Análise do gráfico expectativa/esperança de vida no Município do Rio
de Janeiro
library(readxl)
library(plotly)
## Warning: package 'plotly' was built under R version 4.2.3
## Carregando pacotes exigidos: ggplot2
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## last_plot
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## filter
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library(geobr)
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## Loading required namespace: sf
desenho_rio_municipio = read_municipality(code_muni = "RJ", showProgress = FALSE)
## Using year 2010
library(leaflet)
## Warning: package 'leaflet' was built under R version 4.2.3
mapa_lea = leaflet() %>%
addTiles() %>%
addCircles(lng = -43.2093, lat= -22.9035, popup="Rio de Janeiro")
mapa_lea
mapa_lea %>% addProviderTiles(providers$Esri.WorldImagery)
summary(BasesMunicipios)
## Munic Regiao COD IBGE COD IBGE2
## Length:92 Length:92 Min. :330010 Length:92
## Class :character Class :character 1st Qu.:330158 Class :character
## Mode :character Mode :character Median :330315 Mode :character
## Mean :330312
## 3rd Qu.:330463
## Max. :330630
##
## Gini Agua Banheiro Lixo
## Min. :0.4200 Min. :63.90 Min. :74.75 Min. : 84.86
## 1st Qu.:0.4700 1st Qu.:89.65 1st Qu.:92.33 1st Qu.: 97.17
## Median :0.4850 Median :94.13 Median :96.42 Median : 98.80
## Mean :0.4897 Mean :92.09 Mean :94.66 Mean : 97.91
## 3rd Qu.:0.5100 3rd Qu.:96.61 3rd Qu.:97.92 3rd Qu.: 99.25
## Max. :0.6200 Max. :99.47 Max. :99.83 Max. :100.00
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## Energia Densidade Esperancadevida Mortalidade_infantil
## Min. : 98.02 Min. :14.59 Min. :71.93 Min. :10.96
## 1st Qu.: 99.77 1st Qu.:22.52 1st Qu.:73.26 1st Qu.:14.56
## Median : 99.89 Median :26.16 Median :73.74 Median :15.90
## Mean : 99.79 Mean :26.97 Mean :73.96 Mean :15.60
## 3rd Qu.: 99.97 3rd Qu.:31.02 3rd Qu.:74.83 3rd Qu.:16.68
## Max. :100.00 Max. :46.83 Max. :76.27 Max. :18.60
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## Prob_sobrevivencia IDH IDH_Renda IDH_Longevidade
## Min. :90.27 Min. :0.6110 Min. :0.6180 Min. :0.7820
## 1st Qu.:91.28 1st Qu.:0.6847 1st Qu.:0.6827 1st Qu.:0.8040
## Median :91.65 Median :0.7125 Median :0.6985 Median :0.8125
## Mean :91.79 Mean :0.7089 Mean :0.7046 Mean :0.8161
## 3rd Qu.:92.47 3rd Qu.:0.7300 3rd Qu.:0.7230 3rd Qu.:0.8303
## Max. :93.55 Max. :0.8370 Max. :0.8870 Max. :0.8550
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## IDH_Educacao Probab_sobrev60 TFT Taxa_envelhecimento
## Min. :0.4360 Min. :77.59 Min. :1.300 Min. : 4.910
## 1st Qu.:0.5920 1st Qu.:79.61 1st Qu.:1.680 1st Qu.: 7.242
## Median :0.6240 Median :80.38 Median :1.825 Median : 8.500
## Mean :0.6209 Mean :80.65 Mean :1.848 Mean : 8.584
## 3rd Qu.:0.6530 3rd Qu.:81.80 3rd Qu.:2.020 3rd Qu.: 9.738
## Max. :0.7730 Max. :84.39 Max. :2.500 Max. :12.400
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## Taxa_analfabetismo frequencia_liquida_EM Expectativa_anos_de_estudo
## Min. : 2.470 Min. :31.10 Min. : 7.330
## 1st Qu.: 6.220 1st Qu.:44.63 1st Qu.: 8.695
## Median : 8.705 Median :49.58 Median : 8.985
## Mean : 9.489 Mean :49.38 Mean : 8.955
## 3rd Qu.:12.240 3rd Qu.:54.08 3rd Qu.: 9.242
## Max. :23.350 Max. :70.49 Max. :10.190
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## frequencia_liquida_Superior perc_com_2_anos_de_de_atraso Renda_per_capita
## Min. : 3.14 Min. :14.74 Min. : 375.5
## 1st Qu.: 8.24 1st Qu.:21.16 1st Qu.: 559.5
## Median :10.76 Median :24.39 Median : 618.3
## Mean :11.37 Mean :23.96 Mean : 666.0
## 3rd Qu.:13.52 3rd Qu.:26.18 3rd Qu.: 718.1
## Max. :36.40 Max. :36.27 Max. :2000.3
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## Renda_per_capita_nula Perc_pobres Perc_extremamente_pobres
## Min. : 385.1 Min. : 3.34 Min. : 0.110
## 1st Qu.: 565.5 1st Qu.: 7.70 1st Qu.: 3.225
## Median : 625.0 Median :10.15 Median : 5.060
## Mean : 668.3 Mean :10.16 Mean : 5.100
## 3rd Qu.: 719.6 3rd Qu.:12.20 3rd Qu.: 6.185
## Max. :2001.1 Max. :23.92 Max. :15.690
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## Populacao ISS
## Min. : 5269 Min. :1.235e+05
## 1st Qu.: 17502 1st Qu.:1.024e+06
## Median : 34878 Median :4.021e+06
## Mean : 173804 Mean :7.203e+07
## 3rd Qu.: 113948 3rd Qu.:1.657e+07
## Max. :6320446 Max. :3.723e+09
## NA's :15
library(dplyr)
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library(flextable)
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