In [9]:
using DataFrames
using Gadfly
# Os imports das bibliotecas Cairo e Images permitem a publicação
# do notebook sem os erros em alguns gráficos do Gadfly
import Cairo
import Images
In [10]:
pop = readtable("../data/populationbycountry19802010millions.csv", nastrings=["","NA","--"])
pop
Out[10]:
Pais x1980 x1981 x1982 x1983 x1984 x1985 x1986 x1987 x1988 x1989 x1990 x1991 x1992 x1993 x1994 x1995 x1996 x1997 x1998 x1999 x2000 x2001 x2002 x2003 x2004 x2005 x2006 x2007 x2008 x2009 x2010 1 North America 320.27638 324.44694 328.62014 332.72487 336.72143 340.74811 344.89548 349.07829 353.2939 357.68457 362.4468 367.70684 373.29069 378.74233 383.9166 388.97216 393.9428 398.97205 403.85585 408.60296 413.3245 417.83236 422.05268 426.06238 430.26938 434.47232 438.82964 443.3473 447.67394 451.83698 456.59331 2 Bermuda 0.05473 0.05491 0.05517 0.05551 0.05585 0.05618 0.05651 0.05683 0.05717 0.05749 0.05778 0.0581 0.0587 0.05924 0.05975 0.06029 0.06087 0.06145 0.06198 0.06251 0.06306 0.06361 0.06418 0.06476 0.06534 0.06591 0.06644 0.06692 0.06739 0.06784 0.06827 3 Canada 24.5933 24.9 25.2019 25.4563 25.7018 25.9416 26.2038 26.5497 26.8948 27.3793 27.7906 28.1179 28.54489 28.95334 29.33081 29.69053 30.02632 30.3056 30.55166 30.82026 31.09956 31.37674 31.64096 31.88931 32.13476 32.38638 32.65668 32.93596 33.2127 33.48721 33.75974 4 Greenland 0.05021 0.05103 0.05166 0.05211 0.05263 0.05315 0.05364 0.0541 0.05485 0.05541 0.05563 0.05554 0.05549 0.05564 0.05592 0.05619 0.05634 0.05651 0.05661 0.0567 0.05689 0.05713 0.05736 0.05754 0.0577 0.05778 0.05764 0.05753 0.05756 0.0576 0.05764 5 Mexico 68.34748 69.96926 71.6409 73.36288 75.08014 76.76723 78.44243 80.12249 81.78182 83.36684 84.91365 86.48803 88.11103 89.74914 91.3379 92.88035 94.39858 95.89515 97.32506 98.61691 99.92662 101.24696 102.47993 103.71806 104.95959 106.2029 107.44953 108.70089 109.9554 111.21179 112.46886 6 Saint Pierre and Miquelon 0.00599 0.00601 0.00605 0.00607 0.00611 0.00616 0.00621 0.00625 0.00628 0.00631 0.00632 0.00633 0.00636 0.00638 0.0064 0.0064 0.00641 0.00642 0.00642 0.00643 0.00641 0.00637 0.00633 0.00629 0.00625 0.0062 0.00615 0.0061 0.00605 0.006 0.00594 7 United States 227.22468 229.46571 231.66446 233.79199 235.8249 237.9238 240.13289 242.28892 244.49898 246.81923 249.62281 252.98094 256.51422 259.91859 263.12582 266.27839 269.39428 272.64693 275.8541 279.04017 282.17196 285.08156 287.80391 290.32642 293.04574 295.75315 298.59321 301.5799 304.37485 307.00655 310.23286 8 Central & South America 293.05856 299.43033 305.95253 312.51136 318.87955 325.22704 331.82291 338.59859 345.44544 352.20471 358.79973 365.15137 371.43224 377.7438 384.26984 390.75665 397.13002 403.41352 409.62879 415.63607 421.4539 427.24012 433.05116 438.97976 445.01525 451.05504 457.01699 462.89157 468.73872 474.53897 480.01228 9 Antarctica NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10 Antigua and Barbuda 0.06855 0.06826 0.06801 0.06562 0.06447 0.0644 0.0644 0.06442 0.06443 0.06439 0.06416 0.06403 0.06518 0.06633 0.06749 0.06871 0.07006 0.07145 0.07278 0.07402 0.07535 0.07673 0.07794 0.07907 0.08019 0.08128 0.08234 0.08343 0.08452 0.08563 0.08675 11 Argentina 28.3698 28.84806 29.32988 29.79355 30.23064 30.67176 31.14499 31.62462 32.09932 32.57162 33.03558 33.50441 33.96685 34.40715 34.84689 35.27384 35.68296 36.10216 36.51792 36.92342 37.33565 37.69417 37.99945 38.33688 38.74183 39.18126 39.61443 40.04882 40.482 40.91358 41.3432 12 Aruba NA NA NA NA NA NA 0.0598 0.05918 0.0595 0.06069 0.06303 0.0663 0.06948 0.07407 0.07785 0.07996 0.08307 0.08621 0.0882 0.08926 0.09 0.09097 0.09217 0.09372 0.09546 0.09698 0.0985 0.10002 0.10154 0.10307 0.10459 13 Bahamas, The 0.20976 0.21345 0.21713 0.22086 0.22462 0.2282 0.23143 0.23448 0.23771 0.24124 0.24513 0.24931 0.25356 0.25766 0.26151 0.26518 0.26888 0.27256 0.27599 0.27931 0.28259 0.28569 0.28858 0.29135 0.29406 0.29671 0.29929 0.30197 0.30473 0.30755 0.31043 14 Barbados 0.25197 0.25236 0.25348 0.25485 0.25611 0.25725 0.25827 0.25912 0.25995 0.26109 0.26226 0.26334 0.2646 0.2657 0.26663 0.26767 0.26881 0.27006 0.27129 0.2725 0.27368 0.27491 0.27622 0.27755 0.27882 0.28004 0.28121 0.28236 0.2835 0.28459 0.28565 15 Belize 0.14442 0.14921 0.1533 0.15685 0.16081 0.16556 0.17124 0.17635 0.1814 0.18643 0.19087 0.19575 0.20082 0.20609 0.21155 0.21717 0.22297 0.22895 0.23513 0.24148 0.248 0.25464 0.2613 0.26796 0.27462 0.28129 0.28795 0.29461 0.30127 0.3079 0.31452 16 Bolivia 5.4413 5.54522 5.64222 5.73743 5.83429 5.93494 6.04135 6.15637 6.28316 6.42314 6.5739 6.73148 6.89345 7.05434 7.21481 7.37487 7.5344 7.69515 7.8589 8.02556 8.1951 8.36745 8.54249 8.71906 8.89597 9.07294 9.24971 9.42594 9.60126 9.77525 9.94742 17 Brazil 123.01963 125.99213 129.02765 131.96012 134.69947 137.38198 140.19628 143.02654 145.87275 148.65864 151.17006 153.58396 156.03206 158.51205 161.01706 163.54428 166.08586 168.63874 171.20116 173.76387 176.31962 178.86966 181.41759 183.95992 186.4886 188.99308 191.46901 193.91858 196.34259 198.73927 201.10333 18 Cayman Islands 0.01708 0.0179 0.01852 0.01909 0.02002 0.02085 0.02144 0.02207 0.0245 0.02507 0.02636 0.02751 0.02868 0.03001 0.0313 0.03249 0.03368 0.03487 0.03606 0.03725 0.03844 0.03962 0.0408 0.04199 0.04316 0.04434 0.04552 0.04669 0.04786 0.04904 0.05021 19 Chile 11.09372 11.2823 11.48711 11.68662 11.87977 12.0678 12.261 12.46452 12.67869 12.90232 13.12892 13.35367 13.57416 13.78943 14.00122 14.20661 14.40541 14.60109 14.79216 14.97655 15.15574 15.33189 15.50394 15.67191 15.83563 15.99504 16.15084 16.30385 16.45414 16.60171 16.74649 20 Colombia 26.63129 27.21489 27.82604 28.45499 29.09546 29.74762 30.41039 31.0853 31.77087 32.46085 33.14725 33.83221 34.52032 35.2056 35.88762 36.53183 37.09791 37.61994 38.13259 38.56386 38.91035 39.31245 39.80495 40.35102 40.92215 41.48778 42.04625 42.59732 43.14111 43.67737 44.20529 21 Costa Rica 2.29912 2.35729 2.42437 2.49435 2.5676 2.64431 2.72338 2.79934 2.87412 2.94989 3.02327 3.09302 3.16836 3.25653 3.3512 3.44474 3.536 3.62532 3.71374 3.80017 3.88258 3.95621 4.02095 4.08382 4.1467 4.20869 4.26977 4.33113 4.39324 4.45505 4.51622 22 Cuba 9.65298 9.71198 9.78922 9.88126 9.97373 10.06563 10.14438 10.21682 10.30552 10.4079 10.51344 10.61114 10.69191 10.75667 10.81326 10.86545 10.9117 10.95186 10.99853 11.05298 11.10586 11.15582 11.20269 11.24668 11.28785 11.32615 11.36155 11.39404 11.42395 11.45165 11.47746 23 Dominica 0.07389 0.07352 0.07381 0.07429 0.07399 0.07311 0.07238 0.07182 0.07134 0.07051 0.07001 0.07012 0.07028 0.07042 0.07092 0.07142 0.071 0.07028 0.07004 0.07035 0.07082 0.07121 0.07153 0.07173 0.07193 0.07212 0.07225 0.07238 0.07251 0.07266 0.07281 24 Dominican Republic 5.69686 5.83171 5.96874 6.10582 6.24155 6.37855 6.51682 6.65696 6.79877 6.94187 7.08362 7.2248 7.36293 7.49428 7.62413 7.75897 7.89898 8.03994 8.18221 8.3252 8.46891 8.61355 8.7569 8.89658 9.03239 9.16447 9.29504 9.42623 9.55818 9.69079 9.82382 25 Ecuador 7.9205 8.14108 8.36585 8.59349 8.82583 9.06166 9.30108 9.54516 9.79412 10.04822 10.31804 10.42992 10.55381 10.75368 11.01255 11.26561 11.52648 11.79247 12.05063 12.26831 12.44584 12.62912 12.82728 13.07418 13.3684 13.66232 13.91706 14.13496 14.35447 14.5731 14.79061 26 El Salvador 4.57041 4.51972 4.47992 4.52671 4.59375 4.67105 4.75832 4.85014 4.93899 5.02478 5.10982 5.19624 5.28601 5.33415 5.3952 5.47983 5.56411 5.63681 5.71157 5.78837 5.84982 5.8837 5.90183 5.91985 5.93512 5.95622 5.97089 5.98175 6.00645 6.0306 6.05206 27 Falkland Islands (Islas Malvinas) 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.00243 0.0026 0.0028 0.00285 0.0029 0.00293 0.00297 0.00297 0.00297 0.00297 0.00297 0.00314 0.00314 0.00314 28 French Guiana 0.07 0.07 0.07 0.08 0.08 0.09 0.09 0.1 0.11 0.11 0.12 0.12 0.13 0.13 0.14 0.15 0.15 0.16 0.17 0.17 0.17 0.17756 0.18224 0.18692 0.19131 0.19131 0.19131 0.19131 0.19131 0.19131 0.19131 29 Grenada 0.09016 0.09235 0.09241 0.09253 0.09274 0.09306 0.09355 0.09406 0.09429 0.0943 0.0942 0.09406 0.09465 0.09576 0.09675 0.09774 0.09865 0.09957 0.10039 0.10099 0.10161 0.10229 0.10284 0.10332 0.10397 0.10459 0.1052 0.10589 0.10656 0.1072 0.10782 30 Guadeloupe 0.337 0.339 0.341 0.345 0.35 0.354 0.358 0.363 0.367 0.38 0.39 0.4 0.41 0.41 0.42 0.42 0.43 0.43 0.43 0.43 0.43 0.43117 0.43568 0.44019 0.44452 0.44452 0.44452 0.44452 0.44452 0.44452 0.44452 &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip
In [11]:
paises = DataFrame()
paises[:Ano] = 1980:2010
for pais in pop[:Pais]
dados = convert(DataArray{Float64,2}, pop[pop[:Pais] .== pais,2:end]).'
paises[symbol(pais)] = dados[:,1]
end
paises
Out[11]:
Ano North America Bermuda Canada Greenland Mexico Saint Pierre and Miquelon United States Central & South America Antarctica Antigua and Barbuda Argentina Aruba Bahamas, The Barbados Belize Bolivia Brazil Cayman Islands Chile Colombia Costa Rica Cuba Dominica Dominican Republic Ecuador El Salvador Falkland Islands (Islas Malvinas) French Guiana Grenada Guadeloupe Guatemala Guyana Haiti Honduras Jamaica Martinique Montserrat Netherlands Antilles Nicaragua Panama Paraguay Peru Puerto Rico Saint Kitts and Nevis Saint Lucia Saint Vincent/Grenadines Suriname Trinidad and Tobago Turks and Caicos Islands Uruguay Venezuela Virgin Islands, U.S. Virgin Islands, British Europe Albania Austria Belgium Bosnia and Herzegovina Bulgaria Croatia Cyprus Czech Republic Denmark Faroe Islands Finland Former Czechoslovakia Former Serbia and Montenegro Former Yugoslavia France Germany Germany, East Germany, West Gibraltar Greece Hungary Iceland Ireland Italy Luxembourg Macedonia Malta Montenegro Netherlands Norway Poland Portugal Romania Serbia Slovakia Slovenia Spain Sweden Switzerland Turkey United Kingdom Eurasia Armenia Azerbaijan Belarus Estonia Former U.S.S.R. Georgia Kazakhstan Kyrgyzstan Latvia Lithuania Moldova Russia Tajikistan Turkmenistan Ukraine Uzbekistan Middle East Bahrain Iran Iraq Israel Jordan Kuwait Lebanon Oman Palestine Qatar Saudi Arabia Syria United Arab Emirates Yemen Africa Algeria Angola Benin Botswana Burkina Faso Burundi Cameroon Cape Verde Central African Republic Chad Comoros Congo (Brazzaville) Congo (Kinshasa) Cote dIvoire (IvoryCoast) Djibouti Egypt Equatorial Guinea Eritrea Ethiopia Gabon Gambia, The Ghana Guinea Guinea-Bissau Kenya Lesotho Liberia Libya Madagascar Malawi Mali Mauritania Mauritius Morocco Mozambique Namibia Niger Nigeria Reunion Rwanda Saint Helena Sao Tome and Principe Senegal Seychelles Sierra Leone Somalia South Africa Sudan Swaziland Tanzania Togo Tunisia Uganda Western Sahara Zambia Zimbabwe Asia & Oceania Afghanistan American Samoa Australia Bangladesh Bhutan Brunei Burma (Myanmar) Cambodia China Cook Islands Fiji French Polynesia Guam Hawaiian Trade Zone Hong Kong India Indonesia Japan Kiribati Korea, North Korea, South Laos Macau Malaysia Maldives Mongolia Nauru Nepal New Caledonia New Zealand Niue Pakistan Papua New Guinea Philippines Samoa Singapore Solomon Islands Sri Lanka Taiwan Thailand Timor-Leste (East Timor) Tonga U.S. Pacific Islands Vanuatu Vietnam Wake Island World 1 1980 320.27638 0.05473 24.5933 0.05021 68.34748 0.00599 227.22468 293.05856 NA 0.06855 28.3698 NA 0.20976 0.25197 0.14442 5.4413 123.01963 0.01708 11.09372 26.63129 2.29912 9.65298 0.07389 5.69686 7.9205 4.57041 0.002 0.07 0.09016 0.337 6.64959 0.75935 5.5077 3.40247 2.2288 0.339 0.01177 0.23244 2.80565 1.95957 3.1716 17.2953 3.20965 0.04357 0.12248 0.09814 0.35408 1.09051 0.00747 2.93049 14.76789 0.09964 0.011 529.50082 2.67141 7.54943 9.8468 NA 8.84353 NA 0.63027 NA 5.12303 0.04345 4.77954 15.25468 NA 21.76903 53.98766 NA 16.7579 61.54 0.02883 9.64251 10.71112 0.22816 3.401 56.47271 0.3644 NA 0.364 NA 14.1439 4.08562 35.57802 9.7778 22.13004 NA NA NA 37.48836 8.31047 6.4103 45.04797 56.51888 265.92182 NA NA NA NA 265.92182 NA NA NA NA NA NA NA NA NA NA NA 93.78699 0.34757 39.70873 13.23284 3.73747 2.16278 1.36977 2.8987 1.18548 NA 0.2369 10.02152 8.75241 1.00029 9.13255 478.96479 18.80606 6.74308 3.45806 0.90048 6.31819 4.29821 8.76249 0.29645 2.34878 4.52239 0.33351 1.67429 29.01255 8.59326 0.32687 42.63422 0.25601 NA 38.6052 0.71383 0.67052 11.01119 4.44737 0.7889 16.33054 1.35857 1.8571 3.06862 8.69125 6.25893 6.82161 1.54491 0.9637 19.48727 12.10262 NA 6.09347 74.82127 0.51 5.13984 0.00647 0.09407 5.61133 0.06395 3.33503 5.79356 30.30961 19.48245 0.61146 18.66506 2.62551 6.44318 12.41472 0.12404 5.64278 7.16997 2469.81743 15.0436 0.03242 14.6159 87.93733 0.44604 0.18522 33.33642 6.88852 984.73646 0.01801 0.63451 0.1509 0.10687 NA 5.0631 684.8877 151.0244 116.80731 0.05754 17.11363 38.124 3.29316 0.25577 13.46009 0.15287 1.66238 0.00771 14.66525 0.1394 3.16815 0.002 85.21912 2.8464 50.94018 0.15904 2.4139 0.23077 15.05597 17.84832 47.02576 NA 0.09136 0.13796 0.11679 53.7152 NA 4451.32679 2 1981 324.44694 0.05491 24.9 0.05103 69.96926 0.00601 229.46571 299.43033 NA 0.06826 28.84806 NA 0.21345 0.25236 0.14921 5.54522 125.99213 0.0179 11.2823 27.21489 2.35729 9.71198 0.07352 5.83171 8.14108 4.51972 0.002 0.07 0.09235 0.339 6.82868 0.76193 5.62287 3.54306 2.25837 0.341 0.01179 0.23449 2.90173 1.9989 3.25084 17.7548 3.23897 0.04348 0.124 0.0992 0.35251 1.10784 0.00779 2.94813 15.16626 0.09985 0.01142 532.62947 2.72427 7.56463 9.8524 NA 8.86944 NA 0.63805 NA 5.12157 0.04386 4.79996 15.3116 NA 21.90497 54.27995 NA 16.74183 61.66 0.02927 9.72935 10.71185 0.2308 3.4434 56.5242 0.3654 NA 0.36365 NA 14.24605 4.0997 35.90196 9.85008 22.25655 NA NA NA 37.7508 8.32049 6.45112 46.25323 56.58903 268.11401 NA NA NA NA 268.11401 NA NA NA NA NA NA NA NA NA NA NA 97.61915 0.36343 41.45082 13.7031 3.80134 2.25377 1.43219 2.9517 1.24951 NA 0.24928 10.65493 9.04923 1.06972 9.39014 493.63386 19.40704 6.87957 3.56485 0.93444 6.47437 4.47776 9.04792 0.3002 2.41277 4.51494 0.34088 1.72374 29.80802 8.92247 0.34483 44.1961 0.27178 NA 40.35937 0.73084 0.69266 11.17096 4.54036 0.80706 16.98722 1.39518 1.913 3.20768 8.93876 6.45967 6.95002 1.57765 0.97905 19.84622 12.36323 NA 6.239 77.14958 0.51 5.30899 0.00658 0.09644 5.75446 0.0647 3.40215 5.8288 31.24317 20.19661 0.63131 19.212 2.71957 6.60571 12.72525 0.13909 5.83063 7.42922 2518.13689 13.67368 0.0336 14.92326 94.14314 0.46195 0.19283 33.98181 7.0792 997.00072 0.01765 0.64677 0.15569 0.10917 NA 5.1834 699.15377 154.13906 117.64809 0.05845 17.38401 38.723 3.33698 0.26093 13.87521 0.15725 1.70883 0.00785 15.01086 0.1425 3.18345 0.002 90.97508 2.91716 52.2276 0.16092 2.53537 0.23874 15.31549 18.17743 47.9365 NA 0.09177 0.14283 0.12026 54.90268 NA 4534.01064 3 1982 328.62014 0.05517 25.2019 0.05166 71.6409 0.00605 231.66446 305.95253 NA 0.06801 29.32988 NA 0.21713 0.25348 0.1533 5.64222 129.02765 0.01852 11.48711 27.82604 2.42437 9.78922 0.07381 5.96874 8.36585 4.47992 0.002 0.07 0.09241 0.341 6.98272 0.76286 5.74042 3.67004 2.29831 0.343 0.01166 0.23757 2.97991 2.0395 3.33837 18.17252 3.279 0.04338 0.12558 0.10048 0.36009 1.12732 0.00815 2.96835 15.62077 0.10007 0.01182 535.24974 2.7801 7.57461 9.8563 NA 8.8921 NA 0.64532 NA 5.11781 0.04425 4.82693 15.35175 NA 22.06112 54.5712 NA 16.73527 61.6 0.02885 9.78648 10.70554 0.234 3.48 56.55763 0.36572 NA 0.36022 NA 14.3104 4.11479 36.22738 9.85965 22.35673 NA NA NA 37.98331 8.32526 6.49438 47.46418 56.53848 270.37541 NA NA NA NA 270.37541 NA NA NA NA NA NA NA NA NA NA NA 101.52251 0.37796 43.21824 14.17332 3.85842 2.34764 1.49749 3.0056 1.3136 NA 0.25961 11.28881 9.38665 1.13755 9.65762 508.69882 20.03375 7.01853 3.67513 0.97065 6.63723 4.58491 9.28255 0.30409 2.47757 4.73288 0.34882 1.77516 30.64884 9.25983 0.35616 45.68181 0.28548 NA 42.18999 0.75424 0.71552 11.39415 4.63601 0.82577 17.65997 1.43282 1.97148 3.34789 9.19587 6.66854 7.08238 1.61189 0.99204 20.19873 12.58733 NA 6.38918 79.51098 0.52 5.48328 0.00664 0.09824 5.90285 0.06528 3.47225 5.8345 32.2392 20.94364 0.64981 19.77679 2.8166 6.7341 13.07893 0.15455 6.0475 7.63652 2563.52187 12.57743 0.03471 15.16178 96.18533 0.47824 0.19886 34.64219 7.29713 1012.49049 0.01744 0.65891 0.16042 0.10928 NA 5.2645 713.71094 157.27963 118.45497 0.05935 17.64752 39.326 3.41116 0.27081 14.30829 0.1619 1.75603 0.008 15.37507 0.145 3.2149 0.002 94.09612 2.991 53.55718 0.16074 2.65187 0.24693 15.57547 18.50139 48.82716 NA 0.0922 0.14762 0.12379 56.14218 NA 4613.94102 4 1983 332.72487 0.05551 25.4563 0.05211 73.36288 0.00607 233.79199 312.51136 NA 0.06562 29.79355 NA 0.22086 0.25485 0.15685 5.73743 131.96012 0.01909 11.68662 28.45499 2.49435 9.88126 0.07429 6.10582 8.59349 4.52671 0.002 0.08 0.09253 0.345 7.18865 0.76216 5.86229 3.79614 2.30639 0.346 0.01156 0.24092 3.04918 2.08079 3.43192 18.59145 3.31603 0.04323 0.12729 0.10181 0.36762 1.14815 0.00852 2.98883 16.08442 0.10035 0.01226 537.6101 2.83732 7.5529 9.85552 NA 8.91028 NA 0.6565 NA 5.1143 0.04457 4.85579 15.38826 NA 22.19868 54.78401 NA 16.74166 61.38 0.02835 9.84053 10.68946 0.23704 3.504 56.65244 0.36589 NA 0.35577 NA 14.36238 4.12843 36.57142 9.87224 22.40728 NA NA NA 38.18417 8.32903 6.52752 48.66062 56.57376 272.79689 NA NA NA NA 272.79689 NA NA NA NA NA NA NA NA NA NA NA 105.53011 0.39303 44.98932 14.65222 3.92689 2.44068 1.56582 3.06024 1.37675 NA 0.29241 11.95226 9.73512 1.2091 9.93626 523.66026 20.68098 7.24054 3.78904 1.00702 6.80728 4.7052 9.56272 0.3082 2.54328 4.97116 0.3572 1.82856 31.44687 9.60646 0.37012 47.09303 0.29958 NA 43.4599 0.77902 0.73914 12.15058 4.7344 0.84501 18.34799 1.47148 2.03237 3.48858 9.46302 6.88393 7.21901 1.64759 1.00218 20.6794 12.77284 NA 6.54413 81.16374 0.53 5.66317 0.00675 0.10013 6.05554 0.06585 3.54564 6.01035 33.27827 21.69704 0.67241 20.36842 2.9175 6.85989 13.47039 0.16568 6.28337 7.92834 2610.10261 12.43058 0.03584 15.34807 98.23486 0.49489 0.20495 35.32599 7.53065 1028.35653 0.01749 0.67191 0.16532 0.11408 NA 5.3451 728.52155 160.44071 119.26995 0.06025 17.91799 39.91 3.49496 0.28545 14.75262 0.16685 1.805 0.00815 15.75685 0.14658 3.25645 0.002 96.88143 3.0676 54.88541 0.16066 2.68926 0.25535 15.78446 18.80339 49.69425 NA 0.09263 0.15281 0.12738 57.43635 NA 4694.9362 5 1984 336.72143 0.05585 25.7018 0.05263 75.08014 0.00611 235.8249 318.87955 NA 0.06447 30.23064 NA 0.22462 0.25611 0.16081 5.83429 134.69947 0.02002 11.87977 29.09546 2.5676 9.97373 0.07399 6.24155 8.82583 4.59375 0.002 0.08 0.09274 0.35 7.38034 0.76207 5.98898 3.93299 2.31306 0.35 0.01144 0.24385 3.12177 2.12346 3.53055 19.01088 3.35004 0.04309 0.12912 0.10289 0.37426 1.16888 0.00891 3.00827 16.54452 0.1006 0.01273 539.96611 2.896 7.55413 9.8553 NA 8.92827 NA 0.66797 NA 5.11162 0.04506 4.88179 15.4233 NA 22.31823 55.08925 NA 16.72542 61.13 0.02823 9.88717 10.6681 0.2395 3.529 56.71946 0.36627 NA 0.35138 NA 14.42002 4.14009 36.90413 9.88539 22.45379 NA NA NA 38.36286 8.34262 6.55628 49.83974 56.64573 275.30423 NA NA NA NA 275.30423 NA NA NA NA NA NA NA NA NA NA NA 109.62352 0.4083 46.79208 15.16055 3.99734 2.53438 1.63731 3.11544 1.43812 NA 0.32447 12.60694 10.09494 1.28439 10.22927 538.6777 21.34055 7.44245 3.90705 1.0434 6.98504 4.81683 9.86713 0.31249 2.62927 5.02517 0.36603 1.88398 32.34098 9.96343 0.37461 48.55016 0.31464 NA 44.5123 0.80526 0.764 12.83231 4.95358 0.86478 19.05021 1.51111 2.09577 3.62917 9.74054 7.10435 7.36021 1.68477 1.01204 21.16079 12.92282 NA 6.70405 82.72429 0.54 5.83374 0.00749 0.10212 6.2137 0.0665 3.62254 6.21774 34.35109 22.40189 0.69634 20.98409 3.02179 7.18453 13.91951 0.1724 6.50548 8.24121 2655.88059 12.75384 0.03709 15.51048 100.27995 0.51189 0.21122 36.03536 7.69058 1042.75605 0.01774 0.68557 0.17028 0.1173 NA 5.3979 744.01697 163.61264 120.0347 0.06115 18.196 40.406 3.57671 0.29898 15.19792 0.1721 1.85569 0.00833 16.15506 0.14966 3.29609 0.002 99.35434 3.1469 56.25788 0.16066 2.7433 0.26401 15.97692 19.08335 50.53378 NA 0.09288 0.15825 0.13103 58.76204 NA 4775.05313 6 1985 340.74811 0.05618 25.9416 0.05315 76.76723 0.00616 237.9238 325.22704 NA 0.0644 30.67176 NA 0.2282 0.25725 0.16556 5.93494 137.38198 0.02085 12.0678 29.74762 2.64431 10.06563 0.07311 6.37855 9.06166 4.67105 0.002 0.09 0.09306 0.354 7.58084 0.76225 6.11992 4.07731 2.31818 0.353 0.01132 0.24443 3.19084 2.16762 3.63346 19.43193 3.38211 0.04293 0.13101 0.10385 0.38042 1.18903 0.00932 3.0121 16.99751 0.10076 0.01318 542.38088 2.9567 7.55978 9.8582 NA 8.94357 NA 0.67922 NA 5.11369 0.04557 4.90178 15.45479 NA 22.45474 55.31477 NA 16.71491 60.97 0.02865 9.92325 10.64871 0.2414 3.54 56.7538 0.36717 NA 0.34704 NA 14.49138 4.15242 37.22579 9.89719 22.5212 NA NA NA 38.53485 8.35634 6.59065 50.99701 56.79629 277.78052 NA NA NA NA 277.78052 NA NA NA NA NA NA NA NA NA NA NA 113.89203 0.42399 48.61894 15.69362 4.06847 2.63036 1.73282 3.17096 1.49723 NA 0.35603 13.33007 10.46614 1.36348 10.53993 553.7385 22.00845 7.58471 4.03048 1.07969 7.17093 4.92176 10.19137 0.31689 2.71415 5.06604 0.3753 1.94177 33.34422 10.33168 0.38222 50.05238 0.32519 NA 45.16862 0.83304 0.79055 13.22862 5.22674 0.88506 19.76149 1.55164 2.16175 3.68003 10.02863 7.33001 7.5062 1.72347 1.02054 21.64379 13.0626 NA 6.86921 84.88938 0.55 5.98659 0.00794 0.10419 6.37841 0.06718 3.70309 6.45854 35.45826 23.14525 0.72157 21.61843 3.12943 7.3637 14.39174 0.17933 6.71579 8.56049 2702.75408 13.09371 0.03863 15.69524 102.30835 0.5292 0.21784 36.76587 7.84124 1058.00772 0.01749 0.69894 0.17541 0.12062 NA 5.4562 759.61221 166.77028 120.75434 0.06203 18.48142 40.806 3.65717 0.30584 15.64911 0.1773 1.9077 0.00852 16.56998 0.15259 3.32181 0.002 102.07865 3.22893 57.70569 0.16074 2.7499 0.27293 16.18811 19.33736 51.34181 NA 0.09335 0.16406 0.13473 60.09307 NA 4856.52116 7 1986 344.89548 0.05651 26.2038 0.05364 78.44243 0.00621 240.13289 331.82291 NA 0.0644 31.14499 0.0598 0.23143 0.25827 0.17124 6.04135 140.19628 0.02144 12.261 30.41039 2.72338 10.14438 0.07238 6.51682 9.30108 4.75832 0.002 0.09 0.09355 0.358 7.82 0.76338 6.25386 4.22692 2.32255 0.357 0.01121 0.18433 3.26371 2.21216 3.7399 19.85549 3.4133 0.04273 0.13271 0.10476 0.38489 1.20833 0.00973 3.03081 17.45016 0.10084 0.01363 544.93264 3.01544 7.56824 9.8618 NA 8.95877 NA 0.69043 NA 5.12053 0.04605 4.91739 15.48092 NA 22.58388 55.5418 NA 16.70349 61.01 0.02907 9.95137 10.63056 0.243 3.5405 56.7566 0.36902 NA 0.34663 NA 14.57188 4.1666 37.50428 9.90741 22.59968 NA NA NA 38.70756 8.38407 6.63043 52.12734 56.96793 280.2583 NA NA NA NA 280.2583 NA NA NA NA NA NA NA NA NA NA NA 118.1603 0.43962 50.46435 16.24734 4.13968 2.7275 1.81154 3.22558 1.55439 NA 0.38726 13.9983 10.84857 1.44657 10.86958 569.05927 22.64254 7.74863 4.15785 1.11576 7.3711 5.01886 10.53015 0.32134 2.77536 5.2142 0.38505 2.00214 34.37623 10.71206 0.39651 51.59343 0.33365 NA 45.98822 0.85945 0.81876 13.78192 5.39433 0.90593 20.47712 1.5866 2.23038 3.70454 10.32739 7.60855 7.65726 1.76368 1.02823 22.12744 13.14302 NA 7.03981 87.09224 0.56 6.16171 0.00831 0.10635 6.54979 0.06784 3.78739 6.71493 36.34173 23.78422 0.74942 22.28417 3.24072 7.54708 14.91072 0.18648 6.95192 8.87678 2751.06581 13.08496 0.04016 15.90042 104.34543 0.54681 0.22473 37.51768 8.10142 1074.52256 0.01765 0.71299 0.18064 0.12288 NA 5.5246 775.06324 169.89552 121.49191 0.06377 18.77246 41.214 3.76177 0.3122 16.11117 0.18461 1.9608 0.00871 17.00221 0.15558 3.33863 0.002 105.23962 3.31375 59.18595 0.16086 2.75007 0.28212 16.42379 19.55558 52.12948 NA 0.09374 0.17104 0.13848 61.43983 NA 4940.1947 8 1987 349.07829 0.05683 26.5497 0.0541 80.12249 0.00625 242.28892 338.59859 NA 0.06442 31.62462 0.05918 0.23448 0.25912 0.17635 6.15637 143.02654 0.02207 12.46452 31.0853 2.79934 10.21682 0.07182 6.65696 9.54516 4.85014 0.002 0.1 0.09406 0.363 8.15988 0.76496 6.38967 4.37326 2.32587 0.361 0.01109 0.18567 3.34537 2.25674 3.84989 20.28036 3.44447 0.04248 0.13418 0.1055 0.38662 1.22499 0.01016 3.04899 17.91018 0.1009 0.0141 547.46078 3.07532 7.5789 9.8702 NA 8.97196 NA 0.70162 NA 5.12702 0.04668 4.93173 15.51092 NA 22.70435 55.78574 NA 16.6283 61.09 0.02953 9.97449 10.61274 0.24468 3.5399 56.75266 0.37166 NA 0.34905 NA 14.66528 4.18615 37.74071 9.91529 22.68637 NA NA NA 38.8807 8.4214 6.67749 53.24267 57.14729 282.67508 NA NA NA NA 282.67508 NA NA NA NA NA NA NA NA NA NA NA 122.16299 0.45471 52.34019 16.54319 4.21038 2.8239 1.89154 3.27798 1.61167 NA 0.39695 14.61975 11.24297 1.53044 11.21934 584.06285 23.25496 7.8784 4.28791 1.15201 7.59181 5.14452 10.8671 0.32587 2.84088 5.39152 0.39528 2.06497 35.48216 11.10527 0.40946 52.3751 0.34247 NA 47.22622 0.88092 0.8487 14.17388 5.52841 0.92741 21.19578 1.61569 2.30176 3.80514 10.63688 8.05274 7.81357 1.80539 1.03627 22.61059 12.89485 NA 7.21596 89.40502 0.57 6.3728 0.00654 0.1086 6.72784 0.06846 3.87558 6.93908 37.22598 24.2799 0.77759 23.01672 3.35592 7.72802 15.52009 0.19385 7.19455 9.21648 2802.31491 12.99949 0.04188 16.13672 106.38194 0.56472 0.23182 38.28766 8.40395 1093.72571 0.01767 0.71967 0.18584 0.12572 NA 5.58451 790.64043 173.01546 122.09133 0.06559 19.06755 41.622 3.86931 0.32298 16.5789 0.19221 2.01513 0.00891 17.45269 0.15873 3.35049 0.002 108.58408 3.40147 60.64811 0.1611 2.79455 0.29154 16.66312 19.7578 52.91034 NA 0.094 0.17903 0.14227 62.82649 NA 5026.35348 9 1988 353.2939 0.05717 26.8948 0.05485 81.78182 0.00628 244.49898 345.44544 NA 0.06443 32.09932 0.0595 0.23771 0.25995 0.1814 6.28316 145.87275 0.0245 12.67869 31.77087 2.87412 10.30552 0.07134 6.79877 9.79412 4.93899 0.002 0.11 0.09429 0.367 8.49582 0.76655 6.51878 4.51498 2.32943 0.365 0.01097 0.18669 3.43506 2.30168 3.96344 20.71066 3.47499 0.04219 0.1355 0.10614 0.38856 1.23838 0.01061 3.0675 18.37853 0.10095 0.01462 550.04403 3.13684 7.59979 9.884 NA 8.98203 NA 0.71303 NA 5.12952 0.04709 4.94663 15.537 NA 22.81812 56.04352 NA 16.61057 61.42 0.03003 9.98272 10.4425 0.24989 3.5296 56.75707 0.37562 NA 0.35195 NA 14.76134 4.20873 37.86684 9.92061 22.7689 NA NA NA 39.05388 8.46934 6.73194 54.35553 57.31941 284.97091 NA NA NA NA 284.97091 NA NA NA NA NA NA NA NA NA NA NA 126.3694 0.4696 54.17826 17.04056 4.28204 2.92078 1.9732 3.32778 1.67076 NA 0.41346 15.23313 11.64601 1.62275 11.59107 599.18529 23.88077 8.02339 4.42211 1.18894 7.83349 5.27884 11.20098 0.3305 2.91718 5.55634 0.40603 2.13006 36.62816 11.51174 0.41715 53.16221 0.35165 NA 48.67474 0.89974 0.88042 14.57413 5.66683 0.94954 21.91587 1.64484 2.37595 3.91898 10.95734 8.58662 7.97719 1.8485 1.04494 23.08648 12.52301 NA 7.39913 91.76042 0.57 6.59722 0.00659 0.11094 6.91257 0.0692 3.96778 6.91829 38.12772 24.67247 0.81499 23.76376 3.47514 7.89856 16.17642 0.20143 7.41797 9.56005 2853.88173 13.09382 0.04362 16.40073 108.37452 0.58289 0.23888 39.02532 8.71641 1112.86641 0.01791 0.72637 0.19117 0.12755 NA 5.62841 806.3794 176.16566 122.613 0.06748 19.37114 42.031 3.97988 0.33214 17.05511 0.20008 2.07072 0.0091 17.92208 0.16194 3.35931 0.002 112.02109 3.49213 62.08071 0.16152 2.86927 0.30118 16.90308 19.9761 53.68343 NA 0.09332 0.18841 0.14612 64.21135 NA 5113.1907 10 1989 357.68457 0.05749 27.3793 0.05541 83.36684 0.00631 246.81923 352.20471 NA 0.06439 32.57162 0.06069 0.24124 0.26109 0.18643 6.42314 148.65864 0.02507 12.90232 32.46085 2.94989 10.4079 0.07051 6.94187 10.04822 5.02478 0.002 0.11 0.0943 0.38 8.73058 0.7686 6.65269 4.65602 2.33666 0.369 0.01085 0.18763 3.53193 2.3472 4.08056 21.1507 3.5056 0.04192 0.1365 0.10675 0.39255 1.24816 0.01106 3.0879 18.85072 0.10104 0.01514 553.34384 3.1958 7.62786 9.9377 NA 8.99006 NA 0.72686 NA 5.13259 0.04728 4.96244 15.55901 NA 22.92399 56.58272 NA 16.65491 61.99 0.03042 10.03077 10.39796 0.25275 3.5132 56.76072 0.37762 NA 0.35532 NA 14.84891 4.22614 37.97016 9.92315 22.85212 NA NA NA 39.21452 8.52628 6.79173 55.46248 57.47839 286.40742 NA NA NA NA 286.40742 NA NA NA NA NA NA NA NA NA NA NA 130.54699 0.48494 55.92667 17.57254 4.35535 3.0235 2.05683 3.37448 1.73179 NA 0.43016 15.82936 12.05294 1.72206 11.98639 614.7485 24.49631 8.15384 4.56116 1.22652 8.09154 5.40437 11.54012 0.33517 2.99987 5.71491 0.41731 2.19717 37.80413 11.93065 0.44245 53.94841 0.36119 NA 50.12821 0.91884 0.91399 14.98276 5.80969 0.97239 22.63477 1.67402 2.45297 4.03295 11.28916 9.09083 8.15635 1.88583 1.0534 23.5498 12.4821 NA 7.60756 94.15965 0.59 6.81686 0.00663 0.11338 7.12729 0.07001 4.06415 6.76633 39.04797 25.19269 0.8493 24.48489 3.59714 8.05669 16.83238 0.20926 7.63494 9.8682 2904.74454 13.40714 0.04538 16.6806 110.31623 0.59961 0.24585 39.73446 9.03814 1130.72941 0.01815 0.73303 0.19654 0.13095 NA 5.66072 822.21883 179.33997 123.1075 0.06939 19.68791 42.449 4.09357 0.34124 17.47198 0.2082 2.1606 0.0093 18.41093 0.16512 3.37554 0.002 115.41922 3.58588 63.55467 0.1621 2.95775 0.31104 17.14229 20.20754 54.44569 NA 0.09278 0.1998 0.15 65.86848 NA 5199.68056 11 1990 362.4468 0.05778 27.7906 0.05563 84.91365 0.00632 249.62281 358.79973 NA 0.06416 33.03558 0.06303 0.24513 0.26226 0.19087 6.5739 151.17006 0.02636 13.12892 33.14725 3.02327 10.51344 0.07001 7.08362 10.31804 5.10982 0.002 0.12 0.0942 0.39 8.96555 0.77153 6.79794 4.79403 2.34701 0.374 0.01073 0.18879 3.68513 2.39344 4.20049 21.59975 3.53691 0.04166 0.13756 0.10739 0.3948 1.25519 0.01151 3.10954 19.32522 0.10396 0.01569 556.54704 3.24493 7.72295 9.96931 NA 8.89403 NA 0.74506 NA 5.14095 0.04744 4.98643 15.57213 NA 23.01585 56.9051 NA 16.15039 63.23 0.02911 10.1296 10.37188 0.25472 3.5082 56.76636 0.38297 NA 0.35911 NA 14.95151 4.24201 38.11941 9.92269 22.86595 NA NA NA 39.35077 8.60082 6.86542 56.56068 57.6413 288.36232 NA NA NA NA 288.36232 NA NA NA NA NA NA NA NA NA NA NA 135.1109 0.50065 58.1001 18.13996 4.47781 3.26656 2.14206 3.44018 1.79438 NA 0.44613 16.06076 12.5 1.82625 12.41608 630.91638 25.08903 8.29661 4.70544 1.26461 8.36104 5.53564 11.8845 0.33976 3.08497 5.84141 0.42914 2.266 39.04746 12.49088 0.49919 54.90738 0.3711 NA 51.53533 0.93808 0.94943 15.40774 6.11845 0.99599 23.35448 1.70326 2.13859 4.14639 11.63287 9.546 8.32711 1.92498 1.0616 23.99997 12.66657 1.47057 7.84173 96.60376 0.6 6.99932 0.00668 0.11593 7.34761 0.0708 4.2282 6.69204 38.47627 25.8881 0.8816 25.21428 3.72079 8.21101 17.45576 0.21737 7.85755 10.15604 2954.74639 13.44937 0.0472 16.95624 112.21257 0.61474 0.25289 40.46361 9.36752 1148.36447 0.01839 0.73962 0.20182 0.13413 NA 5.68796 838.15883 182.51628 123.5374 0.07129 20.01855 42.869 4.21045 0.35176 17.88222 0.21661 2.21754 0.00949 18.91826 0.1689 3.41168 0.002 118.81619 3.68283 65.08772 0.16283 3.0471 0.32113 17.36508 20.27825 55.19672 NA 0.09212 0.21367 0.15388 67.25811 NA 5286.92957 12 1991 367.70684 0.0581 28.1179 0.05554 86.48803 0.00633 252.98094 365.15137 NA 0.06403 33.50441 0.0663 0.24931 0.26334 0.19575 6.73148 153.58396 0.02751 13.35367 33.83221 3.09302 10.61114 0.07012 7.2248 10.42992 5.19624 0.002 0.12 0.09406 0.4 9.21325 0.77053 6.92983 4.93323 2.35772 0.378 0.01061 0.19014 3.87306 2.44075 4.32234 22.05702 3.56211 0.04141 0.13917 0.10796 0.39536 1.26039 0.01208 3.13141 19.79068 0.10481 0.01627 559.51433 3.18105 7.81842 10.00449 NA 8.77237 NA 0.76623 NA 5.15435 0.04757 5.01379 15.58677 NA 23.09752 57.24172 79.98424 NA NA 0.0281 10.25088 10.39781 0.25683 3.53077 56.77124 0.38715 NA 0.36258 NA 15.06622 4.26173 38.25322 9.91901 22.82556 NA NA NA 39.46142 8.66811 6.94985 57.65023 57.80509 289.94844 NA NA NA NA 289.94844 NA NA NA NA NA NA NA NA NA NA NA 137.61894 0.51543 60.49643 17.47737 4.64934 3.63483 0.95422 3.50613 1.86607 NA 0.46112 16.30577 12.93313 1.93669 12.88242 647.76698 25.68708 8.49681 4.85506 1.3031 8.64225 5.67438 12.2303 0.34683 3.17449 6.02822 0.44154 2.3374 40.36625 13.03952 0.55198 55.86165 0.38138 NA 53.20516 0.96043 0.98663 15.84823 6.55247 1.02022 24.12143 1.7325 1.81471 4.25939 11.98871 9.93081 8.51187 1.97343 1.07172 24.43372 12.9348 1.51199 8.08532 99.0925 0.607 7.14374 0.00673 0.1186 7.55397 0.07165 4.3349 6.46448 39.29952 26.76895 0.92247 25.97254 3.84605 8.36852 18.08214 0.22575 8.0883 10.43742 3002.08385 13.52717 0.04857 17.20212 113.91068 0.62504 0.25925 41.18056 9.70681 1163.61039 0.01864 0.74617 0.20708 0.13816 NA 5.752 853.72439 185.70794 123.94627 0.07266 20.36109 43.33991 4.33063 0.36386 18.37607 0.22722 2.27038 0.00967 19.44833 0.17333 3.4532 0.002 122.24818 3.78309 66.57223 0.16369 3.14458 0.33147 17.55905 20.49209 55.94196 NA 0.09126 0.2207 0.15772 68.63827 NA 5369.79076 13 1992 373.29069 0.0587 28.54489 0.05549 88.11103 0.00636 256.51422 371.43224 NA 0.06518 33.96685 0.06948 0.25356 0.2646 0.20082 6.89345 156.03206 0.02868 13.57416 34.52032 3.16836 10.69191 0.07028 7.36293 10.55381 5.28601 0.002 0.13 0.09465 0.41 9.36708 0.7673 7.06997 5.07988 2.37785 0.382 0.0105 0.192 4.01959 2.48923 4.44589 22.52165 3.58518 0.04154 0.14099 0.10822 0.3965 1.2635 0.01266 3.1531 20.24606 0.10571 0.01676 562.1496 3.07201 7.91497 10.04562 4.25601 8.65851 4.49401 0.78847 NA 5.17139 0.04778 5.04104 15.61859 10.26585 NA 57.56004 80.59776 NA NA 0.02809 10.32543 10.38305 0.25901 3.55776 56.86492 0.39255 1.88936 0.3659 NA 15.17424 4.28636 38.3707 9.92768 22.79703 NA NA 1.99921 39.55243 8.71887 7.02515 58.73117 57.96863 290.94832 3.37833 7.4594 10.22786 1.52872 NA 5.35529 16.54206 4.49544 2.61587 3.70028 4.43808 148.39981 5.50003 3.83023 51.86728 21.60964 142.57975 0.52971 62.31008 17.86828 4.82246 3.87091 1.41829 3.54803 1.93949 NA 0.47581 17.06075 13.31165 2.05629 13.368 664.43368 26.29845 8.74184 5.01014 1.34473 8.93497 5.85649 12.57475 0.35649 3.26652 6.26327 0.45453 2.4104 41.6454 13.42214 0.54709 56.62499 0.39202 NA 54.76061 0.98637 1.02546 16.29285 6.80052 1.051 25.01897 1.76171 1.89388 4.372 12.35668 10.3096 8.7424 2.04282 1.08481 24.86108 13.18 1.5525 8.33919 101.62507 0.62 7.29857 0.00678 0.12091 7.75925 0.0725 4.24628 6.11621 40.09107 27.66838 0.95902 26.76747 3.97281 8.52679 18.72945 0.2344 8.32181 10.72025 3049.4639 14.8552 0.04995 17.41893 115.75094 0.60166 0.26576 41.79115 10.14276 1177.53561 0.01858 0.75274 0.21217 0.14233 NA 5.8297 870.11319 188.90468 124.32927 0.07363 20.71138 43.83712 4.45418 0.37533 18.86191 0.23785 2.31795 0.00983 20.03337 0.17776 3.49155 0.002 124.96177 3.8866 67.97776 0.1648 3.23587 0.34204 17.75561 20.6872 56.69281 NA 0.09214 0.22761 0.16152 69.97972 NA 5454.29816 14 1993 378.74233 0.05924 28.95334 0.05564 89.74914 0.00638 259.91859 377.7438 NA 0.06633 34.40715 0.07407 0.25766 0.2657 0.20609 7.05434 158.51205 0.03001 13.78943 35.2056 3.25653 10.75667 0.07042 7.49428 10.75368 5.33415 0.002 0.13 0.09576 0.41 9.52288 0.7669 7.23284 5.23262 2.40685 0.386 0.01041 0.1945 4.14231 2.53836 4.57099 22.99269 3.6155 0.04206 0.14279 0.10854 0.39724 1.26512 0.01325 3.17479 20.69145 0.10658 0.01722 564.5766 3.06629 7.9886 10.08543 3.95502 8.44187 4.48607 0.80976 10.32643 5.18839 0.04609 5.06485 NA 10.30694 NA 57.86641 81.13227 NA NA 0.02722 10.38299 10.33003 0.26127 3.57835 57.0511 0.39808 1.91756 0.37001 NA 15.27494 4.31196 38.46775 9.96783 22.76576 NA 5.32358 1.99993 39.6377 8.76928 7.08838 59.80053 58.08795 291.21018 3.23157 7.48215 10.25044 1.49143 NA 5.24762 16.45163 4.49021 2.56571 3.689 4.44378 148.39023 5.54663 3.91796 51.88423 22.1276 146.00671 0.54425 63.09966 18.41148 4.99777 3.98707 1.48398 3.58539 2.01457 NA 0.49104 17.63636 13.68518 2.1842 13.88576 680.91751 26.91644 8.96626 5.25036 1.38935 9.2377 5.68543 12.92047 0.36624 3.36703 6.3791 0.4681 2.48894 43.02695 13.86057 0.53443 57.3843 0.40304 NA 56.03139 1.01316 1.06595 16.80537 6.98911 1.08446 25.81755 1.79079 1.95263 4.48362 12.73661 10.49511 8.95321 2.11924 1.09864 25.29264 13.69137 1.59514 8.60931 104.19968 0.63 7.59668 0.00684 0.12285 7.961 0.07332 4.09967 6.10102 40.94061 28.39476 0.98872 27.69659 3.95258 8.68412 19.42438 0.2433 8.55505 10.97637 3097.01107 16.81974 0.05138 17.6078 117.62067 0.57669 0.27311 42.43742 10.62423 1190.76183 0.01851 0.75933 0.21719 0.14383 NA 5.93451 886.74371 192.09324 124.66802 0.07467 21.07265 44.30704 4.58122 0.3844 19.33822 0.24691 2.35969 0.00982 20.64137 0.18246 3.53464 0.002 127.56273 3.99325 69.41697 0.16612 3.32815 0.35284 17.99715 20.88606 57.44296 NA 0.09378 0.23438 0.16526 71.28515 NA 5536.20819 15 1994 383.9166 0.05975 29.33081 0.05592 91.3379 0.0064 263.12582 384.26984 NA 0.06749 34.84689 0.07785 0.26151 0.26663 0.21155 7.21481 161.01706 0.0313 14.00122 35.88762 3.3512 10.81326 0.07092 7.62413 11.01255 5.3952 0.002 0.14 0.09675 0.42 9.77911 0.76765 7.39969 5.38981 2.43644 0.39 0.01034 0.19679 4.26426 2.58771 4.69758 23.46919 3.64924 0.04261 0.14464 0.10869 0.39877 1.26525 0.01384 3.19725 21.12604 0.10732 0.01769 566.98518 3.11116 8.02754 10.12291 3.78498 8.35334 4.51119 0.82921 10.33016 5.2056 0.0445 5.08604 NA 10.35104 NA 58.11596 81.41416 NA NA 0.02678 10.42983 10.29655 0.26608 3.59554 57.20409 0.40376 1.93503 0.37361 NA 15.3822 4.33664 38.5483 10.02769 22.73302 NA 5.34526 2.00104 39.70788 8.83149 7.14508 60.86709 58.24043 291.05061 3.12609 7.49498 10.23835 1.46754 NA 5.12081 16.18215 4.48619 2.52353 3.67964 4.44121 148.44237 5.60449 4.0039 51.63555 22.60382 148.9879 0.55868 63.46037 18.97609 5.17486 4.08473 1.55165 3.62071 2.07679 NA 0.50626 18.20242 14.06143 2.31918 14.39475 696.76671 27.52148 9.17228 5.48815 1.43369 9.57065 5.74968 13.26417 0.37592 3.46585 6.49669 0.48226 2.57029 44.48648 14.37992 0.54689 58.15695 0.41444 3.37969 54.03425 1.04081 1.10758 17.30185 7.20949 1.11651 26.45452 1.8195 1.91753 4.59332 13.12841 10.32045 9.17522 2.18334 1.1113 25.72317 14.78146 1.63833 8.89259 106.81404 0.64 6.50553 0.00689 0.12492 8.16615 0.07413 3.97796 6.26444 41.66156 29.16041 0.99492 28.79766 3.98199 8.8354 20.12759 0.25244 8.78912 11.08648 3144.70448 18.28771 0.05273 17.78109 119.51509 0.57472 0.2805 43.21759 10.97424 1203.80174 0.01842 0.76592 0.22207 0.14316 NA 6.06729 903.57929 195.3278 125.01405 0.07561 21.32897 44.7189 4.71183 0.39294 19.83502 0.25338 2.40065 0.00982 21.24674 0.18745 3.5843 0.002 130.74625 4.1031 70.94455 0.16748 3.42798 0.36385 18.24706 21.09325 58.19106 NA 0.09444 0.22598 0.16894 72.55954 NA 5616.68132 16 1995 388.97216 0.06029 29.69053 0.05619 92.88035 0.0064 266.27839 390.75665 NA 0.06871 35.27384 0.07996 0.26518 0.26767 0.21717 7.37487 163.54428 0.03249 14.20661 36.53183 3.44474 10.86545 0.07142 7.75897 11.26561 5.47983 0.002 0.15 0.09774 0.42 10.02782 0.76916 7.5704 5.55079 2.46907 0.394 0.01027 0.19891 4.38462 2.63817 4.82556 23.94219 3.6831 0.04313 0.1465 0.10879 0.40283 1.26432 0.01444 3.21926 21.549 0.10782 0.01813 569.20044 3.15815 8.04743 10.15546 3.70896 8.25581 4.49668 0.84735 10.32383 5.23261 0.04354 5.10465 NA 10.39051 NA 58.36558 81.6537 NA NA 0.02677 10.45755 10.28081 0.26753 3.61389 57.29941 0.4097 1.95405 0.37689 NA 15.45905 4.3591 38.60064 10.06554 22.68741 NA 5.36159 2.00283 39.76471 8.87789 7.18796 61.94015 58.42269 290.85266 3.06875 7.55494 10.20523 1.44651 NA 5.01295 15.87849 4.53222 2.48801 3.67358 4.4326 148.49027 5.67823 4.07873 51.24484 23.06733 152.34103 0.57295 64.21727 19.56361 5.3529 4.17643 1.62105 3.6539 2.13857 NA 0.52121 18.75504 14.44857 2.45798 14.86156 713.37126 28.08915 9.41912 5.64683 1.47759 9.90278 6.16495 13.60316 0.38543 3.54441 6.76969 0.49701 2.65 46.29859 14.8458 0.55303 58.94503 0.42623 3.565 55.54997 1.06907 1.1498 17.70406 7.4457 1.14333 27.12391 1.84757 1.90028 4.66286 13.53236 10.26405 9.33602 2.23479 1.12312 26.1476 15.76475 1.68148 9.19933 109.46508 0.65 5.47298 0.00695 0.12714 8.37806 0.07493 3.88144 6.40072 42.22792 29.95296 1.00364 29.7529 4.20291 8.97627 20.68952 0.26387 9.02068 11.15949 3191.91196 19.22594 0.05391 17.97563 121.44231 0.56631 0.28799 43.99398 11.23414 1216.37844 0.01831 0.77252 0.22676 0.14419 NA 6.22535 920.58497 198.63437 125.34135 0.07654 21.53398 45.10508 4.84612 0.4013 20.33903 0.26058 2.44704 0.00982 21.87667 0.19178 3.64018 0.002 134.18537 4.21589 72.59743 0.16889 3.54287 0.37507 18.47588 21.29041 58.94228 NA 0.0952 0.23015 0.17255 73.78339 NA 5697.40615 17 1996 393.9428 0.06087 30.02632 0.05634 94.39858 0.00641 269.39428 397.13002 NA 0.07006 35.68296 0.08307 0.26888 0.26881 0.22297 7.5344 166.08586 0.03368 14.40541 37.09791 3.536 10.9117 0.071 7.89898 11.52648 5.56411 0.002 0.15 0.09865 0.43 10.26795 0.76889 7.74067 5.71284 2.50125 0.399 0.00795 0.20124 4.50076 2.68979 4.95484 24.40212 3.72466 0.04358 0.14817 0.10877 0.40761 1.26246 0.01504 3.24212 21.96076 0.10809 0.01858 571.23256 3.2036 8.06085 10.17893 3.6085 8.16103 4.46403 0.8643 10.31182 5.26208 0.04359 5.12031 NA 10.45074 NA 58.61602 81.89067 NA NA 0.02678 10.47942 10.2593 0.269 3.63618 57.39232 0.41557 1.9711 0.37996 NA 15.52781 4.38128 38.62984 10.09992 22.62247 NA 5.37319 2.00743 39.82056 8.89223 7.21214 63.0178 58.58181 290.62283 3.0634 7.62844 10.17097 1.42783 NA 4.93457 15.69609 4.59819 2.46028 3.66832 4.42212 148.3117 5.76436 4.14267 50.81005 23.52386 155.84253 0.58639 65.11578 20.16797 5.51452 4.28166 1.69316 3.68504 2.19966 NA 0.53602 19.29336 14.8437 2.59958 15.32572 730.48755 28.60404 9.65061 5.82023 1.52091 10.22018 6.20373 13.94474 0.3948 3.62161 7.051 0.51232 2.73125 47.19667 15.28145 0.56843 59.75782 0.43842 3.73306 57.19265 1.09771 1.19258 18.08539 7.70157 1.16626 27.79029 1.86905 1.93223 4.69528 13.94848 10.52681 9.5158 2.27068 1.13534 26.56357 16.29834 1.72432 9.52474 112.14902 0.66 6.54646 0.007 0.12953 8.59491 0.07571 3.8105 6.57426 42.79396 30.63013 1.03245 30.39214 4.40207 9.10886 21.24872 0.27767 9.25485 11.31695 3238.06006 19.86465 0.05496 18.19585 123.43252 0.56533 0.29557 44.72671 11.48458 1227.88219 0.01818 0.77889 0.2313 0.14532 NA 6.39156 937.72548 202.01216 125.64531 0.0779 21.60596 45.46797 4.94763 0.4104 20.85669 0.27053 2.49485 0.00983 22.50257 0.19553 3.69501 0.002 137.91117 4.33107 74.33582 0.17033 3.67228 0.38649 18.67967 21.45771 59.67497 NA 0.0962 0.23427 0.1761 74.94655 NA 5777.31836 18 1997 398.97205 0.06145 30.3056 0.05651 95.89515 0.00642 272.64693 403.41352 NA 0.07145 36.10216 0.08621 0.27256 0.27006 0.22895 7.69515 168.63874 0.03487 14.60109 37.61994 3.62532 10.95186 0.07028 8.03994 11.79247 5.63681 0.00243 0.16 0.09957 0.43 10.49612 0.76841 7.90968 5.87503 2.53118 0.403 0.00595 0.20354 4.61188 2.74368 5.08116 24.84715 3.75943 0.04407 0.14971 0.10861 0.41339 1.26015 0.01565 3.26667 22.3618 0.10836 0.01903 573.25103 3.22541 8.06988 10.19979 3.607 8.06606 4.44459 0.87985 10.30071 5.28366 0.04405 5.13441 NA 10.47286 NA 58.8725 82.01107 NA NA 0.02675 10.50237 10.22955 0.27119 3.68123 57.5052 0.42101 1.98486 0.38295 NA 15.60446 4.40567 38.65496 10.15642 22.55774 NA 5.38301 2.01161 39.90724 8.89762 7.22506 64.09769 58.73261 290.27955 3.059 7.67788 10.12884 1.41335 NA 4.88348 15.48452 4.66348 2.43597 3.66437 4.41628 148.06741 5.86469 4.20061 50.36745 23.95222 162.21659 0.59893 66.04188 20.78125 5.66009 4.38525 1.76564 3.71429 2.25973 2.8338 0.55086 19.81838 15.24445 2.74633 15.81571 747.90581 29.08356 9.85558 6.00623 1.56319 10.54257 6.24364 14.29013 0.404 3.70738 7.26171 0.52812 2.80247 47.73982 15.68623 0.59249 61.07191 0.45103 3.84158 58.80542 1.12694 1.23585 18.47351 7.79106 1.19411 28.45861 1.88354 2.09745 4.76892 14.3766 10.83884 9.78384 2.31522 1.14835 26.96872 16.75966 1.76614 9.8513 114.86204 0.67 7.64742 0.00706 0.13209 8.80985 0.07641 3.76521 6.75108 43.35363 31.4161 1.06106 31.09265 4.57245 9.23529 21.86101 0.29184 9.51552 11.46939 3282.33448 20.49022 0.05597 18.41526 125.50582 0.57484 0.30311 45.42617 11.72171 1238.12566 0.01787 0.78561 0.23577 0.1468 NA 6.49592 954.92605 205.27672 125.95649 0.07969 21.47045 45.80783 5.0549 0.41699 21.40715 0.27571 2.53922 0.00987 23.10934 0.19938 3.73642 0.002 141.4455 4.44837 76.05706 0.17181 3.80231 0.39809 18.8682 21.63853 60.36736 NA 0.09744 0.2384 0.17962 76.05286 NA 5858.37302 19 1998 403.85585 0.06198 30.55166 0.05661 97.32506 0.00642 275.8541 409.62879 NA 0.07278 36.51792 0.0882 0.27599 0.27129 0.23513 7.8589 171.20116 0.03606 14.79216 38.13259 3.71374 10.99853 0.07004 8.18221 12.05063 5.71157 0.0026 0.17 0.10039 0.43 10.70814 0.7726 8.08056 6.0391 2.56043 0.407 0.00338 0.20581 4.71974 2.79723 5.20018 25.27571 3.7811 0.04461 0.15102 0.1084 0.41993 1.25764 0.01627 3.28869 22.75136 0.10854 0.01948 575.25757 3.21277 8.07862 10.21703 3.81758 7.97177 4.42019 0.89373 10.29095 5.30277 0.04456 5.14698 NA 10.34279 NA 59.13674 82.02367 NA NA 0.02675 10.52007 10.2004 0.274 3.72801 57.57648 0.4265 1.99547 0.38561 NA 15.69926 4.43272 38.66876 10.22483 22.51138 NA 5.39024 2.01081 40.0461 8.90268 7.23953 65.17718 58.92063 289.91891 3.04915 7.72649 10.09203 1.40097 NA 4.8485 15.2471 4.7299 2.41317 3.66117 4.41181 147.81335 5.98349 4.26226 49.9372 24.34233 165.85793 0.61118 66.95374 21.40271 5.80873 4.48522 1.83621 3.74182 2.31861 2.92452 0.57056 20.32909 15.64985 2.8985 16.3272 765.93193 29.53558 10.03917 6.20232 1.60401 10.87271 6.41743 14.63798 0.41297 3.79796 7.47932 0.54444 2.88 48.75971 16.04536 0.62088 62.41172 0.46406 3.96311 60.4839 1.15717 1.27957 18.88771 7.90661 1.22224 29.12289 1.8966 2.34951 4.8841 14.81658 11.15534 10.04609 2.3741 1.16066 27.36105 17.22003 1.80653 10.19566 117.59957 0.68 8.04184 0.00712 0.1348 9.03714 0.07717 3.74573 6.9652 43.96192 32.36192 1.0894 31.95096 4.71517 9.35274 22.50214 0.30635 9.78077 11.60692 3325.29036 21.13212 0.05693 18.62084 127.66013 0.58527 0.31053 46.11082 11.94447 1247.50222 0.01738 0.79269 0.24024 0.14972 NA 6.54456 972.11281 208.47748 126.24609 0.08153 21.20487 46.15151 5.16765 0.42161 21.97723 0.28118 2.58152 0.00989 23.70029 0.20324 3.76231 0.002 144.88529 4.5678 77.74055 0.17331 3.90453 0.40984 19.05566 21.83444 61.03791 NA 0.09887 0.24244 0.18309 77.1075 NA 5935.74132 20 1999 408.60296 0.06251 30.82026 0.0567 98.61691 0.00643 279.04017 415.63607 NA 0.07402 36.92342 0.08926 0.27931 0.2725 0.24148 8.02556 173.76387 0.03725 14.97655 38.56386 3.80017 11.05298 0.07035 8.3252 12.26831 5.78837 0.0028 0.17 0.10099 0.43 10.90342 0.78005 8.24971 6.19088 2.58887 0.414 0.00338 0.20802 4.82722 2.84779 5.31154 25.68629 3.80008 0.04513 0.15211 0.10812 0.42626 1.25463 0.01689 3.30831 23.12864 0.1086 0.01993 577.29902 3.18733 8.09416 10.23566 3.95865 7.89323 4.40838 0.90688 10.28044 5.32013 0.04512 5.1581 NA 10.1599 NA 59.40602 82.07478 NA NA 0.02676 10.53675 10.17161 0.27728 3.77486 57.63023 0.43253 2.00499 0.3878 NA 15.80195 4.46338 38.66554 10.28338 22.47629 NA 5.39574 2.00965 40.25144 8.90979 7.26468 66.254 59.15164 289.39641 3.04762 7.76871 10.06395 1.38976 NA 4.81567 15.08462 4.79657 2.39366 3.65845 4.40307 147.35217 6.11086 4.32469 49.48506 24.70155 169.46952 0.62308 67.80393 22.0356 5.96029 4.58483 1.90567 3.76753 2.37618 3.01665 0.59711 20.82455 16.05894 3.05608 16.85909 784.59937 29.97982 10.21544 6.40677 1.64294 11.22531 6.63114 14.9885 0.42168 3.88922 7.70874 0.56126 2.97232 50.28355 16.45688 0.64626 63.77347 0.47754 4.07957 62.2794 1.19565 1.3237 19.3145 8.1544 1.25041 29.7955 1.90767 2.49539 5.00314 15.27126 11.47685 10.33565 2.43691 1.17313 27.74199 17.67673 1.8467 10.56322 120.3692 0.7 8.22235 0.00718 0.13767 9.25282 0.07814 3.73557 7.17102 44.52627 33.22446 1.11714 32.80803 4.85245 9.46255 23.22767 0.32118 10.05002 11.73308 3367.43739 21.82157 0.05785 18.83025 129.87906 0.59563 0.3179 46.78168 12.15466 1255.9925 0.01686 0.79908 0.24472 0.15259 NA 6.59931 989.25019 211.6872 126.4944 0.08334 21.10209 46.48542 5.28581 0.42777 22.55341 0.29148 2.62305 0.00987 24.26987 0.20718 3.78176 0.002 148.3792 4.68932 79.44813 0.17476 3.96775 0.42172 19.24104 22.00781 61.63419 NA 0.10051 0.2463 0.18651 78.14167 NA 6012.44075 21 2000 413.3245 0.06306 31.09956 0.05689 99.92662 0.00641 282.17196 421.4539 NA 0.07535 37.33565 0.09 0.28259 0.27368 0.248 8.1951 176.31962 0.03844 15.15574 38.91035 3.88258 11.10586 0.07082 8.46891 12.44584 5.84982 0.00285 0.17 0.10161 0.43 11.08503 0.78556 8.41289 6.3594 2.61563 0.416 0.00395 0.21018 4.93515 2.89951 5.41824 26.0867 3.81441 0.04566 0.1533 0.10786 0.43249 1.25178 0.01751 3.32808 23.49275 0.10864 0.02038 579.66957 3.15835 8.11341 10.26362 4.03546 7.8185 4.41083 0.91968 10.27013 5.33742 0.04579 5.1686 NA 10.03677 NA 59.70356 82.18791 NA NA 0.02727 10.55911 10.14743 0.28104 3.8222 57.74642 0.43878 2.01451 0.38995 NA 15.90785 4.4924 38.65416 10.3356 22.44735 NA 5.40032 2.01056 40.589 8.92357 7.29913 67.3293 59.38361 288.71912 3.04256 7.80905 10.0337 1.37984 NA 4.77721 15.03214 4.85105 2.37618 3.65439 4.39081 146.70997 6.2297 4.38549 49.00522 25.04182 173.09215 0.63462 68.63155 22.67908 6.11457 4.68762 1.97408 3.7915 2.43238 3.11009 0.62696 21.3119 16.47124 3.2193 17.40726 803.61288 30.42923 10.37727 6.61912 1.67968 11.58775 6.8227 15.34304 0.43013 3.97986 7.94268 0.57863 3.10394 51.84855 16.88458 0.66942 65.15855 0.49148 4.19731 64.16496 1.23643 1.36822 19.75162 8.35041 1.27886 30.50798 1.91632 2.60067 5.12544 15.74194 11.80151 10.62082 2.50087 1.18593 28.11304 18.12456 1.89344 10.95143 123.17882 0.72 8.39841 0.00723 0.14069 9.46928 0.07916 3.80906 7.38572 45.0641 34.1093 1.14393 33.71212 4.99183 9.56755 23.95582 0.3363 10.34517 11.82003 3408.81144 22.02095 0.05777 19.05319 132.15077 0.60587 0.3253 47.43887 12.35115 1263.63753 0.01631 0.80493 0.24918 0.15532 NA 6.65872 1006.3003 214.67661 126.72922 0.08512 21.26345 46.83884 5.39741 0.43174 23.15128 0.29998 2.66376 0.00986 24.81816 0.21119 3.8004 0.002 152.42904 4.81279 81.22208 0.17621 4.03675 0.43373 19.43587 22.18286 62.15674 NA 0.10235 0.24999 0.18986 79.17798 NA 6088.68355 22 2001 417.83236 0.06361 31.37674 0.05713 101.24696 0.00637 285.08156 427.24012 NA 0.07673 37.69417 0.09097 0.28569 0.27491 0.25464 8.36745 178.86966 0.03962 15.33189 39.31245 3.95621 11.15582 0.07121 8.61355 12.62912 5.8837 0.0029 0.17756 0.10229 0.43117 11.28435 0.78626 8.56858 6.52698 2.64051 0.41845 0.00424 0.21229 5.04262 2.95229 5.5234 26.48533 3.83777 0.04619 0.1544 0.10761 0.43851 1.24905 0.01813 3.34802 23.84387 0.10875 0.02084 582.3036 3.128 8.13169 10.29168 4.11129 7.73842 4.43911 0.93263 10.26231 5.35583 0.04659 5.18031 NA 9.99537 NA 60.0299 82.28055 NA NA 0.02802 10.58152 10.12993 0.28481 3.8727 57.87254 0.44478 2.02391 0.39187 NA 16.01744 4.5152 38.64364 10.38675 22.4155 NA 5.40468 2.01118 41.04689 8.93991 7.34377 68.4049 59.61997 287.98099 3.02759 7.84723 9.99979 1.36998 NA 4.74616 15.05225 4.90133 2.35823 3.64575 4.37837 145.99031 6.3391 4.44458 48.50792 25.37238 176.80343 0.64589 69.53153 23.33473 6.25134 4.79335 2.04256 3.81411 2.4873 3.20475 0.65885 21.79609 16.88507 3.38733 17.97054 823.10298 30.87431 10.53839 6.83901 1.71401 12.03936 7.04302 15.70686 0.43845 4.05393 8.17941 0.59646 3.23999 53.49657 17.31097 0.69299 66.57408 0.50592 4.33799 66.12258 1.26915 1.41305 20.19629 8.41692 1.30645 31.2987 1.92234 2.67979 5.25089 16.22682 12.12867 10.91763 2.56579 1.19788 28.47748 18.55916 1.9351 11.36215 126.01433 0.73257 8.61098 0.00728 0.14385 9.7162 0.08017 4.04341 7.62677 45.57622 35.02449 1.16952 34.56725 5.13457 9.67117 24.69 0.35169 10.6461 11.86786 3450.06017 22.0222 0.05874 19.29426 134.47753 0.61598 0.33265 48.08106 12.53961 1270.74423 0.01573 0.81073 0.25361 0.15833 NA 6.71338 1023.29508 217.83628 126.97191 0.08676 21.49473 47.17781 5.49852 0.43478 23.73736 0.30591 2.70447 0.00989 25.33561 0.21528 3.83576 0.00212 156.79544 4.93745 83.09528 0.17779 4.12023 0.44591 19.64627 22.33581 62.68514 NA 0.10426 0.25365 0.19317 80.20948 NA 6165.32364 23 2002 422.05268 0.06418 31.64096 0.05736 102.47993 0.00633 287.80391 433.05116 NA 0.07794 37.99945 0.09217 0.28858 0.27622 0.2613 8.54249 181.41759 0.0408 15.50394 39.80495 4.02095 11.20269 0.07153 8.7569 12.82728 5.90183 0.00293 0.18224 0.10284 0.43568 11.50667 0.78273 8.72319 6.69369 2.66498 0.42223 0.00481 0.21434 5.14998 3.00342 5.62689 26.88171 3.85827 0.04669 0.1553 0.10726 0.44433 1.24584 0.01875 3.36782 24.19177 0.10892 0.0213 585.01784 3.09803 8.14831 10.31197 4.16542 7.6618 4.48102 0.94681 10.2563 5.37469 0.04735 5.19304 NA 10.00203 NA 60.3632 82.35067 NA NA 0.0282 10.60386 10.11278 0.28803 3.93313 57.95519 0.45079 2.03044 0.39352 NA 16.12283 4.53559 38.62598 10.43387 22.36575 NA 5.41005 2.0115 41.63961 8.95417 7.3946 69.47904 59.84827 287.1886 3.01382 7.88378 9.95519 1.36012 NA 4.72836 15.07722 4.95916 2.34021 3.63323 4.36712 145.16262 6.45201 4.50262 48.05682 25.69631 180.37562 0.65697 70.28374 24.00405 6.36954 4.90206 2.11225 3.83546 2.54108 3.30059 0.69173 22.27404 17.29982 3.5581 18.5462 843.06171 31.31248 10.76051 7.06449 1.74618 12.58496 7.28679 16.09444 0.4467 4.12842 8.43619 0.61467 3.33042 55.20041 17.68765 0.71635 68.02312 0.52076 4.50543 68.18727 1.30042 1.45811 20.66146 8.5203 1.33312 32.15532 1.92564 2.75304 5.37924 16.72589 12.46009 11.21969 2.63185 1.20959 28.8389 18.97917 1.96067 11.79208 128.86432 0.74387 8.85737 0.00734 0.14713 9.97244 0.08113 4.28683 7.89678 46.07695 35.9266 1.19371 35.3831 5.27793 9.77448 25.46958 0.36739 10.91696 11.86602 3490.97008 23.05074 0.05964 19.53494 136.86984 0.62594 0.33999 48.71575 12.7292 1277.59472 0.01515 0.81667 0.25798 0.16106 NA 6.76248 1040.28482 220.97191 127.18724 0.08826 21.71214 47.43728 5.57803 0.43898 24.28261 0.31186 2.74455 0.00992 25.81505 0.21944 3.89633 0.00213 160.26923 5.0626 84.93641 0.17943 4.19778 0.45822 19.87007 22.45063 63.21312 NA 0.10616 0.25739 0.19646 81.25796 NA 6241.71768 24 2003 426.06238 0.06476 31.88931 0.05754 103.71806 0.00629 290.32642 438.97976 NA 0.07907 38.33688 0.09372 0.29135 0.27755 0.26796 8.71906 183.95992 0.04199 15.67191 40.35102 4.08382 11.24668 0.07173 8.89658 13.07418 5.91985 0.00297 0.18692 0.10332 0.44019 11.72521 0.77981 8.88367 6.86205 2.68915 0.426 0.00449 0.21632 5.25701 3.05361 5.72855 27.2752 3.87664 0.04714 0.15601 0.10688 0.44993 1.24243 0.01936 3.38734 24.54543 0.10915 0.02176 587.74208 3.06967 8.16266 10.33082 4.24318 7.5884 4.49778 0.96465 10.25109 5.39414 0.04795 5.20441 NA 9.99637 NA 60.6916 82.39833 NA NA 0.02832 10.62595 10.09199 0.29106 4.00217 58.02709 0.45676 2.03515 0.39518 NA 16.22325 4.5554 38.60285 10.47996 22.30468 NA 5.41641 2.0116 42.32103 8.97031 7.44147 70.54864 60.0718 286.4099 3.00171 7.92412 9.90521 1.35072 NA 4.71092 15.10758 5.01915 2.32294 3.62009 4.35639 144.30785 6.56785 4.55613 47.66708 25.99214 183.75095 0.66785 70.81183 24.68518 6.49192 5.01378 2.18395 3.85548 2.59379 3.398 0.72512 22.74289 17.71535 3.7317 19.13411 863.1923 31.7409 11.05709 7.29371 1.77709 13.06539 7.55265 16.48901 0.45483 4.21492 8.74574 0.63327 3.41425 56.88554 18.068 0.69078 69.50186 0.53593 4.70002 70.36607 1.33262 1.5034 21.1372 8.75554 1.35992 33.04178 1.92635 2.76968 5.51013 17.23952 12.7968 11.5228 2.69924 1.221 29.19706 19.38308 1.98343 12.23931 131.72752 0.75517 9.09847 0.00739 0.15051 10.24014 0.08205 4.46568 8.17424 46.56663 36.70783 1.21644 36.19879 5.42496 9.87718 26.32196 0.3834 11.17251 11.81552 3531.28903 24.38858 0.0605 19.76654 139.30503 0.63576 0.34726 49.34468 12.92071 1284.30332 0.0146 0.82318 0.2623 0.16361 NA 6.80974 1057.25112 223.06967 127.35774 0.0897 21.89828 47.65663 5.654 0.44418 24.8804 0.31849 2.78408 0.00993 26.27538 0.22369 3.95813 0.00215 163.16564 5.18811 86.75169 0.18109 4.27679 0.47065 20.09749 22.54347 63.73055 0.99855 0.10817 0.26116 0.19971 82.29659 NA 6317.4264 25 2004 430.26938 0.06534 32.13476 0.0577 104.95959 0.00625 293.04574 445.01525 NA 0.08019 38.74183 0.09546 0.29406 0.27882 0.27462 8.89597 186.4886 0.04316 15.83563 40.92215 4.1467 11.28785 0.07193 9.03239 13.3684 5.93512 0.00297 0.19131 0.10397 0.44452 11.93999 0.77948 9.04569 7.02944 2.713 0.426 0.00496 0.21824 5.36349 3.10418 5.82816 27.66518 3.89393 0.04753 0.15666 0.10648 0.45532 1.23933 0.01997 3.40639 24.90462 0.10935 0.02222 590.55745 3.04564 8.17476 10.34828 4.34559 7.51797 4.49687 0.98719 10.24618 5.41339 0.04829 5.21451 NA 9.98628 NA 61.04681 82.42461 NA NA 0.02841 10.64753 10.07261 0.29397 4.09116 58.08669 0.46269 2.04009 0.39685 NA 16.3182 4.57456 38.58044 10.52415 22.24763 NA 5.42357 2.01147 43.00016 8.9864 7.48431 71.61354 60.37665 285.7158 2.99136 7.96835 9.85595 1.34166 NA 4.69389 15.1437 5.08143 2.30631 3.6079 4.34742 143.50743 6.68843 4.60847 47.30539 26.2681 187.25346 0.67855 71.4395 25.37625 6.61773 5.12826 2.25843 3.87449 2.64561 3.49718 0.75882 23.20004 18.13682 3.90795 19.73383 883.59024 32.15767 11.39113 7.52683 1.80783 13.47809 7.85873 16.87275 0.4628 4.28875 9.09766 0.65226 3.50374 58.62998 18.50438 0.65741 71.00947 0.55142 4.90734 72.63721 1.36441 1.54888 21.60098 8.97198 1.38693 33.96709 1.9249 2.79594 5.64308 17.76815 13.14014 11.82733 2.76795 1.23206 29.55151 19.77284 2.00665 12.70466 134.60451 0.76615 9.36125 0.00743 0.15397 10.51912 0.08297 4.6022 8.45947 47.03287 37.44223 1.23795 36.98997 5.57821 9.97893 27.23366 0.39974 11.4337 11.73505 3570.71937 25.00134 0.06146 19.99508 141.7344 0.64541 0.35431 49.9622 13.10994 1291.0018 0.01409 0.82982 0.26655 0.16612 NA 6.85513 1074.15902 226.00413 127.4805 0.09112 22.05448 47.85385 5.74604 0.45523 25.47547 0.3266 2.82457 0.00997 26.70832 0.22802 4.00601 0.00216 166.22361 5.31389 88.62179 0.18277 4.35389 0.48317 20.30327 22.62239 64.24084 1.02005 0.11026 0.26494 0.20293 83.35245 NA 6393.12094 26 2005 434.47232 0.06591 32.38638 0.05778 106.2029 0.0062 295.75315 451.05504 NA 0.08128 39.18126 0.09698 0.29671 0.28004 0.28129 9.07294 188.99308 0.04434 15.99504 41.48778 4.20869 11.32615 0.07212 9.16447 13.66232 5.95622 0.00297 0.19131 0.10459 0.44452 12.18255 0.7765 9.20467 7.19307 2.73651 0.426 0.00453 0.2201 5.46918 3.15503 5.92554 28.05111 3.91072 0.0479 0.15737 0.10607 0.4605 1.23669 0.02057 3.42489 25.26918 0.1096 0.02268 593.44305 3.02453 8.18469 10.36439 4.43049 7.45035 4.4959 1.01074 10.24114 5.43234 0.04831 5.22344 NA 9.96876 NA 61.43496 82.43139 NA NA 0.02846 10.66835 10.05762 0.29674 4.19919 58.13264 0.46857 2.04526 0.39853 NA 16.40749 4.59304 38.55798 10.56621 22.19716 NA 5.43136 2.01107 43.70437 9.00177 7.5231 72.67381 60.73887 285.13088 2.9829 8.01557 9.80913 1.33289 NA 4.6774 15.18584 5.14628 2.29024 3.59662 4.34018 142.77558 6.81479 4.66416 46.95942 26.53989 190.98173 0.68905 72.28271 26.07609 6.74292 5.2454 2.33662 3.89239 2.69689 3.59785 0.78567 23.64221 18.56267 4.0866 20.34467 904.41715 32.56074 11.70695 7.77771 1.84012 13.90389 8.16194 17.26147 0.4706 4.36304 9.40066 0.67164 3.604 60.47351 18.9205 0.6664 72.54351 0.56723 5.06956 74.98029 1.39569 1.59451 22.06238 9.15373 1.41416 34.91178 1.92212 2.93008 5.77753 18.31216 13.49211 12.13382 2.83794 1.24282 29.90096 20.15401 2.02836 13.18887 137.49506 0.76615 9.61107 0.00748 0.15751 10.80412 0.08389 4.70805 8.75245 47.48345 38.36308 1.25898 37.77057 5.71452 10.07938 28.19939 0.4154 11.71036 11.63947 3609.62956 25.53805 0.0624 20.23235 144.13874 0.6549 0.36111 50.57209 13.2974 1297.76532 0.0136 0.83656 0.27074 0.16861 NA 6.89869 1090.97303 228.89575 127.53719 0.09259 22.19857 48.00516 5.83636 0.47403 25.96812 0.33625 2.86599 0.01001 27.09387 0.2324 4.04606 0.00216 169.27864 5.43977 90.43579 0.18449 4.42572 0.49575 20.50426 22.70108 64.7426 1.04181 0.11245 0.25814 0.20609 84.42493 NA 6469.12974 27 2006 438.82964 0.06644 32.65668 0.05764 107.44953 0.00615 298.59321 457.01699 NA 0.08234 39.61443 0.0985 0.29929 0.28121 0.28795 9.24971 191.46901 0.04552 16.15084 42.04625 4.26977 11.36155 0.07225 9.29504 13.91706 5.97089 0.00297 0.19131 0.1052 0.44452 12.45475 0.77021 9.35756 7.35516 2.75961 0.426 0.00463 0.22189 5.57459 3.20648 6.02047 28.43259 3.92674 0.04828 0.15813 0.10569 0.46561 1.23456 0.02117 3.44295 25.64146 0.10976 0.02313 596.28503 3.00578 8.19288 10.37907 4.49898 7.38537 4.49475 1.03103 10.23546 5.45066 0.04832 5.23137 NA NA NA 61.82613 82.4223 NA NA 0.02854 10.68806 10.04627 0.29939 4.30902 58.16346 0.47441 2.05055 0.40021 0.69187 16.49146 4.61082 38.53687 10.60587 22.15048 9.2528 5.43945 2.01035 44.43175 9.0166 7.55793 73.72612 61.10066 284.59973 2.97637 8.06616 9.76574 1.32433 NA 4.66147 15.23324 5.2139 2.27474 3.58591 4.33401 142.06949 6.94406 4.71951 46.62033 26.81046 195.2996 0.69934 73.1844 26.78418 6.86688 5.61722 2.41946 3.8511 2.7482 3.69993 0.80258 24.0732 19.32269 4.26591 20.96452 925.68403 32.95925 11.99281 8.03171 1.87578 14.34353 8.46451 17.65786 0.47831 4.44895 9.64896 0.69137 3.70406 62.37591 19.3268 0.67914 74.10059 0.58335 5.21433 77.4114 1.42639 1.64029 22.52438 9.34573 1.44275 35.89065 1.9192 3.10761 5.91323 18.87216 13.85568 12.44653 2.9091 1.25343 30.24777 20.53002 2.04915 13.69295 140.39777 0.76615 9.85722 0.00752 0.16111 11.09611 0.0848 4.81762 9.03018 47.92567 39.3964 1.2798 38.56853 5.8654 10.17973 29.2065 0.43032 12.01326 11.54433 3648.16942 26.23521 0.06322 20.48947 146.51711 0.66421 0.36782 51.16167 13.49871 1304.26188 0.01313 0.84395 0.27487 0.17109 NA 6.94043 1107.62435 231.82024 127.51517 0.09406 22.33156 48.12356 5.93079 0.49943 26.43216 0.34812 2.9084 0.00957 27.45895 0.23651 4.0878 0.00216 172.38187 5.56556 92.26694 0.18625 4.49215 0.50838 20.71793 22.78187 65.23501 1.06384 0.11471 0.24957 0.20922 85.47054 NA 6545.88444 28 2007 443.3473 0.06692 32.93596 0.05753 108.70089 0.0061 301.5799 462.89157 NA 0.08343 40.04882 0.10002 0.30197 0.28236 0.29461 9.42594 193.91858 0.04669 16.30385 42.59732 4.33113 11.39404 0.07238 9.42623 14.13496 5.98175 0.00297 0.19131 0.10589 0.44452 12.72811 0.76381 9.50049 7.51621 2.78222 0.426 0.00451 0.22365 5.68021 3.25833 6.113 28.8093 3.94124 0.04866 0.15887 0.10531 0.47078 1.23281 0.02176 3.46061 26.02353 0.10982 0.02359 599.16377 2.99158 8.19978 10.39223 4.5522 7.32286 4.49331 1.04891 10.22874 5.46812 0.04849 5.23846 NA NA NA 62.22577 82.401 NA NA 0.02861 10.70629 10.03423 0.30193 4.41998 58.17808 0.48022 2.05592 0.40188 0.68474 16.57061 4.62793 38.51824 10.64284 22.10615 9.23257 5.4475 2.00925 45.21164 9.03109 7.58892 74.76784 61.50589 284.11939 2.97165 8.12025 9.72472 1.31591 NA 4.646 15.28493 5.28415 2.25981 3.57544 4.32882 141.37775 7.0766 4.77423 46.29986 27.07927 200.13219 0.70938 74.09327 27.50016 6.99006 5.99719 2.50672 3.89556 2.80028 3.80337 0.8149 24.49852 20.48772 4.44401 21.59104 947.55885 33.36274 12.2636 8.27816 1.91342 14.79717 8.78294 18.06038 0.48599 4.54373 9.88566 0.71142 3.80233 64.3902 19.74695 0.69438 75.67654 0.59976 5.35768 79.9358 1.45645 1.68614 22.9807 9.56922 1.47278 36.91372 1.91686 3.26994 6.0499 19.44882 14.23279 12.76879 2.98145 1.2639 30.59445 20.90558 2.06903 14.21471 143.3121 0.76615 10.14108 0.00756 0.16475 11.3943 0.0857 4.91833 9.29161 48.36713 40.52607 1.29991 39.38422 6.04238 10.28121 30.26261 0.4454 12.34108 11.44319 3686.3589 26.91153 0.06403 20.74963 148.89374 0.67335 0.37458 51.75584 13.71869 1310.58354 0.01269 0.85211 0.27896 0.17354 NA 6.98041 1124.1348 234.694 127.43349 0.09548 22.45422 48.25015 6.03541 0.52553 26.89556 0.36497 2.95179 0.00912 27.82789 0.24045 4.13018 0.00216 175.49508 5.69109 94.15747 0.18796 4.55301 0.52107 20.92632 22.85887 65.71702 1.08617 0.11694 0.24888 0.21234 86.51885 NA 6623.57196 29 2008 447.67394 0.06739 33.2127 0.05756 109.9554 0.00605 304.37485 468.73872 NA 0.08452 40.482 0.10154 0.30473 0.2835 0.30127 9.60126 196.34259 0.04786 16.45414 43.14111 4.39324 11.42395 0.07251 9.55818 14.35447 6.00645 0.00314 0.19131 0.10656 0.44452 13.00221 0.75806 9.63908 7.67585 2.80433 0.426 0.00508 0.22537 5.78585 3.30968 6.2032 29.1809 3.95455 0.04906 0.15959 0.10494 0.476 1.23132 0.02235 3.47778 26.41482 0.10983 0.02404 601.85194 2.98412 8.20553 10.40395 4.59031 7.26268 4.49154 1.06682 10.22091 5.48472 0.04867 5.24475 NA NA NA 62.61158 82.36955 NA NA 0.02871 10.72282 10.02048 0.30437 4.51771 58.17607 0.48601 2.06132 0.40353 0.67818 16.64531 4.64446 38.5007 10.67691 22.06081 9.20887 5.45541 2.00771 45.91037 9.04539 7.61604 75.79384 61.90184 283.68562 2.96859 8.17772 9.68577 1.3076 NA 4.63084 15.34053 5.35687 2.24542 3.56521 4.32445 140.70209 7.21188 4.82933 45.99429 27.34503 204.5201 0.71917 75.02536 28.22144 7.11236 6.13263 2.59806 4.03802 2.85388 3.90788 0.82479 24.91741 21.32486 4.6214 22.22285 969.97221 33.76967 12.53136 8.53255 1.95205 15.26474 9.13931 18.46769 0.49362 4.64132 10.11134 0.73178 3.90501 66.51451 20.1796 0.7092 77.26669 0.61646 5.50203 82.54484 1.48583 1.73208 23.43457 9.80651 1.50318 37.95384 1.91547 3.44037 6.18704 20.04255 14.62368 13.10081 3.05493 1.27419 30.94046 21.2847 2.08867 14.75208 146.25531 0.76615 10.44077 0.0076 0.16842 11.69834 0.0866 5.023 9.55867 48.78276 41.68078 1.3191 40.21316 6.22035 10.38358 31.36797 0.46063 12.69423 11.35011 3724.32335 27.65889 0.06483 21.00731 151.28999 0.68232 0.38137 52.22815 13.95701 1317.06568 0.01227 0.86054 0.28302 0.17599 NA 7.01864 1140.56621 237.51236 127.28842 0.09686 22.56535 48.37939 6.14518 0.54567 27.35776 0.38593 2.99608 0.00916 28.19696 0.24445 4.1713 0.00216 178.47939 5.81623 96.06168 0.1895 4.60817 0.53378 21.12877 22.92095 66.18726 1.10878 0.11901 0.24678 0.21545 87.55836 NA 6700.76588 30 2009 451.83698 0.06784 33.48721 0.0576 111.21179 0.006 307.00655 474.53897 NA 0.08563 40.91358 0.10307 0.30755 0.28459 0.3079 9.77525 198.73927 0.04904 16.60171 43.67737 4.45505 11.45165 0.07266 9.69079 14.5731 6.0306 0.00314 0.19131 0.1072 0.44452 13.27652 0.75294 9.77797 7.8337 2.82593 0.426 0.0051 0.22705 5.8912 3.36047 6.29088 29.54696 3.96729 0.04948 0.16027 0.10457 0.48127 1.22995 0.02294 3.49438 26.81484 0.10981 0.02449 604.06725 2.98254 8.21028 10.41434 4.61341 7.20469 4.48941 1.08475 10.2119 5.50051 0.04886 5.25028 NA NA NA 62.98296 82.32976 NA NA 0.0288 10.73743 10.00717 0.30669 4.58 58.15733 0.49178 2.06672 0.40517 0.67218 16.716 4.66054 38.48292 10.70792 22.01182 9.18418 5.46305 2.00569 46.29524 9.05965 7.63923 76.80552 62.25857 283.28968 2.967 8.23867 9.64853 1.29937 NA 4.61581 15.39944 5.43175 2.2315 3.55518 4.32075 140.04125 7.34915 4.88489 45.7004 27.60601 208.44134 0.72871 75.96761 28.94557 7.2337 6.26929 2.69253 4.09932 2.90963 4.01313 0.83329 25.32887 21.76298 4.79849 22.85824 992.58225 34.17819 12.79929 8.79183 1.99088 15.74623 9.51133 18.8793 0.50118 4.74192 10.32921 0.75244 4.01281 68.69254 20.61707 0.72462 78.86664 0.63344 5.64717 85.23734 1.51499 1.77808 23.88781 10.05798 1.53396 39.00277 1.91613 3.58339 6.32436 20.65356 15.02876 13.44323 3.12949 1.28426 31.28517 21.66928 2.10866 15.30625 149.22909 0.76615 10.74631 0.00764 0.1721 12.00807 0.08748 5.13214 9.83202 49.05249 42.81128 1.33719 41.04853 6.40501 10.48634 32.36956 0.47601 13.06068 11.39263 3762.16099 28.39572 0.06563 21.26264 153.70033 0.69114 0.38819 52.82612 14.20623 1323.59158 0.01187 0.8685 0.28703 0.17843 NA 7.05507 1156.89777 240.27152 127.07868 0.09819 22.66535 48.50897 6.25687 0.55985 27.81787 0.39633 3.04114 0.00921 28.56338 0.24841 4.21126 0.00216 181.45728 5.94078 97.9766 0.1909 4.65754 0.54649 21.32479 22.97435 66.64481 1.13161 0.1209 0.24424 0.21852 88.57676 NA 6776.91747 &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip &vellip
In [12]:
paises = DataFrame()
paises[:Ano] = 1980:2010
by(pop, :Pais) do df
paises[symbol(df[:Pais][1])] = convert(DataArray{Float64,2}, df[1,2:end]).'[:,1]
end
paises[:,[:Ano,:Brazil]]
Out[12]:
Ano Brazil 1 1980 123.01963 2 1981 125.99213 3 1982 129.02765 4 1983 131.96012 5 1984 134.69947 6 1985 137.38198 7 1986 140.19628 8 1987 143.02654 9 1988 145.87275 10 1989 148.65864 11 1990 151.17006 12 1991 153.58396 13 1992 156.03206 14 1993 158.51205 15 1994 161.01706 16 1995 163.54428 17 1996 166.08586 18 1997 168.63874 19 1998 171.20116 20 1999 173.76387 21 2000 176.31962 22 2001 178.86966 23 2002 181.41759 24 2003 183.95992 25 2004 186.4886 26 2005 188.99308 27 2006 191.46901 28 2007 193.91858 29 2008 196.34259 30 2009 198.73927 &vellip &vellip &vellip
In [20]:
set_default_plot_size(22cm, 15cm)
p=plot(paises, x=:Ano, y=:Brazil)
draw(PNG("max_speeds.png", 22cm, 15cm), p)
display("image/png", p)
In [21]:
p=plot(paises, x=:Ano, y=:Brazil, Geom.line)
draw(PNG("max_speeds.png", 22cm, 15cm), p)
display("image/png", p)
In [22]:
p=plot(
layer(x=paises[:Ano], y=paises[symbol("Central & South America")], Theme(default_color=colorant"blue"), Geom.bar, order=1),
layer(x=paises[:Ano], y=paises[symbol("Brazil")], Theme(default_color=colorant"red"), Geom.bar, order=2),
Guide.Title("Evolução da População"))
draw(PNG("max_speeds.png", 22cm, 15cm), p)
display("image/png", p)
Referências:
Os dados utilizados na confecção deste notebook foram obtidos a partir do site:
http://catalog.data.gov/dataset/population-by-country-1980-2010-d0250
O acesso ao site foi feito no dia 04/11/2015 e a licença para uso dos dados, conforme o site no momento do acesso, é a licença:
Public: This dataset is intended for public access and use. License: Creative Commons CCZero
Content source: gomiero/canalalexandregomiero
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