rowid,cycle,state,senate_class,start_date,end_date,DEM_poll,REP_poll,DEM_result,REP_result,error,absolute_error 1,2016,IA,3,2016-08-30,2016-08-31,43.0,49.0,35.66,60.09,-18.430000000000007,18.430000000000007 2,2016,PA,3,2016-08-30,2016-08-31,44.0,41.0,47.34,48.77,-4.43,4.43 3,2016,NH,3,2016-08-30,2016-08-31,47.0,44.0,47.98,47.84,-2.8600000000000065,2.8600000000000065 4,2016,CO,3,2016-08-29,2016-08-31,48.0,38.0,49.97,44.31,-4.340000000000003,4.340000000000003 5,2016,NY,3,2016-08-28,2016-08-30,60.0,23.0,70.6,27.17,6.429999999999993,6.429999999999993 6,2016,NC,3,2016-08-27,2016-08-29,41.3,45.2,45.37,51.06,-1.7899999999999991,1.7899999999999991 7,2016,AK,3,2016-08-27,2016-08-29,12.0,56.0,11.62,44.36,11.259999999999998,11.259999999999998 8,2016,WI,3,2016-08-27,2016-08-30,54.0,41.0,46.81,50.17,-16.36,16.36 9,2016,PA,3,2016-08-26,2016-08-27,46.0,40.0,47.34,48.77,-7.43,7.43 10,2016,OH,3,2016-08-26,2016-08-27,39.0,48.0,37.16,58.03,-11.870000000000005,11.870000000000005 11,2016,MO,3,2016-08-26,2016-08-27,43.0,47.0,46.39,49.18,1.2100000000000009,1.2100000000000009 12,2016,WI,3,2016-08-26,2016-08-27,49.0,42.0,46.81,50.17,-10.36,10.36 13,2016,NC,3,2016-08-26,2016-08-27,43.0,46.0,45.37,51.06,-2.690000000000005,2.690000000000005 14,2016,NH,3,2016-08-26,2016-08-28,47.0,45.0,47.98,47.84,-1.8600000000000063,1.8600000000000063 15,2016,AZ,3,2016-08-26,2016-08-28,43.0,43.0,40.75,53.71,-12.96,12.96 16,2016,PA,3,2016-08-26,2016-08-29,45.0,41.0,47.34,48.77,-5.43,5.43 17,2016,WI,3,2016-08-25,2016-08-25,55.0,37.0,46.81,50.17,-21.36,21.36 18,2016,WI,3,2016-08-25,2016-08-28,48.0,45.0,46.81,50.17,-6.359999999999999,6.359999999999999 19,2016,PA,3,2016-08-25,2016-08-29,43.0,38.0,47.34,48.77,-6.43,6.43 20,2016,PA,3,2016-08-25,2016-08-28,39.0,46.0,47.34,48.77,5.57,5.57 21,2016,OH,3,2016-08-25,2016-08-27,25.0,40.0,37.16,58.03,-5.8700000000000045,5.8700000000000045 22,2016,FL,3,2016-08-22,2016-08-24,43.0,46.0,44.31,51.98,-4.669999999999995,4.669999999999995 23,2016,PA,3,2016-08-21,2016-08-28,48.0,45.0,47.34,48.77,-4.43,4.43 24,2016,WI,3,2016-08-21,2016-08-22,49.6,46.6,46.81,50.17,-6.359999999999999,6.359999999999999 25,2016,PA,3,2016-08-21,2016-08-28,47.0,42.0,47.34,48.77,-6.43,6.43 26,2016,NC,3,2016-08-20,2016-08-23,43.0,45.0,45.37,51.06,-3.690000000000005,3.690000000000005 27,2016,NH,3,2016-08-20,2016-08-28,51.0,27.0,47.98,47.84,-23.860000000000007,23.860000000000007 28,2016,NH,3,2016-08-20,2016-08-28,44.0,42.0,47.98,47.84,-1.8600000000000063,1.8600000000000063 29,2016,FL,3,2016-08-19,2016-08-22,39.0,44.0,44.31,51.98,-2.6699999999999946,2.6699999999999946 30,2016,UT,3,2016-08-19,2016-08-21,21.0,51.0,27.06,68.15,-11.090000000000003,11.090000000000003 31,2016,MO,3,2016-08-19,2016-08-22,43.0,48.0,46.39,49.18,2.210000000000001,2.210000000000001 32,2016,AZ,3,2016-08-18,2016-08-23,39.0,52.0,40.75,53.71,0.0399999999999991,0.0399999999999991 33,2016,NC,3,2016-08-18,2016-08-23,45.0,50.0,45.37,51.06,-0.6900000000000048,0.6900000000000048 34,2016,MD,3,2016-08-18,2016-08-30,55.0,26.0,60.89,35.67,-3.780000000000001,3.780000000000001 35,2016,ID,3,2016-08-18,2016-08-31,20.0,57.0,27.73,66.13,-1.3999999999999917,1.3999999999999917 36,2016,OH,3,2016-08-18,2016-08-21,40.0,48.0,37.16,58.03,-12.870000000000005,12.870000000000005 37,2016,FL,3,2016-08-18,2016-08-24,42.0,43.0,44.31,51.98,-6.669999999999995,6.669999999999995 38,2016,OH,3,2016-08-17,2016-08-19,39.0,46.0,37.16,58.03,-13.870000000000005,13.870000000000005 39,2016,IA,3,2016-08-17,2016-08-19,38.0,45.0,35.66,60.09,-17.430000000000007,17.430000000000007 40,2016,IN,3,2016-08-15,2016-08-18,55.0,39.0,42.41,52.11,-25.700000000000003,25.700000000000003 41,2016,NV,3,2016-08-15,2016-08-17,37.0,37.0,47.1,44.67,2.43,2.43 42,2016,FL,3,2016-08-14,2016-08-18,38.0,46.0,44.31,51.98,0.3300000000000054,0.3300000000000054 43,2016,IN,3,2016-08-13,2016-08-16,48.0,41.0,42.41,52.11,-16.700000000000003,16.700000000000003 44,2016,FL,3,2016-08-12,2016-08-15,43.0,48.0,44.31,51.98,-2.6699999999999946,2.6699999999999946 45,2016,NH,3,2016-08-10,2016-08-12,42.0,41.0,47.98,47.84,-0.8600000000000065,0.8600000000000065 46,2016,FL,3,2016-08-10,2016-08-10,43.4,44.7,44.31,51.98,-6.36999999999999,6.36999999999999 47,2016,IN,3,2016-08-10,2016-08-14,54.0,36.0,42.41,52.11,-27.700000000000003,27.700000000000003 48,2016,FL,3,2016-08-09,2016-08-15,45.0,44.0,44.31,51.98,-8.669999999999995,8.669999999999995 49,2016,WA,3,2016-08-09,2016-08-13,52.0,34.0,58.83,40.86,-0.0300000000000011,0.0300000000000011 50,2016,SC,3,2016-08-09,2016-08-10,28.0,45.0,36.93,60.57,-6.640000000000001,6.640000000000001 51,2016,CO,3,2016-08-09,2016-08-16,54.0,38.0,49.97,44.31,-10.340000000000003,10.340000000000003 52,2016,IA,3,2016-08-09,2016-08-16,42.0,51.0,35.66,60.09,-15.430000000000009,15.430000000000009 53,2016,IA,3,2016-08-08,2016-08-10,42.0,52.0,35.66,60.09,-14.430000000000009,14.430000000000009 54,2016,NY,3,2016-08-07,2016-08-10,63.0,24.0,70.6,27.17,4.429999999999993,4.429999999999993 55,2016,NH,3,2016-08-07,2016-08-08,46.0,43.0,47.98,47.84,-2.8600000000000065,2.8600000000000065 56,2016,GA,3,2016-08-06,2016-08-07,30.0,39.0,41.03,54.78,-4.75,4.75 57,2016,NH,3,2016-08-05,2016-08-07,47.0,42.0,47.98,47.84,-4.860000000000007,4.860000000000007 58,2016,NC,3,2016-08-05,2016-08-07,37.0,41.0,45.37,51.06,-1.6900000000000048,1.6900000000000048 59,2016,FL,3,2016-08-05,2016-08-07,40.0,42.0,44.31,51.98,-5.669999999999995,5.669999999999995 60,2016,MO,3,2016-08-05,2016-08-06,40.0,47.0,46.39,49.18,4.210000000000001,4.210000000000001 61,2016,WI,3,2016-08-04,2016-08-07,50.0,39.0,46.81,50.17,-14.36,14.36 62,2016,NC,3,2016-08-04,2016-08-10,46.0,44.0,45.37,51.06,-7.690000000000005,7.690000000000005 63,2016,FL,3,2016-08-04,2016-08-10,43.0,49.0,44.31,51.98,-1.6699999999999946,1.6699999999999946 64,2016,CO,3,2016-08-04,2016-08-10,53.0,38.0,49.97,44.31,-9.340000000000003,9.340000000000003 65,2016,WI,3,2016-08-04,2016-08-07,49.0,43.0,46.81,50.17,-9.36,9.36 66,2016,WI,3,2016-08-04,2016-08-07,53.0,42.0,46.81,50.17,-14.36,14.36 67,2016,WI,3,2016-08-04,2016-08-07,47.0,38.0,46.81,50.17,-12.36,12.36 68,2016,IA,3,2016-08-03,2016-08-07,42.0,52.0,35.66,60.09,-14.430000000000009,14.430000000000009 69,2016,OH,3,2016-08-03,2016-08-07,43.0,48.0,37.16,58.03,-15.870000000000005,15.870000000000005 70,2016,PA,3,2016-08-03,2016-08-07,48.0,44.0,47.34,48.77,-5.43,5.43 71,2016,KS,3,2016-08-03,2016-08-07,32.0,52.0,32.24,62.18,-9.939999999999998,9.939999999999998 72,2016,KY,3,2016-08-02,2016-08-04,40.7,59.3,42.72,57.27,4.04999999999999,4.04999999999999 73,2016,NV,3,2016-08-02,2016-08-05,35.0,38.0,47.1,44.67,5.43,5.43 74,2016,GA,3,2016-08-01,2016-08-04,42.0,48.0,41.03,54.78,-7.75,7.75 75,2016,IL,3,2016-08-01,2016-08-04,44.0,37.0,54.86,39.78,8.079999999999998,8.079999999999998 76,2016,FL,3,2016-08-01,2016-08-03,31.0,45.0,44.31,51.98,6.330000000000005,6.330000000000005 77,2016,FL,3,2016-08-01,2016-08-03,33.0,46.0,44.31,51.98,5.330000000000005,5.330000000000005 78,2016,IN,3,2016-08-01,2016-08-03,58.0,32.0,42.41,52.11,-35.7,35.7 79,2016,KY,3,2016-07-31,2016-08-01,38.0,50.0,42.72,57.27,-2.5500000000000043,2.5500000000000043 80,2016,PA,3,2016-07-31,2016-08-04,42.0,40.0,47.34,48.77,-3.43,3.43 81,2016,PA,3,2016-07-30,2016-08-07,47.0,44.0,47.34,48.77,-4.43,4.43 82,2016,FL,3,2016-07-30,2016-08-07,45.0,48.0,44.31,51.98,-4.669999999999995,4.669999999999995 83,2016,FL,3,2016-07-30,2016-08-07,48.0,34.0,44.31,51.98,-21.669999999999995,21.669999999999995 84,2016,OH,3,2016-07-30,2016-08-07,40.0,49.0,37.16,58.03,-11.870000000000005,11.870000000000005 85,2016,WI,3,2016-07-30,2016-08-01,49.7,44.2,46.81,50.17,-8.86,8.86 86,2016,NH,3,2016-07-29,2016-08-01,48.0,37.0,47.98,47.84,-10.860000000000008,10.860000000000008 87,2016,PA,3,2016-07-29,2016-08-01,39.0,38.0,47.34,48.77,-2.43,2.43 88,2016,UT,3,2016-07-18,2016-08-04,22.0,57.0,27.06,68.15,-6.090000000000003,6.090000000000003 89,2014,IA,2,2014-08-28,2014-08-30,43.0,45.0,43.76,52.1,-6.340000000000003,6.340000000000003 90,2014,OK,2,2014-08-28,2014-08-30,27.6,59.1,28.55,68.01,-7.960000000000008,7.960000000000008 91,2014,OK,3,2014-08-28,2014-08-30,27.9,58.4,28.98,67.85,-8.36999999999999,8.36999999999999 92,2014,NH,2,2014-08-27,2014-08-28,50.0,44.0,51.46,48.21,-2.75,2.75 93,2014,OK,3,2014-08-27,2014-08-28,34.0,57.0,28.98,67.85,-15.86999999999999,15.86999999999999 94,2014,IL,2,2014-08-27,2014-08-27,47.78,40.5,53.55,42.69,3.5799999999999983,3.5799999999999983 95,2014,MI,2,2014-08-27,2014-08-27,46.0,44.0,54.61,41.33,11.28,11.28 96,2014,SD,2,2014-08-27,2014-08-28,37.5,42.0,29.51,50.37,-16.359999999999996,16.359999999999996 97,2014,IL,2,2014-08-25,2014-08-27,44.0,38.0,53.55,42.69,4.859999999999999,4.859999999999999 98,2014,AR,2,2014-08-25,2014-08-26,44.0,43.0,39.43,56.5,-18.07,18.07 99,2014,KY,2,2014-08-25,2014-08-27,42.0,46.0,40.72,56.19,-11.47,11.47 100,2014,GA,2,2014-08-24,2014-08-25,44.74,43.09,45.21,52.89,-9.329999999999998,9.329999999999998