TCC CE 229

• Script de Leitura e Manipulação dos Dados

Carregando os dados:

source("http://leg.ufpr.br/~henrique/dengue/ultimate.txt")

• Matrix de Correlações para Precipitacao:

cor(dados[grep("PRECIPM", names(dados), value = TRUE)])

             PRECIPM.1    PRECIPM.2    PRECIPM.3    PRECIPM.4   PRECIPM.5   PRECIPM.6    PRECIPM.7   PRECIPM.8    PRECIPM.9  PRECIPM.10  PRECIPM.11  PRECIPM.12
PRECIPM.1   1.000000000  0.398375874  0.057277885  0.013834372 0.007848884 0.003618893  0.006761595 0.023278240 -0.010632712 -0.01930623 -0.01681982 -0.02477457
PRECIPM.2   0.398375874  1.000000000  0.404389898  0.046810347 0.027555023 0.005415886 -0.004140145 0.009094026  0.020210220 -0.01420307 -0.02371912 -0.02057449
PRECIPM.3   0.057277885  0.404389898  1.000000000  0.387334703 0.082684242 0.034207590  0.006265112 0.001249893  0.011982131  0.01957621 -0.01420898 -0.02087694
PRECIPM.4   0.013834372  0.046810347  0.387334703  1.000000000 0.513097133 0.072394221  0.029946494 0.010733731  0.002181328  0.01371130  0.02106778 -0.01286263
PRECIPM.5   0.007848884  0.027555023  0.082684242  0.513097133 1.000000000 0.370619857  0.112385302 0.061829845  0.033919315  0.02094136  0.02900616  0.01741112
PRECIPM.6   0.003618893  0.005415886  0.034207590  0.072394221 0.370619857 1.000000000  0.409524763 0.125485080  0.074845352  0.04265303  0.02210106  0.02639234
PRECIPM.7   0.006761595 -0.004140145  0.006265112  0.029946494 0.112385302 0.409524763  1.000000000 0.429668727  0.127442259  0.07058439  0.03668875  0.02274303
PRECIPM.8   0.023278240  0.009094026  0.001249893  0.010733731 0.061829845 0.125485080  0.429668727 1.000000000  0.433147910  0.12696228  0.06808068  0.04234298
PRECIPM.9  -0.010632712  0.020210220  0.011982131  0.002181328 0.033919315 0.074845352  0.127442259 0.433147910  1.000000000  0.41050226  0.13151447  0.07812738
PRECIPM.10 -0.019306227 -0.014203072  0.019576207  0.013711302 0.020941359 0.042653031  0.070584391 0.126962281  0.410502255  1.00000000  0.41361157  0.13306355
PRECIPM.11 -0.016819816 -0.023719117 -0.014208984  0.021067781 0.029006165 0.022101056  0.036688746 0.068080676  0.131514465  0.41361157  1.00000000  0.43382189
PRECIPM.12 -0.024774573 -0.020574488 -0.020876940 -0.012862630 0.017411118 0.026392344  0.022743026 0.042342985  0.078127385  0.13306355  0.43382189  1.00000000

• Gráfico de Dispersão para Precipitação x Ovos

• Matrix de Correlações para Umidade:

cor(dados[grep("UMIDM", names(dados), value = TRUE)])

           UMIDM.1   UMIDM.2   UMIDM.3   UMIDM.4   UMIDM.5   UMIDM.6   UMIDM.7   UMIDM.8   UMIDM.9  UMIDM.10  UMIDM.11  UMIDM.12
UMIDM.1  1.0000000 0.8136284 0.7237655 0.6373399 0.5910477 0.5412617 0.5126541 0.4435200 0.3522417 0.2641260 0.1996885 0.1380407
UMIDM.2  0.8136284 1.0000000 0.8207516 0.7312642 0.6493093 0.5976661 0.5427578 0.5198054 0.4425611 0.3689211 0.2761524 0.2117798
UMIDM.3  0.7237655 0.8207516 1.0000000 0.8208429 0.7376715 0.6578395 0.6062644 0.5495746 0.5126250 0.4484363 0.3730241 0.2825577
UMIDM.4  0.6373399 0.7312642 0.8208429 1.0000000 0.8238597 0.7416904 0.6662030 0.6135283 0.5459471 0.5225217 0.4613921 0.3798243
UMIDM.5  0.5910477 0.6493093 0.7376715 0.8238597 1.0000000 0.8268156 0.7576003 0.6737215 0.6174664 0.5603879 0.5389428 0.4682084
UMIDM.6  0.5412617 0.5976661 0.6578395 0.7416904 0.8268156 1.0000000 0.8321702 0.7627082 0.6765630 0.6247809 0.5680300 0.5416232
UMIDM.7  0.5126541 0.5427578 0.6062644 0.6662030 0.7576003 0.8321702 1.0000000 0.8306684 0.7587407 0.6813222 0.6264243 0.5698501
UMIDM.8  0.4435200 0.5198054 0.5495746 0.6135283 0.6737215 0.7627082 0.8306684 1.0000000 0.8321120 0.7640257 0.6843983 0.6267866
UMIDM.9  0.3522417 0.4425611 0.5126250 0.5459471 0.6174664 0.6765630 0.7587407 0.8321120 1.0000000 0.8336239 0.7675529 0.6852552
UMIDM.10 0.2641260 0.3689211 0.4484363 0.5225217 0.5603879 0.6247809 0.6813222 0.7640257 0.8336239 1.0000000 0.8360349 0.7685041
UMIDM.11 0.1996885 0.2761524 0.3730241 0.4613921 0.5389428 0.5680300 0.6264243 0.6843983 0.7675529 0.8360349 1.0000000 0.8367102
UMIDM.12 0.1380407 0.2117798 0.2825577 0.3798243 0.4682084 0.5416232 0.5698501 0.6267866 0.6852552 0.7685041 0.8367102 1.0000000

• Gráfico para Umidade x Nro Ovos

• Matrix de Correlações para Temperatura Máxima:

cor(dados[grep("MAXM", names(dados), value = TRUE)])

 MAXM.1    MAXM.2    MAXM.3    MAXM.4    MAXM.5    MAXM.6    MAXM.7    MAXM.8    MAXM.9   MAXM.10   MAXM.11   MAXM.12
MAXM.1  1.0000000 0.8873240 0.8242368 0.7845877 0.7219937 0.6613631 0.6088920 0.5441925 0.4661010 0.3681705 0.2635478 0.1855049
MAXM.2  0.8873240 1.0000000 0.8896875 0.8280014 0.7932665 0.7261528 0.6602437 0.6102810 0.5434943 0.4660501 0.3594969 0.2606314
MAXM.3  0.8242368 0.8896875 1.0000000 0.8891065 0.8328116 0.7990354 0.7329438 0.6642783 0.6152469 0.5489423 0.4627403 0.3616994
MAXM.4  0.7845877 0.8280014 0.8891065 1.0000000 0.8905531 0.8319364 0.8016013 0.7330967 0.6676087 0.6140884 0.5352284 0.4542338
MAXM.5  0.7219937 0.7932665 0.8328116 0.8905531 1.0000000 0.8944108 0.8418577 0.8053788 0.7447977 0.6708347 0.6054653 0.5355502
MAXM.6  0.6613631 0.7261528 0.7990354 0.8319364 0.8944108 1.0000000 0.8956401 0.8378190 0.8095418 0.7425401 0.6591127 0.6028441
MAXM.7  0.6088920 0.6602437 0.7329438 0.8016013 0.8418577 0.8956401 1.0000000 0.8889466 0.8398561 0.8069203 0.7236006 0.6533578
MAXM.8  0.5441925 0.6102810 0.6642783 0.7330967 0.8053788 0.8378190 0.8889466 1.0000000 0.8900533 0.8366260 0.7999288 0.7184289
MAXM.9  0.4661010 0.5434943 0.6152469 0.6676087 0.7447977 0.8095418 0.8398561 0.8900533 1.0000000 0.8902568 0.8292661 0.7985820
MAXM.10 0.3681705 0.4660501 0.5489423 0.6140884 0.6708347 0.7425401 0.8069203 0.8366260 0.8902568 1.0000000 0.8824213 0.8265274
MAXM.11 0.2635478 0.3594969 0.4627403 0.5352284 0.6054653 0.6591127 0.7236006 0.7999288 0.8292661 0.8824213 1.0000000 0.8764060
MAXM.12 0.1855049 0.2606314 0.3616994 0.4542338 0.5355502 0.6028441 0.6533578 0.7184289 0.7985820 0.8265274 0.8764060 1.0000000

• Gráfico para Temp. Min x Nro Ovos

• Matrix de Correlações para Temperatura Mínima:

cor(dados[grep("MINM", names(dados), value = TRUE)])

 MINM.1    MINM.2    MINM.3    MINM.4    MINM.5    MINM.6    MINM.7    MINM.8    MINM.9   MINM.10   MINM.11   MINM.12
MINM.1  1.0000000 0.5639588 0.5935944 0.4695411 0.4268584 0.3489817 0.4377892 0.3114651 0.3413958 0.2429912 0.2596566 0.1516181
MINM.2  0.5639588 1.0000000 0.5716516 0.5956094 0.4809486 0.4282781 0.3581243 0.4359187 0.3149229 0.3388118 0.2518581 0.2510395
MINM.3  0.5935944 0.5716516 1.0000000 0.5654837 0.5830780 0.4787018 0.4267707 0.3459380 0.4420258 0.3042275 0.3215935 0.2361750
MINM.4  0.4695411 0.5956094 0.5654837 1.0000000 0.5665017 0.5951586 0.4772186 0.4186574 0.3520369 0.4453062 0.3120105 0.3237843
MINM.5  0.4268584 0.4809486 0.5830780 0.5665017 1.0000000 0.5682591 0.5964380 0.4782897 0.4197755 0.3504371 0.4462733 0.3087303
MINM.6  0.3489817 0.4282781 0.4787018 0.5951586 0.5682591 1.0000000 0.5630490 0.5926869 0.4832182 0.4245169 0.3456020 0.4373899
MINM.7  0.4377892 0.3581243 0.4267707 0.4772186 0.5964380 0.5630490 1.0000000 0.5582295 0.5944933 0.4809717 0.4288738 0.3371805
MINM.8  0.3114651 0.4359187 0.3459380 0.4186574 0.4782897 0.5926869 0.5582295 1.0000000 0.5604810 0.5943529 0.4713062 0.4097950
MINM.9  0.3413958 0.3149229 0.4420258 0.3520369 0.4197755 0.4832182 0.5944933 0.5604810 1.0000000 0.5603466 0.5704061 0.4600298
MINM.10 0.2429912 0.3388118 0.3042275 0.4453062 0.3504371 0.4245169 0.4809717 0.5943529 0.5603466 1.0000000 0.5500534 0.5539326
MINM.11 0.2596566 0.2518581 0.3215935 0.3120105 0.4462733 0.3456020 0.4288738 0.4713062 0.5704061 0.5500534 1.0000000 0.5521400
MINM.12 0.1516181 0.2510395 0.2361750 0.3237843 0.3087303 0.4373899 0.3371805 0.4097950 0.4600298 0.5539326 0.5521400 1.0000000

• Gráfico para Temp. Min x Nro Ovos