education,income,seniority,gender,party 8,26.43,9,female,Independent 8,37.449,7,Not female,Democrat 10,34.182,16,female,Independent 10,25.479,1,female,Republican 10,47.034,14,Not female,Democrat 12,46.488,11,female,Democrat 12,52.48,16,female,Independent 12,37.656,14,Not female,Democrat 12,50.265,24,Not female,Democrat 14,32.631,5,female,Independent 14,49.968,18,Not female,Independent 14,64.926,26,Not female,Independent 15,37.302,8,female,Democrat 16,38.586,11,female,Independent 16,55.878,22,female,Independent 16,59.499,20,female,Independent 16,55.782,6,Not female,Democrat 16,63.471,10,Not female,Democrat 17,60.068,10,female,Independent 18,54.84,20,female,Republican 18,62.466,16,female,Republican 19,56.019,21,female,Independent 19,65.142,16,Not female,Republican 20,56.343,22,female,Independent 20,54.672,12,female,Independent 20,61.629,5,Not female,Republican 20,82.726,23,Not female,Republican 21,71.202,26,female,Democrat 21,73.542,16,Not female,Republican 22,56.322,8,female,Independent 22,70.044,14,Not female,Independent 24,79.227,27,Not female,Democrat