_id year geography sex median_earnings earnings_gap_from_male earnings_gap_from_male_percent 1 2000 DVRPC Region All 50016 12778 0.203 2 2000 DVRPC Region Female 40441 22353 0.356 3 2000 DVRPC Region Male 62794 0 0.000 4 2000 NJ Counties Subregion All 51765 12775 0.198 5 2000 NJ Counties Subregion Female 41439 23101 0.358 6 2000 NJ Counties Subregion Male 64540 0 0.000 7 2000 PA Suburban Counties Subregion All 54449 15516 0.222 8 2000 PA Suburban Counties Subregion Female 42364 27601 0.394 9 2000 PA Suburban Counties Subregion Male 69965 0 0.000 10 2000 Philadelphia County Subregion All 39662 6323 0.138 11 2000 Philadelphia County Subregion Female 36046 9939 0.216 12 2000 Philadelphia County Subregion Male 45985 0 0.000 13 2005 DVRPC Region All 49870 11700 0.190 14 2005 DVRPC Region Female 40135 21435 0.348 15 2005 DVRPC Region Male 61570 0 0.000 16 2005 NJ Counties Subregion All 51352 11901 0.188 17 2005 NJ Counties Subregion Female 40935 22318 0.353 18 2005 NJ Counties Subregion Male 63253 0 0.000 19 2005 PA Suburban Counties Subregion All 53853 14354 0.210 20 2005 PA Suburban Counties Subregion Female 41610 26597 0.390 21 2005 PA Suburban Counties Subregion Male 68207 0 0.000 22 2005 Philadelphia County Subregion All 40081 5154 0.114 23 2005 Philadelphia County Subregion Female 36447 8788 0.194 24 2005 Philadelphia County Subregion Male 45235 0 0.000 25 2006 DVRPC Region All 48479 10520 0.178 26 2006 DVRPC Region Female 40523 18476 0.313 27 2006 DVRPC Region Male 58999 0 0.000 28 2006 NJ Counties Subregion All 50456 11083 0.180 29 2006 NJ Counties Subregion Female 41476 20063 0.326 30 2006 NJ Counties Subregion Male 61539 0 0.000 31 2006 PA Suburban Counties Subregion All 52356 13087 0.200 32 2006 PA Suburban Counties Subregion Female 42248 23195 0.354 33 2006 PA Suburban Counties Subregion Male 65443 0 0.000 34 2006 Philadelphia County Subregion All 38228 3511 0.084 35 2006 Philadelphia County Subregion Female 36195 5544 0.133 36 2006 Philadelphia County Subregion Male 41739 0 0.000 37 2007 DVRPC Region All 48209 10345 0.177 38 2007 DVRPC Region Female 39918 18636 0.318 39 2007 DVRPC Region Male 58554 0 0.000 40 2007 NJ Counties Subregion All 50853 10537 0.172 41 2007 NJ Counties Subregion Female 42072 19318 0.315 42 2007 NJ Counties Subregion Male 61390 0 0.000 43 2007 PA Suburban Counties Subregion All 52000 12481 0.194 44 2007 PA Suburban Counties Subregion Female 41639 22842 0.354 45 2007 PA Suburban Counties Subregion Male 64481 0 0.000 46 2007 Philadelphia County Subregion All 37400 5018 0.118 47 2007 Philadelphia County Subregion Female 34157 8261 0.195 48 2007 Philadelphia County Subregion Male 42418 0 0.000 49 2008 DVRPC Region All 49707 10327 0.172 50 2008 DVRPC Region Female 40415 19619 0.327 51 2008 DVRPC Region Male 60034 0 0.000 52 2008 NJ Counties Subregion All 51121 11153 0.179 53 2008 NJ Counties Subregion Female 41073 21201 0.340 54 2008 NJ Counties Subregion Male 62274 0 0.000 55 2008 PA Suburban Counties Subregion All 53917 12334 0.186 56 2008 PA Suburban Counties Subregion Female 42388 23863 0.360 57 2008 PA Suburban Counties Subregion Male 66251 0 0.000 58 2008 Philadelphia County Subregion All 39499 3949 0.091 59 2008 Philadelphia County Subregion Female 36024 7424 0.171 60 2008 Philadelphia County Subregion Male 43448 0 0.000 61 2009 DVRPC Region All 48167 9366 0.163 62 2009 DVRPC Region Female 39523 18010 0.313 63 2009 DVRPC Region Male 57533 0 0.000 64 2009 NJ Counties Subregion All 50196 9686 0.162 65 2009 NJ Counties Subregion Female 41033 18849 0.315 66 2009 NJ Counties Subregion Male 59882 0 0.000 67 2009 PA Suburban Counties Subregion All 51537 11810 0.186 68 2009 PA Suburban Counties Subregion Female 40724 22623 0.357 69 2009 PA Suburban Counties Subregion Male 63347 0 0.000 70 2009 Philadelphia County Subregion All 39662 3546 0.082 71 2009 Philadelphia County Subregion Female 35834 7374 0.171 72 2009 Philadelphia County Subregion Male 43208 0 0.000 73 2010 DVRPC Region All 47017 9554 0.169 74 2010 DVRPC Region Female 39620 16951 0.300 75 2010 DVRPC Region Male 56571 0 0.000 76 2010 NJ Counties Subregion All 49548 8949 0.153 77 2010 NJ Counties Subregion Female 42131 16366 0.280 78 2010 NJ Counties Subregion Male 58497 0 0.000 79 2010 PA Suburban Counties Subregion All 51232 12397 0.195 80 2010 PA Suburban Counties Subregion Female 41552 22077 0.347 81 2010 PA Suburban Counties Subregion Male 63629 0 0.000 82 2010 Philadelphia County Subregion All 36053 3965 0.099 83 2010 Philadelphia County Subregion Female 33337 6681 0.167 84 2010 Philadelphia County Subregion Male 40018 0 0.000 85 2011 DVRPC Region All 46775 8058 0.147 86 2011 DVRPC Region Female 39991 14842 0.271 87 2011 DVRPC Region Male 54833 0 0.000 88 2011 NJ Counties Subregion All 48982 8516 0.148 89 2011 NJ Counties Subregion Female 42224 15274 0.266 90 2011 NJ Counties Subregion Male 57498 0 0.000 91 2011 PA Suburban Counties Subregion All 51232 9662 0.159 92 2011 PA Suburban Counties Subregion Female 42176 18718 0.307 93 2011 PA Suburban Counties Subregion Male 60894 0 0.000 94 2011 Philadelphia County Subregion All 35967 3600 0.091 95 2011 Philadelphia County Subregion Female 33724 5843 0.148 96 2011 Philadelphia County Subregion Male 39567 0 0.000 97 2012 DVRPC Region All 46330 8539 0.156 98 2012 DVRPC Region Female 38806 16063 0.293 99 2012 DVRPC Region Male 54869 0 0.000 100 2012 NJ Counties Subregion All 48864 9018 0.156 101 2012 NJ Counties Subregion Female 40471 17411 0.301 102 2012 NJ Counties Subregion Male 57882 0 0.000 103 2012 PA Suburban Counties Subregion All 50786 10049 0.165 104 2012 PA Suburban Counties Subregion Female 41354 19481 0.320 105 2012 PA Suburban Counties Subregion Male 60835 0 0.000 106 2012 Philadelphia County Subregion All 35285 4142 0.105 107 2012 Philadelphia County Subregion Female 32699 6728 0.171 108 2012 Philadelphia County Subregion Male 39427 0 0.000 109 2013 DVRPC Region All 46042 7983 0.148 110 2013 DVRPC Region Female 38363 15662 0.290 111 2013 DVRPC Region Male 54025 0 0.000 112 2013 NJ Counties Subregion All 46454 9092 0.164 113 2013 NJ Counties Subregion Female 39267 16279 0.293 114 2013 NJ Counties Subregion Male 55546 0 0.000 115 2013 PA Suburban Counties Subregion All 50347 10037 0.166 116 2013 PA Suburban Counties Subregion Female 40529 19855 0.329 117 2013 PA Suburban Counties Subregion Male 60384 0 0.000 118 2013 Philadelphia County Subregion All 37848 2046 0.051 119 2013 Philadelphia County Subregion Female 33788 6106 0.153 120 2013 Philadelphia County Subregion Male 39894 0 0.000 121 2014 DVRPC Region All 45875 7361 0.138 122 2014 DVRPC Region Female 39025 14211 0.267 123 2014 DVRPC Region Male 53236 0 0.000 124 2014 NJ Counties Subregion All 47240 7944 0.144 125 2014 NJ Counties Subregion Female 39968 15216 0.276 126 2014 NJ Counties Subregion Male 55184 0 0.000 127 2014 PA Suburban Counties Subregion All 49931 9697 0.163 128 2014 PA Suburban Counties Subregion Female 41586 18042 0.303 129 2014 PA Suburban Counties Subregion Male 59628 0 0.000 130 2014 Philadelphia County Subregion All 37095 1704 0.044 131 2014 Philadelphia County Subregion Female 33717 5082 0.131 132 2014 Philadelphia County Subregion Male 38799 0 0.000 133 2015 DVRPC Region All 46294 7650 0.142 134 2015 DVRPC Region Female 38954 14990 0.278 135 2015 DVRPC Region Male 53944 0 0.000 136 2015 NJ Counties Subregion All 47389 7943 0.144 137 2015 NJ Counties Subregion Female 39479 15853 0.287 138 2015 NJ Counties Subregion Male 55332 0 0.000 139 2015 PA Suburban Counties Subregion All 50663 10316 0.169 140 2015 PA Suburban Counties Subregion Female 41765 19214 0.315 141 2015 PA Suburban Counties Subregion Male 60979 0 0.000 142 2015 Philadelphia County Subregion All 37399 1831 0.047 143 2015 Philadelphia County Subregion Female 33742 5488 0.140 144 2015 Philadelphia County Subregion Male 39230 0 0.000 145 2016 DVRPC Region All 47269 8032 0.145 146 2016 DVRPC Region Female 40019 15282 0.276 147 2016 DVRPC Region Male 55301 0 0.000 148 2016 NJ Counties Subregion All 49110 8275 0.144 149 2016 NJ Counties Subregion Female 41882 15503 0.270 150 2016 NJ Counties Subregion Male 57385 0 0.000 151 2016 PA Suburban Counties Subregion All 51623 11260 0.179 152 2016 PA Suburban Counties Subregion Female 41219 21664 0.345 153 2016 PA Suburban Counties Subregion Male 62883 0 0.000 154 2016 Philadelphia County Subregion All 37521 1226 0.032 155 2016 Philadelphia County Subregion Female 36024 2723 0.070 156 2016 Philadelphia County Subregion Male 38747 0 0.000 157 2017 DVRPC Region All 48190 8064 0.143 158 2017 DVRPC Region Female 40798 15456 0.275 159 2017 DVRPC Region Male 56254 0 0.000 160 2017 NJ Counties Subregion All 48857 8438 0.147 161 2017 NJ Counties Subregion Female 40434 16861 0.294 162 2017 NJ Counties Subregion Male 57295 0 0.000 163 2017 PA Suburban Counties Subregion All 53194 9737 0.155 164 2017 PA Suburban Counties Subregion Female 43375 19556 0.311 165 2017 PA Suburban Counties Subregion Male 62931 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 48173 7692 0.138 170 2018 DVRPC Region Female 40991 14874 0.266 171 2018 DVRPC Region Male 55865 0 0.000 172 2018 NJ Counties Subregion All 48857 7246 0.129 173 2018 NJ Counties Subregion Female 41241 14862 0.265 174 2018 NJ Counties Subregion Male 56103 0 0.000 175 2018 PA Suburban Counties Subregion All 53571 9662 0.153 176 2018 PA Suburban Counties Subregion Female 43750 19483 0.308 177 2018 PA Suburban Counties Subregion Male 63233 0 0.000 178 2018 Philadelphia County Subregion All 38053 3902 0.093 179 2018 Philadelphia County Subregion Female 36233 5722 0.136 180 2018 Philadelphia County Subregion Male 41955 0 0.000 181 2019 DVRPC Region All 48935 7996 0.140 182 2019 DVRPC Region Female 41692 15239 0.268 183 2019 DVRPC Region Male 56931 0 0.000 184 2019 NJ Counties Subregion All 50355 7362 0.128 185 2019 NJ Counties Subregion Female 43008 14709 0.255 186 2019 NJ Counties Subregion Male 57717 0 0.000 187 2019 PA Suburban Counties Subregion All 54974 9950 0.153 188 2019 PA Suburban Counties Subregion Female 44988 19936 0.307 189 2019 PA Suburban Counties Subregion Male 64924 0 0.000 190 2019 Philadelphia County Subregion All 37151 4335 0.104 191 2019 Philadelphia County Subregion Female 35137 6349 0.153 192 2019 Philadelphia County Subregion Male 41486 0 0.000 193 2021 DVRPC Region All 51108 8246 0.139 194 2021 DVRPC Region Female 43944 15410 0.260 195 2021 DVRPC Region Male 59354 0 0.000 196 2021 NJ Counties Subregion All 51514 8036 0.135 197 2021 NJ Counties Subregion Female 44175 15375 0.258 198 2021 NJ Counties Subregion Male 59550 0 0.000 199 2021 PA Suburban Counties Subregion All 55994 11071 0.165 200 2021 PA Suburban Counties Subregion Female 46661 20404 0.304 201 2021 PA Suburban Counties Subregion Male 67065 0 0.000 202 2021 Philadelphia County Subregion All 42229 2627 0.059 203 2021 Philadelphia County Subregion Female 39341 5515 0.123 204 2021 Philadelphia County Subregion Male 44856 0 0.000 205 2022 DVRPC Region All 50199 7626 0.132 206 2022 DVRPC Region Female 42658 15167 0.262 207 2022 DVRPC Region Male 57825 0 0.000 208 2022 NJ Counties Subregion All 50514 6611 0.116 209 2022 NJ Counties Subregion Female 43462 13663 0.239 210 2022 NJ Counties Subregion Male 57125 0 0.000 211 2022 PA Suburban Counties Subregion All 55518 10603 0.160 212 2022 PA Suburban Counties Subregion Female 45117 21004 0.318 213 2022 PA Suburban Counties Subregion Male 66121 0 0.000 214 2022 Philadelphia County Subregion All 40734 2445 0.057 215 2022 Philadelphia County Subregion Female 37976 5203 0.120 216 2022 Philadelphia County Subregion Male 43179 0 0.000