Engineer,0.0,Average,2.0,Cat_4 +461760,Male,Yes,84,Yes,Artist,0.0,High,2.0,Cat_6 +461769,Male,No,37,Yes,Artist,0.0,Low,1.0,Cat_6 +461771,Male,Yes,28,Yes,Doctor,8.0,Average,2.0,Cat_6 +461775,Female,Yes,82,No,Lawyer,0.0,High,2.0,Cat_6 +461778,Female,Yes,87,Yes,Lawyer,0.0,High,2.0,Cat_6 +461780,Female,No,69,Yes,Lawyer,1.0,Low,5.0,Cat_6 +461782,Female,Yes,51,Yes,Artist,,High,5.0,Cat_6 +461784,Female,Yes,74,Yes,Lawyer,1.0,Low,1.0,Cat_6 +461788,Female,Yes,79,Yes,Lawyer,1.0,High,2.0,Cat_6 +461791,Female,No,21,No,Lawyer,9.0,Low,1.0,Cat_6 +461792,Female,No,20,No,Healthcare,5.0,Low,5.0,Cat_2 +461800,Female,No,43,Yes,Doctor,3.0,Low,1.0,Cat_2 +461801,Female,No,25,No,Healthcare,1.0,Low,3.0,Cat_6 +461802,Male,No,43,Yes,Artist,0.0,Low,4.0,Cat_6 +461804,Female,No,42,Yes,Artist,1.0,Low,1.0,Cat_6 +461807,Male,No,25,Yes,Doctor,10.0,Low,4.0,Cat_6 +461815,Male,Yes,59,Yes,Artist,0.0,Low,1.0,Cat_3 +461816,Female,No,49,Yes,Marketing,0.0,Low,5.0,Cat_6 +461821,Female,No,32,No,Doctor,1.0,Low,4.0,Cat_6 +461822,Male,Yes,36,Yes,Artist,8.0,High,2.0,Cat_6 +461824,Male,Yes,45,Yes,Marketing,9.0,Low,3.0,Cat_6 +461832,Male,No,29,Yes,Healthcare,,Low,3.0,Cat_6 +461837,Male,Yes,37,Yes,Artist,0.0,Low,2.0,Cat_6 +461845,Female,Yes,48,Yes,Doctor,1.0,Average,4.0,Cat_6 +461846,Female,No,65,Yes,Artist,0.0,Low,2.0,Cat_2 +461848,Male,No,39,No,Marketing,1.0,Low,2.0,Cat_6 +461858,Male,No,25,No,Entertainment,1.0,Low,7.0,Cat_4 +461859,Female,Yes,49,No,Artist,5.0,Low,5.0,Cat_6 +461860,Female,Yes,77,Yes,Lawyer,1.0,High,2.0,Cat_6 +461862,Female,No,38,Yes,Artist,9.0,Low,1.0,Cat_6 +461864,Male,No,19,Yes,Marketing,0.0,Low,6.0,Cat_4 +461872,Female,Yes,76,Yes,Lawyer,1.0,High,2.0,Cat_6 +461873,Male,No,28,Yes,Doctor,0.0,Low,4.0,Cat_6 +461874,Male,Yes,51,Yes,Doctor,1.0,Average,3.0,Cat_3 +461882,Female,No,28,Yes,Doctor,0.0,Low,5.0,Cat_7 +461892,Female,No,42,Yes,Healthcare,0.0,Low,1.0,Cat_2 +461896,Male,Yes,45,Yes,Artist,1.0,Low,1.0,Cat_6 +461898,Male,Yes,63,Yes,Executive,6.0,High,3.0,Cat_6 +461899,Female,No,18,No,Doctor,0.0,Low,6.0,Cat_6 +461901,Male,No,26,Yes,Artist,7.0,Low,4.0,Cat_6 +461910,Male,Yes,31,Yes,Artist,,Average,2.0,Cat_2 +461913,Male,No,43,Yes,Entertainment,5.0,Low,4.0,Cat_2 +461914,Female,Yes,60,Yes,Artist,7.0,Low,,Cat_6 +461921,Female,No,36,Yes,Artist,0.0,Low,1.0,Cat_6 +461927,Male,No,32,No,Healthcare,1.0,Low,4.0,Cat_2 +461928,Male,Yes,68,Yes,Lawyer,,Low,1.0, +461929,Male,Yes,60,Yes,Entertainment,1.0,Low,1.0,Cat_6 +461930,Female,No,42,Yes,Artist,0.0,Low,1.0,Cat_4 +461931,Female,No,18,No,Healthcare,6.0,Low,5.0, +461936,Male,Yes,69,No,Lawyer,0.0,High,2.0,Cat_6 +461937,Female,No,42,Yes,Doctor,0.0,Low,,Cat_6 +461941,Female,Yes,70,Yes,Artist,1.0,Low,1.0,Cat_6 +461943,Male,No,25,Yes,Healthcare,1.0,Low,3.0,Cat_6 +461962,Male,Yes,56,Yes,Entertainment,1.0,Average,3.0,Cat_6 +461963,Female,No,40,Yes,Artist,9.0,Low,1.0,Cat_6 +461965,Male,No,23,No,Healthcare,1.0,Low,6.0,Cat_6 +461967,Female,No,20,No,Marketing,3.0,Low,4.0,Cat_7 +461968,Female,No,39,Yes,Entertainment,2.0,Low,1.0,Cat_6 +461978,Female,No,19,No,Healthcare,0.0,Low,4.0,Cat_6 +461985,Male,No,28,Yes,Entertainment,,Low,,Cat_5 +461988,Male,Yes,40,No,Engineer,1.0,Average,2.0,Cat_6 +461989,Female,,60,Yes,Engineer,1.0,Average,4.0,Cat_2 +461993,Male,No,33,No,Healthcare,3.0,Low,4.0,Cat_6 +461994,Male,Yes,20,No,Doctor,14.0,Low,2.0,Cat_6 +461996,Female,No,35,No,Artist,7.0,Low,4.0,Cat_6 +461999,Male,No,27,Yes,Doctor,0.0,Low,5.0,Cat_6 +462007,Female,Yes,42,Yes,Artist,1.0,Average,2.0,Cat_6 +462011,Male,Yes,30,No,Marketing,0.0,Low,4.0,Cat_4 +462013,Female,Yes,56,Yes,Executive,0.0,Average,2.0,Cat_6 +462015,Male,Yes,28,Yes,Entertainment,0.0,Average,2.0,Cat_6 +462016,Female,Yes,38,Yes,Artist,6.0,Average,2.0,Cat_6 +462017,Male,No,26,Yes,Entertainment,9.0,Low,1.0,Cat_2 +462027,Male,No,36,No,Engineer,0.0,Low,1.0,Cat_6 +462029,Male,No,56,No,Entertainment,0.0,Low,1.0,Cat_6 +462033,Male,No,26,Yes,Entertainment,0.0,Low,1.0,Cat_6 +462038,Male,No,28,Yes,Artist,4.0,Low,4.0,Cat_6 +462043,Male,No,32,No,Healthcare,0.0,Low,5.0,Cat_6 +462044,Female,No,52,Yes,Artist,4.0,Low,1.0,Cat_6 +462048,Female,No,23,No,Healthcare,0.0,Low,4.0,Cat_6 +462051,Male,No,23,No,Healthcare,,Low,5.0,Cat_4 +462052,Male,Yes,50,Yes,Artist,0.0,Low,2.0,Cat_6 +462053,Male,Yes,26,Yes,Artist,,Low,2.0,Cat_6 +462058,Male,Yes,40,Yes,Entertainment,8.0,Low,2.0,Cat_6 +462060,Female,Yes,53,Yes,Artist,1.0,Average,2.0,Cat_6 +462064,Male,Yes,63,Yes,Artist,0.0,Average,3.0,Cat_7 +462068,Male,Yes,62,Yes,Executive,0.0,High,3.0,Cat_6 +462075,Female,No,38,Yes,Artist,1.0,Low,1.0,Cat_6 +462078,Female,Yes,57,No,Artist,1.0,Average,2.0,Cat_2 +462080,Female,No,43,Yes,Artist,9.0,Low,1.0,Cat_6 +462081,Male,No,21,No,Marketing,1.0,Low,3.0,Cat_4 +462083,Male,No,22,No,Healthcare,0.0,Low,5.0,Cat_6 +462084,Male,Yes,68,Yes,Artist,1.0,Low,1.0,Cat_6 +462085,Female,No,28,Yes,Healthcare,0.0,Low,1.0,Cat_6 +462088,Male,Yes,33,Yes,Artist,0.0,Average,2.0,Cat_6 +462090,Female,No,38,Yes,Artist,8.0,Low,1.0,Cat_6 +462091,Male,No,23,No,Healthcare,0.0,Low,5.0,Cat_4 +462094,Female,No,41,Yes,Healthcare,,Low,1.0,Cat_6 +462096,Female,No,41,Yes,Homemaker,,Low,1.0,Cat_4 +462102,Female,No,39,Yes,Doctor,4.0,Low,1.0,Cat_6 +462103,Female,Yes,49,No,Entertainment,9.0,High,2.0,Cat_6 +462108,Female,Yes,33,Yes,Homemaker,,Average,2.0,Cat_6 +462109,Male,Yes,79,No,Lawyer,0.0,Low,1.0,Cat_6 +462111,Male,Yes,38,Yes,Artist,6.0,Average,4.0,Cat_6 +462114,Male,No,21,No,Healthcare,1.0,Low,4.0,Cat_6 +462116,Female,Yes,68,Yes,Doctor,0.0,Average,2.0,Cat_6 +462118,Male,No,31,Yes,Artist,0.0,Low,3.0,Cat_6 +462120,Male,Yes,46,No,Artist,1.0,Low,3.0,Cat_3 +462128,Male,Yes,35,Yes,Artist,9.0,Average,2.0,Cat_6 +462131,Female,No,42,Yes,Artist,8.0,Low,3.0,Cat_2 +462134,Male,Yes,87,No,Lawyer,0.0,Low,1.0, +462141,Female,No,38,Yes,Artist,8.0,Low,1.0,Cat_6 +462149,Female,Yes,88,No,Lawyer,2.0,High,1.0,Cat_6 +462151,Female,No,42,Yes,Artist,9.0,Low,1.0,Cat_6 +462163,Female,Yes,26,Yes,Artist,4.0,Average,2.0,Cat_3 +462168,Male,Yes,35,Yes,Executive,0.0,High,3.0,Cat_6 +462171,Female,Yes,41,No,Engineer,3.0,High,2.0,Cat_6 +462172,Male,Yes,37,Yes,Doctor,1.0,Average,2.0,Cat_1 +462174,Female,Yes,41,Yes,Engineer,8.0,Average,4.0,Cat_4 +462177,Male,No,35,,Artist,6.0,Low,5.0,Cat_2 +462179,Female,No,33,Yes,Marketing,0.0,Low,9.0,Cat_7 +462180,Female,Yes,61,Yes,Engineer,2.0,Average,4.0,Cat_2 +462186,Female,No,19,No,Doctor,1.0,Low,3.0,Cat_1 +462187,Female,No,50,Yes,Artist,4.0,Low,1.0,Cat_6 +462188,Female,Yes,48,No,Engineer,0.0,Average,4.0,Cat_4 +462196,Male,Yes,57,No,Marketing,1.0,Average,3.0,Cat_4 +462197,Female,Yes,72,No,Engineer,1.0,Average,3.0,Cat_4 +462198,Female,No,39,No,Engineer,4.0,Low,,Cat_3 +462200,Female,Yes,49,Yes,Doctor,0.0,Low,3.0,Cat_4 +462202,Female,No,41,Yes,Entertainment,0.0,Low,4.0,Cat_4 +462203,Male,Yes,65,No,Executive,2.0,High,7.0,Cat_4 +462204,Female,No,22,No,Marketing,0.0,Low,3.0,Cat_4 +462205,Female,No,23,No,Healthcare,0.0,Low,4.0,Cat_4 +462209,Female,Yes,41,No,Artist,0.0,Low,1.0,Cat_4 +462210,Female,Yes,42,Yes,Engineer,0.0,Low,3.0,Cat_4 +462211,Male,No,18,No,Healthcare,0.0,Low,3.0,Cat_4 +462214,Male,Yes,49,No,Doctor,1.0,Low,2.0,Cat_4 +462216,Female,Yes,40,No,Doctor,0.0,Low,2.0,Cat_4 +462218,Male,Yes,50,No,Executive,1.0,Average,5.0,Cat_4 +462220,Female,No,19,No,Healthcare,6.0,Low,3.0,Cat_4 +462222,Male,No,22,No,Healthcare,0.0,Low,6.0,Cat_4 +462229,Male,No,23,No,,1.0,Low,8.0,Cat_4 +462231,Male,No,27,Yes,Artist,4.0,Low,6.0,Cat_4 +462232,Male,Yes,55,No,Executive,0.0,High,8.0,Cat_4 +462234,Male,Yes,32,No,,1.0,Average,6.0,Cat_4 +462238,Male,Yes,57,No,Entertainment,,Low,2.0,Cat_3 +462240,Male,Yes,80,No,Lawyer,0.0,High,2.0,Cat_6 +462243,Male,Yes,43,No,Executive,0.0,Low,4.0,Cat_6 +462246,Female,Yes,79,No,Lawyer,1.0,High,2.0,Cat_6 +462249,Male,No,25,No,Entertainment,1.0,Low,3.0,Cat_6 +462256,Female,Yes,58,Yes,Homemaker,0.0,Average,4.0,Cat_6 +462257,Female,Yes,78,Yes,Lawyer,,High,2.0,Cat_6 +462260,Male,Yes,76,Yes,Lawyer,1.0,Low,2.0,Cat_6 +462262,Male,No,27,No,Healthcare,1.0,Low,3.0, +462274,Male,Yes,47,Yes,Artist,1.0,Average,3.0,Cat_6 +462275,Male,Yes,43,Yes,Artist,1.0,Average,2.0,Cat_6 +462278,Male,No,31,Yes,Healthcare,1.0,Low,4.0,Cat_6 +462279,Male,No,27,No,Healthcare,0.0,Low,7.0,Cat_6 +462280,Male,No,31,Yes,Healthcare,0.0,Low,4.0,Cat_6 +462281,Male,Yes,46,Yes,Artist,1.0,Low,2.0,Cat_6 +462284,Male,Yes,48,Yes,Executive,1.0,Average,4.0,Cat_6 +462285,Male,Yes,51,Yes,Doctor,,Low,2.0, +462286,Male,Yes,57,No,Doctor,0.0,Average,2.0,Cat_6 +462290,Female,No,30,Yes,Doctor,0.0,Low,1.0,Cat_6 +462291,Female,No,37,Yes,Marketing,,Low,3.0,Cat_6 +462297,Female,No,31,Yes,Artist,14.0,Low,2.0,Cat_6 +462300,Male,Yes,49,Yes,Artist,1.0,Average,3.0,Cat_6 +462304,Male,Yes,56,Yes,Artist,1.0,Low,4.0,Cat_4 +462306,Male,Yes,83,No,Lawyer,8.0,High,2.0,Cat_6 +462309,Male,No,32,Yes,Healthcare,,Low,1.0,Cat_6 +462310,Male,Yes,63,Yes,Artist,5.0,Average,4.0,Cat_6 +462323,Female,Yes,71,Yes,Doctor,1.0,Average,2.0,Cat_6 +462336,Male,Yes,50,No,Artist,0.0,Low,4.0,Cat_6 +462339,Male,No,31,Yes,Artist,4.0,Low,5.0,Cat_6 +462340,Male,Yes,60,No,Entertainment,0.0,Average,6.0,Cat_6 +462342,Female,Yes,71,Yes,Lawyer,8.0,High,2.0,Cat_6 +462345,Male,Yes,49,Yes,Doctor,0.0,Average,6.0,Cat_4 +462346,Male,Yes,74,Yes,Lawyer,9.0,Low,1.0,Cat_6 +462349,Male,Yes,51,Yes,Artist,1.0,Average,6.0,Cat_6 +462355,Male,Yes,61,No,Entertainment,0.0,Low,,Cat_6 +462356,Male,No,46,Yes,Engineer,0.0,Low,3.0,Cat_6 +462358,Male,Yes,39,No,Doctor,2.0,Average,2.0,Cat_6 +462365,Male,Yes,85,Yes,Lawyer,1.0,High,2.0,Cat_6 +462368,Female,Yes,31,Yes,Artist,1.0,Average,2.0,Cat_6 +462370,Male,Yes,39,Yes,Executive,4.0,High,3.0,Cat_6 +462381,Female,Yes,48,No,Doctor,1.0,High,2.0,Cat_6 +462382,Male,Yes,71,Yes,Lawyer,0.0,High,2.0,Cat_6 +462384,Female,No,31,Yes,Healthcare,,Low,1.0,Cat_7 +462386,Female,No,32,Yes,Healthcare,0.0,Low,5.0,Cat_6 +462389,Female,Yes,55,No,Engineer,0.0,Low,1.0,Cat_6 +462395,Male,Yes,46,Yes,Artist,0.0,High,2.0,Cat_6 +462396,Male,Yes,53,Yes,Doctor,,Average,2.0,Cat_6 +462397,Male,Yes,50,Yes,Artist,0.0,Average,4.0,Cat_6 +462400,Male,No,45,Yes,Artist,1.0,Low,1.0,Cat_6 +462401,Male,Yes,33,No,Executive,1.0,Average,2.0,Cat_4 +462409,Female,Yes,29,No,Engineer,5.0,Low,2.0,Cat_6 +462411,Male,No,35,Yes,Artist,8.0,Low,1.0,Cat_6 +462415,Male,No,25,No,Doctor,1.0,Low,1.0,Cat_6 +462420,Male,No,26,Yes,Healthcare,0.0,Low,3.0,Cat_6 +462421,Male,No,48,Yes,Artist,1.0,Low,2.0,Cat_6 +462423,Male,Yes,66,No,Lawyer,0.0,High,3.0,Cat_6 +462424,Female,Yes,38,No,Artist,0.0,Low,3.0,Cat_6 +462428,Male,Yes,65,Yes,Entertainment,2.0,Average,3.0,Cat_6 +462429,Male,Yes,87,No,Lawyer,1.0,Low,1.0,Cat_6 +462445,Male,No,20,No,Healthcare,1.0,Low,3.0,Cat_6 +462446,Male,No,19,No,Healthcare,0.0,Low,4.0,Cat_6 +462447,Male,No,22,No,Healthcare,9.0,Low,4.0,Cat_6 +462450,Male,No,18,No,Healthcare,0.0,Low,,Cat_6 +462451,Male,No,18,No,Marketing,1.0,Low,9.0,Cat_6 +462452,Male,No,19,No,Healthcare,0.0,Low,,Cat_4 +462454,Male,No,19,No,Healthcare,1.0,Low,3.0,Cat_2 +462456,Male,No,22,No,Healthcare,0.0,Low,8.0,Cat_6 +462457,Male,No,31,No,Healthcare,4.0,Low,4.0,Cat_6 +462463,Male,Yes,63,No,Artist,0.0,Average,2.0,Cat_6 +462472,Male,No,43,Yes,Artist,1.0,Low,1.0,Cat_6 +462473,Male,No,73,No,Engineer,0.0,Low,,Cat_4 +462485,Female,Yes,39,No,Engineer,0.0,Low,2.0,Cat_6 +462488,Male,No,31,Yes,Healthcare,1.0,Low,5.0,Cat_6 +462491,Male,No,31,Yes,Artist,0.0,Low,5.0,Cat_6 +462492,Male,Yes,43,No,Artist,0.0,Average,4.0,Cat_2 +462496,Male,Yes,52,No,Artist,0.0,Average,3.0,Cat_6 +462498,Female,Yes,63,Yes,Doctor,0.0,Average,3.0,Cat_6 +462503,Male,Yes,51,Yes,Executive,1.0,High,4.0,Cat_6 +462508,Male,Yes,35,Yes,Healthcare,1.0,Low,7.0,Cat_4 +462512,Female,Yes,32,No,Entertainment,,Average,2.0,Cat_4 +462517,Female,Yes,39,Yes,Homemaker,9.0,High,4.0,Cat_6 +462518,Female,No,25,No,Healthcare,1.0,Low,6.0,Cat_5 +462519,Male,No,20,No,Healthcare,0.0,Low,5.0,Cat_4 +462521,Female,No,33,No,Homemaker,9.0,Low,1.0,Cat_6 +462522,Male,Yes,36,No,Executive,0.0,Average,5.0,Cat_4 +462524,Female,Yes,35,Yes,Doctor,,Low,2.0,Cat_6 +462525,Female,Yes,42,Yes,Artist,1.0,Average,2.0,Cat_6 +462526,Female,Yes,52,Yes,Artist,2.0,Average,5.0,Cat_6 +462529,Female,Yes,42,Yes,Engineer,1.0,Low,2.0,Cat_6 +462531,Female,Yes,57,No,Homemaker,,High,2.0,Cat_6 +462533,Female,No,30,Yes,Entertainment,1.0,Low,3.0,Cat_6 +462538,Female,Yes,73,Yes,Lawyer,1.0,High,2.0,Cat_6 +462541,Male,Yes,66,Yes,Engineer,3.0,High,2.0,Cat_6 +462542,Female,Yes,62,Yes,Artist,9.0,Average,5.0,Cat_2 +462543,Female,Yes,36,Yes,Artist,4.0,Low,1.0,Cat_3 +462545,Male,No,33,No,Engineer,0.0,Low,3.0,Cat_4 +462554,Male,No,28,No,Healthcare,0.0,Low,8.0,Cat_4 +462561,Female,Yes,48,Yes,Artist,3.0,Average,2.0,Cat_6 +462563,Female,Yes,53,Yes,Artist,1.0,Average,2.0,Cat_6 +462566,Female,Yes,27,No,Doctor,1.0,Low,,Cat_3 +462577,Female,Yes,71,No,Marketing,0.0,High,2.0,Cat_4 +462578,Male,Yes,35,Yes,Artist,9.0,Average,2.0,Cat_4 +462580,Female,No,41,Yes,Artist,0.0,Low,1.0,Cat_4 +462584,Female,Yes,39,No,Entertainment,0.0,Low,4.0,Cat_4 +462587,Female,Yes,79,No,Lawyer,1.0,High,2.0,Cat_4 +462589,Female,No,29,No,Engineer,9.0,Low,8.0,Cat_4 +462595,Female,No,33,Yes,Artist,7.0,Low,7.0,Cat_4 +462596,Female,No,31,No,Healthcare,0.0,Low,,Cat_4 +462600,Male,Yes,25,No,Engineer,4.0,Average,3.0,Cat_4 +462607,Female,,43,No,Engineer,2.0,Average,3.0,Cat_4 +462609,Female,Yes,52,No,Doctor,4.0,Low,1.0,Cat_4 +462611,Male,Yes,41,No,Executive,0.0,High,7.0,Cat_4 +462612,Female,Yes,27,No,Doctor,,High,6.0,Cat_4 +462613,Female,Yes,39,No,Engineer,1.0,Average,5.0,Cat_4 +462615,Male,No,32,No,Doctor,3.0,Low,7.0,Cat_4 +462617,Male,No,19,No,Healthcare,1.0,Low,5.0,Cat_4 +462619,Male,,58,No,,1.0,High,,Cat_4 +462625,Male,No,30,Yes,Artist,1.0,Low,3.0,Cat_4 +462626,Female,No,31,Yes,Engineer,0.0,Low,6.0,Cat_4 +462632,Female,Yes,43,No,Engineer,,Average,4.0,Cat_4 +462637,Female,Yes,63,No,Marketing,,Average,6.0,Cat_4 +462643,Female,Yes,37,Yes,Engineer,,Average,3.0,Cat_4 +462654,Male,Yes,37,No,Artist,0.0,Average,6.0,Cat_4 +462658,Female,Yes,31,Yes,Homemaker,9.0,Average,2.0, +462668,Female,No,38,Yes,Artist,4.0,Low,1.0,Cat_6 +462669,Female,Yes,41,Yes,Entertainment,,High,6.0,Cat_6 +462678,Female,Yes,45,Yes,Artist,3.0,Average,3.0,Cat_6 +462680,Male,Yes,35,Yes,Doctor,,Average,4.0,Cat_6 +462683,Female,Yes,43,No,Engineer,1.0,Low,5.0,Cat_1 +462685,Female,No,33,No,Healthcare,,Low,3.0,Cat_4 +462687,Male,No,26,No,Homemaker,14.0,Low,3.0,Cat_3 +462692,Female,Yes,39,No,Artist,,Average,2.0,Cat_6 +462696,Male,Yes,49,No,Artist,1.0,High,2.0,Cat_6 +462697,Male,,47,No,,0.0,Average,2.0,Cat_6 +462702,Male,Yes,53,No,Entertainment,1.0,Average,4.0,Cat_4 +462704,Male,Yes,52,Yes,Executive,5.0,High,5.0,Cat_6 +462705,Female,Yes,66,No,Lawyer,0.0,Average,2.0,Cat_6 +462716,Male,No,26,No,Entertainment,6.0,Low,2.0,Cat_4 +462720,Male,Yes,38,Yes,Marketing,,Low,5.0,Cat_6 +462722,Female,No,25,No,Homemaker,,Low,4.0,Cat_6 +462723,Female,Yes,53,No,Artist,8.0,Average,2.0,Cat_6 +462727,Female,Yes,87,No,Lawyer,0.0,High,2.0,Cat_6 +462729,Male,No,28,No,Healthcare,1.0,Low,2.0,Cat_6 +462731,Female,Yes,37,Yes,Artist,7.0,High,3.0,Cat_6 +462732,Female,Yes,42,Yes,Artist,,Low,1.0,Cat_6 +462735,Female,Yes,25,No,Artist,1.0,Average,2.0,Cat_1 +462736,Female,Yes,33,No,Engineer,6.0,Low,3.0,Cat_6 +462738,Female,No,33,Yes,Healthcare,,Low,3.0,Cat_2 +462739,Male,Yes,46,Yes,Artist,1.0,Low,2.0,Cat_6 +462743,Male,No,33,No,Healthcare,2.0,Low,4.0,Cat_3 +462746,Male,No,26,No,Entertainment,1.0,Low,3.0,Cat_6 +462747,Male,No,32,No,Doctor,6.0,Low,4.0,Cat_6 +462752,Female,No,25,No,Healthcare,,Low,1.0,Cat_6 +462755,Female,No,18,No,Healthcare,1.0,Low,,Cat_6 +462756,Female,No,22,No,Engineer,0.0,Low,4.0,Cat_6 +462761,Male,No,19,No,Healthcare,2.0,Low,4.0,Cat_6 +462762,Male,Yes,46,Yes,Artist,0.0,High,4.0,Cat_6 +462767,Male,No,19,No,Healthcare,4.0,Low,4.0,Cat_6 +462768,Male,Yes,45,Yes,Artist,0.0,Average,3.0,Cat_6 +462776,Female,Yes,52,Yes,Engineer,1.0,Average,3.0,Cat_6 +462785,Female,Yes,42,Yes,Engineer,,Average,5.0,Cat_3 +462788,Male,Yes,47,No,Entertainment,1.0,Average,3.0,Cat_3 +462792,Male,Yes,45,No,Homemaker,,Average,4.0,Cat_6 +462799,Male,No,32,No,Healthcare,,Low,,Cat_5 +462804,Male,Yes,41,No,Executive,5.0,High,3.0,Cat_4 +462807,Female,No,28,Yes,Homemaker,,Low,1.0,Cat_6 +462810,Male,Yes,37,No,Executive,9.0,High,4.0,Cat_6 +462814,Female,Yes,20,No,Engineer,8.0,Average,2.0,Cat_5 +462817,Female,Yes,73,Yes,Lawyer,3.0,Low,1.0,Cat_6 +462819,Male,Yes,51,Yes,Artist,0.0,Average,3.0,Cat_6 +462823,Male,Yes,18,Yes,Engineer,,Average,4.0,Cat_6 +462824,Male,Yes,42,No,Engineer,1.0,Average,3.0,Cat_4 +462826,Male,No,20,No,Healthcare,1.0,Low,3.0,Cat_3 +462827,Female,No,23,No,Doctor,0.0,Low,3.0,Cat_3 +462834,Male,Yes,31,Yes,Homemaker,2.0,Low,2.0,Cat_1 +462838,Female,Yes,33,Yes,Homemaker,1.0,Low,3.0,Cat_5 +462841,Male,No,21,No,Healthcare,9.0,Low,6.0,Cat_6 +462845,Male,Yes,51,Yes,Doctor,5.0,Average,7.0,Cat_6 +462849,Male,Yes,47,Yes,Artist,0.0,Average,4.0,Cat_6 +462850,Male,No,20,No,Healthcare,0.0,Low,4.0,Cat_6 +462853,Male,No,21,No,Healthcare,0.0,Low,2.0,Cat_6 +462854,Male,No,22,No,Healthcare,1.0,Low,3.0,Cat_6 +462858,Female,No,32,Yes,Engineer,9.0,Low,4.0,Cat_6 +462861,Female,No,30,Yes,Healthcare,8.0,Low,1.0,Cat_6 +462866,Male,Yes,61,Yes,Doctor,1.0,Low,1.0,Cat_6 +462868,Male,Yes,43,No,Entertainment,0.0,Average,4.0,Cat_4 +462869,Male,No,25,Yes,Doctor,8.0,Low,1.0,Cat_6 +462871,Male,Yes,46,No,Entertainment,0.0,Average,3.0,Cat_6 +462872,Female,Yes,53,No,Engineer,12.0,Low,2.0,Cat_3 +462874,Male,Yes,55,Yes,Doctor,0.0,High,2.0,Cat_6 +462887,Female,Yes,42,No,Engineer,0.0,Low,3.0,Cat_6 +462890,Female,No,26,Yes,Marketing,11.0,Low,1.0,Cat_6 +462891,Male,No,29,No,Healthcare,0.0,Low,3.0,Cat_6 +462894,Male,Yes,39,Yes,Artist,4.0,Average,4.0,Cat_3 +462900,Male,Yes,38,Yes,Artist,1.0,Average,3.0,Cat_6 +462903,Male,Yes,69,Yes,Entertainment,,Average,2.0,Cat_6 +462905,Female,No,25,No,Artist,6.0,Low,3.0,Cat_6 +462914,Female,No,26,Yes,Artist,4.0,Low,4.0,Cat_6 +462920,Male,Yes,51,No,Executive,0.0,High,5.0,Cat_6 +462923,Male,Yes,30,No,Homemaker,8.0,Average,2.0,Cat_6 +462925,Female,Yes,28,No,Homemaker,,Average,2.0,Cat_3 +462927,Female,No,33,No,Homemaker,8.0,Low,2.0,Cat_6 +462936,Female,No,41,Yes,Engineer,,Low,1.0,Cat_6 +462941,Male,No,71,No,Lawyer,,Low,2.0,Cat_6 +462944,Male,Yes,42,Yes,Executive,5.0,High,3.0,Cat_6 +462951,Male,Yes,71,Yes,Lawyer,2.0,Low,1.0,Cat_6 +462956,Male,Yes,35,No,Artist,6.0,Average,5.0,Cat_6 +462958,Male,No,28,No,Marketing,0.0,Low,5.0,Cat_6 +462963,Male,Yes,31,Yes,Artist,1.0,Average,2.0,Cat_3 +462966,Male,Yes,43,Yes,Artist,2.0,Average,3.0,Cat_6 +462968,Female,Yes,77,No,Lawyer,0.0,High,2.0,Cat_6 +462971,Female,Yes,71,Yes,Engineer,0.0,Low,1.0,Cat_6 +462976,Female,Yes,47,Yes,Engineer,0.0,Average,2.0,Cat_6 +462981,Female,No,26,No,Homemaker,9.0,Low,1.0,Cat_6 +462982,Male,Yes,40,No,Doctor,4.0,Average,4.0,Cat_6 +462983,Female,Yes,72,Yes,Lawyer,0.0,High,2.0,Cat_6 +462984,Female,Yes,73,Yes,Artist,1.0,High,2.0,Cat_6 +462986,Male,No,26,Yes,Healthcare,1.0,Low,6.0,Cat_3 +462992,Female,Yes,57,Yes,Engineer,,High,3.0,Cat_3 +462993,Male,Yes,30,No,Artist,,Average,3.0,Cat_6 +462994,Female,Yes,36,No,Artist,,Average,3.0,Cat_6 +462998,Male,Yes,52,No,Entertainment,10.0,Average,4.0,Cat_6 +463003,Male,Yes,42,Yes,Artist,3.0,Average,2.0,Cat_6 +463012,Male,Yes,52,No,Engineer,,Low,1.0,Cat_6 +463020,Male,Yes,28,Yes,Artist,0.0,Average,3.0,Cat_1 +463023,Female,Yes,43,No,Homemaker,7.0,Low,1.0,Cat_6 +463024,Male,No,43,Yes,Artist,,Low,1.0,Cat_6 +463028,Male,No,25,No,Doctor,0.0,Low,4.0,Cat_6 +463030,Male,Yes,52,Yes,Executive,1.0,High,3.0,Cat_6 +463034,Female,No,28,Yes,Homemaker,9.0,Low,1.0,Cat_6 +463037,Male,Yes,56,Yes,Entertainment,0.0,Average,4.0,Cat_6 +463039,Male,Yes,38,No,Executive,12.0,High,7.0,Cat_6 +463040,Male,Yes,83,No,Lawyer,1.0,High,2.0,Cat_6 +463044,Male,Yes,82,Yes,Lawyer,,High,2.0,Cat_6 +463047,Male,Yes,32,Yes,Homemaker,8.0,Low,,Cat_6 +463051,Female,No,35,Yes,Homemaker,12.0,Low,1.0,Cat_6 +463052,Male,Yes,40,Yes,Marketing,0.0,Low,2.0,Cat_6 +463058,Female,No,25,Yes,Homemaker,13.0,Low,1.0, +463062,Female,Yes,39,Yes,Artist,,Average,3.0,Cat_6 +463069,Male,No,25,Yes,Artist,7.0,Low,1.0,Cat_6 +463075,Male,Yes,52,Yes,Artist,0.0,Low,4.0,Cat_6 +463080,Male,No,33,No,Artist,0.0,Low,4.0,Cat_5 +463083,Male,No,28,Yes,Artist,6.0,Low,3.0,Cat_6 +463085,Female,No,43,Yes,Artist,0.0,Low,1.0,Cat_6 +463086,Male,No,30,Yes,Artist,8.0,Low,,Cat_5 +463088,Female,Yes,84,Yes,Lawyer,1.0,High,2.0,Cat_6 +463089,Male,Yes,48,Yes,Executive,6.0,High,4.0,Cat_6 +463090,Female,Yes,55,No,Engineer,3.0,Average,2.0,Cat_6 +463091,Female,Yes,37,Yes,Homemaker,8.0,Low,1.0,Cat_6 +463094,Male,Yes,38,Yes,Engineer,11.0,Average,3.0,Cat_6 +463096,Female,No,28,Yes,Doctor,,Low,3.0,Cat_6 +463099,Male,Yes,86,Yes,Lawyer,,Low,1.0,Cat_6 +463100,Female,No,35,No,Homemaker,9.0,Low,1.0,Cat_6 +463102,Male,No,35,No,Entertainment,0.0,Low,2.0,Cat_6 +463104,Female,Yes,46,No,Lawyer,0.0,Low,1.0,Cat_6 +463106,Female,Yes,79,Yes,Lawyer,0.0,Low,1.0,Cat_6 +463108,Male,Yes,63,Yes,Lawyer,5.0,High,2.0,Cat_6 +463118,Female,Yes,50,Yes,Doctor,,High,3.0,Cat_6 +463120,Female,No,35,Yes,Entertainment,0.0,Low,1.0,Cat_6 +463129,Male,Yes,65,No,Doctor,,Low,1.0,Cat_6 +463133,Male,Yes,50,No,Artist,0.0,Average,4.0,Cat_6 +463138,Female,No,27,No,Homemaker,,Low,,Cat_3 +463144,Male,Yes,45,Yes,Executive,0.0,High,3.0,Cat_6 +463145,Female,No,36,Yes,Homemaker,0.0,Low,4.0,Cat_6 +463146,Male,Yes,43,No,Entertainment,11.0,Average,2.0,Cat_6 +463148,Male,Yes,62,Yes,Marketing,1.0,High,5.0,Cat_6 +463149,Male,Yes,57,Yes,Artist,2.0,Average,2.0,Cat_6 +463150,Male,No,51,No,Marketing,9.0,Low,1.0,Cat_6 +463151,Male,Yes,59,Yes,Artist,0.0,Low,1.0,Cat_3 +463154,Female,Yes,27,No,Artist,0.0,Low,4.0,Cat_6 +463156,Female,Yes,83,No,Lawyer,,High,2.0,Cat_6 +463157,Male,Yes,50,Yes,Entertainment,6.0,Low,3.0,Cat_6 +463158,Male,Yes,75,Yes,Executive,1.0,High,3.0,Cat_6 +463163,Male,No,28,No,Executive,2.0,Low,2.0,Cat_3 +463164,Male,Yes,39,Yes,Artist,9.0,Average,2.0,Cat_6 +463165,Female,Yes,69,Yes,Doctor,0.0,Average,2.0,Cat_6 +463166,Female,No,41,Yes,Artist,1.0,Low,1.0,Cat_4 +463170,Female,,28,Yes,Healthcare,0.0,Low,5.0,Cat_3 +463171,Female,Yes,39,No,Entertainment,1.0,High,3.0,Cat_3 +463173,Male,No,47,Yes,Artist,0.0,Low,1.0,Cat_3 +463174,Female,Yes,62,Yes,Engineer,1.0,Low,1.0,Cat_3 +463175,Female,,41,No,Engineer,0.0,Low,4.0,Cat_3 +463181,Male,Yes,49,Yes,Doctor,5.0,Average,3.0,Cat_5 +463187,Female,Yes,52,Yes,Artist,8.0,Low,2.0,Cat_6 +463192,Female,Yes,48,No,Entertainment,2.0,Average,,Cat_4 +463195,Female,No,26,Yes,Healthcare,7.0,Low,2.0,Cat_3 +463196,Female,Yes,72,Yes,Engineer,1.0,Low,1.0,Cat_6 +463199,Female,Yes,47,Yes,Artist,0.0,Low,3.0,Cat_4 +463201,Female,No,19,No,Healthcare,1.0,Low,2.0,Cat_4 +463203,Female,No,21,No,Healthcare,1.0,Low,3.0,Cat_7 +463204,Male,No,39,No,Entertainment,1.0,Low,1.0,Cat_6 +463209,Female,No,52,Yes,Artist,0.0,Low,1.0,Cat_6 +463218,Male,Yes,37,No,Entertainment,8.0,Average,3.0,Cat_6 +463219,Male,Yes,51,No,Entertainment,0.0,Low,2.0,Cat_6 +463220,Male,Yes,48,No,Engineer,1.0,Average,3.0,Cat_6 +463221,Male,No,22,No,Healthcare,,Low,3.0,Cat_6 +463224,Male,Yes,47,Yes,Executive,1.0,High,4.0,Cat_6 +463240,Female,Yes,45,No,Engineer,0.0,Average,3.0,Cat_6 +463242,Female,No,29,No,Engineer,5.0,Low,2.0,Cat_6 +463244,Female,Yes,47,No,Doctor,1.0,Low,1.0,Cat_6 +463245,Male,Yes,41,Yes,Entertainment,8.0,Average,2.0,Cat_6 +463248,Female,Yes,32,No,Homemaker,9.0,Average,4.0,Cat_2 +463251,Male,Yes,31,No,Marketing,2.0,Low,3.0,Cat_6 +463256,Male,No,20,No,Marketing,1.0,Low,3.0,Cat_6 +463258,Female,Yes,46,Yes,Artist,0.0,Average,3.0,Cat_6 +463260,Male,Yes,70,Yes,Lawyer,3.0,Low,1.0,Cat_6 +463265,Male,Yes,65,Yes,Artist,1.0,Average,3.0,Cat_6 +463266,Female,Yes,68,,Artist,1.0,Average,2.0,Cat_6 +463267,Male,Yes,29,No,Homemaker,9.0,Low,1.0,Cat_4 +463269,Male,Yes,41,Yes,Entertainment,3.0,Average,2.0,Cat_3 +463270,Male,Yes,50,No,Executive,0.0,Low,5.0, +463273,Male,Yes,38,Yes,Entertainment,9.0,Average,2.0,Cat_3 +463276,Male,Yes,37,No,Executive,,Average,2.0,Cat_3 +463277,Female,Yes,30,No,Engineer,6.0,Low,2.0,Cat_3 +463278,Female,Yes,63,Yes,Engineer,1.0,Low,1.0,Cat_3 +463280,Male,Yes,42,Yes,Artist,6.0,Average,2.0,Cat_3 +463292,Male,Yes,41,No,Executive,0.0,High,3.0,Cat_6 +463302,Female,Yes,60,Yes,Engineer,,High,4.0,Cat_6 +463308,Male,Yes,46,Yes,Engineer,1.0,Low,2.0,Cat_3 +463316,Female,Yes,83,No,Lawyer,0.0,High,2.0,Cat_6 +463323,Male,Yes,27,Yes,Healthcare,3.0,Low,2.0,Cat_6 +463324,Female,No,22,No,Healthcare,1.0,Low,4.0,Cat_2 +463330,Male,No,20,No,Healthcare,0.0,Low,4.0,Cat_6 +463332,Female,Yes,40,Yes,Engineer,0.0,Low,2.0,Cat_6 +463334,Female,No,28,Yes,Doctor,0.0,Low,6.0,Cat_4 +463335,Male,No,28,Yes,Doctor,,Low,1.0,Cat_4 +463338,Male,Yes,28,No,Entertainment,0.0,Low,2.0,Cat_3 +463340,Female,No,20,No,Healthcare,0.0,Low,4.0,Cat_3 +463341,Female,Yes,53,No,Engineer,0.0,Average,6.0,Cat_3 +463348,Female,Yes,35,Yes,Doctor,0.0,Low,2.0,Cat_6 +463351,Female,No,21,,Healthcare,3.0,Low,4.0,Cat_5 +463356,Male,No,30,Yes,Healthcare,6.0,Low,4.0,Cat_2 +463360,Female,Yes,46,Yes,Artist,2.0,Low,1.0,Cat_6 +463367,Female,No,36,Yes,Engineer,3.0,Low,4.0,Cat_2 +463368,Female,Yes,38,Yes,Artist,4.0,High,3.0,Cat_2 +463372,Female,Yes,26,No,Marketing,1.0,Average,2.0, +463375,Female,Yes,45,Yes,Doctor,1.0,Low,1.0,Cat_4 +463376,Female,Yes,46,Yes,Executive,5.0,High,2.0,Cat_6 +463378,Male,No,25,Yes,Doctor,0.0,Low,1.0,Cat_3 +463379,Male,No,27,No,Marketing,0.0,Low,7.0,Cat_6 +463386,Female,Yes,42,Yes,Doctor,6.0,Low,1.0,Cat_3 +463387,Male,,20,No,Marketing,3.0,Low,2.0,Cat_3 +463391,Male,Yes,55,Yes,Doctor,6.0,Low,1.0,Cat_3 +463395,Male,No,25,No,Marketing,,Low,1.0,Cat_6 +463404,Male,Yes,27,No,Doctor,,High,2.0,Cat_3 +463406,Male,No,31,No,Marketing,0.0,Low,4.0,Cat_3 +463409,Female,Yes,38,No,Entertainment,6.0,Average,5.0,Cat_2 +463411,Male,Yes,43,Yes,Entertainment,,Average,2.0,Cat_6 +463420,Female,Yes,59,Yes,Artist,2.0,High,3.0,Cat_6 +463423,Male,Yes,61,No,Executive,1.0,Average,3.0,Cat_6 +463427,Female,Yes,27,Yes,Engineer,1.0,Low,2.0,Cat_6 +463428,Male,Yes,26,No,Executive,1.0,High,5.0,Cat_6 +463431,Male,Yes,39,Yes,Artist,,Average,4.0,Cat_4 +463437,Male,Yes,51,Yes,Artist,0.0,Average,3.0,Cat_6 +463438,Male,Yes,47,No,Entertainment,0.0,Average,3.0,Cat_6 +463443,Male,Yes,52,Yes,Artist,1.0,Average,4.0,Cat_6 +463444,Male,Yes,59,Yes,Lawyer,,High,2.0,Cat_6 +463447,Male,Yes,57,No,Engineer,1.0,Average,2.0,Cat_6 +463452,Female,Yes,86,Yes,Lawyer,1.0,High,2.0,Cat_6 +463460,Male,Yes,49,Yes,Artist,,Average,2.0,Cat_6 +463461,Male,No,30,No,Doctor,,Low,4.0,Cat_4 +463462,Female,Yes,43,No,Engineer,0.0,Average,4.0,Cat_6 +463470,Male,No,19,No,Healthcare,,Low,5.0,Cat_2 +463472,Male,No,20,No,Healthcare,,Low,4.0,Cat_6 +463473,Male,No,19,No,Healthcare,,Low,3.0,Cat_6 +463475,Female,Yes,43,Yes,Doctor,0.0,Low,1.0,Cat_6 +463477,Male,No,31,No,Healthcare,0.0,Low,4.0,Cat_4 +463483,Male,Yes,30,No,Executive,1.0,High,2.0,Cat_6 +463491,Male,Yes,27,Yes,Doctor,8.0,Average,3.0,Cat_6 +463493,Male,Yes,36,Yes,Executive,,High,4.0,Cat_6 +463499,Male,Yes,47,Yes,Executive,0.0,Low,2.0,Cat_6 +463500,Male,Yes,35,Yes,Executive,1.0,High,4.0,Cat_6 +463503,Male,Yes,25,Yes,Entertainment,0.0,Low,2.0,Cat_7 +463508,Female,Yes,25,No,Artist,0.0,Low,3.0,Cat_6 +463509,Male,No,38,No,Artist,1.0,Low,1.0,Cat_3 +463512,Female,No,32,No,Engineer,0.0,Low,3.0,Cat_6 +463516,Male,Yes,48,No,Executive,1.0,High,6.0,Cat_6 +463527,Female,No,38,No,Artist,10.0,Low,1.0,Cat_6 +463528,Male,Yes,70,No,Executive,,High,2.0,Cat_6 +463529,Male,No,42,Yes,Marketing,,Low,1.0,Cat_6 +463533,Female,Yes,85,Yes,Artist,1.0,High,2.0,Cat_2 +463537,Female,No,25,Yes,Healthcare,1.0,Low,3.0,Cat_6 +463545,Female,No,31,Yes,Doctor,1.0,Low,2.0,Cat_4 +463548,Female,No,20,No,Healthcare,3.0,Low,4.0,Cat_4 +463550,Female,Yes,37,Yes,Artist,0.0,Average,2.0,Cat_4 +463553,Male,No,33,Yes,Artist,8.0,Low,2.0,Cat_6 +463554,Female,No,52,No,Artist,5.0,Low,1.0,Cat_6 +463557,Male,No,26,Yes,Doctor,0.0,Low,3.0,Cat_6 +463560,Female,No,21,No,Healthcare,9.0,Low,5.0,Cat_4 +463561,Female,No,42,Yes,Engineer,0.0,Low,1.0,Cat_6 +463566,Female,Yes,35,Yes,Homemaker,,Average,4.0,Cat_2 +463572,Male,Yes,39,Yes,Artist,0.0,Average,4.0,Cat_6 +463577,Female,Yes,41,Yes,Doctor,1.0,Average,2.0,Cat_6 +463586,Female,No,18,No,Healthcare,1.0,Low,5.0,Cat_6 +463588,Male,No,22,No,Healthcare,0.0,Low,1.0,Cat_6 +463598,Female,Yes,25,No,Engineer,2.0,Low,2.0,Cat_6 +463601,Female,No,20,No,Healthcare,4.0,Low,5.0, +463603,Female,No,18,No,Entertainment,0.0,Low,4.0,Cat_2 +463605,Female,No,20,No,Healthcare,1.0,Low,5.0,Cat_5 +463606,Male,No,21,No,Marketing,0.0,Low,4.0,Cat_2 +463614,Female,No,25,No,Healthcare,1.0,Low,4.0,Cat_3 +463615,Female,Yes,60,Yes,Artist,,Average,2.0,Cat_6 +463616,Female,Yes,46,No,Engineer,0.0,Average,5.0,Cat_3 +463619,Male,Yes,68,No,Executive,1.0,High,2.0,Cat_6 +463620,Male,No,21,No,Healthcare,1.0,Low,4.0,Cat_2 +463623,Male,No,27,Yes,Doctor,0.0,Low,3.0,Cat_6 +463624,Male,Yes,59,Yes,Executive,1.0,High,4.0,Cat_6 +463628,Female,No,26,Yes,Artist,8.0,Low,1.0,Cat_6 +463632,Male,Yes,26,Yes,Artist,0.0,Average,2.0,Cat_6 +463638,Female,Yes,32,No,Doctor,1.0,Average,2.0,Cat_7 +463639,Male,No,33,No,Healthcare,0.0,Low,6.0,Cat_6 +463640,Male,No,28,Yes,Healthcare,0.0,Low,3.0,Cat_6 +463644,Female,No,30,Yes,Healthcare,0.0,Low,3.0,Cat_7 +463652,Female,No,32,Yes,Artist,,Low,1.0,Cat_6 +463654,Female,No,41,No,Engineer,3.0,Low,3.0,Cat_3 +463655,Male,Yes,42,Yes,Artist,13.0,Low,2.0,Cat_6 +463661,Female,Yes,45,Yes,Doctor,1.0,Average,4.0,Cat_6 +463663,Female,No,39,Yes,,1.0,Low,2.0,Cat_6 +463664,Female,No,29,No,Engineer,0.0,Low,1.0,Cat_6 +463665,Male,Yes,46,Yes,Entertainment,1.0,Average,3.0,Cat_6 +463669,Female,Yes,26,Yes,Marketing,5.0,High,4.0,Cat_2 +463670,Female,No,26,Yes,Healthcare,,Low,4.0,Cat_6 +463689,Female,Yes,41,Yes,Doctor,1.0,Low,,Cat_6 +463699,Female,Yes,38,Yes,Marketing,9.0,Low,3.0,Cat_6 +463703,Male,Yes,69,No,Executive,1.0,High,4.0,Cat_6 +463704,Male,No,46,Yes,Artist,0.0,Low,2.0,Cat_6 +463707,Female,No,40,No,Artist,0.0,Low,1.0,Cat_5 +463713,Male,No,25,No,Engineer,9.0,Low,3.0,Cat_4 +463714,Male,Yes,59,No,,1.0,Average,2.0,Cat_4 +463716,Male,No,26,No,Doctor,1.0,Low,4.0,Cat_6 +463718,Female,No,33,Yes,Artist,0.0,Low,4.0,Cat_6 +463722,Male,Yes,56,Yes,Executive,8.0,High,2.0,Cat_6 +463724,Male,No,30,No,Healthcare,0.0,Low,5.0,Cat_4 +463726,Female,No,26,No,Healthcare,0.0,Low,3.0,Cat_6 +463727,Female,No,28,No,Doctor,0.0,Low,5.0,Cat_3 +463728,Female,Yes,28,No,Doctor,0.0,Average,6.0,Cat_6 +463732,Male,No,20,No,Healthcare,1.0,Low,4.0,Cat_6 +463734,Male,Yes,41,No,Executive,1.0,Average,3.0,Cat_6 +463741,Male,Yes,37,Yes,Artist,0.0,High,3.0,Cat_6 +463745,Male,Yes,59,Yes,Artist,1.0,Average,3.0,Cat_3 +463747,Female,Yes,43,Yes,Artist,0.0,Average,2.0,Cat_6 +463748,Male,No,20,No,Healthcare,1.0,Low,3.0,Cat_6 +463753,Female,No,30,Yes,Healthcare,1.0,Low,5.0,Cat_2 +463756,Male,Yes,66,No,Executive,0.0,Average,2.0,Cat_6 +463761,Male,Yes,28,Yes,Artist,1.0,Average,3.0,Cat_6 +463764,Male,Yes,49,Yes,Entertainment,0.0,Average,3.0,Cat_6 +463766,Female,Yes,61,Yes,Artist,0.0,Average,3.0, +463767,Male,Yes,27,Yes,Artist,9.0,Average,2.0,Cat_6 +463768,Female,Yes,35,No,Engineer,1.0,Low,1.0,Cat_4 +463774,Male,Yes,33,Yes,Healthcare,0.0,Average,2.0,Cat_6 +463776,Female,Yes,36,Yes,Artist,2.0,Average,2.0,Cat_6 +463782,Female,No,27,Yes,Artist,9.0,Low,1.0,Cat_6 +463783,Female,No,29,No,Healthcare,,Low,, +463784,Female,No,31,No,Engineer,1.0,Low,5.0,Cat_4 +463785,Female,No,30,No,Healthcare,0.0,Low,4.0,Cat_4 +463786,Female,Yes,43,Yes,Artist,,Average,2.0,Cat_6 +463790,Male,Yes,47,No,Executive,1.0,Low,4.0,Cat_4 +463792,Female,No,42,No,Engineer,,Low,1.0,Cat_6 +463794,Female,No,33,Yes,Healthcare,,Low,5.0,Cat_2 +463799,Female,No,36,Yes,Artist,1.0,Low,4.0,Cat_2 +463800,Female,No,30,Yes,Engineer,1.0,Low,3.0,Cat_6 +463804,Male,Yes,60,Yes,Artist,9.0,Low,1.0,Cat_6 +463807,Female,No,32,Yes,Healthcare,0.0,Low,3.0,Cat_4 +463811,Female,Yes,32,Yes,Artist,0.0,Average,2.0,Cat_4 +463814,Female,No,28,No,Healthcare,7.0,Low,3.0,Cat_5 +463816,Male,Yes,46,Yes,Healthcare,2.0,High,4.0,Cat_7 +463818,Female,Yes,38,Yes,Artist,4.0,Low,1.0,Cat_6 +463819,Male,Yes,28,,Artist,8.0,Low,,Cat_6 +463821,Male,Yes,30,Yes,Entertainment,7.0,Low,2.0,Cat_6 +463825,Female,Yes,52,Yes,Artist,0.0,Average,3.0, +463827,Female,Yes,46,Yes,Engineer,1.0,Average,4.0,Cat_6 +463828,Male,Yes,37,No,Engineer,0.0,Average,2.0,Cat_1 +463830,Female,No,25,Yes,Engineer,2.0,Low,3.0,Cat_6 +463834,Female,Yes,43,Yes,Engineer,1.0,Average,4.0,Cat_6 +463835,Male,No,32,No,Marketing,0.0,Low,4.0,Cat_6 +463842,Female,Yes,50,Yes,Engineer,1.0,High,4.0,Cat_6 +463847,Male,Yes,43,No,Artist,3.0,Average,3.0,Cat_6 +463856,Male,Yes,37,Yes,Artist,0.0,Average,2.0,Cat_4 +463857,Male,Yes,61,No,Healthcare,0.0,High,4.0,Cat_7 +463859,Male,Yes,39,Yes,Artist,5.0,Average,2.0,Cat_6 +463865,Male,Yes,46,Yes,Artist,1.0,Average,5.0,Cat_6 +463877,Male,Yes,37,No,Entertainment,0.0,Average,4.0,Cat_4 +463880,Female,Yes,36,No,Engineer,0.0,Low,3.0,Cat_2 +463884,Female,No,28,No,Artist,0.0,Low,1.0,Cat_6 +463891,Male,Yes,86,Yes,Lawyer,0.0,Low,1.0,Cat_6 +463892,Male,No,42,Yes,Artist,8.0,Low,1.0,Cat_6 +463904,Male,Yes,82,Yes,Executive,1.0,Low,1.0,Cat_6 +463917,Female,No,18,No,Healthcare,1.0,Low,8.0,Cat_4 +463923,Female,No,18,No,Engineer,0.0,Low,4.0,Cat_6 +463924,Female,No,36,Yes,Artist,1.0,Low,1.0,Cat_5 +463926,Female,No,26,No,Engineer,1.0,Low,6.0,Cat_6 +463931,Male,Yes,49,Yes,Entertainment,1.0,Average,2.0,Cat_6 +463932,Female,Yes,69,Yes,Artist,1.0,Average,3.0,Cat_6 +463941,Female,No,29,No,Artist,1.0,Low,6.0,Cat_4 +463943,Male,No,68,Yes,Entertainment,1.0,Low,2.0,Cat_6 +463946,Male,No,33,No,Healthcare,4.0,Low,3.0,Cat_4 +463948,Male,Yes,38,No,Executive,3.0,High,5.0,Cat_6 +463951,Male,Yes,52,No,Entertainment,1.0,Average,3.0,Cat_6 +463955,Male,Yes,28,Yes,Artist,1.0,Low,2.0,Cat_6 +463958,Female,No,27,No,Healthcare,1.0,Low,5.0,Cat_2 +463961,Female,No,28,No,Engineer,0.0,Low,4.0,Cat_4 +463963,Female,Yes,25,No,Engineer,7.0,High,3.0,Cat_6 +463966,Female,No,30,Yes,Artist,8.0,Low,1.0,Cat_6 +463978,Male,Yes,40,Yes,Artist,1.0,Average,3.0,Cat_2 +463980,Female,No,25,Yes,Artist,0.0,Low,9.0,Cat_6 +463981,Female,No,30,Yes,Artist,5.0,Low,1.0, +463983,Female,Yes,43,No,Engineer,0.0,Average,2.0,Cat_4 +463986,Female,No,26,Yes,Artist,1.0,Low,4.0,Cat_6 +463997,Female,Yes,37,No,Entertainment,0.0,Average,3.0,Cat_6 +464000,Female,No,28,No,Healthcare,1.0,Low,5.0,Cat_7 +464004,Female,Yes,31,No,Marketing,1.0,Low,5.0,Cat_4 +464007,Male,Yes,46,Yes,Artist,1.0,Low,3.0,Cat_6 +464009,Female,Yes,47,Yes,Artist,5.0,Average,4.0,Cat_6 +464010,Male,No,28,No,Healthcare,1.0,Low,4.0,Cat_6 +464013,Male,No,30,No,Healthcare,0.0,Low,1.0,Cat_6 +464016,Female,,29,Yes,Entertainment,1.0,High,1.0,Cat_1 +464019,Male,No,23,No,Artist,2.0,Low,5.0,Cat_6 +464021,Female,No,22,No,Healthcare,1.0,Low,5.0,Cat_6 +464023,Male,No,20,No,Healthcare,1.0,Low,5.0,Cat_7 +464030,Male,No,22,No,Entertainment,1.0,Low,4.0,Cat_6 +464031,Female,No,19,No,Healthcare,0.0,Low,4.0,Cat_6 +464032,Male,No,21,No,Healthcare,1.0,Low,3.0,Cat_6 +464033,Female,No,19,No,Healthcare,0.0,Low,4.0,Cat_6 +464039,Male,No,39,Yes,Artist,1.0,Low,2.0,Cat_6 +464042,Female,Yes,38,Yes,Artist,8.0,Low,2.0,Cat_6 +464046,Male,No,33,Yes,Healthcare,3.0,Low,1.0,Cat_6 +464048,Female,No,38,Yes,Homemaker,4.0,Low,1.0,Cat_6 +464049,Female,No,29,Yes,Healthcare,0.0,Low,3.0,Cat_6 +464053,Female,Yes,35,No,Entertainment,4.0,Low,1.0,Cat_6 +464054,Male,Yes,32,Yes,Artist,9.0,Average,2.0,Cat_6 +464059,Male,Yes,59,Yes,Artist,0.0,Low,1.0,Cat_6 +464063,Female,No,32,Yes,Doctor,0.0,Low,1.0,Cat_6 +464066,Female,No,29,Yes,Healthcare,8.0,Low,3.0,Cat_4 +464067,Female,No,31,Yes,Entertainment,0.0,Low,4.0,Cat_2 +464068,Male,Yes,59,No,Executive,0.0,High,4.0,Cat_6 +464071,Male,Yes,87,Yes,Lawyer,0.0,High,2.0,Cat_6 +464072,Male,Yes,53,Yes,Executive,0.0,Low,2.0,Cat_6 +464076,Male,Yes,83,No,Lawyer,0.0,High,2.0,Cat_6 +464084,Male,No,33,No,Healthcare,1.0,Low,5.0,Cat_4 +464087,Female,No,26,No,Engineer,,Low,4.0,Cat_6 +464089,Female,Yes,39,Yes,Artist,7.0,High,5.0, +464096,Female,No,27,No,Healthcare,1.0,Low,5.0,Cat_4 +464099,Female,Yes,42,Yes,Artist,5.0,Average,2.0,Cat_4 +464103,Male,Yes,46,Yes,Artist,4.0,Average,2.0,Cat_6 +464110,Male,Yes,63,Yes,Doctor,0.0,High,2.0,Cat_6 +464112,Male,No,32,Yes,Doctor,1.0,Low,2.0,Cat_6 +464115,Female,No,38,Yes,Engineer,0.0,Low,3.0,Cat_6 +464118,Male,No,38,Yes,Entertainment,1.0,Low,2.0,Cat_6 +464121,Female,Yes,63,Yes,Engineer,1.0,Low,1.0,Cat_6 +464123,Female,No,45,Yes,Artist,1.0,Low,1.0,Cat_6 +464127,Female,No,33,Yes,Healthcare,1.0,Low,5.0,Cat_2 +464132,Male,No,27,No,Entertainment,0.0,Low,2.0,Cat_6 +464137,Female,Yes,87,No,Artist,7.0,High,2.0,Cat_7 +464139,Female,No,25,No,Healthcare,14.0,Low,1.0,Cat_6 +464144,Male,Yes,61,Yes,Artist,0.0,Average,4.0,Cat_6 +464152,Male,Yes,41,Yes,Artist,1.0,High,4.0,Cat_6 +464162,Male,Yes,86,Yes,Lawyer,,High,2.0,Cat_6 +464167,Male,Yes,51,Yes,Executive,4.0,High,3.0,Cat_6 +464169,Male,,83,No,Lawyer,0.0,High,2.0,Cat_6 +464172,Male,Yes,60,Yes,Artist,3.0,High,3.0,Cat_6 +464173,Male,Yes,65,Yes,Artist,6.0,Average,3.0,Cat_6 +464175,Female,No,32,No,Healthcare,1.0,Low,,Cat_6 +464176,Female,Yes,41,Yes,Artist,1.0,Low,1.0,Cat_6 +464179,Female,Yes,56,Yes,Artist,0.0,Average,3.0,Cat_6 +464180,Female,Yes,74,No,Lawyer,1.0,High,2.0,Cat_6 +464182,Male,Yes,39,Yes,Artist,4.0,Average,2.0,Cat_2 +464183,Female,No,42,No,Artist,2.0,Low,2.0,Cat_6 +464185,Male,Yes,68,Yes,Artist,5.0,High,2.0,Cat_6 +464195,Male,No,30,Yes,Artist,1.0,Low,1.0,Cat_6 +464200,Female,No,32,No,Healthcare,1.0,Low,3.0,Cat_6 +464202,Male,Yes,43,Yes,Artist,13.0,Low,1.0,Cat_6 +464204,Female,Yes,40,Yes,Artist,3.0,High,2.0,Cat_5 +464205,Female,Yes,87,No,Entertainment,0.0,High,2.0,Cat_6 +464206,Male,Yes,43,No,Entertainment,1.0,Low,2.0,Cat_6 +464211,Male,Yes,48,Yes,Doctor,1.0,Average,3.0,Cat_2 +464212,Female,Yes,58,Yes,Marketing,0.0,Average,2.0,Cat_6 +464216,Male,Yes,52,Yes,Artist,,High,3.0,Cat_6 +464217,Female,No,30,No,Healthcare,14.0,Low,3.0,Cat_6 +464223,Female,Yes,53,Yes,Artist,2.0,Low,2.0,Cat_6 +464226,Female,Yes,56,Yes,Artist,3.0,Average,3.0,Cat_6 +464231,Male,Yes,48,Yes,Artist,1.0,Average,4.0,Cat_6 +464232,Male,Yes,28,No,Doctor,1.0,Low,5.0,Cat_6 +464246,Female,Yes,61,Yes,Artist,0.0,Average,2.0,Cat_6 +464254,Male,Yes,62,Yes,Entertainment,1.0,Average,3.0,Cat_6 +464255,Female,Yes,49,Yes,Artist,1.0,Average,5.0,Cat_4 +464257,Male,Yes,40,,Entertainment,0.0,High,2.0,Cat_6 +464265,Male,Yes,62,Yes,Entertainment,1.0,Low,2.0,Cat_6 +464269,Male,No,35,Yes,Entertainment,1.0,Low,,Cat_1 +464270,Female,No,48,Yes,Artist,4.0,Low,1.0,Cat_6 +464271,Female,Yes,36,Yes,Artist,1.0,Average,3.0,Cat_2 +464274,Female,Yes,56,Yes,Artist,1.0,Average,5.0,Cat_6 +464276,Female,Yes,66,No,Marketing,0.0,High,2.0,Cat_1 +464283,Male,No,40,Yes,Artist,6.0,Low,2.0,Cat_6 +464286,Female,Yes,57,Yes,Artist,0.0,Average,2.0,Cat_6 +464287,Male,Yes,42,Yes,Artist,,Average,3.0,Cat_2 +464289,Male,Yes,35,No,Marketing,1.0,Low,3.0,Cat_6 +464292,Male,Yes,58,Yes,Artist,0.0,Average,2.0,Cat_6 +464297,Male,No,29,No,Artist,8.0,Low,5.0,Cat_5 +464298,Male,No,26,No,Doctor,0.0,Low,1.0,Cat_6 +464308,Female,Yes,84,Yes,Lawyer,1.0,High,2.0,Cat_6 +464318,Male,Yes,86,Yes,Executive,0.0,Low,1.0,Cat_6 +464320,Male,Yes,77,No,Lawyer,1.0,High,2.0,Cat_6 +464326,Female,No,37,Yes,Artist,0.0,Low,3.0,Cat_6 +464332,Male,Yes,74,No,Executive,0.0,High,2.0,Cat_6 +464339,Male,No,27,No,Artist,1.0,Low,2.0,Cat_6 +464344,Female,Yes,56,Yes,Artist,0.0,Low,1.0,Cat_6 +464351,Female,No,27,Yes,Healthcare,0.0,Low,1.0,Cat_6 +464364,Male,Yes,39,Yes,Artist,7.0,Average,2.0,Cat_6 +464368,Male,Yes,35,Yes,Entertainment,3.0,Average,2.0,Cat_6 +464370,Male,Yes,66,Yes,Entertainment,1.0,Average,2.0,Cat_6 +464373,Female,No,47,Yes,Artist,0.0,Low,2.0,Cat_6 +464378,Female,Yes,36,Yes,Artist,8.0,Average,2.0,Cat_6 +464381,Male,Yes,43,Yes,Artist,4.0,Average,2.0,Cat_6 +464382,Female,Yes,55,Yes,Artist,0.0,Average,4.0,Cat_6 +464386,Male,Yes,41,Yes,Doctor,0.0,Average,3.0,Cat_6 +464387,Female,No,26,Yes,Artist,9.0,Low,5.0,Cat_6 +464389,Male,Yes,72,Yes,Artist,0.0,High,2.0,Cat_2 +464392,Male,Yes,59,,Artist,0.0,Average,2.0,Cat_6 +464396,Male,Yes,38,Yes,Entertainment,1.0,Average,3.0,Cat_6 +464412,Male,Yes,72,No,Lawyer,1.0,Low,2.0,Cat_6 +464424,Male,No,31,Yes,Healthcare,1.0,Low,4.0,Cat_6 +464425,Male,No,41,Yes,Artist,9.0,Low,1.0,Cat_6 +464432,Male,No,25,No,Engineer,9.0,Low,2.0,Cat_3 +464433,Male,No,29,Yes,Artist,,Low,,Cat_2 +464436,Male,Yes,83,Yes,Lawyer,0.0,High,2.0,Cat_4 +464437,Female,Yes,51,Yes,Engineer,0.0,Average,4.0,Cat_6 +464441,Male,Yes,40,Yes,Artist,0.0,Low,2.0,Cat_2 +464451,Female,Yes,76,Yes,Artist,0.0,Average,2.0,Cat_6 +464456,Male,Yes,29,Yes,Artist,1.0,Low,4.0,Cat_6 +464468,Male,Yes,46,Yes,Artist,1.0,Low,3.0,Cat_6 +464473,Female,Yes,58,Yes,Artist,0.0,Average,4.0,Cat_6 +464474,Female,No,46,Yes,Artist,1.0,Low,1.0,Cat_6 +464478,Female,Yes,74,No,Lawyer,0.0,High,2.0,Cat_6 +464481,Male,Yes,53,Yes,Executive,1.0,High,3.0,Cat_6 +464482,Male,Yes,63,Yes,Artist,1.0,Low,1.0,Cat_6 +464483,Female,Yes,49,Yes,Artist,1.0,Average,3.0,Cat_6 +464485,Male,No,25,Yes,Entertainment,5.0,Low,2.0,Cat_3 +464487,Male,No,46,No,Engineer,1.0,Low,3.0,Cat_4 +464488,Female,No,43,Yes,Artist,7.0,Low,9.0,Cat_6 +464494,Female,Yes,58,Yes,Artist,1.0,Average,4.0,Cat_3 +464499,Male,Yes,41,Yes,Executive,1.0,High,4.0,Cat_6 +464501,Female,No,28,No,Healthcare,1.0,Low,3.0,Cat_6 +464504,Male,No,26,Yes,Healthcare,0.0,Low,4.0,Cat_6 +464506,Male,No,29,Yes,Healthcare,9.0,Low,2.0,Cat_4 +464517,Male,No,33,Yes,Healthcare,0.0,Low,,Cat_5 +464522,Female,No,39,Yes,Engineer,14.0,Low,1.0,Cat_6 +464526,Male,Yes,51,Yes,Entertainment,0.0,Average,4.0,Cat_6 +464528,Male,Yes,46,Yes,Entertainment,4.0,High,4.0,Cat_2 +464533,Male,Yes,38,No,Executive,,High,6.0,Cat_6 +464536,Male,Yes,26,Yes,Artist,1.0,Average,3.0,Cat_6 +464540,Female,Yes,42,Yes,Engineer,1.0,Average,4.0,Cat_4 +464544,Female,Yes,43,Yes,Entertainment,5.0,Average,3.0,Cat_6 +464549,Male,Yes,53,Yes,Executive,1.0,Low,4.0,Cat_6 +464550,Male,Yes,46,Yes,Artist,,Low,4.0,Cat_6 +464552,Female,Yes,40,Yes,Artist,1.0,Average,3.0,Cat_4 +464553,Male,Yes,71,Yes,Artist,1.0,Low,2.0,Cat_6 +464555,Male,Yes,32,Yes,Marketing,13.0,High,4.0,Cat_4 +464560,Male,No,41,Yes,Entertainment,9.0,Low,2.0,Cat_6 +464561,Female,No,46,Yes,Entertainment,8.0,Low,2.0,Cat_6 +464566,Male,Yes,40,Yes,Executive,0.0,High,4.0,Cat_6 +464569,Male,No,29,No,Doctor,1.0,Low,5.0,Cat_6 +464570,Male,Yes,25,Yes,Doctor,1.0,Average,2.0,Cat_6 +464572,Female,Yes,52,Yes,Marketing,0.0,Low,1.0,Cat_6 +464576,Male,No,30,Yes,Doctor,9.0,Low,5.0,Cat_6 +464577,Female,Yes,25,Yes,Healthcare,12.0,High,2.0,Cat_6 +464580,Male,No,32,No,Artist,9.0,Low,4.0,Cat_6 +464581,Female,No,33,No,Doctor,,Low,4.0,Cat_6 +464586,Female,No,49,Yes,Artist,1.0,Low,1.0,Cat_3 +464593,Female,No,43,Yes,Doctor,1.0,Low,4.0,Cat_2 +464594,Male,Yes,48,Yes,Artist,1.0,Low,1.0,Cat_2 +464597,Male,No,41,No,Artist,5.0,Low,2.0,Cat_6 +464601,Female,No,29,Yes,Healthcare,9.0,Low,2.0,Cat_6 +464603,Female,No,35,Yes,Artist,0.0,Low,2.0,Cat_3 +464606,Male,Yes,41,Yes,Artist,1.0,Average,2.0,Cat_6 +464607,Female,Yes,47,Yes,Artist,1.0,Average,4.0,Cat_2 +464608,Female,Yes,53,Yes,Artist,1.0,Average,3.0,Cat_6 +464618,Male,,40,Yes,Artist,5.0,Low,1.0,Cat_6 +464620,Female,Yes,40,Yes,Artist,0.0,High,2.0,Cat_6 +464621,Male,Yes,46,Yes,Artist,0.0,Low,1.0,Cat_6 +464637,Female,No,36,Yes,Marketing,,Low,4.0,Cat_4 +464641,Female,Yes,71,Yes,Lawyer,2.0,Low,6.0,Cat_1 +464652,Female,Yes,30,No,Engineer,5.0,Average,2.0,Cat_4 +464654,Female,Yes,40,No,Engineer,1.0,Average,4.0,Cat_4 +464664,Male,Yes,43,No,Entertainment,0.0,Average,5.0,Cat_4 +464666,Male,Yes,40,Yes,Entertainment,3.0,Average,3.0,Cat_4 +464670,Male,Yes,39,No,Entertainment,1.0,Average,4.0,Cat_4 +464673,Male,Yes,49,No,Executive,1.0,High,7.0,Cat_2 +464674,Male,Yes,51,No,Artist,0.0,Average,5.0,Cat_4 +464675,Female,Yes,39,No,Doctor,1.0,Average,9.0,Cat_4 +464677,Male,Yes,23,No,Healthcare,1.0,Low,5.0,Cat_4 +464683,Male,Yes,53,No,Engineer,0.0,Average,6.0,Cat_4 +464684,Female,No,35,No,Engineer,9.0,Low,5.0,Cat_4 +464685,Male,No,35,No,Executive,2.0,Low,4.0,Cat_4 +464688,Male,Yes,30,Yes,Doctor,1.0,Low,9.0,Cat_4 +464690,Male,Yes,39,No,Engineer,2.0,Average,,Cat_4 +464691,Male,No,38,Yes,Artist,1.0,Low,3.0,Cat_4 +464692,Female,No,53,No,Marketing,0.0,Low,1.0,Cat_3 +464693,Female,No,36,Yes,Engineer,8.0,Low,1.0,Cat_4 +464695,Male,No,33,No,Engineer,0.0,Low,4.0,Cat_4 +464696,Female,No,40,Yes,Engineer,1.0,Low,1.0,Cat_4 +464697,Female,Yes,36,Yes,Artist,0.0,Average,4.0,Cat_4 +464699,Male,No,31,No,Doctor,1.0,Low,5.0,Cat_4 +464701,Male,No,31,No,Doctor,1.0,Low,2.0,Cat_4 +464704,Male,Yes,41,Yes,Healthcare,0.0,Average,4.0,Cat_4 +464707,Male,Yes,48,No,,0.0,Average,4.0,Cat_4 +464711,Female,Yes,38,Yes,Artist,5.0,Average,3.0,Cat_1 +464712,Male,Yes,49,No,Artist,1.0,Low,5.0,Cat_4 +464722,Male,Yes,42,Yes,Doctor,1.0,Low,,Cat_4 +464726,Male,Yes,28,Yes,Executive,14.0,High,9.0,Cat_4 +464728,Male,Yes,51,No,Entertainment,0.0,High,4.0,Cat_4 +464732,Male,Yes,41,No,Artist,1.0,Average,2.0,Cat_4 +464737,Female,Yes,57,No,Engineer,0.0,Average,6.0,Cat_4 +464739,Male,Yes,67,Yes,Artist,0.0,Low,1.0,Cat_4 +464746,Male,Yes,29,No,Executive,3.0,Average,5.0,Cat_4 +464752,Female,Yes,46,,Marketing,,Low,1.0,Cat_4 +464755,Male,Yes,49,Yes,Artist,0.0,High,2.0,Cat_6 +464756,Female,No,28,No,Engineer,6.0,Low,3.0,Cat_4 +464758,Female,Yes,48,No,Engineer,1.0,Average,4.0,Cat_4 +464760,Female,Yes,51,No,Engineer,5.0,Average,4.0,Cat_4 +464765,Female,Yes,48,No,Engineer,5.0,Average,6.0,Cat_4 +464766,Female,Yes,48,No,Engineer,5.0,Average,5.0,Cat_4 +464769,Female,,52,No,Engineer,9.0,Average,4.0,Cat_4 +464772,Female,Yes,39,No,Engineer,8.0,Average,4.0,Cat_4 +464774,Female,Yes,50,No,Engineer,7.0,Average,5.0,Cat_4 +464780,Female,No,33,No,Engineer,1.0,Low,9.0,Cat_4 +464790,Female,No,35,Yes,Artist,,Low,1.0,Cat_4 +464792,Male,Yes,30,No,Marketing,2.0,High,5.0,Cat_4 +464794,Female,Yes,46,No,Engineer,8.0,Average,,Cat_4 +464799,Male,No,36,No,Marketing,0.0,Low,4.0,Cat_4 +464802,Male,No,43,No,Entertainment,0.0,Low,1.0,Cat_4 +464804,Male,Yes,26,No,Entertainment,1.0,Low,1.0,Cat_4 +464806,Male,Yes,33,No,Executive,0.0,Low,2.0,Cat_4 +464809,Male,Yes,50,,Entertainment,,Average,5.0,Cat_4 +464812,Female,Yes,49,Yes,Engineer,1.0,High,5.0,Cat_4 +464813,Male,Yes,48,Yes,Engineer,6.0,Average,5.0,Cat_6 +464817,Male,No,31,Yes,Artist,5.0,Low,1.0,Cat_4 +464818,Female,Yes,38,No,Engineer,,Average,2.0,Cat_4 +464825,Female,No,21,No,Healthcare,5.0,Low,1.0,Cat_4 +464827,Female,Yes,50,No,Entertainment,8.0,Average,5.0,Cat_4 +464828,Male,No,23,No,Healthcare,9.0,Low,6.0,Cat_4 +464831,Female,Yes,21,No,Healthcare,0.0,Low,2.0,Cat_4 +464832,Male,Yes,71,No,Lawyer,1.0,Low,,Cat_4 +464835,Male,No,20,No,Healthcare,0.0,Low,6.0,Cat_4 +464836,Female,,32,No,Engineer,7.0,High,5.0,Cat_4 +464845,Male,Yes,29,No,Engineer,0.0,Average,3.0,Cat_4 +464849,Male,Yes,42,Yes,Artist,0.0,Average,4.0,Cat_4 +464851,Male,No,20,No,Doctor,0.0,Low,6.0,Cat_4 +464852,Male,Yes,36,No,Executive,1.0,Low,6.0,Cat_4 +464854,Female,Yes,42,No,Engineer,0.0,High,6.0,Cat_4 +464857,Male,No,18,No,Healthcare,7.0,Low,4.0,Cat_4 +464861,Male,No,25,No,Homemaker,,Low,2.0,Cat_4 +464864,Female,No,30,No,Engineer,10.0,Low,8.0,Cat_4 +464865,Female,No,28,No,Homemaker,9.0,Low,9.0,Cat_4 +464868,Male,Yes,42,Yes,Entertainment,7.0,Low,6.0,Cat_4 +464872,Male,Yes,38,Yes,Artist,1.0,Low,4.0,Cat_4 +464873,Male,Yes,42,Yes,Artist,1.0,Average,2.0,Cat_4 +464876,Female,Yes,52,No,Engineer,,Average,5.0,Cat_4 +464879,Female,Yes,29,Yes,Doctor,0.0,Average,2.0,Cat_4 +464884,Male,Yes,40,Yes,Artist,1.0,Low,2.0,Cat_4 +464885,Female,No,38,No,Engineer,1.0,Low,2.0,Cat_4 +464886,Male,Yes,37,Yes,Engineer,1.0,Average,4.0,Cat_4 +464902,Female,Yes,65,No,Lawyer,1.0,Low,1.0,Cat_4 +464905,Male,,81,No,Executive,,High,2.0,Cat_4 +464907,Male,,59,Yes,Engineer,0.0,Average,2.0,Cat_4 +464910,Female,Yes,47,Yes,Artist,1.0,Average,5.0,Cat_4 +464911,Male,Yes,57,Yes,Artist,0.0,Average,3.0,Cat_4 +464915,Male,Yes,39,Yes,Executive,,High,4.0,Cat_4 +464916,Female,,32,,Doctor,8.0,High,2.0,Cat_4 +464919,Male,Yes,37,Yes,Artist,9.0,Low,1.0,Cat_4 +464920,Male,No,39,Yes,Artist,4.0,Low,1.0,Cat_4 +464921,Male,Yes,39,No,Doctor,1.0,Average,5.0,Cat_4 +464925,Male,,60,No,Executive,7.0,Average,2.0,Cat_4 +464927,Female,Yes,70,Yes,Artist,1.0,Average,2.0,Cat_4 +464932,Male,Yes,51,Yes,Executive,9.0,Low,1.0,Cat_4 +464938,Male,Yes,48,No,Artist,1.0,Low,3.0,Cat_4 +464939,Male,No,43,No,Entertainment,0.0,Low,1.0,Cat_4 +464940,Female,Yes,29,No,Engineer,1.0,Low,2.0,Cat_4 +464944,Female,Yes,43,Yes,Entertainment,0.0,Low,2.0,Cat_4 +464947,Male,No,25,No,Doctor,5.0,Low,1.0,Cat_4 +464957,Female,Yes,75,No,Lawyer,0.0,Low,1.0,Cat_4 +464960,Female,No,22,No,Healthcare,0.0,Low,5.0,Cat_4 +464961,Male,Yes,86,No,Marketing,1.0,Low,1.0,Cat_4 +464963,Female,Yes,50,Yes,Entertainment,1.0,Low,2.0,Cat_4 +464972,Male,Yes,73,No,Lawyer,1.0,High,9.0,Cat_4 +464973,Male,No,87,,Lawyer,1.0,Low,2.0,Cat_4 +464981,Male,Yes,49,Yes,Artist,0.0,Average,4.0,Cat_6 +464987,Male,Yes,46,Yes,Executive,1.0,High,5.0,Cat_6 +464990,Male,Yes,73,No,Executive,0.0,High,2.0,Cat_6 +464991,Female,Yes,87,Yes,Lawyer,1.0,High,2.0,Cat_6 +464995,Male,Yes,53,No,Executive,2.0,High,4.0,Cat_4 +465001,Male,Yes,84,Yes,Lawyer,1.0,High,2.0,Cat_6 +465005,Male,Yes,47,Yes,Executive,3.0,High,3.0,Cat_6 +465012,Male,Yes,59,No,Executive,1.0,High,4.0,Cat_6 +465014,Male,Yes,82,No,Lawyer,1.0,Low,1.0,Cat_6 +465022,Female,Yes,71,Yes,Lawyer,0.0,High,2.0,Cat_6 +465023,Male,Yes,39,Yes,Artist,9.0,Average,2.0,Cat_2 +465026,Female,No,25,No,Doctor,0.0,Low,2.0,Cat_6 +465032,Male,Yes,67,Yes,Executive,1.0,High,2.0,Cat_6 +465035,Female,Yes,83,Yes,Lawyer,13.0,High,2.0,Cat_6 +465038,Male,Yes,49,No,Executive,0.0,High,4.0,Cat_6 +465039,Female,Yes,87,No,Lawyer,0.0,High,2.0,Cat_6 +465040,Male,Yes,69,No,Lawyer,1.0,Average,2.0,Cat_6 +465045,Male,Yes,40,Yes,Entertainment,9.0,Average,2.0,Cat_6 +465056,Male,Yes,87,Yes,Lawyer,1.0,High,2.0,Cat_6 +465069,Male,Yes,68,Yes,Healthcare,0.0,Average,3.0,Cat_6 +465075,Female,Yes,43,Yes,Artist,,Average,2.0,Cat_6 +465076,Male,Yes,67,Yes,Artist,0.0,High,5.0,Cat_6 +465079,Male,Yes,80,Yes,Lawyer,1.0,Low,1.0,Cat_6 +465082,Male,Yes,65,Yes,Lawyer,1.0,Low,1.0,Cat_3 +465087,Male,No,29,Yes,Doctor,0.0,Low,4.0,Cat_6 +465091,Male,Yes,60,Yes,Entertainment,,Average,3.0,Cat_6 +465092,Male,Yes,72,Yes,Executive,1.0,High,2.0,Cat_6 +465093,Male,Yes,57,Yes,Doctor,0.0,Low,1.0,Cat_6 +465095,Male,Yes,47,Yes,Executive,1.0,High,4.0,Cat_6 +465099,Male,Yes,39,No,Entertainment,1.0,Average,2.0,Cat_6 +465100,Male,Yes,62,Yes,Artist,0.0,High,2.0,Cat_6 +465101,Female,Yes,81,Yes,Lawyer,1.0,Low,1.0,Cat_6 +465105,Male,Yes,65,No,Executive,8.0,Average,2.0,Cat_6 +465109,Male,No,47,No,Lawyer,,Low,2.0,Cat_6 +465111,Female,Yes,40,Yes,Artist,8.0,Average,2.0,Cat_6 +465112,Female,Yes,86,No,Lawyer,0.0,High,2.0,Cat_6 +465113,Male,Yes,67,Yes,Lawyer,0.0,High,2.0,Cat_4 +465119,Female,Yes,45,Yes,Artist,0.0,Average,5.0,Cat_6 +465120,Female,No,27,Yes,Healthcare,1.0,Low,4.0,Cat_6 +465121,Female,No,32,Yes,Artist,7.0,Low,1.0,Cat_3 +465122,Female,Yes,41,Yes,Artist,3.0,Average,2.0,Cat_6 +465124,Female,Yes,27,Yes,Healthcare,6.0,Average,2.0,Cat_6 +465128,Female,Yes,58,No,Artist,0.0,Average,3.0,Cat_6 +465134,Female,Yes,61,Yes,Entertainment,1.0,Average,5.0,Cat_6 +465136,Male,Yes,52,Yes,Artist,0.0,Average,2.0,Cat_6 +465144,Male,No,25,Yes,Doctor,8.0,Low,1.0,Cat_6 +465147,Male,No,33,Yes,Healthcare,2.0,Low,3.0,Cat_6 +465148,Male,No,31,No,Artist,0.0,Low,, +465150,Male,No,37,Yes,Entertainment,1.0,Low,1.0,Cat_6 +465153,Male,Yes,38,Yes,Artist,1.0,Average,2.0,Cat_6 +465155,Male,Yes,81,Yes,Lawyer,0.0,Low,1.0,Cat_6 +465160,Male,Yes,61,Yes,Executive,0.0,High,3.0,Cat_6 +465164,Male,No,20,No,Healthcare,0.0,Low,3.0,Cat_6 +465171,Female,Yes,48,Yes,Artist,8.0,High,4.0,Cat_6 +465172,Female,Yes,43,Yes,Artist,8.0,Average,2.0,Cat_6 +465175,Female,No,22,No,Homemaker,0.0,Low,4.0,Cat_6 +465176,Female,Yes,63,Yes,Artist,1.0,Average,4.0,Cat_6 +465181,Female,No,25,Yes,Healthcare,8.0,Low,1.0,Cat_4 +465182,Female,No,73,Yes,Lawyer,1.0,Low,1.0,Cat_6 +465186,Female,Yes,43,No,Artist,4.0,Average,4.0,Cat_1 +465187,Female,Yes,39,No,Doctor,1.0,Average,4.0,Cat_4 +465188,Female,Yes,49,Yes,Artist,0.0,Average,4.0,Cat_6 +465189,Female,Yes,83,Yes,Lawyer,1.0,High,2.0,Cat_6 +465194,Male,No,22,No,Healthcare,9.0,Low,6.0,Cat_2 +465196,Female,No,31,Yes,Artist,2.0,Low,2.0,Cat_4 +465197,Female,Yes,60,Yes,Artist,1.0,High,4.0,Cat_6 +465201,Male,Yes,42,Yes,Entertainment,1.0,Average,4.0,Cat_3 +465202,Male,No,25,No,Entertainment,7.0,Low,4.0,Cat_6 +465203,Male,No,29,Yes,Healthcare,3.0,Low,3.0,Cat_6 +465204,Male,Yes,29,Yes,Healthcare,1.0,Low,2.0,Cat_6 +465213,Male,Yes,39,Yes,Entertainment,2.0,Average,2.0,Cat_6 +465214,Male,Yes,33,No,Engineer,14.0,Low,1.0,Cat_6 +465216,Male,Yes,35,Yes,Executive,9.0,High,4.0,Cat_6 +465226,Male,Yes,38,No,Entertainment,2.0,Low,3.0,Cat_6 +465228,Male,Yes,59,Yes,Artist,1.0,High,2.0,Cat_6 +465231,Male,Yes,67,No,Artist,1.0,Average,2.0,Cat_6 +465236,Male,Yes,45,Yes,Artist,1.0,Low,1.0,Cat_6 +465237,Male,Yes,70,Yes,Lawyer,,High,2.0,Cat_6 +465242,Male,No,19,No,Healthcare,5.0,Low,4.0,Cat_3 +465249,Female,No,23,No,Healthcare,0.0,Low,4.0,Cat_6 +465254,Male,No,22,No,Healthcare,1.0,Low,4.0,Cat_7 +465261,Female,No,23,Yes,Healthcare,1.0,Low,4.0,Cat_1 +465264,Male,Yes,80,No,Executive,0.0,Low,1.0,Cat_6 +465267,Male,Yes,40,No,Engineer,14.0,Average,5.0,Cat_4 +465274,Male,No,36,Yes,Artist,0.0,Low,1.0,Cat_4 +465285,Female,Yes,31,No,Engineer,8.0,Low,4.0,Cat_6 +465288,Female,Yes,20,No,Engineer,1.0,Low,2.0,Cat_4 +465289,Male,Yes,31,Yes,Executive,1.0,High,2.0,Cat_6 +465290,Male,Yes,50,Yes,Executive,0.0,High,5.0,Cat_6 +465294,Male,Yes,67,No,Lawyer,0.0,Low,2.0,Cat_6 +465295,Female,,43,Yes,Doctor,9.0,Average,1.0,Cat_6 +465296,Female,Yes,85,Yes,Lawyer,5.0,High,3.0,Cat_6 +465303,Female,Yes,65,Yes,Artist,1.0,Average,3.0,Cat_2 +465306,Male,Yes,71,No,Executive,1.0,Average,4.0,Cat_2 +465310,Female,No,20,No,Healthcare,1.0,Low,6.0,Cat_4 +465319,Male,No,20,No,Healthcare,0.0,Low,5.0,Cat_6 +465326,Male,Yes,87,Yes,Artist,,Low,1.0,Cat_6 +465333,Female,Yes,37,Yes,Artist,4.0,Low,2.0,Cat_7 +465335,Male,Yes,59,No,Entertainment,1.0,Average,2.0,Cat_7 +465340,Female,No,29,Yes,Artist,3.0,Low,4.0,Cat_2 +465342,Male,Yes,85,Yes,Executive,0.0,High,2.0,Cat_6 +465344,Female,Yes,72,Yes,Lawyer,1.0,High,2.0,Cat_6 +465345,Female,No,42,Yes,Artist,0.0,Low,,Cat_6 +465351,Female,Yes,45,Yes,Artist,9.0,Average,2.0,Cat_6 +465352,Male,Yes,59,Yes,Entertainment,1.0,Average,4.0,Cat_6 +465354,Male,No,19,No,Doctor,0.0,Low,5.0,Cat_2 +465357,Female,Yes,47,Yes,Artist,0.0,Average,3.0,Cat_6 +465358,Female,Yes,73,Yes,Artist,0.0,High,2.0,Cat_6 +465359,Female,Yes,42,No,Artist,1.0,Low,1.0,Cat_6 +465364,Female,No,37,Yes,Doctor,7.0,Low,5.0,Cat_2 +465366,Female,No,38,Yes,Artist,8.0,Low,1.0,Cat_6 +465371,Female,No,41,Yes,Artist,1.0,Low,1.0,Cat_6 +465372,Female,No,40,Yes,Entertainment,0.0,Low,1.0,Cat_6 +465383,Female,Yes,30,Yes,Entertainment,0.0,Low,4.0,Cat_6 +465384,Male,Yes,56,Yes,Artist,0.0,High,2.0,Cat_6 +465391,Female,Yes,65,Yes,Lawyer,1.0,High,2.0,Cat_6 +465393,Male,Yes,35,Yes,Artist,5.0,Average,2.0,Cat_6 +465395,Female,Yes,37,No,Engineer,0.0,Average,5.0,Cat_4 +465399,Male,No,36,Yes,Entertainment,0.0,Low,1.0,Cat_4 +465405,Female,,26,Yes,Homemaker,1.0,High,4.0,Cat_2 +465408,Male,No,25,No,Executive,,Low,4.0,Cat_6 +465410,Male,No,30,No,Healthcare,0.0,Low,4.0,Cat_5 +465417,Male,Yes,37,Yes,Entertainment,,Average,2.0,Cat_4 +465419,Male,No,30,No,Artist,0.0,Low,3.0,Cat_6 +465423,Male,Yes,46,Yes,Entertainment,1.0,Average,4.0,Cat_7 +465428,Female,No,38,Yes,Engineer,1.0,Low,1.0,Cat_4 +465433,Female,No,40,Yes,Artist,,Low,1.0,Cat_2 +465435,Female,No,31,Yes,Artist,5.0,Low,1.0,Cat_6 +465437,Male,Yes,45,Yes,Executive,4.0,High,5.0,Cat_6 +465440,Male,Yes,55,No,Engineer,1.0,Low,5.0,Cat_6 +465441,Female,Yes,51,Yes,Engineer,2.0,Low,1.0,Cat_4 +465445,Female,No,29,Yes,Homemaker,5.0,Low,7.0,Cat_6 +465458,Female,Yes,74,Yes,Artist,1.0,High,2.0,Cat_6 +465461,Male,Yes,69,No,Entertainment,1.0,Average,3.0,Cat_6 +465463,Female,No,28,No,Doctor,,Low,5.0,Cat_2 +465464,Male,Yes,41,Yes,Executive,0.0,Average,,Cat_4 +465467,Male,,29,No,Healthcare,1.0,Low,3.0,Cat_6 +465471,Male,Yes,39,Yes,Artist,0.0,Low,1.0,Cat_6 +465472,Female,Yes,74,No,Entertainment,,High,3.0,Cat_6 +465473,Female,No,59,Yes,Artist,4.0,Low,1.0,Cat_6 +465477,Male,No,27,No,Healthcare,1.0,Low,3.0,Cat_2 +465479,Male,No,33,No,Artist,0.0,Low,1.0,Cat_4 +465482,Male,No,31,No,Entertainment,9.0,Low,2.0,Cat_2 +465483,Male,Yes,46,No,Artist,0.0,Average,3.0,Cat_6 +465484,Female,Yes,63,Yes,Artist,0.0,Low,2.0,Cat_6 +465488,Male,No,22,No,Healthcare,1.0,Low,4.0,Cat_6 +465489,Female,No,53,Yes,Engineer,1.0,Low,5.0,Cat_6 +465492,Male,Yes,59,No,Entertainment,1.0,Low,1.0,Cat_2 +465496,Male,Yes,84,Yes,Lawyer,,Low,2.0,Cat_2 +465505,Male,Yes,63,Yes,Artist,1.0,Average,4.0,Cat_6 +465507,Male,Yes,35,Yes,Artist,8.0,Low,1.0,Cat_6 +465508,Male,No,21,No,Healthcare,1.0,Low,4.0,Cat_6 +465510,Male,Yes,67,No,Lawyer,0.0,High,2.0,Cat_6 +465518,Female,Yes,41,Yes,Artist,1.0,Average,3.0,Cat_4 +465520,Female,No,27,Yes,Artist,0.0,Low,8.0,Cat_2 +465521,Female,Yes,53,Yes,Artist,1.0,Average,2.0,Cat_7 +465522,Female,No,33,Yes,Healthcare,4.0,Low,8.0,Cat_5 +465529,Female,No,32,No,Doctor,0.0,Low,4.0,Cat_6 +465538,Male,Yes,59,No,,5.0,High,2.0,Cat_6 +465539,Female,Yes,50,Yes,Artist,1.0,High,5.0,Cat_6 +465541,Female,Yes,50,Yes,Artist,1.0,Average,4.0,Cat_7 +465543,Female,Yes,41,Yes,Healthcare,1.0,Average,2.0,Cat_3 +465547,Female,Yes,71,,Lawyer,1.0,Low,1.0,Cat_6 +465550,Female,No,33,Yes,Healthcare,1.0,Low,6.0,Cat_3 +465551,Female,Yes,46,Yes,Artist,,Average,2.0,Cat_3 +465554,Female,No,78,Yes,Lawyer,1.0,Low,3.0,Cat_6 +465555,Female,Yes,69,No,Lawyer,,High,2.0,Cat_4 +465558,Female,No,40,Yes,Healthcare,8.0,Low,1.0,Cat_7 +465568,Male,Yes,43,Yes,Executive,2.0,High,3.0,Cat_6 +465569,Male,Yes,36,Yes,Artist,0.0,High,3.0,Cat_6 +465571,Male,Yes,35,Yes,Entertainment,1.0,Average,2.0,Cat_2 +465577,Male,No,30,No,Healthcare,0.0,Low,4.0,Cat_3 +465584,Male,Yes,47,No,Entertainment,3.0,Average,2.0,Cat_6 +465586,Male,Yes,69,No,Artist,0.0,Low,1.0,Cat_6 +465587,Male,Yes,41,Yes,Entertainment,,Low,5.0,Cat_3 +465594,Male,Yes,33,No,Executive,4.0,Low,6.0,Cat_3 +465598,Male,No,27,Yes,Healthcare,6.0,Low,5.0,Cat_2 +465600,Male,Yes,38,Yes,Engineer,6.0,Low,2.0,Cat_3 +465601,Male,Yes,35,Yes,Artist,,Average,4.0,Cat_3 +465602,Male,Yes,27,Yes,Artist,10.0,Low,2.0,Cat_3 +465603,Female,Yes,51,Yes,Homemaker,9.0,Low,,Cat_3 +465605,Female,Yes,52,Yes,Engineer,4.0,Low,1.0,Cat_3 +465611,Male,No,53,Yes,Doctor,0.0,Low,1.0,Cat_6 +465612,Male,Yes,43,Yes,Artist,8.0,Average,2.0,Cat_6 +465616,Male,Yes,42,Yes,Doctor,8.0,Low,2.0,Cat_6 +465621,Male,No,36,Yes,Doctor,9.0,Low,1.0,Cat_6 +465625,Male,No,36,Yes,Artist,14.0,Low,2.0,Cat_6 +465627,Female,No,40,Yes,Healthcare,1.0,Low,1.0,Cat_6 +465629,Male,Yes,47,Yes,Entertainment,2.0,Average,3.0,Cat_6 +465635,Male,No,30,No,Doctor,1.0,Low,2.0,Cat_4 +465638,Female,Yes,53,Yes,Artist,,Low,,Cat_3 +465640,Male,Yes,45,Yes,Artist,5.0,Average,2.0,Cat_6 +465644,Male,No,33,Yes,Healthcare,0.0,Low,5.0,Cat_6 +465645,Female,No,40,Yes,Artist,8.0,Low,2.0,Cat_6 +465649,Female,Yes,36,Yes,Marketing,5.0,Low,1.0,Cat_6 +465651,Male,No,32,No,Engineer,0.0,Low,4.0,Cat_6 +465653,Female,Yes,51,Yes,Artist,0.0,Low,2.0,Cat_6 +465655,Female,No,49,Yes,Artist,0.0,Low,1.0,Cat_6 +465656,Male,Yes,81,No,Lawyer,1.0,Low,,Cat_6 +465658,Male,Yes,72,Yes,Artist,1.0,Average,4.0,Cat_6 +465663,Female,No,70,Yes,Artist,0.0,Low,2.0,Cat_6 +465667,Male,No,21,No,Healthcare,0.0,Low,3.0,Cat_2 +465668,Male,No,21,No,Healthcare,1.0,Low,5.0,Cat_4 +465669,Female,Yes,41,No,Entertainment,4.0,Average,4.0,Cat_4 +465670,Female,No,49,No,Engineer,12.0,Low,1.0,Cat_4 +465675,Female,No,51,No,Entertainment,0.0,Low,1.0,Cat_4 +465680,Male,Yes,28,No,Healthcare,0.0,Average,5.0,Cat_4 +465685,Male,No,37,Yes,Healthcare,5.0,Low,2.0,Cat_3 +465688,Female,Yes,63,,Artist,1.0,Average,3.0,Cat_3 +465689,Male,No,19,No,Healthcare,8.0,Low,4.0,Cat_3 +465695,Female,No,32,No,Healthcare,,Low,3.0,Cat_4 +465697,Female,Yes,51,No,Artist,6.0,Low,1.0,Cat_6 +465703,Male,Yes,26,No,Entertainment,3.0,Low,2.0,Cat_4 +465704,Male,Yes,61,No,Artist,0.0,Low,1.0,Cat_6 +465705,Female,Yes,51,Yes,Artist,0.0,Average,4.0,Cat_6 +465706,Female,Yes,45,Yes,Artist,0.0,Average,3.0,Cat_6 +465721,Male,Yes,29,Yes,Entertainment,1.0,High,2.0,Cat_3 +465722,Male,Yes,47,No,,0.0,Low,5.0,Cat_3 +465725,Male,No,25,Yes,Doctor,1.0,Low,2.0,Cat_3 +465727,Male,No,40,No,Marketing,0.0,Low,5.0,Cat_4 +465728,Male,No,45,Yes,,1.0,Low,1.0,Cat_4 +465733,Male,Yes,32,Yes,Entertainment,1.0,Average,2.0,Cat_4 +465734,Male,Yes,38,Yes,Artist,0.0,Low,3.0,Cat_1 +465736,Female,No,38,Yes,Artist,8.0,Low,2.0,Cat_3 +465737,Female,Yes,48,Yes,Engineer,7.0,Low,3.0,Cat_3 +465740,Female,No,71,Yes,Doctor,0.0,Low,1.0,Cat_6 +465742,Female,Yes,46,Yes,Artist,3.0,Low,3.0,Cat_6 +465751,Female,Yes,46,Yes,Artist,9.0,Low,2.0,Cat_6 +465753,Female,Yes,49,Yes,Artist,7.0,Low,2.0,Cat_6 +465766,Male,Yes,43,No,Entertainment,0.0,Low,3.0,Cat_4 +465768,Female,No,38,Yes,Artist,6.0,Low,4.0,Cat_4 +465769,Male,No,25,Yes,Healthcare,8.0,Low,4.0,Cat_6 +465772,Female,Yes,46,Yes,Engineer,0.0,Low,4.0,Cat_1 +465775,Female,No,28,Yes,Engineer,9.0,Low,3.0,Cat_6 +465776,Female,No,41,Yes,Entertainment,5.0,Low,4.0,Cat_6 +465777,Female,No,32,Yes,Artist,9.0,Low,5.0,Cat_6 +465784,Female,No,21,No,Healthcare,0.0,Low,4.0,Cat_3 +465788,Male,No,22,No,Healthcare,1.0,Low,6.0,Cat_4 +465793,Male,No,27,No,Healthcare,0.0,Low,5.0,Cat_4 +465797,Male,Yes,40,Yes,Artist,0.0,Average,2.0,Cat_2 +465804,Female,Yes,68,No,Engineer,0.0,Low,1.0,Cat_4 +465809,Female,No,25,No,Homemaker,1.0,Low,7.0,Cat_4 +465811,Male,No,28,No,Healthcare,1.0,Low,4.0,Cat_4 +465813,Male,No,28,No,Marketing,2.0,Low,8.0,Cat_4 +465818,Male,No,27,No,Entertainment,1.0,Low,3.0,Cat_4 +465823,Male,Yes,67,No,Entertainment,5.0,Average,4.0,Cat_4 +465826,Male,Yes,46,No,Executive,4.0,Low,9.0,Cat_4 +465828,Female,No,33,No,Entertainment,8.0,Low,4.0,Cat_4 +465829,Female,Yes,40,Yes,Doctor,6.0,Average,3.0,Cat_4 +465830,Female,Yes,48,No,,5.0,Average,7.0,Cat_4 +465831,Male,Yes,42,No,Executive,0.0,High,5.0,Cat_4 +465837,Male,No,56,Yes,,1.0,Low,1.0,Cat_6 +465841,Female,No,51,Yes,Engineer,3.0,Low,1.0,Cat_6 +465848,Female,No,27,Yes,Healthcare,0.0,Low,1.0,Cat_7 +465849,Female,No,25,Yes,Doctor,7.0,Low,3.0,Cat_4 +465851,Female,Yes,51,No,Artist,9.0,High,2.0,Cat_4 +465853,Female,Yes,26,Yes,Healthcare,,Average,2.0,Cat_6 +465857,Female,No,35,Yes,Doctor,0.0,Low,1.0,Cat_6 +465860,Female,,25,Yes,Doctor,1.0,Low,3.0,Cat_6 +465863,Male,No,30,No,Healthcare,6.0,Low,3.0,Cat_6 +465865,Female,No,41,Yes,Healthcare,9.0,Low,1.0,Cat_6 +465866,Male,Yes,42,Yes,Artist,6.0,Low,3.0,Cat_6 +465867,Female,Yes,40,Yes,Artist,8.0,High,5.0,Cat_6 +465873,Male,No,36,Yes,Entertainment,13.0,Low,1.0,Cat_6 +465875,Female,No,39,Yes,Artist,9.0,Low,1.0,Cat_6 +465884,Male,Yes,40,Yes,Executive,7.0,High,3.0,Cat_6 +465893,Female,Yes,40,Yes,Engineer,1.0,Average,2.0,Cat_6 +465894,Male,No,28,Yes,Artist,9.0,Low,6.0,Cat_6 +465907,Female,No,31,Yes,Marketing,8.0,Low,,Cat_1 +465916,Male,No,41,Yes,Artist,4.0,Low,1.0,Cat_6 +465923,Female,No,28,Yes,Engineer,9.0,Low,5.0,Cat_6 +465925,Male,No,30,Yes,Healthcare,1.0,Low,1.0,Cat_6 +465927,Female,No,30,Yes,Healthcare,1.0,Low,1.0,Cat_6 +465930,Female,No,38,Yes,Artist,9.0,Low,2.0,Cat_6 +465931,Male,Yes,43,Yes,Artist,7.0,Low,1.0,Cat_7 +465935,Male,No,29,Yes,Entertainment,9.0,Low,1.0,Cat_6 +465937,Female,No,30,Yes,Healthcare,9.0,Low,3.0,Cat_6 +465941,Male,Yes,27,Yes,Healthcare,0.0,Low,2.0,Cat_6 +465948,Female,Yes,48,Yes,Artist,0.0,Average,2.0,Cat_6 +465953,Female,No,51,Yes,Artist,1.0,Low,1.0,Cat_6 +465957,Female,No,48,Yes,Marketing,0.0,Low,1.0,Cat_6 +465960,Female,No,28,Yes,Marketing,9.0,Low,1.0,Cat_6 +465961,Female,No,40,Yes,Artist,3.0,Low,1.0,Cat_6 +465963,Male,Yes,51,Yes,Artist,1.0,Low,2.0,Cat_6 +465965,Female,Yes,36,No,Marketing,8.0,Low,2.0,Cat_6 +465972,Female,No,51,Yes,Marketing,9.0,Low,1.0,Cat_6 +465974,Male,Yes,45,Yes,Executive,5.0,High,4.0,Cat_4 +465975,Male,No,40,Yes,Artist,8.0,Low,1.0,Cat_6 +465976,Male,No,40,Yes,Artist,0.0,Low,1.0,Cat_7 +465979,Male,Yes,41,Yes,Artist,2.0,Low,2.0,Cat_6 +465982,Male,Yes,43,Yes,Entertainment,0.0,Average,4.0,Cat_6 +465983,Male,,21,No,Healthcare,1.0,Low,3.0,Cat_6 +465996,Male,No,23,No,Healthcare,1.0,Low,4.0,Cat_6 +465997,Female,No,31,No,Doctor,0.0,Low,3.0,Cat_6 +466001,Female,Yes,42,Yes,Entertainment,6.0,Low,2.0,Cat_6 +466007,Male,Yes,61,No,Artist,0.0,Low,1.0,Cat_7 +466017,Female,Yes,45,Yes,Homemaker,0.0,Low,1.0,Cat_3 +466019,Female,Yes,63,Yes,Artist,5.0,Low,1.0,Cat_3 +466020,Male,Yes,86,No,Lawyer,0.0,Low,1.0,Cat_6 +466022,Female,Yes,67,No,Engineer,,High,3.0,Cat_7 +466023,Male,Yes,71,No,Executive,,High,3.0,Cat_7 +466024,Female,Yes,43,No,Entertainment,14.0,Low,2.0,Cat_3 +466032,Male,,28,No,Entertainment,,Low,2.0,Cat_6 +466042,Male,Yes,47,No,Entertainment,0.0,Low,2.0,Cat_6 +466043,Female,Yes,53,Yes,Artist,0.0,Average,4.0,Cat_6 +466046,Female,Yes,36,No,Entertainment,1.0,Average,2.0,Cat_4 +466058,Male,Yes,35,No,Entertainment,1.0,Low,,Cat_4 +466069,Female,Yes,48,Yes,Artist,1.0,High,4.0, +466071,Female,Yes,60,Yes,Artist,3.0,Low,3.0,Cat_4 +466078,Female,Yes,45,No,Executive,,Low,1.0,Cat_6 +466079,Female,Yes,42,No,Engineer,0.0,Low,2.0,Cat_6 +466082,Female,Yes,89,Yes,Lawyer,1.0,Low,1.0,Cat_6 +466083,Female,No,23,No,Marketing,4.0,Low,2.0,Cat_3 +466084,Male,Yes,46,Yes,Homemaker,11.0,Low,1.0,Cat_3 +466085,Male,No,22,No,,8.0,Low,4.0,Cat_4 +466088,Female,No,30,No,Healthcare,0.0,Low,7.0,Cat_6 +466090,Male,Yes,58,Yes,Entertainment,0.0,Low,,Cat_6 +466092,Male,Yes,73,Yes,Artist,0.0,Average,4.0,Cat_6 +466099,Female,Yes,71,Yes,Lawyer,0.0,Low,1.0,Cat_6 +466103,Female,Yes,35,No,Engineer,0.0,Low,5.0,Cat_6 +466109,Male,Yes,52,Yes,Entertainment,1.0,Average,4.0,Cat_6 +466111,Male,Yes,84,Yes,Lawyer,0.0,Low,2.0,Cat_6 +466114,Male,Yes,47,Yes,Entertainment,1.0,Average,5.0,Cat_6 +466115,Male,Yes,39,No,Executive,0.0,Low,2.0,Cat_6 +466118,Female,Yes,40,No,Engineer,0.0,Low,3.0,Cat_4 +466124,Female,No,46,Yes,Artist,1.0,Low,1.0,Cat_6 +466128,Male,No,40,Yes,Artist,3.0,Low,2.0,Cat_6 +466130,Female,No,27,No,Artist,1.0,Low,6.0,Cat_6 +466132,Female,No,23,No,Healthcare,4.0,Low,4.0,Cat_7 +466136,Female,No,21,Yes,Artist,1.0,Low,2.0,Cat_6 +466138,Male,Yes,70,No,Lawyer,2.0,High,2.0,Cat_6 +466140,Male,Yes,28,Yes,Entertainment,1.0,Low,2.0,Cat_6 +466141,Female,Yes,58,Yes,Homemaker,1.0,Low,4.0,Cat_6 +466142,Female,Yes,27,Yes,Entertainment,0.0,Average,2.0,Cat_6 +466143,Female,Yes,49,No,Engineer,0.0,Average,5.0, +466146,Female,Yes,37,No,Engineer,8.0,Average,3.0,Cat_6 +466148,Male,Yes,39,No,Entertainment,1.0,Average,4.0,Cat_6 +466149,Female,No,28,No,Doctor,2.0,Low,4.0,Cat_6 +466153,Male,Yes,73,No,Entertainment,0.0,Average,2.0,Cat_6 +466154,Female,Yes,51,Yes,Artist,1.0,Average,5.0,Cat_3 +466156,Female,Yes,48,Yes,Doctor,8.0,Average,3.0,Cat_2 +466157,Male,Yes,72,Yes,Homemaker,9.0,Low,, +466161,Male,Yes,47,No,Artist,1.0,Average,,Cat_6 +466162,Female,Yes,67,Yes,Doctor,0.0,Low,1.0,Cat_4 +466166,Male,Yes,77,Yes,Lawyer,0.0,High,2.0,Cat_4 +466172,Male,Yes,46,Yes,Artist,3.0,Average,3.0,Cat_6 +466178,Female,Yes,52,Yes,Artist,1.0,Average,4.0,Cat_6 +466180,Male,Yes,67,No,Lawyer,1.0,Low,1.0,Cat_6 +466185,Male,Yes,62,Yes,Doctor,0.0,Average,4.0,Cat_6 +466200,Male,Yes,45,Yes,Doctor,8.0,Average,3.0,Cat_4 +466201,Male,Yes,40,Yes,Doctor,1.0,Average,5.0,Cat_4 +466206,Female,Yes,60,Yes,Artist,4.0,Average,2.0,Cat_3 +466207,Female,Yes,37,Yes,Doctor,8.0,Average,4.0,Cat_2 +466208,Male,Yes,69,No,Executive,2.0,High,1.0,Cat_6 +466210,Female,Yes,58,Yes,Artist,1.0,High,4.0,Cat_6 +466211,Male,Yes,52,Yes,Artist,1.0,Low,,Cat_6 +466213,Male,No,20,No,Healthcare,2.0,Low,5.0,Cat_6 +466218,Female,,23,No,Healthcare,6.0,Low,4.0,Cat_2 +466223,Male,Yes,66,Yes,Artist,0.0,Low,1.0,Cat_4 +466225,Male,No,19,No,Healthcare,1.0,Low,3.0,Cat_2 +466226,Female,Yes,53,Yes,Artist,0.0,Average,5.0,Cat_6 +466233,Female,Yes,59,Yes,Homemaker,6.0,Low,1.0,Cat_6 +466235,Female,Yes,61,Yes,Artist,0.0,Average,4.0,Cat_4 +466236,Female,Yes,68,Yes,Engineer,1.0,Low,2.0,Cat_4 +466238,Male,No,20,No,Healthcare,1.0,Low,3.0,Cat_4 +466246,Male,No,20,No,Healthcare,1.0,Low,4.0,Cat_2 +466247,Female,,49,Yes,Artist,0.0,Low,4.0,Cat_2 +466253,Male,No,19,No,Healthcare,1.0,Low,3.0,Cat_2 +466257,Female,No,27,No,Healthcare,1.0,Low,4.0,Cat_6 +466264,Male,Yes,32,Yes,,1.0,Low,2.0,Cat_3 +466268,Female,Yes,67,Yes,Artist,0.0,Average,3.0,Cat_4 +466271,Male,No,27,No,Entertainment,1.0,Low,3.0,Cat_2 +466274,Male,Yes,72,Yes,Executive,0.0,Low,,Cat_6 +466276,Female,No,32,No,Doctor,1.0,Low,5.0,Cat_4 +466278,Female,No,28,No,,0.0,Low,2.0,Cat_3 +466282,Male,Yes,29,Yes,Healthcare,8.0,Low,,Cat_6 +466285,Female,No,19,No,Healthcare,1.0,Low,5.0,Cat_2 +466286,Female,Yes,52,Yes,Artist,1.0,Average,5.0,Cat_2 +466287,Female,Yes,47,Yes,Doctor,1.0,Average,2.0,Cat_2 +466289,Male,No,19,No,Healthcare,3.0,Low,5.0,Cat_2 +466290,Female,No,18,No,Healthcare,5.0,Low,,Cat_4 +466292,Female,Yes,79,No,Lawyer,1.0,High,2.0,Cat_6 +466297,Female,No,19,No,Healthcare,1.0,Low,4.0,Cat_4 +466300,Female,Yes,48,Yes,Artist,0.0,Low,3.0,Cat_2 +466301,Male,Yes,52,Yes,Artist,1.0,Average,3.0,Cat_2 +466306,Male,No,23,No,Healthcare,1.0,Low,4.0,Cat_6 +466313,Female,Yes,58,Yes,Artist,1.0,Low,1.0,Cat_4 +466315,Female,Yes,69,Yes,Engineer,1.0,Low,1.0,Cat_6 +466317,Male,Yes,37,Yes,Entertainment,4.0,Low,1.0,Cat_6 +466318,Female,No,30,No,Healthcare,0.0,Low,3.0,Cat_6 +466319,Female,,25,No,Healthcare,0.0,Low,4.0,Cat_6 +466320,Female,No,39,Yes,Engineer,8.0,Low,2.0,Cat_4 +466321,Male,Yes,43,Yes,Entertainment,3.0,Low,2.0,Cat_4 +466324,Female,No,32,No,Engineer,0.0,Low,1.0,Cat_4 +466326,Male,No,23,No,Healthcare,0.0,Low,5.0,Cat_3 +466335,Female,No,30,No,Healthcare,1.0,Low,3.0,Cat_4 +466337,Female,Yes,41,No,Engineer,1.0,Low,2.0,Cat_4 +466341,Male,Yes,49,Yes,Artist,1.0,Average,2.0,Cat_5 +466347,Male,Yes,66,No,Executive,6.0,Low,3.0,Cat_4 +466352,Female,Yes,67,Yes,Doctor,1.0,Low,2.0,Cat_6 +466355,Male,No,30,Yes,Healthcare,0.0,Low,2.0,Cat_6 +466367,Female,No,39,Yes,Doctor,6.0,Low,1.0,Cat_2 +466370,Female,,52,Yes,Artist,0.0,Low,4.0,Cat_2 +466372,Female,Yes,57,Yes,Artist,0.0,Average,5.0,Cat_6 +466373,Male,Yes,63,Yes,Executive,1.0,High,1.0,Cat_6 +466376,Female,Yes,52,No,Homemaker,4.0,High,3.0,Cat_6 +466377,Male,Yes,61,Yes,,8.0,Average,2.0,Cat_6 +466380,Male,Yes,35,Yes,Entertainment,7.0,Low,2.0,Cat_6 +466381,Male,Yes,52,Yes,Artist,4.0,Average,2.0,Cat_6 +466382,Female,Yes,45,Yes,Engineer,2.0,High,2.0,Cat_4 +466387,Male,Yes,37,Yes,Entertainment,8.0,Average,2.0,Cat_6 +466389,Female,Yes,45,Yes,Engineer,1.0,Average,2.0,Cat_6 +466391,Female,Yes,55,Yes,Engineer,0.0,Average,,Cat_6 +466392,Female,Yes,49,Yes,Engineer,4.0,Average,,Cat_3 +466393,Female,Yes,42,No,Entertainment,1.0,Low,6.0,Cat_3 +466395,Female,Yes,39,Yes,Doctor,3.0,High,2.0,Cat_4 +466397,Male,No,18,No,Healthcare,0.0,Low,3.0,Cat_3 +466400,Male,Yes,43,No,Artist,1.0,Average,3.0,Cat_3 +466401,Male,Yes,50,No,Executive,1.0,Average,4.0,Cat_6 +466402,Male,Yes,37,Yes,Artist,1.0,Average,4.0,Cat_6 +466404,Female,No,37,Yes,Engineer,1.0,Low,1.0,Cat_6 +466406,Male,Yes,63,Yes,Entertainment,0.0,Low,3.0,Cat_6 +466408,Male,Yes,83,Yes,Lawyer,1.0,Low,2.0,Cat_3 +466411,Male,Yes,55,Yes,Artist,1.0,Average,3.0,Cat_3 +466414,Male,Yes,71,Yes,Artist,1.0,Low,3.0,Cat_6 +466418,Male,Yes,87,No,Lawyer,1.0,Low,1.0,Cat_4 +466419,Female,Yes,49,Yes,Entertainment,2.0,Average,5.0,Cat_3 +466422,Male,Yes,27,No,Doctor,0.0,Low,4.0,Cat_4 +466427,Female,Yes,25,No,Marketing,1.0,Low,4.0,Cat_4 +466429,Male,Yes,42,No,Healthcare,0.0,Low,2.0,Cat_3 +466443,Female,Yes,66,Yes,Artist,4.0,Low,2.0,Cat_6 +466450,Female,No,32,Yes,Healthcare,1.0,Low,1.0,Cat_6 +466455,Female,Yes,32,Yes,Doctor,4.0,Low,2.0,Cat_6 +466456,Female,Yes,37,No,Doctor,8.0,Low,1.0,Cat_2 +466457,Female,Yes,62,,Lawyer,9.0,Low,5.0,Cat_6 +466463,Female,No,33,Yes,Healthcare,3.0,Low,4.0,Cat_4 +466464,Female,Yes,45,Yes,Homemaker,2.0,Average,2.0,Cat_3 +466466,Female,,18,No,Healthcare,5.0,Low,5.0,Cat_3 +466467,Female,Yes,37,Yes,Artist,0.0,Average,3.0,Cat_3 +466468,Male,No,30,Yes,Doctor,4.0,Low,4.0,Cat_3 +466474,Male,No,31,Yes,Entertainment,5.0,Low,3.0,Cat_6 +466478,Female,Yes,48,Yes,Artist,0.0,Average,4.0,Cat_3 +466483,Male,No,31,Yes,Healthcare,,Low,1.0,Cat_3 +466486,Female,Yes,36,Yes,Doctor,8.0,Low,2.0,Cat_4 +466488,Male,Yes,61,Yes,Entertainment,0.0,Average,6.0,Cat_6 +466490,Female,Yes,83,No,Lawyer,0.0,High,2.0,Cat_6 +466493,Male,Yes,77,No,Lawyer,1.0,High,2.0,Cat_6 +466500,Female,Yes,46,Yes,Artist,3.0,High,3.0,Cat_4 +466501,Male,Yes,48,Yes,Engineer,0.0,Average,3.0,Cat_3 +466502,Male,No,19,No,Healthcare,0.0,Low,5.0,Cat_3 +466516,Male,No,21,No,Healthcare,1.0,Low,3.0,Cat_6 +466517,Female,No,40,No,Engineer,,Low,1.0,Cat_6 +466526,Male,No,27,No,Healthcare,0.0,Low,5.0,Cat_2 +466527,Female,Yes,49,No,Marketing,0.0,Low,1.0,Cat_5 +466530,Male,No,19,No,Healthcare,1.0,Low,4.0, +466533,Female,No,53,Yes,Entertainment,1.0,Low,1.0,Cat_6 +466535,Male,No,29,Yes,Artist,8.0,Low,1.0,Cat_6 +466536,Male,No,23,No,Healthcare,3.0,Low,4.0,Cat_4 +466538,Male,Yes,84,Yes,Lawyer,1.0,High,2.0,Cat_6 +466541,Male,No,38,Yes,Entertainment,0.0,Low,4.0,Cat_6 +466543,Male,No,26,Yes,Doctor,11.0,Low,2.0,Cat_7 +466545,Female,No,19,No,Healthcare,1.0,Low,4.0,Cat_2 +466550,Female,,22,No,Healthcare,1.0,Low,4.0,Cat_6 +466552,Male,Yes,20,No,Entertainment,0.0,Low,2.0,Cat_6 +466553,Male,Yes,36,Yes,Healthcare,0.0,Low,3.0,Cat_6 +466556,Male,No,18,No,Healthcare,1.0,Low,3.0,Cat_6 +466562,Female,No,20,No,Healthcare,7.0,Low,4.0,Cat_6 +466564,Female,No,18,No,Marketing,1.0,Low,4.0,Cat_6 +466565,Male,Yes,32,No,Artist,7.0,Average,2.0,Cat_6 +466576,Female,No,18,No,Healthcare,0.0,Low,4.0,Cat_6 +466586,Male,No,18,No,Healthcare,0.0,Low,2.0,Cat_6 +466588,Female,No,21,No,Healthcare,8.0,Low,4.0,Cat_6 +466596,Female,Yes,75,Yes,Artist,1.0,High,2.0,Cat_6 +466603,Male,Yes,37,Yes,Engineer,0.0,Average,2.0,Cat_6 +466606,Female,Yes,35,Yes,Engineer,1.0,Low,3.0,Cat_3 +466613,Male,No,20,No,Healthcare,9.0,Low,3.0,Cat_6 +466623,Male,Yes,58,,Entertainment,2.0,Average,4.0,Cat_3 +466628,Male,No,33,No,Healthcare,8.0,Low,4.0, +466631,Male,Yes,58,Yes,Artist,0.0,Low,3.0,Cat_6 +466634,Male,No,20,No,Healthcare,1.0,Low,5.0,Cat_6 +466635,Male,Yes,50,Yes,Artist,4.0,Average,2.0,Cat_6 +466644,Female,No,51,Yes,Homemaker,0.0,Low,,Cat_6 +466650,Female,No,27,No,Healthcare,8.0,Low,3.0,Cat_4 +466652,Female,Yes,58,Yes,Doctor,1.0,Average,2.0,Cat_6 +466655,Male,Yes,62,No,Executive,1.0,Low,2.0,Cat_6 +466656,Male,Yes,79,Yes,Marketing,0.0,High,2.0,Cat_6 +466658,Female,No,19,No,Healthcare,1.0,Low,4.0,Cat_6 +466662,Female,No,33,No,Engineer,0.0,Low,,Cat_4 +466665,Male,Yes,36,Yes,Artist,1.0,Average,2.0,Cat_6 +466666,Female,Yes,29,Yes,Healthcare,1.0,Low,2.0,Cat_6 +466671,Female,,28,No,Healthcare,3.0,Low,3.0,Cat_2 +466686,Female,No,22,No,Healthcare,0.0,Low,4.0,Cat_6 +466687,Male,No,21,No,Healthcare,1.0,Low,3.0,Cat_6 +466688,Male,No,22,No,Healthcare,0.0,Low,3.0,Cat_4 +466689,Male,No,28,Yes,Artist,9.0,Low,3.0,Cat_6 +466696,Female,Yes,48,Yes,Artist,3.0,Average,4.0,Cat_6 +466704,Male,Yes,48,Yes,Doctor,3.0,Average,2.0,Cat_6 +466705,Male,Yes,66,No,Lawyer,0.0,Low,3.0,Cat_6 +466707,Female,Yes,47,Yes,Homemaker,1.0,Low,4.0,Cat_6 +466713,Female,Yes,68,Yes,Artist,1.0,High,4.0,Cat_6 +466718,Male,Yes,73,,Executive,0.0,High,2.0,Cat_6 +466720,Female,Yes,59,No,Lawyer,0.0,Low,1.0,Cat_2 +466721,Male,Yes,38,Yes,Doctor,7.0,Average,2.0,Cat_6 +466725,Female,Yes,76,No,Lawyer,1.0,High,2.0,Cat_6 +466731,Female,Yes,40,Yes,Engineer,3.0,Low,2.0,Cat_4 +466732,Female,Yes,49,Yes,Engineer,0.0,High,2.0,Cat_4 +466733,Female,No,33,No,Homemaker,0.0,Low,,Cat_4 +466735,Male,No,18,No,Healthcare,1.0,Low,,Cat_6 +466746,Female,Yes,69,Yes,Lawyer,0.0,High,2.0,Cat_6 +466749,Male,No,22,,Healthcare,1.0,Low,5.0,Cat_3 +466750,Female,No,18,,Healthcare,0.0,Low,3.0,Cat_3 +466751,Female,No,20,,Healthcare,1.0,Low,4.0,Cat_6 +466752,Male,Yes,36,Yes,Healthcare,1.0,Low,1.0,Cat_6 +466753,Female,Yes,67,Yes,Artist,0.0,Average,2.0,Cat_3 +466754,Female,Yes,37,Yes,Artist,1.0,Average,3.0,Cat_6 +466759,Female,No,26,No,Healthcare,2.0,Low,,Cat_6 +466760,Male,Yes,51,Yes,Doctor,1.0,Average,4.0,Cat_6 +466765,Female,Yes,67,Yes,Lawyer,1.0,Low,2.0,Cat_6 +466769,Female,No,29,Yes,Entertainment,1.0,Low,4.0,Cat_6 +466775,Female,Yes,76,Yes,Lawyer,0.0,Low,2.0,Cat_6 +466776,Male,Yes,86,Yes,Lawyer,0.0,Low,1.0,Cat_6 +466777,Female,Yes,51,Yes,Homemaker,9.0,Average,2.0,Cat_6 +466778,Male,Yes,35,Yes,Entertainment,1.0,Low,2.0,Cat_3 +466788,Male,No,30,No,Doctor,3.0,Low,2.0,Cat_6 +466790,Male,Yes,47,Yes,Doctor,0.0,Average,2.0,Cat_3 +466791,Male,Yes,81,No,Lawyer,0.0,Low,1.0,Cat_6 +466792,Female,Yes,85,No,Lawyer,0.0,Low,1.0,Cat_6 +466795,Male,,60,Yes,Entertainment,,Average,5.0,Cat_6 +466799,Female,No,21,No,Healthcare,2.0,Low,3.0,Cat_6 +466802,Female,,40,Yes,Engineer,0.0,Low,1.0,Cat_6 +466804,Female,,35,Yes,Homemaker,4.0,Low,1.0,Cat_3 +466807,Female,,35,Yes,Healthcare,0.0,Low,1.0,Cat_4 +466808,Female,No,41,No,Engineer,1.0,Low,1.0,Cat_6 +466810,Male,No,18,No,Healthcare,0.0,Low,3.0,Cat_6 +466811,Male,No,22,No,Healthcare,0.0,Low,,Cat_4 +466813,Male,Yes,61,Yes,Artist,0.0,Low,,Cat_6 +466814,Male,No,23,No,Healthcare,0.0,Low,3.0,Cat_6 +466815,Male,No,31,No,Healthcare,1.0,Low,5.0,Cat_4 +466816,Male,Yes,82,Yes,Lawyer,0.0,High,2.0,Cat_6 +466818,Male,Yes,84,No,Executive,1.0,High,2.0,Cat_6 +466826,Male,Yes,41,Yes,Entertainment,1.0,Low,2.0,Cat_6 +466832,Female,Yes,66,Yes,Artist,0.0,Average,2.0,Cat_4 +466833,Male,Yes,57,Yes,Artist,5.0,Low,2.0,Cat_6 +466846,Male,No,20,No,Healthcare,3.0,Low,4.0,Cat_2 +466863,Female,No,32,No,Homemaker,14.0,Low,1.0,Cat_6 +466867,Female,No,29,No,Homemaker,11.0,Low,1.0,Cat_6 +466871,Male,Yes,36,Yes,Executive,,High,4.0,Cat_6 +466874,Male,Yes,38,Yes,Entertainment,1.0,Average,3.0,Cat_6 +466884,Female,Yes,43,No,Doctor,1.0,Low,1.0,Cat_6 +466886,Female,No,42,No,Marketing,1.0,Low,1.0,Cat_6 +466891,Female,Yes,48,No,Homemaker,8.0,Low,1.0,Cat_6 +466905,Male,Yes,62,Yes,Artist,0.0,Low,1.0,Cat_6 +466906,Male,No,63,Yes,Artist,0.0,Low,2.0,Cat_6 +466908,Male,Yes,60,Yes,Entertainment,1.0,Low,2.0,Cat_6 +466909,Male,Yes,63,Yes,Artist,1.0,Low,2.0,Cat_6 +466910,Male,Yes,62,Yes,Entertainment,9.0,Low,1.0,Cat_6 +466917,Male,Yes,40,No,Executive,4.0,Low,,Cat_6 +466918,Male,Yes,63,Yes,Artist,0.0,Average,1.0,Cat_6 +466920,Male,No,19,No,Healthcare,6.0,Low,4.0,Cat_3 +466923,Female,No,21,No,Homemaker,8.0,Low,1.0,Cat_6 +466926,Male,No,21,No,Healthcare,1.0,Low,,Cat_6 +466927,Male,No,22,No,Engineer,6.0,Low,5.0,Cat_2 +466936,Male,Yes,60,No,Lawyer,1.0,High,3.0,Cat_6 +466938,Male,Yes,59,Yes,Artist,8.0,Low,1.0,Cat_6 +466939,Male,Yes,73,No,Lawyer,1.0,High,2.0,Cat_6 +466951,Female,Yes,52,Yes,Artist,0.0,High,3.0,Cat_6 +466954,Female,Yes,66,No,Doctor,9.0,Average,2.0,Cat_6 +466955,Male,Yes,61,No,Entertainment,1.0,Low,4.0,Cat_3 +466956,Female,Yes,61,Yes,Artist,1.0,Low,1.0,Cat_6 +466961,Female,Yes,61,Yes,Artist,2.0,Average,2.0,Cat_6 +466966,Male,Yes,59,Yes,Entertainment,1.0,Average,2.0,Cat_6 +466967,Male,Yes,51,Yes,Artist,1.0,Low,1.0,Cat_6 +466970,Female,Yes,36,Yes,Homemaker,9.0,Low,2.0,Cat_4 +466971,Male,No,71,Yes,Executive,9.0,Low,3.0,Cat_6 +466975,Male,Yes,48,Yes,Artist,1.0,Average,2.0,Cat_6 +466990,Male,Yes,43,Yes,Entertainment,9.0,Average,2.0,Cat_6 +466996,Female,No,36,Yes,Artist,9.0,Low,1.0,Cat_6 +466998,Female,Yes,57,No,Artist,,Average,3.0,Cat_6 +466999,Male,No,33,Yes,Healthcare,1.0,Low,3.0,Cat_6 +467000,Female,No,31,Yes,Artist,1.0,Low,6.0,Cat_4 +467008,Male,Yes,57,Yes,Artist,1.0,Average,3.0,Cat_6 +467009,Female,No,33,No,Homemaker,2.0,Low,4.0,Cat_3 +467022,Male,No,30,Yes,Artist,1.0,Low,5.0,Cat_6 +467023,Male,Yes,26,No,Doctor,8.0,Average,2.0,Cat_6 +467025,Female,No,29,No,Engineer,1.0,Low,3.0,Cat_6 +467044,Female,No,42,Yes,Marketing,0.0,Low,1.0,Cat_7 +467046,Female,No,30,No,Doctor,0.0,Low,5.0,Cat_3 +467050,Female,No,18,No,Engineer,1.0,Low,5.0,Cat_2 +467053,Male,No,18,No,Healthcare,5.0,Low,4.0,Cat_6 +467058,Male,Yes,80,No,Executive,0.0,High,2.0,Cat_6 +467060,Male,No,35,No,Engineer,7.0,Low,2.0,Cat_6 +467063,Male,Yes,45,Yes,Entertainment,1.0,Average,2.0,Cat_6 +467073,Male,No,42,Yes,Engineer,8.0,Low,1.0,Cat_6 +467078,Female,Yes,26,No,Healthcare,,High,2.0,Cat_7 +467079,Male,Yes,38,Yes,Artist,1.0,Low,2.0,Cat_6 +467084,Male,Yes,41,Yes,Artist,1.0,Average,7.0,Cat_6 +467085,Male,No,45,Yes,Entertainment,1.0,Low,2.0,Cat_6 +467088,Male,Yes,57,Yes,Artist,1.0,Low,1.0,Cat_3 +467092,Female,No,33,Yes,Healthcare,5.0,Low,4.0,Cat_6 +467093,Female,Yes,51,Yes,Artist,8.0,Average,2.0,Cat_6 +467098,Male,Yes,85,No,Executive,1.0,Low,2.0,Cat_6 +467099,Female,No,30,No,Entertainment,0.0,Low,3.0,Cat_6 +467107,Male,Yes,38,Yes,Engineer,1.0,Average,3.0,Cat_4 +467111,Male,Yes,66,Yes,Artist,1.0,Low,1.0,Cat_6 +467112,Male,No,40,Yes,Artist,0.0,Low,2.0,Cat_2 +467113,Male,Yes,83,Yes,Lawyer,,Low,1.0,Cat_6 +467114,Male,Yes,61,Yes,Marketing,1.0,Average,3.0,Cat_6 +467116,Male,Yes,65,Yes,Executive,1.0,High,2.0,Cat_6 +467119,Male,Yes,37,No,Marketing,0.0,High,4.0,Cat_7 +467121,Male,Yes,47,Yes,Doctor,0.0,Low,,Cat_6 +467125,Male,Yes,51,No,Entertainment,1.0,Average,4.0,Cat_3 +467127,Male,Yes,73,No,Lawyer,,Low,1.0,Cat_6 +467129,Female,,49,No,Marketing,1.0,Average,3.0,Cat_4 +467132,Female,Yes,73,Yes,Engineer,0.0,Low,2.0,Cat_6 +467136,Male,Yes,37,No,Entertainment,1.0,Average,4.0,Cat_4 +467137,Female,Yes,55,Yes,Engineer,0.0,Low,1.0,Cat_6 +467138,Female,No,32,No,Homemaker,12.0,Low,1.0,Cat_6 +467139,Female,No,28,Yes,Artist,0.0,Low,3.0,Cat_6 +467143,Female,No,50,No,Lawyer,0.0,Low,3.0,Cat_6 +467144,Male,Yes,38,Yes,Entertainment,1.0,Low,2.0,Cat_6 +467146,Female,No,28,No,Homemaker,8.0,Low,1.0,Cat_6 +467147,Male,No,46,Yes,Entertainment,1.0,Low,1.0,Cat_6 +467153,Female,Yes,47,Yes,Artist,0.0,Low,,Cat_6 +467157,Male,Yes,39,Yes,Executive,8.0,High,6.0,Cat_7 +467158,Female,No,26,No,Healthcare,1.0,Low,,Cat_6 +467159,Female,Yes,37,Yes,Homemaker,9.0,High,2.0,Cat_6 +467160,Male,Yes,43,No,,1.0,Average,2.0,Cat_3 +467165,Female,No,27,No,Homemaker,,Low,1.0,Cat_6 +467167,Male,Yes,69,Yes,Artist,1.0,Average,,Cat_3 +467168,Male,Yes,47,Yes,Artist,9.0,Average,2.0,Cat_1 +467172,Male,No,36,,Artist,9.0,Low,2.0,Cat_6 +467180,Male,Yes,43,Yes,Healthcare,1.0,Low,3.0,Cat_3 +467183,Male,Yes,42,Yes,Entertainment,3.0,Average,4.0,Cat_6 +467185,Male,No,29,Yes,Artist,0.0,Low,3.0,Cat_6 +467189,Female,Yes,45,Yes,Artist,1.0,High,4.0,Cat_6 +467193,Male,Yes,88,Yes,Artist,1.0,Low,2.0,Cat_6 +467201,Female,No,33,Yes,Engineer,,Low,5.0,Cat_7 +467202,Male,Yes,18,No,Doctor,0.0,Low,4.0,Cat_6 +467208,Female,Yes,41,Yes,Homemaker,,High,2.0,Cat_6 +467212,Female,No,28,Yes,Doctor,1.0,Low,3.0,Cat_6 +467216,Female,No,30,Yes,Entertainment,0.0,Low,1.0,Cat_6 +467217,Female,Yes,79,Yes,Lawyer,,High,2.0,Cat_6 +467218,Female,No,27,Yes,Artist,8.0,Low,1.0,Cat_6 +467223,Female,Yes,53,Yes,Engineer,0.0,Average,4.0,Cat_6 +467227,Female,No,43,Yes,Artist,14.0,Low,1.0,Cat_4 +467230,Male,No,19,No,Healthcare,1.0,Low,4.0,Cat_6 +467232,Male,No,26,No,Entertainment,1.0,Low,2.0,Cat_6 +467233,Female,No,67,No,Artist,1.0,Low,2.0,Cat_6 +467235,Female,No,32,Yes,Artist,1.0,Low,2.0,Cat_5 +467238,Female,No,26,No,Doctor,7.0,Low,4.0,Cat_6 +467239,Female,No,29,No,Engineer,0.0,Low,3.0,Cat_6 +467241,Female,No,33,Yes,Artist,9.0,Low,1.0,Cat_6 +467242,Male,No,22,No,Doctor,0.0,Low,3.0,Cat_6 +467247,Female,No,27,No,Engineer,0.0,Low,2.0,Cat_6 +467256,Male,No,30,No,Healthcare,1.0,Low,4.0,Cat_2 +467260,Male,No,25,No,Doctor,8.0,Low,4.0,Cat_6 +467263,Female,No,32,No,Marketing,,Low,1.0,Cat_4 +467268,Male,Yes,85,Yes,Lawyer,,Low,1.0,Cat_6 +467275,Male,No,29,Yes,Healthcare,,Low,,Cat_6 +467281,Male,Yes,56,Yes,Lawyer,0.0,Low,4.0,Cat_6 +467283,Male,Yes,52,Yes,Artist,0.0,Average,3.0,Cat_2 +467288,Female,No,25,No,Healthcare,,Low,5.0,Cat_6 +467296,Female,Yes,65,Yes,Artist,,Average,2.0,Cat_3 +467300,Female,Yes,49,Yes,Artist,1.0,Low,1.0,Cat_6 +467301,Female,Yes,73,No,Lawyer,1.0,Low,2.0,Cat_6 +467303,Male,Yes,36,Yes,Doctor,2.0,Average,2.0,Cat_6 +467309,Female,No,36,Yes,Engineer,4.0,Low,1.0,Cat_7 +467311,Male,Yes,71,Yes,Lawyer,1.0,High,3.0,Cat_6 +467312,Female,Yes,55,Yes,Artist,0.0,Low,2.0,Cat_6 +467313,Male,Yes,35,Yes,Entertainment,1.0,Average,2.0,Cat_6 +467314,Male,Yes,41,No,Artist,0.0,Average,2.0,Cat_6 +467317,Male,No,42,Yes,Artist,1.0,Low,1.0,Cat_2 +467318,Male,Yes,35,Yes,Doctor,,Low,2.0,Cat_6 +467322,Female,Yes,48,Yes,Artist,1.0,Average,2.0,Cat_1 +467325,Female,Yes,73,Yes,Lawyer,1.0,High,2.0,Cat_6 +467329,Female,No,40,Yes,Doctor,1.0,Low,1.0,Cat_6 +467338,Female,No,29,Yes,Healthcare,3.0,Low,6.0,Cat_6 +467339,Male,,62,Yes,Artist,1.0,Average,3.0,Cat_6 +467344,Male,Yes,89,Yes,Lawyer,0.0,Low,2.0,Cat_6 +467345,Male,Yes,86,Yes,Lawyer,0.0,Low,1.0,Cat_6 +467346,Male,Yes,38,Yes,Artist,0.0,Average,3.0,Cat_6 +467352,Male,Yes,45,Yes,Executive,0.0,High,4.0,Cat_6 +467355,Male,No,26,No,Healthcare,0.0,Low,4.0,Cat_6 +467357,Male,Yes,55,Yes,,1.0,Low,2.0,Cat_6 +467358,Female,Yes,52,Yes,Artist,1.0,Average,5.0,Cat_6 +467359,Male,Yes,43,Yes,Artist,5.0,Average,2.0,Cat_6 +467365,Male,No,35,Yes,Artist,1.0,Low,1.0,Cat_6 +467367,Male,Yes,73,Yes,Lawyer,1.0,Low,2.0,Cat_6 +467369,Male,No,41,Yes,Artist,4.0,Low,3.0,Cat_6 +467373,Male,No,27,Yes,Healthcare,,Low,1.0,Cat_6 +467375,Male,Yes,35,Yes,Entertainment,6.0,Low,3.0,Cat_6 +467378,Female,Yes,63,Yes,Artist,0.0,Average,2.0,Cat_6 +467384,Male,No,41,Yes,,,Low,1.0,Cat_6 +467385,Male,No,53,No,Artist,1.0,Low,,Cat_4 +467389,Male,No,42,No,Engineer,0.0,Low,,Cat_6 +467393,Female,Yes,46,Yes,Artist,0.0,Average,4.0,Cat_6 +467398,Male,Yes,38,No,Entertainment,0.0,Low,2.0,Cat_6 +467399,Male,Yes,25,Yes,Doctor,1.0,Low,3.0,Cat_6 +467403,Female,Yes,40,Yes,Artist,7.0,Average,3.0,Cat_4 +467410,Female,Yes,55,Yes,Lawyer,1.0,Low,2.0,Cat_6 +467415,Female,No,29,Yes,Healthcare,0.0,Low,1.0,Cat_6 +467419,Female,Yes,39,Yes,Artist,2.0,Low,1.0,Cat_6 +467421,Male,Yes,50,No,Doctor,1.0,Average,3.0,Cat_6 +467422,Female,Yes,61,Yes,Artist,1.0,Average,2.0,Cat_6 +467423,Male,Yes,56,Yes,Artist,0.0,Low,1.0,Cat_6 +467434,Male,No,40,Yes,Entertainment,1.0,Low,3.0,Cat_1 +467437,Female,Yes,86,Yes,Lawyer,0.0,High,2.0,Cat_6 +467438,Male,No,27,No,Entertainment,5.0,Low,3.0,Cat_6 +467441,Male,No,35,Yes,Artist,,Low,1.0,Cat_6 +467442,Male,Yes,56,Yes,Artist,,Average,2.0,Cat_6 +467444,Female,Yes,36,Yes,Artist,,Low,2.0,Cat_6 +467445,Male,Yes,32,No,Doctor,9.0,Low,2.0,Cat_2 +467449,Female,Yes,85,Yes,Lawyer,1.0,Low,2.0,Cat_6 +467451,Female,Yes,51,Yes,Artist,0.0,Low,1.0,Cat_1 +467455,Female,No,41,Yes,Artist,8.0,Low,2.0,Cat_6 +467456,Male,Yes,42,No,Executive,5.0,High,4.0,Cat_6 +467457,Female,No,30,Yes,Marketing,0.0,Low,6.0,Cat_6 +467459,Male,Yes,42,Yes,Executive,,High,5.0,Cat_6 +467463,Female,Yes,42,Yes,Artist,9.0,Average,3.0,Cat_6 +467468,Female,No,25,No,Healthcare,,Low,5.0,Cat_7 +467472,Male,Yes,60,Yes,Executive,4.0,High,4.0,Cat_6 +467474,Male,No,18,No,Healthcare,2.0,Low,5.0,Cat_6 +467479,Male,Yes,36,Yes,Executive,0.0,Average,4.0,Cat_6 +467481,Male,Yes,49,Yes,Artist,0.0,Average,2.0,Cat_6 +467482,Male,Yes,42,Yes,Executive,1.0,High,3.0,Cat_6 +467487,Male,Yes,42,No,Artist,1.0,Average,5.0,Cat_4 +467488,Female,Yes,39,Yes,Entertainment,,Average,2.0,Cat_2 +467492,Female,Yes,62,Yes,Doctor,1.0,Low,2.0,Cat_7 +467493,Male,Yes,47,Yes,Executive,0.0,High,4.0, +467499,Male,Yes,39,Yes,Artist,,Low,3.0,Cat_6 +467500,Female,Yes,25,Yes,Artist,3.0,High,2.0,Cat_6 +467503,Female,No,27,Yes,Artist,1.0,Low,4.0,Cat_6 +467504,Female,,31,No,Doctor,0.0,Low,4.0,Cat_6 +467505,Male,Yes,36,Yes,Artist,0.0,Low,4.0,Cat_6 +467510,Male,Yes,51,Yes,Entertainment,3.0,Low,3.0,Cat_6 +467511,Male,Yes,63,Yes,Entertainment,,Low,1.0,Cat_6 +467514,Male,No,40,Yes,Artist,,Low,4.0,Cat_6 +467518,Male,No,22,No,Doctor,1.0,Low,,Cat_6 +467532,Male,Yes,52,Yes,Artist,9.0,Low,1.0,Cat_6 +467533,Male,Yes,89,Yes,Lawyer,4.0,Low,1.0,Cat_6 +467537,Female,Yes,65,No,Lawyer,,High,3.0,Cat_6 +467539,Male,Yes,48,Yes,Artist,,Average,4.0,Cat_7 +467540,Male,Yes,48,Yes,Healthcare,1.0,Average,4.0,Cat_6 +467542,Male,No,31,Yes,Healthcare,8.0,Low,1.0,Cat_6 +467557,Female,Yes,62,Yes,Artist,,Average,2.0,Cat_6 +467559,Male,Yes,58,Yes,Executive,0.0,Average,4.0,Cat_6 +467565,Male,Yes,60,Yes,Artist,0.0,Low,3.0,Cat_6 +467569,Male,No,19,No,Healthcare,,Low,4.0,Cat_6 +467570,Male,No,18,No,Healthcare,14.0,Low,,Cat_6 +467576,Male,Yes,48,Yes,Doctor,1.0,Average,3.0,Cat_6 +467579,Male,No,35,Yes,Doctor,5.0,Low,1.0,Cat_6 +467580,Male,No,27,Yes,Doctor,,Low,3.0,Cat_6 +467588,Male,Yes,60,Yes,Artist,0.0,Average,4.0,Cat_6 +467589,Male,No,32,No,Entertainment,0.0,Low,1.0,Cat_6 +467592,Male,Yes,40,Yes,Entertainment,7.0,Low,2.0,Cat_6 +467595,Female,No,25,Yes,Healthcare,0.0,Low,1.0,Cat_6 +467596,Male,Yes,42,No,Artist,1.0,Low,5.0,Cat_3 +467604,Male,No,26,No,Healthcare,8.0,Low,8.0,Cat_4 +467608,Male,No,27,Yes,Engineer,6.0,Low,1.0,Cat_6 +467609,Male,No,42,No,Artist,2.0,Low,4.0,Cat_6 +467610,Female,Yes,77,Yes,Lawyer,4.0,Low,1.0,Cat_6 +467612,Male,Yes,70,Yes,Executive,0.0,Low,,Cat_7 +467614,Male,Yes,36,No,Artist,4.0,Average,2.0,Cat_6 +467620,Male,Yes,57,Yes,Lawyer,6.0,Low,3.0,Cat_6 +467621,Male,Yes,76,Yes,Lawyer,1.0,Low,1.0,Cat_6 +467623,Male,Yes,77,Yes,,0.0,High,2.0,Cat_6 +467629,Male,Yes,52,Yes,Artist,1.0,Low,1.0,Cat_6 +467635,Female,No,35,Yes,Artist,9.0,Low,1.0,Cat_6 +467641,Male,Yes,43,Yes,Doctor,9.0,Average,2.0,Cat_6 +467643,Male,No,43,Yes,Artist,14.0,Low,1.0,Cat_3 +467654,Female,Yes,62,Yes,Artist,,High,4.0,Cat_6 +467657,Male,No,21,No,Healthcare,0.0,Low,4.0,Cat_3 +467658,Male,No,23,No,Healthcare,0.0,Low,4.0,Cat_3 +467659,Male,Yes,65,Yes,Entertainment,0.0,Average,2.0,Cat_6 +467664,Male,Yes,35,Yes,Executive,4.0,High,4.0,Cat_6 +467666,Male,Yes,48,Yes,Executive,4.0,High,3.0,Cat_6 +467667,Male,Yes,33,No,Doctor,9.0,Low,2.0,Cat_6 +467669,Male,Yes,82,No,Lawyer,1.0,High,2.0,Cat_6 +467673,Male,Yes,45,No,Executive,1.0,High,4.0,Cat_6 +467678,Male,No,56,No,Marketing,1.0,Low,2.0,Cat_6 +467679,Female,Yes,49,Yes,Artist,,Average,4.0,Cat_2 +467683,Male,Yes,30,Yes,Healthcare,8.0,High,3.0,Cat_2 +467684,Male,No,37,Yes,Healthcare,8.0,Low,3.0,Cat_2 +467685,Male,Yes,51,No,Marketing,0.0,High,6.0,Cat_4 +467693,Male,Yes,59,Yes,Entertainment,5.0,High,5.0,Cat_6 +467694,Male,Yes,56,Yes,Executive,0.0,High,2.0,Cat_6 +467699,Female,Yes,29,Yes,Doctor,0.0,Average,2.0,Cat_4 +467705,Male,Yes,31,Yes,Artist,,Low,2.0,Cat_6 +467706,Female,Yes,35,Yes,Artist,,Average,4.0,Cat_6 +467707,Male,Yes,89,Yes,Lawyer,7.0,High,2.0,Cat_6 +467710,Female,No,38,Yes,Artist,9.0,Low,4.0,Cat_6 +467715,Male,Yes,45,Yes,Executive,4.0,High,3.0,Cat_6 +467721,Male,No,37,Yes,Entertainment,0.0,Low,1.0,Cat_4 +467723,Male,Yes,74,No,Executive,1.0,Low,7.0,Cat_6 +467726,Male,Yes,82,Yes,Lawyer,0.0,High,2.0,Cat_6 +467727,Male,Yes,53,Yes,Artist,7.0,High,4.0,Cat_3 +467728,Female,Yes,43,No,Engineer,0.0,High,5.0,Cat_6 +467729,Male,Yes,62,Yes,Entertainment,2.0,Average,6.0,Cat_6 +467733,Male,Yes,56,No,Executive,8.0,High,3.0,Cat_6 +467734,Male,Yes,88,Yes,Lawyer,3.0,High,2.0,Cat_6 +467735,Male,No,28,Yes,Doctor,0.0,Low,2.0,Cat_6 +467737,Female,Yes,51,Yes,Entertainment,5.0,Average,2.0,Cat_6 +467739,Female,Yes,60,No,Artist,0.0,Average,4.0,Cat_6 +467740,Male,No,19,No,Healthcare,0.0,Low,3.0,Cat_6 +467741,Male,No,23,No,Healthcare,1.0,Low,3.0,Cat_4 +467749,Male,No,20,No,Healthcare,0.0,Low,9.0,Cat_7 +467763,Female,No,50,Yes,Artist,1.0,Low,1.0,Cat_2 +467767,Female,No,21,No,Marketing,4.0,Low,4.0,Cat_6 +467768,Male,Yes,62,Yes,Doctor,0.0,Average,2.0,Cat_6 +467769,Female,No,36,Yes,Doctor,1.0,Low,1.0,Cat_3 +467772,Female,No,31,No,Marketing,0.0,Low,2.0,Cat_6 +467779,Male,Yes,52,Yes,Doctor,4.0,Average,3.0,Cat_6 +467789,Male,No,20,No,Healthcare,1.0,Low,5.0,Cat_6 +467798,Female,No,23,No,,,Low,2.0,Cat_6 +467802,Female,Yes,48,Yes,Artist,1.0,High,5.0,Cat_6 +467803,Female,Yes,40,Yes,Entertainment,6.0,Average,2.0,Cat_6 +467806,Male,Yes,55,Yes,Artist,1.0,High,2.0,Cat_6 +467808,Female,Yes,62,Yes,Artist,1.0,Average,2.0,Cat_6 +467812,Male,No,48,Yes,Artist,0.0,Low,1.0,Cat_2 +467813,Male,Yes,36,Yes,Entertainment,1.0,Low,2.0,Cat_4 +467815,Female,Yes,73,Yes,Artist,0.0,Low,2.0,Cat_6 +467825,Female,No,23,No,Marketing,0.0,Low,8.0,Cat_6 +467828,Female,Yes,25,Yes,Artist,0.0,Average,2.0,Cat_2 +467838,Male,Yes,60,Yes,Artist,0.0,Average,2.0,Cat_6 +467848,Male,No,37,Yes,Artist,14.0,Low,1.0,Cat_6 +467849,Female,Yes,39,Yes,Doctor,0.0,Low,1.0,Cat_2 +467852,Female,No,39,Yes,Artist,12.0,Low,1.0,Cat_6 +467856,Male,Yes,58,Yes,Artist,0.0,Low,2.0,Cat_6 +467860,Female,No,33,Yes,Entertainment,0.0,Low,1.0,Cat_7 +467861,Female,No,29,No,Artist,,Low,4.0,Cat_4 +467864,Female,Yes,66,Yes,Lawyer,1.0,High,2.0,Cat_6 +467865,Female,No,40,Yes,Artist,2.0,Low,1.0,Cat_4 +467868,Female,Yes,66,Yes,Entertainment,0.0,High,2.0,Cat_6 +467876,Female,Yes,50,Yes,Artist,9.0,High,2.0,Cat_6 +467879,Female,Yes,51,Yes,Artist,,High,4.0,Cat_6 +467880,Female,Yes,50,Yes,Artist,0.0,Average,2.0,Cat_6 +467882,Female,No,39,Yes,Artist,1.0,Low,1.0,Cat_6 +467883,Female,Yes,46,Yes,Artist,0.0,Average,2.0,Cat_6 +467888,Male,No,29,No,Doctor,0.0,Low,4.0,Cat_6 +467891,Female,No,29,Yes,Doctor,0.0,Low,5.0,Cat_6 +467892,Male,No,23,No,Doctor,1.0,Low,5.0,Cat_6 +467894,Male,Yes,57,Yes,Artist,1.0,Average,2.0,Cat_6 +467895,Female,No,31,Yes,Healthcare,1.0,Low,4.0,Cat_6 +467898,Female,Yes,69,Yes,Artist,1.0,Low,1.0,Cat_6 +467901,Female,No,28,Yes,Entertainment,0.0,Low,4.0,Cat_6 +467904,Female,No,31,Yes,Artist,14.0,Low,1.0,Cat_6 +467905,Male,Yes,37,Yes,Executive,0.0,High,3.0,Cat_6 +467911,Male,Yes,58,Yes,Healthcare,0.0,Low,4.0,Cat_6 +467913,Male,Yes,48,Yes,Artist,3.0,Low,1.0,Cat_6 +467915,Female,No,18,No,Doctor,1.0,Low,4.0,Cat_6 +467917,Female,No,27,Yes,Healthcare,2.0,Low,4.0,Cat_1 +467927,Male,No,30,Yes,Doctor,8.0,Low,6.0,Cat_2 +467929,Female,Yes,36,Yes,Artist,1.0,Average,2.0,Cat_6 +467930,Male,Yes,45,Yes,Entertainment,4.0,Average,2.0,Cat_6 +467932,Female,No,26,No,Healthcare,1.0,Low,4.0,Cat_6 +467933,Female,No,23,No,Healthcare,0.0,Low,3.0,Cat_6 +467934,Female,No,42,Yes,Artist,0.0,Low,1.0,Cat_6 +467938,Male,Yes,46,Yes,Entertainment,5.0,Low,1.0,Cat_2 +467940,Female,No,27,No,Marketing,8.0,Low,4.0,Cat_2 +467946,Female,Yes,42,Yes,Artist,0.0,Low,2.0,Cat_6 +467948,Female,No,19,No,Healthcare,0.0,Low,3.0,Cat_6 +467949,Male,No,21,No,Healthcare,1.0,Low,4.0,Cat_4 +467950,Female,No,35,Yes,Entertainment,1.0,Low,2.0,Cat_6 +467954,Male,No,29,No,Healthcare,9.0,Low,4.0,Cat_6 +467958,Female,No,35,Yes,Doctor,1.0,Low,1.0,Cat_6 +467960,Female,No,53,Yes,Entertainment,,Low,2.0,Cat_6 +467961,Male,Yes,47,Yes,Executive,1.0,High,5.0,Cat_4 +467968,Female,No,43,Yes,Healthcare,9.0,Low,3.0,Cat_7