_id year geography sex participation_rate rate_gap_from_male 1 2005 DVRPC Region All 0.786 0.062 2 2005 DVRPC Region Female 0.729 0.119 3 2005 DVRPC Region Male 0.848 0.000 4 2005 NJ Counties Subregion All 0.809 0.065 5 2005 NJ Counties Subregion Female 0.748 0.126 6 2005 NJ Counties Subregion Male 0.874 0.000 7 2005 PA Suburban Counties Subregion All 0.812 0.065 8 2005 PA Suburban Counties Subregion Female 0.750 0.127 9 2005 PA Suburban Counties Subregion Male 0.877 0.000 10 2005 Philadelphia County Subregion All 0.715 0.048 11 2005 Philadelphia County Subregion Female 0.675 0.088 12 2005 Philadelphia County Subregion Male 0.763 0.000 13 2006 DVRPC Region All 0.779 0.047 14 2006 DVRPC Region Female 0.734 0.092 15 2006 DVRPC Region Male 0.826 0.000 16 2006 NJ Counties Subregion All 0.792 0.042 17 2006 NJ Counties Subregion Female 0.750 0.084 18 2006 NJ Counties Subregion Male 0.834 0.000 19 2006 PA Suburban Counties Subregion All 0.811 0.058 20 2006 PA Suburban Counties Subregion Female 0.755 0.114 21 2006 PA Suburban Counties Subregion Male 0.869 0.000 22 2006 Philadelphia County Subregion All 0.707 0.030 23 2006 Philadelphia County Subregion Female 0.680 0.057 24 2006 Philadelphia County Subregion Male 0.737 0.000 25 2007 DVRPC Region All 0.783 0.053 26 2007 DVRPC Region Female 0.733 0.103 27 2007 DVRPC Region Male 0.836 0.000 28 2007 NJ Counties Subregion All 0.795 0.053 29 2007 NJ Counties Subregion Female 0.742 0.106 30 2007 NJ Counties Subregion Male 0.848 0.000 31 2007 PA Suburban Counties Subregion All 0.814 0.055 32 2007 PA Suburban Counties Subregion Female 0.760 0.109 33 2007 PA Suburban Counties Subregion Male 0.869 0.000 34 2007 Philadelphia County Subregion All 0.718 0.042 35 2007 Philadelphia County Subregion Female 0.680 0.080 36 2007 Philadelphia County Subregion Male 0.760 0.000 37 2008 DVRPC Region All 0.794 0.045 38 2008 DVRPC Region Female 0.751 0.088 39 2008 DVRPC Region Male 0.839 0.000 40 2008 NJ Counties Subregion All 0.812 0.039 41 2008 NJ Counties Subregion Female 0.773 0.078 42 2008 NJ Counties Subregion Male 0.851 0.000 43 2008 PA Suburban Counties Subregion All 0.826 0.058 44 2008 PA Suburban Counties Subregion Female 0.769 0.115 45 2008 PA Suburban Counties Subregion Male 0.884 0.000 46 2008 Philadelphia County Subregion All 0.718 0.026 47 2008 Philadelphia County Subregion Female 0.695 0.049 48 2008 Philadelphia County Subregion Male 0.744 0.000 49 2009 DVRPC Region All 0.796 0.043 50 2009 DVRPC Region Female 0.756 0.083 51 2009 DVRPC Region Male 0.839 0.000 52 2009 NJ Counties Subregion All 0.818 0.041 53 2009 NJ Counties Subregion Female 0.777 0.082 54 2009 NJ Counties Subregion Male 0.859 0.000 55 2009 PA Suburban Counties Subregion All 0.829 0.052 56 2009 PA Suburban Counties Subregion Female 0.778 0.103 57 2009 PA Suburban Counties Subregion Male 0.881 0.000 58 2009 Philadelphia County Subregion All 0.723 0.024 59 2009 Philadelphia County Subregion Female 0.701 0.046 60 2009 Philadelphia County Subregion Male 0.747 0.000 61 2010 DVRPC Region All 0.787 0.039 62 2010 DVRPC Region Female 0.749 0.077 63 2010 DVRPC Region Male 0.826 0.000 64 2010 NJ Counties Subregion All 0.812 0.037 65 2010 NJ Counties Subregion Female 0.776 0.073 66 2010 NJ Counties Subregion Male 0.849 0.000 67 2010 PA Suburban Counties Subregion All 0.828 0.051 68 2010 PA Suburban Counties Subregion Female 0.778 0.101 69 2010 PA Suburban Counties Subregion Male 0.879 0.000 70 2010 Philadelphia County Subregion All 0.696 0.020 71 2010 Philadelphia County Subregion Female 0.678 0.038 72 2010 Philadelphia County Subregion Male 0.716 0.000 73 2011 DVRPC Region All 0.780 0.036 74 2011 DVRPC Region Female 0.746 0.070 75 2011 DVRPC Region Male 0.816 0.000 76 2011 NJ Counties Subregion All 0.805 0.034 77 2011 NJ Counties Subregion Female 0.774 0.065 78 2011 NJ Counties Subregion Male 0.839 0.000 79 2011 PA Suburban Counties Subregion All 0.816 0.049 80 2011 PA Suburban Counties Subregion Female 0.768 0.097 81 2011 PA Suburban Counties Subregion Male 0.865 0.000 82 2011 Philadelphia County Subregion All 0.699 0.015 83 2011 Philadelphia County Subregion Female 0.686 0.028 84 2011 Philadelphia County Subregion Male 0.714 0.000 85 2012 DVRPC Region All 0.781 0.036 86 2012 DVRPC Region Female 0.746 0.071 87 2012 DVRPC Region Male 0.817 0.000 88 2012 NJ Counties Subregion All 0.796 0.031 89 2012 NJ Counties Subregion Female 0.765 0.062 90 2012 NJ Counties Subregion Male 0.827 0.000 91 2012 PA Suburban Counties Subregion All 0.820 0.051 92 2012 PA Suburban Counties Subregion Female 0.770 0.101 93 2012 PA Suburban Counties Subregion Male 0.871 0.000 94 2012 Philadelphia County Subregion All 0.705 0.015 95 2012 Philadelphia County Subregion Female 0.690 0.030 96 2012 Philadelphia County Subregion Male 0.720 0.000 97 2013 DVRPC Region All 0.786 0.037 98 2013 DVRPC Region Female 0.750 0.073 99 2013 DVRPC Region Male 0.823 0.000 100 2013 NJ Counties Subregion All 0.798 0.037 101 2013 NJ Counties Subregion Female 0.762 0.073 102 2013 NJ Counties Subregion Male 0.835 0.000 103 2013 PA Suburban Counties Subregion All 0.823 0.051 104 2013 PA Suburban Counties Subregion Female 0.775 0.099 105 2013 PA Suburban Counties Subregion Male 0.874 0.000 106 2013 Philadelphia County Subregion All 0.716 0.015 107 2013 Philadelphia County Subregion Female 0.702 0.029 108 2013 Philadelphia County Subregion Male 0.731 0.000 109 2014 DVRPC Region All 0.787 0.040 110 2014 DVRPC Region Female 0.749 0.078 111 2014 DVRPC Region Male 0.827 0.000 112 2014 NJ Counties Subregion All 0.804 0.045 113 2014 NJ Counties Subregion Female 0.761 0.088 114 2014 NJ Counties Subregion Male 0.849 0.000 115 2014 PA Suburban Counties Subregion All 0.821 0.047 116 2014 PA Suburban Counties Subregion Female 0.775 0.093 117 2014 PA Suburban Counties Subregion Male 0.868 0.000 118 2014 Philadelphia County Subregion All 0.717 0.021 119 2014 Philadelphia County Subregion Female 0.697 0.041 120 2014 Philadelphia County Subregion Male 0.738 0.000 121 2015 DVRPC Region All 0.787 0.040 122 2015 DVRPC Region Female 0.749 0.078 123 2015 DVRPC Region Male 0.827 0.000 124 2015 NJ Counties Subregion All 0.802 0.039 125 2015 NJ Counties Subregion Female 0.763 0.078 126 2015 NJ Counties Subregion Male 0.841 0.000 127 2015 PA Suburban Counties Subregion All 0.820 0.049 128 2015 PA Suburban Counties Subregion Female 0.774 0.095 129 2015 PA Suburban Counties Subregion Male 0.869 0.000 130 2015 Philadelphia County Subregion All 0.722 0.025 131 2015 Philadelphia County Subregion Female 0.698 0.049 132 2015 Philadelphia County Subregion Male 0.747 0.000 133 2016 DVRPC Region All 0.784 0.038 134 2016 DVRPC Region Female 0.748 0.074 135 2016 DVRPC Region Male 0.822 0.000 136 2016 NJ Counties Subregion All 0.802 0.042 137 2016 NJ Counties Subregion Female 0.762 0.082 138 2016 NJ Counties Subregion Male 0.844 0.000 139 2016 PA Suburban Counties Subregion All 0.816 0.043 140 2016 PA Suburban Counties Subregion Female 0.775 0.084 141 2016 PA Suburban Counties Subregion Male 0.859 0.000 142 2016 Philadelphia County Subregion All 0.716 0.024 143 2016 Philadelphia County Subregion Female 0.695 0.045 144 2016 Philadelphia County Subregion Male 0.740 0.000 145 2017 DVRPC Region All 0.783 0.042 146 2017 DVRPC Region Female 0.742 0.083 147 2017 DVRPC Region Male 0.825 0.000 148 2017 NJ Counties Subregion All 0.798 0.045 149 2017 NJ Counties Subregion Female 0.755 0.088 150 2017 NJ Counties Subregion Male 0.843 0.000 151 2017 PA Suburban Counties Subregion All 0.827 0.050 152 2017 PA Suburban Counties Subregion Female 0.779 0.098 153 2017 PA Suburban Counties Subregion Male 0.877 0.000 154 2017 Philadelphia County Subregion All 155 2017 Philadelphia County Subregion Female 156 2017 Philadelphia County Subregion Male 157 2018 DVRPC Region All 0.795 0.033 158 2018 DVRPC Region Female 0.763 0.065 159 2018 DVRPC Region Male 0.828 0.000 160 2018 NJ Counties Subregion All 0.800 0.033 161 2018 NJ Counties Subregion Female 0.767 0.066 162 2018 NJ Counties Subregion Male 0.833 0.000 163 2018 PA Suburban Counties Subregion All 0.832 0.044 164 2018 PA Suburban Counties Subregion Female 0.790 0.086 165 2018 PA Suburban Counties Subregion Male 0.876 0.000 166 2018 Philadelphia County Subregion All 0.733 0.014 167 2018 Philadelphia County Subregion Female 0.720 0.027 168 2018 Philadelphia County Subregion Male 0.747 0.000 169 2019 DVRPC Region All 0.798 0.034 170 2019 DVRPC Region Female 0.766 0.066 171 2019 DVRPC Region Male 0.832 0.000 172 2019 NJ Counties Subregion All 0.804 0.029 173 2019 NJ Counties Subregion Female 0.776 0.057 174 2019 NJ Counties Subregion Male 0.833 0.000 175 2019 PA Suburban Counties Subregion All 0.829 0.046 176 2019 PA Suburban Counties Subregion Female 0.784 0.091 177 2019 PA Suburban Counties Subregion Male 0.875 0.000 178 2019 Philadelphia County Subregion All 0.746 0.018 179 2019 Philadelphia County Subregion Female 0.729 0.035 180 2019 Philadelphia County Subregion Male 0.764 0.000 181 2021 DVRPC Region All 0.800 0.033 182 2021 DVRPC Region Female 0.768 0.065 183 2021 DVRPC Region Male 0.833 0.000 184 2021 NJ Counties Subregion All 0.798 0.039 185 2021 NJ Counties Subregion Female 0.760 0.077 186 2021 NJ Counties Subregion Male 0.837 0.000 187 2021 PA Suburban Counties Subregion All 0.828 0.041 188 2021 PA Suburban Counties Subregion Female 0.788 0.081 189 2021 PA Suburban Counties Subregion Male 0.869 0.000 190 2021 Philadelphia County Subregion All 0.755 0.014 191 2021 Philadelphia County Subregion Female 0.743 0.026 192 2021 Philadelphia County Subregion Male 0.769 0.000 193 2022 DVRPC Region All 0.812 0.033 194 2022 DVRPC Region Female 0.780 0.065 195 2022 DVRPC Region Male 0.845 0.000 196 2022 NJ Counties Subregion All 0.812 0.037 197 2022 NJ Counties Subregion Female 0.776 0.073 198 2022 NJ Counties Subregion Male 0.849 0.000 199 2022 PA Suburban Counties Subregion All 0.835 0.042 200 2022 PA Suburban Counties Subregion Female 0.793 0.084 201 2022 PA Suburban Counties Subregion Male 0.877 0.000 202 2022 Philadelphia County Subregion All 0.775 0.012 203 2022 Philadelphia County Subregion Female 0.765 0.022 204 2022 Philadelphia County Subregion Male 0.787 0.000 205 2023 DVRPC Region All 0.816 0.034 206 2023 DVRPC Region Female 0.782 0.068 207 2023 DVRPC Region Male 0.850 0.000 208 2023 NJ Counties Subregion All 0.814 0.027 209 2023 NJ Counties Subregion Female 0.788 0.053 210 2023 NJ Counties Subregion Male 0.841 0.000 211 2023 PA Suburban Counties Subregion All 0.834 0.036 212 2023 PA Suburban Counties Subregion Female 0.799 0.071 213 2023 PA Suburban Counties Subregion Male 0.870 0.000 214 2023 Philadelphia County Subregion All 0.787 0.028 215 2023 Philadelphia County Subregion Female 0.761 0.054 216 2023 Philadelphia County Subregion Male 0.815 0.000