21/09/2019

Importando a Base de dados “Estados”

S Sigla Codigo Estado Região CodigoReg PIB Gini Agua Banheiro Lixo Energia Densidade Esperancadevida Populacao Mortalidade_infantil Prob_sobrevivencia IDH IDH_Renda IDH_Longevidade IDH_Educacao Probab_sobrev60 TFT Taxa_envelhecimento Taxa_analfabetismo frequencia_liquida_EM Expectativa_anos_de_estudo frequencia_liquida_Superior perc_com_2_anos_de_de_atraso Renda_per_capita Renda_per_capita_nula Perc_pobres Perc_extremamente_pobres Despesa_Corrente Despesa_Corrente_per_capita
AC AC 12 Acre Norte N 9629239 0.63 86.51 47.42 93.63 91.14 46.05 71.63 733559 23.01 94.62 0.663 0.671 0.777 0.559 84.53 2.95 4.32 21.29 48.45 8.69 10.50 22.57 522.15 550.76 29.46 22.69 2739927889 3735.116
AL AL 27 Alagoas Nordeste NE 29544708 0.63 77.56 75.64 96.16 98.98 35.04 70.32 3120494 28.40 93.36 0.631 0.641 0.755 0.520 82.31 2.22 6.01 30.57 36.86 9.07 9.18 27.34 432.56 439.17 34.29 24.77 4408229588 1412.670
AM AM 13 Amazonas Norte N 64119836 0.65 77.32 62.16 92.98 92.18 57.95 73.30 3483985 17.01 96.03 0.674 0.677 0.805 0.561 87.24 2.59 4.03 12.30 39.09 8.54 10.06 26.68 539.80 565.89 30.78 23.38 7778802887 2232.731
AP AP 16 Amapa Norte N 10419539 0.60 91.44 66.38 96.38 98.27 53.98 73.80 669526 15.14 96.47 0.708 0.694 0.813 0.629 88.14 2.48 3.44 11.20 50.97 9.44 12.95 22.08 598.98 609.44 24.07 14.45 2317897869 3461.998
BA BA 29 Bahia Nordeste NE 167727375 0.62 85.66 77.60 95.35 96.45 27.91 71.97 14016906 21.73 94.92 0.660 0.663 0.783 0.555 85.09 2.05 7.23 20.92 40.53 8.63 7.86 29.80 496.73 503.15 28.72 21.24 21502299427 1534.026
CE CE 23 Ceara Nordeste NE 90131724 0.61 86.08 76.28 93.56 99.08 34.13 72.60 8452381 19.29 95.50 0.682 0.651 0.793 0.615 86.20 1.99 7.54 23.95 52.18 9.82 9.68 18.54 460.63 465.38 30.32 22.38 12325234404 1458.197
DF DF 53 Distrito Federal Centro-Oeste MW 171235534 0.63 98.13 96.01 98.87 99.91 23.48 77.35 2570160 14.01 94.57 0.824 0.863 0.873 0.742 86.19 1.75 4.97 4.31 63.19 9.87 24.55 16.29 1715.11 1716.52 4.93 2.24 10981410590 4272.656
ES ES 32 Espirito Santo Sudeste SE 107328771 0.56 96.45 96.89 97.93 99.83 20.59 75.10 3514952 14.15 92.57 0.740 0.743 0.835 0.653 82.28 1.80 7.08 10.15 56.33 9.36 14.86 17.05 815.43 818.90 9.53 4.72 9689078646 2756.532
GO GO 52 Goias Centro-Oeste MW 123926301 0.55 96.76 93.66 98.65 99.39 19.26 74.60 6003788 13.96 93.33 0.735 0.742 0.827 0.646 82.69 1.87 6.25 10.06 58.28 9.72 16.32 15.98 810.97 814.76 7.59 3.75 12818102561 2135.003
MA MA 21 Maranhao Nordeste NE 58819683 0.62 82.12 51.79 79.08 96.10 42.70 70.40 6574789 28.03 93.45 0.639 0.612 0.757 0.562 82.45 2.56 6.02 27.15 44.49 9.26 6.97 25.18 360.34 373.40 39.53 31.42 7376867858 1121.993
MG MG 31 Minas Gerais Sudeste SE 403551318 0.56 94.44 94.91 97.85 99.35 18.91 75.30 19597330 15.08 93.77 0.731 0.730 0.838 0.638 82.95 1.79 8.12 10.36 56.78 9.38 14.97 17.51 749.69 753.07 10.97 6.35 39703443889 2025.962
MS MS 50 Mato Grosso do Sul Centro-Oeste MW 54471447 0.56 96.22 93.76 98.64 98.63 24.97 74.96 2449024 18.14 93.21 0.729 0.740 0.833 0.629 83.02 2.04 6.62 9.72 50.43 10.08 15.93 17.80 799.34 804.67 9.92 6.34 6830726301 2789.163
MT MT 51 Mato Grosso Centro-Oeste MW 80830108 0.55 95.17 90.37 97.11 98.01 26.58 74.25 3035122 16.80 92.82 0.725 0.732 0.821 0.635 82.21 2.08 5.12 10.82 57.09 9.29 15.39 17.35 762.52 774.44 10.52 6.84 8649397120 2849.769
PA PA 15 Para Norte N 91009014 0.62 84.70 57.50 91.92 91.89 49.40 72.36 7581051 20.29 95.26 0.646 0.646 0.789 0.528 85.74 2.50 4.75 14.98 36.84 8.49 6.84 31.25 446.76 463.80 32.33 22.76 10158797999 1340.025
PB PB 25 Paraiba Nordeste NE 38731149 0.61 81.96 78.91 96.50 99.43 28.94 72.00 3766528 21.67 94.94 0.658 0.656 0.783 0.555 85.12 1.95 8.53 27.42 41.93 9.24 12.12 25.96 474.94 479.78 28.93 21.09 5501088472 1460.520
PE PE 26 Pernambuco Nordeste NE 117340092 0.62 83.69 78.22 94.74 99.47 29.89 72.32 8796448 20.43 95.23 0.673 0.673 0.789 0.574 85.68 1.92 7.37 22.23 44.08 9.13 9.62 23.75 525.64 531.61 27.17 19.75 16318603007 1855.136
PI PI 22 Piaui Nordeste NE 25720626 0.61 81.60 67.12 87.61 93.01 31.44 71.62 3118360 23.05 94.61 0.646 0.635 0.777 0.547 84.51 1.99 7.44 29.16 42.93 9.23 12.29 27.93 416.93 424.02 34.11 27.60 4225356568 1354.993
PR PR 41 Parana Sul S 255926608 0.53 96.71 96.69 99.18 99.60 16.85 74.80 10444526 13.08 93.64 0.749 0.757 0.830 0.668 83.48 1.86 7.53 7.86 60.70 10.43 18.53 14.64 890.89 893.61 6.46 3.51 19876326503 1903.038
RJ RJ 33 Rio de Janeiro Sudeste SE 504221371 0.59 95.84 94.73 97.59 99.92 30.33 75.10 15989929 14.15 92.57 0.761 0.782 0.835 0.675 82.28 1.68 8.91 5.07 52.52 9.17 15.38 21.18 1039.30 1040.90 7.23 4.02 44483694633 2781.982
RN RN 24 Rio Grande do Norte Nordeste NE 39543679 0.60 89.15 85.06 97.51 99.36 29.67 72.52 3168027 19.70 95.40 0.684 0.678 0.792 0.597 86.02 1.98 7.54 23.16 45.96 9.54 12.50 23.11 545.42 549.56 23.79 16.44 6189187740 1953.641
RO RO 11 Rondonia Norte N 29361936 0.56 95.13 79.62 94.64 97.26 27.15 72.97 1562409 18.02 95.80 0.690 0.712 0.800 0.577 86.77 2.16 4.69 11.46 47.34 9.20 11.63 20.79 670.82 685.13 14.80 9.16 4065844380 2602.292
RR RR 14 Roraima Norte N 7313836 0.63 93.35 74.04 96.68 90.73 51.22 73.51 450479 16.11 96.24 0.707 0.695 0.809 0.628 87.67 2.41 3.45 13.07 51.40 8.69 13.58 21.59 605.59 641.28 26.65 22.26 1748167767 3880.686
RS RS 43 Rio Grande do Sul Sul S 277657666 0.54 96.17 96.46 99.24 99.71 16.25 75.38 10693929 12.38 94.43 0.746 0.769 0.840 0.642 84.16 1.76 9.26 5.44 55.56 10.00 18.50 16.70 959.24 961.50 6.37 4.01 30151892932 2819.534
SC SC 42 Santa Catarina Sul S 177275691 0.49 94.13 97.00 99.31 99.81 13.15 76.61 6248436 11.54 94.98 0.774 0.773 0.860 0.697 85.72 1.71 6.89 5.11 61.85 10.24 19.17 12.66 983.90 985.70 3.65 1.93 11609996145 1858.064
SE SE 28 Sergipe Nordeste NE 27823191 0.62 89.13 82.24 97.14 99.18 29.14 71.84 2068017 22.22 94.81 0.665 0.672 0.781 0.560 84.88 1.95 6.14 23.30 37.93 9.01 12.68 29.82 523.53 527.71 27.89 18.70 5288791762 2557.422
SP SP 35 Sao Paulo Sudeste SE 1408903866 0.56 98.57 97.12 99.62 99.91 28.66 75.69 41262199 13.86 94.80 0.783 0.789 0.845 0.719 84.30 1.66 7.82 5.21 66.65 10.33 16.91 10.98 1084.46 1085.22 4.66 2.30 126050054074 3054.855
TO TO 17 Tocantins Norte N 19529689 0.60 94.33 80.41 94.35 94.74 31.22 72.56 1383445 19.56 95.43 0.699 0.690 0.793 0.624 86.08 2.41 5.82 17.14 53.47 9.80 14.35 18.80 586.62 597.07 22.15 14.96 3732488875 2697.967

coeficiente de correlação Renda per Capita e taxa de analfabetismo

## [1] 0.9643472

Gráfico de Dispersão

Interpretação do Gráfico de Dispersão

O gráfico possui uma correlação positiva e uma tendência constante, quanto maior o IDH, maior a Esperança de Vida. Variável independente(causa):IDH e Variável dependente(efeito): Esperança de vida.

Gráfico Inédito (Gráfico de Linha)

Insterpretação do Gráfico de Linha

o gráfico de linha confirma a tendência positiva e crescente das variáveis analisadas.