did_example
Qinlu.Hu
2022/11/1
An example with real data
(1) import a subset of data that comes from Callaway and Sant’Anna (2020)
data(mpdta)This is a dataset that contains county-level teen employment rates from 2003-2007.
Y= lemp
mpdta## year countyreal lpop lemp first.treat treat
## 866 2003 8001 5.89676093 8.461469 2007 1
## 841 2004 8001 5.89676093 8.336870 2007 1
## 842 2005 8001 5.89676093 8.340217 2007 1
## 819 2006 8001 5.89676093 8.378161 2007 1
## 827 2007 8001 5.89676093 8.487352 2007 1
## 937 2003 8019 2.23237720 4.997212 2007 1
## 938 2004 8019 2.23237720 5.081404 2007 1
## 939 2005 8019 2.23237720 4.787492 2007 1
## 940 2006 8019 2.23237720 4.990433 2007 1
## 941 2007 8019 2.23237720 5.036953 2007 1
## 951 2003 8023 1.29828248 2.197225 2007 1
## 952 2004 8023 1.29828248 2.302585 2007 1
## 953 2005 8023 1.29828248 2.772589 2007 1
## 954 2006 8023 1.29828248 1.945910 2007 1
## 955 2007 8023 1.29828248 2.995732 2007 1
## 1176 2003 8029 3.32625829 5.883322 2007 1
## 1177 2004 8029 3.32625829 5.789960 2007 1
## 1178 2005 8029 3.32625829 5.857933 2007 1
## 1179 2006 8029 3.32625829 5.998937 2007 1
## 1167 2007 8029 3.32625829 6.104793 2007 1
## 1097 2003 8041 6.24790553 8.968651 2007 1
## 976 2004 8041 6.24790553 8.915701 2007 1
## 977 2005 8041 6.24790553 8.900958 2007 1
## 978 2006 8041 6.24790553 8.902728 2007 1
## 979 2007 8041 6.24790553 8.881003 2007 1
## 1170 2003 8063 2.08081560 4.941642 2007 1
## 1171 2004 8063 2.08081560 4.867534 2007 1
## 1172 2005 8063 2.08081560 4.663439 2007 1
## 1228 2006 8063 2.08081560 4.812184 2007 1
## 1229 2007 8063 2.08081560 4.919981 2007 1
## 1212 2003 8075 3.02061999 5.697093 2007 1
## 1213 2004 8075 3.02061999 5.631212 2007 1
## 1214 2005 8075 3.02061999 5.720312 2007 1
## 1202 2006 8075 3.02061999 5.796058 2007 1
## 1203 2007 8075 3.02061999 5.560682 2007 1
## 1066 2003 8103 1.78942341 4.454347 2007 1
## 1067 2004 8103 1.78942341 4.584967 2007 1
## 1068 2005 8103 1.78942341 4.753590 2007 1
## 1069 2006 8103 1.78942341 4.905275 2007 1
## 1070 2007 8103 1.78942341 4.718499 2007 1
## 909 2003 8117 3.15904089 6.378426 2007 1
## 910 2004 8117 3.15904089 6.274762 2007 1
## 911 2005 8117 3.15904089 6.284134 2007 1
## 912 2006 8117 3.15904089 6.381816 2007 1
## 913 2007 8117 3.15904089 6.431331 2007 1
## 883 2003 8123 5.19814338 7.755339 2007 1
## 884 2004 8123 5.19814338 7.687997 2007 1
## 885 2005 8123 5.19814338 7.754053 2007 1
## 886 2006 8123 5.19814338 7.789455 2007 1
## 887 2007 8123 5.19814338 7.803027 2007 1
## 1609 2003 12007 3.26147544 5.501258 2006 1
## 1610 2004 12007 3.26147544 5.594711 2006 1
## 1611 2005 12007 3.26147544 5.247024 2006 1
## 1612 2006 12007 3.26147544 5.433722 2006 1
## 1573 2007 12007 3.26147544 5.442418 2006 1
## 1530 2003 12019 4.94743987 7.772753 2006 1
## 1531 2004 12019 4.94743987 7.811163 2006 1
## 1532 2005 12019 4.94743987 7.801391 2006 1
## 1614 2006 12019 4.94743987 7.863267 2006 1
## 1655 2007 12019 4.94743987 7.870166 2006 1
## 1680 2003 12023 4.03447070 6.991177 2006 1
## 1690 2004 12023 4.03447070 6.538140 2006 1
## 1691 2005 12023 4.03447070 6.590301 2006 1
## 1696 2006 12023 4.03447070 6.551080 2006 1
## 1697 2007 12023 4.03447070 6.717805 2006 1
## 1695 2003 12029 2.62662320 3.850148 2006 1
## 1698 2004 12029 2.62662320 4.077537 2006 1
## 1699 2005 12029 2.62662320 4.356709 2006 1
## 1681 2006 12029 2.62662320 4.317488 2006 1
## 1682 2007 12029 2.62662320 4.330733 2006 1
## 1389 2003 12051 3.58933532 6.426488 2006 1
## 1390 2004 12051 3.58933532 6.423247 2006 1
## 1391 2005 12051 3.58933532 6.373320 2006 1
## 1392 2006 12051 3.58933532 6.411818 2006 1
## 1393 2007 12051 3.58933532 6.373320 2006 1
## 1335 2003 12071 6.08879087 8.758727 2006 1
## 1336 2004 12071 6.08879087 8.798455 2006 1
## 1337 2005 12071 6.08879087 8.991189 2006 1
## 1338 2006 12071 6.08879087 9.151651 2006 1
## 1339 2007 12071 6.08879087 9.068431 2006 1
## 1310 2003 12087 4.37687589 6.723832 2006 1
## 1311 2004 12087 4.37687589 6.792344 2006 1
## 1312 2005 12087 4.37687589 6.758095 2006 1
## 1313 2006 12087 4.37687589 6.746412 2006 1
## 1314 2007 12087 4.37687589 6.747587 2006 1
## 1414 2003 12093 3.58101581 5.723585 2006 1
## 1537 2004 12093 3.58101581 6.011267 2006 1
## 1538 2005 12093 3.58101581 6.102559 2006 1
## 1539 2006 12093 3.58101581 6.091310 2006 1
## 1540 2007 12093 3.58101581 6.144186 2006 1
## 1550 2003 12097 5.15035666 7.590852 2006 1
## 1551 2004 12097 5.15035666 7.593878 2006 1
## 1552 2005 12097 5.15035666 7.765569 2006 1
## 1553 2006 12097 5.15035666 7.873217 2006 1
## 1554 2007 12097 5.15035666 7.847372 2006 1
## 1557 2003 12099 7.03102015 9.768641 2006 1
## 1558 2004 12099 7.03102015 9.629182 2006 1
## 1559 2005 12099 7.03102015 9.722026 2006 1
## 1560 2006 12099 7.03102015 9.816240 2006 1
## 1561 2007 12099 7.03102015 9.893639 2006 1
## 1471 2003 12109 4.81328131 7.550661 2006 1
## 1472 2004 12109 4.81328131 7.627057 2006 1
## 1473 2005 12109 4.81328131 7.711997 2006 1
## 1474 2006 12109 4.81328131 7.862882 2006 1
## 1475 2007 12109 4.81328131 7.881182 2006 1
## 1485 2003 12113 4.76850428 7.090910 2006 1
## 1486 2004 12113 4.76850428 7.163947 2006 1
## 1487 2005 12113 4.76850428 7.360740 2006 1
## 1488 2006 12113 4.76850428 7.403061 2006 1
## 1489 2007 12113 4.76850428 7.333676 2006 1
## 1513 2003 12121 3.55088096 5.673323 2006 1
## 1514 2004 12121 3.55088096 5.697093 2006 1
## 1515 2005 12121 3.55088096 5.700444 2006 1
## 1516 2006 12121 3.55088096 5.777652 2006 1
## 1517 2007 12121 3.55088096 5.783825 2006 1
## 2203 2003 13011 2.66875482 5.273000 0 0
## 2204 2004 13011 2.66875482 5.313206 0 0
## 2205 2005 13011 2.66875482 5.493061 0 0
## 2206 2006 13011 2.66875482 5.598422 0 0
## 2207 2007 13011 2.66875482 5.572154 0 0
## 2210 2003 13013 3.83176694 6.188264 0 0
## 2211 2004 13013 3.83176694 6.182085 0 0
## 2212 2005 13013 3.83176694 6.255750 0 0
## 2213 2006 13013 3.83176694 6.437752 0 0
## 2214 2007 13013 3.83176694 6.401917 0 0
## 2231 2003 13019 2.78716941 5.564520 0 0
## 2232 2004 13019 2.78716941 5.556828 0 0
## 2233 2005 13019 2.78716941 5.655992 0 0
## 2234 2006 13019 2.78716941 5.627621 0 0
## 2235 2007 13019 2.78716941 4.997212 0 0
## 2238 2003 13021 5.03621857 7.738924 0 0
## 2239 2004 13021 5.03621857 7.727976 0 0
## 2240 2005 13021 5.03621857 7.731492 0 0
## 2241 2006 13021 5.03621857 7.709757 0 0
## 2242 2007 13021 5.03621857 7.607381 0 0
## 1807 2003 13037 1.84371921 2.772589 0 0
## 1808 2004 13037 1.84371921 3.044522 0 0
## 1713 2005 13037 1.84371921 2.708050 0 0
## 1714 2006 13037 1.84371921 3.178054 0 0
## 1715 2007 13037 1.84371921 3.465736 0 0
## 1718 2003 13039 3.77652396 6.224558 0 0
## 1719 2004 13039 3.77652396 6.291569 0 0
## 1701 2005 13039 3.77652396 6.356108 0 0
## 1706 2006 13039 3.77652396 6.342121 0 0
## 1722 2007 13039 3.77652396 6.293419 0 0
## 1760 2003 13049 2.33039479 4.624973 0 0
## 1761 2004 13049 2.33039479 4.465908 0 0
## 1762 2005 13049 2.33039479 4.663439 0 0
## 1723 2006 13049 2.33039479 4.700480 0 0
## 1724 2007 13049 2.33039479 4.753590 0 0
## 1788 2003 13057 4.95514373 7.422374 0 0
## 1789 2004 13057 4.95514373 7.499977 0 0
## 1790 2005 13057 4.95514373 7.626083 0 0
## 1791 2006 13057 4.95514373 7.713785 0 0
## 1792 2007 13057 4.95514373 7.803435 0 0
## 2062 2003 13077 4.49104919 7.113142 0 0
## 2063 2004 13077 4.49104919 7.078342 0 0
## 2064 2005 13077 4.49104919 7.104144 0 0
## 2065 2006 13077 4.49104919 7.161622 0 0
## 2066 2007 13077 4.49104919 7.263330 0 0
## 2069 2003 13079 2.52532856 4.025352 0 0
## 2070 2004 13079 2.52532856 3.663562 0 0
## 2071 2005 13079 2.52532856 3.433987 0 0
## 2072 2006 13079 2.52532856 3.401197 0 0
## 2073 2007 13079 2.52532856 3.135494 0 0
## 2361 2003 13093 2.44451859 3.761200 0 0
## 2362 2004 13093 2.44451859 3.737670 0 0
## 2363 2005 13093 2.44451859 3.637586 0 0
## 2364 2006 13093 2.44451859 4.094345 0 0
## 2365 2007 13093 2.44451859 4.343805 0 0
## 2375 2003 13097 4.52367810 7.427144 0 0
## 2376 2004 13097 4.52367810 7.467942 0 0
## 2377 2005 13097 4.52367810 7.575072 0 0
## 2378 2006 13097 4.52367810 7.715124 0 0
## 2379 2007 13097 4.52367810 7.827640 0 0
## 2174 2003 13109 2.35089895 5.198497 0 0
## 2175 2004 13109 2.35089895 5.159055 0 0
## 2176 2005 13109 2.35089895 5.214936 0 0
## 2177 2006 13109 2.35089895 5.135798 0 0
## 2178 2007 13109 2.35089895 5.209486 0 0
## 2188 2003 13113 4.51374545 7.425358 0 0
## 2189 2004 13113 4.51374545 7.443664 0 0
## 2190 2005 13113 4.51374545 7.451822 0 0
## 2191 2006 13113 4.51374545 7.517521 0 0
## 2192 2007 13113 4.51374545 7.637234 0 0
## 1838 2003 13117 4.58911194 7.331060 0 0
## 1960 2004 13117 4.58911194 7.388946 0 0
## 1961 2005 13117 4.58911194 7.527794 0 0
## 1962 2006 13117 4.58911194 7.647309 0 0
## 1963 2007 13117 4.58911194 7.638198 0 0
## 2000 2003 13129 3.78655048 6.445720 0 0
## 2001 2004 13129 3.78655048 6.376727 0 0
## 2002 2005 13129 3.78655048 6.361302 0 0
## 2003 2006 13129 3.78655048 6.354370 0 0
## 2004 2007 13129 3.78655048 6.398595 0 0
## 2021 2003 13135 6.37748856 9.194821 0 0
## 2022 2004 13135 6.37748856 9.145909 0 0
## 2023 2005 13135 6.37748856 9.194821 0 0
## 2024 2006 13135 6.37748856 9.295049 0 0
## 2025 2007 13135 6.37748856 9.295692 0 0
## 1820 2003 13147 3.13536377 5.583496 0 0
## 1821 2004 13147 3.13536377 5.442418 0 0
## 1822 2005 13147 3.13536377 5.583496 0 0
## 1823 2006 13147 3.13536377 5.513429 0 0
## 1824 2007 13147 3.13536377 5.572154 0 0
## 1848 2003 13155 2.29566118 4.060443 0 0
## 1849 2004 13155 2.29566118 3.828641 0 0
## 1850 2005 13155 2.29566118 4.127134 0 0
## 1851 2006 13155 2.29566118 3.828641 0 0
## 1852 2007 13155 2.29566118 3.871201 0 0
## 1869 2003 13161 2.54034136 5.010635 0 0
## 1870 2004 13161 2.54034136 4.912655 0 0
## 1871 2005 13161 2.54034136 5.075174 0 0
## 1872 2006 13161 2.54034136 5.198497 0 0
## 1873 2007 13161 2.54034136 5.236442 0 0
## 2299 2003 13179 4.12082420 6.023448 0 0
## 2300 2004 13179 4.12082420 5.916202 0 0
## 2301 2005 13179 4.12082420 6.175867 0 0
## 2302 2006 13179 4.12082420 6.135565 0 0
## 2303 2007 13179 4.12082420 6.150603 0 0
## 2721 2003 13195 3.24765763 4.753590 0 0
## 2722 2004 13195 3.24765763 4.779123 0 0
## 2723 2005 13195 3.24765763 4.663439 0 0
## 2724 2006 13195 3.24765763 4.875197 0 0
## 2725 2007 13195 3.24765763 5.003946 0 0
## 2728 2003 13197 1.96627284 3.737670 0 0
## 2689 2004 13197 1.96627284 3.637586 0 0
## 2730 2005 13197 1.96627284 3.526361 0 0
## 2731 2006 13197 1.96627284 3.891820 0 0
## 2732 2007 13197 1.96627284 3.951244 0 0
## 2791 2003 13209 2.11263451 3.828641 0 0
## 2792 2004 13209 2.11263451 3.401197 0 0
## 2805 2005 13209 2.11263451 3.555348 0 0
## 2806 2006 13209 2.11263451 3.663562 0 0
## 2795 2007 13209 2.11263451 3.583519 0 0
## 2798 2003 13211 2.73806198 5.192957 0 0
## 2799 2004 13211 2.73806198 5.187386 0 0
## 2807 2005 13211 2.73806198 5.283204 0 0
## 2801 2006 13211 2.73806198 5.605802 0 0
## 2802 2007 13211 2.73806198 5.594711 0 0
## 2804 2003 13213 3.59747663 5.710427 0 0
## 2779 2004 13213 3.59747663 5.683580 0 0
## 2780 2005 13213 3.59747663 5.384495 0 0
## 2781 2006 13213 3.59747663 5.720312 0 0
## 2741 2007 13213 3.59747663 5.652489 0 0
## 2425 2003 13217 4.12715051 6.452049 0 0
## 2426 2004 13217 4.12715051 6.496775 0 0
## 2427 2005 13217 4.12715051 6.516193 0 0
## 2428 2006 13217 4.12715051 6.628041 0 0
## 2429 2007 13217 4.12715051 6.625392 0 0
## 2446 2003 13223 4.40278469 6.385194 0 0
## 2447 2004 13223 4.40278469 6.484635 0 0
## 2448 2005 13223 4.40278469 6.712956 0 0
## 2449 2006 13223 4.40278469 6.806829 0 0
## 2450 2007 13223 4.40278469 6.984716 0 0
## 2460 2003 13227 3.13475481 5.323010 0 0
## 2461 2004 13227 3.13475481 5.438079 0 0
## 2462 2005 13227 3.13475481 5.375278 0 0
## 2463 2006 13227 3.13475481 5.407172 0 0
## 2464 2007 13227 3.13475481 5.451038 0 0
## 2481 2003 13233 3.64092269 5.966147 0 0
## 2482 2004 13233 3.64092269 5.926926 0 0
## 2483 2005 13233 3.64092269 5.948035 0 0
## 2484 2006 13233 3.64092269 5.908083 0 0
## 2485 2007 13233 3.64092269 5.910797 0 0
## 2495 2003 13237 2.93449496 5.003946 0 0
## 2496 2004 13237 2.93449496 5.036953 0 0
## 2254 2005 13237 2.93449496 5.087596 0 0
## 2255 2006 13237 2.93449496 5.525453 0 0
## 2256 2007 13237 2.93449496 5.424950 0 0
## 2264 2003 13241 2.71137799 5.451038 0 0
## 2265 2004 13241 2.71137799 5.262690 0 0
## 2266 2005 13241 2.71137799 5.424950 0 0
## 2267 2006 13241 2.71137799 5.370638 0 0
## 2268 2007 13241 2.71137799 5.407172 0 0
## 2096 2003 13263 1.87149444 2.397895 0 0
## 2097 2004 13263 1.87149444 2.772589 0 0
## 2098 2005 13263 1.87149444 1.945910 0 0
## 2099 2006 13263 1.87149444 1.791759 0 0
## 2100 2007 13263 1.87149444 2.302585 0 0
## 2122 2003 13271 2.46759093 4.682131 0 0
## 2123 2004 13271 2.46759093 4.867534 0 0
## 2124 2005 13271 2.46759093 5.164786 0 0
## 2125 2006 13271 2.46759093 5.283204 0 0
## 2126 2007 13271 2.46759093 5.192957 0 0
## 2129 2003 13273 2.39516427 3.988984 0 0
## 2130 2004 13273 2.39516427 4.094345 0 0
## 2131 2005 13273 2.39516427 4.174387 0 0
## 2132 2006 13273 2.39516427 4.189655 0 0
## 2133 2007 13273 2.39516427 4.094345 0 0
## 2579 2003 13297 4.10572951 6.532334 0 0
## 2580 2004 13297 4.10572951 6.408529 0 0
## 2581 2005 13297 4.10572951 6.354370 0 0
## 2582 2006 13297 4.10572951 6.526495 0 0
## 2583 2007 13297 4.10572951 6.629363 0 0
## 2600 2003 13303 3.05286846 5.117994 0 0
## 2601 2004 13303 3.05286846 4.990433 0 0
## 2602 2005 13303 3.05286846 4.969813 0 0
## 2603 2006 13303 3.05286846 4.934474 0 0
## 2604 2007 13303 3.05286846 5.043425 0 0
## 2756 2003 13313 4.42514599 7.151485 0 0
## 2757 2004 13313 4.42514599 7.155396 0 0
## 2758 2005 13313 4.42514599 7.200425 0 0
## 2759 2006 13313 4.42514599 7.275865 0 0
## 2760 2007 13313 4.42514599 7.188413 0 0
## 2770 2003 13317 2.36902805 4.927254 0 0
## 2771 2004 13317 2.36902805 4.744932 0 0
## 2772 2005 13317 2.36902805 4.644391 0 0
## 2773 2006 13317 2.36902805 4.595120 0 0
## 2774 2007 13317 2.36902805 4.543295 0 0
## 2663 2003 13321 3.08954133 4.962845 0 0
## 2664 2004 13321 3.08954133 4.976734 0 0
## 2665 2005 13321 3.08954133 5.087596 0 0
## 2666 2006 13321 3.08954133 5.153292 0 0
## 2667 2007 13321 3.08954133 4.890349 0 0
## 2940 2003 16003 1.24588221 3.258097 0 0
## 2941 2004 16003 1.24588221 3.610918 0 0
## 2942 2005 16003 1.24588221 3.988984 0 0
## 2943 2006 16003 1.24588221 3.988984 0 0
## 2944 2007 16003 1.24588221 3.891820 0 0
## 2982 2003 16015 1.89761986 3.891820 0 0
## 2900 2004 16015 1.89761986 3.912023 0 0
## 2901 2005 16015 1.89761986 4.174387 0 0
## 2862 2006 16015 1.89761986 4.025352 0 0
## 2863 2007 16015 1.89761986 4.143135 0 0
## 2866 2003 16017 3.60644848 6.297109 0 0
## 2867 2004 16017 3.60644848 6.298949 0 0
## 2868 2005 16017 3.60644848 6.428105 0 0
## 2869 2006 16017 3.60644848 6.429719 0 0
## 2870 2007 16017 3.60644848 6.405228 0 0
## 3001 2003 16021 2.28960117 4.897840 0 0
## 3002 2004 16021 2.28960117 4.836282 0 0
## 3003 2005 16021 2.28960117 4.962845 0 0
## 3004 2006 16021 2.28960117 4.997212 0 0
## 3005 2007 16021 2.28960117 4.820282 0 0
## 2907 2003 16029 1.98842214 4.941642 0 0
## 2908 2004 16029 1.98842214 4.795791 0 0
## 2814 2005 16029 1.98842214 4.983607 0 0
## 2815 2006 16029 1.98842214 4.787492 0 0
## 2816 2007 16029 1.98842214 5.036953 0 0
## 2828 2003 16041 2.42736581 5.638355 0 0
## 2829 2004 16041 2.42736581 5.537334 0 0
## 2830 2005 16041 2.42736581 5.627621 0 0
## 2831 2006 16041 2.42736581 5.693732 0 0
## 2832 2007 16041 2.42736581 5.749393 0 0
## 2882 2003 16045 2.72004465 5.017280 0 0
## 2883 2004 16045 2.72004465 4.927254 0 0
## 2884 2005 16045 2.72004465 5.129899 0 0
## 2885 2006 16045 2.72004465 5.087596 0 0
## 2886 2007 16045 2.72004465 5.198497 0 0
## 2921 2003 16067 3.00439465 5.733341 0 0
## 2922 2004 16067 3.00439465 5.739793 0 0
## 2923 2005 16067 3.00439465 5.733341 0 0
## 2924 2006 16067 3.00439465 5.774552 0 0
## 2925 2007 16067 3.00439465 5.808142 0 0
## 3045 2003 16079 2.62256493 5.093750 0 0
## 3046 2004 16079 2.62256493 5.176150 0 0
## 3047 2005 16079 2.62256493 5.147494 0 0
## 3048 2006 16079 2.62256493 5.247024 0 0
## 3049 2007 16079 2.62256493 5.384495 0 0
## 3086 2003 16083 4.16331077 7.204893 0 0
## 3087 2004 16083 4.16331077 7.183112 0 0
## 3088 2005 16083 4.16331077 7.140453 0 0
## 3102 2006 16083 4.16331077 7.234898 0 0
## 3103 2007 16083 4.16331077 7.289611 0 0
## 3611 2003 17005 2.86977215 5.187386 2004 1
## 3612 2004 17005 2.86977215 5.068904 2004 1
## 3613 2005 17005 2.86977215 4.934474 2004 1
## 3614 2006 17005 2.86977215 4.890349 2004 1
## 3615 2007 17005 2.86977215 4.990433 2004 1
## 3275 2003 17015 2.81385062 5.429346 2004 1
## 3276 2004 17015 2.81385062 5.420535 2004 1
## 3277 2005 17015 2.81385062 5.501258 2004 1
## 3278 2006 17015 2.81385062 5.468060 2004 1
## 3279 2007 17015 2.81385062 5.455321 2004 1
## 3431 2003 17025 2.67827804 5.087596 2004 1
## 3432 2004 17025 2.67827804 5.003946 2004 1
## 3433 2005 17025 2.67827804 4.852030 2004 1
## 3434 2006 17025 2.67827804 4.983607 2004 1
## 3435 2007 17025 2.67827804 4.976734 2004 1
## 3466 2003 17035 2.42063476 4.927254 2004 1
## 3467 2004 17035 2.42063476 4.595120 2004 1
## 3225 2005 17035 2.42063476 4.442651 2004 1
## 3226 2006 17035 2.42063476 4.304065 2004 1
## 3227 2007 17035 2.42063476 4.465908 2004 1
## 3265 2003 17047 1.94175869 4.356709 2004 1
## 3266 2004 17047 1.94175869 4.394449 2004 1
## 3145 2005 17047 1.94175869 4.204693 2004 1
## 3146 2006 17047 1.94175869 4.007333 2004 1
## 3147 2007 17047 1.94175869 4.127134 2004 1
## 3150 2003 17049 3.53409524 6.990257 2004 1
## 3113 2004 17049 3.53409524 6.909753 2004 1
## 3111 2005 17049 3.53409524 6.875232 2004 1
## 3115 2006 17049 3.53409524 6.833032 2004 1
## 3116 2007 17049 3.53409524 6.876265 2004 1
## 3136 2003 17053 2.65612513 5.616771 2004 1
## 3137 2004 17053 2.65612513 5.488938 2004 1
## 3138 2005 17053 2.65612513 5.488938 2004 1
## 3139 2006 17053 2.65612513 5.513429 2004 1
## 3140 2007 17053 2.65612513 5.313206 2004 1
## 3199 2003 17063 3.62527383 6.580639 2004 1
## 3200 2004 17063 3.62527383 6.476972 2004 1
## 3201 2005 17063 3.62527383 6.493754 2004 1
## 3202 2006 17063 3.62527383 6.483107 2004 1
## 3203 2007 17063 3.62527383 6.569481 2004 1
## 3414 2003 17089 6.00170939 9.006754 2004 1
## 3415 2004 17089 6.00170939 8.967632 2004 1
## 3416 2005 17089 6.00170939 8.991189 2004 1
## 3783 2006 17089 6.00170939 8.978030 2004 1
## 3784 2007 17089 6.00170939 9.025095 2004 1
## 3768 2003 17097 6.46825137 9.273691 2004 1
## 3769 2004 17097 6.46825137 9.221478 2004 1
## 3770 2005 17097 6.46825137 9.207236 2004 1
## 3771 2006 17097 6.46825137 9.245997 2004 1
## 3759 2007 17097 6.46825137 9.238247 2004 1
## 3808 2003 17113 5.01351780 7.890957 2004 1
## 3798 2004 17113 5.01351780 7.776535 2004 1
## 3807 2005 17113 5.01351780 7.755767 2004 1
## 3800 2006 17113 5.01351780 7.740230 2004 1
## 3801 2007 17113 5.01351780 7.818832 2004 1
## 3540 2003 17125 2.77496091 5.247024 2004 1
## 3541 2004 17125 2.77496091 5.252273 2004 1
## 3542 2005 17125 2.77496091 4.976734 2004 1
## 3543 2006 17125 2.77496091 4.990433 2004 1
## 3544 2007 17125 2.77496091 5.056246 2004 1
## 3575 2003 17135 3.42269791 6.077642 2004 1
## 3576 2004 17135 3.42269791 6.102559 2004 1
## 3577 2005 17135 3.42269791 6.154858 2004 1
## 3578 2006 17135 3.42269791 6.013715 2004 1
## 3579 2007 17135 3.42269791 6.016157 2004 1
## 3158 2003 17155 1.80599105 4.025352 2004 1
## 3159 2004 17155 1.80599105 3.737670 2004 1
## 3160 2005 17155 1.80599105 3.912023 2004 1
## 3161 2006 17155 1.80599105 3.784190 2004 1
## 3162 2007 17155 1.80599105 4.248495 2004 1
## 3300 2003 17161 5.00645323 7.876638 2004 1
## 3301 2004 17161 5.00645323 7.824046 2004 1
## 3302 2005 17161 5.00645323 7.865572 2004 1
## 3303 2006 17161 5.00645323 7.851661 2004 1
## 3304 2007 17161 5.00645323 7.829233 2004 1
## 3328 2003 17169 1.97255208 4.521789 2004 1
## 3329 2004 17169 1.97255208 4.532599 2004 1
## 3330 2005 17169 1.97255208 4.317488 2004 1
## 3331 2006 17169 1.97255208 4.382027 2004 1
## 3332 2007 17169 1.97255208 4.430817 2004 1
## 3651 2003 17193 2.73248262 5.451038 2004 1
## 3652 2004 17193 2.73248262 5.389072 2004 1
## 3653 2005 17193 2.73248262 5.252273 2004 1
## 3654 2006 17193 2.73248262 5.176150 2004 1
## 3655 2007 17193 2.73248262 5.273000 2004 1
## 3658 2003 17195 4.10516910 6.717805 2004 1
## 3659 2004 17195 4.10516910 6.668228 2004 1
## 3660 2005 17195 4.10516910 6.768493 2004 1
## 3661 2006 17195 4.10516910 6.689599 2004 1
## 3662 2007 17195 4.10516910 6.732211 2004 1
## 3672 2003 17199 4.11571459 6.810142 2004 1
## 3673 2004 17199 4.11571459 6.859615 2004 1
## 3674 2005 17199 4.11571459 6.777647 2004 1
## 3675 2006 17199 4.11571459 6.729824 2004 1
## 3676 2007 17199 4.11571459 6.778785 2004 1
## 3686 2003 17203 3.56865908 6.519147 2004 1
## 3687 2004 17203 3.56865908 6.440947 2004 1
## 3688 2005 17203 3.56865908 6.416732 2004 1
## 3689 2006 17203 3.56865908 6.469250 2004 1
## 3690 2007 17203 3.56865908 6.486161 2004 1
## 4314 2003 18005 4.26878795 7.153052 0 0
## 4315 2004 18005 4.26878795 7.117206 0 0
## 4316 2005 18005 4.26878795 7.166266 0 0
## 4317 2006 18005 4.26878795 7.100027 0 0
## 4318 2007 18005 4.26878795 7.081709 0 0
## 4423 2003 18017 3.71186329 6.291569 0 0
## 4424 2004 18017 3.71186329 6.204558 0 0
## 4422 2005 18017 3.71186329 6.102559 0 0
## 4400 2006 18017 3.71186329 6.091310 0 0
## 4320 2007 18017 3.71186329 6.061457 0 0
## 4323 2003 18019 4.56925281 7.406103 0 0
## 4324 2004 18019 4.56925281 7.313887 0 0
## 4325 2005 18019 4.56925281 7.279319 0 0
## 4244 2006 18019 4.56925281 7.409742 0 0
## 4245 2007 18019 4.56925281 7.368970 0 0
## 4248 2003 18021 3.27925571 5.472271 0 0
## 4249 2004 18021 3.27925571 5.736572 0 0
## 4250 2005 18021 3.27925571 5.755742 0 0
## 4251 2006 18021 3.27925571 5.609472 0 0
## 4252 2007 18021 3.27925571 5.560682 0 0
## 4255 2003 18023 3.52241156 6.120297 0 0
## 4256 2004 18023 3.52241156 6.070738 0 0
## 4257 2005 18023 3.52241156 6.042633 0 0
## 4258 2006 18023 3.52241156 6.001415 0 0
## 4259 2007 18023 3.52241156 6.023448 0 0
## 4276 2003 18029 3.83100816 6.802395 0 0
## 4277 2004 18029 3.83100816 6.744059 0 0
## 4278 2005 18029 3.83100816 6.756932 0 0
## 4279 2006 18029 3.83100816 6.648985 0 0
## 4280 2007 18029 3.83100816 6.810142 0 0
## 4283 2003 18033 3.69597919 6.507278 0 0
## 4284 2004 18033 3.69597919 6.421622 0 0
## 4285 2005 18033 3.69597919 6.436150 0 0
## 4286 2006 18033 3.69597919 6.511745 0 0
## 4287 2007 18033 3.69597919 6.378426 0 0
## 4290 2003 18035 4.77718043 7.347300 0 0
## 4291 2004 18035 4.77718043 7.227662 0 0
## 4292 2005 18035 4.77718043 7.192934 0 0
## 4293 2006 18035 4.77718043 7.189922 0 0
## 4294 2007 18035 4.77718043 7.174724 0 0
## 3979 2003 18053 4.29596481 6.871091 0 0
## 3980 2004 18053 4.29596481 6.781058 0 0
## 3981 2005 18053 4.29596481 6.758095 0 0
## 3982 2006 18053 4.29596481 6.670766 0 0
## 3983 2007 18053 4.29596481 6.665684 0 0
## 3851 2003 18063 4.64528473 7.560601 0 0
## 3852 2004 18063 4.64528473 7.597898 0 0
## 3826 2005 18063 4.64528473 7.644441 0 0
## 3827 2006 18063 4.64528473 7.706163 0 0
## 3828 2007 18063 4.64528473 7.740664 0 0
## 3833 2003 18081 4.74674787 7.749753 0 0
## 3809 2004 18081 4.74674787 7.738052 0 0
## 3812 2005 18081 4.74674787 7.718685 0 0
## 3810 2006 18081 4.74674787 7.710653 0 0
## 3823 2007 18081 4.74674787 7.716461 0 0
## 3963 2003 18083 3.67010430 6.331502 0 0
## 3964 2004 18083 3.67010430 6.249975 0 0
## 3965 2005 18083 3.67010430 6.248043 0 0
## 4209 2006 18083 3.67010430 6.293419 0 0
## 4210 2007 18083 3.67010430 6.182085 0 0
## 4234 2003 18091 4.70144354 7.435438 0 0
## 4235 2004 18091 4.70144354 7.373374 0 0
## 4236 2005 18091 4.70144354 7.395108 0 0
## 4237 2006 18091 4.70144354 7.379008 0 0
## 4238 2007 18091 4.70144354 7.371489 0 0
## 4120 2003 18093 3.82694431 6.210600 0 0
## 4121 2004 18093 3.82694431 6.154858 0 0
## 4122 2005 18093 3.82694431 6.156979 0 0
## 4123 2006 18093 3.82694431 6.159095 0 0
## 4124 2007 18093 3.82694431 6.202536 0 0
## 4141 2003 18099 3.80950290 6.573680 0 0
## 4142 2004 18099 3.80950290 6.514713 0 0
## 4143 2005 18099 3.80950290 6.480045 0 0
## 4144 2006 18099 3.80950290 6.523562 0 0
## 4145 2007 18099 3.80950290 6.458338 0 0
## 4176 2003 18109 4.20004002 6.680855 0 0
## 4177 2004 18109 4.20004002 6.630683 0 0
## 4178 2005 18109 4.20004002 6.659294 0 0
## 4179 2006 18109 4.20004002 6.616065 0 0
## 4180 2007 18109 4.20004002 6.597146 0 0
## 4069 2003 18113 3.83460186 6.490724 0 0
## 4070 2004 18113 3.83460186 6.456770 0 0
## 4071 2005 18113 3.83460186 6.391917 0 0
## 4072 2006 18113 3.83460186 6.419995 0 0
## 4073 2007 18113 3.83460186 6.396930 0 0
## 4076 2003 18115 1.72686533 4.290459 0 0
## 4077 2004 18115 1.72686533 4.262680 0 0
## 4078 2005 18115 1.72686533 4.174387 0 0
## 4079 2006 18115 1.72686533 4.043051 0 0
## 4080 2007 18115 1.72686533 4.077537 0 0
## 4332 2003 18119 3.08126756 5.283204 0 0
## 4333 2004 18119 3.08126756 5.303305 0 0
## 4334 2005 18119 3.08126756 5.351858 0 0
## 4335 2006 18119 3.08126756 5.308268 0 0
## 4336 2007 18119 3.08126756 5.273000 0 0
## 4017 2003 18133 3.58404658 6.442540 0 0
## 4018 2004 18133 3.58404658 6.476972 0 0
## 4019 2005 18133 3.58404658 6.432940 0 0
## 4020 2006 18133 3.58404658 6.287859 0 0
## 4021 2007 18133 3.58404658 6.246107 0 0
## 4166 2003 18145 3.77149577 6.487684 0 0
## 4167 2004 18145 3.77149577 6.472346 0 0
## 4168 2005 18145 3.77149577 6.311735 0 0
## 4169 2006 18145 3.77149577 6.188264 0 0
## 4170 2007 18145 3.77149577 6.135565 0 0
## 4087 2003 18157 5.00364425 7.706163 0 0
## 4088 2004 18157 5.00364425 7.642524 0 0
## 4089 2005 18157 5.00364425 7.707512 0 0
## 4090 2006 18157 5.00364425 7.735870 0 0
## 4091 2007 18157 5.00364425 7.741968 0 0
## 4028 2003 18175 3.30406220 5.351858 0 0
## 4029 2004 18175 3.30406220 5.318120 0 0
## 4030 2005 18175 3.30406220 5.220356 0 0
## 4031 2006 18175 3.30406220 5.247024 0 0
## 4032 2007 18175 3.30406220 5.273000 0 0
## 4042 2003 18179 3.31781577 6.084499 0 0
## 4043 2004 18179 3.31781577 5.948035 0 0
## 4044 2005 18179 3.31781577 5.929589 0 0
## 4045 2006 18179 3.31781577 6.052089 0 0
## 4046 2007 18179 3.31781577 5.831882 0 0
## 4049 2003 18181 3.22949920 5.533389 0 0
## 4050 2004 18181 3.22949920 5.323010 0 0
## 4051 2005 18181 3.22949920 5.288267 0 0
## 4052 2006 18181 3.22949920 5.257495 0 0
## 4053 2007 18181 3.22949920 5.231109 0 0
## 4713 2003 19013 4.85212401 7.904335 0 0
## 4714 2004 19013 4.85212401 7.837949 0 0
## 4715 2005 19013 4.85212401 7.840706 0 0
## 4716 2006 19013 4.85212401 7.854769 0 0
## 4717 2007 19013 4.85212401 7.879291 0 0
## 5001 2003 19025 2.40829555 5.468060 0 0
## 5002 2004 19025 2.40829555 5.225747 0 0
## 5003 2005 19025 2.40829555 5.187386 0 0
## 5004 2006 19025 2.40829555 5.220356 0 0
## 5005 2007 19025 2.40829555 5.153292 0 0
## 4667 2003 19069 2.37061750 5.283204 0 0
## 4668 2004 19069 2.37061750 5.214936 0 0
## 4669 2005 19069 2.37061750 5.313206 0 0
## 4670 2006 19069 2.37061750 5.198497 0 0
## 4671 2007 19069 2.37061750 5.204007 0 0
## 4688 2003 19077 2.42948203 5.056246 0 0
## 4689 2004 19077 2.42948203 4.976734 0 0
## 4690 2005 19077 2.42948203 4.941642 0 0
## 4691 2006 19077 2.42948203 4.844187 0 0
## 4813 2007 19077 2.42948203 4.875197 0 0
## 4830 2003 19083 2.93449496 5.874931 0 0
## 4831 2004 19083 2.93449496 5.786897 0 0
## 4832 2005 19083 2.93449496 5.752573 0 0
## 4833 2006 19083 2.93449496 5.771441 0 0
## 4834 2007 19083 2.93449496 5.752573 0 0
## 4844 2003 19087 3.01239271 6.202536 0 0
## 4845 2004 19087 3.01239271 6.011267 0 0
## 4846 2005 19087 3.01239271 6.013715 0 0
## 4481 2006 19087 3.01239271 5.988961 0 0
## 4482 2007 19087 3.01239271 5.926926 0 0
## 4441 2003 19111 3.63895365 6.406880 0 0
## 4442 2004 19111 3.63895365 6.320768 0 0
## 4443 2005 19111 3.63895365 6.393591 0 0
## 4444 2006 19111 3.63895365 6.436150 0 0
## 4445 2007 19111 3.63895365 6.432940 0 0
## 4692 2003 19113 5.25593687 8.309923 0 0
## 4693 2004 19113 5.25593687 8.287025 0 0
## 4694 2005 19113 5.25593687 8.254009 0 0
## 4938 2006 19113 5.25593687 8.285261 0 0
## 4939 2007 19113 5.25593687 8.369853 0 0
## 4849 2003 19123 3.10615495 5.899897 0 0
## 4850 2004 19123 3.10615495 5.840642 0 0
## 4851 2005 19123 3.10615495 5.736572 0 0
## 4852 2006 19123 3.10615495 5.802118 0 0
## 4853 2007 19123 3.10615495 5.774552 0 0
## 4756 2003 19131 2.38637462 5.267858 0 0
## 4757 2004 19131 2.38637462 5.187386 0 0
## 4758 2005 19131 2.38637462 5.278115 0 0
## 4759 2006 19131 2.38637462 5.257495 0 0
## 4760 2007 19131 2.38637462 5.318120 0 0
## 4777 2003 19137 2.46563888 5.375278 0 0
## 4778 2004 19137 2.46563888 5.446737 0 0
## 4779 2005 19137 2.46563888 5.379897 0 0
## 4780 2006 19137 2.46563888 5.451038 0 0
## 4781 2007 19137 2.46563888 5.455321 0 0
## 4791 2003 19141 2.71482719 6.089045 0 0
## 4792 2004 19141 2.71482719 6.001415 0 0
## 4793 2005 19141 2.71482719 6.033086 0 0
## 4794 2006 19141 2.71482719 6.052089 0 0
## 4795 2007 19141 2.71482719 5.886104 0 0
## 5035 2003 19153 5.92586146 9.191361 0 0
## 5036 2004 19153 5.92586146 9.125654 0 0
## 5037 2005 19153 5.92586146 9.129564 0 0
## 5078 2006 19153 5.92586146 9.147294 0 0
## 5079 2007 19153 5.92586146 9.155779 0 0
## 4968 2003 19157 2.93465442 6.345636 0 0
## 4969 2004 19157 2.93465442 6.095825 0 0
## 4970 2005 19157 2.93465442 6.063785 0 0
## 4971 2006 19157 2.93465442 6.146329 0 0
## 4972 2007 19157 2.93465442 6.154858 0 0
## 4975 2003 19159 1.69909578 4.644391 0 0
## 4976 2004 19159 1.69909578 4.532599 0 0
## 4977 2005 19159 1.69909578 4.330733 0 0
## 4978 2006 19159 1.69909578 4.276666 0 0
## 4979 2007 19159 1.69909578 4.369448 0 0
## 4565 2003 19183 3.02868337 6.095825 0 0
## 4566 2004 19183 3.02868337 5.926926 0 0
## 4567 2005 19183 3.02868337 5.888878 0 0
## 4568 2006 19183 3.02868337 5.978886 0 0
## 4569 2007 19183 3.02868337 6.124683 0 0
## 4572 2003 19185 1.90657514 4.248495 0 0
## 4573 2004 19185 1.90657514 3.931826 0 0
## 4574 2005 19185 1.90657514 4.025352 0 0
## 4575 2006 19185 1.90657514 4.060443 0 0
## 4576 2007 19185 1.90657514 4.418841 0 0
## 4579 2003 19187 3.69473726 6.733402 0 0
## 4580 2004 19187 3.69473726 6.683361 0 0
## 4581 2005 19187 3.69473726 6.648985 0 0
## 4582 2006 19187 3.69473726 6.683361 0 0
## 4583 2007 19187 3.69473726 6.673298 0 0
## 5187 2003 20013 2.37248422 5.429346 0 0
## 5188 2004 20013 2.37248422 5.459586 0 0
## 5189 2005 20013 2.37248422 5.501258 0 0
## 5190 2006 20013 2.37248422 5.318120 0 0
## 5191 2007 20013 2.37248422 5.283204 0 0
## 5107 2003 20021 3.11817112 5.590987 0 0
## 5177 2004 20021 3.11817112 5.356586 0 0
## 5178 2005 20021 3.11817112 5.545177 0 0
## 5179 2006 20021 3.11817112 5.402677 0 0
## 5423 2007 20021 3.11817112 5.318120 0 0
## 5440 2003 20027 2.17724860 5.141664 0 0
## 5441 2004 20027 2.17724860 5.236442 0 0
## 5442 2005 20027 2.17724860 5.370638 0 0
## 5443 2006 20027 2.17724860 5.393628 0 0
## 5444 2007 20027 2.17724860 5.402677 0 0
## 5454 2003 20031 2.18211094 5.288267 0 0
## 5455 2004 20031 2.18211094 5.198497 0 0
## 5456 2005 20031 2.18211094 4.948760 0 0
## 5457 2006 20031 2.18211094 5.375278 0 0
## 5458 2007 20031 2.18211094 5.393628 0 0
## 5504 2003 20045 4.60479011 7.522400 0 0
## 5505 2004 20045 4.60479011 7.366445 0 0
## 5506 2005 20045 4.60479011 7.375256 0 0
## 5507 2006 20045 4.60479011 7.403061 0 0
## 5508 2007 20045 4.60479011 7.426549 0 0
## 5511 2003 20047 1.23808433 3.663562 0 0
## 5512 2004 20047 1.23808433 3.806662 0 0
## 5513 2005 20047 1.23808433 3.637586 0 0
## 5514 2006 20047 1.23808433 2.944439 0 0
## 5515 2007 20047 1.23808433 3.828641 0 0
## 5809 2003 20063 1.12102588 4.262680 0 0
## 5810 2004 20063 1.12102588 4.189655 0 0
## 5811 2005 20063 1.12102588 4.007333 0 0
## 5812 2006 20063 1.12102588 4.043051 0 0
## 5813 2007 20063 1.12102588 3.970292 0 0
## 5401 2003 20085 2.53821042 5.438079 0 0
## 5402 2004 20085 2.53821042 5.375278 0 0
## 5403 2005 20085 2.53821042 5.389072 0 0
## 5404 2006 20085 2.53821042 5.351858 0 0
## 5405 2007 20085 2.53821042 5.407172 0 0
## 5307 2003 20095 2.16021475 4.927254 0 0
## 5308 2004 20095 2.16021475 4.912655 0 0
## 5309 2005 20095 2.16021475 5.036953 0 0
## 5310 2006 20095 2.16021475 4.969813 0 0
## 5311 2007 20095 2.16021475 5.056246 0 0
## 5213 2003 20103 4.22961819 6.595781 0 0
## 5214 2004 20103 4.22961819 6.588926 0 0
## 5215 2005 20103 4.22961819 6.464588 0 0
## 5216 2006 20103 4.22961819 6.498282 0 0
## 5113 2007 20103 4.22961819 6.456770 0 0
## 5685 2003 20133 2.83303686 6.111467 0 0
## 5686 2004 20133 2.83303686 5.921578 0 0
## 5687 2005 20133 2.83303686 5.820083 0 0
## 5688 2006 20133 2.83303686 5.843544 0 0
## 5689 2007 20133 2.83303686 5.723585 0 0
## 5578 2003 20137 1.78389529 4.736198 0 0
## 5579 2004 20137 1.78389529 4.709530 0 0
## 5580 2005 20137 1.78389529 4.852030 0 0
## 5581 2006 20137 1.78389529 4.795791 0 0
## 5582 2007 20137 1.78389529 4.644391 0 0
## 5478 2003 20143 1.81856367 3.951244 0 0
## 5479 2004 20143 1.81856367 3.988984 0 0
## 5480 2005 20143 1.81856367 3.988984 0 0
## 5481 2006 20143 1.81856367 4.189655 0 0
## 5482 2007 20143 1.81856367 4.060443 0 0
## 5729 2003 20145 1.97865389 4.499810 0 0
## 5730 2004 20145 1.97865389 4.488636 0 0
## 5731 2005 20145 1.97865389 4.634729 0 0
## 5732 2006 20145 1.97865389 4.804021 0 0
## 5733 2007 20145 1.97865389 4.700480 0 0
## 5780 2003 20171 1.63315444 5.030438 0 0
## 5781 2004 20171 1.63315444 4.912655 0 0
## 5782 2005 20171 1.63315444 4.812184 0 0
## 5823 2006 20171 1.63315444 4.828314 0 0
## 5820 2007 20171 1.63315444 4.795791 0 0
## 5618 2003 20183 1.51204557 3.970292 0 0
## 5619 2004 20183 1.51204557 3.931826 0 0
## 5620 2005 20183 1.51204557 3.637586 0 0
## 5621 2006 20183 1.51204557 4.174387 0 0
## 5622 2007 20183 1.51204557 4.382027 0 0
## 5573 2003 20205 2.33524588 4.795791 0 0
## 5574 2004 20205 2.33524588 4.795791 0 0
## 5575 2005 20205 2.33524588 4.812184 0 0
## 5576 2006 20205 2.33524588 4.948760 0 0
## 5332 2007 20205 2.33524588 5.164786 0 0
## 6544 2003 22007 3.15222307 4.779123 0 0
## 6541 2004 22007 3.15222307 4.836282 0 0
## 6542 2005 22007 3.15222307 4.574711 0 0
## 6543 2006 22007 3.15222307 4.919981 0 0
## 6558 2007 22007 3.15222307 5.075174 0 0
## 6891 2003 22033 6.02308918 8.749574 0 0
## 6892 2004 22033 6.02308918 8.680162 0 0
## 6893 2005 22033 6.02308918 8.684401 0 0
## 6894 2006 22033 6.02308918 8.780941 0 0
## 6895 2007 22033 6.02308918 8.657824 0 0
## 6691 2003 22045 4.29409665 6.654153 0 0
## 6692 2004 22045 4.29409665 6.580639 0 0
## 6693 2005 22045 4.29409665 6.582025 0 0
## 6694 2006 22045 4.29409665 6.762730 0 0
## 6695 2007 22045 4.29409665 6.779922 0 0
## 6966 2003 22069 3.66561083 5.641907 0 0
## 6940 2004 22069 3.66561083 5.537334 0 0
## 6968 2005 22069 3.66561083 5.407172 0 0
## 6980 2006 22069 3.66561083 5.537334 0 0
## 6975 2007 22069 3.66561083 5.786897 0 0
## 6973 2003 22071 6.18347650 8.311644 0 0
## 6974 2004 22071 6.18347650 8.137103 0 0
## 6971 2005 22071 6.18347650 8.142063 0 0
## 6979 2006 22071 6.18347650 7.178545 0 0
## 6950 2007 22071 6.18347650 7.751475 0 0
## 6872 2003 22073 4.99213182 7.510431 0 0
## 6873 2004 22073 4.99213182 7.351158 0 0
## 6874 2005 22073 4.99213182 7.403670 0 0
## 6875 2006 22073 4.99213182 7.452402 0 0
## 6916 2007 22073 4.99213182 7.509883 0 0
## 6817 2003 22081 2.26405214 4.025352 0 0
## 6818 2004 22081 2.26405214 3.784190 0 0
## 6819 2005 22081 2.26405214 3.367296 0 0
## 6820 2006 22081 2.26405214 3.332205 0 0
## 6821 2007 22081 2.26405214 3.332205 0 0
## 6838 2003 22087 4.20810470 6.740519 0 0
## 6839 2004 22087 4.20810470 6.588926 0 0
## 6840 2005 22087 4.20810470 6.579251 0 0
## 6841 2006 22087 4.20810470 4.454347 0 0
## 6842 2007 22087 4.20810470 5.214936 0 0
## 6852 2003 22091 2.35375338 3.218876 0 0
## 6853 2004 22091 2.35375338 3.555348 0 0
## 6854 2005 22091 2.35375338 3.178054 0 0
## 6855 2006 22091 2.35375338 3.332205 0 0
## 6856 2007 22091 2.35375338 3.367296 0 0
## 6556 2003 22111 3.12689211 5.056246 0 0
## 6557 2004 22111 3.12689211 4.691348 0 0
## 6598 2005 22111 3.12689211 5.056246 0 0
## 6599 2006 22111 3.12689211 4.820282 0 0
## 6600 2007 22111 3.12689211 4.882802 0 0
## 6610 2003 22115 3.96140347 5.605802 0 0
## 6611 2004 22115 3.96140347 5.645447 0 0
## 6612 2005 22115 3.96140347 5.655992 0 0
## 6613 2006 22115 3.96140347 5.746203 0 0
## 6574 2007 22115 3.96140347 5.783825 0 0
## 6705 2003 22119 3.73363769 5.697093 0 0
## 6706 2004 22119 3.73363769 5.468060 0 0
## 6707 2005 22119 3.73363769 5.616771 0 0
## 6708 2006 22119 3.73363769 5.575949 0 0
## 6709 2007 22119 3.73363769 5.814131 0 0
## 7120 2003 24009 4.31164441 7.025538 2007 1
## 7202 2004 24009 4.31164441 7.146772 2007 1
## 7203 2005 24009 4.31164441 7.161622 2007 1
## 7204 2006 24009 4.31164441 7.106606 2007 1
## 7205 2007 24009 4.31164441 7.192934 2007 1
## 7222 2003 24015 4.45377737 7.040536 2007 1
## 7223 2004 24015 4.45377737 7.153052 2007 1
## 7251 2005 24015 4.45377737 7.144407 2007 1
## 7252 2006 24015 4.45377737 7.188413 2007 1
## 7240 2007 24015 4.45377737 7.111512 2007 1
## 7256 2003 24017 4.79203142 7.680176 2007 1
## 7249 2004 24017 4.79203142 7.692570 2007 1
## 7254 2005 24017 4.79203142 7.690743 2007 1
## 7259 2006 24017 4.79203142 7.754910 2007 1
## 7257 2007 24017 4.79203142 7.756195 2007 1
## 7106 2003 24021 5.27441906 8.310169 2007 1
## 7107 2004 24021 5.27441906 8.362642 2007 1
## 7108 2005 24021 5.27441906 8.308199 2007 1
## 7109 2006 24021 5.27441906 8.327484 2007 1
## 7097 2007 24021 5.27441906 8.288032 2007 1
## 7101 2003 24027 5.51279145 8.768263 2007 1
## 7102 2004 24027 5.51279145 8.742734 2007 1
## 7184 2005 24027 5.51279145 8.670772 2007 1
## 7185 2006 24027 5.51279145 8.717191 2007 1
## 7186 2007 24027 5.51279145 8.751316 2007 1
## 7163 2003 24033 6.68650369 9.108308 2007 1
## 7164 2004 24033 6.68650369 9.140347 2007 1
## 7165 2005 24033 6.68650369 9.172327 2007 1
## 7166 2006 24033 6.68650369 9.179262 2007 1
## 7167 2007 24033 6.68650369 9.155673 2007 1
## 7276 2003 26005 4.66027371 7.169350 2007 1
## 7277 2004 26005 4.66027371 7.157735 2007 1
## 7278 2005 26005 4.66027371 7.105786 2007 1
## 7279 2006 26005 4.66027371 7.051856 2007 1
## 7280 2007 26005 4.66027371 6.987490 2007 1
## 7311 2003 26015 4.03874376 6.343880 2007 1
## 7312 2004 26015 4.03874376 6.251904 2007 1
## 7313 2005 26015 4.03874376 6.285998 2007 1
## 7314 2006 26015 4.03874376 6.180017 2007 1
## 7315 2007 26015 4.03874376 6.194405 2007 1
## 7353 2003 26027 3.93386277 5.420535 2007 1
## 7354 2004 26027 3.93386277 5.624018 2007 1
## 7355 2005 26027 3.93386277 5.723585 2007 1
## 7356 2006 26027 3.93386277 5.587249 2007 1
## 7261 2007 26027 3.93386277 5.273000 2007 1
## 7611 2003 26031 3.27518054 5.278115 2007 1
## 7612 2004 26031 3.27518054 5.129899 2007 1
## 7613 2005 26031 3.27518054 5.129899 2007 1
## 7614 2006 26031 3.27518054 5.111988 2007 1
## 7615 2007 26031 3.27518054 4.997212 2007 1
## 7404 2003 26041 3.65117759 6.311735 2007 1
## 7405 2004 26041 3.65117759 6.320768 2007 1
## 7406 2005 26041 3.65117759 6.257668 2007 1
## 7407 2006 26041 3.65117759 6.253829 2007 1
## 7408 2007 26041 3.65117759 6.139885 2007 1
## 7703 2003 26057 3.74443241 6.139885 2007 1
## 7704 2004 26057 3.74443241 6.095825 2007 1
## 7705 2005 26057 3.74443241 6.251904 2007 1
## 7706 2006 26057 3.74443241 6.122493 2007 1
## 7707 2007 26057 3.74443241 5.926926 2007 1
## 7717 2003 26061 3.58396328 6.426488 2007 1
## 7718 2004 26061 3.58396328 6.400257 2007 1
## 7719 2005 26061 3.58396328 6.338594 2007 1
## 7720 2006 26061 3.58396328 6.228511 2007 1
## 7600 2007 26061 3.58396328 6.135565 2007 1
## 7731 2003 26065 5.63235808 8.414274 2007 1
## 7732 2004 26065 5.63235808 8.332549 2007 1
## 7814 2005 26065 5.63235808 8.246434 2007 1
## 7802 2006 26065 5.63235808 8.212840 2007 1
## 7803 2007 26065 5.63235808 8.163656 2007 1
## 7832 2003 26073 4.14869069 6.739337 2007 1
## 7801 2004 26073 4.14869069 6.598509 2007 1
## 7721 2005 26073 4.14869069 6.685861 2007 1
## 7722 2006 26073 4.14869069 6.530878 2007 1
## 7723 2007 26073 4.14869069 6.510258 2007 1
## 7558 2003 26085 2.42771882 3.663562 2007 1
## 7559 2004 26085 2.42771882 3.401197 2007 1
## 7560 2005 26085 2.42771882 3.637586 2007 1
## 7561 2006 26085 2.42771882 3.218876 2007 1
## 7562 2007 26085 2.42771882 3.367296 2007 1
## 7572 2003 26089 3.05017311 5.641907 2007 1
## 7573 2004 26089 3.05017311 5.529429 2007 1
## 7574 2005 26089 3.05017311 5.472271 2007 1
## 7575 2006 26089 3.05017311 5.283204 2007 1
## 7576 2007 26089 3.05017311 5.342334 2007 1
## 7506 2003 26105 3.34194265 5.758902 2007 1
## 7507 2004 26105 3.34194265 5.598422 2007 1
## 7508 2005 26105 3.34194265 5.755742 2007 1
## 7509 2006 26105 3.34194265 5.613128 2007 1
## 7510 2007 26105 3.34194265 5.529429 2007 1
## 7461 2003 26127 3.29112207 5.529429 2007 1
## 7462 2004 26127 3.29112207 5.517453 2007 1
## 7463 2005 26127 3.29112207 5.549076 2007 1
## 7464 2006 26127 3.29112207 5.393628 2007 1
## 7465 2007 26127 3.29112207 5.375278 2007 1
## 7468 2003 26129 3.07477448 5.743003 2007 1
## 7469 2004 26129 3.07477448 5.755742 2007 1
## 7470 2005 26129 3.07477448 5.758902 2007 1
## 7471 2006 26129 3.07477448 5.568345 2007 1
## 7472 2007 26129 3.07477448 5.529429 2007 1
## 7734 2003 26137 3.14849628 6.236370 2007 1
## 7735 2004 26137 3.14849628 6.228511 2007 1
## 7736 2005 26137 3.14849628 6.186209 2007 1
## 7737 2006 26137 3.14849628 6.104793 2007 1
## 7738 2007 26137 3.14849628 5.945421 2007 1
## 7655 2003 26149 4.13391778 6.622736 2007 1
## 7656 2004 26149 4.13391778 6.452049 2007 1
## 7657 2005 26149 4.13391778 6.507278 2007 1
## 7658 2006 26149 4.13391778 6.418365 2007 1
## 7659 2007 26149 4.13391778 6.369901 2007 1
## 8422 2003 27005 3.40119738 6.843750 2006 1
## 8410 2004 27005 3.40119738 6.761573 2006 1
## 8411 2005 27005 3.40119738 6.786717 2006 1
## 8412 2006 27005 3.40119738 6.967909 2006 1
## 8413 2007 27005 3.40119738 6.910751 2006 1
## 8396 2003 27009 3.53298559 6.523562 2006 1
## 8397 2004 27009 3.53298559 6.453625 2006 1
## 8398 2005 27009 3.53298559 6.476972 2006 1
## 8426 2006 27009 3.53298559 6.517671 2006 1
## 8423 2007 27009 3.53298559 6.416732 2006 1
## 8158 2003 27023 2.57169578 5.793014 2006 1
## 8159 2004 27023 2.57169578 5.655992 2006 1
## 8160 2005 27023 2.57169578 5.799093 2006 1
## 8161 2006 27023 2.57169578 5.697093 2006 1
## 8162 2007 27023 2.57169578 5.723585 2006 1
## 8079 2003 27035 4.00913157 7.489971 2006 1
## 8080 2004 27035 4.00913157 7.229839 2006 1
## 8081 2005 27035 4.00913157 7.301148 2006 1
## 7961 2006 27035 4.00913157 7.395108 2006 1
## 7962 2007 27035 4.00913157 7.223296 2006 1
## 8107 2003 27043 2.78383771 5.575949 2006 1
## 8108 2004 27043 2.78383771 5.393628 2006 1
## 8109 2005 27043 2.78383771 5.549076 2006 1
## 8110 2006 27043 2.78383771 5.463832 2006 1
## 8111 2007 27043 2.78383771 5.411646 2006 1
## 7883 2003 27049 3.78707184 7.299121 2006 1
## 7884 2004 27049 3.78707184 7.031741 2006 1
## 7885 2005 27049 3.78707184 6.937314 2006 1
## 7886 2006 27049 3.78707184 6.969791 2006 1
## 7887 2007 27049 3.78707184 6.958448 2006 1
## 7848 2003 27051 1.83880208 4.543295 2006 1
## 7853 2004 27051 1.83880208 4.499810 2006 1
## 7850 2005 27051 1.83880208 4.330733 2006 1
## 7851 2006 27051 1.83880208 4.442651 2006 1
## 7852 2007 27051 1.83880208 4.060443 2006 1
## 7876 2003 27055 2.98153192 5.777652 2006 1
## 7877 2004 27055 2.98153192 5.743003 2006 1
## 7878 2005 27055 2.98153192 5.739793 2006 1
## 7879 2006 27055 2.98153192 5.713733 2006 1
## 7867 2007 27055 2.98153192 5.662960 2006 1
## 8147 2003 27091 3.08200171 6.309918 2006 1
## 8148 2004 27091 3.08200171 6.287859 2006 1
## 8149 2005 27091 3.08200171 6.357842 2006 1
## 8150 2006 27091 3.08200171 6.405228 2006 1
## 8151 2007 27091 3.08200171 6.345636 2006 1
## 8352 2003 27115 3.27827617 6.126869 2006 1
## 8353 2004 27115 3.27827617 6.124683 2006 1
## 8354 2005 27115 3.27827617 6.095825 2006 1
## 8355 2006 27115 3.27827617 5.966147 2006 1
## 8356 2007 27115 3.27827617 6.003887 2006 1
## 8259 2003 27123 6.23643808 9.261794 2006 1
## 8260 2004 27123 6.23643808 9.184510 2006 1
## 8261 2005 27123 6.23643808 9.138415 2006 1
## 8262 2006 27123 6.23643808 9.191463 2006 1
## 8263 2007 27123 6.23643808 9.112948 2006 1
## 8280 2003 27129 2.84223138 5.774552 2006 1
## 8281 2004 27129 2.84223138 5.723585 2006 1
## 8282 2005 27129 2.84223138 5.752573 2006 1
## 8283 2006 27129 2.84223138 5.641907 2006 1
## 8284 2007 27129 2.84223138 5.877736 2006 1
## 7984 2003 27149 2.30787110 5.351858 2006 1
## 7985 2004 27149 2.30787110 5.141664 2006 1
## 7986 2005 27149 2.30787110 5.204007 2006 1
## 7987 2006 27149 2.30787110 5.176150 2006 1
## 7988 2007 27149 2.30787110 5.351858 2006 1
## 8005 2003 27157 3.07315617 6.047372 2006 1
## 8006 2004 27157 3.07315617 5.953243 2006 1
## 8007 2005 27157 3.07315617 5.891644 2006 1
## 8008 2006 27157 3.07315617 5.921578 2006 1
## 7888 2007 27157 3.07315617 5.916202 2006 1
## 7905 2003 27163 5.30395147 8.272315 2006 1
## 7906 2004 27163 5.30395147 8.214194 2006 1
## 7907 2005 27163 5.30395147 8.170751 2006 1
## 7908 2006 27163 5.30395147 8.250359 2006 1
## 7909 2007 27163 5.30395147 8.203030 2006 1
## 7912 2003 27165 2.47451956 5.484797 2006 1
## 7913 2004 27165 2.47451956 5.402677 2006 1
## 8035 2005 27165 2.47451956 5.303305 2006 1
## 8036 2006 27165 2.47451956 5.416100 2006 1
## 8037 2007 27165 2.47451956 5.384495 2006 1
## 8804 2003 29003 2.80287541 4.836282 2007 1
## 8805 2004 29003 2.80287541 4.859812 2007 1
## 8806 2005 29003 2.80287541 4.875197 2007 1
## 8807 2006 29003 2.80287541 4.882802 2007 1
## 8808 2007 29003 2.80287541 5.010635 2007 1
## 8832 2003 29011 2.52900328 5.513429 2007 1
## 8833 2004 29011 2.52900328 5.517453 2007 1
## 8834 2005 29011 2.52900328 5.402677 2007 1
## 8835 2006 29011 2.52900328 5.303305 2007 1
## 8836 2007 29011 2.52900328 5.257495 2007 1
## 8839 2003 29013 2.81259038 5.361292 2007 1
## 8840 2004 29013 2.81259038 5.252273 2007 1
## 8841 2005 29013 2.81259038 5.327876 2007 1
## 8842 2006 29013 2.81259038 5.187386 2007 1
## 8843 2007 29013 2.81259038 5.123964 2007 1
## 9080 2003 29023 3.71032289 6.400257 2007 1
## 9081 2004 29023 3.71032289 6.511745 2007 1
## 9082 2005 29023 3.71032289 6.538140 2007 1
## 9083 2006 29023 3.71032289 6.413459 2007 1
## 9084 2007 29023 3.71032289 6.293419 2007 1
## 8994 2003 29033 2.33068652 4.820282 2007 1
## 8995 2004 29033 2.33068652 4.804021 2007 1
## 8996 2005 29033 2.33068652 4.653960 2007 1
## 8997 2006 29033 2.33068652 4.691348 2007 1
## 8998 2007 29033 2.33068652 4.828314 2007 1
## 9469 2003 29041 2.13274531 4.718499 2007 1
## 9470 2004 29041 2.13274531 4.653960 2007 1
## 9471 2005 29041 2.13274531 4.644391 2007 1
## 9472 2006 29041 2.13274531 4.369448 2007 1
## 9473 2007 29041 2.13274531 4.418841 2007 1
## 9425 2003 29065 2.70317165 5.075174 2007 1
## 9426 2004 29065 2.70317165 5.135798 2007 1
## 9427 2005 29065 2.70317165 5.117994 2007 1
## 9468 2006 29065 2.70317165 5.093750 2007 1
## 9103 2007 29065 2.70317165 5.023881 2007 1
## 9127 2003 29073 2.73059417 5.811141 2007 1
## 9128 2004 29073 2.73059417 5.762051 2007 1
## 9129 2005 29073 2.73059417 5.872118 2007 1
## 9130 2006 29073 2.73059417 5.945421 2007 1
## 9131 2007 29073 2.73059417 5.880533 2007 1
## 9141 2003 29077 5.48226676 8.448272 2007 1
## 9142 2004 29077 5.48226676 8.391176 2007 1
## 9143 2005 29077 5.48226676 8.399760 2007 1
## 9144 2006 29077 5.48226676 8.467793 2007 1
## 9145 2007 29077 5.48226676 8.448914 2007 1
## 9148 2003 29079 2.34487801 4.948760 2007 1
## 9149 2004 29079 2.34487801 4.844187 2007 1
## 9150 2005 29079 2.34487801 4.969813 2007 1
## 9151 2006 29079 2.34487801 4.828314 2007 1
## 9152 2007 29079 2.34487801 4.828314 2007 1
## 9155 2003 29081 2.18041746 5.111988 2007 1
## 9156 2004 29081 2.18041746 5.062595 2007 1
## 9157 2005 29081 2.18041746 5.170484 2007 1
## 9158 2006 29081 2.18041746 4.948760 2007 1
## 9159 2007 29081 2.18041746 4.905275 2007 1
## 9169 2003 29085 2.19053559 3.465736 2007 1
## 9170 2004 29085 2.19053559 3.258097 2007 1
## 9171 2005 29085 2.19053559 3.332205 2007 1
## 9172 2006 29085 2.19053559 3.401197 2007 1
## 9173 2007 29085 2.19053559 3.496508 2007 1
## 9062 2003 29089 2.32356350 4.700480 2007 1
## 9063 2004 29089 2.32356350 4.736198 2007 1
## 9064 2005 29089 2.32356350 4.709530 2007 1
## 9186 2006 29089 2.32356350 4.691348 2007 1
## 9187 2007 29089 2.32356350 4.624973 2007 1
## 9218 2003 29099 5.28876691 7.806289 2007 1
## 9219 2004 29099 5.28876691 7.785721 2007 1
## 9220 2005 29099 5.28876691 7.742836 2007 1
## 8854 2006 29099 5.28876691 7.738488 2007 1
## 8855 2007 29099 5.28876691 7.736744 2007 1
## 8858 2003 29101 3.87656162 6.079933 2007 1
## 8859 2004 29101 3.87656162 6.142037 2007 1
## 8860 2005 29101 3.87656162 6.200509 2007 1
## 8766 2006 29101 3.87656162 6.161207 2007 1
## 8759 2007 29101 3.87656162 6.184149 2007 1
## 8791 2003 29105 3.48164001 6.135565 2007 1
## 8792 2004 29105 3.48164001 6.059123 2007 1
## 8793 2005 29105 3.48164001 6.146329 2007 1
## 8794 2006 29105 3.48164001 6.282267 2007 1
## 8795 2007 29105 3.48164001 6.274762 2007 1
## 8798 2003 29107 3.49529471 6.152733 2007 1
## 8799 2004 29107 3.49529471 6.192362 2007 1
## 8800 2005 29107 3.49529471 6.146329 2007 1
## 8801 2006 29107 3.49529471 6.095825 2007 1
## 8802 2007 29107 3.49529471 6.120297 2007 1
## 8914 2003 29117 2.67814067 5.726848 2007 1
## 8915 2004 29117 2.67814067 5.755742 2007 1
## 8916 2005 29117 2.67814067 5.645447 2007 1
## 8917 2006 29117 2.67814067 5.676754 2007 1
## 8918 2007 29117 2.67814067 5.545177 2007 1
## 8921 2003 29119 3.07643630 5.356586 2007 1
## 8922 2004 29119 3.07643630 5.231109 2007 1
## 8923 2005 29119 3.07643630 5.164786 2007 1
## 8924 2006 29119 3.07643630 5.283204 2007 1
## 8925 2007 29119 3.07643630 5.337538 2007 1
## 9315 2003 29127 3.34247304 6.393591 2007 1
## 9316 2004 29127 3.34247304 6.331502 2007 1
## 9317 2005 29127 3.34247304 6.423247 2007 1
## 9318 2006 29127 3.34247304 6.396930 2007 1
## 9319 2007 29127 3.34247304 6.368187 2007 1
## 9329 2003 29131 3.15972012 5.529429 2007 1
## 9330 2004 29131 3.15972012 5.342334 2007 1
## 9331 2005 29131 3.15972012 5.347108 2007 1
## 9332 2006 29131 3.15972012 5.416100 2007 1
## 9333 2007 29131 3.15972012 5.384495 2007 1
## 9271 2003 29149 2.33640664 4.219508 2007 1
## 9272 2004 29149 2.33640664 4.189655 2007 1
## 9273 2005 29149 2.33640664 4.356709 2007 1
## 9274 2006 29149 2.33640664 4.356709 2007 1
## 9275 2007 29149 2.33640664 4.510860 2007 1
## 9292 2003 29155 2.99807952 5.497168 2007 1
## 9293 2004 29155 2.99807952 5.342334 2007 1
## 9294 2005 29155 2.99807952 5.262690 2007 1
## 9295 2006 29155 2.99807952 5.459586 2007 1
## 9296 2007 29155 2.99807952 5.552960 2007 1
## 9441 2003 29163 2.90968407 5.605802 2007 1
## 9442 2004 29163 2.90968407 5.690359 2007 1
## 9443 2005 29163 2.90968407 5.720312 2007 1
## 9444 2006 29163 2.90968407 5.703782 2007 1
## 9445 2007 29163 2.90968407 5.638355 2007 1
## 9369 2003 29177 3.15076828 5.480639 2007 1
## 9370 2004 29177 3.15076828 5.267858 2007 1
## 9371 2005 29177 3.15076828 5.283204 2007 1
## 9372 2006 29177 3.15076828 5.187386 2007 1
## 9373 2007 29177 3.15076828 5.220356 2007 1
## 8945 2003 29201 3.69937419 6.089045 2007 1
## 8946 2004 29201 3.69937419 6.190315 2007 1
## 8947 2005 29201 3.69937419 6.150603 2007 1
## 8948 2006 29201 3.69937419 6.098074 2007 1
## 8949 2007 29201 3.69937419 6.006353 2007 1
## 8973 2003 29209 3.35543264 5.003946 2007 1
## 8974 2004 29209 3.35543264 5.198497 2007 1
## 8975 2005 29209 3.35543264 5.198497 2007 1
## 8976 2006 29209 3.35543264 5.236442 2007 1
## 8977 2007 29209 3.35543264 5.323010 2007 1
## 8980 2003 29211 1.97671644 4.262680 2007 1
## 8981 2004 29211 1.97671644 4.248495 2007 1
## 8861 2005 29211 1.97671644 3.931826 2007 1
## 8862 2006 29211 1.97671644 4.025352 2007 1
## 8863 2007 29211 1.97671644 4.127134 2007 1
## 8873 2003 29215 3.13562464 5.379897 2007 1
## 8874 2004 29215 3.13562464 5.298317 2007 1
## 8875 2005 29215 3.13562464 5.433722 2007 1
## 8876 2006 29215 3.13562464 5.416100 2007 1
## 8877 2007 29215 3.13562464 5.402677 2007 1
## 9043 2003 29229 2.88786863 5.529429 2007 1
## 9044 2004 29229 2.88786863 5.545177 2007 1
## 9045 2005 29229 2.88786863 5.517453 2007 1
## 9046 2006 29229 2.88786863 5.420535 2007 1
## 9047 2007 29229 2.88786863 5.262690 2007 1
## 9050 2003 29510 5.85274544 8.402007 2007 1
## 9051 2004 29510 5.85274544 8.346168 2007 1
## 9052 2005 29510 5.85274544 8.297045 2007 1
## 9053 2006 29510 5.85274544 8.296796 2007 1
## 9054 2007 29510 5.85274544 8.258163 2007 1
## 9806 2003 30009 2.25675056 5.081404 2007 1
## 9807 2004 30009 2.25675056 4.927254 2007 1
## 9808 2005 30009 2.25675056 4.779123 2007 1
## 9809 2006 30009 2.25675056 4.875197 2007 1
## 9810 2007 30009 2.25675056 4.976734 2007 1
## 9813 2003 30011 0.30748470 2.484907 2007 1
## 9814 2004 30011 0.30748470 1.945910 2007 1
## 9815 2005 30011 0.30748470 1.609438 2007 1
## 9816 2006 30011 0.30748470 1.945910 2007 1
## 9817 2007 30011 0.30748470 2.079442 2007 1
## 9820 2003 30013 4.38647921 7.277939 2007 1
## 9821 2004 30013 4.38647921 7.166266 2007 1
## 9822 2005 30013 4.38647921 7.191429 2007 1
## 9823 2006 30013 4.38647921 7.259820 2007 1
## 9824 2007 30013 4.38647921 7.281386 2007 1
## 9606 2003 30021 2.20375874 5.370638 2007 1
## 9607 2004 30021 2.20375874 5.308268 2007 1
## 9608 2005 30021 2.20375874 5.164786 2007 1
## 9609 2006 30021 2.20375874 5.442418 2007 1
## 9610 2007 30021 2.20375874 5.252273 2007 1
## 9851 2003 30033 0.24607852 2.397895 2007 1
## 9852 2004 30033 0.24607852 2.890372 2007 1
## 9853 2005 30033 0.24607852 2.484907 2007 1
## 9854 2006 30033 0.24607852 2.833213 2007 1
## 9855 2007 30033 0.24607852 2.890372 2007 1
## 9886 2003 30049 4.02026736 7.129298 2007 1
## 9887 2004 30049 4.02026736 7.060476 2007 1
## 9888 2005 30049 4.02026736 7.003974 2007 1
## 9889 2006 30049 4.02026736 7.095064 2007 1
## 9890 2007 30049 4.02026736 7.095893 2007 1
## 9675 2003 30081 3.58546149 6.212606 2007 1
## 9676 2004 30081 3.58546149 6.218600 2007 1
## 9677 2005 30081 3.58546149 6.182085 2007 1
## 9678 2006 30081 3.58546149 6.269096 2007 1
## 9679 2007 30081 3.58546149 6.278521 2007 1
## 9689 2003 30087 2.23889954 5.351858 2007 1
## 9690 2004 30087 2.23889954 5.323010 2007 1
## 9691 2005 30087 2.23889954 5.111988 2007 1
## 9692 2006 30087 2.23889954 5.099866 2007 1
## 9693 2007 30087 2.23889954 4.969813 2007 1
## 9554 2003 30095 2.10352421 4.564348 2007 1
## 9555 2004 30095 2.10352421 4.382027 2007 1
## 9556 2005 30095 2.10352421 4.653960 2007 1
## 9557 2006 30095 2.10352421 4.653960 2007 1
## 9558 2007 30095 2.10352421 4.634729 2007 1
## 9616 2003 30101 1.66146094 4.248495 2007 1
## 9617 2004 30101 1.66146094 4.007333 2007 1
## 9618 2005 30101 1.66146094 4.262680 2007 1
## 9619 2006 30101 1.66146094 4.127134 2007 1
## 9620 2007 30101 1.66146094 4.290459 2007 1
## 9644 2003 30109 0.06578774 2.708050 2007 1
## 9645 2004 30109 0.06578774 2.639057 2007 1
## 9646 2005 30109 0.06578774 2.197225 2007 1
## 9647 2006 30109 0.06578774 2.197225 2007 1
## 9648 2007 30109 0.06578774 2.302585 2007 1
## 9906 2003 31003 2.00848245 4.624973 0 0
## 9911 2004 31003 2.00848245 4.442651 0 0
## 9899 2005 31003 2.00848245 4.418841 0 0
## 9900 2006 31003 2.00848245 4.553877 0 0
## 9901 2007 31003 2.00848245 4.510860 0 0
## 9957 2003 31023 2.17099467 4.762174 0 0
## 9958 2004 31023 2.17099467 4.510860 0 0
## 9959 2005 31023 2.17099467 4.709530 0 0
## 9960 2006 31023 2.17099467 4.624973 0 0
## 9961 2007 31023 2.17099467 4.770685 0 0
## 10351 2003 31031 1.81612683 4.882802 0 0
## 10352 2004 31031 1.81612683 5.010635 0 0
## 10353 2005 31031 1.81612683 5.075174 0 0
## 10354 2006 31031 1.81612683 4.962845 0 0
## 10355 2007 31031 1.81612683 4.875197 0 0
## 10358 2003 31033 2.28543893 5.493061 0 0
## 10359 2004 31033 2.28543893 5.568345 0 0
## 10360 2005 31033 2.28543893 5.583496 0 0
## 10361 2006 31033 2.28543893 5.541264 0 0
## 10362 2007 31033 2.28543893 5.598422 0 0
## 10386 2003 31041 2.46750614 5.111988 0 0
## 10387 2004 31041 2.46750614 5.043425 0 0
## 10388 2005 31041 2.46750614 5.068904 0 0
## 10389 2006 31041 2.46750614 5.214936 0 0
## 10390 2007 31041 2.46750614 5.288267 0 0
## 10422 2003 31055 6.13898976 9.365462 0 0
## 10450 2004 31055 6.13898976 9.332115 0 0
## 10451 2005 31055 6.13898976 9.311181 0 0
## 10448 2006 31055 6.13898976 9.321971 0 0
## 10449 2007 31055 6.13898976 9.320270 0 0
## 10452 2003 31059 1.89220794 4.976734 0 0
## 10453 2004 31059 1.89220794 4.779123 0 0
## 10445 2005 31059 1.89220794 4.744932 0 0
## 10432 2006 31059 1.89220794 4.700480 0 0
## 10433 2007 31059 1.89220794 4.644391 0 0
## 10395 2003 31061 1.27368542 3.713572 0 0
## 10396 2004 31061 1.27368542 3.610918 0 0
## 10397 2005 31061 1.27368542 3.401197 0 0
## 10398 2006 31061 1.27368542 3.332205 0 0
## 10399 2007 31061 1.27368542 3.610918 0 0
## 10111 2003 31073 0.76220672 2.708050 0 0
## 10112 2004 31073 0.76220672 2.772589 0 0
## 10113 2005 31073 0.76220672 2.833213 0 0
## 10114 2006 31073 0.76220672 2.708050 0 0
## 10115 2007 31073 0.76220672 2.639057 0 0
## 10131 2003 31079 3.98031697 7.170888 0 0
## 10132 2004 31079 3.98031697 7.099202 0 0
## 10133 2005 31079 3.98031697 7.066467 0 0
## 10134 2006 31079 3.98031697 7.165493 0 0
## 10135 2007 31079 3.98031697 7.175490 0 0
## 10138 2003 31081 2.24102879 5.214936 0 0
## 10139 2004 31081 2.24102879 5.241747 0 0
## 10140 2005 31081 2.24102879 5.209486 0 0
## 10141 2006 31081 2.24102879 5.153292 0 0
## 10142 2007 31081 2.24102879 5.147494 0 0
## 10145 2003 31083 1.33131005 3.850148 0 0
## 10146 2004 31083 1.33131005 3.737670 0 0
## 10147 2005 31083 1.33131005 3.891820 0 0
## 10148 2006 31083 1.33131005 3.988984 0 0
## 10149 2007 31083 1.33131005 3.850148 0 0
## 9905 2003 31101 2.18323834 5.424950 0 0
## 9902 2004 31101 2.18323834 5.308268 0 0
## 9907 2005 31101 2.18323834 5.303305 0 0
## 9918 2006 31101 2.18323834 5.231109 0 0
## 9919 2007 31101 2.18323834 5.262690 0 0
## 9935 2003 31107 2.23793990 5.049856 0 0
## 9977 2004 31107 2.23793990 5.192957 0 0
## 9978 2005 31107 2.23793990 5.081404 0 0
## 9979 2006 31107 2.23793990 5.036953 0 0
## 9980 2007 31107 2.23793990 5.141664 0 0
## 9983 2003 31109 5.52262424 8.578288 0 0
## 9984 2004 31109 5.52262424 8.526945 0 0
## 9985 2005 31109 5.52262424 8.531688 0 0
## 9986 2006 31109 5.52262424 8.520388 0 0
## 9987 2007 31109 5.52262424 8.557183 0 0
## 10022 2003 31123 1.69377906 4.465908 0 0
## 10023 2004 31123 1.69377906 4.406719 0 0
## 10024 2005 31123 1.69377906 4.204693 0 0
## 10025 2006 31123 1.69377906 4.248495 0 0
## 10026 2007 31123 1.69377906 4.043051 0 0
## 10160 2003 31127 2.02498536 4.927254 0 0
## 10161 2004 31127 2.02498536 4.955827 0 0
## 10284 2005 31127 2.02498536 4.718499 0 0
## 10285 2006 31127 2.02498536 4.644391 0 0
## 10286 2007 31127 2.02498536 4.672829 0 0
## 10289 2003 31131 2.73410774 5.945421 0 0
## 10290 2004 31131 2.73410774 5.707110 0 0
## 10291 2005 31131 2.73410774 5.690359 0 0
## 10292 2006 31131 2.73410774 5.749393 0 0
## 10293 2007 31131 2.73410774 5.808142 0 0
## 10296 2003 31133 1.12719975 3.135494 0 0
## 10297 2004 31133 1.12719975 3.091042 0 0
## 10298 2005 31133 1.12719975 3.135494 0 0
## 10299 2006 31133 1.12719975 3.496508 0 0
## 10300 2007 31133 1.12719975 3.555348 0 0
## 10210 2003 31147 2.25454964 4.836282 0 0
## 10211 2004 31147 2.25454964 4.927254 0 0
## 10212 2005 31147 2.25454964 4.934474 0 0
## 10213 2006 31147 2.25454964 4.727388 0 0
## 10214 2007 31147 2.25454964 4.744932 0 0
## 10224 2003 31151 2.62777969 5.662960 0 0
## 10225 2004 31151 2.62777969 5.442418 0 0
## 10226 2005 31151 2.62777969 5.501258 0 0
## 10227 2006 31151 2.62777969 5.497168 0 0
## 10228 2007 31151 2.62777969 5.402677 0 0
## 10231 2003 31153 4.80888624 7.533159 0 0
## 10232 2004 31153 4.80888624 7.496652 0 0
## 10233 2005 31153 4.80888624 7.535297 0 0
## 10234 2006 31153 4.80888624 7.537430 0 0
## 10235 2007 31153 4.80888624 7.612831 0 0
## 10238 2003 31155 2.98719594 5.609472 0 0
## 10239 2004 31155 2.98719594 5.602119 0 0
## 10240 2005 31155 2.98719594 5.468060 0 0
## 10241 2006 31155 2.98719594 5.505332 0 0
## 10242 2007 31155 2.98719594 5.638355 0 0
## 10259 2003 31161 1.82422666 4.454347 0 0
## 10260 2004 31161 1.82422666 4.317488 0 0
## 10261 2005 31161 1.82422666 4.262680 0 0
## 10262 2006 31161 1.82422666 4.276666 0 0
## 10263 2007 31161 1.82422666 4.110874 0 0
## 10426 2003 31177 2.93279247 5.849325 0 0
## 10427 2004 31177 2.93279247 5.837730 0 0
## 10428 2005 31177 2.93279247 5.730100 0 0
## 10429 2006 31177 2.93279247 5.673323 0 0
## 10430 2007 31177 2.93279247 5.598422 0 0
## 10482 2003 32007 3.81310834 6.513230 2007 1
## 10483 2004 32007 3.81310834 6.672033 2007 1
## 10484 2005 32007 3.81310834 6.751101 2007 1
## 10485 2006 32007 3.81310834 6.815640 2007 1
## 10526 2007 32007 3.81310834 6.886532 2007 1
## 10496 2003 32011 0.50138116 2.564949 2007 1
## 10497 2004 32011 0.50138116 3.135494 2007 1
## 10498 2005 32011 0.50138116 2.833213 2007 1
## 10499 2006 32011 0.50138116 3.258097 2007 1
## 10500 2007 32011 0.50138116 3.332205 2007 1
## 10467 2003 32033 2.21713613 4.983607 2007 1
## 10468 2004 32033 2.21713613 4.912655 2007 1
## 10469 2005 32033 2.21713613 5.075174 2007 1
## 10470 2006 32033 2.21713613 5.187386 2007 1
## 10458 2007 32033 2.21713613 5.181784 2007 1
## 10948 2003 35006 3.24239702 5.442418 0 0
## 10975 2004 35006 3.24239702 5.135798 0 0
## 10976 2005 35006 3.24239702 5.262690 0 0
## 10974 2006 35006 3.24239702 5.472271 0 0
## 10966 2007 35006 3.24239702 5.442418 0 0
## 10806 2003 35013 5.16296718 7.578657 0 0
## 10807 2004 35013 5.16296718 7.560601 0 0
## 10808 2005 35013 5.16296718 7.628518 0 0
## 10809 2006 35013 5.16296718 7.596894 0 0
## 10810 2007 35013 5.16296718 7.656810 0 0
## 10924 2003 35025 4.01658120 6.719013 0 0
## 10925 2004 35025 4.01658120 6.705639 0 0
## 10926 2005 35025 4.01658120 6.791221 0 0
## 10927 2006 35025 4.01658120 6.891626 0 0
## 10928 2007 35025 4.01658120 7.032624 0 0
## 10878 2003 35033 1.64480506 3.044522 0 0
## 10879 2004 35033 1.64480506 2.197225 0 0
## 10771 2005 35033 1.64480506 2.484907 0 0
## 10762 2006 35033 1.64480506 3.044522 0 0
## 10764 2007 35033 1.64480506 2.833213 0 0
## 10919 2003 35045 4.73445131 7.446585 0 0
## 10798 2004 35045 4.73445131 7.377134 0 0
## 10799 2005 35045 4.73445131 7.353082 0 0
## 10800 2006 35045 4.73445131 7.367709 0 0
## 10801 2007 35045 4.73445131 7.447751 0 0
## 11796 2003 37005 2.36809190 4.624973 2007 1
## 11797 2004 37005 2.36809190 4.584967 2007 1
## 11798 2005 37005 2.36809190 4.672829 2007 1
## 11799 2006 37005 2.36809190 4.634729 2007 1
## 12043 2007 37005 2.36809190 4.624973 2007 1
## 11974 2003 37021 5.32947683 8.048788 2007 1
## 11975 2004 37021 5.32947683 8.065894 2007 1
## 11976 2005 37021 5.32947683 8.142063 2007 1
## 11977 2006 37021 5.32947683 8.183956 2007 1
## 11978 2007 37021 5.32947683 8.248006 2007 1
## 12097 2003 37025 4.87567812 7.623153 2007 1
## 12098 2004 37025 4.87567812 7.685703 2007 1
## 12086 2005 37025 4.87567812 7.705713 2007 1
## 12100 2006 37025 4.87567812 7.808729 2007 1
## 12101 2007 37025 4.87567812 7.900637 2007 1
## 12110 2003 37029 1.92934513 3.295837 2007 1
## 12107 2004 37029 1.92934513 2.944439 2007 1
## 12099 2005 37029 1.92934513 3.465736 2007 1
## 12109 2006 37029 1.92934513 3.367296 2007 1
## 12113 2007 37029 1.92934513 3.258097 2007 1
## 11922 2003 37041 2.67594015 5.068904 2007 1
## 11923 2004 37041 2.67594015 5.187386 2007 1
## 11924 2005 37041 2.67594015 4.934474 2007 1
## 11925 2006 37041 2.67594015 5.081404 2007 1
## 11926 2007 37041 2.67594015 5.081404 2007 1
## 11957 2003 37051 5.71361069 8.036250 2007 1
## 11958 2004 37051 5.71361069 8.042699 2007 1
## 11959 2005 37051 5.71361069 8.089482 2007 1
## 11960 2006 37051 5.71361069 8.126223 2007 1
## 11961 2007 37051 5.71361069 8.139732 2007 1
## 11491 2003 37057 4.99210466 7.284135 2007 1
## 11492 2004 37057 4.99210466 7.228388 2007 1
## 11493 2005 37057 4.99210466 7.229839 2007 1
## 11494 2006 37057 4.99210466 7.242082 2007 1
## 11495 2007 37057 4.99210466 7.240650 2007 1
## 11619 2003 37059 3.55062263 5.958425 2007 1
## 11620 2004 37059 3.55062263 5.942799 2007 1
## 11621 2005 37059 3.55062263 6.139885 2007 1
## 11622 2006 37059 3.55062263 6.135565 2007 1
## 11623 2007 37059 3.55062263 6.109248 2007 1
## 11633 2003 37063 5.40857885 7.967973 2007 1
## 11634 2004 37063 5.40857885 7.964851 2007 1
## 11635 2005 37063 5.40857885 7.952967 2007 1
## 11636 2006 37063 5.40857885 8.020599 2007 1
## 11637 2007 37063 5.40857885 8.028455 2007 1
## 11444 2003 37075 2.07856616 4.025352 2007 1
## 11432 2004 37075 2.07856616 4.248495 2007 1
## 11433 2005 37075 2.07856616 4.174387 2007 1
## 11434 2006 37075 2.07856616 4.477337 2007 1
## 11476 2007 37075 2.07856616 4.753590 2007 1
## 11486 2003 37079 2.94306962 4.615121 2007 1
## 11447 2004 37079 2.94306962 4.709530 2007 1
## 11448 2005 37079 2.94306962 4.510860 2007 1
## 11449 2006 37079 2.94306962 4.510860 2007 1
## 11450 2007 37079 2.94306962 4.510860 2007 1
## 11507 2003 37085 4.51113419 6.843750 2007 1
## 11508 2004 37085 4.51113419 6.857514 2007 1
## 11509 2005 37085 4.51113419 6.937314 2007 1
## 11510 2006 37085 4.51113419 7.035269 2007 1
## 11511 2007 37085 4.51113419 6.993015 2007 1
## 11617 2003 37093 3.51589418 5.231109 2007 1
## 11618 2004 37093 3.51589418 5.141664 2007 1
## 11862 2005 37093 3.51589418 5.288267 2007 1
## 11863 2006 37093 3.51589418 5.252273 2007 1
## 11864 2007 37093 3.51589418 5.308268 2007 1
## 11881 2003 37099 3.50016752 5.793014 2007 1
## 11882 2004 37099 3.50016752 5.755742 2007 1
## 11883 2005 37099 3.50016752 5.826000 2007 1
## 11884 2006 37099 3.50016752 5.849325 2007 1
## 11885 2007 37099 3.50016752 5.973810 2007 1
## 11774 2003 37103 2.33997721 3.828641 2007 1
## 11775 2004 37103 2.33997721 3.663562 2007 1
## 11776 2005 37103 2.33997721 3.761200 2007 1
## 11777 2006 37103 2.33997721 4.110874 2007 1
## 11778 2007 37103 2.33997721 3.135494 2007 1
## 11538 2003 37105 3.89263629 6.598509 2007 1
## 11539 2004 37105 3.89263629 6.586172 2007 1
## 11540 2005 37105 3.89263629 6.675823 2007 1
## 11541 2006 37105 3.89263629 6.593045 2007 1
## 11542 2007 37105 3.89263629 6.650279 2007 1
## 11823 2003 37117 3.24231888 5.356586 2007 1
## 11824 2004 37117 3.24231888 5.402677 2007 1
## 11825 2005 37117 3.24231888 5.488938 2007 1
## 11826 2006 37117 3.24231888 5.442418 2007 1
## 11827 2007 37117 3.24231888 5.411646 2007 1
## 11844 2003 37123 3.28922245 5.533389 2007 1
## 11845 2004 37123 3.28922245 5.438079 2007 1
## 11846 2005 37123 3.28922245 5.556828 2007 1
## 11847 2006 37123 3.28922245 5.605802 2007 1
## 11848 2007 37123 3.28922245 5.579730 2007 1
## 11858 2003 37127 4.47072409 7.170888 2007 1
## 11980 2004 37127 4.47072409 7.115582 2007 1
## 11981 2005 37127 4.47072409 7.116394 2007 1
## 11982 2006 37127 4.47072409 7.225481 2007 1
## 11983 2007 37127 4.47072409 7.356280 2007 1
## 11713 2003 37155 4.81493666 6.857514 2007 1
## 11714 2004 37155 4.81493666 6.853299 2007 1
## 11715 2005 37155 4.81493666 7.054450 2007 1
## 11716 2006 37155 4.81493666 6.993933 2007 1
## 11717 2007 37155 4.81493666 7.037906 2007 1
## 11734 2003 37161 4.14153027 6.300786 2007 1
## 11735 2004 37161 4.14153027 6.246107 2007 1
## 11736 2005 37161 4.14153027 6.255750 2007 1
## 11737 2006 37161 4.14153027 6.297109 2007 1
## 11738 2007 37161 4.14153027 6.428105 2007 1
## 11741 2003 37163 4.09702430 6.317165 2007 1
## 11742 2004 37163 4.09702430 6.385194 2007 1
## 11743 2005 37163 4.09702430 6.324359 2007 1
## 11744 2006 37163 4.09702430 6.342121 2007 1
## 11745 2007 37163 4.09702430 6.447306 2007 1
## 11748 2003 37165 3.58346338 6.154858 2007 1
## 11749 2004 37165 3.58346338 6.206576 2007 1
## 11750 2005 37165 3.58346338 6.148468 2007 1
## 11751 2006 37165 3.58346338 6.182085 2007 1
## 11752 2007 37165 3.58346338 6.163315 2007 1
## 11755 2003 37167 4.06216566 6.625392 2007 1
## 11756 2004 37167 4.06216566 6.543912 2007 1
## 11757 2005 37167 4.06216566 6.613384 2007 1
## 11758 2006 37167 4.06216566 6.629363 2007 1
## 11759 2007 37167 4.06216566 6.617403 2007 1
## 11459 2003 37175 3.37874725 5.676754 2007 1
## 11460 2004 37175 3.37874725 5.707110 2007 1
## 11461 2005 37175 3.37874725 5.758902 2007 1
## 11462 2006 37175 3.37874725 5.780744 2007 1
## 11463 2007 37175 3.37874725 5.713733 2007 1
## 11589 2003 37189 3.75408182 6.326149 2007 1
## 11590 2004 37189 3.75408182 6.356108 2007 1
## 11591 2005 37189 3.75408182 6.350886 2007 1
## 11592 2006 37189 3.75408182 6.444131 2007 1
## 11593 2007 37189 3.75408182 6.432940 2007 1
## 11596 2003 37191 4.73029509 7.247081 2007 1
## 11597 2004 37191 4.73029509 7.228388 2007 1
## 11598 2005 37191 4.73029509 7.217443 2007 1
## 11599 2006 37191 4.73029509 7.309881 2007 1
## 11600 2007 37191 4.73029509 7.304516 2007 1
## 12361 2003 38001 0.95281551 4.110874 0 0
## 12362 2004 38001 0.95281551 4.094345 0 0
## 12363 2005 38001 0.95281551 4.060443 0 0
## 12364 2006 38001 0.95281551 3.891820 0 0
## 12365 2007 38001 0.95281551 4.174387 0 0
## 12305 2003 38021 1.75041651 4.682131 0 0
## 12306 2004 38021 1.75041651 4.290459 0 0
## 12307 2005 38021 1.75041651 4.510860 0 0
## 12308 2006 38021 1.75041651 4.744932 0 0
## 12309 2007 38021 1.75041651 4.624973 0 0
## 12312 2003 38023 0.82549037 4.110874 0 0
## 12313 2004 38023 0.82549037 4.110874 0 0
## 12314 2005 38023 0.82549037 3.871201 0 0
## 12315 2006 38023 0.82549037 3.891820 0 0
## 12316 2007 38023 0.82549037 3.850148 0 0
## 12219 2003 38035 4.19130489 7.281386 0 0
## 12220 2004 38035 4.19130489 7.206377 0 0
## 12221 2005 38035 4.19130489 7.293698 0 0
## 12343 2006 38035 4.19130489 7.282074 0 0
## 12344 2007 38035 4.19130489 7.282074 0 0
## 12347 2003 38037 1.04415610 3.465736 0 0
## 12348 2004 38037 1.04415610 3.218876 0 0
## 12390 2005 38037 1.04415610 3.135494 0 0
## 12391 2006 38037 1.04415610 3.295837 0 0
## 12392 2007 38037 1.04415610 3.465736 0 0
## 12342 2003 38049 1.78959045 3.988984 0 0
## 12383 2004 38049 1.78959045 3.637586 0 0
## 12384 2005 38049 1.78959045 3.891820 0 0
## 12262 2006 38049 1.78959045 3.828641 0 0
## 12263 2007 38049 1.78959045 4.025352 0 0
## 12287 2003 38061 1.89175562 4.941642 0 0
## 12288 2004 38061 1.89175562 4.709530 0 0
## 12289 2005 38061 1.89175562 4.644391 0 0
## 12290 2006 38061 1.89175562 4.595120 0 0
## 12291 2007 38061 1.89175562 4.736198 0 0
## 12294 2003 38063 1.31237868 3.912023 0 0
## 12174 2004 38063 1.31237868 4.043051 0 0
## 12175 2005 38063 1.31237868 4.043051 0 0
## 12176 2006 38063 1.31237868 3.806662 0 0
## 12177 2007 38063 1.31237868 3.713572 0 0
## 12208 2003 38073 1.77325600 4.836282 0 0
## 12209 2004 38073 1.77325600 4.875197 0 0
## 12210 2005 38073 1.77325600 4.753590 0 0
## 12211 2006 38073 1.77325600 4.762174 0 0
## 12212 2007 38073 1.77325600 4.795791 0 0
## 12116 2003 38097 2.13735661 5.164786 0 0
## 12127 2004 38097 2.13735661 5.141664 0 0
## 12128 2005 38097 2.13735661 5.017280 0 0
## 12129 2006 38097 2.13735661 5.087596 0 0
## 12130 2007 38097 2.13735661 5.056246 0 0
## 12120 2003 38099 2.51680898 5.846439 0 0
## 12148 2004 38099 2.51680898 5.771441 0 0
## 12149 2005 38099 2.51680898 5.697093 0 0
## 12150 2006 38099 2.51680898 5.690359 0 0
## 12151 2007 38099 2.51680898 5.673323 0 0
## 12169 2003 38105 2.98371030 6.167516 0 0
## 12170 2004 38105 2.98371030 6.070738 0 0
## 12171 2005 38105 2.98371030 6.124683 0 0
## 12172 2006 38105 2.98371030 6.169611 0 0
## 12173 2007 38105 2.98371030 6.188264 0 0
## 12848 2003 39019 3.36162461 5.463832 2007 1
## 12849 2004 39019 3.36162461 5.442418 2007 1
## 12850 2005 39019 3.36162461 5.402677 2007 1
## 12851 2006 39019 3.36162461 5.278115 2007 1
## 12852 2007 39019 3.36162461 5.351858 2007 1
## 12855 2003 39021 3.66073715 5.899897 2007 1
## 12856 2004 39021 3.66073715 5.774552 2007 1
## 12857 2005 39021 3.66073715 5.802118 2007 1
## 12858 2006 39021 3.66073715 5.863631 2007 1
## 12859 2007 39021 3.66073715 5.783825 2007 1
## 12986 2003 39035 7.23991681 10.002020 2007 1
## 12987 2004 39035 7.23991681 9.947552 2007 1
## 12988 2005 39035 7.23991681 9.914675 2007 1
## 12989 2006 39035 7.23991681 9.915959 2007 1
## 12990 2007 39035 7.23991681 9.893740 2007 1
## 12826 2003 39047 3.34755044 6.342121 2007 1
## 12827 2004 39047 3.34755044 6.329721 2007 1
## 12828 2005 39047 3.34755044 6.338594 2007 1
## 12829 2006 39047 3.34755044 6.232448 2007 1
## 12951 2007 39047 3.34755044 6.244167 2007 1
## 13026 2003 39055 4.50970499 7.294377 2007 1
## 13032 2004 39055 4.50970499 7.242082 2007 1
## 13028 2005 39055 4.50970499 7.220374 2007 1
## 13020 2006 39055 4.50970499 7.309212 2007 1
## 13021 2007 39055 4.50970499 7.242798 2007 1
## 12881 2003 39063 4.26682620 7.154615 2007 1
## 12882 2004 39063 4.26682620 7.062192 2007 1
## 12883 2005 39063 4.26682620 7.129298 2007 1
## 12884 2006 39063 4.26682620 7.113956 2007 1
## 12885 2007 39063 4.26682620 7.146772 2007 1
## 12909 2003 39071 3.71051863 6.113682 2007 1
## 12910 2004 39071 3.71051863 6.144186 2007 1
## 12911 2005 39071 3.71051863 6.210600 2007 1
## 12912 2006 39071 3.71051863 6.192362 2007 1
## 12670 2007 39071 3.71051863 6.107023 2007 1
## 12694 2003 39079 3.48556917 5.834811 2007 1
## 12695 2004 39079 3.48556917 5.755742 2007 1
## 12696 2005 39079 3.48556917 5.869297 2007 1
## 12697 2006 39079 3.48556917 5.826000 2007 1
## 12698 2007 39079 3.48556917 5.789960 2007 1
## 12505 2003 39095 6.12041609 9.010547 2007 1
## 12424 2004 39095 6.12041609 8.927181 2007 1
## 12429 2005 39095 6.12041609 8.842027 2007 1
## 12426 2006 39095 6.12041609 8.840291 2007 1
## 12427 2007 39095 6.12041609 8.821732 2007 1
## 12431 2003 39097 3.69419033 5.976351 2007 1
## 12432 2004 39097 3.69419033 5.940171 2007 1
## 12433 2005 39097 3.69419033 6.133398 2007 1
## 12434 2006 39097 3.69419033 5.950643 2007 1
## 12448 2007 39097 3.69419033 5.855072 2007 1
## 12547 2003 39107 3.71171669 6.776507 2007 1
## 12548 2004 39107 3.71171669 6.769642 2007 1
## 12549 2005 39107 3.71171669 6.734592 2007 1
## 12550 2006 39107 3.71171669 6.805723 2007 1
## 12551 2007 39107 3.71171669 6.719013 2007 1
## 12561 2003 39111 2.71997877 3.332205 2007 1
## 12562 2004 39111 2.71997877 3.258097 2007 1
## 12563 2005 39111 2.71997877 3.526361 2007 1
## 12564 2006 39111 2.71997877 3.496508 2007 1
## 12565 2007 39111 2.71997877 3.401197 2007 1
## 12468 2003 39119 4.43775695 7.120444 2007 1
## 12469 2004 39119 4.43775695 7.025538 2007 1
## 12713 2005 39119 4.43775695 6.946014 2007 1
## 12714 2006 39119 4.43775695 6.859615 2007 1
## 12715 2007 39119 4.43775695 6.895683 2007 1
## 12796 2003 39143 4.12377391 6.831954 2007 1
## 12797 2004 39143 4.12377391 6.828712 2007 1
## 12798 2005 39143 4.12377391 6.745236 2007 1
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## 12800 2007 39143 4.12377391 6.765039 2007 1
## 12866 2003 39163 2.54991381 4.234107 2007 1
## 12867 2004 39163 2.54991381 4.248495 2007 1
## 12868 2005 39163 2.54991381 4.094345 2007 1
## 12869 2006 39163 2.54991381 3.871201 2007 1
## 12627 2007 39163 2.54991381 4.007333 2007 1
## 12658 2003 39173 4.79632759 7.557995 2007 1
## 12659 2004 39173 4.79632759 7.521318 2007 1
## 12660 2005 39173 4.79632759 7.465083 2007 1
## 12661 2006 39173 4.79632759 7.473637 2007 1
## 12662 2007 39173 4.79632759 7.512618 2007 1
## 13285 2003 40003 1.80910811 4.025352 0 0
## 13286 2004 40003 1.80910811 3.761200 0 0
## 13287 2005 40003 1.80910811 3.912023 0 0
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## 13198 2003 40013 3.59824333 6.177944 0 0
## 13199 2004 40013 3.59824333 6.242223 0 0
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## 13214 2005 40017 4.47388769 7.000334 0 0
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## 13050 2003 40025 1.14676733 3.806662 0 0
## 13038 2004 40025 1.14676733 3.583519 0 0
## 13039 2005 40025 1.14676733 3.555348 0 0
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## 13041 2007 40025 1.14676733 3.555348 0 0
## 13086 2003 40039 3.26354322 6.045005 0 0
## 13087 2004 40039 3.26354322 5.986452 0 0
## 13088 2005 40039 3.26354322 5.899897 0 0
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## 13240 2003 40063 2.64999727 4.624973 0 0
## 13241 2004 40063 2.64999727 4.454347 0 0
## 13242 2005 40063 2.64999727 4.276666 0 0
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## 13505 2003 40069 2.35261259 4.499810 0 0
## 13506 2004 40069 2.35261259 4.382027 0 0
## 13507 2005 40069 2.35261259 4.189655 0 0
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## 13486 2003 40075 2.32503128 4.605170 0 0
## 13487 2004 40075 2.32503128 4.382027 0 0
## 13488 2005 40075 2.32503128 4.262680 0 0
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## 13433 2003 40083 3.52412273 5.655992 0 0
## 13434 2004 40083 3.52412273 5.384495 0 0
## 13435 2005 40083 3.52412273 5.429346 0 0
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## 13373 2003 40101 4.24062147 7.026427 0 0
## 13374 2004 40101 4.24062147 6.794587 0 0
## 13375 2005 40101 4.24062147 6.910751 0 0
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## 13314 2003 40119 4.22229793 6.960348 0 0
## 13315 2004 40119 4.22229793 6.877296 0 0
## 13316 2005 40119 4.22229793 6.720220 0 0
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## 13133 2003 40137 3.76542374 6.206576 0 0
## 13134 2004 40137 3.76542374 6.171701 0 0
## 13135 2005 40137 3.76542374 6.194405 0 0
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## 13275 2003 40143 6.33381057 9.275566 0 0
## 13155 2004 40143 6.33381057 9.185023 0 0
## 13156 2005 40143 6.33381057 9.213037 0 0
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## 13161 2003 40145 4.05162841 5.891644 0 0
## 13162 2004 40145 4.05162841 5.852202 0 0
## 13163 2005 40145 4.05162841 5.924256 0 0
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## 13189 2003 40153 2.91701369 5.733341 0 0
## 13190 2004 40153 2.91701369 5.641907 0 0
## 13191 2005 40153 2.91701369 5.726848 0 0
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## 14200 2003 45007 5.11042030 7.658700 0 0
## 14201 2004 45007 5.11042030 7.611842 0 0
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## 14086 2003 45009 2.81289058 5.030438 0 0
## 14087 2004 45009 2.81289058 4.934474 0 0
## 14088 2005 45009 2.81289058 5.129899 0 0
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## 14100 2003 45013 4.79526975 7.582229 0 0
## 14101 2004 45013 4.79526975 7.570443 0 0
## 14102 2005 45013 4.79526975 7.651120 0 0
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## 14366 2003 45019 5.73647229 8.522380 0 0
## 14367 2004 45019 5.73647229 8.509363 0 0
## 14368 2005 45019 5.73647229 8.605753 0 0
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## 14351 2005 45037 3.20254317 5.030438 0 0
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## 14234 2004 45051 5.28131870 7.974533 0 0
## 14235 2005 45051 5.28131870 8.112827 0 0
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## 14247 2003 45055 3.96360926 6.177944 0 0
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## 14249 2005 45055 3.96360926 6.408529 0 0
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## 14141 2004 45059 4.24229032 6.257668 0 0
## 14142 2005 45059 4.24229032 6.324359 0 0
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## 14169 2004 45067 3.56857449 5.605802 0 0
## 14170 2005 45067 3.56857449 5.613128 0 0
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## 14311 2004 45073 4.19290702 6.432940 0 0
## 14312 2005 45073 4.19290702 6.396930 0 0
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## 14093 2003 45081 2.95392021 5.049856 0 0
## 14094 2004 45081 2.95392021 5.105945 0 0
## 14095 2005 45081 2.95392021 5.153292 0 0
## 14096 2006 45081 2.95392021 5.164786 0 0
## 14070 2007 45081 2.95392021 5.111988 0 0
## 14115 2003 45087 3.39722283 5.225747 0 0
## 14116 2004 45087 3.39722283 5.017280 0 0
## 14117 2005 45087 3.39722283 5.093750 0 0
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## 14535 2003 46013 3.56840530 6.749931 0 0
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## 14537 2005 46013 3.56840530 6.701960 0 0
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## 14562 2003 46021 0.57773633 3.044522 0 0
## 14563 2004 46021 0.57773633 2.995732 0 0
## 14564 2005 46021 0.57773633 2.708050 0 0
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## 14566 2007 46021 0.57773633 2.564949 0 0
## 14469 2003 46029 3.25412713 6.616065 0 0
## 14470 2004 46029 3.25412713 6.562444 0 0
## 14471 2005 46029 3.25412713 6.624065 0 0
## 14472 2006 46029 3.25412713 6.593045 0 0
## 14716 2007 46029 3.25412713 6.572283 0 0
## 14726 2003 46033 1.98444381 4.234107 0 0
## 14727 2004 46033 1.98444381 4.189655 0 0
## 14728 2005 46033 1.98444381 4.418841 0 0
## 14729 2006 46033 1.98444381 4.477337 0 0
## 14730 2007 46033 1.98444381 4.394449 0 0
## 14768 2003 46047 2.00861664 4.605170 0 0
## 14769 2004 46047 2.00861664 4.691348 0 0
## 14770 2005 46047 2.00861664 4.532599 0 0
## 14771 2006 46047 2.00861664 4.828314 0 0
## 14772 2007 46047 2.00861664 4.836282 0 0
## 14689 2003 46065 2.80220820 6.133398 0 0
## 14690 2004 46065 2.80220820 6.126869 0 0
## 14691 2005 46065 2.80220820 6.167516 0 0
## 14692 2006 46065 2.80220820 6.135565 0 0
## 14571 2007 46065 2.80220820 6.104793 0 0
## 14595 2003 46075 0.17647114 3.496508 0 0
## 14596 2004 46075 0.17647114 3.496508 0 0
## 14597 2005 46075 0.17647114 3.258097 0 0
## 14598 2006 46075 0.17647114 2.944439 0 0
## 14599 2007 46075 0.17647114 3.178054 0 0
## 14609 2003 46079 2.42267657 5.459586 0 0
## 14610 2004 46079 2.42267657 5.313206 0 0
## 14611 2005 46079 2.42267657 5.424950 0 0
## 14612 2006 46079 2.42267657 5.303305 0 0
## 14613 2007 46079 2.42267657 5.323010 0 0
## 14665 2003 46095 0.73380916 2.397895 0 0
## 14666 2004 46095 0.73380916 2.708050 0 0
## 14667 2005 46095 0.73380916 2.833213 0 0
## 14668 2006 46095 0.73380916 2.944439 0 0
## 14669 2007 46095 0.73380916 3.367296 0 0
## 14389 2003 46105 1.21283343 4.043051 0 0
## 14390 2004 46105 1.21283343 4.025352 0 0
## 14384 2005 46105 1.21283343 4.204693 0 0
## 14392 2006 46105 1.21283343 4.174387 0 0
## 14393 2007 46105 1.21283343 4.077537 0 0
## 14403 2003 46109 2.30418381 5.147494 0 0
## 14391 2004 46109 2.30418381 5.159055 0 0
## 14473 2005 46109 2.30418381 5.247024 0 0
## 14474 2006 46109 2.30418381 5.214936 0 0
## 14475 2007 46109 2.30418381 5.129899 0 0
## 14485 2003 46115 2.00875080 4.812184 0 0
## 14486 2004 46115 2.00875080 4.912655 0 0
## 14487 2005 46115 2.00875080 5.023881 0 0
## 14488 2006 46115 2.00875080 5.087596 0 0
## 14489 2007 46115 2.00875080 5.056246 0 0
## 14499 2003 46119 0.44211843 2.833213 0 0
## 14500 2004 46119 0.44211843 2.995732 0 0
## 14501 2005 46119 0.44211843 2.708050 0 0
## 14502 2006 46119 0.44211843 2.995732 0 0
## 14503 2007 46119 0.44211843 2.890372 0 0
## 14506 2003 46121 2.20276476 3.496508 0 0
## 14507 2004 46121 2.20276476 3.761200 0 0
## 14508 2005 46121 2.20276476 3.465736 0 0
## 14509 2006 46121 2.20276476 3.583519 0 0
## 14510 2007 46121 2.20276476 3.178054 0 0
## 14919 2003 47005 2.80560029 5.068904 0 0
## 14920 2004 47005 2.80560029 4.955827 0 0
## 14921 2005 47005 2.80560029 4.990433 0 0
## 14922 2006 47005 2.80560029 5.003946 0 0
## 14923 2007 47005 2.80560029 4.941642 0 0
## 14926 2003 47007 2.51503163 3.970292 0 0
## 14927 2004 47007 2.51503163 3.850148 0 0
## 14928 2005 47007 2.51503163 4.077537 0 0
## 14929 2006 47007 2.51503163 3.931826 0 0
## 14930 2007 47007 2.51503163 4.158883 0 0
## 14933 2003 47009 4.66176789 6.943122 0 0
## 14934 2004 47009 4.66176789 7.002156 0 0
## 14814 2005 47009 4.66176789 7.068172 0 0
## 14815 2006 47009 4.66176789 7.120444 0 0
## 14816 2007 47009 4.66176789 7.096721 0 0
## 14826 2003 47013 3.68522278 5.537334 0 0
## 14827 2004 47013 3.68522278 5.541264 0 0
## 14828 2005 47013 3.68522278 5.683580 0 0
## 14829 2006 47013 3.68522278 5.613128 0 0
## 14830 2007 47013 3.68522278 5.655992 0 0
## 15125 2003 47029 3.51348386 5.361292 0 0
## 15126 2004 47029 3.51348386 5.236442 0 0
## 15127 2005 47029 3.51348386 5.347108 0 0
## 15128 2006 47029 3.51348386 5.323010 0 0
## 15129 2007 47029 3.51348386 5.438079 0 0
## 14945 2003 47047 3.36058370 5.068904 0 0
## 14946 2004 47047 3.36058370 5.075174 0 0
## 14947 2005 47047 3.36058370 5.147494 0 0
## 14948 2006 47047 3.36058370 5.407172 0 0
## 14949 2007 47047 3.36058370 5.480639 0 0
## 15008 2003 47065 5.72976206 8.573195 0 0
## 15009 2004 47065 5.72976206 8.603004 0 0
## 15010 2005 47065 5.72976206 8.631949 0 0
## 15011 2006 47065 5.72976206 8.557759 0 0
## 15012 2007 47065 5.72976206 8.563695 0 0
## 15036 2003 47073 3.98085853 6.126869 0 0
## 15037 2004 47073 3.98085853 6.008813 0 0
## 15038 2005 47073 3.98085853 5.934894 0 0
## 15039 2006 47073 3.98085853 6.042633 0 0
## 15040 2007 47073 3.98085853 5.937536 0 0
## 14820 2003 47081 3.10436244 4.983607 0 0
## 14821 2004 47081 3.10436244 4.852030 0 0
## 14822 2005 47081 3.10436244 4.828314 0 0
## 14796 2006 47081 3.10436244 4.890349 0 0
## 14797 2007 47081 3.10436244 5.010635 0 0
## 14877 2003 47097 3.29957063 4.736198 0 0
## 14878 2004 47097 3.29957063 4.727388 0 0
## 14879 2005 47097 3.29957063 4.521789 0 0
## 14880 2006 47097 3.29957063 4.787492 0 0
## 14881 2007 47097 3.29957063 4.882802 0 0
## 14884 2003 47099 3.68702774 5.897154 0 0
## 14885 2004 47099 3.68702774 5.918894 0 0
## 14886 2005 47099 3.68702774 5.966147 0 0
## 14887 2006 47099 3.68702774 5.966147 0 0
## 14888 2007 47099 3.68702774 6.052089 0 0
## 15343 2003 47125 4.90355478 7.316548 0 0
## 15344 2004 47125 4.90355478 7.334982 0 0
## 15345 2005 47125 4.90355478 7.388946 0 0
## 15346 2006 47125 4.90355478 7.425954 0 0
## 15347 2007 47125 4.90355478 7.514800 0 0
## 15450 2003 47145 3.94951145 6.023448 0 0
## 15451 2004 47145 3.94951145 6.102559 0 0
## 15448 2005 47145 3.94951145 6.192362 0 0
## 15452 2006 47145 3.94951145 6.079933 0 0
## 15417 2007 47145 3.94951145 6.049733 0 0
## 15211 2003 47157 6.79958192 9.486076 0 0
## 15212 2004 47157 6.79958192 9.447702 0 0
## 15213 2005 47157 6.79958192 9.406400 0 0
## 15214 2006 47157 6.79958192 9.470317 0 0
## 15215 2007 47157 6.79958192 9.524932 0 0
## 15260 2003 47171 2.87169849 4.997212 0 0
## 15261 2004 47171 2.87169849 4.691348 0 0
## 15262 2005 47171 2.87169849 4.859812 0 0
## 15263 2006 47171 2.87169849 4.890349 0 0
## 15264 2007 47171 2.87169849 4.859812 0 0
## 15388 2003 47173 2.87964779 4.510860 0 0
## 15389 2004 47173 2.87964779 4.343805 0 0
## 15390 2005 47173 2.87964779 4.330733 0 0
## 15391 2006 47173 2.87964779 4.634729 0 0
## 15392 2007 47173 2.87964779 4.454347 0 0
## 15537 2003 48015 3.16082289 5.739793 0 0
## 15498 2004 48015 3.16082289 5.866468 0 0
## 15499 2005 48015 3.16082289 5.866468 0 0
## 15500 2006 48015 3.16082289 5.899897 0 0
## 15501 2007 48015 3.16082289 5.998937 0 0
## 15633 2003 48019 2.87045246 4.753590 0 0
## 15634 2004 48019 2.87045246 4.672829 0 0
## 15635 2005 48019 2.87045246 4.836282 0 0
## 15636 2006 48019 2.87045246 4.795791 0 0
## 15637 2007 48019 2.87045246 4.795791 0 0
## 15654 2003 48025 3.47689219 5.220356 0 0
## 15655 2004 48025 3.47689219 5.241747 0 0
## 15656 2005 48025 3.47689219 5.192957 0 0
## 15657 2006 48025 3.47689219 5.365976 0 0
## 15658 2007 48025 3.47689219 5.332719 0 0
## 15554 2003 48031 2.13037227 4.574711 0 0
## 15555 2004 48031 2.13037227 4.605170 0 0
## 15556 2005 48031 2.13037227 4.418841 0 0
## 15557 2006 48031 2.13037227 4.454347 0 0
## 15558 2007 48031 2.13037227 4.595120 0 0
## 15959 2003 48043 2.18222374 4.836282 0 0
## 15960 2004 48043 2.18222374 4.890349 0 0
## 15961 2005 48043 2.18222374 5.164786 0 0
## 15962 2006 48043 2.18222374 5.327876 0 0
## 15963 2007 48043 2.18222374 5.497168 0 0
## 16000 2003 48055 3.47178010 5.351858 0 0
## 16001 2004 48055 3.47178010 5.497168 0 0
## 16002 2005 48055 3.47178010 5.379897 0 0
## 16003 2006 48055 3.47178010 5.446737 0 0
## 16004 2007 48055 3.47178010 5.433722 0 0
## 16021 2003 48061 5.81480791 7.841493 0 0
## 16022 2004 48061 5.81480791 7.816417 0 0
## 16023 2005 48061 5.81480791 7.742402 0 0
## 16024 2006 48061 5.81480791 7.818430 0 0
## 16025 2007 48061 5.81480791 7.927685 0 0
## 15699 2003 48073 3.84286583 6.352629 0 0
## 15700 2004 48073 3.84286583 6.077642 0 0
## 15701 2005 48073 3.84286583 6.194405 0 0
## 15702 2006 48073 3.84286583 6.210600 0 0
## 15703 2007 48073 3.84286583 6.226537 0 0
## 15713 2003 48077 2.39844058 4.343805 0 0
## 15714 2004 48077 2.39844058 4.110874 0 0
## 15715 2005 48077 2.39844058 4.158883 0 0
## 15716 2006 48077 2.39844058 3.912023 0 0
## 15717 2007 48077 2.39844058 3.806662 0 0
## 15596 2003 48113 7.70476641 10.442697 0 0
## 15597 2004 48113 7.70476641 10.339126 0 0
## 15598 2005 48113 7.70476641 10.337119 0 0
## 15599 2006 48113 7.70476641 10.378479 0 0
## 15600 2007 48113 7.70476641 10.435262 0 0
## 15610 2003 48117 2.92106261 5.424950 0 0
## 15611 2004 48117 2.92106261 5.283204 0 0
## 15612 2005 48117 2.92106261 5.267858 0 0
## 15613 2006 48117 2.92106261 5.463832 0 0
## 15614 2007 48117 2.92106261 5.497168 0 0
## 15624 2003 48121 6.07068230 8.623533 0 0
## 15625 2004 48121 6.07068230 8.630343 0 0
## 15626 2005 48121 6.07068230 8.682538 0 0
## 15627 2006 48121 6.07068230 8.757312 0 0
## 15628 2007 48121 6.07068230 8.809564 0 0
## 16336 2003 48151 1.46879558 2.944439 0 0
## 16337 2004 48151 1.46879558 2.995732 0 0
## 16338 2005 48151 1.46879558 2.564949 0 0
## 16339 2006 48151 1.46879558 2.995732 0 0
## 16340 2007 48151 1.46879558 2.484907 0 0
## 16049 2003 48173 0.34074879 2.397895 0 0
## 16050 2004 48173 0.34074879 1.791759 0 0
## 16051 2005 48173 0.34074879 1.945910 0 0
## 16052 2006 48173 0.34074879 2.079442 0 0
## 16053 2007 48173 0.34074879 1.386294 0 0
## 15818 2003 48213 4.29424678 6.570883 0 0
## 15819 2004 48213 4.29424678 6.473891 0 0
## 15820 2005 48213 4.29424678 6.396930 0 0
## 15821 2006 48213 4.29424678 6.495266 0 0
## 15822 2007 48213 4.29424678 6.464588 0 0
## 15846 2003 48221 3.71600812 6.236370 0 0
## 15847 2004 48221 3.71600812 6.137727 0 0
## 15848 2005 48221 3.71600812 6.056784 0 0
## 15849 2006 48221 3.71600812 6.253829 0 0
## 15850 2007 48221 3.71600812 6.363028 0 0
## 15853 2003 48223 3.46448512 5.955837 0 0
## 15854 2004 48223 3.46448512 5.918894 0 0
## 15855 2005 48223 3.46448512 5.857933 0 0
## 15856 2006 48223 3.46448512 5.950643 0 0
## 15857 2007 48223 3.46448512 5.905362 0 0
## 17146 2003 48245 5.52963145 8.017637 0 0
## 17147 2004 48245 5.52963145 7.923348 0 0
## 17148 2005 48245 5.52963145 8.091627 0 0
## 17149 2006 48245 5.52963145 8.186186 0 0
## 17150 2007 48245 5.52963145 8.173011 0 0
## 17160 2003 48249 3.67188588 5.620401 0 0
## 17161 2004 48249 3.67188588 5.762051 0 0
## 17122 2005 48249 3.67188588 5.739793 0 0
## 17123 2006 48249 3.67188588 5.786897 0 0
## 17124 2007 48249 3.67188588 5.869297 0 0
## 17189 2003 48271 1.21757981 2.639057 0 0
## 17190 2004 48271 1.21757981 1.609438 0 0
## 17191 2005 48271 1.21757981 1.609438 0 0
## 17192 2006 48271 1.21757981 2.197225 0 0
## 17202 2007 48271 1.21757981 2.302585 0 0
## 17005 2003 48277 3.88154318 6.322565 0 0
## 17006 2004 48277 3.88154318 6.240276 0 0
## 17007 2005 48277 3.88154318 6.150603 0 0
## 17008 2006 48277 3.88154318 6.376727 0 0
## 17009 2007 48277 3.88154318 6.456770 0 0
## 17054 2003 48291 4.25069283 6.265301 0 0
## 17055 2004 48291 4.25069283 6.246107 0 0
## 17056 2005 48291 4.25069283 6.196444 0 0
## 17057 2006 48291 4.25069283 6.276643 0 0
## 17058 2007 48291 4.25069283 6.289716 0 0
## 17068 2003 48295 1.11743404 3.583519 0 0
## 17069 2004 48295 1.11743404 3.912023 0 0
## 17070 2005 48295 1.11743404 4.043051 0 0
## 17071 2006 48295 1.11743404 3.988984 0 0
## 17072 2007 48295 1.11743404 4.204693 0 0
## 16859 2003 48305 1.87946505 3.784190 0 0
## 16860 2004 48305 1.87946505 3.713572 0 0
## 16861 2005 48305 1.87946505 3.806662 0 0
## 16862 2006 48305 1.87946505 3.871201 0 0
## 16863 2007 48305 1.87946505 2.995732 0 0
## 16168 2003 48317 1.55730216 2.564949 0 0
## 16169 2004 48317 1.55730216 1.098612 0 0
## 16170 2005 48317 1.55730216 2.079442 0 0
## 16171 2006 48317 1.55730216 1.386294 0 0
## 16172 2007 48317 1.55730216 1.945910 0 0
## 16189 2003 48323 3.85644687 5.789960 0 0
## 16190 2004 48323 3.85644687 5.455321 0 0
## 16191 2005 48323 3.85644687 5.501258 0 0
## 16192 2006 48323 3.85644687 5.717028 0 0
## 16193 2007 48323 3.85644687 5.916202 0 0
## 16252 2003 48341 3.00176405 5.749393 0 0
## 16253 2004 48341 3.00176405 5.594711 0 0
## 16254 2005 48341 3.00176405 5.587249 0 0
## 16255 2006 48341 3.00176405 5.693732 0 0
## 16256 2007 48341 3.00176405 5.697093 0 0
## 16287 2003 48351 2.71283872 3.332205 0 0
## 16288 2004 48351 2.71283872 3.465736 0 0
## 16289 2005 48351 2.71283872 3.806662 0 0
## 16290 2006 48351 2.71283872 3.610918 0 0
## 16291 2007 48351 2.71283872 3.828641 0 0
## 16672 2003 48357 2.19789102 5.303305 0 0
## 16673 2004 48357 2.19789102 5.236442 0 0
## 16674 2005 48357 2.19789102 5.181784 0 0
## 16675 2006 48357 2.19789102 5.252273 0 0
## 16676 2007 48357 2.19789102 5.257495 0 0
## 16693 2003 48363 3.29679937 5.613128 0 0
## 16694 2004 48363 3.29679937 5.627621 0 0
## 16695 2005 48363 3.29679937 5.673323 0 0
## 16696 2006 48363 3.29679937 5.786897 0 0
## 16697 2007 48363 3.29679937 5.789960 0 0
## 16714 2003 48369 2.30418381 4.762174 0 0
## 16715 2004 48369 2.30418381 4.882802 0 0
## 16716 2005 48369 2.30418381 4.875197 0 0
## 16717 2006 48369 2.30418381 4.779123 0 0
## 16718 2007 48369 2.30418381 4.795791 0 0
## 16399 2003 48383 1.20177038 3.433987 0 0
## 16400 2004 48383 1.20177038 3.610918 0 0
## 16401 2005 48383 1.20177038 3.295837 0 0
## 16402 2006 48383 1.20177038 3.610918 0 0
## 16403 2007 48383 1.20177038 3.761200 0 0
## 16406 2003 48385 1.11415750 3.091042 0 0
## 16407 2004 48385 1.11415750 2.708050 0 0
## 16408 2005 48385 1.11415750 2.397895 0 0
## 16409 2006 48385 1.11415750 2.708050 0 0
## 16410 2007 48385 1.11415750 2.944439 0 0
## 16448 2003 48397 3.76305885 6.555357 0 0
## 16449 2004 48397 3.76305885 6.605298 0 0
## 16450 2005 48397 3.76305885 6.688355 0 0
## 16451 2006 48397 3.76305885 6.783325 0 0
## 16452 2007 48397 3.76305885 6.938284 0 0
## 16455 2003 48399 2.44191216 4.867534 0 0
## 16456 2004 48399 2.44191216 4.753590 0 0
## 16457 2005 48399 2.44191216 4.653960 0 0
## 16458 2006 48399 2.44191216 4.624973 0 0
## 16459 2007 48399 2.44191216 4.624973 0 0
## 16490 2003 48409 4.20675020 6.122493 0 0
## 16491 2004 48409 4.20675020 6.139885 0 0
## 16492 2005 48409 4.20675020 6.196444 0 0
## 16493 2006 48409 4.20675020 6.306275 0 0
## 16494 2007 48409 4.20675020 6.388561 0 0
## 16511 2003 48415 2.79490045 5.198497 0 0
## 16512 2004 48415 2.79490045 5.030438 0 0
## 16513 2005 48415 2.79490045 4.969813 0 0
## 16514 2006 48415 2.79490045 5.075174 0 0
## 16515 2007 48415 2.79490045 5.198497 0 0
## 16518 2003 48417 1.19452835 3.583519 0 0
## 16519 2004 48417 1.19452835 3.555348 0 0
## 16520 2005 48417 1.19452835 3.663562 0 0
## 16521 2006 48417 1.19452835 4.158883 0 0
## 16522 2007 48417 1.19452835 3.931826 0 0
## 16621 2003 48447 0.61518564 2.564949 0 0
## 16622 2004 48447 0.61518564 2.197225 0 0
## 16623 2005 48447 0.61518564 2.484907 0 0
## 16624 2006 48447 0.61518564 2.484907 0 0
## 16625 2007 48447 0.61518564 2.484907 0 0
## 16913 2003 48461 1.22495121 2.772589 0 0
## 16914 2004 48461 1.22495121 2.302585 0 0
## 16915 2005 48461 1.22495121 2.772589 0 0
## 16916 2006 48461 1.22495121 2.833213 0 0
## 16917 2007 48461 1.22495121 2.564949 0 0
## 16927 2003 48465 3.80345736 6.011267 0 0
## 16928 2004 48465 3.80345736 5.823046 0 0
## 16929 2005 48465 3.80345736 5.783825 0 0
## 16930 2006 48465 3.80345736 5.805135 0 0
## 16931 2007 48465 3.80345736 5.926926 0 0
## 17090 2003 48477 3.41355406 6.324359 0 0
## 17091 2004 48477 3.41355406 6.324359 0 0
## 17092 2005 48477 3.41355406 6.232448 0 0
## 17093 2006 48477 3.41355406 6.220590 0 0
## 17094 2007 48477 3.41355406 6.396930 0 0
## 16782 2003 48493 3.47840531 5.552960 0 0
## 16783 2004 48493 3.47840531 5.509388 0 0
## 16784 2005 48493 3.47840531 5.468060 0 0
## 16785 2006 48493 3.47840531 5.733341 0 0
## 16786 2007 48493 3.47840531 5.690359 0 0
## 16817 2003 48503 2.88720007 5.480639 0 0
## 16818 2004 48503 2.88720007 5.497168 0 0
## 16819 2005 48503 2.88720007 5.513429 0 0
## 16820 2006 48503 2.88720007 5.545177 0 0
## 16821 2007 48503 2.88720007 5.513429 0 0
## 16824 2003 48505 2.49995945 3.871201 0 0
## 16825 2004 48505 2.49995945 4.127134 0 0
## 16826 2005 48505 2.49995945 4.262680 0 0
## 16827 2006 48505 2.49995945 4.394449 0 0
## 16828 2007 48505 2.49995945 4.330733 0 0
## 16831 2003 48507 2.45100510 3.401197 0 0
## 16832 2004 48507 2.45100510 3.433987 0 0
## 16833 2005 48507 2.45100510 3.332205 0 0
## 16834 2006 48507 2.45100510 3.401197 0 0
## 16835 2007 48507 2.45100510 3.555348 0 0
## 17330 2003 49003 3.75525223 6.844815 0 0
## 17331 2004 49003 3.75525223 6.792344 0 0
## 17332 2005 49003 3.75525223 6.796824 0 0
## 17333 2006 49003 3.75525223 6.826545 0 0
## 17334 2007 49003 3.75525223 6.930495 0 0
## 17355 2003 49011 5.47643845 8.522579 0 0
## 17356 2004 49011 5.47643845 8.494129 0 0
## 17357 2005 49011 5.47643845 8.519590 0 0
## 17358 2006 49011 5.47643845 8.591930 0 0
## 17237 2007 49011 5.47643845 8.690978 0 0
## 17275 2003 49023 2.10875760 5.293305 0 0
## 17276 2004 49023 2.10875760 5.220356 0 0
## 17277 2005 49023 2.10875760 5.278115 0 0
## 17278 2006 49023 2.10875760 5.463832 0 0
## 17279 2007 49023 2.10875760 5.488938 0 0
## 17310 2003 49037 2.66813058 5.017280 0 0
## 17311 2004 49037 2.66813058 5.129899 0 0
## 17312 2005 49037 2.66813058 5.075174 0 0
## 17313 2006 49037 2.66813058 5.236442 0 0
## 17314 2007 49037 2.66813058 5.010635 0 0
## 17247 2003 49053 4.50373529 7.841100 0 0
## 17248 2004 49053 4.50373529 7.827640 0 0
## 17249 2005 49053 4.50373529 7.928406 0 0
## 17250 2006 49053 4.50373529 8.061802 0 0
## 17251 2007 49053 4.50373529 8.089789 0 0
## 18222 2003 51003 4.37243074 7.080868 0 0
## 18223 2004 51003 4.37243074 7.120444 0 0
## 18224 2005 51003 4.37243074 7.069874 0 0
## 18225 2006 51003 4.37243074 7.189168 0 0
## 18226 2007 51003 4.37243074 7.279319 0 0
## 18264 2003 51015 4.18380433 6.469250 0 0
## 18265 2004 51015 4.18380433 6.393591 0 0
## 18266 2005 51015 4.18380433 6.464588 0 0
## 18267 2006 51015 4.18380433 6.496775 0 0
## 18268 2007 51015 4.18380433 6.484635 0 0
## 18271 2003 51017 1.61899213 2.890372 0 0
## 18272 2004 51017 1.61899213 2.397895 0 0
## 18273 2005 51017 1.61899213 2.772589 0 0
## 18274 2006 51017 1.61899213 2.564949 0 0
## 18275 2007 51017 1.61899213 2.302585 0 0
## 18278 2003 51019 4.10050886 5.805135 0 0
## 18279 2004 51019 4.10050886 5.823046 0 0
## 18280 2005 51019 4.10050886 5.897154 0 0
## 18281 2006 51019 4.10050886 5.945421 0 0
## 18282 2007 51019 4.10050886 5.883322 0 0
## 18292 2003 51023 3.41759553 5.564520 0 0
## 18293 2004 51023 3.41759553 5.509388 0 0
## 18294 2005 51023 3.41759553 5.655992 0 0
## 18295 2006 51023 3.41759553 5.894403 0 0
## 18296 2007 51023 3.41759553 5.983936 0 0
## 18299 2003 51025 2.91338274 4.644391 0 0
## 18300 2004 51025 2.91338274 4.543295 0 0
## 18301 2005 51025 2.91338274 4.564348 0 0
## 18302 2006 51025 2.91338274 4.543295 0 0
## 18303 2007 51025 2.91338274 4.615121 0 0
## 17423 2003 51041 5.56030848 8.498010 0 0
## 17424 2004 51041 5.56030848 8.508758 0 0
## 17425 2005 51041 5.56030848 8.531293 0 0
## 17426 2006 51041 5.56030848 8.573952 0 0
## 17427 2007 51041 5.56030848 8.562549 0 0
## 17404 2003 51047 3.53403687 6.045005 0 0
## 17405 2004 51047 3.53403687 6.137727 0 0
## 17406 2005 51047 3.53403687 6.177944 0 0
## 17407 2006 51047 3.53403687 6.240276 0 0
## 17408 2007 51047 3.53403687 6.282267 0 0
## 17465 2003 51053 3.20001915 5.459586 0 0
## 17466 2004 51053 3.20001915 5.424950 0 0
## 17467 2005 51053 3.20001915 5.262690 0 0
## 17468 2006 51053 3.20001915 5.398163 0 0
## 17469 2007 51053 3.20001915 5.468060 0 0
## 17479 2003 51059 6.87703728 9.394993 0 0
## 17440 2004 51059 6.87703728 9.386812 0 0
## 17441 2005 51059 6.87703728 9.452973 0 0
## 17442 2006 51059 6.87703728 9.492206 0 0
## 17443 2007 51059 6.87703728 9.475393 0 0
## 17446 2003 51061 4.00985727 6.711740 0 0
## 17447 2004 51061 4.00985727 6.770789 0 0
## 17448 2005 51061 4.00985727 6.747587 0 0
## 17449 2006 51061 4.00985727 6.760415 0 0
## 17450 2007 51061 4.00985727 6.866933 0 0
## 17745 2003 51077 2.88574998 4.060443 0 0
## 17746 2004 51077 2.88574998 4.262680 0 0
## 17747 2005 51077 2.88574998 4.077537 0 0
## 17748 2006 51077 2.88574998 4.262680 0 0
## 17749 2007 51077 2.88574998 4.143135 0 0
## 17752 2003 51079 2.72418598 5.308268 0 0
## 17753 2004 51079 2.72418598 4.905275 0 0
## 17754 2005 51079 2.72418598 4.828314 0 0
## 17755 2006 51079 2.72418598 4.787492 0 0
## 17756 2007 51079 2.72418598 4.709530 0 0
## 17787 2003 51089 4.05923539 6.159095 0 0
## 17788 2004 51089 4.05923539 5.963579 0 0
## 17789 2005 51089 4.05923539 6.066108 0 0
## 17790 2006 51089 4.05923539 5.981414 0 0
## 17791 2007 51089 4.05923539 6.059123 0 0
## 17493 2003 51109 3.24364648 5.459586 0 0
## 17494 2004 51109 3.24364648 5.402677 0 0
## 17495 2005 51109 3.24364648 5.556828 0 0
## 17496 2006 51109 3.24364648 5.529429 0 0
## 17497 2007 51109 3.24364648 5.710427 0 0
## 17500 2003 51111 2.57611753 4.394449 0 0
## 17501 2004 51111 2.57611753 4.356709 0 0
## 17502 2005 51111 2.57611753 4.382027 0 0
## 17503 2006 51111 2.57611753 4.382027 0 0
## 17504 2007 51111 2.57611753 4.204693 0 0
## 17535 2003 51121 4.42639035 6.968850 0 0
## 17536 2004 51121 4.42639035 6.899723 0 0
## 17537 2005 51121 4.42639035 6.957497 0 0
## 17538 2006 51121 4.42639035 7.005789 0 0
## 17539 2007 51121 4.42639035 7.057037 0 0
## 17619 2003 51149 3.49793079 5.978886 0 0
## 17620 2004 51149 3.49793079 5.866468 0 0
## 17621 2005 51149 3.49793079 5.780744 0 0
## 17622 2006 51149 3.49793079 5.713733 0 0
## 17623 2007 51149 3.49793079 5.730100 0 0
## 18102 2003 51185 3.79768901 6.214608 0 0
## 18103 2004 51185 3.79768901 6.025866 0 0
## 18104 2005 51185 3.79768901 6.194405 0 0
## 18105 2006 51185 3.79768901 6.265301 0 0
## 18106 2007 51185 3.79768901 6.148468 0 0
## 18158 2003 51515 1.84039089 5.075174 0 0
## 18159 2004 51515 1.84039089 5.117994 0 0
## 18160 2005 51515 1.84039089 5.036953 0 0
## 18161 2006 51515 1.84039089 5.209486 0 0
## 18162 2007 51515 1.84039089 5.214936 0 0
## 18165 2003 51520 2.85457185 6.102559 0 0
## 18166 2004 51520 2.85457185 6.163315 0 0
## 18167 2005 51520 2.85457185 6.202536 0 0
## 18168 2006 51520 2.85457185 6.224558 0 0
## 18169 2007 51520 2.85457185 6.289716 0 0
## 17878 2003 51630 2.95901642 6.818924 0 0
## 17879 2004 51630 2.95901642 6.920672 0 0
## 17880 2005 51630 2.95901642 7.021976 0 0
## 17881 2006 51630 2.95901642 6.993015 0 0
## 17882 2007 51630 2.95901642 7.003065 0 0
## 17892 2003 51650 4.98659530 7.626570 0 0
## 17893 2004 51650 4.98659530 7.627544 0 0
## 17894 2005 51650 4.98659530 7.706163 0 0
## 17895 2006 51650 4.98659530 7.652071 0 0
## 17896 2007 51650 4.98659530 7.578145 0 0
## 17899 2003 51660 3.70051154 6.863803 0 0
## 17900 2004 51660 3.70051154 6.851185 0 0
## 17901 2005 51660 3.70051154 6.909753 0 0
## 17902 2006 51660 3.70051154 6.955593 0 0
## 17903 2007 51660 3.70051154 7.015712 0 0
## 17920 2003 51680 4.17851719 7.217443 0 0
## 17921 2004 51680 4.17851719 7.178545 0 0
## 17922 2005 51680 4.17851719 7.221105 0 0
## 17923 2006 51680 4.17851719 7.270313 0 0
## 17924 2007 51680 4.17851719 7.377134 0 0
## 17948 2003 51700 5.19378984 7.668561 0 0
## 17949 2004 51700 5.19378984 7.732369 0 0
## 17950 2005 51700 5.19378984 7.672292 0 0
## 17951 2006 51700 5.19378984 7.730614 0 0
## 17952 2007 51700 5.19378984 7.781139 0 0
## 17955 2003 51710 5.45704186 7.983099 0 0
## 17956 2004 51710 5.45704186 7.959625 0 0
## 17957 2005 51710 5.45704186 7.953318 0 0
## 17958 2006 51710 5.45704186 8.008698 0 0
## 17959 2007 51710 5.45704186 8.014997 0 0
## 17976 2003 51735 2.44806976 4.859812 0 0
## 17977 2004 51735 2.44806976 4.919981 0 0
## 17978 2005 51735 2.44806976 4.962845 0 0
## 17979 2006 51735 2.44806976 4.997212 0 0
## 17980 2007 51735 2.44806976 4.983607 0 0
## 18004 2003 51770 4.55293961 7.668561 0 0
## 18005 2004 51770 4.55293961 7.594381 0 0
## 18006 2005 51770 4.55293961 7.608374 0 0
## 18007 2006 51770 4.55293961 7.661527 0 0
## 18008 2007 51770 4.55293961 7.735433 0 0
## 18018 2003 51790 3.17191000 6.212606 0 0
## 18019 2004 51790 3.17191000 6.192362 0 0
## 18020 2005 51790 3.17191000 6.177944 0 0
## 18021 2006 51790 3.17191000 6.198479 0 0
## 18022 2007 51790 3.17191000 6.311735 0 0
## 18025 2003 51800 4.15382343 6.608001 0 0
## 18026 2004 51800 4.15382343 6.704414 0 0
## 18027 2005 51800 4.15382343 6.716595 0 0
## 18028 2006 51800 4.15382343 6.779922 0 0
## 18029 2007 51800 4.15382343 6.831954 0 0
## 18046 2003 51830 2.48473997 6.458338 0 0
## 18047 2004 51830 2.48473997 6.428105 0 0
## 18048 2005 51830 2.48473997 6.354370 0 0
## 18049 2006 51830 2.48473997 6.426488 0 0
## 18050 2007 51830 2.48473997 6.356108 0 0
## 18053 2003 51840 3.16061092 6.965080 0 0
## 18054 2004 51840 3.16061092 7.029088 0 0
## 18055 2005 51840 3.16061092 7.006695 0 0
## 18056 2006 51840 3.16061092 6.989335 0 0
## 18057 2007 51840 3.16061092 7.022868 0 0
## 18347 2003 54005 3.24005006 5.043425 2007 1
## 18348 2004 54005 3.24005006 4.795791 2007 1
## 18349 2005 54005 3.24005006 4.727388 2007 1
## 18350 2006 54005 3.24005006 4.369448 2007 1
## 18351 2007 54005 3.24005006 4.418841 2007 1
## 18389 2003 54017 2.00188532 3.367296 2007 1
## 18390 2004 54017 2.00188532 3.178054 2007 1
## 18391 2005 54017 2.00188532 2.484907 2007 1
## 18392 2006 54017 2.00188532 2.197225 2007 1
## 18393 2007 54017 2.00188532 2.079442 2007 1
## 18403 2003 54021 1.96850998 2.772589 2007 1
## 18404 2004 54021 1.96850998 2.944439 2007 1
## 18405 2005 54021 1.96850998 3.526361 2007 1
## 18406 2006 54021 1.96850998 3.465736 2007 1
## 18407 2007 54021 1.96850998 3.091042 2007 1
## 18424 2003 54027 3.00583111 4.897840 2007 1
## 18425 2004 54027 3.00583111 4.727388 2007 1
## 18426 2005 54027 3.00583111 4.804021 2007 1
## 18427 2006 54027 3.00583111 4.962845 2007 1
## 18428 2007 54027 3.00583111 4.859812 2007 1
## 18431 2003 54029 3.48636539 5.783825 2007 1
## 18432 2004 54029 3.48636539 5.733341 2007 1
## 18433 2005 54029 3.48636539 5.673323 2007 1
## 18434 2006 54029 3.48636539 5.659482 2007 1
## 18435 2007 54029 3.48636539 5.609472 2007 1
## 18459 2003 54037 3.74218323 6.171701 2007 1
## 18460 2004 54037 3.74218323 6.324359 2007 1
## 18461 2005 54037 3.74218323 6.366470 2007 1
## 18462 2006 54037 3.74218323 6.304449 2007 1
## 18463 2007 54037 3.74218323 6.278521 2007 1
## 18494 2003 54047 3.30794841 4.077537 2007 1
## 18495 2004 54047 3.30794841 3.737670 2007 1
## 18496 2005 54047 3.30794841 3.806662 2007 1
## 18497 2006 54047 3.30794841 4.189655 2007 1
## 18498 2007 54047 3.30794841 4.060443 2007 1
## 18508 2003 54051 3.57006776 5.214936 2007 1
## 18509 2004 54051 3.57006776 5.187386 2007 1
## 18510 2005 54051 3.57006776 5.375278 2007 1
## 18511 2006 54051 3.57006776 5.337538 2007 1
## 18512 2007 54051 3.57006776 5.424950 2007 1
## 18627 2003 54085 2.33630996 3.713572 2007 1
## 18628 2004 54085 2.33630996 3.526361 2007 1
## 18629 2005 54085 2.33630996 3.663562 2007 1
## 18630 2006 54085 2.33630996 4.204693 2007 1
## 18631 2007 54085 2.33630996 4.262680 2007 1
## 18634 2003 54087 2.73735007 3.931826 2007 1
## 18635 2004 54087 2.73735007 3.828641 2007 1
## 18636 2005 54087 2.73735007 4.025352 2007 1
## 18637 2006 54087 2.73735007 4.143135 2007 1
## 18638 2007 54087 2.73735007 4.382027 2007 1
## 18669 2003 54099 3.75894175 5.231109 2007 1
## 18670 2004 54099 3.75894175 5.278115 2007 1
## 18671 2005 54099 3.75894175 5.153292 2007 1
## 18672 2006 54099 3.75894175 5.056246 2007 1
## 18673 2007 54099 3.75894175 5.141664 2007 1
## 18703 2003 55001 2.92547074 5.081404 2006 1
## 18704 2004 55001 2.92547074 4.736198 2006 1
## 18705 2005 55001 2.92547074 4.595120 2006 1
## 18706 2006 55001 2.92547074 4.828314 2006 1
## 18707 2007 55001 2.92547074 4.795791 2006 1
## 18878 2003 55051 1.92585320 4.762174 2006 1
## 18879 2004 55051 1.92585320 4.700480 2006 1
## 18880 2005 55051 1.92585320 4.644391 2006 1
## 18881 2006 55051 1.92585320 4.634729 2006 1
## 18882 2007 55051 1.92585320 4.418841 2006 1
## 18906 2003 55059 5.00781131 8.002360 2006 1
## 18907 2004 55059 5.00781131 7.916443 2006 1
## 18908 2005 55059 5.00781131 7.950502 2006 1
## 18909 2006 55059 5.00781131 7.920810 2006 1
## 18910 2007 55059 5.00781131 7.912057 2006 1
## 18941 2003 55069 3.38915854 6.595781 2006 1
## 18942 2004 55069 3.38915854 6.555357 2006 1
## 18943 2005 55069 3.38915854 6.536692 2006 1
## 18944 2006 55069 3.38915854 6.415097 2006 1
## 18945 2007 55069 3.38915854 6.452049 2006 1
## 18990 2003 55081 3.71110561 6.658011 2006 1
## 18991 2004 55081 3.71110561 6.687109 2006 1
## 18992 2005 55081 3.71110561 6.624065 2006 1
## 18993 2006 55081 3.71110561 6.682109 2006 1
## 18994 2007 55081 3.71110561 6.719013 2006 1
## 19004 2003 55085 3.60484546 6.725034 2006 1
## 19005 2004 55085 3.60484546 6.598509 2006 1
## 19006 2005 55085 3.60484546 6.634633 2006 1
## 19007 2006 55085 3.60484546 6.584791 2006 1
## 19008 2007 55085 3.60484546 6.565265 2006 1
## 19067 2003 55103 2.88614060 5.693732 2006 1
## 19068 2004 55103 2.88614060 5.549076 2006 1
## 19069 2005 55103 2.88614060 5.480639 2006 1
## 19070 2006 55103 2.88614060 5.533389 2006 1
## 19071 2007 55103 2.88614060 5.556828 2006 1
## 19088 2003 55109 4.14559202 7.457609 2006 1
## 19089 2004 55109 4.14559202 7.377134 2006 1
## 19090 2005 55109 4.14559202 7.357556 2006 1
## 19091 2006 55109 4.14559202 7.356280 2006 1
## 19092 2007 55109 4.14559202 7.311218 2006 1
## 19137 2003 55123 3.33420251 6.042633 2006 1
## 19138 2004 55123 3.33420251 6.018593 2006 1
## 19139 2005 55123 3.33420251 5.913503 2006 1
## 19140 2006 55123 3.33420251 5.894403 2006 1
## 19141 2007 55123 3.33420251 5.910797 2006 1
## 19165 2003 55131 4.76637876 8.087025 2006 1
## 19166 2004 55131 4.76637876 8.092545 2006 1
## 19167 2005 55131 4.76637876 8.121183 2006 1
## 19168 2006 55131 4.76637876 8.073403 2006 1
## 19169 2007 55131 4.76637876 8.118207 2006 1
## 19186 2003 55137 3.14216755 5.955837 2006 1
## 19187 2004 55137 3.14216755 5.924256 2006 1
## 19188 2005 55137 3.14216755 5.942799 2006 1
## 19189 2006 55137 3.14216755 5.937536 2006 1
## 19190 2007 55137 3.14216755 5.963579 2006 1(2) The Effect of the Minimum Wage on Youth Employment
group-time average treatment effects
# estimate group-time average treatment effects without covariates
mw.attgt <- att_gt(yname = "lemp",
gname = "first.treat",
idname = "countyreal",
tname = "year",
xformla = ~1,
data = mpdta,
)summary(mw.attgt)##
## Call:
## att_gt(yname = "lemp", tname = "year", idname = "countyreal",
## gname = "first.treat", xformla = ~1, data = mpdta)
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
## Group-Time Average Treatment Effects:
## Group Time ATT(g,t) Std. Error [95% Simult. Conf. Band]
## 2004 2004 -0.0105 0.0232 -0.0725 0.0515
## 2004 2005 -0.0704 0.0307 -0.1526 0.0118
## 2004 2006 -0.1373 0.0363 -0.2344 -0.0401 *
## 2004 2007 -0.1008 0.0350 -0.1945 -0.0072 *
## 2006 2004 0.0065 0.0240 -0.0576 0.0706
## 2006 2005 -0.0028 0.0200 -0.0563 0.0508
## 2006 2006 -0.0046 0.0175 -0.0514 0.0422
## 2006 2007 -0.0412 0.0194 -0.0930 0.0106
## 2007 2004 0.0305 0.0145 -0.0083 0.0693
## 2007 2005 -0.0027 0.0169 -0.0480 0.0425
## 2007 2006 -0.0311 0.0176 -0.0781 0.0159
## 2007 2007 -0.0261 0.0163 -0.0696 0.0175
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## P-value for pre-test of parallel trends assumption: 0.16812
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly Robustplot the results
ggdid(mw.attgt, ylim = c(-.3,.3))
aggregate the group-time average treatment effects
mw.dyn <- aggte(mw.attgt, type = "dynamic")
summary(mw.dyn)##
## Call:
## aggte(MP = mw.attgt, type = "dynamic")
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
##
## Overall summary of ATT's based on event-study/dynamic aggregation:
## ATT Std. Error [ 95% Conf. Int.]
## -0.0772 0.0197 -0.1158 -0.0387 *
##
##
## Dynamic Effects:
## Event time Estimate Std. Error [95% Simult. Conf. Band]
## -3 0.0305 0.0154 -0.0099 0.0709
## -2 -0.0006 0.0130 -0.0346 0.0335
## -1 -0.0245 0.0141 -0.0614 0.0124
## 0 -0.0199 0.0120 -0.0513 0.0114
## 1 -0.0510 0.0171 -0.0958 -0.0061 *
## 2 -0.1373 0.0417 -0.2465 -0.0280 *
## 3 -0.1008 0.0355 -0.1939 -0.0077 *
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly Robustplot
ggdid(mw.dyn, ylim = c(-.3,.3))
run all the same results including a covariate
mw.attgt.X <- att_gt(yname = "lemp",
gname = "first.treat",
idname = "countyreal",
tname = "year",
xformla = ~lpop,
data = mpdta,
)summary(mw.attgt.X)##
## Call:
## att_gt(yname = "lemp", tname = "year", idname = "countyreal",
## gname = "first.treat", xformla = ~lpop, data = mpdta)
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
## Group-Time Average Treatment Effects:
## Group Time ATT(g,t) Std. Error [95% Simult. Conf. Band]
## 2004 2004 -0.0145 0.0234 -0.0760 0.0469
## 2004 2005 -0.0764 0.0299 -0.1552 0.0023
## 2004 2006 -0.1404 0.0388 -0.2424 -0.0385 *
## 2004 2007 -0.1069 0.0337 -0.1955 -0.0183 *
## 2006 2004 -0.0005 0.0222 -0.0589 0.0580
## 2006 2005 -0.0062 0.0192 -0.0567 0.0443
## 2006 2006 0.0010 0.0202 -0.0521 0.0540
## 2006 2007 -0.0413 0.0214 -0.0975 0.0149
## 2007 2004 0.0267 0.0148 -0.0123 0.0657
## 2007 2005 -0.0046 0.0155 -0.0453 0.0362
## 2007 2006 -0.0284 0.0188 -0.0780 0.0211
## 2007 2007 -0.0288 0.0172 -0.0739 0.0163
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## P-value for pre-test of parallel trends assumption: 0.23267
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly Robustggdid(mw.attgt.X, ylim = c(-.3,.3))
# (3) aggregate ### Method 1: Simple Aggregation (a weighted average of
all group-time average treatment effects with weights proportional to
the group size. This is available by calling the aggte
function with type = simple)
agg.simple <- aggte(mw.attgt.X, type = "simple")
summary(agg.simple)##
## Call:
## aggte(MP = mw.attgt.X, type = "simple")
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
##
## ATT Std. Error [ 95% Conf. Int.]
## -0.0418 0.0122 -0.0656 -0.0179 *
##
##
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly RobustMethod 2: Dynamic Effects and Event Studies( aggregate group-time effects into an event study plot)
agg.es <- aggte(mw.attgt.X, type = "dynamic")
summary(agg.es)##
## Call:
## aggte(MP = mw.attgt.X, type = "dynamic")
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
##
## Overall summary of ATT's based on event-study/dynamic aggregation:
## ATT Std. Error [ 95% Conf. Int.]
## -0.0804 0.0202 -0.1199 -0.0408 *
##
##
## Dynamic Effects:
## Event time Estimate Std. Error [95% Simult. Conf. Band]
## -3 0.0267 0.0137 -0.0086 0.0621
## -2 -0.0036 0.0141 -0.0400 0.0328
## -1 -0.0232 0.0144 -0.0605 0.0140
## 0 -0.0211 0.0120 -0.0521 0.0100
## 1 -0.0530 0.0162 -0.0948 -0.0113 *
## 2 -0.1404 0.0373 -0.2366 -0.0443 *
## 3 -0.1069 0.0346 -0.1962 -0.0176 *
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly Robustggdid(agg.es)
Method 3:Group-Specific Effects(average effects specific to each group)
agg.gs <- aggte(mw.attgt.X, type = "group")
summary(agg.gs)##
## Call:
## aggte(MP = mw.attgt.X, type = "group")
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
##
## Overall summary of ATT's based on group/cohort aggregation:
## ATT Std. Error [ 95% Conf. Int.]
## -0.0328 0.0113 -0.0549 -0.0107 *
##
##
## Group Effects:
## Group Estimate Std. Error [95% Simult. Conf. Band]
## 2004 -0.0846 0.0268 -0.1446 -0.0246 *
## 2006 -0.0202 0.0178 -0.0601 0.0197
## 2007 -0.0288 0.0162 -0.0650 0.0075
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly Robustggdid(agg.gs)
Method 4: Calendar Time Effects(aggregations across different time periods)
agg.ct <- aggte(mw.attgt.X, type = "calendar")
summary(agg.ct)##
## Call:
## aggte(MP = mw.attgt.X, type = "calendar")
##
## Reference: Callaway, Brantly and Pedro H.C. Sant'Anna. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, Vol. 225, No. 2, pp. 200-230, 2021. <https://doi.org/10.1016/j.jeconom.2020.12.001>, <https://arxiv.org/abs/1803.09015>
##
##
## Overall summary of ATT's based on calendar time aggregation:
## ATT Std. Error [ 95% Conf. Int.]
## -0.0442 0.0166 -0.0766 -0.0117 *
##
##
## Time Effects:
## Time Estimate Std. Error [95% Simult. Conf. Band]
## 2004 -0.0145 0.0225 -0.0690 0.0399
## 2005 -0.0764 0.0295 -0.1478 -0.0051 *
## 2006 -0.0462 0.0217 -0.0987 0.0063
## 2007 -0.0396 0.0136 -0.0723 -0.0068 *
## ---
## Signif. codes: `*' confidence band does not cover 0
##
## Control Group: Never Treated, Anticipation Periods: 0
## Estimation Method: Doubly Robustggdid(agg.ct)