Upload 3 files

pre_deployment_mental_health_dataset_balanced.csv

@@ -0,0 +1,501 @@
+Soldier_ID,Age,Gender,Rank,Service_Years,Deployment_Count,Previous_Mental_Health_Issues,Sleep_Hours,Stress_Level,Anxiety_Score,Depression_Score,Physical_Fitness_Score,Social_Support_Score,Substance_Use,Combat_Training_Intensity,Family_Status,Risk_Level
+S0001,20,Female,E2,17,7,No,5.7,7,7,0,5.9,4.7,No,High,Single,Low
+S0002,35,Female,E2,18,3,No,10.1,7,20,23,6.6,9.4,No,Moderate,Married,Moderate
+S0003,29,Female,E3,12,1,No,8.1,4,10,25,3.8,6.9,No,High,Single,Moderate
+S0004,23,Male,E4,12,0,No,9.3,1,2,19,4.3,6.0,Yes,Low,Single,Low
+S0005,32,Male,O2,17,1,No,8.0,8,14,12,3.8,2.5,No,High,Engaged,Moderate
+S0006,34,Male,E4,14,2,No,6.5,2,19,1,8.2,7.2,No,Low,Single,Low
+S0007,27,Male,E4,15,0,No,6.8,10,7,19,7.4,7.9,Yes,Low,Single,Moderate
+S0008,20,Male,O2,13,1,Yes,6.8,6,13,27,7.1,3.8,Yes,Low,Married,High
+S0009,38,Male,E3,8,1,No,7.5,6,3,25,3.8,7.2,No,Moderate,Single,Moderate
+S0010,42,Male,E3,19,1,No,7.0,2,14,11,5.6,3.2,No,Moderate,Married,Low
+S0011,26,Male,E2,5,4,No,5.6,6,3,25,6.8,9.6,No,Moderate,Divorced,Low
+S0012,34,Male,E4,10,1,No,6.8,6,2,25,7.0,3.4,No,Moderate,Single,Moderate
+S0013,24,Male,O1,14,3,Yes,7.0,5,13,27,8.4,8.9,No,Moderate,Single,Moderate
+S0014,25,Male,E1,3,0,No,4.9,3,16,3,4.6,6.5,Yes,High,Single,Low
+S0015,31,Male,O3,6,1,No,8.2,8,18,21,7.8,7.0,No,Moderate,Single,Moderate
+S0016,32,Male,E4,17,2,No,6.6,2,19,5,7.1,6.8,Yes,High,Married,Low
+S0017,27,Male,E5,10,2,Yes,7.9,5,12,14,8.9,8.5,No,Low,Engaged,Low
+S0018,31,Female,E1,11,5,No,4.8,6,13,26,4.1,3.3,No,Moderate,Married,High
+S0019,23,Male,E2,17,3,No,5.3,6,4,7,3.9,2.1,No,Moderate,Engaged,Low
+S0020,43,Female,E1,7,3,No,8.0,4,1,13,5.5,6.2,No,Low,Married,Low
+S0021,22,Female,E5,13,2,Yes,8.1,3,13,20,8.0,7.5,Yes,Moderate,Divorced,Moderate
+S0022,36,Male,E2,6,0,Yes,6.0,9,15,15,4.9,5.3,No,Low,Married,Moderate
+S0023,25,Male,E1,8,0,Yes,6.3,4,20,19,5.3,9.2,No,Moderate,Divorced,Moderate
+S0024,30,Male,E4,2,1,No,7.4,6,13,25,8.5,2.4,No,Moderate,Single,Moderate
+S0025,41,Male,E1,6,3,Yes,4.4,7,1,19,8.4,4.9,No,Low,Engaged,Low
+S0026,24,Male,O2,5,6,No,6.6,5,20,16,6.1,6.0,No,High,Married,Moderate
+S0027,24,Male,E4,17,4,No,5.7,2,4,12,4.9,3.0,No,High,Married,Low
+S0028,44,Male,E5,11,5,Yes,6.8,1,15,1,9.1,9.4,No,Low,Married,Low
+S0029,38,Female,E2,7,1,Yes,1.9,5,10,12,8.9,9.2,Yes,Moderate,Married,Low
+S0030,34,Male,E3,4,0,No,6.6,6,18,21,3.6,4.7,No,High,Married,High
+S0031,26,Male,O1,15,2,No,7.1,10,17,18,4.1,6.2,Yes,Moderate,Single,Moderate
+S0032,42,Male,E1,9,0,No,5.8,1,1,13,4.3,8.5,Yes,Low,Married,Low
+S0033,20,Male,E3,9,1,No,7.7,9,9,7,3.1,2.0,No,High,Married,Low
+S0034,38,Male,O1,6,3,No,5.3,2,12,26,6.4,8.6,No,Low,Single,Moderate
+S0035,22,Male,E4,14,1,No,6.6,2,16,17,3.9,4.3,Yes,Moderate,Single,Moderate
+S0036,32,Male,E4,1,0,No,7.1,6,9,5,4.7,6.4,No,Low,Single,Low
+S0037,34,Female,O2,4,2,No,3.3,5,5,7,5.3,4.7,No,Moderate,Married,Low
+S0038,39,Male,E2,8,1,Yes,8.8,4,8,5,6.4,3.2,Yes,High,Engaged,Low
+S0039,33,Male,E3,11,3,No,5.9,1,19,25,5.3,7.7,No,Moderate,Single,Moderate
+S0040,38,Male,E5,8,2,No,5.6,9,6,15,7.4,3.4,No,Low,Married,Low
+S0041,35,Male,O1,9,2,No,7.3,6,18,1,5.1,3.2,Yes,Moderate,Married,Low
+S0042,26,Male,E4,1,1,No,7.1,5,0,3,5.2,2.8,Yes,High,Married,Low
+S0043,40,Male,E3,15,1,No,5.5,2,15,13,8.6,9.5,No,Low,Engaged,Low
+S0044,25,Male,O2,19,1,No,7.7,9,9,8,3.7,9.8,No,Moderate,Married,Low
+S0045,23,Male,E4,9,1,Yes,6.5,4,7,11,8.0,7.7,No,High,Married,Low
+S0046,20,Male,E5,17,3,Yes,7.2,9,13,11,5.8,6.6,Yes,High,Engaged,Moderate
+S0047,22,Female,E3,19,3,No,7.4,7,7,3,6.1,8.0,No,Low,Single,Low
+S0048,28,Male,E3,8,3,Yes,7.2,7,17,1,9.2,2.4,Yes,Moderate,Engaged,Low
+S0049,20,Male,E4,16,2,No,7.1,5,5,3,7.9,9.0,No,Moderate,Single,Low
+S0050,25,Female,E3,12,3,No,7.6,1,15,23,5.7,5.1,No,High,Married,Moderate
+S0051,43,Male,E2,3,1,No,6.2,7,10,22,7.1,3.1,No,Low,Married,Moderate
+S0052,44,Male,E1,19,2,Yes,6.5,9,6,25,8.2,9.4,No,Moderate,Single,Moderate
+S0053,39,Male,E4,1,2,No,5.1,6,5,16,3.2,6.0,Yes,Moderate,Married,Low
+S0054,38,Male,E4,16,1,No,6.4,5,0,10,7.9,9.8,No,Moderate,Married,Low
+S0055,37,Male,E3,9,2,No,6.6,1,1,7,8.6,5.0,No,Moderate,Married,Low
+S0056,30,Male,E2,18,2,No,5.8,6,8,16,6.8,9.8,No,High,Engaged,Low
+S0057,24,Male,O1,16,2,No,8.1,7,12,3,5.7,3.9,No,Moderate,Single,Low
+S0058,28,Male,E2,19,2,Yes,7.8,10,4,13,4.0,8.2,No,Moderate,Married,Low
+S0059,32,Male,E1,2,1,No,4.1,8,20,18,8.6,6.2,No,Low,Divorced,Moderate
+S0060,37,Male,E4,13,2,No,6.6,4,6,13,7.6,4.4,No,Moderate,Single,Low
+S0061,33,Male,E4,6,1,No,4.9,4,18,6,5.5,6.3,No,Moderate,Married,Low
+S0062,36,Male,E4,4,1,Yes,9.4,1,19,22,4.1,7.7,No,High,Married,Moderate
+S0063,42,Male,E3,12,3,No,6.6,9,8,7,7.2,8.8,No,High,Engaged,Low
+S0064,40,Male,E2,15,2,No,7.1,10,14,3,7.0,8.4,No,Moderate,Married,Low
+S0065,37,Female,E4,13,1,No,6.8,3,20,20,7.8,3.1,No,High,Single,Moderate
+S0066,43,Male,E4,9,3,Yes,6.7,8,15,23,5.9,4.3,Yes,Low,Single,High
+S0067,36,Male,E5,15,0,No,6.4,5,3,16,7.5,3.9,No,High,Married,Low
+S0068,42,Female,O1,13,0,No,6.5,9,6,14,4.2,5.1,No,Moderate,Single,Low
+S0069,38,Male,O1,16,1,No,6.9,5,14,25,4.1,6.2,No,Moderate,Married,Moderate
+S0070,23,Male,E4,12,2,No,5.2,1,8,24,3.4,3.0,Yes,Moderate,Single,Moderate
+S0071,23,Female,E3,10,1,No,7.6,2,15,14,8.7,4.1,Yes,Low,Single,Low
+S0072,44,Male,E4,5,3,Yes,7.8,8,1,14,5.2,5.6,No,High,Single,Low
+S0073,40,Male,E5,6,1,No,5.7,8,6,12,4.2,3.0,No,Moderate,Married,Low
+S0074,35,Male,E4,18,2,No,5.1,3,19,4,9.1,5.0,Yes,Low,Engaged,Low
+S0075,21,Male,E5,4,1,Yes,7.2,4,6,3,3.1,8.7,No,Low,Single,Low
+S0076,25,Male,E3,1,3,No,5.9,7,16,14,8.7,4.8,Yes,Moderate,Single,Moderate
+S0077,27,Male,E4,16,4,Yes,7.6,4,10,9,8.2,3.9,No,Low,Married,Low
+S0078,34,Male,E1,15,6,No,7.8,7,3,1,3.9,9.4,No,Moderate,Married,Low
+S0079,40,Male,E1,4,2,No,8.9,6,14,4,5.0,3.9,No,Low,Married,Low
+S0080,20,Male,E5,17,0,Yes,6.4,9,2,4,5.3,5.6,No,High,Single,Low
+S0081,25,Male,E3,8,2,No,7.5,2,6,7,5.9,2.3,No,Moderate,Single,Low
+S0082,34,Female,E3,6,1,No,6.4,3,17,6,3.2,2.7,No,Moderate,Married,Moderate
+S0083,33,Male,O2,19,0,No,7.7,8,10,22,7.1,4.5,No,Low,Single,Moderate
+S0084,20,Male,E4,14,2,No,8.0,8,9,9,3.8,6.5,No,Moderate,Married,Low
+S0085,20,Female,E1,10,2,No,6.6,2,18,9,9.2,3.2,No,Moderate,Single,Low
+S0086,28,Male,E4,7,0,No,6.1,6,1,14,7.9,5.1,No,Low,Married,Low
+S0087,36,Female,O2,8,0,Yes,5.7,6,3,6,5.2,9.9,Yes,Moderate,Married,Low
+S0088,28,Male,E4,12,1,No,7.2,1,11,24,5.2,3.9,No,Low,Single,Moderate
+S0089,31,Male,E1,4,5,Yes,5.7,5,9,21,3.8,7.8,Yes,Low,Single,Moderate
+S0090,36,Male,E2,16,2,Yes,6.5,10,4,6,6.4,7.1,No,Moderate,Married,Low
+S0091,24,Male,O2,15,5,No,5.3,1,15,7,8.7,9.0,No,High,Divorced,Low
+S0092,40,Male,O1,6,2,No,6.8,1,10,15,6.5,3.0,No,High,Married,Low
+S0093,37,Male,O1,4,1,No,5.0,5,1,9,6.1,7.6,Yes,Moderate,Engaged,Low
+S0094,36,Male,E5,5,2,No,5.9,9,4,23,4.7,8.3,No,High,Single,Moderate
+S0095,28,Male,E3,6,1,No,5.8,2,7,12,7.4,9.8,No,Low,Single,Low
+S0096,29,Male,O2,6,0,No,7.5,7,8,22,5.9,8.8,No,Moderate,Married,Moderate
+S0097,31,Male,E3,19,2,No,6.3,7,3,9,8.7,9.6,No,Low,Single,Low
+S0098,43,Male,E4,8,1,No,5.5,8,2,2,8.9,8.0,Yes,Low,Married,Low
+S0099,36,Female,O2,19,1,Yes,9.1,7,14,8,4.7,4.9,No,Moderate,Married,Low
+S0100,30,Male,O1,9,3,No,6.4,2,13,11,8.0,7.3,No,High,Single,Low
+S0101,27,Male,E4,13,0,No,7.1,3,20,6,5.0,2.3,Yes,Low,Single,Moderate
+S0102,32,Male,E3,7,1,No,6.7,10,14,15,8.8,6.7,No,Moderate,Single,Moderate
+S0103,43,Male,E1,4,2,No,5.6,1,11,21,8.0,5.9,Yes,High,Single,Low
+S0104,32,Male,O3,2,5,No,5.6,2,0,19,4.9,7.6,Yes,Low,Engaged,Low
+S0105,43,Male,E4,12,0,No,7.9,3,19,0,4.6,7.6,No,Low,Married,Low
+S0106,41,Male,E3,3,2,Yes,5.0,10,7,8,6.4,6.6,No,Moderate,Engaged,Low
+S0107,26,Male,E4,16,1,No,6.5,7,15,3,9.4,5.2,Yes,Moderate,Divorced,Low
+S0108,34,Male,O2,13,3,Yes,6.8,8,12,6,8.6,2.5,Yes,High,Divorced,Low
+S0109,38,Male,E3,6,1,No,5.2,9,16,18,5.1,2.6,No,High,Single,High
+S0110,36,Male,E5,3,2,No,6.1,2,13,15,6.9,4.6,No,High,Single,Low
+S0111,38,Female,E2,6,2,Yes,4.7,10,9,6,8.1,8.8,No,High,Single,Low
+S0112,42,Male,E4,5,3,No,6.3,2,14,26,8.3,8.6,No,High,Single,Moderate
+S0113,21,Male,E4,6,2,Yes,8.2,1,2,6,4.7,8.8,No,High,Married,Low
+S0114,28,Male,O2,4,2,No,6.6,9,7,16,4.0,2.1,Yes,High,Single,Moderate
+S0115,28,Male,O1,1,1,No,6.6,8,20,15,3.6,5.8,No,Low,Divorced,Moderate
+S0116,22,Male,E3,5,2,No,6.3,3,11,7,9.2,9.8,Yes,High,Married,Low
+S0117,44,Male,O2,8,4,No,7.0,4,9,4,4.8,3.4,No,Low,Single,Low
+S0118,39,Male,E1,9,1,No,5.9,9,20,13,3.5,2.0,No,Moderate,Single,High
+S0119,29,Male,E4,2,0,No,7.2,6,3,5,8.2,4.6,No,Moderate,Married,Low
+S0120,39,Male,E3,8,1,No,6.6,9,20,16,5.1,7.9,No,Low,Single,Moderate
+S0121,37,Male,E3,12,2,No,8.5,8,16,19,7.3,7.0,Yes,Moderate,Single,Moderate
+S0122,29,Male,E4,15,4,No,8.1,1,10,15,9.4,2.7,No,High,Single,Low
+S0123,37,Female,E3,5,4,No,4.8,4,19,3,9.2,6.8,No,High,Divorced,Low
+S0124,27,Male,E3,3,2,Yes,5.0,4,15,21,3.2,7.2,No,Moderate,Single,Moderate
+S0125,24,Male,E2,11,1,No,7.9,2,6,22,3.0,8.5,No,Low,Single,Low
+S0126,36,Male,O1,16,3,No,8.3,8,10,2,4.3,3.2,No,Moderate,Engaged,Low
+S0127,30,Male,E2,17,0,No,7.1,3,19,27,7.2,7.4,No,Moderate,Married,Moderate
+S0128,43,Male,E4,4,1,No,3.9,9,17,6,6.8,3.2,No,Moderate,Single,Moderate
+S0129,36,Male,E5,9,3,No,6.4,6,20,5,3.2,3.3,No,High,Single,Moderate
+S0130,37,Male,E1,4,2,No,6.7,3,16,21,6.0,2.7,No,Low,Married,Moderate
+S0131,21,Male,E1,11,2,Yes,4.9,8,10,9,4.5,7.0,No,Low,Engaged,Low
+S0132,23,Female,E5,14,1,Yes,7.3,6,13,24,3.1,6.9,No,Low,Single,Moderate
+S0133,33,Male,E2,8,1,No,6.8,1,6,5,4.5,3.4,No,Moderate,Divorced,Low
+S0134,39,Male,E5,7,1,Yes,5.5,6,13,5,5.1,6.0,Yes,Low,Single,Low
+S0135,39,Male,O1,2,3,No,5.9,1,16,24,5.2,9.4,No,Moderate,Single,Moderate
+S0136,32,Male,E3,7,1,Yes,4.6,6,13,20,4.6,5.7,No,Moderate,Married,Moderate
+S0137,44,Male,O2,16,3,Yes,5.6,7,0,25,7.2,8.9,No,Moderate,Married,Low
+S0138,32,Male,E4,11,0,No,7.1,1,11,3,6.0,4.5,No,Moderate,Married,Low
+S0139,30,Male,E4,8,2,No,6.8,3,5,3,5.2,7.3,No,Low,Married,Low
+S0140,39,Female,E4,7,3,No,5.3,5,1,0,3.4,3.9,Yes,Moderate,Single,Low
+S0141,20,Male,E3,7,5,Yes,5.3,5,19,6,9.4,2.7,Yes,High,Single,Low
+S0142,33,Male,E4,16,3,No,6.4,7,14,5,8.1,4.1,Yes,High,Divorced,Low
+S0143,43,Male,O3,13,3,No,4.8,10,14,17,9.2,7.7,No,High,Married,Moderate
+S0144,27,Male,E5,2,1,No,7.6,7,4,26,4.5,3.3,No,High,Single,Moderate
+S0145,33,Male,E2,1,2,Yes,5.6,7,14,9,5.2,3.5,No,Low,Engaged,Moderate
+S0146,36,Male,E4,7,2,Yes,6.6,8,5,23,3.9,9.0,No,High,Single,Moderate
+S0147,34,Male,E3,13,1,Yes,5.1,5,5,10,6.5,3.9,No,Moderate,Single,Low
+S0148,22,Male,E2,6,2,No,5.5,4,7,17,3.2,3.8,Yes,Moderate,Married,Moderate
+S0149,25,Male,E3,17,1,No,7.3,7,1,26,9.0,3.5,No,Moderate,Single,Moderate
+S0150,42,Female,E4,10,3,Yes,6.1,7,18,26,4.1,9.4,No,High,Divorced,High
+S0151,23,Female,O1,3,2,No,6.6,5,13,18,9.3,7.0,No,Moderate,Engaged,Low
+S0152,20,Male,E5,15,3,No,5.2,1,9,26,3.6,6.1,Yes,Low,Single,Moderate
+S0153,39,Male,E5,9,1,Yes,4.0,10,11,1,5.2,4.9,Yes,Moderate,Married,Low
+S0154,32,Male,E4,8,2,No,5.5,1,20,2,4.9,6.4,Yes,Moderate,Married,Low
+S0155,25,Male,E2,16,2,No,5.9,4,0,4,8.0,6.1,Yes,Low,Single,Low
+S0156,42,Female,O1,16,0,No,4.2,10,1,19,8.1,6.6,Yes,Low,Single,Low
+S0157,38,Female,E5,4,1,No,7.2,7,14,24,9.5,4.4,No,Moderate,Single,Moderate
+S0158,42,Male,O2,3,3,No,7.0,7,4,4,4.2,2.9,No,Low,Single,Low
+S0159,44,Male,E4,8,1,Yes,4.4,3,17,3,6.2,4.4,Yes,Moderate,Single,Low
+S0160,20,Female,E2,4,3,No,5.3,9,16,16,9.5,6.2,Yes,Moderate,Single,Moderate
+S0161,40,Male,O1,6,2,Yes,6.6,1,4,6,7.7,6.8,No,Moderate,Divorced,Low
+S0162,39,Male,E3,15,0,No,7.2,5,11,22,6.8,4.7,Yes,High,Married,Moderate
+S0163,37,Female,O1,8,2,Yes,6.2,7,3,17,4.3,3.9,No,Moderate,Married,Low
+S0164,41,Male,E3,3,0,Yes,7.4,8,19,6,3.9,3.0,No,Low,Single,Moderate
+S0165,29,Female,E5,8,3,No,6.7,4,6,15,7.2,6.8,Yes,Moderate,Married,Low
+S0166,35,Male,E4,3,2,No,4.7,3,18,8,6.1,9.1,No,Moderate,Married,Low
+S0167,21,Male,E3,3,1,No,8.8,8,15,25,7.6,2.6,No,Moderate,Single,High
+S0168,25,Male,E2,17,2,No,6.6,4,2,1,7.3,9.8,Yes,Moderate,Married,Low
+S0169,43,Female,E3,14,3,Yes,8.3,6,15,15,6.8,2.2,No,High,Married,Moderate
+S0170,23,Male,E4,19,2,No,8.0,7,9,5,6.9,3.9,Yes,Moderate,Single,Low
+S0171,41,Male,E3,15,3,No,6.0,9,9,13,3.4,5.1,No,Low,Single,Moderate
+S0172,35,Female,E5,11,1,No,6.4,1,6,9,9.2,4.1,No,High,Divorced,Low
+S0173,43,Male,E2,10,4,No,5.5,8,7,3,4.4,7.7,No,High,Single,Low
+S0174,20,Male,E3,16,1,No,5.6,10,16,22,6.8,8.6,No,Low,Married,Moderate
+S0175,33,Female,E2,18,0,Yes,6.8,10,6,25,4.4,3.2,No,Moderate,Divorced,Moderate
+S0176,26,Male,E2,7,3,Yes,5.9,2,1,21,5.5,9.0,No,Low,Single,Low
+S0177,41,Male,E1,1,0,No,5.9,1,3,14,6.9,5.2,Yes,Moderate,Married,Low
+S0178,39,Male,E4,17,4,No,6.3,4,16,24,7.8,5.6,Yes,Low,Engaged,Moderate
+S0179,36,Male,O2,10,2,No,6.2,8,3,9,6.6,7.9,No,Moderate,Engaged,Low
+S0180,38,Male,O3,11,2,No,6.6,5,20,16,5.2,3.6,No,Moderate,Single,Moderate
+S0181,23,Male,E4,14,2,Yes,7.7,7,14,0,3.5,9.5,No,High,Single,Low
+S0182,36,Male,E4,2,1,No,8.0,2,5,22,4.6,6.2,No,High,Married,Low
+S0183,42,Male,E3,14,7,No,7.5,3,13,15,8.8,7.1,No,Moderate,Single,Low
+S0184,41,Male,O2,2,2,No,4.1,7,18,10,8.7,2.7,No,Low,Single,Moderate
+S0185,37,Male,E2,16,4,No,6.2,2,17,2,4.0,8.6,No,Moderate,Single,Low
+S0186,30,Male,E2,4,2,Yes,6.0,10,12,9,6.3,7.9,No,High,Married,Low
+S0187,26,Male,E3,1,1,No,6.8,1,12,16,6.0,9.5,No,Moderate,Married,Low
+S0188,21,Male,E3,9,2,No,5.6,5,6,2,5.4,8.3,No,Low,Divorced,Low
+S0189,29,Male,E1,7,3,Yes,7.6,2,14,25,7.5,8.8,Yes,Low,Single,Moderate
+S0190,22,Male,E5,17,5,No,6.7,5,10,21,6.9,8.9,No,Low,Single,Moderate
+S0191,29,Male,O1,2,2,Yes,9.2,6,4,9,3.8,2.8,Yes,Moderate,Married,Low
+S0192,36,Male,E3,8,2,Yes,7.8,2,1,25,7.7,2.4,No,Moderate,Engaged,Low
+S0193,41,Male,E4,5,1,No,6.8,4,9,9,9.1,2.6,No,High,Married,Low
+S0194,28,Male,E2,6,2,No,7.2,3,2,25,6.5,9.9,No,Low,Married,Low
+S0195,41,Male,E1,9,3,No,6.1,10,6,17,8.8,8.6,Yes,Moderate,Married,Low
+S0196,33,Female,O2,13,2,No,7.1,3,16,8,3.5,7.6,No,Moderate,Single,Low
+S0197,37,Male,E4,6,2,No,6.5,9,18,24,7.5,3.6,Yes,Low,Married,High
+S0198,34,Male,O2,8,3,No,5.7,10,18,17,5.4,2.2,Yes,Moderate,Married,High
+S0199,42,Male,O1,15,2,No,6.8,2,7,22,8.1,2.5,No,Moderate,Divorced,Moderate
+S0200,32,Male,O1,10,1,No,8.3,9,20,1,6.8,2.8,No,High,Married,Moderate
+S0201,21,Male,O2,9,3,Yes,6.7,5,7,21,3.9,6.1,No,Low,Divorced,Moderate
+S0202,40,Male,E2,15,2,No,8.0,10,15,7,3.9,4.8,No,High,Married,Moderate
+S0203,27,Male,E4,12,1,No,6.1,1,9,7,3.7,2.4,No,High,Single,Low
+S0204,33,Female,E4,8,2,No,7.9,6,2,0,4.5,9.6,No,High,Married,Low
+S0205,36,Female,O2,19,1,No,6.6,7,17,20,6.1,7.3,No,High,Single,Moderate
+S0206,25,Male,E4,13,1,No,4.9,4,5,24,3.1,5.0,No,Moderate,Married,Moderate
+S0207,35,Male,E4,7,3,Yes,7.6,8,17,1,7.7,8.6,Yes,High,Divorced,Low
+S0208,28,Male,E4,10,0,Yes,6.2,3,7,4,4.6,7.2,Yes,High,Married,Low
+S0209,34,Male,E4,18,4,No,3.4,6,11,5,9.2,2.1,Yes,Low,Engaged,Low
+S0210,37,Male,E4,17,2,No,7.1,2,8,5,4.2,2.2,No,High,Single,Low
+S0211,36,Male,O1,12,2,No,6.0,10,4,14,7.5,4.2,No,Moderate,Divorced,Low
+S0212,34,Male,E4,2,3,Yes,7.7,7,4,18,8.2,9.6,No,High,Married,Low
+S0213,33,Male,O2,2,0,No,6.3,3,3,7,8.8,4.4,No,Low,Single,Low
+S0214,34,Male,O2,4,3,No,6.8,2,11,27,4.5,9.4,No,Moderate,Engaged,Moderate
+S0215,28,Male,O2,3,0,Yes,6.0,4,2,19,6.6,2.7,No,Moderate,Divorced,Low
+S0216,33,Male,O3,3,3,No,6.7,5,10,21,4.1,3.4,Yes,High,Married,Moderate
+S0217,34,Male,E2,17,3,No,3.7,10,3,22,4.7,2.8,No,Low,Married,Moderate
+S0218,30,Female,E1,16,1,No,8.0,4,3,27,7.7,6.3,No,High,Single,Moderate
+S0219,31,Male,O3,2,1,No,7.7,4,8,24,5.3,6.0,No,Moderate,Single,Moderate
+S0220,33,Male,E3,16,3,No,7.6,4,2,25,4.9,6.7,No,Low,Single,Low
+S0221,42,Male,E3,1,3,No,8.0,1,18,20,5.1,7.2,No,High,Single,Moderate
+S0222,22,Male,E3,8,2,No,6.2,3,10,25,7.3,4.7,Yes,High,Single,Moderate
+S0223,39,Male,E2,11,3,No,5.4,3,8,17,5.5,8.6,No,Low,Divorced,Low
+S0224,41,Male,E3,10,0,No,6.6,9,0,24,7.5,4.1,No,High,Married,Moderate
+S0225,21,Male,E1,7,1,No,7.2,10,6,27,6.1,6.8,Yes,Low,Married,Moderate
+S0226,21,Male,E2,2,3,No,7.3,7,13,8,5.7,2.8,No,Moderate,Single,Low
+S0227,36,Male,E5,17,3,No,6.3,5,0,21,9.4,2.2,No,Moderate,Single,Low
+S0228,28,Female,E3,5,3,No,5.1,9,9,8,3.0,7.6,No,Low,Married,Low
+S0229,41,Male,O1,7,1,No,5.4,8,3,21,8.2,6.4,No,Moderate,Married,Low
+S0230,30,Male,E4,16,2,No,6.1,7,10,12,4.7,3.4,Yes,Low,Married,Moderate
+S0231,32,Male,O1,4,2,No,7.7,7,20,6,5.4,2.2,Yes,Moderate,Married,Moderate
+S0232,41,Female,E4,4,4,No,7.0,6,10,13,4.2,7.8,No,Moderate,Single,Low
+S0233,40,Male,E5,6,2,No,6.8,4,4,14,8.8,7.5,No,High,Single,Low
+S0234,33,Male,E2,19,6,No,8.3,10,15,16,4.8,6.1,No,Low,Married,Moderate
+S0235,35,Male,E2,2,3,No,6.3,8,19,18,9.2,7.3,No,Low,Single,Moderate
+S0236,22,Male,E3,8,2,No,6.2,4,1,3,6.0,6.6,No,High,Married,Low
+S0237,26,Male,E1,14,0,No,5.0,3,10,18,8.6,5.7,Yes,Low,Divorced,Low
+S0238,39,Male,O2,1,0,Yes,6.7,3,14,13,3.0,5.0,Yes,High,Married,Moderate
+S0239,24,Male,E3,15,5,No,7.1,8,15,2,7.5,5.5,Yes,High,Married,Low
+S0240,43,Male,O3,2,2,No,5.6,7,15,14,3.1,7.3,No,Low,Single,Moderate
+S0241,39,Male,E2,17,0,Yes,7.1,6,4,1,7.8,9.7,Yes,Low,Single,Low
+S0242,31,Male,E4,3,3,No,7.3,9,7,6,7.0,7.6,No,Moderate,Divorced,Low
+S0243,28,Male,E4,15,3,No,6.3,10,13,10,4.1,9.2,Yes,High,Single,Low
+S0244,38,Female,E5,19,2,No,8.1,5,5,22,7.0,4.7,No,Low,Married,Moderate
+S0245,20,Male,E2,18,2,No,8.1,10,11,24,4.7,2.7,No,High,Married,High
+S0246,20,Male,E3,12,2,No,6.3,3,20,24,7.1,6.1,No,Low,Divorced,Moderate
+S0247,21,Male,E2,1,4,No,7.7,9,10,3,7.5,5.1,Yes,Low,Married,Low
+S0248,25,Male,E4,4,1,Yes,6.8,2,17,8,9.5,6.3,No,Moderate,Single,Low
+S0249,21,Female,O2,7,1,Yes,7.3,1,3,17,8.4,2.6,No,Low,Divorced,Low
+S0250,21,Male,E2,3,1,No,6.3,3,7,19,5.6,6.6,Yes,Moderate,Engaged,Low
+S0251,20,Male,E3,9,3,No,6.5,6,17,24,3.9,6.7,Yes,High,Engaged,High
+S0252,40,Male,E3,11,1,No,9.3,6,2,0,4.5,5.5,Yes,High,Married,Low
+S0253,36,Male,O2,1,2,No,7.5,1,3,18,8.4,9.1,No,Moderate,Married,Low
+S0254,43,Female,E3,11,2,No,5.4,1,5,12,3.5,8.2,Yes,Low,Married,Low
+S0255,27,Male,E2,9,3,No,6.3,3,10,4,7.3,7.3,No,Moderate,Married,Low
+S0256,40,Male,E5,4,2,No,9.1,10,18,20,8.7,8.4,No,High,Divorced,Moderate
+S0257,44,Male,E4,19,2,Yes,6.8,9,9,17,5.6,4.2,No,Moderate,Married,Moderate
+S0258,23,Female,E1,14,3,Yes,7.1,6,13,13,6.1,5.9,No,Low,Single,Moderate
+S0259,22,Male,E3,5,3,Yes,4.8,8,2,14,6.2,8.2,No,Low,Single,Low
+S0260,35,Male,E4,16,0,Yes,5.1,6,4,26,6.4,4.5,Yes,High,Single,Moderate
+S0261,28,Male,E4,7,1,No,9.2,10,9,1,5.2,4.5,No,Low,Single,Low
+S0262,35,Male,E3,4,2,No,8.4,4,15,7,6.4,2.4,Yes,Low,Divorced,Low
+S0263,36,Male,E1,3,1,Yes,6.3,6,3,24,8.7,6.9,No,Moderate,Single,Low
+S0264,30,Male,E5,3,3,Yes,7.7,3,13,0,8.2,5.8,Yes,Moderate,Married,Low
+S0265,21,Male,E3,19,0,Yes,8.7,5,9,26,9.5,7.5,No,Low,Divorced,Moderate
+S0266,31,Male,E1,13,8,No,7.3,10,8,25,5.7,8.5,Yes,Moderate,Married,Moderate
+S0267,36,Male,E3,16,0,No,7.1,5,3,1,5.0,6.8,Yes,Moderate,Divorced,Low
+S0268,25,Male,E3,19,7,No,7.2,6,1,17,4.1,9.4,No,High,Divorced,Low
+S0269,28,Male,E1,18,0,Yes,7.4,5,7,3,7.0,2.7,Yes,Moderate,Single,Low
+S0270,29,Male,E3,18,1,Yes,7.4,1,15,14,5.8,8.1,Yes,Moderate,Married,Low
+S0271,28,Female,E1,19,2,No,5.1,4,13,2,8.3,8.0,Yes,Low,Single,Low
+S0272,34,Male,E3,12,4,No,6.0,4,16,10,6.8,3.7,No,Moderate,Married,Low
+S0273,41,Male,E1,6,1,No,7.8,9,9,23,4.8,3.7,No,High,Single,Moderate
+S0274,37,Male,O2,14,4,No,6.8,10,12,27,7.3,5.7,Yes,Low,Engaged,High
+S0275,24,Male,E2,4,3,Yes,5.8,1,4,25,3.9,8.5,No,High,Married,Low
+S0276,20,Male,E3,11,4,No,8.5,4,1,21,8.1,4.0,No,Moderate,Married,Low
+S0277,24,Male,E2,6,2,No,5.4,9,10,15,3.2,5.4,No,High,Married,Moderate
+S0278,23,Male,E3,10,1,Yes,5.4,4,8,16,9.2,5.7,No,High,Married,Low
+S0279,42,Male,E2,2,4,No,8.4,3,2,24,4.7,8.2,No,High,Married,Low
+S0280,36,Female,E4,4,2,Yes,8.2,3,8,8,6.9,3.7,No,High,Married,Low
+S0281,25,Male,E2,13,2,No,5.3,8,3,18,4.7,8.6,No,High,Engaged,Low
+S0282,23,Male,E3,8,1,No,4.7,2,3,27,9.0,4.2,No,Low,Married,Low
+S0283,22,Male,E3,17,2,No,6.0,6,3,1,8.4,2.7,No,Moderate,Married,Low
+S0284,26,Male,E5,1,1,No,5.6,4,2,5,3.8,9.8,No,Low,Divorced,Low
+S0285,33,Male,E3,4,3,Yes,6.1,10,11,19,5.7,5.1,Yes,Moderate,Married,Moderate
+S0286,26,Female,O1,5,3,Yes,3.9,1,13,8,7.4,4.3,No,Low,Single,Low
+S0287,31,Male,E2,18,2,No,5.8,1,9,24,6.5,7.4,No,Low,Married,Moderate
+S0288,27,Male,E1,7,2,No,8.5,4,18,2,3.8,3.1,Yes,High,Married,Low
+S0289,31,Male,E1,10,3,Yes,5.4,4,2,5,7.4,6.4,No,Moderate,Single,Low
+S0290,32,Male,O1,14,2,No,6.7,4,20,15,7.2,8.6,No,Moderate,Single,Moderate
+S0291,28,Male,O3,5,0,Yes,6.2,4,16,20,4.0,9.9,Yes,High,Married,Moderate
+S0292,38,Male,E4,6,2,No,7.5,8,20,1,9.4,6.1,No,Moderate,Single,Low
+S0293,36,Female,E3,17,0,No,8.5,8,11,15,3.2,3.2,No,High,Married,Moderate
+S0294,29,Male,E1,6,4,No,7.3,7,11,7,9.0,9.9,Yes,Moderate,Single,Low
+S0295,34,Male,E5,19,2,No,7.4,3,15,10,8.9,8.9,No,High,Married,Low
+S0296,41,Male,O1,12,1,Yes,6.1,8,3,2,6.0,2.1,Yes,High,Engaged,Low
+S0297,27,Male,O2,16,2,No,4.4,8,10,3,5.0,7.2,No,Moderate,Divorced,Low
+S0298,23,Female,E4,8,3,No,4.8,2,7,1,5.9,2.7,No,Low,Engaged,Low
+S0299,36,Male,E3,13,2,Yes,5.1,9,2,27,9.0,7.8,No,High,Single,Moderate
+S0300,44,Male,E5,8,3,No,7.6,9,15,10,8.8,7.0,Yes,Moderate,Single,Low
+S0301,24,Male,O1,17,3,No,5.4,4,0,2,6.5,5.1,Yes,Moderate,Married,Low
+S0302,44,Male,E3,13,3,No,6.3,7,16,25,6.8,8.7,Yes,Low,Married,Moderate
+S0303,29,Male,E3,6,3,No,6.4,10,5,7,7.6,8.1,No,Moderate,Married,Low
+S0304,29,Male,E3,8,0,No,5.7,4,14,9,6.2,3.7,No,Moderate,Married,Low
+S0305,38,Male,E4,3,3,No,6.6,10,14,12,8.9,3.6,No,Moderate,Married,Moderate
+S0306,20,Male,E3,9,1,Yes,6.1,5,16,14,7.4,9.5,Yes,Moderate,Single,Low
+S0307,34,Male,E1,17,1,Yes,3.9,4,9,5,5.0,2.5,No,Moderate,Single,Low
+S0308,40,Male,E3,1,2,No,9.0,8,20,27,3.1,7.7,No,Low,Divorced,High
+S0309,35,Female,E1,12,4,No,5.3,8,11,8,8.6,4.4,Yes,Moderate,Single,Low
+S0310,21,Male,E5,2,1,No,6.4,6,0,20,3.3,3.2,No,Moderate,Married,Low
+S0311,34,Male,E4,19,4,Yes,6.0,4,1,10,7.4,5.2,Yes,Low,Single,Low
+S0312,20,Male,E3,11,2,No,7.3,9,5,8,7.5,8.1,No,Moderate,Married,Low
+S0313,42,Male,E1,3,2,Yes,6.4,5,17,25,3.8,6.9,No,Moderate,Married,High
+S0314,44,Male,O1,5,1,No,6.1,2,17,26,7.2,9.5,No,Moderate,Married,Moderate
+S0315,38,Female,E3,7,1,No,6.2,10,10,6,5.2,5.6,No,Moderate,Married,Low
+S0316,41,Male,O1,11,2,No,7.0,4,5,12,3.7,2.6,No,Low,Single,Low
+S0317,28,Male,O3,15,2,No,6.1,9,10,20,8.1,3.2,Yes,Low,Married,Moderate
+S0318,40,Female,E3,9,0,No,5.9,1,18,20,7.2,7.1,No,Moderate,Married,Moderate
+S0319,20,Male,E5,6,1,Yes,6.0,6,8,20,5.2,7.7,No,Low,Single,Moderate
+S0320,29,Male,E2,10,2,No,7.6,9,5,26,6.0,6.7,No,Low,Married,Moderate
+S0321,21,Male,O2,17,5,No,8.1,6,7,18,3.3,9.6,No,Moderate,Single,Low
+S0322,24,Female,E4,14,1,Yes,5.6,10,12,3,3.7,8.0,No,Low,Engaged,Low
+S0323,40,Female,E2,8,6,No,6.3,5,3,23,4.1,3.9,No,Moderate,Single,Moderate
+S0324,44,Male,E5,12,5,No,6.6,1,8,25,8.7,2.1,Yes,Moderate,Married,Moderate
+S0325,24,Male,E5,9,2,Yes,4.7,5,8,8,5.2,7.1,No,Moderate,Married,Low
+S0326,43,Male,O2,11,4,No,5.1,7,4,22,3.4,9.8,No,High,Engaged,Low
+S0327,20,Male,E4,10,3,No,7.1,4,1,26,4.6,2.9,No,High,Married,Moderate
+S0328,38,Male,E3,5,1,No,4.0,7,15,23,6.8,4.9,Yes,High,Single,Moderate
+S0329,30,Male,O2,4,1,No,5.6,9,16,26,6.5,6.7,Yes,Moderate,Single,High
+S0330,23,Male,E2,16,3,No,4.4,1,14,18,3.6,3.7,No,Moderate,Engaged,Moderate
+S0331,44,Male,E3,19,2,No,6.6,9,17,9,3.3,4.4,Yes,Low,Married,Moderate
+S0332,27,Male,E5,7,2,Yes,8.7,3,2,11,8.3,3.8,Yes,Moderate,Married,Low
+S0333,32,Male,E5,9,2,Yes,6.4,3,15,11,5.8,3.1,Yes,High,Single,Moderate
+S0334,40,Male,E3,2,2,No,5.3,2,12,7,4.7,3.1,No,High,Married,Low
+S0335,26,Male,E4,19,1,No,7.2,1,13,10,7.2,3.1,No,High,Single,Low
+S0336,43,Male,E4,13,4,No,7.2,2,18,8,4.5,5.4,No,High,Married,Low
+S0337,40,Male,E2,4,2,No,7.0,10,0,4,6.6,7.9,No,High,Single,Low
+S0338,38,Male,E3,4,0,Yes,7.8,4,16,20,4.4,6.6,Yes,High,Single,Moderate
+S0339,41,Male,E4,14,2,No,6.0,5,18,9,5.2,7.1,Yes,Moderate,Single,Low
+S0340,33,Male,E4,15,1,No,4.5,4,12,19,5.2,6.2,Yes,Low,Single,Moderate
+S0341,44,Male,E5,18,5,No,6.8,3,12,26,6.3,4.9,No,Moderate,Single,Moderate
+S0342,33,Male,E5,1,1,No,6.6,4,10,18,7.0,4.4,Yes,Low,Married,Moderate
+S0343,44,Male,O1,8,2,No,6.5,1,18,8,8.9,9.8,Yes,High,Single,Low
+S0344,37,Male,E2,8,3,No,5.2,4,8,14,4.8,3.3,No,High,Married,Low
+S0345,31,Male,E5,11,1,No,7.6,5,13,10,6.2,7.6,Yes,Moderate,Single,Low
+S0346,42,Male,E2,19,2,No,5.9,8,2,13,4.4,6.4,Yes,High,Married,Low
+S0347,31,Female,O3,4,3,No,6.0,10,12,13,7.7,3.9,No,Moderate,Married,Moderate
+S0348,34,Male,E1,4,0,Yes,7.2,6,20,15,4.1,5.6,No,Low,Married,Moderate
+S0349,29,Male,E4,5,1,Yes,8.6,10,11,13,7.0,7.2,No,Moderate,Married,Low
+S0350,42,Male,E4,4,3,No,8.1,2,16,18,4.0,5.3,No,High,Married,Moderate
+S0351,37,Male,E1,14,3,No,5.8,4,4,10,6.6,7.6,No,High,Single,Low
+S0352,34,Male,E3,8,0,No,7.3,6,7,10,5.2,2.4,Yes,Moderate,Married,Low
+S0353,42,Male,E3,9,1,No,7.9,1,14,11,3.5,4.7,No,Moderate,Married,Low
+S0354,35,Male,O2,19,1,No,4.9,9,17,5,6.0,8.9,Yes,Moderate,Single,Low
+S0355,20,Female,E3,7,5,Yes,8.9,9,1,21,9.3,7.0,No,High,Married,Low
+S0356,22,Male,O1,3,1,Yes,6.2,6,3,20,5.7,6.3,Yes,Low,Married,Low
+S0357,22,Male,E3,18,0,No,5.7,2,4,7,4.3,2.1,No,High,Single,Low
+S0358,25,Male,E5,14,5,No,6.4,4,15,21,4.8,8.5,No,Moderate,Married,Moderate
+S0359,31,Male,E4,6,0,Yes,5.0,10,4,12,5.1,3.0,No,Low,Divorced,Low
+S0360,37,Female,O3,13,2,No,6.8,8,11,0,7.6,5.0,Yes,High,Single,Low
+S0361,42,Male,E2,11,3,No,5.4,4,15,3,3.4,7.4,No,High,Single,Low
+S0362,38,Male,O2,9,1,Yes,7.9,5,4,16,4.7,5.0,No,Moderate,Single,Low
+S0363,33,Male,E2,11,2,No,7.1,6,13,1,5.3,4.2,No,Moderate,Single,Low
+S0364,42,Female,E2,6,2,No,8.1,2,13,8,8.2,7.9,No,Moderate,Married,Low
+S0365,23,Male,O3,6,2,Yes,9.6,10,4,17,8.8,6.6,No,High,Divorced,Low
+S0366,33,Female,E1,17,5,No,4.6,7,9,17,9.0,7.0,No,High,Married,Low
+S0367,21,Male,E4,12,4,No,3.3,5,6,2,7.2,2.4,No,Low,Engaged,Low
+S0368,20,Female,E3,6,1,No,4.6,1,14,4,6.1,7.3,Yes,High,Single,Low
+S0369,36,Male,O3,12,0,No,7.8,6,4,3,4.7,8.5,No,Moderate,Single,Low
+S0370,26,Male,E4,3,2,No,7.0,3,12,18,9.4,9.4,No,Moderate,Married,Low
+S0371,36,Male,E3,7,1,No,4.5,2,9,3,7.4,7.7,No,Low,Married,Low
+S0372,29,Male,E5,12,1,Yes,6.4,7,13,3,6.0,4.7,No,High,Single,Low
+S0373,30,Male,E1,6,2,No,7.5,10,19,5,5.2,6.5,Yes,High,Married,Moderate
+S0374,25,Male,E2,12,1,Yes,7.1,1,18,22,3.3,3.4,No,High,Single,Moderate
+S0375,38,Male,O1,10,4,Yes,5.2,7,8,5,4.9,4.2,No,Low,Married,Low
+S0376,36,Male,E3,13,2,No,7.8,8,18,17,6.7,5.3,No,High,Married,Moderate
+S0377,37,Male,E4,8,0,No,4.7,6,11,2,6.4,7.5,No,Low,Divorced,Low
+S0378,43,Male,E4,18,4,No,5.6,6,19,10,8.9,4.5,No,Low,Single,Moderate
+S0379,30,Male,E3,4,1,Yes,7.5,7,3,17,4.0,6.2,No,High,Single,Low
+S0380,32,Male,E3,9,2,No,6.0,4,4,16,3.4,6.5,No,Moderate,Married,Low
+S0381,36,Male,O2,10,2,Yes,6.8,3,12,8,6.9,2.7,No,Low,Married,Low
+S0382,38,Male,O3,17,3,No,5.3,6,14,21,4.9,7.8,Yes,Moderate,Engaged,Moderate
+S0383,20,Male,E5,15,4,Yes,7.4,4,9,8,6.8,6.0,No,Moderate,Single,Low
+S0384,26,Male,E1,14,0,No,5.4,9,14,21,5.2,3.9,No,High,Engaged,Moderate
+S0385,32,Male,O1,5,3,No,7.0,1,9,21,6.3,6.2,Yes,Moderate,Single,Low
+S0386,31,Female,E4,17,4,No,8.1,10,2,10,5.6,7.6,No,Moderate,Single,Low
+S0387,20,Male,O1,8,2,No,8.1,3,18,12,7.5,7.1,No,Moderate,Single,Low
+S0388,20,Female,E4,17,2,No,5.9,9,3,22,8.6,5.4,No,Low,Married,Moderate
+S0389,29,Male,E5,12,3,Yes,7.6,10,0,5,6.2,6.6,No,Low,Divorced,Low
+S0390,25,Male,E1,10,3,No,5.1,7,2,12,4.4,4.3,Yes,High,Single,Low
+S0391,28,Male,O1,3,3,No,6.5,2,9,20,6.2,2.6,No,Moderate,Married,Moderate
+S0392,32,Male,O1,9,1,Yes,5.5,8,10,25,5.3,5.1,No,Low,Single,Moderate
+S0393,29,Male,E5,15,2,Yes,6.5,10,2,24,8.9,2.2,Yes,Moderate,Single,Moderate
+S0394,34,Male,E2,5,0,No,8.2,4,16,10,4.3,6.4,No,Moderate,Married,Low
+S0395,40,Male,E4,12,1,Yes,7.6,6,11,5,5.1,3.0,No,Low,Married,Low
+S0396,36,Male,E3,17,1,No,5.6,8,5,11,6.9,3.7,No,Moderate,Married,Low
+S0397,20,Male,O1,15,2,Yes,6.3,3,15,22,5.6,2.2,Yes,Low,Married,Moderate
+S0398,33,Male,E4,19,0,Yes,8.3,6,14,7,6.4,2.6,No,Low,Married,Low
+S0399,25,Male,O1,4,3,No,6.7,3,17,26,6.3,5.9,No,Moderate,Single,Moderate
+S0400,38,Male,E4,15,2,No,6.3,9,9,3,8.7,5.5,No,High,Single,Low
+S0401,23,Female,E5,9,1,No,8.0,7,14,27,4.7,2.5,No,Moderate,Single,High
+S0402,38,Male,E3,19,4,No,5.6,6,6,7,9.0,8.8,No,High,Married,Low
+S0403,21,Male,E3,11,3,No,5.6,5,8,10,3.4,4.4,Yes,Moderate,Engaged,Low
+S0404,26,Male,E5,18,0,No,6.7,8,5,24,9.1,3.0,No,Low,Single,Moderate
+S0405,44,Male,E1,12,1,No,5.3,1,4,26,6.0,5.8,No,High,Single,Low
+S0406,22,Male,O1,9,4,No,7.2,6,0,12,4.6,5.2,No,Low,Married,Low
+S0407,32,Male,O1,1,4,No,5.9,1,8,19,7.5,8.3,No,Moderate,Single,Low
+S0408,32,Male,E3,16,1,Yes,6.9,4,0,19,7.3,4.6,No,Moderate,Married,Low
+S0409,43,Female,O3,15,3,No,5.2,4,9,4,5.2,7.0,Yes,Moderate,Single,Low
+S0410,44,Female,O1,17,3,Yes,7.9,6,12,17,6.2,5.2,No,Moderate,Engaged,Moderate
+S0411,44,Male,E3,11,0,Yes,6.4,5,16,4,6.4,3.4,No,Moderate,Single,Low
+S0412,31,Male,E3,16,3,Yes,6.6,6,4,22,9.0,6.1,Yes,Low,Married,Low
+S0413,21,Male,E5,3,2,No,7.3,10,8,27,9.3,7.8,No,Low,Single,Moderate
+S0414,22,Male,E3,5,2,No,5.4,9,16,18,7.3,2.8,Yes,Moderate,Single,Moderate
+S0415,26,Female,E2,1,0,No,6.4,9,7,7,8.7,5.3,No,Low,Married,Low
+S0416,25,Male,E3,3,1,Yes,4.9,4,17,26,8.9,4.3,Yes,High,Single,Moderate
+S0417,41,Male,E4,11,0,Yes,5.7,2,0,4,9.3,8.1,No,Low,Married,Low
+S0418,29,Male,O2,1,2,No,6.3,5,13,23,8.6,5.3,No,High,Divorced,Moderate
+S0419,23,Female,O2,14,1,Yes,6.7,2,1,25,5.9,4.2,No,Moderate,Engaged,Low
+S0420,44,Male,E4,15,5,Yes,4.6,3,13,12,7.6,9.5,No,Moderate,Divorced,Low
+S0421,29,Male,E2,19,3,No,8.6,8,20,11,6.5,2.8,Yes,High,Single,Moderate
+S0422,23,Female,E4,11,0,No,7.9,4,15,8,6.8,5.2,No,High,Single,Low
+S0423,26,Male,E2,1,1,No,8.0,5,15,14,5.7,3.1,No,High,Single,Moderate
+S0424,31,Male,E4,8,2,No,5.2,2,17,10,4.2,4.2,No,High,Single,Moderate
+S0425,32,Male,E1,8,0,No,5.0,4,15,25,7.7,3.9,No,Moderate,Married,Moderate
+S0426,27,Male,E4,11,0,Yes,8.2,3,1,8,7.4,5.5,No,High,Single,Low
+S0427,41,Male,E2,16,4,No,6.3,7,16,19,6.4,3.9,No,Moderate,Divorced,Moderate
+S0428,37,Female,E3,15,4,No,7.4,6,3,10,9.1,6.4,Yes,Moderate,Divorced,Low
+S0429,26,Female,O1,2,0,No,5.3,10,8,10,5.4,7.7,No,High,Divorced,Low
+S0430,34,Male,E3,15,2,Yes,5.9,3,1,4,4.8,9.8,No,High,Married,Low
+S0431,44,Male,E3,7,3,Yes,3.9,5,20,25,3.7,8.3,No,Low,Divorced,High
+S0432,35,Male,O1,11,3,Yes,6.5,10,17,23,9.3,5.6,No,Moderate,Engaged,High
+S0433,31,Female,E2,11,0,No,8.4,8,0,15,8.8,4.3,No,High,Single,Low
+S0434,40,Female,E2,3,2,No,6.6,7,17,19,4.9,9.5,No,Moderate,Single,Moderate
+S0435,22,Male,E5,10,1,No,5.9,3,5,0,8.3,5.6,No,High,Married,Low
+S0436,27,Male,O3,8,3,Yes,7.5,9,0,6,3.6,6.5,No,Low,Divorced,Low
+S0437,32,Male,E4,6,2,Yes,6.0,9,0,10,4.6,7.9,No,Low,Engaged,Low
+S0438,28,Male,E3,8,1,No,5.4,9,2,22,8.4,2.0,Yes,Moderate,Single,Moderate
+S0439,41,Male,E3,12,2,No,5.1,10,6,1,9.0,5.9,No,Moderate,Single,Low
+S0440,43,Male,E4,12,2,No,8.6,2,13,25,3.1,2.9,No,Moderate,Engaged,Moderate
+S0441,44,Male,E2,14,2,No,6.6,7,20,20,8.0,6.5,Yes,Moderate,Single,Moderate
+S0442,24,Female,E5,17,5,Yes,8.2,5,14,26,6.7,9.7,No,Low,Divorced,Moderate
+S0443,31,Male,E3,12,1,No,5.6,1,12,0,8.1,5.3,No,Moderate,Engaged,Low
+S0444,31,Male,E4,11,1,No,5.9,6,15,24,9.4,8.0,Yes,Low,Married,Moderate
+S0445,27,Male,E1,9,1,No,7.9,1,12,24,4.8,4.7,No,Moderate,Single,Moderate
+S0446,20,Male,O2,1,3,No,4.6,8,2,17,8.7,5.9,No,Moderate,Married,Low
+S0447,20,Female,E2,13,1,No,5.3,4,16,19,5.0,8.1,No,Moderate,Married,Moderate
+S0448,23,Male,O2,11,1,Yes,2.9,6,2,27,4.7,9.4,Yes,Low,Married,Moderate
+S0449,22,Male,E2,1,0,No,7.3,2,12,10,5.4,3.1,No,Moderate,Single,Low
+S0450,20,Male,E4,17,1,Yes,7.2,1,8,3,4.7,9.7,Yes,Low,Married,Low
+S0451,30,Male,E3,15,1,Yes,5.8,10,6,2,4.4,4.6,Yes,Moderate,Married,Low
+S0452,41,Male,E1,1,4,No,6.0,1,7,10,3.4,8.3,Yes,Low,Single,Low
+S0453,38,Male,E4,13,0,No,8.3,1,9,10,3.6,3.8,Yes,High,Divorced,Low
+S0454,34,Male,E1,4,1,No,5.7,1,2,18,8.7,2.5,Yes,Moderate,Engaged,Low
+S0455,39,Male,E3,16,3,No,6.4,8,15,1,6.9,5.0,No,Low,Married,Low
+S0456,29,Male,E5,17,6,No,6.2,8,4,16,6.2,7.7,No,Moderate,Married,Low
+S0457,39,Male,O2,19,3,No,6.8,10,15,13,8.7,4.0,Yes,Moderate,Single,Moderate
+S0458,31,Male,O2,10,1,No,5.4,2,8,26,5.4,5.0,Yes,High,Single,Moderate
+S0459,34,Male,E2,15,0,Yes,6.5,5,4,7,4.4,5.7,No,Moderate,Engaged,Low
+S0460,24,Male,O3,6,3,No,6.7,1,19,2,5.0,3.4,Yes,High,Single,Low
+S0461,40,Male,E1,19,2,No,7.6,9,7,25,4.1,7.5,No,Moderate,Married,Moderate
+S0462,26,Male,E2,8,2,No,6.0,4,0,24,4.1,6.7,No,High,Married,Low
+S0463,20,Male,O2,9,1,No,8.3,2,0,17,5.7,6.3,Yes,High,Single,Low
+S0464,33,Male,E4,10,3,No,7.1,7,6,15,8.5,7.4,No,High,Single,Low
+S0465,38,Male,E4,18,2,Yes,5.3,5,1,16,5.6,4.3,No,Low,Single,Low
+S0466,28,Male,E3,5,0,No,6.7,5,9,23,8.3,2.2,No,High,Married,Moderate
+S0467,23,Male,E2,11,2,No,6.2,5,14,9,8.8,5.2,No,High,Single,Low
+S0468,35,Male,E1,17,3,No,6.6,7,13,15,3.4,8.0,No,High,Divorced,Moderate
+S0469,32,Male,E3,17,2,No,7.3,5,17,25,3.5,5.2,No,High,Single,High
+S0470,37,Male,E1,11,3,No,5.8,4,3,4,5.3,5.9,No,Low,Married,Low
+S0471,28,Male,O1,19,0,No,5.2,4,11,24,4.1,9.7,No,Moderate,Single,Moderate
+S0472,35,Male,O3,7,2,No,8.4,8,0,14,6.0,6.2,No,Low,Divorced,Low
+S0473,28,Female,O3,5,2,No,5.1,3,5,10,4.2,6.4,No,Moderate,Single,Low
+S0474,40,Male,E4,5,2,No,6.2,9,18,23,7.4,5.0,Yes,Moderate,Married,High
+S0475,27,Male,O2,12,1,No,6.7,1,17,10,5.5,2.1,No,Moderate,Married,Moderate
+S0476,41,Male,E2,9,2,No,8.0,3,14,1,6.5,9.4,No,Moderate,Single,Low
+S0477,32,Male,E2,5,1,No,5.0,4,8,16,6.1,7.0,No,Moderate,Married,Low
+S0478,40,Female,E4,10,2,Yes,6.8,7,12,18,9.3,5.0,Yes,Low,Divorced,Moderate
+S0479,44,Male,O2,5,1,Yes,6.4,1,14,10,6.8,6.0,No,Moderate,Divorced,Low
+S0480,37,Male,E4,2,5,Yes,5.8,2,6,9,5.1,2.9,No,Moderate,Single,Low
+S0481,42,Male,O1,11,2,No,6.1,2,5,9,5.8,5.1,Yes,Low,Single,Low
+S0482,32,Male,O1,7,2,No,7.1,6,7,8,7.3,2.8,Yes,Low,Single,Low
+S0483,40,Female,E3,17,3,No,7.8,5,1,16,8.1,4.9,No,Moderate,Married,Low
+S0484,21,Male,E1,15,3,No,7.9,2,0,19,5.6,9.6,No,High,Married,Low
+S0485,34,Male,E4,3,2,No,5.0,3,11,8,4.1,6.0,Yes,Moderate,Engaged,Low
+S0486,24,Female,E4,15,4,No,7.3,9,19,3,9.5,8.2,Yes,Moderate,Divorced,Low
+S0487,37,Male,E4,12,2,Yes,5.8,6,14,22,5.5,8.5,Yes,Moderate,Married,Moderate
+S0488,31,Male,O2,6,2,No,5.7,8,0,4,3.1,2.2,No,Moderate,Engaged,Low
+S0489,23,Male,E2,14,0,No,5.1,2,7,15,7.3,3.7,No,Moderate,Married,Low
+S0490,29,Male,E3,2,0,No,6.2,5,12,18,6.5,5.8,No,Moderate,Married,Moderate
+S0491,29,Male,E5,2,2,No,7.9,10,14,3,4.2,2.7,No,Low,Divorced,Moderate
+S0492,25,Male,E1,11,1,No,7.6,9,18,4,8.7,6.0,Yes,Low,Married,Low
+S0493,28,Male,E2,5,2,Yes,6.1,10,18,20,7.8,4.3,Yes,Moderate,Married,High
+S0494,29,Male,E2,6,2,Yes,8.6,4,18,9,6.8,6.9,No,High,Married,Low
+S0495,40,Male,E2,19,4,No,8.6,3,13,8,4.8,2.0,No,Moderate,Single,Low
+S0496,28,Male,O3,10,1,No,8.2,8,13,24,7.9,3.6,No,High,Single,Moderate
+S0497,34,Female,E4,18,1,No,7.1,5,5,14,6.3,5.5,No,Low,Married,Low
+S0498,34,Male,O2,19,2,No,4.8,6,16,13,7.7,8.7,Yes,Low,Married,Low
+S0499,32,Male,E2,19,2,Yes,6.6,5,14,24,7.4,8.5,No,Low,Single,Moderate
+S0500,38,Female,E3,2,1,No,4.9,1,16,19,5.0,8.8,No,Moderate,Married,Moderate

requirements.txt

@@ -0,0 +1,4 @@
+pandas
+numpy
+scikit-learn
+gradio