wage lnwage educ exper lnexper lneduc male
7.780208 2.051583 1 23 3.178054 0 1
4.818504 1.572464 1 15 2.772589 0 0
10.56364 2.357418 1 31 3.465736 0 1
7.04243 1.951953 1 32 3.496508 0 1
7.887521 2.065282 1 9 2.302585 0 1
8.200056 2.104141 1 15 2.772589 0 0
8.214291 2.105875 1 26 3.295837 0 1
10.37832 2.339719 1 23 3.178054 0 1
10.95489 2.393786 1 13 2.639057 0 1
7.211448 1.97567 1 22 3.135494 0 1
6.968298 1.941371 1 39 3.688879 0 0
7.433676 2.006021 1 20 3.044523 0 0
8.310067 2.117468 1 16 2.833213 0 1
6.757514 1.910655 1 38 3.663562 0 0
12.1815 2.499918 1 41 3.73767 0 1
6.297266 1.840116 1 37 3.637586 0 0
8.095829 2.091349 1 18 2.944439 0 0
7.709608 2.042467 1 24 3.218876 0 1
7.404612 2.002103 1 31 3.465736 0 1
8.783751 2.172904 1 34 3.555348 0 1
8.791205 2.173752 1 20 3.044523 0 1
9.10821 2.209176 1 35 3.583519 0 1
6.520351 1.874928 1 23 3.178054 0 0
9.21918 2.221286 1 40 3.713572 0 1
3.380366 1.217984 1 23 3.178054 0 0
8.169218 2.100373 1 33 3.526361 0 1
11.71267 2.460671 1 15 2.772589 0 1
9.577704 2.259438 1 31 3.465736 0 1
7.613438 2.029915 1 18 2.944439 0 1
8.339927 2.121054 1 31 3.465736 0 1
9.933533 2.295916 1 33 3.526361 0 1
8.591764 2.150804 1 11 2.484907 0 1
6.510334 1.873391 1 28 3.367296 0 1
8.803038 2.175097 1 17 2.890372 0 1
9.702904 2.272425 1 26 3.295837 0 1
7.746673 2.047263 1 18 2.944439 0 1
7.464975 2.010222 1 28 3.367296 0 1
9.192224 2.218358 1 18 2.944439 0 1
8.8957 2.185568 1 37 3.637586 0 1
9.155158 2.214318 1 22 3.135494 0 1
7.922733 2.069736 1 19 2.995732 0 0
4.507155 1.505666 1 27 3.332205 0 1
8.16781 2.100201 1 19 2.995732 0 1
11.97213 2.482582 1 32 3.496508 0 1
7.90919 2.068025 1 40 3.713572 0 1
11.55681 2.447275 1 21 3.091043 0 1
9.577704 2.259438 1 21 3.091043 0 1
4.151327 1.423428 1 2 1.098612 0 0
9.859402 2.288425 1 30 3.433987 0 1
7.746673 2.047263 1 29 3.401197 0 1
6.921702 1.934662 1 21 3.091043 0 0
5.633944 1.72881 1 32 3.496508 0 1
8.25598 2.110938 1 33 3.526361 0 1
7.746673 2.047263 1 4 1.609438 0 1
12.67637 2.53974 1 34 3.555348 0 1
7.857869 2.061516 1 36 3.610918 0 1
4.507155 1.505666 1 13 2.639057 0 0
7.746673 2.047263 1 19 2.995732 0 1
8.607414 2.152624 1 21 3.091043 0 1
7.751743 2.047918 1 37 3.637586 0 1
11.73738 2.462779 1 32 3.496508 0 1
8.048491 2.085485 1 21 3.091043 0 1
8.154392 2.098557 1 40 3.713572 0 1
9.859402 2.288425 1 21 3.091043 0 1
8.450915 2.134275 1 41 3.73767 0 0
9.77341 2.279665 1 37 3.637586 0 0
9.901508 2.292687 1 26 3.295837 0 1
7.355426 1.995438 1 18 2.944439 0 1
4.892635 1.587731 1 16 2.833213 0 0
9.01431 2.198813 1 27 3.332205 0 1
6.596606 1.886555 1 39 3.688879 0 0
9.155158 2.214318 1 21 3.091043 0 1
6.500704 1.871911 1 18 2.944439 0 1
10.95489 2.393786 1 35 3.583519 0 1
13.38062 2.593807 1 37 3.637586 0 1
11.26789 2.421957 1 24 3.218876 0 1
7.887521 2.065282 1 29 3.401197 0 0
9.637009 2.265611 1 35 3.583519 0 1
11.73738 2.462779 1 23 3.178054 0 1
7.324127 1.991174 1 20 3.044523 0 1
9.637009 2.265611 1 27 3.332205 0 1
11.11963 2.408712 1 30 3.433987 0 1
8.450915 2.134275 1 28 3.367296 0 1
5.329406 1.67324 1 32 3.496508 0 0
8.450915 2.134275 1 29 3.401197 0 1
7.800845 2.054232 1 15 2.772589 0 1
9.637009 2.265611 1 33 3.526361 0 1
7.511925 2.016492 1 19 2.995732 0 0
11.26789 2.421957 1 37 3.637586 0 1
10.46304 2.347849 1 18 2.944439 0 1
5.962692 1.785522 1 13 2.639057 0 0
8.450915 2.134275 1 14 2.70805 0 0
6.084659 1.805771 1 28 3.367296 0 1
7.54546 2.020946 1 9 2.302585 0 1
4.969427 1.603305 1 19 2.995732 0 0
10.1411 2.316596 1 34 3.555348 0 1
8.169218 2.100373 1 34 3.555348 0 1
9.718553 2.274037 1 33 3.526361 0 1
9.637009 2.265611 1 45 3.828641 0 1
11.26789 2.421957 2 17 2.890372 .6931472 1
9.859402 2.288425 2 24 3.218876 .6931472 1
10.56364 2.357418 2 18 2.944439 .6931472 1
15.77504 2.758429 2 20 3.044523 .6931472 1
8.772856 2.171662 2 21 3.091043 .6931472 1
7.269605 1.983702 2 41 3.73767 .6931472 0
11.26789 2.421957 2 17 2.890372 .6931472 1
12.1815 2.499918 2 22 3.135494 .6931472 1
12.0092 2.485673 2 35 3.583519 .6931472 1
9.577704 2.259438 2 39 3.688879 .6931472 1
7.04243 1.951953 2 12 2.564949 .6931472 1
6.179732 1.821275 2 23 3.178054 .6931472 0
9.184663 2.217535 2 25 3.258096 .6931472 1
6.103439 1.808852 2 30 3.433987 .6931472 1
10.97136 2.395289 2 18 2.944439 .6931472 1
8.374781 2.125225 2 33 3.526361 .6931472 1
3.467042 1.243302 2 20 3.044523 .6931472 1
9.965195 2.299098 2 29 3.401197 .6931472 1
6.17051 1.819781 2 4 1.609438 .6931472 0
9.155158 2.214318 2 13 2.639057 .6931472 1
12.15746 2.497943 2 35 3.583519 .6931472 1
11.3779 2.431673 2 33 3.526361 .6931472 1
7.04243 1.951953 2 4 1.609438 .6931472 1
14.82617 2.696394 2 34 3.555348 .6931472 0
10.45702 2.347274 2 21 3.091043 .6931472 0
10.56364 2.357418 2 31 3.465736 .6931472 0
6.703194 1.902584 2 15 2.772589 .6931472 1
8.263118 2.111802 2 16 2.833213 .6931472 0
5.633944 1.72881 2 15 2.772589 .6931472 0
13.14587 2.576108 2 34 3.555348 .6931472 1
8.920411 2.188342 2 23 3.178054 .6931472 1
9.155158 2.214318 2 8 2.197225 .6931472 1
7.183279 1.971756 2 24 3.218876 .6931472 1
6.139554 1.814752 2 22 3.135494 .6931472 0
13.77186 2.622627 2 45 3.828641 .6931472 1
12.30572 2.510064 2 15 2.772589 .6931472 1
9.637009 2.265611 2 23 3.178054 .6931472 1
7.887521 2.065282 2 18 2.944439 .6931472 1
12.11298 2.494277 2 33 3.526361 .6931472 1
8.450915 2.134275 2 37 3.637586 .6931472 0
6.671776 1.897886 2 32 3.496508 .6931472 0
12.15746 2.497943 2 34 3.555348 .6931472 0
10.25318 2.327588 2 15 2.772589 .6931472 1
6.651184 1.894795 2 31 3.465736 .6931472 0
8.707004 2.164128 2 11 2.484907 .6931472 1
8.154392 2.098557 2 21 3.091043 .6931472 1
7.696202 2.040727 2 11 2.484907 .6931472 1
8.154392 2.098557 2 14 2.70805 .6931472 0
8.02837 2.082982 2 21 3.091043 .6931472 1
9.859402 2.288425 2 24 3.218876 .6931472 1
11.73738 2.462779 2 23 3.178054 .6931472 1
14.82617 2.696394 2 27 3.332205 .6931472 1
7.511925 2.016492 2 23 3.178054 .6931472 1
12.7505 2.545571 2 20 3.044523 .6931472 1
5.365661 1.680019 2 26 3.295837 .6931472 1
11.41615 2.435029 2 23 3.178054 .6931472 1
10.37832 2.339719 2 7 2.079442 .6931472 1
10.67484 2.36789 2 24 3.218876 .6931472 0
7.124344 1.963518 2 22 3.135494 .6931472 0
11.44395 2.437461 2 25 3.258096 .6931472 1
10.56364 2.357418 2 20 3.044523 .6931472 1
11.11963 2.408712 2 15 2.772589 .6931472 1
12.30572 2.510064 2 16 2.833213 .6931472 1
4.42667 1.487648 2 29 3.401197 .6931472 1
6.438793 1.862341 2 24 3.218876 .6931472 1
7.547794 2.021255 2 9 2.302585 .6931472 1
8.021846 2.082169 2 18 2.944439 .6931472 0
9.389906 2.239635 2 13 2.639057 .6931472 1
8.450915 2.134275 2 18 2.944439 .6931472 0
8.751392 2.169213 2 23 3.178054 .6931472 1
7.981421 2.077116 2 20 3.044523 .6931472 1
8.450915 2.134275 2 4 1.609438 .6931472 1
7.355426 1.995438 2 10 2.397895 .6931472 0
12.4171 2.519075 2 29 3.401197 .6931472 1
12.07274 2.49095 2 14 2.70805 .6931472 1
11.13223 2.409844 2 24 3.218876 .6931472 1
8.8957 2.185568 2 14 2.70805 .6931472 1
5.710078 1.742233 2 2 1.098612 .6931472 1
7.561346 2.023049 2 9 2.302585 .6931472 0
16.90183 2.827422 2 24 3.218876 .6931472 1
5.633944 1.72881 2 6 1.94591 .6931472 1
8.02837 2.082982 2 34 3.555348 .6931472 1
6.671776 1.897886 2 33 3.526361 .6931472 1
9.637009 2.265611 2 24 3.218876 .6931472 1
7.44244 2.007199 2 11 2.484907 .6931472 1
8.361336 2.123618 2 4 1.609438 .6931472 1
12.89877 2.557132 2 17 2.890372 .6931472 0
5.633944 1.72881 2 3 1.386294 .6931472 1
9.859402 2.288425 2 30 3.433987 .6931472 1
10.70449 2.370663 2 22 3.135494 .6931472 1
16.76098 2.819054 2 17 2.890372 .6931472 1
7.11656 1.962425 2 13 2.639057 .6931472 0
8.097756 2.091587 2 15 2.772589 .6931472 1
4.619834 1.530359 2 27 3.332205 .6931472 1
8.747439 2.168761 2 34 3.555348 .6931472 1
9.637009 2.265611 2 21 3.091043 .6931472 1
7.709608 2.042467 2 16 2.833213 .6931472 1
12.20688 2.502 2 31 3.465736 .6931472 1
7.887521 2.065282 2 16 2.833213 .6931472 0
9.155158 2.214318 2 21 3.091043 .6931472 1
8.8957 2.185568 2 16 2.833213 .6931472 0
5.477445 1.700639 2 8 2.197225 .6931472 1
8.154392 2.098557 2 27 3.332205 .6931472 1
11.11963 2.408712 2 22 3.135494 .6931472 1
10.51754 2.353044 2 23 3.178054 .6931472 1
7.04243 1.951953 2 13 2.639057 .6931472 1
5.258348 1.659817 2 7 2.079442 .6931472 1
8.154392 2.098557 2 26 3.295837 .6931472 0
6.820037 1.919865 2 20 3.044523 .6931472 0
11.26789 2.421957 2 25 3.258096 .6931472 1
3.634802 1.290555 2 4 1.609438 .6931472 1
6.572935 1.88296 2 2 1.098612 .6931472 1
8.756651 2.169814 2 19 2.995732 .6931472 1
4.346185 1.469298 2 12 2.564949 .6931472 1
9.139508 2.212607 2 39 3.688879 .6931472 1
11.71267 2.460671 2 30 3.433987 .6931472 1
9.603313 2.262108 2 32 3.496508 .6931472 1
7.324127 1.991174 2 10 2.397895 .6931472 1
8.217635 2.106282 2 27 3.332205 .6931472 0
7.04243 1.951953 2 20 3.044523 .6931472 0
12.55776 2.530339 2 24 3.218876 .6931472 1
9.624654 2.264328 2 27 3.332205 .6931472 0
9.219652 2.221337 2 30 3.433987 .6931472 0
14.46553 2.671769 2 35 3.583519 .6931472 1
8.450915 2.134275 2 15 2.772589 .6931472 1
6.479035 1.868572 2 3 1.386294 .6931472 1
13.24738 2.5838 2 23 3.178054 .6931472 1
7.746673 2.047263 2 3 1.386294 .6931472 1
7.746673 2.047263 2 5 1.791759 .6931472 1
8.900504 2.186108 2 14 2.70805 .6931472 1
8.222513 2.106876 2 25 3.258096 .6931472 1
10.89723 2.388509 2 18 2.944439 .6931472 1
10.56364 2.357418 2 15 2.772589 .6931472 1
10.56364 2.357418 2 38 3.663562 .6931472 1
6.338187 1.846593 2 11 2.484907 .6931472 1
9.155158 2.214318 2 29 3.401197 .6931472 1
7.413084 2.003247 2 22 3.135494 .6931472 1
7.11656 1.962425 2 4 1.609438 .6931472 1
11.45779 2.43867 2 8 2.197225 .6931472 0
11.71297 2.460697 2 31 3.465736 .6931472 1
8.144589 2.097354 2 20 3.044523 .6931472 0
7.324127 1.991174 2 4 1.609438 .6931472 0
7.629299 2.031996 2 14 2.70805 .6931472 0
6.861855 1.925978 2 19 2.995732 .6931472 1
13.59189 2.609473 2 21 3.091043 .6931472 1
10.56364 2.357418 2 30 3.433987 .6931472 1
6.197338 1.82412 2 0 0 .6931472 0
8.22971 2.107751 2 30 3.433987 .6931472 0
7.629299 2.031996 2 21 3.091043 .6931472 0
6.056489 1.80113 2 1 .6931472 .6931472 1
5.446146 1.694908 2 7 2.079442 .6931472 0
12.87759 2.555488 2 24 3.218876 .6931472 1
13.89133 2.631265 2 20 3.044523 .6931472 1
9.976775 2.30026 2 35 3.583519 .6931472 0
11.19376 2.415356 2 28 3.367296 .6931472 0
7.605824 2.028914 2 18 2.944439 .6931472 1
11.97213 2.482582 2 31 3.465736 .6931472 1
8.978134 2.194792 2 19 2.995732 .6931472 1
9.155158 2.214318 2 34 3.555348 .6931472 1
5.555695 1.714823 2 33 3.526361 .6931472 0
7.04243 1.951953 2 2 1.098612 .6931472 1
11.97213 2.482582 2 16 2.833213 .6931472 1
10.37832 2.339719 2 22 3.135494 .6931472 1
5.778404 1.754128 2 0 0 .6931472 1
24.73454 3.2082 2 46 3.850147 .6931472 1
5.633944 1.72881 2 6 1.94591 .6931472 1
5.937551 1.781297 2 20 3.044523 .6931472 0
4.892635 1.587731 2 5 1.791759 .6931472 1
17.21483 2.845771 2 25 3.258096 .6931472 1
7.413084 2.003247 2 10 2.397895 .6931472 0
17.27249 2.849115 2 38 3.663562 .6931472 1
6.707076 1.903163 2 22 3.135494 .6931472 0
9.637009 2.265611 2 13 2.639057 .6931472 1
7.906536 2.06769 2 31 3.465736 .6931472 0
7.857869 2.061516 2 15 2.772589 .6931472 1
4.577579 1.52117 2 26 3.295837 .6931472 0
7.30326 1.988321 2 22 3.135494 .6931472 0
14.82617 2.696394 2 23 3.178054 .6931472 1
10.1411 2.316596 2 25 3.258096 .6931472 0
9.136125 2.212236 2 14 2.70805 .6931472 1
7.11656 1.962425 2 27 3.332205 .6931472 0
10.64956 2.365519 2 20 3.044523 .6931472 1
11.42016 2.43538 2 33 3.526361 .6931472 1
8.8957 2.185568 2 18 2.944439 .6931472 1
8.048491 2.085485 2 9 2.302585 .6931472 0
7.04243 1.951953 2 5 1.791759 .6931472 1
9.859402 2.288425 2 21 3.091043 .6931472 1
7.232766 1.978621 2 1 .6931472 .6931472 1
7.04243 1.951953 2 14 2.70805 .6931472 0
13.38062 2.593807 2 21 3.091043 .6931472 0
8.446913 2.133801 2 16 2.833213 .6931472 0
9.389906 2.239635 2 32 3.496508 .6931472 1
5.633944 1.72881 2 5 1.791759 .6931472 1
8.216167 2.106104 2 12 2.564949 .6931472 1
10.65881 2.366387 2 20 3.044523 .6931472 1
11.12704 2.409378 2 20 3.044523 .6931472 1
7.04243 1.951953 2 24 3.218876 .6931472 1
10.0159 2.304174 2 18 2.944439 .6931472 1
14.08486 2.6451 2 27 3.332205 .6931472 1
7.464975 2.010222 2 6 1.94591 .6931472 0
10.98619 2.396639 2 19 2.995732 .6931472 1
10.98619 2.396639 2 17 2.890372 .6931472 1
6.09075 1.806771 2 30 3.433987 .6931472 1
10.53234 2.354451 2 27 3.332205 .6931472 0
10.56364 2.357418 2 26 3.295837 .6931472 1
16.90183 2.827422 2 33 3.526361 .6931472 1
7.887521 2.065282 2 10 2.397895 .6931472 1
8.450915 2.134275 2 27 3.332205 .6931472 1
13.77186 2.622627 2 39 3.688879 .6931472 1
6.259043 1.834027 2 1 .6931472 .6931472 1
13.38062 2.593807 2 24 3.218876 .6931472 0
14.16099 2.650491 2 31 3.465736 .6931472 1
2.190978 .7843481 2 36 3.610918 .6931472 0
8.450915 2.134275 2 17 2.890372 .6931472 1
7.746673 2.047263 2 13 2.639057 .6931472 0
9.209274 2.220211 2 26 3.295837 .6931472 1
7.253703 1.981512 2 21 3.091043 .6931472 1
5.189158 1.646572 2 27 3.332205 .6931472 0
7.103669 1.960611 2 24 3.218876 .6931472 0
6.619884 1.890078 2 15 2.772589 .6931472 1
12.60224 2.533875 2 32 3.496508 .6931472 1
7.981421 2.077116 2 6 1.94591 .6931472 1
7.219617 1.976802 2 13 2.639057 .6931472 0
10.43021 2.344706 2 20 3.044523 .6931472 1
10.64189 2.364799 2 10 2.397895 .6931472 1
10.00025 2.30261 2 20 3.044523 .6931472 1
8.450915 2.134275 2 22 3.135494 .6931472 1
8.541364 2.144921 2 14 2.70805 .6931472 1
13.38062 2.593807 2 46 3.850147 .6931472 1
8.54521 2.145371 2 11 2.484907 .6931472 1
9.89454 2.291983 2 21 3.091043 .6931472 1
12.44707 2.521485 2 22 3.135494 .6931472 0
11.26789 2.421957 2 20 3.044523 .6931472 1
8.006131 2.080208 2 34 3.555348 .6931472 1
5.211398 1.650848 2 15 2.772589 .6931472 1
10.29663 2.331816 2 13 2.639057 .6931472 1
7.711812 2.042753 2 29 3.401197 .6931472 1
9.389906 2.239635 2 25 3.258096 .6931472 1
8.599177 2.151667 2 23 3.178054 .6931472 1
8.763912 2.170642 2 28 3.367296 .6931472 1
8.302653 2.116575 2 45 3.828641 .6931472 1
7.098065 1.959822 2 38 3.663562 .6931472 1
10.3289 2.334945 2 14 2.70805 .6931472 1
12.56803 2.531156 2 14 2.70805 .6931472 1
6.775959 1.913381 2 15 2.772589 .6931472 0
7.709608 2.042467 2 29 3.401197 .6931472 0
8.513515 2.141655 2 16 2.833213 .6931472 1
10.37832 2.339719 2 32 3.496508 .6931472 1
10.25674 2.327935 2 6 1.94591 .6931472 1
9.823286 2.284756 2 40 3.713572 .6931472 1
7.179275 1.971198 2 31 3.465736 .6931472 0
6.103439 1.808852 2 24 3.218876 .6931472 1
7.981421 2.077116 2 26 3.295837 .6931472 0
9.577704 2.259438 2 25 3.258096 .6931472 1
5.281822 1.664271 2 15 2.772589 .6931472 0
8.095088 2.091258 2 32 3.496508 .6931472 0
9.296007 2.229585 2 27 3.332205 .6931472 0
8.8957 2.185568 2 12 2.564949 .6931472 1
9.897469 2.292279 2 29 3.401197 .6931472 1
20.94671 3.041982 2 27 3.332205 .6931472 1
6.338187 1.846593 2 2 1.098612 .6931472 1
8.519622 2.142372 2 22 3.135494 .6931472 1
9.637009 2.265611 2 23 3.178054 .6931472 0
7.577654 2.025204 2 29 3.401197 .6931472 1
10.11221 2.313743 2 11 2.484907 .6931472 1
9.338965 2.234195 3 38 3.663562 1.098612 1
8.450915 2.134275 3 5 1.791759 1.098612 1
7.746673 2.047263 3 1 .6931472 1.098612 0
12.41355 2.518789 3 19 2.995732 1.098612 0
11.97213 2.482582 3 16 2.833213 1.098612 1
10.78619 2.378266 3 9 2.302585 1.098612 1
14.16534 2.650798 3 9 2.302585 1.098612 1
7.605824 2.028914 3 20 3.044523 1.098612 0
13.77186 2.622627 3 26 3.295837 1.098612 1
10.1411 2.316596 3 22 3.135494 1.098612 1
9.637009 2.265611 3 4 1.609438 1.098612 1
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