Datasets:

ashindea
/

factor_selection_sample

+Bond rating,Market cap,Price equity,Debt equity,Op Margin,SalesMomentum,CustTurnover,RevPerEmployee,EffectiveTaxRate,DepreciationToRev,PriceChange
+AA,LargeCap,0.7,0.273,-0.210,-0.006,0.152,0.596,0.355,0.178,0.063
+AA,Midcap,0.6,1.313,0.245,0.100,0.118,1.055,0.419,0.499,0.025
+B,Smallcap,5.5,1.174,-0.229,-0.004,0.338,1.088,0.176,0.245,0.076
+C,Smallcap,5.1,1.080,0.036,-0.037,0.330,0.752,0.416,0.432,-0.043
+B,Smallcap,9.4,0.422,0.046,-0.038,0.108,0.631,0.156,0.273,-0.066
+BB,Smallcap,15.4,1.667,0.326,-0.013,0.475,0.439,0.361,0.111,-0.059
+C,LargeCap,10.5,1.133,0.260,-0.065,0.295,1.279,0.011,0.362,0.073
+AA,Smallcap,2.9,1.709,-0.298,-0.089,0.437,0.836,0.374,0.135,0.079
+B,LargeCap,15.0,0.882,0.071,0.050,0.144,0.852,0.044,0.196,0.138
+B,LargeCap,5.0,0.376,0.438,0.056,0.468,0.889,0.289,0.356,0.098
+BB,LargeCap,17.5,1.343,-0.049,-0.027,0.462,0.535,0.495,0.080,-0.004
+C,LargeCap,17.8,0.755,-0.211,0.044,0.164,0.382,0.201,0.425,-0.045
+BB,LargeCap,19.6,1.126,0.235,0.083,0.250,0.616,0.363,0.304,-0.058
+C,Midcap,2.6,0.723,-0.230,-0.055,0.163,0.332,0.496,0.491,0.095
+C,Midcap,11.8,1.494,-0.033,-0.012,0.304,0.560,0.409,0.037,0.126
+AA,Midcap,9.6,1.837,0.476,-0.020,0.379,0.471,0.294,0.477,-0.015
+B,LargeCap,11.4,1.041,-0.480,-0.016,0.014,1.035,0.360,0.471,-0.051
+BB,Midcap,7.7,1.202,-0.409,-0.075,0.293,0.651,0.225,0.347,0.018
+C,Smallcap,10.0,0.830,-0.090,0.092,0.074,0.765,0.440,0.446,0.172
+C,LargeCap,1.3,1.663,0.077,-0.038,0.449,0.419,0.433,0.421,0.049
+AA,LargeCap,17.9,0.388,0.495,0.076,0.130,0.672,0.150,0.427,-0.028
+B,LargeCap,9.1,0.898,-0.289,0.003,0.355,0.593,0.082,0.210,-0.092
+BB,Smallcap,2.1,0.070,-0.213,-0.001,0.306,1.054,0.098,0.188,0.062
+C,LargeCap,7.6,1.790,0.371,-0.039,0.333,1.139,0.005,0.172,0.075
+C,LargeCap,0.4,1.086,0.394,-0.084,0.422,0.874,0.304,0.197,0.157
+AA,Midcap,8.6,1.942,0.219,-0.081,0.086,0.428,0.334,0.003,0.134
+B,Smallcap,17.4,0.392,0.232,0.080,0.438,0.410,0.215,0.217,0.095
+B,LargeCap,13.7,0.500,-0.226,0.093,0.277,0.367,0.267,0.038,0.116
+BB,LargeCap,10.0,1.916,-0.262,-0.018,0.242,0.843,0.160,0.468,0.059
+C,LargeCap,10.3,0.950,-0.176,-0.091,0.461,0.636,0.368,0.164,0.101
+C,Midcap,7.5,0.614,-0.328,0.008,0.138,0.927,0.256,0.061,0.135
+AA,Smallcap,13.6,1.677,-0.048,-0.026,0.196,1.181,0.473,0.205,0.024
+B,Smallcap,0.8,1.522,0.390,0.071,0.246,0.997,0.066,0.013,0.045
+BB,LargeCap,5.4,1.601,-0.214,0.062,0.488,1.136,0.084,0.166,0.184
+C,Smallcap,16.9,1.626,0.281,-0.083,0.212,0.752,0.288,0.010,-0.025
+C,LargeCap,8.2,1.715,-0.003,0.026,0.257,0.970,0.349,0.395,0.034
+AA,Smallcap,5.7,1.644,0.152,0.061,0.151,0.562,0.113,0.221,-0.074
+B,LargeCap,0.6,1.126,0.031,-0.089,0.399,0.974,0.491,0.043,0.012
+C,LargeCap,7.8,1.854,-0.053,0.045,0.125,0.585,0.202,0.360,-0.062
+BB,Midcap,9.9,1.015,0.227,-0.099,0.012,1.289,0.295,0.203,0.030
+C,Smallcap,6.5,0.414,-0.244,0.021,0.365,0.636,0.102,0.488,0.090
+C,LargeCap,0.3,0.346,-0.430,0.076,0.347,0.909,0.157,0.029,-0.091
+AA,Smallcap,11.0,1.080,-0.050,0.054,0.110,1.008,0.077,0.238,0.096
+B,LargeCap,6.0,1.417,-0.036,0.043,0.268,1.101,0.275,0.001,0.031
+B,Smallcap,17.6,1.230,-0.382,-0.002,0.163,1.128,0.042,0.067,0.143
+BB,LargeCap,7.8,0.151,-0.288,-0.093,0.464,1.048,0.096,0.459,0.151
+C,Midcap,16.4,0.289,-0.229,-0.005,0.174,0.956,0.456,0.243,0.075
+C,Smallcap,17.4,1.031,0.442,0.004,0.139,0.494,0.163,0.177,-0.090
+AA,LargeCap,3.0,0.242,-0.184,-0.094,0.010,1.102,0.338,0.061,0.196
+B,LargeCap,7.3,0.799,-0.084,0.064,0.064,0.536,0.458,0.474,0.084
+AA,Midcap,7.2,0.388,0.216,0.078,0.387,1.019,0.257,0.216,-0.067
+BB,LargeCap,12.2,1.374,0.094,0.070,0.440,0.331,0.288,0.483,0.175
+C,Midcap,17.1,0.813,-0.453,0.040,0.090,1.052,0.478,0.011,0.098
+C,Smallcap,1.9,0.282,0.335,0.005,0.399,0.324,0.204,0.305,0.082
+AA,LargeCap,11.0,0.620,0.081,-0.047,0.330,1.167,0.101,0.031,-0.013
+B,Midcap,11.1,0.454,0.032,-0.014,0.279,1.207,0.128,0.333,0.194
+C,LargeCap,4.1,0.426,-0.261,0.014,0.154,0.528,0.090,0.027,0.025
+BB,Midcap,13.8,0.128,0.230,-0.018,0.236,1.193,0.155,0.441,0.191
+C,LargeCap,16.9,0.277,-0.335,-0.039,0.334,0.652,0.431,0.309,-0.041
+C,Midcap,2.9,1.507,-0.484,-0.007,0.295,0.747,0.012,0.033,-0.033
+AA,Smallcap,12.7,0.494,-0.397,-0.033,0.438,0.385,0.036,0.051,-0.018
+B,LargeCap,4.1,1.501,0.481,0.032,0.029,0.554,0.038,0.356,0.068
+BB,LargeCap,4.9,0.930,-0.211,-0.087,0.270,0.557,0.497,0.446,0.130
+AA,Midcap,2.1,0.450,-0.465,0.083,0.118,0.529,0.271,0.157,0.045
+BB,LargeCap,9.1,0.256,-0.363,-0.075,0.107,0.619,0.428,0.294,0.105
+C,Midcap,15.3,1.212,0.349,-0.017,0.261,1.011,0.233,0.193,0.144
+C,Smallcap,13.7,0.808,0.368,0.072,0.058,0.461,0.069,0.240,0.122
+AA,LargeCap,18.0,1.809,0.412,0.046,0.104,0.869,0.113,0.085,0.003
+B,LargeCap,1.4,0.526,0.009,0.022,0.467,0.390,0.402,0.397,-0.037
+AA,Midcap,7.8,0.353,-0.488,-0.012,0.405,0.331,0.092,0.305,-0.055
+AA,LargeCap,16.6,0.189,0.250,0.098,0.358,1.184,0.061,0.309,-0.007
+BB,Midcap,12.5,0.867,-0.463,0.055,0.446,1.288,0.488,0.093,0.155
+C,Smallcap,1.7,1.462,0.315,0.073,0.060,0.398,0.347,0.232,0.093
+C,LargeCap,5.8,1.671,0.126,-0.057,0.176,1.228,0.187,0.438,0.043
+AA,Midcap,4.3,0.689,-0.246,-0.045,0.479,0.409,0.210,0.310,0.149
+B,LargeCap,1.4,1.084,-0.127,0.071,0.142,0.728,0.419,0.356,-0.093
+BB,Midcap,7.1,0.685,0.393,-0.013,0.190,1.163,0.424,0.195,0.019
+C,Smallcap,6.5,1.492,0.356,0.082,0.053,0.354,0.387,0.006,-0.086
+C,LargeCap,19.1,0.220,0.270,0.064,0.465,1.277,0.430,0.243,-0.018
+AA,Midcap,15.5,0.457,-0.075,-0.035,0.248,0.496,0.224,0.260,-0.078
+B,LargeCap,19.6,0.131,0.276,0.046,0.462,1.177,0.209,0.086,-0.074
+AA,Midcap,14.2,0.059,0.356,-0.066,0.119,0.969,0.107,0.427,0.101
+B,Smallcap,3.3,1.023,0.383,-0.037,0.071,0.704,0.070,0.388,0.031
+C,LargeCap,10.9,0.437,0.194,0.066,0.147,0.453,0.130,0.012,0.048
+C,Midcap,9.2,1.798,0.392,0.045,0.007,1.083,0.069,0.030,0.050
+BB,LargeCap,10.6,0.460,0.170,0.052,0.042,1.034,0.469,0.351,0.168
+C,Midcap,15.4,0.688,0.172,-0.008,0.418,1.276,0.452,0.078,0.018
+C,Smallcap,18.5,0.231,0.012,-0.081,0.392,1.208,0.125,0.286,0.190
+AA,LargeCap,6.7,0.216,-0.220,-0.021,0.247,1.255,0.079,0.043,0.097
+B,Midcap,17.8,0.992,0.411,0.066,0.456,0.901,0.006,0.243,-0.018
+B,Smallcap,12.1,1.334,-0.243,0.065,0.014,1.039,0.311,0.181,-0.017
+BB,LargeCap,9.3,1.917,-0.219,-0.090,0.421,0.937,0.430,0.339,0.195
+C,LargeCap,3.7,0.909,0.460,-0.096,0.309,1.185,0.183,0.105,-0.027
+C,Midcap,18.1,0.749,-0.158,0.091,0.202,0.328,0.320,0.319,-0.011
+BB,Smallcap,11.8,0.253,-0.300,0.000,0.065,0.420,0.080,0.255,0.038
+C,LargeCap,10.7,1.622,0.334,-0.047,0.150,0.961,0.183,0.451,0.119
+C,Midcap,6.9,1.353,0.076,0.046,0.042,1.067,0.167,0.158,0.023
+AA,Smallcap,13.2,1.521,0.184,-0.047,0.214,1.295,0.399,0.146,0.153
+B,LargeCap,5.9,0.230,-0.442,-0.006,0.066,0.809,0.358,0.377,0.172
+C,,11.0,1.238,0.096,-0.023,0.114,0.429,0.359,0.434,0.076
+AA,,9.7,0.057,-0.410,-0.071,0.481,0.844,0.080,0.125,0.193
+B,,11.7,0.667,-0.407,-0.010,0.464,0.975,0.009,0.357,-0.007
+B,,6.4,1.457,-0.239,-0.012,0.044,1.032,0.367,0.162,0.170
+BB,,3.6,1.611,0.168,-0.072,0.424,1.275,0.108,0.458,-0.096
+C,,1.3,0.216,0.110,-0.077,0.118,0.789,0.232,0.485,0.198
+C,,8.0,1.516,0.212,-0.062,0.095,1.266,0.249,0.448,0.113
+BB,,18.6,1.549,-0.026,-0.032,0.042,1.078,0.275,0.439,-0.017
+C,,3.4,1.975,0.323,0.040,0.392,1.115,0.001,0.054,-0.053
+C,,14.7,1.142,-0.090,0.054,0.391,0.349,0.138,0.041,0.195
+AA,,16.9,0.077,0.158,-0.074,0.403,0.489,0.493,0.396,0.193
+B,,13.1,1.463,0.299,-0.052,0.492,0.938,0.377,0.463,-0.060
+C,,14.8,1.483,0.069,-0.058,0.175,0.910,0.243,0.292,0.168
+AA,,17.6,1.139,0.308,-0.083,0.460,0.617,0.436,0.369,0.056
+B,,0.8,1.372,0.096,0.025,0.475,1.197,0.019,0.016,0.173
+B,,18.3,1.342,-0.013,0.047,0.468,0.369,0.333,0.393,-0.054
+BB,,8.9,1.173,-0.330,0.078,0.279,1.035,0.130,0.374,-0.027
+C,,0.7,1.852,0.359,-0.073,0.053,1.267,0.181,0.416,-0.012
+C,,2.3,1.511,0.279,-0.002,0.196,0.586,0.142,0.405,0.118
+BB,,8.7,1.247,-0.207,-0.050,0.056,0.701,0.475,0.098,0.135
+C,,14.5,0.384,-0.019,0.003,0.168,0.834,0.003,0.227,0.005
+C,,3.7,0.222,0.255,-0.064,0.482,1.231,0.243,0.495,0.082
+AA,,3.8,0.815,-0.427,-0.055,0.413,0.632,0.207,0.144,-0.003
+B,,13.6,1.545,-0.214,0.055,0.059,0.570,0.027,0.109,-0.048
+C,,15.5,0.763,0.486,0.067,0.119,0.911,0.079,0.037,-0.005
+AA,,15.8,0.141,-0.107,-0.047,0.293,0.684,0.078,0.323,-0.085
+B,,9.3,0.733,-0.491,0.038,0.344,0.925,0.154,0.038,0.105
+B,,14.8,0.337,0.175,0.047,0.161,0.584,0.051,0.256,-0.095
+BB,,15.6,1.323,-0.276,-0.026,0.283,1.121,0.409,0.180,-0.070
+C,,4.3,1.665,0.361,0.099,0.002,1.157,0.094,0.393,-0.065
+C,,6.7,1.088,-0.142,0.016,0.316,1.154,0.355,0.134,0.120
+BB,,15.1,0.688,-0.308,0.039,0.316,0.499,0.437,0.208,0.029
+C,,13.2,1.706,-0.374,0.093,0.202,0.726,0.253,0.024,0.126
+C,,1.0,1.212,-0.059,-0.014,0.360,0.695,0.079,0.308,0.103
+AA,,0.7,0.262,-0.439,-0.098,0.103,0.309,0.182,0.024,-0.040
+B,,10.6,0.706,0.171,-0.010,0.170,0.424,0.380,0.265,0.110
+C,,14.9,1.816,-0.100,0.044,0.259,1.222,0.448,0.243,0.173
+AA,,3.2,1.536,-0.157,0.052,0.261,1.042,0.207,0.258,0.087
+B,,4.4,1.334,0.119,-0.077,0.045,1.006,0.142,0.072,0.104
+B,,19.9,0.496,0.227,0.086,0.167,0.945,0.424,0.319,0.154
+BB,,13.6,0.279,-0.268,-0.049,0.245,1.116,0.284,0.456,-0.001
+C,,9.1,1.511,0.057,0.046,0.058,0.763,0.083,0.045,0.012
+C,,5.3,1.917,-0.315,0.076,0.233,0.737,0.094,0.105,-0.067
+BB,,18.4,1.922,0.338,-0.088,0.134,0.844,0.454,0.445,-0.070
+C,,18.3,1.797,-0.471,0.022,0.355,0.327,0.078,0.328,0.133
+C,,17.8,0.715,-0.398,0.098,0.342,1.059,0.494,0.025,0.094
+AA,,18.3,0.430,0.193,-0.028,0.347,0.493,0.329,0.407,0.011
+B,,15.0,1.739,0.251,-0.034,0.178,1.221,0.321,0.072,0.126
+C,,19.1,0.422,0.354,0.080,0.025,0.940,0.009,0.104,-0.039
+AA,,14.7,0.675,-0.019,-0.096,0.093,0.798,0.096,0.483,0.108
+B,,18.8,0.907,-0.184,0.088,0.253,0.964,0.425,0.430,0.077
+B,,8.7,0.153,0.317,-0.029,0.009,0.478,0.211,0.109,-0.016
+BB,,5.8,1.993,-0.041,0.014,0.072,0.772,0.356,0.010,0.055
+C,,1.2,1.231,-0.174,-0.099,0.023,0.937,0.178,0.303,-0.077
+C,,3.9,0.090,-0.082,0.046,0.156,0.415,0.391,0.047,0.188
+BB,,17.0,1.164,0.281,-0.061,0.010,0.538,0.354,0.312,0.025
+C,,10.8,0.550,0.099,0.085,0.111,0.571,0.023,0.481,0.090
+C,,1.8,0.943,-0.439,0.007,0.460,1.076,0.321,0.371,-0.023
+AA,,7.4,0.505,0.488,0.067,0.067,0.450,0.208,0.451,0.079
+B,,16.2,0.124,0.079,0.003,0.302,1.132,0.248,0.018,0.044
+C,,0.9,0.410,-0.153,0.091,0.152,0.689,0.272,0.248,0.122
+AA,,7.8,0.730,0.414,-0.023,0.187,0.365,0.362,0.378,0.043
+B,,2.9,1.508,-0.319,-0.083,0.401,1.069,0.366,0.341,0.198
+B,,13.4,1.888,0.406,0.080,0.412,0.747,0.196,0.156,0.032
+BB,,9.4,1.753,0.218,0.001,0.231,0.778,0.212,0.035,0.173
+C,,18.1,1.981,0.252,0.099,0.319,0.364,0.410,0.192,0.152
+C,,5.2,0.865,-0.259,0.046,0.404,0.847,0.482,0.480,-0.029
+BB,,3.9,1.645,0.166,0.079,0.261,1.055,0.216,0.227,-0.072
+C,,9.0,1.096,0.279,-0.013,0.240,0.374,0.500,0.330,-0.045
+C,,5.9,0.285,-0.466,0.025,0.052,0.736,0.381,0.109,-0.069
+AA,,4.8,0.343,0.053,0.047,0.098,0.575,0.011,0.414,0.151
+B,,14.9,0.071,0.433,-0.047,0.163,1.252,0.151,0.131,-0.021
+C,,10.5,0.790,0.318,0.066,0.479,1.251,0.310,0.072,-0.020
+AA,,13.1,1.613,0.135,0.097,0.420,0.855,0.045,0.153,0.008
+B,,1.3,1.992,-0.495,0.042,0.164,0.426,0.415,0.208,0.077
+B,,16.1,0.785,0.216,-0.081,0.332,0.758,0.208,0.366,-0.080
+BB,,19.1,1.850,0.306,-0.051,0.202,1.063,0.398,0.466,0.173
+C,,5.2,1.288,-0.088,0.024,0.103,0.494,0.432,0.210,0.138
+C,,4.7,1.320,-0.375,0.027,0.136,0.556,0.029,0.469,0.001
+BB,,10.8,1.259,0.163,-0.085,0.005,1.148,0.113,0.279,-0.034
+C,,16.7,1.802,0.121,0.028,0.145,1.118,0.094,0.168,0.111
+C,,18.7,1.428,-0.320,0.081,0.300,0.788,0.137,0.008,0.063
+AA,,17.3,1.425,0.229,0.016,0.390,1.071,0.095,0.091,0.142
+B,,7.4,0.326,0.280,-0.043,0.239,1.041,0.097,0.055,0.132
+C,,5.2,0.035,0.467,0.078,0.212,1.081,0.241,0.116,0.158
+AA,,12.5,1.642,-0.325,0.029,0.241,0.551,0.074,0.468,-0.051
+B,,12.0,0.253,0.401,0.080,0.266,0.434,0.221,0.272,-0.067
+B,,9.8,0.205,-0.058,-0.045,0.239,0.871,0.054,0.204,0.153
+BB,,18.4,1.144,0.448,0.073,0.117,1.030,0.032,0.459,-0.094
+C,,18.4,0.743,-0.307,0.069,0.037,0.857,0.066,0.116,-0.015
+C,,1.3,1.671,-0.304,0.037,0.198,0.759,0.173,0.152,0.048
+BB,,19.9,0.562,-0.301,-0.095,0.157,1.163,0.398,0.241,0.126
+C,,9.8,0.167,0.085,-0.024,0.353,0.572,0.248,0.242,0.116
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+B,,7.1,0.535,0.274,0.037,0.033,0.916,0.070,0.142,0.096