_id year geography sex median_earnings earnings_gap_from_male earnings_gap_from_male_percent 1 2000 DVRPC Region All 53610 13695 0.203 2 2000 DVRPC Region Female 43347 23958 0.356 3 2000 DVRPC Region Male 67305 0 0.000 4 2000 NJ Counties Subregion All 55484 13693 0.198 5 2000 NJ Counties Subregion Female 44416 24761 0.358 6 2000 NJ Counties Subregion Male 69177 0 0.000 7 2000 PA Suburban Counties Subregion All 58361 16630 0.222 8 2000 PA Suburban Counties Subregion Female 45407 29584 0.395 9 2000 PA Suburban Counties Subregion Male 74991 0 0.000 10 2000 Philadelphia County Subregion All 42512 6777 0.137 11 2000 Philadelphia County Subregion Female 38636 10653 0.216 12 2000 Philadelphia County Subregion Male 49289 0 0.000 13 2005 DVRPC Region All 53452 12541 0.190 14 2005 DVRPC Region Female 43019 22974 0.348 15 2005 DVRPC Region Male 65993 0 0.000 16 2005 NJ Counties Subregion All 55041 12756 0.188 17 2005 NJ Counties Subregion Female 43876 23921 0.353 18 2005 NJ Counties Subregion Male 67797 0 0.000 19 2005 PA Suburban Counties Subregion All 57722 15385 0.210 20 2005 PA Suburban Counties Subregion Female 44600 28507 0.390 21 2005 PA Suburban Counties Subregion Male 73107 0 0.000 22 2005 Philadelphia County Subregion All 42961 5524 0.114 23 2005 Philadelphia County Subregion Female 39065 9420 0.194 24 2005 Philadelphia County Subregion Male 48485 0 0.000 25 2006 DVRPC Region All 51962 11276 0.178 26 2006 DVRPC Region Female 43435 19803 0.313 27 2006 DVRPC Region Male 63238 0 0.000 28 2006 NJ Counties Subregion All 54081 11880 0.180 29 2006 NJ Counties Subregion Female 44456 21505 0.326 30 2006 NJ Counties Subregion Male 65961 0 0.000 31 2006 PA Suburban Counties Subregion All 56118 14027 0.200 32 2006 PA Suburban Counties Subregion Female 45283 24862 0.354 33 2006 PA Suburban Counties Subregion Male 70145 0 0.000 34 2006 Philadelphia County Subregion All 40974 3764 0.084 35 2006 Philadelphia County Subregion Female 38796 5942 0.133 36 2006 Philadelphia County Subregion Male 44738 0 0.000 37 2007 DVRPC Region All 51672 11089 0.177 38 2007 DVRPC Region Female 42785 19976 0.318 39 2007 DVRPC Region Male 62761 0 0.000 40 2007 NJ Counties Subregion All 54507 11294 0.172 41 2007 NJ Counties Subregion Female 45094 20707 0.315 42 2007 NJ Counties Subregion Male 65801 0 0.000 43 2007 PA Suburban Counties Subregion All 55736 13377 0.194 44 2007 PA Suburban Counties Subregion Female 44630 24483 0.354 45 2007 PA Suburban Counties Subregion Male 69113 0 0.000 46 2007 Philadelphia County Subregion All 40087 5378 0.118 47 2007 Philadelphia County Subregion Female 36611 8854 0.195 48 2007 Philadelphia County Subregion Male 45465 0 0.000 49 2008 DVRPC Region All 53278 11069 0.172 50 2008 DVRPC Region Female 43318 21029 0.327 51 2008 DVRPC Region Male 64347 0 0.000 52 2008 NJ Counties Subregion All 54794 11954 0.179 53 2008 NJ Counties Subregion Female 44024 22724 0.340 54 2008 NJ Counties Subregion Male 66748 0 0.000 55 2008 PA Suburban Counties Subregion All 57791 13220 0.186 56 2008 PA Suburban Counties Subregion Female 45433 25578 0.360 57 2008 PA Suburban Counties Subregion Male 71011 0 0.000 58 2008 Philadelphia County Subregion All 42337 4232 0.091 59 2008 Philadelphia County Subregion Female 38612 7957 0.171 60 2008 Philadelphia County Subregion Male 46569 0 0.000 61 2009 DVRPC Region All 51627 10040 0.163 62 2009 DVRPC Region Female 42363 19304 0.313 63 2009 DVRPC Region Male 61667 0 0.000 64 2009 NJ Counties Subregion All 53803 10381 0.162 65 2009 NJ Counties Subregion Female 43981 20203 0.315 66 2009 NJ Counties Subregion Male 64184 0 0.000 67 2009 PA Suburban Counties Subregion All 55240 12658 0.186 68 2009 PA Suburban Counties Subregion Female 43650 24248 0.357 69 2009 PA Suburban Counties Subregion Male 67898 0 0.000 70 2009 Philadelphia County Subregion All 42511 3801 0.082 71 2009 Philadelphia County Subregion Female 38408 7904 0.171 72 2009 Philadelphia County Subregion Male 46312 0 0.000 73 2010 DVRPC Region All 50395 10241 0.169 74 2010 DVRPC Region Female 42467 18169 0.300 75 2010 DVRPC Region Male 60636 0 0.000 76 2010 NJ Counties Subregion All 53108 9591 0.153 77 2010 NJ Counties Subregion Female 45158 17541 0.280 78 2010 NJ Counties Subregion Male 62699 0 0.000 79 2010 PA Suburban Counties Subregion All 54913 13288 0.195 80 2010 PA Suburban Counties Subregion Female 44538 23663 0.347 81 2010 PA Suburban Counties Subregion Male 68201 0 0.000 82 2010 Philadelphia County Subregion All 38643 4250 0.099 83 2010 Philadelphia County Subregion Female 35732 7161 0.167 84 2010 Philadelphia County Subregion Male 42893 0 0.000 85 2011 DVRPC Region All 50135 8638 0.147 86 2011 DVRPC Region Female 42864 15909 0.271 87 2011 DVRPC Region Male 58773 0 0.000 88 2011 NJ Counties Subregion All 52501 9128 0.148 89 2011 NJ Counties Subregion Female 45258 16371 0.266 90 2011 NJ Counties Subregion Male 61629 0 0.000 91 2011 PA Suburban Counties Subregion All 54913 10356 0.159 92 2011 PA Suburban Counties Subregion Female 45206 20063 0.307 93 2011 PA Suburban Counties Subregion Male 65269 0 0.000 94 2011 Philadelphia County Subregion All 38551 3859 0.091 95 2011 Philadelphia County Subregion Female 36146 6264 0.148 96 2011 Philadelphia County Subregion Male 42410 0 0.000 97 2012 DVRPC Region All 49659 9152 0.156 98 2012 DVRPC Region Female 41593 17218 0.293 99 2012 DVRPC Region Male 58811 0 0.000 100 2012 NJ Counties Subregion All 52374 9666 0.156 101 2012 NJ Counties Subregion Female 43378 18662 0.301 102 2012 NJ Counties Subregion Male 62040 0 0.000 103 2012 PA Suburban Counties Subregion All 54435 10771 0.165 104 2012 PA Suburban Counties Subregion Female 44325 20881 0.320 105 2012 PA Suburban Counties Subregion Male 65206 0 0.000 106 2012 Philadelphia County Subregion All 37820 4439 0.105 107 2012 Philadelphia County Subregion Female 35048 7211 0.171 108 2012 Philadelphia County Subregion Male 42259 0 0.000 109 2013 DVRPC Region All 49350 8556 0.148 110 2013 DVRPC Region Female 41119 16787 0.290 111 2013 DVRPC Region Male 57906 0 0.000 112 2013 NJ Counties Subregion All 49792 9745 0.164 113 2013 NJ Counties Subregion Female 42088 17449 0.293 114 2013 NJ Counties Subregion Male 59537 0 0.000 115 2013 PA Suburban Counties Subregion All 53964 10758 0.166 116 2013 PA Suburban Counties Subregion Female 43441 21281 0.329 117 2013 PA Suburban Counties Subregion Male 64722 0 0.000 118 2013 Philadelphia County Subregion All 40567 2193 0.051 119 2013 Philadelphia County Subregion Female 36216 6544 0.153 120 2013 Philadelphia County Subregion Male 42760 0 0.000 121 2014 DVRPC Region All 49171 7889 0.138 122 2014 DVRPC Region Female 41829 15231 0.267 123 2014 DVRPC Region Male 57060 0 0.000 124 2014 NJ Counties Subregion All 50634 8515 0.144 125 2014 NJ Counties Subregion Female 42839 16310 0.276 126 2014 NJ Counties Subregion Male 59149 0 0.000 127 2014 PA Suburban Counties Subregion All 53518 10394 0.163 128 2014 PA Suburban Counties Subregion Female 44574 19338 0.303 129 2014 PA Suburban Counties Subregion Male 63912 0 0.000 130 2014 Philadelphia County Subregion All 39760 1826 0.044 131 2014 Philadelphia County Subregion Female 36139 5447 0.131 132 2014 Philadelphia County Subregion Male 41586 0 0.000 133 2015 DVRPC Region All 49620 8200 0.142 134 2015 DVRPC Region Female 41752 16068 0.278 135 2015 DVRPC Region Male 57820 0 0.000 136 2015 NJ Counties Subregion All 50794 8513 0.144 137 2015 NJ Counties Subregion Female 42315 16992 0.287 138 2015 NJ Counties Subregion Male 59307 0 0.000 139 2015 PA Suburban Counties Subregion All 54302 11057 0.169 140 2015 PA Suburban Counties Subregion Female 44765 20594 0.315 141 2015 PA Suburban Counties Subregion Male 65359 0 0.000 142 2015 Philadelphia County Subregion All 40086 1963 0.047 143 2015 Philadelphia County Subregion Female 36166 5883 0.140 144 2015 Philadelphia County Subregion Male 42049 0 0.000 145 2016 DVRPC Region All 50665 8609 0.145 146 2016 DVRPC Region Female 42894 16380 0.276 147 2016 DVRPC Region Male 59274 0 0.000 148 2016 NJ Counties Subregion All 52638 8870 0.144 149 2016 NJ Counties Subregion Female 44891 16617 0.270 150 2016 NJ Counties Subregion Male 61508 0 0.000 151 2016 PA Suburban Counties Subregion All 55332 12069 0.179 152 2016 PA Suburban Counties Subregion Female 44180 23221 0.345 153 2016 PA Suburban Counties Subregion Male 67401 0 0.000 154 2016 Philadelphia County Subregion All 40217 1314 0.032 155 2016 Philadelphia County Subregion Female 38612 2919 0.070 156 2016 Philadelphia County Subregion Male 41531 0 0.000 157 2017 DVRPC Region All 51652 8644 0.143 158 2017 DVRPC Region Female 43729 16567 0.275 159 2017 DVRPC Region Male 60296 0 0.000 160 2017 NJ Counties Subregion All 52367 9044 0.147 161 2017 NJ Counties Subregion Female 43339 18072 0.294 162 2017 NJ Counties Subregion Male 61411 0 0.000 163 2017 PA Suburban Counties Subregion All 57016 10436 0.155 164 2017 PA Suburban Counties Subregion Female 46491 20961 0.311 165 2017 PA Suburban Counties Subregion Male 67452 0 0.000 166 2017 Philadelphia County Subregion All 167 2017 Philadelphia County Subregion Female 168 2017 Philadelphia County Subregion Male 169 2018 DVRPC Region All 51634 8244 0.138 170 2018 DVRPC Region Female 43936 15942 0.266 171 2018 DVRPC Region Male 59878 0 0.000 172 2018 NJ Counties Subregion All 52367 7767 0.129 173 2018 NJ Counties Subregion Female 44204 15930 0.265 174 2018 NJ Counties Subregion Male 60134 0 0.000 175 2018 PA Suburban Counties Subregion All 57420 10356 0.153 176 2018 PA Suburban Counties Subregion Female 46893 20883 0.308 177 2018 PA Suburban Counties Subregion Male 67776 0 0.000 178 2018 Philadelphia County Subregion All 40787 4182 0.093 179 2018 Philadelphia County Subregion Female 38836 6133 0.136 180 2018 Philadelphia County Subregion Male 44969 0 0.000 181 2019 DVRPC Region All 52450 8571 0.140 182 2019 DVRPC Region Female 44687 16334 0.268 183 2019 DVRPC Region Male 61021 0 0.000 184 2019 NJ Counties Subregion All 53973 7891 0.128 185 2019 NJ Counties Subregion Female 46097 15767 0.255 186 2019 NJ Counties Subregion Male 61864 0 0.000 187 2019 PA Suburban Counties Subregion All 58924 10664 0.153 188 2019 PA Suburban Counties Subregion Female 48220 21368 0.307 189 2019 PA Suburban Counties Subregion Male 69588 0 0.000 190 2019 Philadelphia County Subregion All 39820 4647 0.105 191 2019 Philadelphia County Subregion Female 37661 6806 0.153 192 2019 Philadelphia County Subregion Male 44467 0 0.000 193 2021 DVRPC Region All 54779 8839 0.139 194 2021 DVRPC Region Female 47102 16516 0.260 195 2021 DVRPC Region Male 63618 0 0.000 196 2021 NJ Counties Subregion All 55215 8613 0.135 197 2021 NJ Counties Subregion Female 47348 16480 0.258 198 2021 NJ Counties Subregion Male 63828 0 0.000 199 2021 PA Suburban Counties Subregion All 60017 11866 0.165 200 2021 PA Suburban Counties Subregion Female 50013 21870 0.304 201 2021 PA Suburban Counties Subregion Male 71883 0 0.000 202 2021 Philadelphia County Subregion All 45263 2815 0.059 203 2021 Philadelphia County Subregion Female 42167 5911 0.123 204 2021 Philadelphia County Subregion Male 48078 0 0.000 205 2022 DVRPC Region All 53805 8174 0.132 206 2022 DVRPC Region Female 45723 16256 0.262 207 2022 DVRPC Region Male 61979 0 0.000 208 2022 NJ Counties Subregion All 54143 7086 0.116 209 2022 NJ Counties Subregion Female 46584 14645 0.239 210 2022 NJ Counties Subregion Male 61229 0 0.000 211 2022 PA Suburban Counties Subregion All 59507 11364 0.160 212 2022 PA Suburban Counties Subregion Female 48358 22513 0.318 213 2022 PA Suburban Counties Subregion Male 70871 0 0.000 214 2022 Philadelphia County Subregion All 43660 2621 0.057 215 2022 Philadelphia County Subregion Female 40704 5577 0.121 216 2022 Philadelphia County Subregion Male 46281 0 0.000 217 2023 DVRPC Region All 52822 8092 0.133 218 2023 DVRPC Region Female 46123 14791 0.243 219 2023 DVRPC Region Male 60914 0 0.000 220 2023 NJ Counties Subregion All 52190 6387 0.109 221 2023 NJ Counties Subregion Female 46021 12556 0.214 222 2023 NJ Counties Subregion Male 58577 0 0.000 223 2023 PA Suburban Counties Subregion All 58047 10016 0.147 224 2023 PA Suburban Counties Subregion Female 48742 19321 0.284 225 2023 PA Suburban Counties Subregion Male 68063 0 0.000 226 2023 Philadelphia County Subregion All 44592 6082 0.120 227 2023 Philadelphia County Subregion Female 42005 8669 0.171 228 2023 Philadelphia County Subregion Male 50674 0 0.000 229 2024 DVRPC Region All 53274 7724 0.127 230 2024 DVRPC Region Female 46404 14594 0.239 231 2024 DVRPC Region Male 60998 0 0.000 232 2024 NJ Counties Subregion All 53684 6789 0.112 233 2024 NJ Counties Subregion Female 47434 13039 0.216 234 2024 NJ Counties Subregion Male 60473 0 0.000 235 2024 PA Suburban Counties Subregion All 58659 10595 0.153 236 2024 PA Suburban Counties Subregion Female 48683 20571 0.297 237 2024 PA Suburban Counties Subregion Male 69254 0 0.000 238 2024 Philadelphia County Subregion All 43815 2968 0.063 239 2024 Philadelphia County Subregion Female 41796 4987 0.107 240 2024 Philadelphia County Subregion Male 46783 0 0.000