class: center, middle, inverse, title-slide # como começar a usar R ### Sara Mortara & Andrea Sánchez-Tapia <br> ¡liibre! ### Instituto HUB - 14.nov.2020 --- <style type="text/css"> .tiny .remark-code { /*Change made here*/ font-size: 60% !important; } </style> ## apresentação <div> <style type="text/css">.xaringan-extra-logo { width: 150px; height: 128px; z-index: 0; background-image: url(https://raw.githubusercontent.com/liibre/logo/master/figures/logo_liibre.png); background-size: contain; background-repeat: no-repeat; position: absolute; top:1em;right:1em; } </style> <script>(function () { let tries = 0 function addLogo () { if (typeof slideshow === 'undefined') { tries += 1 if (tries < 10) { setTimeout(addLogo, 100) } } else { document.querySelectorAll('.remark-slide-content:not(.title-slide):not(.inverse):not(.hide_logo)') .forEach(function (slide) { const logo = document.createElement('div') logo.classList = 'xaringan-extra-logo' logo.href = null slide.appendChild(logo) }) } } document.addEventListener('DOMContentLoaded', addLogo) })()</script> </div> - __Andrea Sánchez-Tapia__ Bióloga (UNAL - Colômbia), MSc. Ecologia (UFRJ), Dra. em Botânica (ENBT-JBRJ). Usuária de R desde 2009. Ecologia quantitativa, Informática da biodiversidade, Ecologia de comunidades, Ciência de dados feminista -- - __Sara Ribeiro Mortara__ Bióloga (ESALQ/USP), MSc. Ecologia e Conservação da Biodiversidade (UESC) e Dra. em Ecologia (USP). Usuária de R desde 2009. Modelagem estatística, Ecologia & Ciência de dados feminista -- - __¡liibre!__ se propõe a criar um ambiente de ensino e aprendizagem de habilidades computacionais a partir de uma perspectiva de ciência de dados feminista, responsável, aberta e para todes --- ## projetos - pacotes [coronabr](https://liibre.github.io/coronabr/about.html) , [modleR](https://model-r.github.io/modleR/]modleR), [Rocc](https://github.com/liibre/rocc), [dados](https://github.com/cienciadedatos/dados) - curso de _Projetos de análise de dados usando R_ no Jardim Botânico do Rio de Janeiro - [**Observatório COVID-19 BR**](https://covid19br.github.io/) - Capítulo de RLadies+ Rio de Janeiro [**.purple[@RLadiesRio]**](https://twitter.com/RLadiesRio) <img src="https://raw.githubusercontent.com/rladies/starter-kit/master/stickers/rainbow-inclusive.png" width="150" style="display: block; margin: auto 0 auto auto;" /> --- ## sobre hoje 1. conhecendo a linguagem R e fluxo de trabalho 2. introdução ao R 3. manipulação de dados 4. criando figuras básicas --- ## códigos de apoio todos os códigos diponíveis em: <i class="fab fa-github "></i> https://github.com/liibre/instituto_hub_demo <i class="fab fa-r-project "></i> https://rstudio.cloud/project/1878325 [um bestiário de funções úteis](https://hackmd.io/@andreasancheztapia/bestiario_HUB) --- ## antes de começar + procure a janela de chat do zoom, e não hesite em fazer perguntas -- + tem um botão verde para contar se tudo está certo. Periodicamente vamos perguntar se todo mundo está acompanhando, por favor use este botão ou responda no chat -- + pode abrir sua câmera :) procure manter seu microfone silenciado. --- class: inverse, middle, center # 1. conhecendo a linguagem R e fluxo de trabalho --- ## por que R? - linguagem de __código aberto__, __livre__ & __sem custo__: um dos pilares da ciência aberta -- - __baseada em scripts__: essencial para reprodutibilidade, facilidade para ampliar a escala, transparência, correção/robusteza -- - acessível (em comparação a outras linguagens de programação) -- - muito comum na Biologia, Ciência de Dados e outras áreas. A escolha para quem precisa fazer analises estatísticas -- + __interdisciplinar e modular__: muitos pacotes são escritos por especialistas -- + uma filosofia de passar facilmente do uso à programação --- ## por que R? + ferramentas para __comunicar os resultados__: manuscritos, presentações, _apps_ -- + comunicação com otras linguagens de programação (ex. python e __reticulate__) -- + ótima capacidade gráfica -- + __suporte oficial__: documentação, vignettes, listas de email -- + __suporte não oficial__: uma comunidade ativa: listas de email, grupos de usuáries (useR), capítulos de .purple[R-Ladies+], comunidade de [RStudio](community.rstudio.com/), Stack Overflow, <i class="fab fa-twitter "></i> `#rstats` <img src="https://raw.githubusercontent.com/rladies/starter-kit/master/stickers/rainbow-inclusive.png" width="150" /> --- ## `R` tem uma estrutura modular: __pacotes__ -- + a instalação de base de `R` inclui pacotes mantidos pelo __`R` Core Development Team__ -- + repositório oficial de pacotes: __CRAN__ (The Comprehensive `R` Archive Network [https://cran.r-project.org/](https://cran.r-project.org/)) or Bioconductor, GitHub, rOpenSci.org -- + pacotes fora da instalação de base precisam ser __instalados__ e __carregados__ -- + os pacotes são coleções de __funções__ -- + as funções têm __opções__: "parâmetros", "argumentos" -- + vamos manter a convenção `nome_da_funcao()` e `pacote::nome_da_funcao()` quando for preciso especificar o pacote ao qual a função pertence. --- background-image:url("figs/rstudio.png") background-size: 60% background-position: 50% 90% ## rodando R em RStudio + descompacte o arquivo .zip, entre na pasta e clique em __instituto_hub_demo.Rproj__ <i class="fas fa-laptop-code fa-3x "></i> --- ## RStudio + tela separada em três paineis. criar um __script__ abre o quarto painel. + podemos executar código no console mas vamos usar o __script__ para guardar os passos. + escrever no script e clicar `control + enter` para mandar o conteúdo para o console. + outras abas: help, environment, plots, files... <!-- aqui NO! crear objetos, mostrar environment, mostrar ls() y mostrar el help y parar en files --> --- class: inverse, middle, center ## configuração e organização de projetos --- ## pasta de trabalho + R tem que saber __em que pasta você está trabalhando__, para poder buscar os arquivos que você quer ler, e saber onde guardar os resultados de suas análises: __working directory__: pasta de trabalho -- + para saber onde você está: `getwd()` -- + você pode mudar esta localização usando `setwd()` mas não é recomendado (erros!) [Jenny Bryan](https://www.tidyverse.org/blog/2017/12/workflow-vs-script/) -- + melhor: em vez de abrir RStudio e trocar a pasta, abrir um script de R (extensão `.R`) ou um projeto de __RStudio project__ (extensão `.Rproj`) __já na pasta onde você vai trabalhar__. (Igual ao que você faria abrindo um arquivo <i class="fas fa-file-word "></i>) --- ## organização de projetos e Boas Práticas + cada projeto de análise de dados deveria estar em __uma única pasta__ -- + __subpastas__ para organizar o conteúdo. -- + em vez de usar __caminhos absolutos__ é melhor usar __caminhos relativos__ + evite `C://usuario/seu_nome/suas_pastas/seu_projeto` -> caminho absoluto + `.` "aqui" (o resultado de `getwd()`) + `./subpastas` (ex. `/figs`) + o nível acima `..` -- + os __dados originais__ não devem ser modificados. qualquer modificação deve ser salva à parte, junto com os scripts que fizeram a modificação. --- ## o projeto atual ``` ./instituto_hub_demo/ ├── README.md ├── codigo ├── dados │ ├── brutos │ └── processados ├── figs └── instituto_hub_demo.Rproj ``` <center> <i class="fas fa-laptop-code fa-3x "></i> </center> --- ## os projetos de RStudio + arquivos __opcionais__, com extensão __.Rproj__ para abrir a sessão de R no local correto -- + um projeto de RStudio pode ser criado clicando no canto superior direito (`Project: none > New project`) --- class: inverse, middle, center ## introdução a R <i class="fas fa-laptop-code fa-3x "></i> --- ## criação de objetos + executar no script ou no console -> não cria nada -- + `<-` - para atribuição a objetos -- + cria dentro do espaço de trabalho "__workspace__", aba __Environment__ de RStudio -- + pode explorar o conteúdo com `ls()` (listar) -- + quando você cria objetos eles ocupam memória RAM do computador -- + o __workspace__ pode ser salvo e carregado entre sessões mas não é recomendável fazer isto `#boaspráticas` -- + você pode perder controle de como foram criados os objetos + pode guardar objetos com erros e isto pode interferir no seu trabalho --- ## criação de objetos + confiar no __script__ para recriar todos os objetos (__reprodutibilidade!__) -- + guardar os objetos importantes como __tabelas__, __figuras__, ou objetos individuais de R (`.rda` ou `.rdata`) -- + um script deve ler ou criar objetos no início e salvar resultados no final -- + é bom criar diferentes __scripts sucessivos__ para manter a ordem --- background-image:url("figs/0a_setup.png") background-size: 60% background-position: 60% 100% .pull-left[ #### nas opções gerais ] --- class: inverse, middle, center # 2. introdução ao R --- ## tipos de dados em R + R entende dados __numéricos__ (_numeric_, e _integer_ para números inteiros), de __texto__ (_character_), valores lógicos (`TRUE/FALSE`), entre outros. <small> ```r populacao <- c(1500, 2000) estados <- c("Acre", "Alagoas", "Amapá", "Amazonas", "Tocantins") class(populacao) ``` ``` ## [1] "numeric" ``` ```r class(estados) ``` ``` ## [1] "character" ``` </small> --- ## tipos de dados em R <small> ```r verdadeiro_falso <- c(FALSE, TRUE) verdadeiro_falso ``` ``` ## [1] FALSE TRUE ``` ```r class(verdadeiro_falso) ``` ``` ## [1] "logical" ``` ```r posicao <- c(1L, 2L) posicao ``` ``` ## [1] 1 2 ``` ```r class(posicao) ``` ``` ## [1] "integer" ``` </small> --- ## vetores + `c()` para criar - "concatenar" ```r str(estados) #estrutura ``` ``` ## chr [1:5] "Acre" "Alagoas" "Amapá" "Amazonas" "Tocantins" ``` ```r length(estados) ``` ``` ## [1] 5 ``` --- ## selecionando elementos de vetores (_subsetting_) + entre __colchetes__ `[]` + com vetores de __posição__ ou vetores __lógicos__ (`TRUE/FALSE`) <small> ```r estados <- c("Acre", "Alagoas", "Amapá", "Amazonas", "Tocantins") estados[1] estados[c(TRUE, FALSE, TRUE, FALSE)] estados[1:2] estados[1:4] #estados[ 1,3,5] #NAO! a vírgula marca dimensões estados[c(1,3,5)] #tem que ser um vetor ``` </small> --- ## subsetting com cláusulas lógicas ```r casos <- c(150, 200, 400, 500, 500, 600) casos > 150 casos[casos > 150] casos >= 150 # superior ou igual casos < 300 casos == 200 casos != 200 ``` --- ## operadores lógicos .pull-left[ + igualdade: `==` + diferença: `!=` (`!` em geral é negação) + desigualdades: `<`. `>`, `<=`, `>=` + união (OR/OU): `|` + interseção (AND): `&` + pertenecimento: `%in%` + _não_ pertenecimento: `!a %in% b` ] .pull-right[ + `casos == 200` + `casos != 200` + `casos < 300`, `casos >= 150` + `casos < 200 | casos > 500` + `casos > 200 & casos < 500` + `casos %in% c(100, 200, 300)` + `!casos %in% c(400)` ] O operador lógico cria um __vetor lógico__, a seleção vai entre colchetes: ```r casos[casos > 150] ``` ``` ## [1] 200 400 500 500 600 ``` --- ## criando vetores numéricos ```r 1:10 seq(1, 10, 2) rep(1:4, 2) rep(1:4, each = 2) unique(casos) ``` --- ## estruturas de dados em `R` + __vetor__: lineal, uma dimensão só: `length()` -- + __fatores__: vetores que representam __variáveis categóricas__ e portanto têm níveis (__levels()__) `factor(estados)` -- + __matrizes__: arranjos de duas dimensões de __dados do mesmo tipo__ (`dim()`, `nrow()`, `ncol()`). -- + __listas__: literalmente listas de qualquer outro objeto (inclusive listas) -- + __data frames__: arranjos bi-dimensionais de dados de diferentes tipos (i.e., uma coluna numérica, outra com nomes, outra com um fator etc.) --- ## instalando pacotes ```r # Para instalar pacotes desde CRAN install.packages("remotes") # Para instalar coronabr desde GitHub remotes::install_github("liibre/coronabr") # Para carregar pacotes library(coronabr) # Para buscar ajuda ?coronabr ``` --- ## funções, argumentos e entendendo a ajuda .pull-left[ ``` help(funcao) ?funcao ??palavra_chave args(funcao) ``` ] .pull-right[ ```r help("get_corona_br") ?get_corona_br ??corona args(get_corona_br) ``` ] + ou selecionar o nome da função e clicar __F1__ + No __help__ estão os argumentos na ordem correta, e os valores padrão (por _default_) estão indicados. Se a gente não especificasse a função usaria esses valores. --- ## download dos dados para Amapá ```r library(coronabr) ``` ```r caminho <- "dados/brutos" if (!dir.exists(caminho)) { dir.create(caminho) } get_corona_br(dir = caminho, filename = "01-amapa", uf = "AP") ``` ```r amapa <- read.csv("dados/brutos/01-amapa.csv", stringsAsFactors = FALSE) class(amapa) ``` ``` ## [1] "data.frame" ``` --- ## inspecionar objetos `data.frame` ```r names(amapa) dim(amapa) nrow(amapa) ncol(amapa) head(amapa) # 6 linhas por padrão tail(amapa) rownames(amapa) length(amapa) # numero de colunas summary(amapa) # quantis e a média ``` --- ## selecionar colunas e filtrar linhas + entre colchetes também mas __as dimensões separadas por uma vírgula__ `amapa[linhas, colunas]` ```r amapa[, 1:3] #três primeiras colunas ``` ``` ## city city_ibge_code date ## 1 Macapá 1600303 2020-03-20 ## 2 <NA> 16 2020-03-20 ## 3 Macapá 1600303 2020-03-21 ## 4 <NA> 16 2020-03-21 ## 5 Macapá 1600303 2020-03-22 ## 6 <NA> 16 2020-03-22 ## 7 Macapá 1600303 2020-03-23 ## 8 <NA> 16 2020-03-23 ## 9 Macapá 1600303 2020-03-24 ## 10 <NA> 16 2020-03-24 ## 11 Macapá 1600303 2020-03-25 ## 12 <NA> 16 2020-03-25 ## 13 Macapá 1600303 2020-03-26 ## 14 <NA> 16 2020-03-26 ## 15 Macapá 1600303 2020-03-27 ## 16 <NA> 16 2020-03-27 ## 17 Macapá 1600303 2020-03-28 ## 18 <NA> 16 2020-03-28 ## 19 Macapá 1600303 2020-03-29 ## 20 <NA> 16 2020-03-29 ## 21 Macapá 1600303 2020-03-30 ## 22 <NA> 16 2020-03-30 ## 23 Macapá 1600303 2020-03-31 ## 24 <NA> 16 2020-03-31 ## 25 Macapá 1600303 2020-04-01 ## 26 <NA> 16 2020-04-01 ## 27 Macapá 1600303 2020-04-02 ## 28 <NA> 16 2020-04-02 ## 29 Macapá 1600303 2020-04-03 ## 30 <NA> 16 2020-04-03 ## 31 Macapá 1600303 2020-04-04 ## 32 Oiapoque 1600501 2020-04-04 ## 33 <NA> 16 2020-04-04 ## 34 Macapá 1600303 2020-04-05 ## 35 Oiapoque 1600501 2020-04-05 ## 36 Santana 1600600 2020-04-05 ## 37 <NA> 16 2020-04-05 ## 38 Macapá 1600303 2020-04-06 ## 39 Oiapoque 1600501 2020-04-06 ## 40 Santana 1600600 2020-04-06 ## 41 <NA> 16 2020-04-06 ## 42 Macapá 1600303 2020-04-07 ## 43 Oiapoque 1600501 2020-04-07 ## 44 Santana 1600600 2020-04-07 ## 45 <NA> 16 2020-04-07 ## 46 Macapá 1600303 2020-04-08 ## 47 Oiapoque 1600501 2020-04-08 ## 48 Santana 1600600 2020-04-08 ## 49 <NA> 16 2020-04-08 ## 50 Macapá 1600303 2020-04-09 ## 51 Oiapoque 1600501 2020-04-09 ## 52 Santana 1600600 2020-04-09 ## 53 <NA> 16 2020-04-09 ## 54 Macapá 1600303 2020-04-10 ## 55 Oiapoque 1600501 2020-04-10 ## 56 Santana 1600600 2020-04-10 ## 57 <NA> 16 2020-04-10 ## 58 Macapá 1600303 2020-04-11 ## 59 Oiapoque 1600501 2020-04-11 ## 60 Santana 1600600 2020-04-11 ## 61 <NA> 16 2020-04-11 ## 62 Macapá 1600303 2020-04-12 ## 63 Oiapoque 1600501 2020-04-12 ## 64 Santana 1600600 2020-04-12 ## 65 <NA> 16 2020-04-12 ## 66 Macapá 1600303 2020-04-13 ## 67 Oiapoque 1600501 2020-04-13 ## 68 Santana 1600600 2020-04-13 ## 69 <NA> 16 2020-04-13 ## 70 Macapá 1600303 2020-04-14 ## 71 Mazagão 1600402 2020-04-14 ## 72 Oiapoque 1600501 2020-04-14 ## 73 Porto Grande 1600535 2020-04-14 ## 74 Santana 1600600 2020-04-14 ## 75 Vitória do Jari 1600808 2020-04-14 ## 76 <NA> 16 2020-04-14 ## 77 Laranjal do Jari 1600279 2020-04-15 ## 78 Macapá 1600303 2020-04-15 ## 79 Mazagão 1600402 2020-04-15 ## 80 Oiapoque 1600501 2020-04-15 ## 81 Porto Grande 1600535 2020-04-15 ## 82 Santana 1600600 2020-04-15 ## 83 Vitória do Jari 1600808 2020-04-15 ## 84 <NA> 16 2020-04-15 ## 85 Laranjal do Jari 1600279 2020-04-16 ## 86 Macapá 1600303 2020-04-16 ## 87 Mazagão 1600402 2020-04-16 ## 88 Oiapoque 1600501 2020-04-16 ## 89 Porto Grande 1600535 2020-04-16 ## 90 Santana 1600600 2020-04-16 ## 91 Vitória do Jari 1600808 2020-04-16 ## 92 <NA> 16 2020-04-16 ## 93 Laranjal do Jari 1600279 2020-04-17 ## 94 Macapá 1600303 2020-04-17 ## 95 Mazagão 1600402 2020-04-17 ## 96 Oiapoque 1600501 2020-04-17 ## 97 Porto Grande 1600535 2020-04-17 ## 98 Santana 1600600 2020-04-17 ## 99 Vitória do Jari 1600808 2020-04-17 ## 100 <NA> 16 2020-04-17 ## 101 Laranjal do Jari 1600279 2020-04-18 ## 102 Macapá 1600303 2020-04-18 ## 103 Mazagão 1600402 2020-04-18 ## 104 Oiapoque 1600501 2020-04-18 ## 105 Porto Grande 1600535 2020-04-18 ## 106 Santana 1600600 2020-04-18 ## 107 Vitória do Jari 1600808 2020-04-18 ## 108 <NA> 16 2020-04-18 ## 109 Laranjal do Jari 1600279 2020-04-19 ## 110 Macapá 1600303 2020-04-19 ## 111 Mazagão 1600402 2020-04-19 ## 112 Oiapoque 1600501 2020-04-19 ## 113 Porto Grande 1600535 2020-04-19 ## 114 Santana 1600600 2020-04-19 ## 115 Vitória do Jari 1600808 2020-04-19 ## 116 <NA> 16 2020-04-19 ## 117 Laranjal do Jari 1600279 2020-04-20 ## 118 Macapá 1600303 2020-04-20 ## 119 Mazagão 1600402 2020-04-20 ## 120 Oiapoque 1600501 2020-04-20 ## 121 Porto Grande 1600535 2020-04-20 ## 122 Santana 1600600 2020-04-20 ## 123 Vitória do Jari 1600808 2020-04-20 ## 124 <NA> 16 2020-04-20 ## 125 Laranjal do Jari 1600279 2020-04-21 ## 126 Macapá 1600303 2020-04-21 ## 127 Mazagão 1600402 2020-04-21 ## 128 Oiapoque 1600501 2020-04-21 ## 129 Porto Grande 1600535 2020-04-21 ## 130 Santana 1600600 2020-04-21 ## 131 Vitória do Jari 1600808 2020-04-21 ## 132 <NA> 16 2020-04-21 ## 133 Laranjal do Jari 1600279 2020-04-22 ## 134 Macapá 1600303 2020-04-22 ## 135 Mazagão 1600402 2020-04-22 ## 136 Oiapoque 1600501 2020-04-22 ## 137 Porto Grande 1600535 2020-04-22 ## 138 Santana 1600600 2020-04-22 ## 139 Serra do Navio 1600055 2020-04-22 ## 140 Vitória do Jari 1600808 2020-04-22 ## 141 <NA> 16 2020-04-22 ## 142 Laranjal do Jari 1600279 2020-04-23 ## 143 Macapá 1600303 2020-04-23 ## 144 Mazagão 1600402 2020-04-23 ## 145 Oiapoque 1600501 2020-04-23 ## 146 Pedra Branca do Amapari 1600154 2020-04-23 ## 147 Porto Grande 1600535 2020-04-23 ## 148 Santana 1600600 2020-04-23 ## 149 Serra do Navio 1600055 2020-04-23 ## 150 Vitória do Jari 1600808 2020-04-23 ## 151 <NA> 16 2020-04-23 ## 152 Itaubal 1600253 2020-04-24 ## 153 Laranjal do Jari 1600279 2020-04-24 ## 154 Macapá 1600303 2020-04-24 ## 155 Mazagão 1600402 2020-04-24 ## 156 Oiapoque 1600501 2020-04-24 ## 157 Pedra Branca do Amapari 1600154 2020-04-24 ## 158 Porto Grande 1600535 2020-04-24 ## 159 Santana 1600600 2020-04-24 ## 160 Serra do Navio 1600055 2020-04-24 ## 161 Vitória do Jari 1600808 2020-04-24 ## 162 <NA> 16 2020-04-24 ## 163 Itaubal 1600253 2020-04-25 ## 164 Laranjal do Jari 1600279 2020-04-25 ## 165 Macapá 1600303 2020-04-25 ## 166 Mazagão 1600402 2020-04-25 ## 167 Oiapoque 1600501 2020-04-25 ## 168 Pedra Branca do Amapari 1600154 2020-04-25 ## 169 Porto Grande 1600535 2020-04-25 ## 170 Santana 1600600 2020-04-25 ## 171 Serra do Navio 1600055 2020-04-25 ## 172 Vitória do Jari 1600808 2020-04-25 ## 173 <NA> 16 2020-04-25 ## 174 Amapá 1600105 2020-04-26 ## 175 Itaubal 1600253 2020-04-26 ## 176 Laranjal do Jari 1600279 2020-04-26 ## 177 Macapá 1600303 2020-04-26 ## 178 Mazagão 1600402 2020-04-26 ## 179 Oiapoque 1600501 2020-04-26 ## 180 Pedra Branca do Amapari 1600154 2020-04-26 ## 181 Porto Grande 1600535 2020-04-26 ## 182 Santana 1600600 2020-04-26 ## 183 Serra do Navio 1600055 2020-04-26 ## 184 Tartarugalzinho 1600709 2020-04-26 ## 185 Vitória do Jari 1600808 2020-04-26 ## 186 <NA> 16 2020-04-26 ## 187 Amapá 1600105 2020-04-27 ## 188 Itaubal 1600253 2020-04-27 ## 189 Laranjal do Jari 1600279 2020-04-27 ## 190 Macapá 1600303 2020-04-27 ## 191 Mazagão 1600402 2020-04-27 ## 192 Oiapoque 1600501 2020-04-27 ## 193 Pedra Branca do Amapari 1600154 2020-04-27 ## 194 Porto Grande 1600535 2020-04-27 ## 195 Santana 1600600 2020-04-27 ## 196 Serra do Navio 1600055 2020-04-27 ## 197 Tartarugalzinho 1600709 2020-04-27 ## 198 Vitória do Jari 1600808 2020-04-27 ## 199 <NA> 16 2020-04-27 ## 200 Amapá 1600105 2020-04-28 ## 201 Itaubal 1600253 2020-04-28 ## 202 Laranjal do Jari 1600279 2020-04-28 ## 203 Macapá 1600303 2020-04-28 ## 204 Mazagão 1600402 2020-04-28 ## 205 Oiapoque 1600501 2020-04-28 ## 206 Pedra Branca do Amapari 1600154 2020-04-28 ## 207 Porto Grande 1600535 2020-04-28 ## 208 Santana 1600600 2020-04-28 ## 209 Serra do Navio 1600055 2020-04-28 ## 210 Tartarugalzinho 1600709 2020-04-28 ## 211 Vitória do Jari 1600808 2020-04-28 ## 212 <NA> 16 2020-04-28 ## 213 Amapá 1600105 2020-04-29 ## 214 Itaubal 1600253 2020-04-29 ## 215 Laranjal do Jari 1600279 2020-04-29 ## 216 Macapá 1600303 2020-04-29 ## 217 Mazagão 1600402 2020-04-29 ## 218 Oiapoque 1600501 2020-04-29 ## 219 Pedra Branca do Amapari 1600154 2020-04-29 ## 220 Porto Grande 1600535 2020-04-29 ## 221 Santana 1600600 2020-04-29 ## 222 Serra do Navio 1600055 2020-04-29 ## 223 Tartarugalzinho 1600709 2020-04-29 ## 224 Vitória do Jari 1600808 2020-04-29 ## 225 <NA> 16 2020-04-29 ## 226 Amapá 1600105 2020-04-30 ## 227 Itaubal 1600253 2020-04-30 ## 228 Laranjal do Jari 1600279 2020-04-30 ## 229 Macapá 1600303 2020-04-30 ## 230 Mazagão 1600402 2020-04-30 ## 231 Oiapoque 1600501 2020-04-30 ## 232 Pedra Branca do Amapari 1600154 2020-04-30 ## 233 Porto Grande 1600535 2020-04-30 ## 234 Santana 1600600 2020-04-30 ## 235 Serra do Navio 1600055 2020-04-30 ## 236 Tartarugalzinho 1600709 2020-04-30 ## 237 Vitória do Jari 1600808 2020-04-30 ## 238 <NA> 16 2020-04-30 ## 239 Amapá 1600105 2020-05-01 ## 240 Calçoene 1600204 2020-05-01 ## 241 Itaubal 1600253 2020-05-01 ## 242 Laranjal do Jari 1600279 2020-05-01 ## 243 Macapá 1600303 2020-05-01 ## 244 Mazagão 1600402 2020-05-01 ## 245 Oiapoque 1600501 2020-05-01 ## 246 Pedra Branca do Amapari 1600154 2020-05-01 ## 247 Porto Grande 1600535 2020-05-01 ## 248 Santana 1600600 2020-05-01 ## 249 Serra do Navio 1600055 2020-05-01 ## 250 Tartarugalzinho 1600709 2020-05-01 ## 251 Vitória do Jari 1600808 2020-05-01 ## 252 <NA> 16 2020-05-01 ## 253 Amapá 1600105 2020-05-02 ## 254 Calçoene 1600204 2020-05-02 ## 255 Ferreira Gomes 1600238 2020-05-02 ## 256 Itaubal 1600253 2020-05-02 ## 257 Laranjal do Jari 1600279 2020-05-02 ## 258 Macapá 1600303 2020-05-02 ## 259 Mazagão 1600402 2020-05-02 ## 260 Oiapoque 1600501 2020-05-02 ## 261 Pedra Branca do Amapari 1600154 2020-05-02 ## 262 Porto Grande 1600535 2020-05-02 ## 263 Santana 1600600 2020-05-02 ## 264 Serra do Navio 1600055 2020-05-02 ## 265 Tartarugalzinho 1600709 2020-05-02 ## 266 Vitória do Jari 1600808 2020-05-02 ## 267 <NA> 16 2020-05-02 ## 268 Amapá 1600105 2020-05-03 ## 269 Calçoene 1600204 2020-05-03 ## 270 Ferreira Gomes 1600238 2020-05-03 ## 271 Itaubal 1600253 2020-05-03 ## 272 Laranjal do Jari 1600279 2020-05-03 ## 273 Macapá 1600303 2020-05-03 ## 274 Mazagão 1600402 2020-05-03 ## 275 Oiapoque 1600501 2020-05-03 ## 276 Pedra Branca do Amapari 1600154 2020-05-03 ## 277 Porto Grande 1600535 2020-05-03 ## 278 Santana 1600600 2020-05-03 ## 279 Serra do Navio 1600055 2020-05-03 ## 280 Tartarugalzinho 1600709 2020-05-03 ## 281 Vitória do Jari 1600808 2020-05-03 ## 282 <NA> 16 2020-05-03 ## 283 Amapá 1600105 2020-05-04 ## 284 Calçoene 1600204 2020-05-04 ## 285 Ferreira Gomes 1600238 2020-05-04 ## 286 Itaubal 1600253 2020-05-04 ## 287 Laranjal do Jari 1600279 2020-05-04 ## 288 Macapá 1600303 2020-05-04 ## 289 Mazagão 1600402 2020-05-04 ## 290 Oiapoque 1600501 2020-05-04 ## 291 Pedra Branca do Amapari 1600154 2020-05-04 ## 292 Porto Grande 1600535 2020-05-04 ## 293 Santana 1600600 2020-05-04 ## 294 Serra do Navio 1600055 2020-05-04 ## 295 Tartarugalzinho 1600709 2020-05-04 ## 296 Vitória do Jari 1600808 2020-05-04 ## 297 <NA> 16 2020-05-04 ## 298 Amapá 1600105 2020-05-05 ## 299 Calçoene 1600204 2020-05-05 ## 300 Cutias 1600212 2020-05-05 ## 301 Ferreira Gomes 1600238 2020-05-05 ## 302 Itaubal 1600253 2020-05-05 ## 303 Laranjal do Jari 1600279 2020-05-05 ## 304 Macapá 1600303 2020-05-05 ## 305 Mazagão 1600402 2020-05-05 ## 306 Oiapoque 1600501 2020-05-05 ## 307 Pedra Branca do Amapari 1600154 2020-05-05 ## 308 Porto Grande 1600535 2020-05-05 ## 309 Pracuúba 1600550 2020-05-05 ## 310 Santana 1600600 2020-05-05 ## 311 Serra do Navio 1600055 2020-05-05 ## 312 Tartarugalzinho 1600709 2020-05-05 ## 313 Vitória do Jari 1600808 2020-05-05 ## 314 <NA> 16 2020-05-05 ## 315 Amapá 1600105 2020-05-06 ## 316 Calçoene 1600204 2020-05-06 ## 317 Cutias 1600212 2020-05-06 ## 318 Ferreira Gomes 1600238 2020-05-06 ## 319 Itaubal 1600253 2020-05-06 ## 320 Laranjal do Jari 1600279 2020-05-06 ## 321 Macapá 1600303 2020-05-06 ## 322 Mazagão 1600402 2020-05-06 ## 323 Oiapoque 1600501 2020-05-06 ## 324 Pedra Branca do Amapari 1600154 2020-05-06 ## 325 Porto Grande 1600535 2020-05-06 ## 326 Pracuúba 1600550 2020-05-06 ## 327 Santana 1600600 2020-05-06 ## 328 Serra do Navio 1600055 2020-05-06 ## 329 Tartarugalzinho 1600709 2020-05-06 ## 330 Vitória do Jari 1600808 2020-05-06 ## 331 <NA> 16 2020-05-06 ## 332 Amapá 1600105 2020-05-07 ## 333 Calçoene 1600204 2020-05-07 ## 334 Cutias 1600212 2020-05-07 ## 335 Ferreira Gomes 1600238 2020-05-07 ## 336 Itaubal 1600253 2020-05-07 ## 337 Laranjal do Jari 1600279 2020-05-07 ## 338 Macapá 1600303 2020-05-07 ## 339 Mazagão 1600402 2020-05-07 ## 340 Oiapoque 1600501 2020-05-07 ## 341 Pedra Branca do Amapari 1600154 2020-05-07 ## 342 Porto Grande 1600535 2020-05-07 ## 343 Pracuúba 1600550 2020-05-07 ## 344 Santana 1600600 2020-05-07 ## 345 Serra do Navio 1600055 2020-05-07 ## 346 Tartarugalzinho 1600709 2020-05-07 ## 347 Vitória do Jari 1600808 2020-05-07 ## 348 <NA> 16 2020-05-07 ## 349 Amapá 1600105 2020-05-08 ## 350 Calçoene 1600204 2020-05-08 ## 351 Cutias 1600212 2020-05-08 ## 352 Ferreira Gomes 1600238 2020-05-08 ## 353 Itaubal 1600253 2020-05-08 ## 354 Laranjal do Jari 1600279 2020-05-08 ## 355 Macapá 1600303 2020-05-08 ## 356 Mazagão 1600402 2020-05-08 ## 357 Oiapoque 1600501 2020-05-08 ## 358 Pedra Branca do Amapari 1600154 2020-05-08 ## 359 Porto Grande 1600535 2020-05-08 ## 360 Pracuúba 1600550 2020-05-08 ## 361 Santana 1600600 2020-05-08 ## 362 Serra do Navio 1600055 2020-05-08 ## 363 Tartarugalzinho 1600709 2020-05-08 ## 364 Vitória do Jari 1600808 2020-05-08 ## 365 <NA> 16 2020-05-08 ## 366 Amapá 1600105 2020-05-09 ## 367 Calçoene 1600204 2020-05-09 ## 368 Cutias 1600212 2020-05-09 ## 369 Ferreira Gomes 1600238 2020-05-09 ## 370 Itaubal 1600253 2020-05-09 ## 371 Laranjal do Jari 1600279 2020-05-09 ## 372 Macapá 1600303 2020-05-09 ## 373 Mazagão 1600402 2020-05-09 ## 374 Oiapoque 1600501 2020-05-09 ## 375 Pedra Branca do Amapari 1600154 2020-05-09 ## 376 Porto Grande 1600535 2020-05-09 ## 377 Pracuúba 1600550 2020-05-09 ## 378 Santana 1600600 2020-05-09 ## 379 Serra do Navio 1600055 2020-05-09 ## 380 Tartarugalzinho 1600709 2020-05-09 ## 381 Vitória do Jari 1600808 2020-05-09 ## 382 <NA> 16 2020-05-09 ## 383 Amapá 1600105 2020-05-10 ## 384 Calçoene 1600204 2020-05-10 ## 385 Cutias 1600212 2020-05-10 ## 386 Ferreira Gomes 1600238 2020-05-10 ## 387 Itaubal 1600253 2020-05-10 ## 388 Laranjal do Jari 1600279 2020-05-10 ## 389 Macapá 1600303 2020-05-10 ## 390 Mazagão 1600402 2020-05-10 ## 391 Oiapoque 1600501 2020-05-10 ## 392 Pedra Branca do Amapari 1600154 2020-05-10 ## 393 Porto Grande 1600535 2020-05-10 ## 394 Pracuúba 1600550 2020-05-10 ## 395 Santana 1600600 2020-05-10 ## 396 Serra do Navio 1600055 2020-05-10 ## 397 Tartarugalzinho 1600709 2020-05-10 ## 398 Vitória do Jari 1600808 2020-05-10 ## 399 <NA> 16 2020-05-10 ## 400 Amapá 1600105 2020-05-11 ## 401 Calçoene 1600204 2020-05-11 ## 402 Cutias 1600212 2020-05-11 ## 403 Ferreira Gomes 1600238 2020-05-11 ## 404 Itaubal 1600253 2020-05-11 ## 405 Laranjal do Jari 1600279 2020-05-11 ## 406 Macapá 1600303 2020-05-11 ## 407 Mazagão 1600402 2020-05-11 ## 408 Oiapoque 1600501 2020-05-11 ## 409 Pedra Branca do Amapari 1600154 2020-05-11 ## 410 Porto Grande 1600535 2020-05-11 ## 411 Pracuúba 1600550 2020-05-11 ## 412 Santana 1600600 2020-05-11 ## 413 Serra do Navio 1600055 2020-05-11 ## 414 Tartarugalzinho 1600709 2020-05-11 ## 415 Vitória do Jari 1600808 2020-05-11 ## 416 <NA> 16 2020-05-11 ## 417 Amapá 1600105 2020-05-12 ## 418 Calçoene 1600204 2020-05-12 ## 419 Cutias 1600212 2020-05-12 ## 420 Ferreira Gomes 1600238 2020-05-12 ## 421 Itaubal 1600253 2020-05-12 ## 422 Laranjal do Jari 1600279 2020-05-12 ## 423 Macapá 1600303 2020-05-12 ## 424 Mazagão 1600402 2020-05-12 ## 425 Oiapoque 1600501 2020-05-12 ## 426 Pedra Branca do Amapari 1600154 2020-05-12 ## 427 Porto Grande 1600535 2020-05-12 ## 428 Pracuúba 1600550 2020-05-12 ## 429 Santana 1600600 2020-05-12 ## 430 Serra do Navio 1600055 2020-05-12 ## 431 Tartarugalzinho 1600709 2020-05-12 ## 432 Vitória do Jari 1600808 2020-05-12 ## 433 <NA> 16 2020-05-12 ## 434 Amapá 1600105 2020-05-13 ## 435 Calçoene 1600204 2020-05-13 ## 436 Cutias 1600212 2020-05-13 ## 437 Ferreira Gomes 1600238 2020-05-13 ## 438 Itaubal 1600253 2020-05-13 ## 439 Laranjal do Jari 1600279 2020-05-13 ## 440 Macapá 1600303 2020-05-13 ## 441 Mazagão 1600402 2020-05-13 ## 442 Oiapoque 1600501 2020-05-13 ## 443 Pedra Branca do Amapari 1600154 2020-05-13 ## 444 Porto Grande 1600535 2020-05-13 ## 445 Pracuúba 1600550 2020-05-13 ## 446 Santana 1600600 2020-05-13 ## 447 Serra do Navio 1600055 2020-05-13 ## 448 Tartarugalzinho 1600709 2020-05-13 ## 449 Vitória do Jari 1600808 2020-05-13 ## 450 <NA> 16 2020-05-13 ## 451 Amapá 1600105 2020-05-14 ## 452 Calçoene 1600204 2020-05-14 ## 453 Cutias 1600212 2020-05-14 ## 454 Ferreira Gomes 1600238 2020-05-14 ## 455 Itaubal 1600253 2020-05-14 ## 456 Laranjal do Jari 1600279 2020-05-14 ## 457 Macapá 1600303 2020-05-14 ## 458 Mazagão 1600402 2020-05-14 ## 459 Oiapoque 1600501 2020-05-14 ## 460 Pedra Branca do Amapari 1600154 2020-05-14 ## 461 Porto Grande 1600535 2020-05-14 ## 462 Pracuúba 1600550 2020-05-14 ## 463 Santana 1600600 2020-05-14 ## 464 Serra do Navio 1600055 2020-05-14 ## 465 Tartarugalzinho 1600709 2020-05-14 ## 466 Vitória do Jari 1600808 2020-05-14 ## 467 <NA> 16 2020-05-14 ## 468 Amapá 1600105 2020-05-15 ## 469 Calçoene 1600204 2020-05-15 ## 470 Cutias 1600212 2020-05-15 ## 471 Ferreira Gomes 1600238 2020-05-15 ## 472 Itaubal 1600253 2020-05-15 ## 473 Laranjal do Jari 1600279 2020-05-15 ## 474 Macapá 1600303 2020-05-15 ## 475 Mazagão 1600402 2020-05-15 ## 476 Oiapoque 1600501 2020-05-15 ## 477 Pedra Branca do Amapari 1600154 2020-05-15 ## 478 Porto Grande 1600535 2020-05-15 ## 479 Pracuúba 1600550 2020-05-15 ## 480 Santana 1600600 2020-05-15 ## 481 Serra do Navio 1600055 2020-05-15 ## 482 Tartarugalzinho 1600709 2020-05-15 ## 483 Vitória do Jari 1600808 2020-05-15 ## 484 <NA> 16 2020-05-15 ## 485 Amapá 1600105 2020-05-16 ## 486 Calçoene 1600204 2020-05-16 ## 487 Cutias 1600212 2020-05-16 ## 488 Ferreira Gomes 1600238 2020-05-16 ## 489 Itaubal 1600253 2020-05-16 ## 490 Laranjal do Jari 1600279 2020-05-16 ## 491 Macapá 1600303 2020-05-16 ## 492 Mazagão 1600402 2020-05-16 ## 493 Oiapoque 1600501 2020-05-16 ## 494 Pedra Branca do Amapari 1600154 2020-05-16 ## 495 Porto Grande 1600535 2020-05-16 ## 496 Pracuúba 1600550 2020-05-16 ## 497 Santana 1600600 2020-05-16 ## 498 Serra do Navio 1600055 2020-05-16 ## 499 Tartarugalzinho 1600709 2020-05-16 ## 500 Vitória do Jari 1600808 2020-05-16 ## 501 <NA> 16 2020-05-16 ## 502 Amapá 1600105 2020-05-17 ## 503 Calçoene 1600204 2020-05-17 ## 504 Cutias 1600212 2020-05-17 ## 505 Ferreira Gomes 1600238 2020-05-17 ## 506 Itaubal 1600253 2020-05-17 ## 507 Laranjal do Jari 1600279 2020-05-17 ## 508 Macapá 1600303 2020-05-17 ## 509 Mazagão 1600402 2020-05-17 ## 510 Oiapoque 1600501 2020-05-17 ## 511 Pedra Branca do Amapari 1600154 2020-05-17 ## 512 Porto Grande 1600535 2020-05-17 ## 513 Pracuúba 1600550 2020-05-17 ## 514 Santana 1600600 2020-05-17 ## 515 Serra do Navio 1600055 2020-05-17 ## 516 Tartarugalzinho 1600709 2020-05-17 ## 517 Vitória do Jari 1600808 2020-05-17 ## 518 <NA> 16 2020-05-17 ## 519 Amapá 1600105 2020-05-18 ## 520 Calçoene 1600204 2020-05-18 ## 521 Cutias 1600212 2020-05-18 ## 522 Ferreira Gomes 1600238 2020-05-18 ## 523 Itaubal 1600253 2020-05-18 ## 524 Laranjal do Jari 1600279 2020-05-18 ## 525 Macapá 1600303 2020-05-18 ## 526 Mazagão 1600402 2020-05-18 ## 527 Oiapoque 1600501 2020-05-18 ## 528 Pedra Branca do Amapari 1600154 2020-05-18 ## 529 Porto Grande 1600535 2020-05-18 ## 530 Pracuúba 1600550 2020-05-18 ## 531 Santana 1600600 2020-05-18 ## 532 Serra do Navio 1600055 2020-05-18 ## 533 Tartarugalzinho 1600709 2020-05-18 ## 534 Vitória do Jari 1600808 2020-05-18 ## 535 <NA> 16 2020-05-18 ## 536 Amapá 1600105 2020-05-19 ## 537 Calçoene 1600204 2020-05-19 ## 538 Cutias 1600212 2020-05-19 ## 539 Ferreira Gomes 1600238 2020-05-19 ## 540 Itaubal 1600253 2020-05-19 ## 541 Laranjal do Jari 1600279 2020-05-19 ## 542 Macapá 1600303 2020-05-19 ## 543 Mazagão 1600402 2020-05-19 ## 544 Oiapoque 1600501 2020-05-19 ## 545 Pedra Branca do Amapari 1600154 2020-05-19 ## 546 Porto Grande 1600535 2020-05-19 ## 547 Pracuúba 1600550 2020-05-19 ## 548 Santana 1600600 2020-05-19 ## 549 Serra do Navio 1600055 2020-05-19 ## 550 Tartarugalzinho 1600709 2020-05-19 ## 551 Vitória do Jari 1600808 2020-05-19 ## 552 <NA> 16 2020-05-19 ## 553 Amapá 1600105 2020-05-20 ## 554 Calçoene 1600204 2020-05-20 ## 555 Cutias 1600212 2020-05-20 ## 556 Ferreira Gomes 1600238 2020-05-20 ## 557 Itaubal 1600253 2020-05-20 ## 558 Laranjal do Jari 1600279 2020-05-20 ## 559 Macapá 1600303 2020-05-20 ## 560 Mazagão 1600402 2020-05-20 ## 561 Oiapoque 1600501 2020-05-20 ## 562 Pedra Branca do Amapari 1600154 2020-05-20 ## 563 Porto Grande 1600535 2020-05-20 ## 564 Pracuúba 1600550 2020-05-20 ## 565 Santana 1600600 2020-05-20 ## 566 Serra do Navio 1600055 2020-05-20 ## 567 Tartarugalzinho 1600709 2020-05-20 ## 568 Vitória do Jari 1600808 2020-05-20 ## 569 <NA> 16 2020-05-20 ## 570 Amapá 1600105 2020-05-21 ## 571 Calçoene 1600204 2020-05-21 ## 572 Cutias 1600212 2020-05-21 ## 573 Ferreira Gomes 1600238 2020-05-21 ## 574 Itaubal 1600253 2020-05-21 ## 575 Laranjal do Jari 1600279 2020-05-21 ## 576 Macapá 1600303 2020-05-21 ## 577 Mazagão 1600402 2020-05-21 ## 578 Oiapoque 1600501 2020-05-21 ## 579 Pedra Branca do Amapari 1600154 2020-05-21 ## 580 Porto Grande 1600535 2020-05-21 ## 581 Pracuúba 1600550 2020-05-21 ## 582 Santana 1600600 2020-05-21 ## 583 Serra do Navio 1600055 2020-05-21 ## 584 Tartarugalzinho 1600709 2020-05-21 ## 585 Vitória do Jari 1600808 2020-05-21 ## 586 <NA> 16 2020-05-21 ## 587 Amapá 1600105 2020-05-22 ## 588 Calçoene 1600204 2020-05-22 ## 589 Cutias 1600212 2020-05-22 ## 590 Ferreira Gomes 1600238 2020-05-22 ## 591 Itaubal 1600253 2020-05-22 ## 592 Laranjal do Jari 1600279 2020-05-22 ## 593 Macapá 1600303 2020-05-22 ## 594 Mazagão 1600402 2020-05-22 ## 595 Oiapoque 1600501 2020-05-22 ## 596 Pedra Branca do Amapari 1600154 2020-05-22 ## 597 Porto Grande 1600535 2020-05-22 ## 598 Pracuúba 1600550 2020-05-22 ## 599 Santana 1600600 2020-05-22 ## 600 Serra do Navio 1600055 2020-05-22 ## 601 Tartarugalzinho 1600709 2020-05-22 ## 602 Vitória do Jari 1600808 2020-05-22 ## 603 <NA> 16 2020-05-22 ## 604 Amapá 1600105 2020-05-23 ## 605 Calçoene 1600204 2020-05-23 ## 606 Cutias 1600212 2020-05-23 ## 607 Ferreira Gomes 1600238 2020-05-23 ## 608 Itaubal 1600253 2020-05-23 ## 609 Laranjal do Jari 1600279 2020-05-23 ## 610 Macapá 1600303 2020-05-23 ## 611 Mazagão 1600402 2020-05-23 ## 612 Oiapoque 1600501 2020-05-23 ## 613 Pedra Branca do Amapari 1600154 2020-05-23 ## 614 Porto Grande 1600535 2020-05-23 ## 615 Pracuúba 1600550 2020-05-23 ## 616 Santana 1600600 2020-05-23 ## 617 Serra do Navio 1600055 2020-05-23 ## 618 Tartarugalzinho 1600709 2020-05-23 ## 619 Vitória do Jari 1600808 2020-05-23 ## 620 <NA> 16 2020-05-23 ## 621 Amapá 1600105 2020-05-24 ## 622 Calçoene 1600204 2020-05-24 ## 623 Cutias 1600212 2020-05-24 ## 624 Ferreira Gomes 1600238 2020-05-24 ## 625 Itaubal 1600253 2020-05-24 ## 626 Laranjal do Jari 1600279 2020-05-24 ## 627 Macapá 1600303 2020-05-24 ## 628 Mazagão 1600402 2020-05-24 ## 629 Oiapoque 1600501 2020-05-24 ## 630 Pedra Branca do Amapari 1600154 2020-05-24 ## 631 Porto Grande 1600535 2020-05-24 ## 632 Pracuúba 1600550 2020-05-24 ## 633 Santana 1600600 2020-05-24 ## 634 Serra do Navio 1600055 2020-05-24 ## 635 Tartarugalzinho 1600709 2020-05-24 ## 636 Vitória do Jari 1600808 2020-05-24 ## 637 <NA> 16 2020-05-24 ## 638 Amapá 1600105 2020-05-25 ## 639 Calçoene 1600204 2020-05-25 ## 640 Cutias 1600212 2020-05-25 ## 641 Ferreira Gomes 1600238 2020-05-25 ## 642 Itaubal 1600253 2020-05-25 ## 643 Laranjal do Jari 1600279 2020-05-25 ## 644 Macapá 1600303 2020-05-25 ## 645 Mazagão 1600402 2020-05-25 ## 646 Oiapoque 1600501 2020-05-25 ## 647 Pedra Branca do Amapari 1600154 2020-05-25 ## 648 Porto Grande 1600535 2020-05-25 ## 649 Pracuúba 1600550 2020-05-25 ## 650 Santana 1600600 2020-05-25 ## 651 Serra do Navio 1600055 2020-05-25 ## 652 Tartarugalzinho 1600709 2020-05-25 ## 653 Vitória do Jari 1600808 2020-05-25 ## 654 <NA> 16 2020-05-25 ## 655 Amapá 1600105 2020-05-26 ## 656 Calçoene 1600204 2020-05-26 ## 657 Cutias 1600212 2020-05-26 ## 658 Ferreira Gomes 1600238 2020-05-26 ## 659 Itaubal 1600253 2020-05-26 ## 660 Laranjal do Jari 1600279 2020-05-26 ## 661 Macapá 1600303 2020-05-26 ## 662 Mazagão 1600402 2020-05-26 ## 663 Oiapoque 1600501 2020-05-26 ## 664 Pedra Branca do Amapari 1600154 2020-05-26 ## 665 Porto Grande 1600535 2020-05-26 ## 666 Pracuúba 1600550 2020-05-26 ## 667 Santana 1600600 2020-05-26 ## 668 Serra do Navio 1600055 2020-05-26 ## 669 Tartarugalzinho 1600709 2020-05-26 ## 670 Vitória do Jari 1600808 2020-05-26 ## 671 <NA> 16 2020-05-26 ## 672 Amapá 1600105 2020-05-27 ## 673 Calçoene 1600204 2020-05-27 ## 674 Cutias 1600212 2020-05-27 ## 675 Ferreira Gomes 1600238 2020-05-27 ## 676 Itaubal 1600253 2020-05-27 ## 677 Laranjal do Jari 1600279 2020-05-27 ## 678 Macapá 1600303 2020-05-27 ## 679 Mazagão 1600402 2020-05-27 ## 680 Oiapoque 1600501 2020-05-27 ## 681 Pedra Branca do Amapari 1600154 2020-05-27 ## 682 Porto Grande 1600535 2020-05-27 ## 683 Pracuúba 1600550 2020-05-27 ## 684 Santana 1600600 2020-05-27 ## 685 Serra do Navio 1600055 2020-05-27 ## 686 Tartarugalzinho 1600709 2020-05-27 ## 687 Vitória do Jari 1600808 2020-05-27 ## 688 <NA> 16 2020-05-27 ## 689 Amapá 1600105 2020-05-28 ## 690 Calçoene 1600204 2020-05-28 ## 691 Cutias 1600212 2020-05-28 ## 692 Ferreira Gomes 1600238 2020-05-28 ## 693 Itaubal 1600253 2020-05-28 ## 694 Laranjal do Jari 1600279 2020-05-28 ## 695 Macapá 1600303 2020-05-28 ## 696 Mazagão 1600402 2020-05-28 ## 697 Oiapoque 1600501 2020-05-28 ## 698 Pedra Branca do Amapari 1600154 2020-05-28 ## 699 Porto Grande 1600535 2020-05-28 ## 700 Pracuúba 1600550 2020-05-28 ## 701 Santana 1600600 2020-05-28 ## 702 Serra do Navio 1600055 2020-05-28 ## 703 Tartarugalzinho 1600709 2020-05-28 ## 704 Vitória do Jari 1600808 2020-05-28 ## 705 <NA> 16 2020-05-28 ## 706 Amapá 1600105 2020-05-29 ## 707 Calçoene 1600204 2020-05-29 ## 708 Cutias 1600212 2020-05-29 ## 709 Ferreira Gomes 1600238 2020-05-29 ## 710 Itaubal 1600253 2020-05-29 ## 711 Laranjal do Jari 1600279 2020-05-29 ## 712 Macapá 1600303 2020-05-29 ## 713 Mazagão 1600402 2020-05-29 ## 714 Oiapoque 1600501 2020-05-29 ## 715 Pedra Branca do Amapari 1600154 2020-05-29 ## 716 Porto Grande 1600535 2020-05-29 ## 717 Pracuúba 1600550 2020-05-29 ## 718 Santana 1600600 2020-05-29 ## 719 Serra do Navio 1600055 2020-05-29 ## 720 Tartarugalzinho 1600709 2020-05-29 ## 721 Vitória do Jari 1600808 2020-05-29 ## 722 <NA> 16 2020-05-29 ## 723 Amapá 1600105 2020-05-30 ## 724 Calçoene 1600204 2020-05-30 ## 725 Cutias 1600212 2020-05-30 ## 726 Ferreira Gomes 1600238 2020-05-30 ## 727 Itaubal 1600253 2020-05-30 ## 728 Laranjal do Jari 1600279 2020-05-30 ## 729 Macapá 1600303 2020-05-30 ## 730 Mazagão 1600402 2020-05-30 ## 731 Oiapoque 1600501 2020-05-30 ## 732 Pedra Branca do Amapari 1600154 2020-05-30 ## 733 Porto Grande 1600535 2020-05-30 ## 734 Pracuúba 1600550 2020-05-30 ## 735 Santana 1600600 2020-05-30 ## 736 Serra do Navio 1600055 2020-05-30 ## 737 Tartarugalzinho 1600709 2020-05-30 ## 738 Vitória do Jari 1600808 2020-05-30 ## 739 <NA> 16 2020-05-30 ## 740 Amapá 1600105 2020-05-31 ## 741 Calçoene 1600204 2020-05-31 ## 742 Cutias 1600212 2020-05-31 ## 743 Ferreira Gomes 1600238 2020-05-31 ## 744 Itaubal 1600253 2020-05-31 ## 745 Laranjal do Jari 1600279 2020-05-31 ## 746 Macapá 1600303 2020-05-31 ## 747 Mazagão 1600402 2020-05-31 ## 748 Oiapoque 1600501 2020-05-31 ## 749 Pedra Branca do Amapari 1600154 2020-05-31 ## 750 Porto Grande 1600535 2020-05-31 ## 751 Pracuúba 1600550 2020-05-31 ## 752 Santana 1600600 2020-05-31 ## 753 Serra do Navio 1600055 2020-05-31 ## 754 Tartarugalzinho 1600709 2020-05-31 ## 755 Vitória do Jari 1600808 2020-05-31 ## 756 <NA> 16 2020-05-31 ## 757 Amapá 1600105 2020-06-01 ## 758 Calçoene 1600204 2020-06-01 ## 759 Cutias 1600212 2020-06-01 ## 760 Ferreira Gomes 1600238 2020-06-01 ## 761 Itaubal 1600253 2020-06-01 ## 762 Laranjal do Jari 1600279 2020-06-01 ## 763 Macapá 1600303 2020-06-01 ## 764 Mazagão 1600402 2020-06-01 ## 765 Oiapoque 1600501 2020-06-01 ## 766 Pedra Branca do Amapari 1600154 2020-06-01 ## 767 Porto Grande 1600535 2020-06-01 ## 768 Pracuúba 1600550 2020-06-01 ## 769 Santana 1600600 2020-06-01 ## 770 Serra do Navio 1600055 2020-06-01 ## 771 Tartarugalzinho 1600709 2020-06-01 ## 772 Vitória do Jari 1600808 2020-06-01 ## 773 <NA> 16 2020-06-01 ## 774 Amapá 1600105 2020-06-02 ## 775 Calçoene 1600204 2020-06-02 ## 776 Cutias 1600212 2020-06-02 ## 777 Ferreira Gomes 1600238 2020-06-02 ## 778 Itaubal 1600253 2020-06-02 ## 779 Laranjal do Jari 1600279 2020-06-02 ## 780 Macapá 1600303 2020-06-02 ## 781 Mazagão 1600402 2020-06-02 ## 782 Oiapoque 1600501 2020-06-02 ## 783 Pedra Branca do Amapari 1600154 2020-06-02 ## 784 Porto Grande 1600535 2020-06-02 ## 785 Pracuúba 1600550 2020-06-02 ## 786 Santana 1600600 2020-06-02 ## 787 Serra do Navio 1600055 2020-06-02 ## 788 Tartarugalzinho 1600709 2020-06-02 ## 789 Vitória do Jari 1600808 2020-06-02 ## 790 <NA> 16 2020-06-02 ## 791 Amapá 1600105 2020-06-03 ## 792 Calçoene 1600204 2020-06-03 ## 793 Cutias 1600212 2020-06-03 ## 794 Ferreira Gomes 1600238 2020-06-03 ## 795 Itaubal 1600253 2020-06-03 ## 796 Laranjal do Jari 1600279 2020-06-03 ## 797 Macapá 1600303 2020-06-03 ## 798 Mazagão 1600402 2020-06-03 ## 799 Oiapoque 1600501 2020-06-03 ## 800 Pedra Branca do Amapari 1600154 2020-06-03 ## 801 Porto Grande 1600535 2020-06-03 ## 802 Pracuúba 1600550 2020-06-03 ## 803 Santana 1600600 2020-06-03 ## 804 Serra do Navio 1600055 2020-06-03 ## 805 Tartarugalzinho 1600709 2020-06-03 ## 806 Vitória do Jari 1600808 2020-06-03 ## 807 <NA> 16 2020-06-03 ## 808 Amapá 1600105 2020-06-04 ## 809 Calçoene 1600204 2020-06-04 ## 810 Cutias 1600212 2020-06-04 ## 811 Ferreira Gomes 1600238 2020-06-04 ## 812 Itaubal 1600253 2020-06-04 ## 813 Laranjal do Jari 1600279 2020-06-04 ## 814 Macapá 1600303 2020-06-04 ## 815 Mazagão 1600402 2020-06-04 ## 816 Oiapoque 1600501 2020-06-04 ## 817 Pedra Branca do Amapari 1600154 2020-06-04 ## 818 Porto Grande 1600535 2020-06-04 ## 819 Pracuúba 1600550 2020-06-04 ## 820 Santana 1600600 2020-06-04 ## 821 Serra do Navio 1600055 2020-06-04 ## 822 Tartarugalzinho 1600709 2020-06-04 ## 823 Vitória do Jari 1600808 2020-06-04 ## 824 <NA> 16 2020-06-04 ## 825 Amapá 1600105 2020-06-05 ## 826 Calçoene 1600204 2020-06-05 ## 827 Cutias 1600212 2020-06-05 ## 828 Ferreira Gomes 1600238 2020-06-05 ## 829 Itaubal 1600253 2020-06-05 ## 830 Laranjal do Jari 1600279 2020-06-05 ## 831 Macapá 1600303 2020-06-05 ## 832 Mazagão 1600402 2020-06-05 ## 833 Oiapoque 1600501 2020-06-05 ## 834 Pedra Branca do Amapari 1600154 2020-06-05 ## 835 Porto Grande 1600535 2020-06-05 ## 836 Pracuúba 1600550 2020-06-05 ## 837 Santana 1600600 2020-06-05 ## 838 Serra do Navio 1600055 2020-06-05 ## 839 Tartarugalzinho 1600709 2020-06-05 ## 840 Vitória do Jari 1600808 2020-06-05 ## 841 <NA> 16 2020-06-05 ## 842 Amapá 1600105 2020-06-06 ## 843 Calçoene 1600204 2020-06-06 ## 844 Cutias 1600212 2020-06-06 ## 845 Ferreira Gomes 1600238 2020-06-06 ## 846 Itaubal 1600253 2020-06-06 ## 847 Laranjal do Jari 1600279 2020-06-06 ## 848 Macapá 1600303 2020-06-06 ## 849 Mazagão 1600402 2020-06-06 ## 850 Oiapoque 1600501 2020-06-06 ## 851 Pedra Branca do Amapari 1600154 2020-06-06 ## 852 Porto Grande 1600535 2020-06-06 ## 853 Pracuúba 1600550 2020-06-06 ## 854 Santana 1600600 2020-06-06 ## 855 Serra do Navio 1600055 2020-06-06 ## 856 Tartarugalzinho 1600709 2020-06-06 ## 857 Vitória do Jari 1600808 2020-06-06 ## 858 <NA> 16 2020-06-06 ## 859 Amapá 1600105 2020-06-07 ## 860 Calçoene 1600204 2020-06-07 ## 861 Cutias 1600212 2020-06-07 ## 862 Ferreira Gomes 1600238 2020-06-07 ## 863 Itaubal 1600253 2020-06-07 ## 864 Laranjal do Jari 1600279 2020-06-07 ## 865 Macapá 1600303 2020-06-07 ## 866 Mazagão 1600402 2020-06-07 ## 867 Oiapoque 1600501 2020-06-07 ## 868 Pedra Branca do Amapari 1600154 2020-06-07 ## 869 Porto Grande 1600535 2020-06-07 ## 870 Pracuúba 1600550 2020-06-07 ## 871 Santana 1600600 2020-06-07 ## 872 Serra do Navio 1600055 2020-06-07 ## 873 Tartarugalzinho 1600709 2020-06-07 ## 874 Vitória do Jari 1600808 2020-06-07 ## 875 <NA> 16 2020-06-07 ## 876 Amapá 1600105 2020-06-08 ## 877 Calçoene 1600204 2020-06-08 ## 878 Cutias 1600212 2020-06-08 ## 879 Ferreira Gomes 1600238 2020-06-08 ## 880 Itaubal 1600253 2020-06-08 ## 881 Laranjal do Jari 1600279 2020-06-08 ## 882 Macapá 1600303 2020-06-08 ## 883 Mazagão 1600402 2020-06-08 ## 884 Oiapoque 1600501 2020-06-08 ## 885 Pedra Branca do Amapari 1600154 2020-06-08 ## 886 Porto Grande 1600535 2020-06-08 ## 887 Pracuúba 1600550 2020-06-08 ## 888 Santana 1600600 2020-06-08 ## 889 Serra do Navio 1600055 2020-06-08 ## 890 Tartarugalzinho 1600709 2020-06-08 ## 891 Vitória do Jari 1600808 2020-06-08 ## 892 <NA> 16 2020-06-08 ## 893 Amapá 1600105 2020-06-09 ## 894 Calçoene 1600204 2020-06-09 ## 895 Cutias 1600212 2020-06-09 ## 896 Ferreira Gomes 1600238 2020-06-09 ## 897 Itaubal 1600253 2020-06-09 ## 898 Laranjal do Jari 1600279 2020-06-09 ## 899 Macapá 1600303 2020-06-09 ## 900 Mazagão 1600402 2020-06-09 ## 901 Oiapoque 1600501 2020-06-09 ## 902 Pedra Branca do Amapari 1600154 2020-06-09 ## 903 Porto Grande 1600535 2020-06-09 ## 904 Pracuúba 1600550 2020-06-09 ## 905 Santana 1600600 2020-06-09 ## 906 Serra do Navio 1600055 2020-06-09 ## 907 Tartarugalzinho 1600709 2020-06-09 ## 908 Vitória do Jari 1600808 2020-06-09 ## 909 <NA> 16 2020-06-09 ## 910 Amapá 1600105 2020-06-10 ## 911 Calçoene 1600204 2020-06-10 ## 912 Cutias 1600212 2020-06-10 ## 913 Ferreira Gomes 1600238 2020-06-10 ## 914 Itaubal 1600253 2020-06-10 ## 915 Laranjal do Jari 1600279 2020-06-10 ## 916 Macapá 1600303 2020-06-10 ## 917 Mazagão 1600402 2020-06-10 ## 918 Oiapoque 1600501 2020-06-10 ## 919 Pedra Branca do Amapari 1600154 2020-06-10 ## 920 Porto Grande 1600535 2020-06-10 ## 921 Pracuúba 1600550 2020-06-10 ## 922 Santana 1600600 2020-06-10 ## 923 Serra do Navio 1600055 2020-06-10 ## 924 Tartarugalzinho 1600709 2020-06-10 ## 925 Vitória do Jari 1600808 2020-06-10 ## 926 <NA> 16 2020-06-10 ## 927 Amapá 1600105 2020-06-11 ## 928 Calçoene 1600204 2020-06-11 ## 929 Cutias 1600212 2020-06-11 ## 930 Ferreira Gomes 1600238 2020-06-11 ## 931 Itaubal 1600253 2020-06-11 ## 932 Laranjal do Jari 1600279 2020-06-11 ## 933 Macapá 1600303 2020-06-11 ## 934 Mazagão 1600402 2020-06-11 ## 935 Oiapoque 1600501 2020-06-11 ## 936 Pedra Branca do Amapari 1600154 2020-06-11 ## 937 Porto Grande 1600535 2020-06-11 ## 938 Pracuúba 1600550 2020-06-11 ## 939 Santana 1600600 2020-06-11 ## 940 Serra do Navio 1600055 2020-06-11 ## 941 Tartarugalzinho 1600709 2020-06-11 ## 942 Vitória do Jari 1600808 2020-06-11 ## 943 <NA> 16 2020-06-11 ## 944 Amapá 1600105 2020-06-12 ## 945 Calçoene 1600204 2020-06-12 ## 946 Cutias 1600212 2020-06-12 ## 947 Ferreira Gomes 1600238 2020-06-12 ## 948 Itaubal 1600253 2020-06-12 ## 949 Laranjal do Jari 1600279 2020-06-12 ## 950 Macapá 1600303 2020-06-12 ## 951 Mazagão 1600402 2020-06-12 ## 952 Oiapoque 1600501 2020-06-12 ## 953 Pedra Branca do Amapari 1600154 2020-06-12 ## 954 Porto Grande 1600535 2020-06-12 ## 955 Pracuúba 1600550 2020-06-12 ## 956 Santana 1600600 2020-06-12 ## 957 Serra do Navio 1600055 2020-06-12 ## 958 Tartarugalzinho 1600709 2020-06-12 ## 959 Vitória do Jari 1600808 2020-06-12 ## 960 <NA> 16 2020-06-12 ## 961 Amapá 1600105 2020-06-13 ## 962 Calçoene 1600204 2020-06-13 ## 963 Cutias 1600212 2020-06-13 ## 964 Ferreira Gomes 1600238 2020-06-13 ## 965 Itaubal 1600253 2020-06-13 ## 966 Laranjal do Jari 1600279 2020-06-13 ## 967 Macapá 1600303 2020-06-13 ## 968 Mazagão 1600402 2020-06-13 ## 969 Oiapoque 1600501 2020-06-13 ## 970 Pedra Branca do Amapari 1600154 2020-06-13 ## 971 Porto Grande 1600535 2020-06-13 ## 972 Pracuúba 1600550 2020-06-13 ## 973 Santana 1600600 2020-06-13 ## 974 Serra do Navio 1600055 2020-06-13 ## 975 Tartarugalzinho 1600709 2020-06-13 ## 976 Vitória do Jari 1600808 2020-06-13 ## 977 <NA> 16 2020-06-13 ## 978 Amapá 1600105 2020-06-14 ## 979 Calçoene 1600204 2020-06-14 ## 980 Cutias 1600212 2020-06-14 ## 981 Ferreira Gomes 1600238 2020-06-14 ## 982 Itaubal 1600253 2020-06-14 ## 983 Laranjal do Jari 1600279 2020-06-14 ## 984 Macapá 1600303 2020-06-14 ## 985 Mazagão 1600402 2020-06-14 ## 986 Oiapoque 1600501 2020-06-14 ## 987 Pedra Branca do Amapari 1600154 2020-06-14 ## 988 Porto Grande 1600535 2020-06-14 ## 989 Pracuúba 1600550 2020-06-14 ## 990 Santana 1600600 2020-06-14 ## 991 Serra do Navio 1600055 2020-06-14 ## 992 Tartarugalzinho 1600709 2020-06-14 ## 993 Vitória do Jari 1600808 2020-06-14 ## 994 <NA> 16 2020-06-14 ## 995 Amapá 1600105 2020-06-15 ## 996 Calçoene 1600204 2020-06-15 ## 997 Cutias 1600212 2020-06-15 ## 998 Ferreira Gomes 1600238 2020-06-15 ## 999 Itaubal 1600253 2020-06-15 ## 1000 Laranjal do Jari 1600279 2020-06-15 ## 1001 Macapá 1600303 2020-06-15 ## 1002 Mazagão 1600402 2020-06-15 ## 1003 Oiapoque 1600501 2020-06-15 ## 1004 Pedra Branca do Amapari 1600154 2020-06-15 ## 1005 Porto Grande 1600535 2020-06-15 ## 1006 Pracuúba 1600550 2020-06-15 ## 1007 Santana 1600600 2020-06-15 ## 1008 Serra do Navio 1600055 2020-06-15 ## 1009 Tartarugalzinho 1600709 2020-06-15 ## 1010 Vitória do Jari 1600808 2020-06-15 ## 1011 <NA> 16 2020-06-15 ## 1012 Amapá 1600105 2020-06-16 ## 1013 Calçoene 1600204 2020-06-16 ## 1014 Cutias 1600212 2020-06-16 ## 1015 Ferreira Gomes 1600238 2020-06-16 ## 1016 Itaubal 1600253 2020-06-16 ## 1017 Laranjal do Jari 1600279 2020-06-16 ## 1018 Macapá 1600303 2020-06-16 ## 1019 Mazagão 1600402 2020-06-16 ## 1020 Oiapoque 1600501 2020-06-16 ## 1021 Pedra Branca do Amapari 1600154 2020-06-16 ## 1022 Porto Grande 1600535 2020-06-16 ## 1023 Pracuúba 1600550 2020-06-16 ## 1024 Santana 1600600 2020-06-16 ## 1025 Serra do Navio 1600055 2020-06-16 ## 1026 Tartarugalzinho 1600709 2020-06-16 ## 1027 Vitória do Jari 1600808 2020-06-16 ## 1028 <NA> 16 2020-06-16 ## 1029 Amapá 1600105 2020-06-17 ## 1030 Calçoene 1600204 2020-06-17 ## 1031 Cutias 1600212 2020-06-17 ## 1032 Ferreira Gomes 1600238 2020-06-17 ## 1033 Itaubal 1600253 2020-06-17 ## 1034 Laranjal do Jari 1600279 2020-06-17 ## 1035 Macapá 1600303 2020-06-17 ## 1036 Mazagão 1600402 2020-06-17 ## 1037 Oiapoque 1600501 2020-06-17 ## 1038 Pedra Branca do Amapari 1600154 2020-06-17 ## 1039 Porto Grande 1600535 2020-06-17 ## 1040 Pracuúba 1600550 2020-06-17 ## 1041 Santana 1600600 2020-06-17 ## 1042 Serra do Navio 1600055 2020-06-17 ## 1043 Tartarugalzinho 1600709 2020-06-17 ## 1044 Vitória do Jari 1600808 2020-06-17 ## 1045 <NA> 16 2020-06-17 ## 1046 Amapá 1600105 2020-06-18 ## 1047 Calçoene 1600204 2020-06-18 ## 1048 Cutias 1600212 2020-06-18 ## 1049 Ferreira Gomes 1600238 2020-06-18 ## 1050 Itaubal 1600253 2020-06-18 ## 1051 Laranjal do Jari 1600279 2020-06-18 ## 1052 Macapá 1600303 2020-06-18 ## 1053 Mazagão 1600402 2020-06-18 ## 1054 Oiapoque 1600501 2020-06-18 ## 1055 Pedra Branca do Amapari 1600154 2020-06-18 ## 1056 Porto Grande 1600535 2020-06-18 ## 1057 Pracuúba 1600550 2020-06-18 ## 1058 Santana 1600600 2020-06-18 ## 1059 Serra do Navio 1600055 2020-06-18 ## 1060 Tartarugalzinho 1600709 2020-06-18 ## 1061 Vitória do Jari 1600808 2020-06-18 ## 1062 <NA> 16 2020-06-18 ## 1063 Amapá 1600105 2020-06-19 ## 1064 Calçoene 1600204 2020-06-19 ## 1065 Cutias 1600212 2020-06-19 ## 1066 Ferreira Gomes 1600238 2020-06-19 ## 1067 Itaubal 1600253 2020-06-19 ## 1068 Laranjal do Jari 1600279 2020-06-19 ## 1069 Macapá 1600303 2020-06-19 ## 1070 Mazagão 1600402 2020-06-19 ## 1071 Oiapoque 1600501 2020-06-19 ## 1072 Pedra Branca do Amapari 1600154 2020-06-19 ## 1073 Porto Grande 1600535 2020-06-19 ## 1074 Pracuúba 1600550 2020-06-19 ## 1075 Santana 1600600 2020-06-19 ## 1076 Serra do Navio 1600055 2020-06-19 ## 1077 Tartarugalzinho 1600709 2020-06-19 ## 1078 Vitória do Jari 1600808 2020-06-19 ## 1079 <NA> 16 2020-06-19 ## 1080 Amapá 1600105 2020-06-20 ## 1081 Calçoene 1600204 2020-06-20 ## 1082 Cutias 1600212 2020-06-20 ## 1083 Ferreira Gomes 1600238 2020-06-20 ## 1084 Itaubal 1600253 2020-06-20 ## 1085 Laranjal do Jari 1600279 2020-06-20 ## 1086 Macapá 1600303 2020-06-20 ## 1087 Mazagão 1600402 2020-06-20 ## 1088 Oiapoque 1600501 2020-06-20 ## 1089 Pedra Branca do Amapari 1600154 2020-06-20 ## 1090 Porto Grande 1600535 2020-06-20 ## 1091 Pracuúba 1600550 2020-06-20 ## 1092 Santana 1600600 2020-06-20 ## 1093 Serra do Navio 1600055 2020-06-20 ## 1094 Tartarugalzinho 1600709 2020-06-20 ## 1095 Vitória do Jari 1600808 2020-06-20 ## 1096 <NA> 16 2020-06-20 ## 1097 Amapá 1600105 2020-06-21 ## 1098 Calçoene 1600204 2020-06-21 ## 1099 Cutias 1600212 2020-06-21 ## 1100 Ferreira Gomes 1600238 2020-06-21 ## 1101 Itaubal 1600253 2020-06-21 ## 1102 Laranjal do Jari 1600279 2020-06-21 ## 1103 Macapá 1600303 2020-06-21 ## 1104 Mazagão 1600402 2020-06-21 ## 1105 Oiapoque 1600501 2020-06-21 ## 1106 Pedra Branca do Amapari 1600154 2020-06-21 ## 1107 Porto Grande 1600535 2020-06-21 ## 1108 Pracuúba 1600550 2020-06-21 ## 1109 Santana 1600600 2020-06-21 ## 1110 Serra do Navio 1600055 2020-06-21 ## 1111 Tartarugalzinho 1600709 2020-06-21 ## 1112 Vitória do Jari 1600808 2020-06-21 ## 1113 <NA> 16 2020-06-21 ## 1114 Amapá 1600105 2020-06-22 ## 1115 Calçoene 1600204 2020-06-22 ## 1116 Cutias 1600212 2020-06-22 ## 1117 Ferreira Gomes 1600238 2020-06-22 ## 1118 Itaubal 1600253 2020-06-22 ## 1119 Laranjal do Jari 1600279 2020-06-22 ## 1120 Macapá 1600303 2020-06-22 ## 1121 Mazagão 1600402 2020-06-22 ## 1122 Oiapoque 1600501 2020-06-22 ## 1123 Pedra Branca do Amapari 1600154 2020-06-22 ## 1124 Porto Grande 1600535 2020-06-22 ## 1125 Pracuúba 1600550 2020-06-22 ## 1126 Santana 1600600 2020-06-22 ## 1127 Serra do Navio 1600055 2020-06-22 ## 1128 Tartarugalzinho 1600709 2020-06-22 ## 1129 Vitória do Jari 1600808 2020-06-22 ## 1130 <NA> 16 2020-06-22 ## 1131 Amapá 1600105 2020-06-23 ## 1132 Calçoene 1600204 2020-06-23 ## 1133 Cutias 1600212 2020-06-23 ## 1134 Ferreira Gomes 1600238 2020-06-23 ## 1135 Itaubal 1600253 2020-06-23 ## 1136 Laranjal do Jari 1600279 2020-06-23 ## 1137 Macapá 1600303 2020-06-23 ## 1138 Mazagão 1600402 2020-06-23 ## 1139 Oiapoque 1600501 2020-06-23 ## 1140 Pedra Branca do Amapari 1600154 2020-06-23 ## 1141 Porto Grande 1600535 2020-06-23 ## 1142 Pracuúba 1600550 2020-06-23 ## 1143 Santana 1600600 2020-06-23 ## 1144 Serra do Navio 1600055 2020-06-23 ## 1145 Tartarugalzinho 1600709 2020-06-23 ## 1146 Vitória do Jari 1600808 2020-06-23 ## 1147 <NA> 16 2020-06-23 ## 1148 Amapá 1600105 2020-06-24 ## 1149 Calçoene 1600204 2020-06-24 ## 1150 Cutias 1600212 2020-06-24 ## 1151 Ferreira Gomes 1600238 2020-06-24 ## 1152 Itaubal 1600253 2020-06-24 ## 1153 Laranjal do Jari 1600279 2020-06-24 ## 1154 Macapá 1600303 2020-06-24 ## 1155 Mazagão 1600402 2020-06-24 ## 1156 Oiapoque 1600501 2020-06-24 ## 1157 Pedra Branca do Amapari 1600154 2020-06-24 ## 1158 Porto Grande 1600535 2020-06-24 ## 1159 Pracuúba 1600550 2020-06-24 ## 1160 Santana 1600600 2020-06-24 ## 1161 Serra do Navio 1600055 2020-06-24 ## 1162 Tartarugalzinho 1600709 2020-06-24 ## 1163 Vitória do Jari 1600808 2020-06-24 ## 1164 <NA> 16 2020-06-24 ## 1165 Amapá 1600105 2020-06-25 ## 1166 Calçoene 1600204 2020-06-25 ## 1167 Cutias 1600212 2020-06-25 ## 1168 Ferreira Gomes 1600238 2020-06-25 ## 1169 Itaubal 1600253 2020-06-25 ## 1170 Laranjal do Jari 1600279 2020-06-25 ## 1171 Macapá 1600303 2020-06-25 ## 1172 Mazagão 1600402 2020-06-25 ## 1173 Oiapoque 1600501 2020-06-25 ## 1174 Pedra Branca do Amapari 1600154 2020-06-25 ## 1175 Porto Grande 1600535 2020-06-25 ## 1176 Pracuúba 1600550 2020-06-25 ## 1177 Santana 1600600 2020-06-25 ## 1178 Serra do Navio 1600055 2020-06-25 ## 1179 Tartarugalzinho 1600709 2020-06-25 ## 1180 Vitória do Jari 1600808 2020-06-25 ## 1181 <NA> 16 2020-06-25 ## 1182 Amapá 1600105 2020-06-26 ## 1183 Calçoene 1600204 2020-06-26 ## 1184 Cutias 1600212 2020-06-26 ## 1185 Ferreira Gomes 1600238 2020-06-26 ## 1186 Itaubal 1600253 2020-06-26 ## 1187 Laranjal do Jari 1600279 2020-06-26 ## 1188 Macapá 1600303 2020-06-26 ## 1189 Mazagão 1600402 2020-06-26 ## 1190 Oiapoque 1600501 2020-06-26 ## 1191 Pedra Branca do Amapari 1600154 2020-06-26 ## 1192 Porto Grande 1600535 2020-06-26 ## 1193 Pracuúba 1600550 2020-06-26 ## 1194 Santana 1600600 2020-06-26 ## 1195 Serra do Navio 1600055 2020-06-26 ## 1196 Tartarugalzinho 1600709 2020-06-26 ## 1197 Vitória do Jari 1600808 2020-06-26 ## 1198 <NA> 16 2020-06-26 ## 1199 Amapá 1600105 2020-06-27 ## 1200 Calçoene 1600204 2020-06-27 ## 1201 Cutias 1600212 2020-06-27 ## 1202 Ferreira Gomes 1600238 2020-06-27 ## 1203 Itaubal 1600253 2020-06-27 ## 1204 Laranjal do Jari 1600279 2020-06-27 ## 1205 Macapá 1600303 2020-06-27 ## 1206 Mazagão 1600402 2020-06-27 ## 1207 Oiapoque 1600501 2020-06-27 ## 1208 Pedra Branca do Amapari 1600154 2020-06-27 ## 1209 Porto Grande 1600535 2020-06-27 ## 1210 Pracuúba 1600550 2020-06-27 ## 1211 Santana 1600600 2020-06-27 ## 1212 Serra do Navio 1600055 2020-06-27 ## 1213 Tartarugalzinho 1600709 2020-06-27 ## 1214 Vitória do Jari 1600808 2020-06-27 ## 1215 <NA> 16 2020-06-27 ## 1216 Amapá 1600105 2020-06-28 ## 1217 Calçoene 1600204 2020-06-28 ## 1218 Cutias 1600212 2020-06-28 ## 1219 Ferreira Gomes 1600238 2020-06-28 ## 1220 Itaubal 1600253 2020-06-28 ## 1221 Laranjal do Jari 1600279 2020-06-28 ## 1222 Macapá 1600303 2020-06-28 ## 1223 Mazagão 1600402 2020-06-28 ## 1224 Oiapoque 1600501 2020-06-28 ## 1225 Pedra Branca do Amapari 1600154 2020-06-28 ## 1226 Porto Grande 1600535 2020-06-28 ## 1227 Pracuúba 1600550 2020-06-28 ## 1228 Santana 1600600 2020-06-28 ## 1229 Serra do Navio 1600055 2020-06-28 ## 1230 Tartarugalzinho 1600709 2020-06-28 ## 1231 Vitória do Jari 1600808 2020-06-28 ## 1232 <NA> 16 2020-06-28 ## 1233 Amapá 1600105 2020-06-29 ## 1234 Calçoene 1600204 2020-06-29 ## 1235 Cutias 1600212 2020-06-29 ## 1236 Ferreira Gomes 1600238 2020-06-29 ## 1237 Itaubal 1600253 2020-06-29 ## 1238 Laranjal do Jari 1600279 2020-06-29 ## 1239 Macapá 1600303 2020-06-29 ## 1240 Mazagão 1600402 2020-06-29 ## 1241 Oiapoque 1600501 2020-06-29 ## 1242 Pedra Branca do Amapari 1600154 2020-06-29 ## 1243 Porto Grande 1600535 2020-06-29 ## 1244 Pracuúba 1600550 2020-06-29 ## 1245 Santana 1600600 2020-06-29 ## 1246 Serra do Navio 1600055 2020-06-29 ## 1247 Tartarugalzinho 1600709 2020-06-29 ## 1248 Vitória do Jari 1600808 2020-06-29 ## 1249 <NA> 16 2020-06-29 ## 1250 Amapá 1600105 2020-06-30 ## 1251 Calçoene 1600204 2020-06-30 ## 1252 Cutias 1600212 2020-06-30 ## 1253 Ferreira Gomes 1600238 2020-06-30 ## 1254 Itaubal 1600253 2020-06-30 ## 1255 Laranjal do Jari 1600279 2020-06-30 ## 1256 Macapá 1600303 2020-06-30 ## 1257 Mazagão 1600402 2020-06-30 ## 1258 Oiapoque 1600501 2020-06-30 ## 1259 Pedra Branca do Amapari 1600154 2020-06-30 ## 1260 Porto Grande 1600535 2020-06-30 ## 1261 Pracuúba 1600550 2020-06-30 ## 1262 Santana 1600600 2020-06-30 ## 1263 Serra do Navio 1600055 2020-06-30 ## 1264 Tartarugalzinho 1600709 2020-06-30 ## 1265 Vitória do Jari 1600808 2020-06-30 ## 1266 <NA> 16 2020-06-30 ## 1267 Amapá 1600105 2020-07-01 ## 1268 Calçoene 1600204 2020-07-01 ## 1269 Cutias 1600212 2020-07-01 ## 1270 Ferreira Gomes 1600238 2020-07-01 ## 1271 Itaubal 1600253 2020-07-01 ## 1272 Laranjal do Jari 1600279 2020-07-01 ## 1273 Macapá 1600303 2020-07-01 ## 1274 Mazagão 1600402 2020-07-01 ## 1275 Oiapoque 1600501 2020-07-01 ## 1276 Pedra Branca do Amapari 1600154 2020-07-01 ## 1277 Porto Grande 1600535 2020-07-01 ## 1278 Pracuúba 1600550 2020-07-01 ## 1279 Santana 1600600 2020-07-01 ## 1280 Serra do Navio 1600055 2020-07-01 ## 1281 Tartarugalzinho 1600709 2020-07-01 ## 1282 Vitória do Jari 1600808 2020-07-01 ## 1283 <NA> 16 2020-07-01 ## 1284 Amapá 1600105 2020-07-02 ## 1285 Calçoene 1600204 2020-07-02 ## 1286 Cutias 1600212 2020-07-02 ## 1287 Ferreira Gomes 1600238 2020-07-02 ## 1288 Itaubal 1600253 2020-07-02 ## 1289 Laranjal do Jari 1600279 2020-07-02 ## 1290 Macapá 1600303 2020-07-02 ## 1291 Mazagão 1600402 2020-07-02 ## 1292 Oiapoque 1600501 2020-07-02 ## 1293 Pedra Branca do Amapari 1600154 2020-07-02 ## 1294 Porto Grande 1600535 2020-07-02 ## 1295 Pracuúba 1600550 2020-07-02 ## 1296 Santana 1600600 2020-07-02 ## 1297 Serra do Navio 1600055 2020-07-02 ## 1298 Tartarugalzinho 1600709 2020-07-02 ## 1299 Vitória do Jari 1600808 2020-07-02 ## 1300 <NA> 16 2020-07-02 ## 1301 Amapá 1600105 2020-07-03 ## 1302 Calçoene 1600204 2020-07-03 ## 1303 Cutias 1600212 2020-07-03 ## 1304 Ferreira Gomes 1600238 2020-07-03 ## 1305 Itaubal 1600253 2020-07-03 ## 1306 Laranjal do Jari 1600279 2020-07-03 ## 1307 Macapá 1600303 2020-07-03 ## 1308 Mazagão 1600402 2020-07-03 ## 1309 Oiapoque 1600501 2020-07-03 ## 1310 Pedra Branca do Amapari 1600154 2020-07-03 ## 1311 Porto Grande 1600535 2020-07-03 ## 1312 Pracuúba 1600550 2020-07-03 ## 1313 Santana 1600600 2020-07-03 ## 1314 Serra do Navio 1600055 2020-07-03 ## 1315 Tartarugalzinho 1600709 2020-07-03 ## 1316 Vitória do Jari 1600808 2020-07-03 ## 1317 <NA> 16 2020-07-03 ## 1318 Amapá 1600105 2020-07-04 ## 1319 Calçoene 1600204 2020-07-04 ## 1320 Cutias 1600212 2020-07-04 ## 1321 Ferreira Gomes 1600238 2020-07-04 ## 1322 Itaubal 1600253 2020-07-04 ## 1323 Laranjal do Jari 1600279 2020-07-04 ## 1324 Macapá 1600303 2020-07-04 ## 1325 Mazagão 1600402 2020-07-04 ## 1326 Oiapoque 1600501 2020-07-04 ## 1327 Pedra Branca do Amapari 1600154 2020-07-04 ## 1328 Porto Grande 1600535 2020-07-04 ## 1329 Pracuúba 1600550 2020-07-04 ## 1330 Santana 1600600 2020-07-04 ## 1331 Serra do Navio 1600055 2020-07-04 ## 1332 Tartarugalzinho 1600709 2020-07-04 ## 1333 Vitória do Jari 1600808 2020-07-04 ## 1334 <NA> 16 2020-07-04 ## 1335 Amapá 1600105 2020-07-05 ## 1336 Calçoene 1600204 2020-07-05 ## 1337 Cutias 1600212 2020-07-05 ## 1338 Ferreira Gomes 1600238 2020-07-05 ## 1339 Itaubal 1600253 2020-07-05 ## 1340 Laranjal do Jari 1600279 2020-07-05 ## 1341 Macapá 1600303 2020-07-05 ## 1342 Mazagão 1600402 2020-07-05 ## 1343 Oiapoque 1600501 2020-07-05 ## 1344 Pedra Branca do Amapari 1600154 2020-07-05 ## 1345 Porto Grande 1600535 2020-07-05 ## 1346 Pracuúba 1600550 2020-07-05 ## 1347 Santana 1600600 2020-07-05 ## 1348 Serra do Navio 1600055 2020-07-05 ## 1349 Tartarugalzinho 1600709 2020-07-05 ## 1350 Vitória do Jari 1600808 2020-07-05 ## 1351 <NA> 16 2020-07-05 ## 1352 Amapá 1600105 2020-07-06 ## 1353 Calçoene 1600204 2020-07-06 ## 1354 Cutias 1600212 2020-07-06 ## 1355 Ferreira Gomes 1600238 2020-07-06 ## 1356 Itaubal 1600253 2020-07-06 ## 1357 Laranjal do Jari 1600279 2020-07-06 ## 1358 Macapá 1600303 2020-07-06 ## 1359 Mazagão 1600402 2020-07-06 ## 1360 Oiapoque 1600501 2020-07-06 ## 1361 Pedra Branca do Amapari 1600154 2020-07-06 ## 1362 Porto Grande 1600535 2020-07-06 ## 1363 Pracuúba 1600550 2020-07-06 ## 1364 Santana 1600600 2020-07-06 ## 1365 Serra do Navio 1600055 2020-07-06 ## 1366 Tartarugalzinho 1600709 2020-07-06 ## 1367 Vitória do Jari 1600808 2020-07-06 ## 1368 <NA> 16 2020-07-06 ## 1369 Amapá 1600105 2020-07-07 ## 1370 Calçoene 1600204 2020-07-07 ## 1371 Cutias 1600212 2020-07-07 ## 1372 Ferreira Gomes 1600238 2020-07-07 ## 1373 Itaubal 1600253 2020-07-07 ## 1374 Laranjal do Jari 1600279 2020-07-07 ## 1375 Macapá 1600303 2020-07-07 ## 1376 Mazagão 1600402 2020-07-07 ## 1377 Oiapoque 1600501 2020-07-07 ## 1378 Pedra Branca do Amapari 1600154 2020-07-07 ## 1379 Porto Grande 1600535 2020-07-07 ## 1380 Pracuúba 1600550 2020-07-07 ## 1381 Santana 1600600 2020-07-07 ## 1382 Serra do Navio 1600055 2020-07-07 ## 1383 Tartarugalzinho 1600709 2020-07-07 ## 1384 Vitória do Jari 1600808 2020-07-07 ## 1385 <NA> 16 2020-07-07 ## 1386 Amapá 1600105 2020-07-08 ## 1387 Calçoene 1600204 2020-07-08 ## 1388 Cutias 1600212 2020-07-08 ## 1389 Ferreira Gomes 1600238 2020-07-08 ## 1390 Itaubal 1600253 2020-07-08 ## 1391 Laranjal do Jari 1600279 2020-07-08 ## 1392 Macapá 1600303 2020-07-08 ## 1393 Mazagão 1600402 2020-07-08 ## 1394 Oiapoque 1600501 2020-07-08 ## 1395 Pedra Branca do Amapari 1600154 2020-07-08 ## 1396 Porto Grande 1600535 2020-07-08 ## 1397 Pracuúba 1600550 2020-07-08 ## 1398 Santana 1600600 2020-07-08 ## 1399 Serra do Navio 1600055 2020-07-08 ## 1400 Tartarugalzinho 1600709 2020-07-08 ## 1401 Vitória do Jari 1600808 2020-07-08 ## 1402 <NA> 16 2020-07-08 ## 1403 Amapá 1600105 2020-07-09 ## 1404 Calçoene 1600204 2020-07-09 ## 1405 Cutias 1600212 2020-07-09 ## 1406 Ferreira Gomes 1600238 2020-07-09 ## 1407 Itaubal 1600253 2020-07-09 ## 1408 Laranjal do Jari 1600279 2020-07-09 ## 1409 Macapá 1600303 2020-07-09 ## 1410 Mazagão 1600402 2020-07-09 ## 1411 Oiapoque 1600501 2020-07-09 ## 1412 Pedra Branca do Amapari 1600154 2020-07-09 ## 1413 Porto Grande 1600535 2020-07-09 ## 1414 Pracuúba 1600550 2020-07-09 ## 1415 Santana 1600600 2020-07-09 ## 1416 Serra do Navio 1600055 2020-07-09 ## 1417 Tartarugalzinho 1600709 2020-07-09 ## 1418 Vitória do Jari 1600808 2020-07-09 ## 1419 <NA> 16 2020-07-09 ## 1420 Amapá 1600105 2020-07-10 ## 1421 Calçoene 1600204 2020-07-10 ## 1422 Cutias 1600212 2020-07-10 ## 1423 Ferreira Gomes 1600238 2020-07-10 ## 1424 Itaubal 1600253 2020-07-10 ## 1425 Laranjal do Jari 1600279 2020-07-10 ## 1426 Macapá 1600303 2020-07-10 ## 1427 Mazagão 1600402 2020-07-10 ## 1428 Oiapoque 1600501 2020-07-10 ## 1429 Pedra Branca do Amapari 1600154 2020-07-10 ## 1430 Porto Grande 1600535 2020-07-10 ## 1431 Pracuúba 1600550 2020-07-10 ## 1432 Santana 1600600 2020-07-10 ## 1433 Serra do Navio 1600055 2020-07-10 ## 1434 Tartarugalzinho 1600709 2020-07-10 ## 1435 Vitória do Jari 1600808 2020-07-10 ## 1436 <NA> 16 2020-07-10 ## 1437 Amapá 1600105 2020-07-11 ## 1438 Calçoene 1600204 2020-07-11 ## 1439 Cutias 1600212 2020-07-11 ## 1440 Ferreira Gomes 1600238 2020-07-11 ## 1441 Itaubal 1600253 2020-07-11 ## 1442 Laranjal do Jari 1600279 2020-07-11 ## 1443 Macapá 1600303 2020-07-11 ## 1444 Mazagão 1600402 2020-07-11 ## 1445 Oiapoque 1600501 2020-07-11 ## 1446 Pedra Branca do Amapari 1600154 2020-07-11 ## 1447 Porto Grande 1600535 2020-07-11 ## 1448 Pracuúba 1600550 2020-07-11 ## 1449 Santana 1600600 2020-07-11 ## 1450 Serra do Navio 1600055 2020-07-11 ## 1451 Tartarugalzinho 1600709 2020-07-11 ## 1452 Vitória do Jari 1600808 2020-07-11 ## 1453 <NA> 16 2020-07-11 ## 1454 Amapá 1600105 2020-07-12 ## 1455 Calçoene 1600204 2020-07-12 ## 1456 Cutias 1600212 2020-07-12 ## 1457 Ferreira Gomes 1600238 2020-07-12 ## 1458 Itaubal 1600253 2020-07-12 ## 1459 Laranjal do Jari 1600279 2020-07-12 ## 1460 Macapá 1600303 2020-07-12 ## 1461 Mazagão 1600402 2020-07-12 ## 1462 Oiapoque 1600501 2020-07-12 ## 1463 Pedra Branca do Amapari 1600154 2020-07-12 ## 1464 Porto Grande 1600535 2020-07-12 ## 1465 Pracuúba 1600550 2020-07-12 ## 1466 Santana 1600600 2020-07-12 ## 1467 Serra do Navio 1600055 2020-07-12 ## 1468 Tartarugalzinho 1600709 2020-07-12 ## 1469 Vitória do Jari 1600808 2020-07-12 ## 1470 <NA> 16 2020-07-12 ## 1471 Amapá 1600105 2020-07-13 ## 1472 Calçoene 1600204 2020-07-13 ## 1473 Cutias 1600212 2020-07-13 ## 1474 Ferreira Gomes 1600238 2020-07-13 ## 1475 Itaubal 1600253 2020-07-13 ## 1476 Laranjal do Jari 1600279 2020-07-13 ## 1477 Macapá 1600303 2020-07-13 ## 1478 Mazagão 1600402 2020-07-13 ## 1479 Oiapoque 1600501 2020-07-13 ## 1480 Pedra Branca do Amapari 1600154 2020-07-13 ## 1481 Porto Grande 1600535 2020-07-13 ## 1482 Pracuúba 1600550 2020-07-13 ## 1483 Santana 1600600 2020-07-13 ## 1484 Serra do Navio 1600055 2020-07-13 ## 1485 Tartarugalzinho 1600709 2020-07-13 ## 1486 Vitória do Jari 1600808 2020-07-13 ## 1487 <NA> 16 2020-07-13 ## 1488 Amapá 1600105 2020-07-14 ## 1489 Calçoene 1600204 2020-07-14 ## 1490 Cutias 1600212 2020-07-14 ## 1491 Ferreira Gomes 1600238 2020-07-14 ## 1492 Itaubal 1600253 2020-07-14 ## 1493 Laranjal do Jari 1600279 2020-07-14 ## 1494 Macapá 1600303 2020-07-14 ## 1495 Mazagão 1600402 2020-07-14 ## 1496 Oiapoque 1600501 2020-07-14 ## 1497 Pedra Branca do Amapari 1600154 2020-07-14 ## 1498 Porto Grande 1600535 2020-07-14 ## 1499 Pracuúba 1600550 2020-07-14 ## 1500 Santana 1600600 2020-07-14 ## 1501 Serra do Navio 1600055 2020-07-14 ## 1502 Tartarugalzinho 1600709 2020-07-14 ## 1503 Vitória do Jari 1600808 2020-07-14 ## 1504 <NA> 16 2020-07-14 ## 1505 Amapá 1600105 2020-07-15 ## 1506 Calçoene 1600204 2020-07-15 ## 1507 Cutias 1600212 2020-07-15 ## 1508 Ferreira Gomes 1600238 2020-07-15 ## 1509 Itaubal 1600253 2020-07-15 ## 1510 Laranjal do Jari 1600279 2020-07-15 ## 1511 Macapá 1600303 2020-07-15 ## 1512 Mazagão 1600402 2020-07-15 ## 1513 Oiapoque 1600501 2020-07-15 ## 1514 Pedra Branca do Amapari 1600154 2020-07-15 ## 1515 Porto Grande 1600535 2020-07-15 ## 1516 Pracuúba 1600550 2020-07-15 ## 1517 Santana 1600600 2020-07-15 ## 1518 Serra do Navio 1600055 2020-07-15 ## 1519 Tartarugalzinho 1600709 2020-07-15 ## 1520 Vitória do Jari 1600808 2020-07-15 ## 1521 <NA> 16 2020-07-15 ## 1522 Amapá 1600105 2020-07-16 ## 1523 Calçoene 1600204 2020-07-16 ## 1524 Cutias 1600212 2020-07-16 ## 1525 Ferreira Gomes 1600238 2020-07-16 ## 1526 Itaubal 1600253 2020-07-16 ## 1527 Laranjal do Jari 1600279 2020-07-16 ## 1528 Macapá 1600303 2020-07-16 ## 1529 Mazagão 1600402 2020-07-16 ## 1530 Oiapoque 1600501 2020-07-16 ## 1531 Pedra Branca do Amapari 1600154 2020-07-16 ## 1532 Porto Grande 1600535 2020-07-16 ## 1533 Pracuúba 1600550 2020-07-16 ## 1534 Santana 1600600 2020-07-16 ## 1535 Serra do Navio 1600055 2020-07-16 ## 1536 Tartarugalzinho 1600709 2020-07-16 ## 1537 Vitória do Jari 1600808 2020-07-16 ## 1538 <NA> 16 2020-07-16 ## 1539 Amapá 1600105 2020-07-17 ## 1540 Calçoene 1600204 2020-07-17 ## 1541 Cutias 1600212 2020-07-17 ## 1542 Ferreira Gomes 1600238 2020-07-17 ## 1543 Itaubal 1600253 2020-07-17 ## 1544 Laranjal do Jari 1600279 2020-07-17 ## 1545 Macapá 1600303 2020-07-17 ## 1546 Mazagão 1600402 2020-07-17 ## 1547 Oiapoque 1600501 2020-07-17 ## 1548 Pedra Branca do Amapari 1600154 2020-07-17 ## 1549 Porto Grande 1600535 2020-07-17 ## 1550 Pracuúba 1600550 2020-07-17 ## 1551 Santana 1600600 2020-07-17 ## 1552 Serra do Navio 1600055 2020-07-17 ## 1553 Tartarugalzinho 1600709 2020-07-17 ## 1554 Vitória do Jari 1600808 2020-07-17 ## 1555 <NA> 16 2020-07-17 ## 1556 Amapá 1600105 2020-07-18 ## 1557 Calçoene 1600204 2020-07-18 ## 1558 Cutias 1600212 2020-07-18 ## 1559 Ferreira Gomes 1600238 2020-07-18 ## 1560 Itaubal 1600253 2020-07-18 ## 1561 Laranjal do Jari 1600279 2020-07-18 ## 1562 Macapá 1600303 2020-07-18 ## 1563 Mazagão 1600402 2020-07-18 ## 1564 Oiapoque 1600501 2020-07-18 ## 1565 Pedra Branca do Amapari 1600154 2020-07-18 ## 1566 Porto Grande 1600535 2020-07-18 ## 1567 Pracuúba 1600550 2020-07-18 ## 1568 Santana 1600600 2020-07-18 ## 1569 Serra do Navio 1600055 2020-07-18 ## 1570 Tartarugalzinho 1600709 2020-07-18 ## 1571 Vitória do Jari 1600808 2020-07-18 ## 1572 <NA> 16 2020-07-18 ## 1573 Amapá 1600105 2020-07-19 ## 1574 Calçoene 1600204 2020-07-19 ## 1575 Cutias 1600212 2020-07-19 ## 1576 Ferreira Gomes 1600238 2020-07-19 ## 1577 Itaubal 1600253 2020-07-19 ## 1578 Laranjal do Jari 1600279 2020-07-19 ## 1579 Macapá 1600303 2020-07-19 ## 1580 Mazagão 1600402 2020-07-19 ## 1581 Oiapoque 1600501 2020-07-19 ## 1582 Pedra Branca do Amapari 1600154 2020-07-19 ## 1583 Porto Grande 1600535 2020-07-19 ## 1584 Pracuúba 1600550 2020-07-19 ## 1585 Santana 1600600 2020-07-19 ## 1586 Serra do Navio 1600055 2020-07-19 ## 1587 Tartarugalzinho 1600709 2020-07-19 ## 1588 Vitória do Jari 1600808 2020-07-19 ## 1589 <NA> 16 2020-07-19 ## 1590 Amapá 1600105 2020-07-20 ## 1591 Calçoene 1600204 2020-07-20 ## 1592 Cutias 1600212 2020-07-20 ## 1593 Ferreira Gomes 1600238 2020-07-20 ## 1594 Itaubal 1600253 2020-07-20 ## 1595 Laranjal do Jari 1600279 2020-07-20 ## 1596 Macapá 1600303 2020-07-20 ## 1597 Mazagão 1600402 2020-07-20 ## 1598 Oiapoque 1600501 2020-07-20 ## 1599 Pedra Branca do Amapari 1600154 2020-07-20 ## 1600 Porto Grande 1600535 2020-07-20 ## 1601 Pracuúba 1600550 2020-07-20 ## 1602 Santana 1600600 2020-07-20 ## 1603 Serra do Navio 1600055 2020-07-20 ## 1604 Tartarugalzinho 1600709 2020-07-20 ## 1605 Vitória do Jari 1600808 2020-07-20 ## 1606 <NA> 16 2020-07-20 ## 1607 Amapá 1600105 2020-07-21 ## 1608 Calçoene 1600204 2020-07-21 ## 1609 Cutias 1600212 2020-07-21 ## 1610 Ferreira Gomes 1600238 2020-07-21 ## 1611 Itaubal 1600253 2020-07-21 ## 1612 Laranjal do Jari 1600279 2020-07-21 ## 1613 Macapá 1600303 2020-07-21 ## 1614 Mazagão 1600402 2020-07-21 ## 1615 Oiapoque 1600501 2020-07-21 ## 1616 Pedra Branca do Amapari 1600154 2020-07-21 ## 1617 Porto Grande 1600535 2020-07-21 ## 1618 Pracuúba 1600550 2020-07-21 ## 1619 Santana 1600600 2020-07-21 ## 1620 Serra do Navio 1600055 2020-07-21 ## 1621 Tartarugalzinho 1600709 2020-07-21 ## 1622 Vitória do Jari 1600808 2020-07-21 ## 1623 <NA> 16 2020-07-21 ## 1624 Amapá 1600105 2020-07-22 ## 1625 Calçoene 1600204 2020-07-22 ## 1626 Cutias 1600212 2020-07-22 ## 1627 Ferreira Gomes 1600238 2020-07-22 ## 1628 Itaubal 1600253 2020-07-22 ## 1629 Laranjal do Jari 1600279 2020-07-22 ## 1630 Macapá 1600303 2020-07-22 ## 1631 Mazagão 1600402 2020-07-22 ## 1632 Oiapoque 1600501 2020-07-22 ## 1633 Pedra Branca do Amapari 1600154 2020-07-22 ## 1634 Porto Grande 1600535 2020-07-22 ## 1635 Pracuúba 1600550 2020-07-22 ## 1636 Santana 1600600 2020-07-22 ## 1637 Serra do Navio 1600055 2020-07-22 ## 1638 Tartarugalzinho 1600709 2020-07-22 ## 1639 Vitória do Jari 1600808 2020-07-22 ## 1640 <NA> 16 2020-07-22 ## 1641 Amapá 1600105 2020-07-23 ## 1642 Calçoene 1600204 2020-07-23 ## 1643 Cutias 1600212 2020-07-23 ## 1644 Ferreira Gomes 1600238 2020-07-23 ## 1645 Itaubal 1600253 2020-07-23 ## 1646 Laranjal do Jari 1600279 2020-07-23 ## 1647 Macapá 1600303 2020-07-23 ## 1648 Mazagão 1600402 2020-07-23 ## 1649 Oiapoque 1600501 2020-07-23 ## 1650 Pedra Branca do Amapari 1600154 2020-07-23 ## 1651 Porto Grande 1600535 2020-07-23 ## 1652 Pracuúba 1600550 2020-07-23 ## 1653 Santana 1600600 2020-07-23 ## 1654 Serra do Navio 1600055 2020-07-23 ## 1655 Tartarugalzinho 1600709 2020-07-23 ## 1656 Vitória do Jari 1600808 2020-07-23 ## 1657 <NA> 16 2020-07-23 ## 1658 Amapá 1600105 2020-07-24 ## 1659 Calçoene 1600204 2020-07-24 ## 1660 Cutias 1600212 2020-07-24 ## 1661 Ferreira Gomes 1600238 2020-07-24 ## 1662 Itaubal 1600253 2020-07-24 ## 1663 Laranjal do Jari 1600279 2020-07-24 ## 1664 Macapá 1600303 2020-07-24 ## 1665 Mazagão 1600402 2020-07-24 ## 1666 Oiapoque 1600501 2020-07-24 ## 1667 Pedra Branca do Amapari 1600154 2020-07-24 ## 1668 Porto Grande 1600535 2020-07-24 ## 1669 Pracuúba 1600550 2020-07-24 ## 1670 Santana 1600600 2020-07-24 ## 1671 Serra do Navio 1600055 2020-07-24 ## 1672 Tartarugalzinho 1600709 2020-07-24 ## 1673 Vitória do Jari 1600808 2020-07-24 ## 1674 <NA> 16 2020-07-24 ## 1675 Amapá 1600105 2020-07-25 ## 1676 Calçoene 1600204 2020-07-25 ## 1677 Cutias 1600212 2020-07-25 ## 1678 Ferreira Gomes 1600238 2020-07-25 ## 1679 Itaubal 1600253 2020-07-25 ## 1680 Laranjal do Jari 1600279 2020-07-25 ## 1681 Macapá 1600303 2020-07-25 ## 1682 Mazagão 1600402 2020-07-25 ## 1683 Oiapoque 1600501 2020-07-25 ## 1684 Pedra Branca do Amapari 1600154 2020-07-25 ## 1685 Porto Grande 1600535 2020-07-25 ## 1686 Pracuúba 1600550 2020-07-25 ## 1687 Santana 1600600 2020-07-25 ## 1688 Serra do Navio 1600055 2020-07-25 ## 1689 Tartarugalzinho 1600709 2020-07-25 ## 1690 Vitória do Jari 1600808 2020-07-25 ## 1691 <NA> 16 2020-07-25 ## 1692 Amapá 1600105 2020-07-26 ## 1693 Calçoene 1600204 2020-07-26 ## 1694 Cutias 1600212 2020-07-26 ## 1695 Ferreira Gomes 1600238 2020-07-26 ## 1696 Itaubal 1600253 2020-07-26 ## 1697 Laranjal do Jari 1600279 2020-07-26 ## 1698 Macapá 1600303 2020-07-26 ## 1699 Mazagão 1600402 2020-07-26 ## 1700 Oiapoque 1600501 2020-07-26 ## 1701 Pedra Branca do Amapari 1600154 2020-07-26 ## 1702 Porto Grande 1600535 2020-07-26 ## 1703 Pracuúba 1600550 2020-07-26 ## 1704 Santana 1600600 2020-07-26 ## 1705 Serra do Navio 1600055 2020-07-26 ## 1706 Tartarugalzinho 1600709 2020-07-26 ## 1707 Vitória do Jari 1600808 2020-07-26 ## 1708 <NA> 16 2020-07-26 ## 1709 Amapá 1600105 2020-07-27 ## 1710 Calçoene 1600204 2020-07-27 ## 1711 Cutias 1600212 2020-07-27 ## 1712 Ferreira Gomes 1600238 2020-07-27 ## 1713 Itaubal 1600253 2020-07-27 ## 1714 Laranjal do Jari 1600279 2020-07-27 ## 1715 Macapá 1600303 2020-07-27 ## 1716 Mazagão 1600402 2020-07-27 ## 1717 Oiapoque 1600501 2020-07-27 ## 1718 Pedra Branca do Amapari 1600154 2020-07-27 ## 1719 Porto Grande 1600535 2020-07-27 ## 1720 Pracuúba 1600550 2020-07-27 ## 1721 Santana 1600600 2020-07-27 ## 1722 Serra do Navio 1600055 2020-07-27 ## 1723 Tartarugalzinho 1600709 2020-07-27 ## 1724 Vitória do Jari 1600808 2020-07-27 ## 1725 <NA> 16 2020-07-27 ## 1726 Amapá 1600105 2020-07-28 ## 1727 Calçoene 1600204 2020-07-28 ## 1728 Cutias 1600212 2020-07-28 ## 1729 Ferreira Gomes 1600238 2020-07-28 ## 1730 Itaubal 1600253 2020-07-28 ## 1731 Laranjal do Jari 1600279 2020-07-28 ## 1732 Macapá 1600303 2020-07-28 ## 1733 Mazagão 1600402 2020-07-28 ## 1734 Oiapoque 1600501 2020-07-28 ## 1735 Pedra Branca do Amapari 1600154 2020-07-28 ## 1736 Porto Grande 1600535 2020-07-28 ## 1737 Pracuúba 1600550 2020-07-28 ## 1738 Santana 1600600 2020-07-28 ## 1739 Serra do Navio 1600055 2020-07-28 ## 1740 Tartarugalzinho 1600709 2020-07-28 ## 1741 Vitória do Jari 1600808 2020-07-28 ## 1742 <NA> 16 2020-07-28 ## 1743 Amapá 1600105 2020-07-29 ## 1744 Calçoene 1600204 2020-07-29 ## 1745 Cutias 1600212 2020-07-29 ## 1746 Ferreira Gomes 1600238 2020-07-29 ## 1747 Itaubal 1600253 2020-07-29 ## 1748 Laranjal do Jari 1600279 2020-07-29 ## 1749 Macapá 1600303 2020-07-29 ## 1750 Mazagão 1600402 2020-07-29 ## 1751 Oiapoque 1600501 2020-07-29 ## 1752 Pedra Branca do Amapari 1600154 2020-07-29 ## 1753 Porto Grande 1600535 2020-07-29 ## 1754 Pracuúba 1600550 2020-07-29 ## 1755 Santana 1600600 2020-07-29 ## 1756 Serra do Navio 1600055 2020-07-29 ## 1757 Tartarugalzinho 1600709 2020-07-29 ## 1758 Vitória do Jari 1600808 2020-07-29 ## 1759 <NA> 16 2020-07-29 ## 1760 Amapá 1600105 2020-07-30 ## 1761 Calçoene 1600204 2020-07-30 ## 1762 Cutias 1600212 2020-07-30 ## 1763 Ferreira Gomes 1600238 2020-07-30 ## 1764 Itaubal 1600253 2020-07-30 ## 1765 Laranjal do Jari 1600279 2020-07-30 ## 1766 Macapá 1600303 2020-07-30 ## 1767 Mazagão 1600402 2020-07-30 ## 1768 Oiapoque 1600501 2020-07-30 ## 1769 Pedra Branca do Amapari 1600154 2020-07-30 ## 1770 Porto Grande 1600535 2020-07-30 ## 1771 Pracuúba 1600550 2020-07-30 ## 1772 Santana 1600600 2020-07-30 ## 1773 Serra do Navio 1600055 2020-07-30 ## 1774 Tartarugalzinho 1600709 2020-07-30 ## 1775 Vitória do Jari 1600808 2020-07-30 ## 1776 <NA> 16 2020-07-30 ## 1777 Amapá 1600105 2020-07-31 ## 1778 Calçoene 1600204 2020-07-31 ## 1779 Cutias 1600212 2020-07-31 ## 1780 Ferreira Gomes 1600238 2020-07-31 ## 1781 Itaubal 1600253 2020-07-31 ## 1782 Laranjal do Jari 1600279 2020-07-31 ## 1783 Macapá 1600303 2020-07-31 ## 1784 Mazagão 1600402 2020-07-31 ## 1785 Oiapoque 1600501 2020-07-31 ## 1786 Pedra Branca do Amapari 1600154 2020-07-31 ## 1787 Porto Grande 1600535 2020-07-31 ## 1788 Pracuúba 1600550 2020-07-31 ## 1789 Santana 1600600 2020-07-31 ## 1790 Serra do Navio 1600055 2020-07-31 ## 1791 Tartarugalzinho 1600709 2020-07-31 ## 1792 Vitória do Jari 1600808 2020-07-31 ## 1793 <NA> 16 2020-07-31 ## 1794 Amapá 1600105 2020-08-01 ## 1795 Calçoene 1600204 2020-08-01 ## 1796 Cutias 1600212 2020-08-01 ## 1797 Ferreira Gomes 1600238 2020-08-01 ## 1798 Itaubal 1600253 2020-08-01 ## 1799 Laranjal do Jari 1600279 2020-08-01 ## 1800 Macapá 1600303 2020-08-01 ## 1801 Mazagão 1600402 2020-08-01 ## 1802 Oiapoque 1600501 2020-08-01 ## 1803 Pedra Branca do Amapari 1600154 2020-08-01 ## 1804 Porto Grande 1600535 2020-08-01 ## 1805 Pracuúba 1600550 2020-08-01 ## 1806 Santana 1600600 2020-08-01 ## 1807 Serra do Navio 1600055 2020-08-01 ## 1808 Tartarugalzinho 1600709 2020-08-01 ## 1809 Vitória do Jari 1600808 2020-08-01 ## 1810 <NA> 16 2020-08-01 ## 1811 Amapá 1600105 2020-08-02 ## 1812 Calçoene 1600204 2020-08-02 ## 1813 Cutias 1600212 2020-08-02 ## 1814 Ferreira Gomes 1600238 2020-08-02 ## 1815 Itaubal 1600253 2020-08-02 ## 1816 Laranjal do Jari 1600279 2020-08-02 ## 1817 Macapá 1600303 2020-08-02 ## 1818 Mazagão 1600402 2020-08-02 ## 1819 Oiapoque 1600501 2020-08-02 ## 1820 Pedra Branca do Amapari 1600154 2020-08-02 ## 1821 Porto Grande 1600535 2020-08-02 ## 1822 Pracuúba 1600550 2020-08-02 ## 1823 Santana 1600600 2020-08-02 ## 1824 Serra do Navio 1600055 2020-08-02 ## 1825 Tartarugalzinho 1600709 2020-08-02 ## 1826 Vitória do Jari 1600808 2020-08-02 ## 1827 <NA> 16 2020-08-02 ## 1828 Amapá 1600105 2020-08-03 ## 1829 Calçoene 1600204 2020-08-03 ## 1830 Cutias 1600212 2020-08-03 ## 1831 Ferreira Gomes 1600238 2020-08-03 ## 1832 Itaubal 1600253 2020-08-03 ## 1833 Laranjal do Jari 1600279 2020-08-03 ## 1834 Macapá 1600303 2020-08-03 ## 1835 Mazagão 1600402 2020-08-03 ## 1836 Oiapoque 1600501 2020-08-03 ## 1837 Pedra Branca do Amapari 1600154 2020-08-03 ## 1838 Porto Grande 1600535 2020-08-03 ## 1839 Pracuúba 1600550 2020-08-03 ## 1840 Santana 1600600 2020-08-03 ## 1841 Serra do Navio 1600055 2020-08-03 ## 1842 Tartarugalzinho 1600709 2020-08-03 ## 1843 Vitória do Jari 1600808 2020-08-03 ## 1844 <NA> 16 2020-08-03 ## 1845 Amapá 1600105 2020-08-04 ## 1846 Calçoene 1600204 2020-08-04 ## 1847 Cutias 1600212 2020-08-04 ## 1848 Ferreira Gomes 1600238 2020-08-04 ## 1849 Itaubal 1600253 2020-08-04 ## 1850 Laranjal do Jari 1600279 2020-08-04 ## 1851 Macapá 1600303 2020-08-04 ## 1852 Mazagão 1600402 2020-08-04 ## 1853 Oiapoque 1600501 2020-08-04 ## 1854 Pedra Branca do Amapari 1600154 2020-08-04 ## 1855 Porto Grande 1600535 2020-08-04 ## 1856 Pracuúba 1600550 2020-08-04 ## 1857 Santana 1600600 2020-08-04 ## 1858 Serra do Navio 1600055 2020-08-04 ## 1859 Tartarugalzinho 1600709 2020-08-04 ## 1860 Vitória do Jari 1600808 2020-08-04 ## 1861 <NA> 16 2020-08-04 ## 1862 Amapá 1600105 2020-08-05 ## 1863 Calçoene 1600204 2020-08-05 ## 1864 Cutias 1600212 2020-08-05 ## 1865 Ferreira Gomes 1600238 2020-08-05 ## 1866 Itaubal 1600253 2020-08-05 ## 1867 Laranjal do Jari 1600279 2020-08-05 ## 1868 Macapá 1600303 2020-08-05 ## 1869 Mazagão 1600402 2020-08-05 ## 1870 Oiapoque 1600501 2020-08-05 ## 1871 Pedra Branca do Amapari 1600154 2020-08-05 ## 1872 Porto Grande 1600535 2020-08-05 ## 1873 Pracuúba 1600550 2020-08-05 ## 1874 Santana 1600600 2020-08-05 ## 1875 Serra do Navio 1600055 2020-08-05 ## 1876 Tartarugalzinho 1600709 2020-08-05 ## 1877 Vitória do Jari 1600808 2020-08-05 ## 1878 <NA> 16 2020-08-05 ## 1879 Amapá 1600105 2020-08-06 ## 1880 Calçoene 1600204 2020-08-06 ## 1881 Cutias 1600212 2020-08-06 ## 1882 Ferreira Gomes 1600238 2020-08-06 ## 1883 Itaubal 1600253 2020-08-06 ## 1884 Laranjal do Jari 1600279 2020-08-06 ## 1885 Macapá 1600303 2020-08-06 ## 1886 Mazagão 1600402 2020-08-06 ## 1887 Oiapoque 1600501 2020-08-06 ## 1888 Pedra Branca do Amapari 1600154 2020-08-06 ## 1889 Porto Grande 1600535 2020-08-06 ## 1890 Pracuúba 1600550 2020-08-06 ## 1891 Santana 1600600 2020-08-06 ## 1892 Serra do Navio 1600055 2020-08-06 ## 1893 Tartarugalzinho 1600709 2020-08-06 ## 1894 Vitória do Jari 1600808 2020-08-06 ## 1895 <NA> 16 2020-08-06 ## 1896 Amapá 1600105 2020-08-07 ## 1897 Calçoene 1600204 2020-08-07 ## 1898 Cutias 1600212 2020-08-07 ## 1899 Ferreira Gomes 1600238 2020-08-07 ## 1900 Itaubal 1600253 2020-08-07 ## 1901 Laranjal do Jari 1600279 2020-08-07 ## 1902 Macapá 1600303 2020-08-07 ## 1903 Mazagão 1600402 2020-08-07 ## 1904 Oiapoque 1600501 2020-08-07 ## 1905 Pedra Branca do Amapari 1600154 2020-08-07 ## 1906 Porto Grande 1600535 2020-08-07 ## 1907 Pracuúba 1600550 2020-08-07 ## 1908 Santana 1600600 2020-08-07 ## 1909 Serra do Navio 1600055 2020-08-07 ## 1910 Tartarugalzinho 1600709 2020-08-07 ## 1911 Vitória do Jari 1600808 2020-08-07 ## 1912 <NA> 16 2020-08-07 ## 1913 Amapá 1600105 2020-08-08 ## 1914 Calçoene 1600204 2020-08-08 ## 1915 Cutias 1600212 2020-08-08 ## 1916 Ferreira Gomes 1600238 2020-08-08 ## 1917 Itaubal 1600253 2020-08-08 ## 1918 Laranjal do Jari 1600279 2020-08-08 ## 1919 Macapá 1600303 2020-08-08 ## 1920 Mazagão 1600402 2020-08-08 ## 1921 Oiapoque 1600501 2020-08-08 ## 1922 Pedra Branca do Amapari 1600154 2020-08-08 ## 1923 Porto Grande 1600535 2020-08-08 ## 1924 Pracuúba 1600550 2020-08-08 ## 1925 Santana 1600600 2020-08-08 ## 1926 Serra do Navio 1600055 2020-08-08 ## 1927 Tartarugalzinho 1600709 2020-08-08 ## 1928 Vitória do Jari 1600808 2020-08-08 ## 1929 <NA> 16 2020-08-08 ## 1930 Amapá 1600105 2020-08-09 ## 1931 Calçoene 1600204 2020-08-09 ## 1932 Cutias 1600212 2020-08-09 ## 1933 Ferreira Gomes 1600238 2020-08-09 ## 1934 Itaubal 1600253 2020-08-09 ## 1935 Laranjal do Jari 1600279 2020-08-09 ## 1936 Macapá 1600303 2020-08-09 ## 1937 Mazagão 1600402 2020-08-09 ## 1938 Oiapoque 1600501 2020-08-09 ## 1939 Pedra Branca do Amapari 1600154 2020-08-09 ## 1940 Porto Grande 1600535 2020-08-09 ## 1941 Pracuúba 1600550 2020-08-09 ## 1942 Santana 1600600 2020-08-09 ## 1943 Serra do Navio 1600055 2020-08-09 ## 1944 Tartarugalzinho 1600709 2020-08-09 ## 1945 Vitória do Jari 1600808 2020-08-09 ## 1946 <NA> 16 2020-08-09 ## 1947 Amapá 1600105 2020-08-10 ## 1948 Calçoene 1600204 2020-08-10 ## 1949 Cutias 1600212 2020-08-10 ## 1950 Ferreira Gomes 1600238 2020-08-10 ## 1951 Itaubal 1600253 2020-08-10 ## 1952 Laranjal do Jari 1600279 2020-08-10 ## 1953 Macapá 1600303 2020-08-10 ## 1954 Mazagão 1600402 2020-08-10 ## 1955 Oiapoque 1600501 2020-08-10 ## 1956 Pedra Branca do Amapari 1600154 2020-08-10 ## 1957 Porto Grande 1600535 2020-08-10 ## 1958 Pracuúba 1600550 2020-08-10 ## 1959 Santana 1600600 2020-08-10 ## 1960 Serra do Navio 1600055 2020-08-10 ## 1961 Tartarugalzinho 1600709 2020-08-10 ## 1962 Vitória do Jari 1600808 2020-08-10 ## 1963 <NA> 16 2020-08-10 ## 1964 Amapá 1600105 2020-08-11 ## 1965 Calçoene 1600204 2020-08-11 ## 1966 Cutias 1600212 2020-08-11 ## 1967 Ferreira Gomes 1600238 2020-08-11 ## 1968 Itaubal 1600253 2020-08-11 ## 1969 Laranjal do Jari 1600279 2020-08-11 ## 1970 Macapá 1600303 2020-08-11 ## 1971 Mazagão 1600402 2020-08-11 ## 1972 Oiapoque 1600501 2020-08-11 ## 1973 Pedra Branca do Amapari 1600154 2020-08-11 ## 1974 Porto Grande 1600535 2020-08-11 ## 1975 Pracuúba 1600550 2020-08-11 ## 1976 Santana 1600600 2020-08-11 ## 1977 Serra do Navio 1600055 2020-08-11 ## 1978 Tartarugalzinho 1600709 2020-08-11 ## 1979 Vitória do Jari 1600808 2020-08-11 ## 1980 <NA> 16 2020-08-11 ## 1981 Amapá 1600105 2020-08-12 ## 1982 Calçoene 1600204 2020-08-12 ## 1983 Cutias 1600212 2020-08-12 ## 1984 Ferreira Gomes 1600238 2020-08-12 ## 1985 Itaubal 1600253 2020-08-12 ## 1986 Laranjal do Jari 1600279 2020-08-12 ## 1987 Macapá 1600303 2020-08-12 ## 1988 Mazagão 1600402 2020-08-12 ## 1989 Oiapoque 1600501 2020-08-12 ## 1990 Pedra Branca do Amapari 1600154 2020-08-12 ## 1991 Porto Grande 1600535 2020-08-12 ## 1992 Pracuúba 1600550 2020-08-12 ## 1993 Santana 1600600 2020-08-12 ## 1994 Serra do Navio 1600055 2020-08-12 ## 1995 Tartarugalzinho 1600709 2020-08-12 ## 1996 Vitória do Jari 1600808 2020-08-12 ## 1997 <NA> 16 2020-08-12 ## 1998 Amapá 1600105 2020-08-13 ## 1999 Calçoene 1600204 2020-08-13 ## 2000 Cutias 1600212 2020-08-13 ## 2001 Ferreira Gomes 1600238 2020-08-13 ## 2002 Itaubal 1600253 2020-08-13 ## 2003 Laranjal do Jari 1600279 2020-08-13 ## 2004 Macapá 1600303 2020-08-13 ## 2005 Mazagão 1600402 2020-08-13 ## 2006 Oiapoque 1600501 2020-08-13 ## 2007 Pedra Branca do Amapari 1600154 2020-08-13 ## 2008 Porto Grande 1600535 2020-08-13 ## 2009 Pracuúba 1600550 2020-08-13 ## 2010 Santana 1600600 2020-08-13 ## 2011 Serra do Navio 1600055 2020-08-13 ## 2012 Tartarugalzinho 1600709 2020-08-13 ## 2013 Vitória do Jari 1600808 2020-08-13 ## 2014 <NA> 16 2020-08-13 ## 2015 Amapá 1600105 2020-08-14 ## 2016 Calçoene 1600204 2020-08-14 ## 2017 Cutias 1600212 2020-08-14 ## 2018 Ferreira Gomes 1600238 2020-08-14 ## 2019 Itaubal 1600253 2020-08-14 ## 2020 Laranjal do Jari 1600279 2020-08-14 ## 2021 Macapá 1600303 2020-08-14 ## 2022 Mazagão 1600402 2020-08-14 ## 2023 Oiapoque 1600501 2020-08-14 ## 2024 Pedra Branca do Amapari 1600154 2020-08-14 ## 2025 Porto Grande 1600535 2020-08-14 ## 2026 Pracuúba 1600550 2020-08-14 ## 2027 Santana 1600600 2020-08-14 ## 2028 Serra do Navio 1600055 2020-08-14 ## 2029 Tartarugalzinho 1600709 2020-08-14 ## 2030 Vitória do Jari 1600808 2020-08-14 ## 2031 <NA> 16 2020-08-14 ## 2032 Amapá 1600105 2020-08-15 ## 2033 Calçoene 1600204 2020-08-15 ## 2034 Cutias 1600212 2020-08-15 ## 2035 Ferreira Gomes 1600238 2020-08-15 ## 2036 Itaubal 1600253 2020-08-15 ## 2037 Laranjal do Jari 1600279 2020-08-15 ## 2038 Macapá 1600303 2020-08-15 ## 2039 Mazagão 1600402 2020-08-15 ## 2040 Oiapoque 1600501 2020-08-15 ## 2041 Pedra Branca do Amapari 1600154 2020-08-15 ## 2042 Porto Grande 1600535 2020-08-15 ## 2043 Pracuúba 1600550 2020-08-15 ## 2044 Santana 1600600 2020-08-15 ## 2045 Serra do Navio 1600055 2020-08-15 ## 2046 Tartarugalzinho 1600709 2020-08-15 ## 2047 Vitória do Jari 1600808 2020-08-15 ## 2048 <NA> 16 2020-08-15 ## 2049 Amapá 1600105 2020-08-16 ## 2050 Calçoene 1600204 2020-08-16 ## 2051 Cutias 1600212 2020-08-16 ## 2052 Ferreira Gomes 1600238 2020-08-16 ## 2053 Itaubal 1600253 2020-08-16 ## 2054 Laranjal do Jari 1600279 2020-08-16 ## 2055 Macapá 1600303 2020-08-16 ## 2056 Mazagão 1600402 2020-08-16 ## 2057 Oiapoque 1600501 2020-08-16 ## 2058 Pedra Branca do Amapari 1600154 2020-08-16 ## 2059 Porto Grande 1600535 2020-08-16 ## 2060 Pracuúba 1600550 2020-08-16 ## 2061 Santana 1600600 2020-08-16 ## 2062 Serra do Navio 1600055 2020-08-16 ## 2063 Tartarugalzinho 1600709 2020-08-16 ## 2064 Vitória do Jari 1600808 2020-08-16 ## 2065 <NA> 16 2020-08-16 ## 2066 Amapá 1600105 2020-08-17 ## 2067 Calçoene 1600204 2020-08-17 ## 2068 Cutias 1600212 2020-08-17 ## 2069 Ferreira Gomes 1600238 2020-08-17 ## 2070 Itaubal 1600253 2020-08-17 ## 2071 Laranjal do Jari 1600279 2020-08-17 ## 2072 Macapá 1600303 2020-08-17 ## 2073 Mazagão 1600402 2020-08-17 ## 2074 Oiapoque 1600501 2020-08-17 ## 2075 Pedra Branca do Amapari 1600154 2020-08-17 ## 2076 Porto Grande 1600535 2020-08-17 ## 2077 Pracuúba 1600550 2020-08-17 ## 2078 Santana 1600600 2020-08-17 ## 2079 Serra do Navio 1600055 2020-08-17 ## 2080 Tartarugalzinho 1600709 2020-08-17 ## 2081 Vitória do Jari 1600808 2020-08-17 ## 2082 <NA> 16 2020-08-17 ## 2083 Amapá 1600105 2020-08-18 ## 2084 Calçoene 1600204 2020-08-18 ## 2085 Cutias 1600212 2020-08-18 ## 2086 Ferreira Gomes 1600238 2020-08-18 ## 2087 Itaubal 1600253 2020-08-18 ## 2088 Laranjal do Jari 1600279 2020-08-18 ## 2089 Macapá 1600303 2020-08-18 ## 2090 Mazagão 1600402 2020-08-18 ## 2091 Oiapoque 1600501 2020-08-18 ## 2092 Pedra Branca do Amapari 1600154 2020-08-18 ## 2093 Porto Grande 1600535 2020-08-18 ## 2094 Pracuúba 1600550 2020-08-18 ## 2095 Santana 1600600 2020-08-18 ## 2096 Serra do Navio 1600055 2020-08-18 ## 2097 Tartarugalzinho 1600709 2020-08-18 ## 2098 Vitória do Jari 1600808 2020-08-18 ## 2099 <NA> 16 2020-08-18 ## 2100 Amapá 1600105 2020-08-19 ## 2101 Calçoene 1600204 2020-08-19 ## 2102 Cutias 1600212 2020-08-19 ## 2103 Ferreira Gomes 1600238 2020-08-19 ## 2104 Itaubal 1600253 2020-08-19 ## 2105 Laranjal do Jari 1600279 2020-08-19 ## 2106 Macapá 1600303 2020-08-19 ## 2107 Mazagão 1600402 2020-08-19 ## 2108 Oiapoque 1600501 2020-08-19 ## 2109 Pedra Branca do Amapari 1600154 2020-08-19 ## 2110 Porto Grande 1600535 2020-08-19 ## 2111 Pracuúba 1600550 2020-08-19 ## 2112 Santana 1600600 2020-08-19 ## 2113 Serra do Navio 1600055 2020-08-19 ## 2114 Tartarugalzinho 1600709 2020-08-19 ## 2115 Vitória do Jari 1600808 2020-08-19 ## 2116 <NA> 16 2020-08-19 ## 2117 Amapá 1600105 2020-08-20 ## 2118 Calçoene 1600204 2020-08-20 ## 2119 Cutias 1600212 2020-08-20 ## 2120 Ferreira Gomes 1600238 2020-08-20 ## 2121 Itaubal 1600253 2020-08-20 ## 2122 Laranjal do Jari 1600279 2020-08-20 ## 2123 Macapá 1600303 2020-08-20 ## 2124 Mazagão 1600402 2020-08-20 ## 2125 Oiapoque 1600501 2020-08-20 ## 2126 Pedra Branca do Amapari 1600154 2020-08-20 ## 2127 Porto Grande 1600535 2020-08-20 ## 2128 Pracuúba 1600550 2020-08-20 ## 2129 Santana 1600600 2020-08-20 ## 2130 Serra do Navio 1600055 2020-08-20 ## 2131 Tartarugalzinho 1600709 2020-08-20 ## 2132 Vitória do Jari 1600808 2020-08-20 ## 2133 <NA> 16 2020-08-20 ## 2134 Amapá 1600105 2020-08-21 ## 2135 Calçoene 1600204 2020-08-21 ## 2136 Cutias 1600212 2020-08-21 ## 2137 Ferreira Gomes 1600238 2020-08-21 ## 2138 Itaubal 1600253 2020-08-21 ## 2139 Laranjal do Jari 1600279 2020-08-21 ## 2140 Macapá 1600303 2020-08-21 ## 2141 Mazagão 1600402 2020-08-21 ## 2142 Oiapoque 1600501 2020-08-21 ## 2143 Pedra Branca do Amapari 1600154 2020-08-21 ## 2144 Porto Grande 1600535 2020-08-21 ## 2145 Pracuúba 1600550 2020-08-21 ## 2146 Santana 1600600 2020-08-21 ## 2147 Serra do Navio 1600055 2020-08-21 ## 2148 Tartarugalzinho 1600709 2020-08-21 ## 2149 Vitória do Jari 1600808 2020-08-21 ## 2150 <NA> 16 2020-08-21 ## 2151 Amapá 1600105 2020-08-22 ## 2152 Calçoene 1600204 2020-08-22 ## 2153 Cutias 1600212 2020-08-22 ## 2154 Ferreira Gomes 1600238 2020-08-22 ## 2155 Itaubal 1600253 2020-08-22 ## 2156 Laranjal do Jari 1600279 2020-08-22 ## 2157 Macapá 1600303 2020-08-22 ## 2158 Mazagão 1600402 2020-08-22 ## 2159 Oiapoque 1600501 2020-08-22 ## 2160 Pedra Branca do Amapari 1600154 2020-08-22 ## 2161 Porto Grande 1600535 2020-08-22 ## 2162 Pracuúba 1600550 2020-08-22 ## 2163 Santana 1600600 2020-08-22 ## 2164 Serra do Navio 1600055 2020-08-22 ## 2165 Tartarugalzinho 1600709 2020-08-22 ## 2166 Vitória do Jari 1600808 2020-08-22 ## 2167 <NA> 16 2020-08-22 ## 2168 Amapá 1600105 2020-08-23 ## 2169 Calçoene 1600204 2020-08-23 ## 2170 Cutias 1600212 2020-08-23 ## 2171 Ferreira Gomes 1600238 2020-08-23 ## 2172 Itaubal 1600253 2020-08-23 ## 2173 Laranjal do Jari 1600279 2020-08-23 ## 2174 Macapá 1600303 2020-08-23 ## 2175 Mazagão 1600402 2020-08-23 ## 2176 Oiapoque 1600501 2020-08-23 ## 2177 Pedra Branca do Amapari 1600154 2020-08-23 ## 2178 Porto Grande 1600535 2020-08-23 ## 2179 Pracuúba 1600550 2020-08-23 ## 2180 Santana 1600600 2020-08-23 ## 2181 Serra do Navio 1600055 2020-08-23 ## 2182 Tartarugalzinho 1600709 2020-08-23 ## 2183 Vitória do Jari 1600808 2020-08-23 ## 2184 <NA> 16 2020-08-23 ## 2185 Amapá 1600105 2020-08-24 ## 2186 Calçoene 1600204 2020-08-24 ## 2187 Cutias 1600212 2020-08-24 ## 2188 Ferreira Gomes 1600238 2020-08-24 ## 2189 Itaubal 1600253 2020-08-24 ## 2190 Laranjal do Jari 1600279 2020-08-24 ## 2191 Macapá 1600303 2020-08-24 ## 2192 Mazagão 1600402 2020-08-24 ## 2193 Oiapoque 1600501 2020-08-24 ## 2194 Pedra Branca do Amapari 1600154 2020-08-24 ## 2195 Porto Grande 1600535 2020-08-24 ## 2196 Pracuúba 1600550 2020-08-24 ## 2197 Santana 1600600 2020-08-24 ## 2198 Serra do Navio 1600055 2020-08-24 ## 2199 Tartarugalzinho 1600709 2020-08-24 ## 2200 Vitória do Jari 1600808 2020-08-24 ## 2201 <NA> 16 2020-08-24 ## 2202 Amapá 1600105 2020-08-25 ## 2203 Calçoene 1600204 2020-08-25 ## 2204 Cutias 1600212 2020-08-25 ## 2205 Ferreira Gomes 1600238 2020-08-25 ## 2206 Itaubal 1600253 2020-08-25 ## 2207 Laranjal do Jari 1600279 2020-08-25 ## 2208 Macapá 1600303 2020-08-25 ## 2209 Mazagão 1600402 2020-08-25 ## 2210 Oiapoque 1600501 2020-08-25 ## 2211 Pedra Branca do Amapari 1600154 2020-08-25 ## 2212 Porto Grande 1600535 2020-08-25 ## 2213 Pracuúba 1600550 2020-08-25 ## 2214 Santana 1600600 2020-08-25 ## 2215 Serra do Navio 1600055 2020-08-25 ## 2216 Tartarugalzinho 1600709 2020-08-25 ## 2217 Vitória do Jari 1600808 2020-08-25 ## 2218 <NA> 16 2020-08-25 ## 2219 Amapá 1600105 2020-08-26 ## 2220 Calçoene 1600204 2020-08-26 ## 2221 Cutias 1600212 2020-08-26 ## 2222 Ferreira Gomes 1600238 2020-08-26 ## 2223 Itaubal 1600253 2020-08-26 ## 2224 Laranjal do Jari 1600279 2020-08-26 ## 2225 Macapá 1600303 2020-08-26 ## 2226 Mazagão 1600402 2020-08-26 ## 2227 Oiapoque 1600501 2020-08-26 ## 2228 Pedra Branca do Amapari 1600154 2020-08-26 ## 2229 Porto Grande 1600535 2020-08-26 ## 2230 Pracuúba 1600550 2020-08-26 ## 2231 Santana 1600600 2020-08-26 ## 2232 Serra do Navio 1600055 2020-08-26 ## 2233 Tartarugalzinho 1600709 2020-08-26 ## 2234 Vitória do Jari 1600808 2020-08-26 ## 2235 <NA> 16 2020-08-26 ## 2236 Amapá 1600105 2020-08-27 ## 2237 Calçoene 1600204 2020-08-27 ## 2238 Cutias 1600212 2020-08-27 ## 2239 Ferreira Gomes 1600238 2020-08-27 ## 2240 Itaubal 1600253 2020-08-27 ## 2241 Laranjal do Jari 1600279 2020-08-27 ## 2242 Macapá 1600303 2020-08-27 ## 2243 Mazagão 1600402 2020-08-27 ## 2244 Oiapoque 1600501 2020-08-27 ## 2245 Pedra Branca do Amapari 1600154 2020-08-27 ## 2246 Porto Grande 1600535 2020-08-27 ## 2247 Pracuúba 1600550 2020-08-27 ## 2248 Santana 1600600 2020-08-27 ## 2249 Serra do Navio 1600055 2020-08-27 ## 2250 Tartarugalzinho 1600709 2020-08-27 ## 2251 Vitória do Jari 1600808 2020-08-27 ## 2252 <NA> 16 2020-08-27 ## 2253 Amapá 1600105 2020-08-28 ## 2254 Calçoene 1600204 2020-08-28 ## 2255 Cutias 1600212 2020-08-28 ## 2256 Ferreira Gomes 1600238 2020-08-28 ## 2257 Itaubal 1600253 2020-08-28 ## 2258 Laranjal do Jari 1600279 2020-08-28 ## 2259 Macapá 1600303 2020-08-28 ## 2260 Mazagão 1600402 2020-08-28 ## 2261 Oiapoque 1600501 2020-08-28 ## 2262 Pedra Branca do Amapari 1600154 2020-08-28 ## 2263 Porto Grande 1600535 2020-08-28 ## 2264 Pracuúba 1600550 2020-08-28 ## 2265 Santana 1600600 2020-08-28 ## 2266 Serra do Navio 1600055 2020-08-28 ## 2267 Tartarugalzinho 1600709 2020-08-28 ## 2268 Vitória do Jari 1600808 2020-08-28 ## 2269 <NA> 16 2020-08-28 ## 2270 Amapá 1600105 2020-08-29 ## 2271 Calçoene 1600204 2020-08-29 ## 2272 Cutias 1600212 2020-08-29 ## 2273 Ferreira Gomes 1600238 2020-08-29 ## 2274 Itaubal 1600253 2020-08-29 ## 2275 Laranjal do Jari 1600279 2020-08-29 ## 2276 Macapá 1600303 2020-08-29 ## 2277 Mazagão 1600402 2020-08-29 ## 2278 Oiapoque 1600501 2020-08-29 ## 2279 Pedra Branca do Amapari 1600154 2020-08-29 ## 2280 Porto Grande 1600535 2020-08-29 ## 2281 Pracuúba 1600550 2020-08-29 ## 2282 Santana 1600600 2020-08-29 ## 2283 Serra do Navio 1600055 2020-08-29 ## 2284 Tartarugalzinho 1600709 2020-08-29 ## 2285 Vitória do Jari 1600808 2020-08-29 ## 2286 <NA> 16 2020-08-29 ## 2287 Amapá 1600105 2020-08-30 ## 2288 Calçoene 1600204 2020-08-30 ## 2289 Cutias 1600212 2020-08-30 ## 2290 Ferreira Gomes 1600238 2020-08-30 ## 2291 Itaubal 1600253 2020-08-30 ## 2292 Laranjal do Jari 1600279 2020-08-30 ## 2293 Macapá 1600303 2020-08-30 ## 2294 Mazagão 1600402 2020-08-30 ## 2295 Oiapoque 1600501 2020-08-30 ## 2296 Pedra Branca do Amapari 1600154 2020-08-30 ## 2297 Porto Grande 1600535 2020-08-30 ## 2298 Pracuúba 1600550 2020-08-30 ## 2299 Santana 1600600 2020-08-30 ## 2300 Serra do Navio 1600055 2020-08-30 ## 2301 Tartarugalzinho 1600709 2020-08-30 ## 2302 Vitória do Jari 1600808 2020-08-30 ## 2303 <NA> 16 2020-08-30 ## 2304 Amapá 1600105 2020-08-31 ## 2305 Calçoene 1600204 2020-08-31 ## 2306 Cutias 1600212 2020-08-31 ## 2307 Ferreira Gomes 1600238 2020-08-31 ## 2308 Itaubal 1600253 2020-08-31 ## 2309 Laranjal do Jari 1600279 2020-08-31 ## 2310 Macapá 1600303 2020-08-31 ## 2311 Mazagão 1600402 2020-08-31 ## 2312 Oiapoque 1600501 2020-08-31 ## 2313 Pedra Branca do Amapari 1600154 2020-08-31 ## 2314 Porto Grande 1600535 2020-08-31 ## 2315 Pracuúba 1600550 2020-08-31 ## 2316 Santana 1600600 2020-08-31 ## 2317 Serra do Navio 1600055 2020-08-31 ## 2318 Tartarugalzinho 1600709 2020-08-31 ## 2319 Vitória do Jari 1600808 2020-08-31 ## 2320 <NA> 16 2020-08-31 ## 2321 Amapá 1600105 2020-09-01 ## 2322 Calçoene 1600204 2020-09-01 ## 2323 Cutias 1600212 2020-09-01 ## 2324 Ferreira Gomes 1600238 2020-09-01 ## 2325 Itaubal 1600253 2020-09-01 ## 2326 Laranjal do Jari 1600279 2020-09-01 ## 2327 Macapá 1600303 2020-09-01 ## 2328 Mazagão 1600402 2020-09-01 ## 2329 Oiapoque 1600501 2020-09-01 ## 2330 Pedra Branca do Amapari 1600154 2020-09-01 ## 2331 Porto Grande 1600535 2020-09-01 ## 2332 Pracuúba 1600550 2020-09-01 ## 2333 Santana 1600600 2020-09-01 ## 2334 Serra do Navio 1600055 2020-09-01 ## 2335 Tartarugalzinho 1600709 2020-09-01 ## 2336 Vitória do Jari 1600808 2020-09-01 ## 2337 <NA> 16 2020-09-01 ## 2338 Amapá 1600105 2020-09-02 ## 2339 Calçoene 1600204 2020-09-02 ## 2340 Cutias 1600212 2020-09-02 ## 2341 Ferreira Gomes 1600238 2020-09-02 ## 2342 Itaubal 1600253 2020-09-02 ## 2343 Laranjal do Jari 1600279 2020-09-02 ## 2344 Macapá 1600303 2020-09-02 ## 2345 Mazagão 1600402 2020-09-02 ## 2346 Oiapoque 1600501 2020-09-02 ## 2347 Pedra Branca do Amapari 1600154 2020-09-02 ## 2348 Porto Grande 1600535 2020-09-02 ## 2349 Pracuúba 1600550 2020-09-02 ## 2350 Santana 1600600 2020-09-02 ## 2351 Serra do Navio 1600055 2020-09-02 ## 2352 Tartarugalzinho 1600709 2020-09-02 ## 2353 Vitória do Jari 1600808 2020-09-02 ## 2354 <NA> 16 2020-09-02 ## 2355 Amapá 1600105 2020-09-03 ## 2356 Calçoene 1600204 2020-09-03 ## 2357 Cutias 1600212 2020-09-03 ## 2358 Ferreira Gomes 1600238 2020-09-03 ## 2359 Itaubal 1600253 2020-09-03 ## 2360 Laranjal do Jari 1600279 2020-09-03 ## 2361 Macapá 1600303 2020-09-03 ## 2362 Mazagão 1600402 2020-09-03 ## 2363 Oiapoque 1600501 2020-09-03 ## 2364 Pedra Branca do Amapari 1600154 2020-09-03 ## 2365 Porto Grande 1600535 2020-09-03 ## 2366 Pracuúba 1600550 2020-09-03 ## 2367 Santana 1600600 2020-09-03 ## 2368 Serra do Navio 1600055 2020-09-03 ## 2369 Tartarugalzinho 1600709 2020-09-03 ## 2370 Vitória do Jari 1600808 2020-09-03 ## 2371 <NA> 16 2020-09-03 ## 2372 Amapá 1600105 2020-09-04 ## 2373 Calçoene 1600204 2020-09-04 ## 2374 Cutias 1600212 2020-09-04 ## 2375 Ferreira Gomes 1600238 2020-09-04 ## 2376 Itaubal 1600253 2020-09-04 ## 2377 Laranjal do Jari 1600279 2020-09-04 ## 2378 Macapá 1600303 2020-09-04 ## 2379 Mazagão 1600402 2020-09-04 ## 2380 Oiapoque 1600501 2020-09-04 ## 2381 Pedra Branca do Amapari 1600154 2020-09-04 ## 2382 Porto Grande 1600535 2020-09-04 ## 2383 Pracuúba 1600550 2020-09-04 ## 2384 Santana 1600600 2020-09-04 ## 2385 Serra do Navio 1600055 2020-09-04 ## 2386 Tartarugalzinho 1600709 2020-09-04 ## 2387 Vitória do Jari 1600808 2020-09-04 ## 2388 <NA> 16 2020-09-04 ## 2389 Amapá 1600105 2020-09-05 ## 2390 Calçoene 1600204 2020-09-05 ## 2391 Cutias 1600212 2020-09-05 ## 2392 Ferreira Gomes 1600238 2020-09-05 ## 2393 Itaubal 1600253 2020-09-05 ## 2394 Laranjal do Jari 1600279 2020-09-05 ## 2395 Macapá 1600303 2020-09-05 ## 2396 Mazagão 1600402 2020-09-05 ## 2397 Oiapoque 1600501 2020-09-05 ## 2398 Pedra Branca do Amapari 1600154 2020-09-05 ## 2399 Porto Grande 1600535 2020-09-05 ## 2400 Pracuúba 1600550 2020-09-05 ## 2401 Santana 1600600 2020-09-05 ## 2402 Serra do Navio 1600055 2020-09-05 ## 2403 Tartarugalzinho 1600709 2020-09-05 ## 2404 Vitória do Jari 1600808 2020-09-05 ## 2405 <NA> 16 2020-09-05 ## 2406 Amapá 1600105 2020-09-06 ## 2407 Calçoene 1600204 2020-09-06 ## 2408 Cutias 1600212 2020-09-06 ## 2409 Ferreira Gomes 1600238 2020-09-06 ## 2410 Itaubal 1600253 2020-09-06 ## 2411 Laranjal do Jari 1600279 2020-09-06 ## 2412 Macapá 1600303 2020-09-06 ## 2413 Mazagão 1600402 2020-09-06 ## 2414 Oiapoque 1600501 2020-09-06 ## 2415 Pedra Branca do Amapari 1600154 2020-09-06 ## 2416 Porto Grande 1600535 2020-09-06 ## 2417 Pracuúba 1600550 2020-09-06 ## 2418 Santana 1600600 2020-09-06 ## 2419 Serra do Navio 1600055 2020-09-06 ## 2420 Tartarugalzinho 1600709 2020-09-06 ## 2421 Vitória do Jari 1600808 2020-09-06 ## 2422 <NA> 16 2020-09-06 ## 2423 Amapá 1600105 2020-09-07 ## 2424 Calçoene 1600204 2020-09-07 ## 2425 Cutias 1600212 2020-09-07 ## 2426 Ferreira Gomes 1600238 2020-09-07 ## 2427 Itaubal 1600253 2020-09-07 ## 2428 Laranjal do Jari 1600279 2020-09-07 ## 2429 Macapá 1600303 2020-09-07 ## 2430 Mazagão 1600402 2020-09-07 ## 2431 Oiapoque 1600501 2020-09-07 ## 2432 Pedra Branca do Amapari 1600154 2020-09-07 ## 2433 Porto Grande 1600535 2020-09-07 ## 2434 Pracuúba 1600550 2020-09-07 ## 2435 Santana 1600600 2020-09-07 ## 2436 Serra do Navio 1600055 2020-09-07 ## 2437 Tartarugalzinho 1600709 2020-09-07 ## 2438 Vitória do Jari 1600808 2020-09-07 ## 2439 <NA> 16 2020-09-07 ## 2440 Amapá 1600105 2020-09-08 ## 2441 Calçoene 1600204 2020-09-08 ## 2442 Cutias 1600212 2020-09-08 ## 2443 Ferreira Gomes 1600238 2020-09-08 ## 2444 Itaubal 1600253 2020-09-08 ## 2445 Laranjal do Jari 1600279 2020-09-08 ## 2446 Macapá 1600303 2020-09-08 ## 2447 Mazagão 1600402 2020-09-08 ## 2448 Oiapoque 1600501 2020-09-08 ## 2449 Pedra Branca do Amapari 1600154 2020-09-08 ## 2450 Porto Grande 1600535 2020-09-08 ## 2451 Pracuúba 1600550 2020-09-08 ## 2452 Santana 1600600 2020-09-08 ## 2453 Serra do Navio 1600055 2020-09-08 ## 2454 Tartarugalzinho 1600709 2020-09-08 ## 2455 Vitória do Jari 1600808 2020-09-08 ## 2456 <NA> 16 2020-09-08 ## 2457 Amapá 1600105 2020-09-09 ## 2458 Calçoene 1600204 2020-09-09 ## 2459 Cutias 1600212 2020-09-09 ## 2460 Ferreira Gomes 1600238 2020-09-09 ## 2461 Itaubal 1600253 2020-09-09 ## 2462 Laranjal do Jari 1600279 2020-09-09 ## 2463 Macapá 1600303 2020-09-09 ## 2464 Mazagão 1600402 2020-09-09 ## 2465 Oiapoque 1600501 2020-09-09 ## 2466 Pedra Branca do Amapari 1600154 2020-09-09 ## 2467 Porto Grande 1600535 2020-09-09 ## 2468 Pracuúba 1600550 2020-09-09 ## 2469 Santana 1600600 2020-09-09 ## 2470 Serra do Navio 1600055 2020-09-09 ## 2471 Tartarugalzinho 1600709 2020-09-09 ## 2472 Vitória do Jari 1600808 2020-09-09 ## 2473 <NA> 16 2020-09-09 ## 2474 Amapá 1600105 2020-09-10 ## 2475 Calçoene 1600204 2020-09-10 ## 2476 Cutias 1600212 2020-09-10 ## 2477 Ferreira Gomes 1600238 2020-09-10 ## 2478 Itaubal 1600253 2020-09-10 ## 2479 Laranjal do Jari 1600279 2020-09-10 ## 2480 Macapá 1600303 2020-09-10 ## 2481 Mazagão 1600402 2020-09-10 ## 2482 Oiapoque 1600501 2020-09-10 ## 2483 Pedra Branca do Amapari 1600154 2020-09-10 ## 2484 Porto Grande 1600535 2020-09-10 ## 2485 Pracuúba 1600550 2020-09-10 ## 2486 Santana 1600600 2020-09-10 ## 2487 Serra do Navio 1600055 2020-09-10 ## 2488 Tartarugalzinho 1600709 2020-09-10 ## 2489 Vitória do Jari 1600808 2020-09-10 ## 2490 <NA> 16 2020-09-10 ## 2491 Amapá 1600105 2020-09-11 ## 2492 Calçoene 1600204 2020-09-11 ## 2493 Cutias 1600212 2020-09-11 ## 2494 Ferreira Gomes 1600238 2020-09-11 ## 2495 Itaubal 1600253 2020-09-11 ## 2496 Laranjal do Jari 1600279 2020-09-11 ## 2497 Macapá 1600303 2020-09-11 ## 2498 Mazagão 1600402 2020-09-11 ## 2499 Oiapoque 1600501 2020-09-11 ## 2500 Pedra Branca do Amapari 1600154 2020-09-11 ## 2501 Porto Grande 1600535 2020-09-11 ## 2502 Pracuúba 1600550 2020-09-11 ## 2503 Santana 1600600 2020-09-11 ## 2504 Serra do Navio 1600055 2020-09-11 ## 2505 Tartarugalzinho 1600709 2020-09-11 ## 2506 Vitória do Jari 1600808 2020-09-11 ## 2507 <NA> 16 2020-09-11 ## 2508 Amapá 1600105 2020-09-12 ## 2509 Calçoene 1600204 2020-09-12 ## 2510 Cutias 1600212 2020-09-12 ## 2511 Ferreira Gomes 1600238 2020-09-12 ## 2512 Itaubal 1600253 2020-09-12 ## 2513 Laranjal do Jari 1600279 2020-09-12 ## 2514 Macapá 1600303 2020-09-12 ## 2515 Mazagão 1600402 2020-09-12 ## 2516 Oiapoque 1600501 2020-09-12 ## 2517 Pedra Branca do Amapari 1600154 2020-09-12 ## 2518 Porto Grande 1600535 2020-09-12 ## 2519 Pracuúba 1600550 2020-09-12 ## 2520 Santana 1600600 2020-09-12 ## 2521 Serra do Navio 1600055 2020-09-12 ## 2522 Tartarugalzinho 1600709 2020-09-12 ## 2523 Vitória do Jari 1600808 2020-09-12 ## 2524 <NA> 16 2020-09-12 ## 2525 Amapá 1600105 2020-09-13 ## 2526 Calçoene 1600204 2020-09-13 ## 2527 Cutias 1600212 2020-09-13 ## 2528 Ferreira Gomes 1600238 2020-09-13 ## 2529 Itaubal 1600253 2020-09-13 ## 2530 Laranjal do Jari 1600279 2020-09-13 ## 2531 Macapá 1600303 2020-09-13 ## 2532 Mazagão 1600402 2020-09-13 ## 2533 Oiapoque 1600501 2020-09-13 ## 2534 Pedra Branca do Amapari 1600154 2020-09-13 ## 2535 Porto Grande 1600535 2020-09-13 ## 2536 Pracuúba 1600550 2020-09-13 ## 2537 Santana 1600600 2020-09-13 ## 2538 Serra do Navio 1600055 2020-09-13 ## 2539 Tartarugalzinho 1600709 2020-09-13 ## 2540 Vitória do Jari 1600808 2020-09-13 ## 2541 <NA> 16 2020-09-13 ## 2542 Amapá 1600105 2020-09-14 ## 2543 Calçoene 1600204 2020-09-14 ## 2544 Cutias 1600212 2020-09-14 ## 2545 Ferreira Gomes 1600238 2020-09-14 ## 2546 Itaubal 1600253 2020-09-14 ## 2547 Laranjal do Jari 1600279 2020-09-14 ## 2548 Macapá 1600303 2020-09-14 ## 2549 Mazagão 1600402 2020-09-14 ## 2550 Oiapoque 1600501 2020-09-14 ## 2551 Pedra Branca do Amapari 1600154 2020-09-14 ## 2552 Porto Grande 1600535 2020-09-14 ## 2553 Pracuúba 1600550 2020-09-14 ## 2554 Santana 1600600 2020-09-14 ## 2555 Serra do Navio 1600055 2020-09-14 ## 2556 Tartarugalzinho 1600709 2020-09-14 ## 2557 Vitória do Jari 1600808 2020-09-14 ## 2558 <NA> 16 2020-09-14 ## 2559 Amapá 1600105 2020-09-15 ## 2560 Calçoene 1600204 2020-09-15 ## 2561 Cutias 1600212 2020-09-15 ## 2562 Ferreira Gomes 1600238 2020-09-15 ## 2563 Itaubal 1600253 2020-09-15 ## 2564 Laranjal do Jari 1600279 2020-09-15 ## 2565 Macapá 1600303 2020-09-15 ## 2566 Mazagão 1600402 2020-09-15 ## 2567 Oiapoque 1600501 2020-09-15 ## 2568 Pedra Branca do Amapari 1600154 2020-09-15 ## 2569 Porto Grande 1600535 2020-09-15 ## 2570 Pracuúba 1600550 2020-09-15 ## 2571 Santana 1600600 2020-09-15 ## 2572 Serra do Navio 1600055 2020-09-15 ## 2573 Tartarugalzinho 1600709 2020-09-15 ## 2574 Vitória do Jari 1600808 2020-09-15 ## 2575 <NA> 16 2020-09-15 ## 2576 Amapá 1600105 2020-09-16 ## 2577 Calçoene 1600204 2020-09-16 ## 2578 Cutias 1600212 2020-09-16 ## 2579 Ferreira Gomes 1600238 2020-09-16 ## 2580 Itaubal 1600253 2020-09-16 ## 2581 Laranjal do Jari 1600279 2020-09-16 ## 2582 Macapá 1600303 2020-09-16 ## 2583 Mazagão 1600402 2020-09-16 ## 2584 Oiapoque 1600501 2020-09-16 ## 2585 Pedra Branca do Amapari 1600154 2020-09-16 ## 2586 Porto Grande 1600535 2020-09-16 ## 2587 Pracuúba 1600550 2020-09-16 ## 2588 Santana 1600600 2020-09-16 ## 2589 Serra do Navio 1600055 2020-09-16 ## 2590 Tartarugalzinho 1600709 2020-09-16 ## 2591 Vitória do Jari 1600808 2020-09-16 ## 2592 <NA> 16 2020-09-16 ## 2593 Amapá 1600105 2020-09-17 ## 2594 Calçoene 1600204 2020-09-17 ## 2595 Cutias 1600212 2020-09-17 ## 2596 Ferreira Gomes 1600238 2020-09-17 ## 2597 Itaubal 1600253 2020-09-17 ## 2598 Laranjal do Jari 1600279 2020-09-17 ## 2599 Macapá 1600303 2020-09-17 ## 2600 Mazagão 1600402 2020-09-17 ## 2601 Oiapoque 1600501 2020-09-17 ## 2602 Pedra Branca do Amapari 1600154 2020-09-17 ## 2603 Porto Grande 1600535 2020-09-17 ## 2604 Pracuúba 1600550 2020-09-17 ## 2605 Santana 1600600 2020-09-17 ## 2606 Serra do Navio 1600055 2020-09-17 ## 2607 Tartarugalzinho 1600709 2020-09-17 ## 2608 Vitória do Jari 1600808 2020-09-17 ## 2609 <NA> 16 2020-09-17 ## 2610 Amapá 1600105 2020-09-18 ## 2611 Calçoene 1600204 2020-09-18 ## 2612 Cutias 1600212 2020-09-18 ## 2613 Ferreira Gomes 1600238 2020-09-18 ## 2614 Itaubal 1600253 2020-09-18 ## 2615 Laranjal do Jari 1600279 2020-09-18 ## 2616 Macapá 1600303 2020-09-18 ## 2617 Mazagão 1600402 2020-09-18 ## 2618 Oiapoque 1600501 2020-09-18 ## 2619 Pedra Branca do Amapari 1600154 2020-09-18 ## 2620 Porto Grande 1600535 2020-09-18 ## 2621 Pracuúba 1600550 2020-09-18 ## 2622 Santana 1600600 2020-09-18 ## 2623 Serra do Navio 1600055 2020-09-18 ## 2624 Tartarugalzinho 1600709 2020-09-18 ## 2625 Vitória do Jari 1600808 2020-09-18 ## 2626 <NA> 16 2020-09-18 ## 2627 Amapá 1600105 2020-09-19 ## 2628 Calçoene 1600204 2020-09-19 ## 2629 Cutias 1600212 2020-09-19 ## 2630 Ferreira Gomes 1600238 2020-09-19 ## 2631 Itaubal 1600253 2020-09-19 ## 2632 Laranjal do Jari 1600279 2020-09-19 ## 2633 Macapá 1600303 2020-09-19 ## 2634 Mazagão 1600402 2020-09-19 ## 2635 Oiapoque 1600501 2020-09-19 ## 2636 Pedra Branca do Amapari 1600154 2020-09-19 ## 2637 Porto Grande 1600535 2020-09-19 ## 2638 Pracuúba 1600550 2020-09-19 ## 2639 Santana 1600600 2020-09-19 ## 2640 Serra do Navio 1600055 2020-09-19 ## 2641 Tartarugalzinho 1600709 2020-09-19 ## 2642 Vitória do Jari 1600808 2020-09-19 ## 2643 <NA> 16 2020-09-19 ## 2644 Amapá 1600105 2020-09-20 ## 2645 Calçoene 1600204 2020-09-20 ## 2646 Cutias 1600212 2020-09-20 ## 2647 Ferreira Gomes 1600238 2020-09-20 ## 2648 Itaubal 1600253 2020-09-20 ## 2649 Laranjal do Jari 1600279 2020-09-20 ## 2650 Macapá 1600303 2020-09-20 ## 2651 Mazagão 1600402 2020-09-20 ## 2652 Oiapoque 1600501 2020-09-20 ## 2653 Pedra Branca do Amapari 1600154 2020-09-20 ## 2654 Porto Grande 1600535 2020-09-20 ## 2655 Pracuúba 1600550 2020-09-20 ## 2656 Santana 1600600 2020-09-20 ## 2657 Serra do Navio 1600055 2020-09-20 ## 2658 Tartarugalzinho 1600709 2020-09-20 ## 2659 Vitória do Jari 1600808 2020-09-20 ## 2660 <NA> 16 2020-09-20 ## 2661 Amapá 1600105 2020-09-21 ## 2662 Calçoene 1600204 2020-09-21 ## 2663 Cutias 1600212 2020-09-21 ## 2664 Ferreira Gomes 1600238 2020-09-21 ## 2665 Itaubal 1600253 2020-09-21 ## 2666 Laranjal do Jari 1600279 2020-09-21 ## 2667 Macapá 1600303 2020-09-21 ## 2668 Mazagão 1600402 2020-09-21 ## 2669 Oiapoque 1600501 2020-09-21 ## 2670 Pedra Branca do Amapari 1600154 2020-09-21 ## 2671 Porto Grande 1600535 2020-09-21 ## 2672 Pracuúba 1600550 2020-09-21 ## 2673 Santana 1600600 2020-09-21 ## 2674 Serra do Navio 1600055 2020-09-21 ## 2675 Tartarugalzinho 1600709 2020-09-21 ## 2676 Vitória do Jari 1600808 2020-09-21 ## 2677 <NA> 16 2020-09-21 ## 2678 Amapá 1600105 2020-09-22 ## 2679 Calçoene 1600204 2020-09-22 ## 2680 Cutias 1600212 2020-09-22 ## 2681 Ferreira Gomes 1600238 2020-09-22 ## 2682 Itaubal 1600253 2020-09-22 ## 2683 Laranjal do Jari 1600279 2020-09-22 ## 2684 Macapá 1600303 2020-09-22 ## 2685 Mazagão 1600402 2020-09-22 ## 2686 Oiapoque 1600501 2020-09-22 ## 2687 Pedra Branca do Amapari 1600154 2020-09-22 ## 2688 Porto Grande 1600535 2020-09-22 ## 2689 Pracuúba 1600550 2020-09-22 ## 2690 Santana 1600600 2020-09-22 ## 2691 Serra do Navio 1600055 2020-09-22 ## 2692 Tartarugalzinho 1600709 2020-09-22 ## 2693 Vitória do Jari 1600808 2020-09-22 ## 2694 <NA> 16 2020-09-22 ## 2695 Amapá 1600105 2020-09-23 ## 2696 Calçoene 1600204 2020-09-23 ## 2697 Cutias 1600212 2020-09-23 ## 2698 Ferreira Gomes 1600238 2020-09-23 ## 2699 Itaubal 1600253 2020-09-23 ## 2700 Laranjal do Jari 1600279 2020-09-23 ## 2701 Macapá 1600303 2020-09-23 ## 2702 Mazagão 1600402 2020-09-23 ## 2703 Oiapoque 1600501 2020-09-23 ## 2704 Pedra Branca do Amapari 1600154 2020-09-23 ## 2705 Porto Grande 1600535 2020-09-23 ## 2706 Pracuúba 1600550 2020-09-23 ## 2707 Santana 1600600 2020-09-23 ## 2708 Serra do Navio 1600055 2020-09-23 ## 2709 Tartarugalzinho 1600709 2020-09-23 ## 2710 Vitória do Jari 1600808 2020-09-23 ## 2711 <NA> 16 2020-09-23 ## 2712 Amapá 1600105 2020-09-24 ## 2713 Calçoene 1600204 2020-09-24 ## 2714 Cutias 1600212 2020-09-24 ## 2715 Ferreira Gomes 1600238 2020-09-24 ## 2716 Itaubal 1600253 2020-09-24 ## 2717 Laranjal do Jari 1600279 2020-09-24 ## 2718 Macapá 1600303 2020-09-24 ## 2719 Mazagão 1600402 2020-09-24 ## 2720 Oiapoque 1600501 2020-09-24 ## 2721 Pedra Branca do Amapari 1600154 2020-09-24 ## 2722 Porto Grande 1600535 2020-09-24 ## 2723 Pracuúba 1600550 2020-09-24 ## 2724 Santana 1600600 2020-09-24 ## 2725 Serra do Navio 1600055 2020-09-24 ## 2726 Tartarugalzinho 1600709 2020-09-24 ## 2727 Vitória do Jari 1600808 2020-09-24 ## 2728 <NA> 16 2020-09-24 ## 2729 Amapá 1600105 2020-09-25 ## 2730 Calçoene 1600204 2020-09-25 ## 2731 Cutias 1600212 2020-09-25 ## 2732 Ferreira Gomes 1600238 2020-09-25 ## 2733 Itaubal 1600253 2020-09-25 ## 2734 Laranjal do Jari 1600279 2020-09-25 ## 2735 Macapá 1600303 2020-09-25 ## 2736 Mazagão 1600402 2020-09-25 ## 2737 Oiapoque 1600501 2020-09-25 ## 2738 Pedra Branca do Amapari 1600154 2020-09-25 ## 2739 Porto Grande 1600535 2020-09-25 ## 2740 Pracuúba 1600550 2020-09-25 ## 2741 Santana 1600600 2020-09-25 ## 2742 Serra do Navio 1600055 2020-09-25 ## 2743 Tartarugalzinho 1600709 2020-09-25 ## 2744 Vitória do Jari 1600808 2020-09-25 ## 2745 <NA> 16 2020-09-25 ## 2746 Amapá 1600105 2020-09-26 ## 2747 Calçoene 1600204 2020-09-26 ## 2748 Cutias 1600212 2020-09-26 ## 2749 Ferreira Gomes 1600238 2020-09-26 ## 2750 Itaubal 1600253 2020-09-26 ## 2751 Laranjal do Jari 1600279 2020-09-26 ## 2752 Macapá 1600303 2020-09-26 ## 2753 Mazagão 1600402 2020-09-26 ## 2754 Oiapoque 1600501 2020-09-26 ## 2755 Pedra Branca do Amapari 1600154 2020-09-26 ## 2756 Porto Grande 1600535 2020-09-26 ## 2757 Pracuúba 1600550 2020-09-26 ## 2758 Santana 1600600 2020-09-26 ## 2759 Serra do Navio 1600055 2020-09-26 ## 2760 Tartarugalzinho 1600709 2020-09-26 ## 2761 Vitória do Jari 1600808 2020-09-26 ## 2762 <NA> 16 2020-09-26 ## 2763 Amapá 1600105 2020-09-27 ## 2764 Calçoene 1600204 2020-09-27 ## 2765 Cutias 1600212 2020-09-27 ## 2766 Ferreira Gomes 1600238 2020-09-27 ## 2767 Itaubal 1600253 2020-09-27 ## 2768 Laranjal do Jari 1600279 2020-09-27 ## 2769 Macapá 1600303 2020-09-27 ## 2770 Mazagão 1600402 2020-09-27 ## 2771 Oiapoque 1600501 2020-09-27 ## 2772 Pedra Branca do Amapari 1600154 2020-09-27 ## 2773 Porto Grande 1600535 2020-09-27 ## 2774 Pracuúba 1600550 2020-09-27 ## 2775 Santana 1600600 2020-09-27 ## 2776 Serra do Navio 1600055 2020-09-27 ## 2777 Tartarugalzinho 1600709 2020-09-27 ## 2778 Vitória do Jari 1600808 2020-09-27 ## 2779 <NA> 16 2020-09-27 ## 2780 Amapá 1600105 2020-09-28 ## 2781 Calçoene 1600204 2020-09-28 ## 2782 Cutias 1600212 2020-09-28 ## 2783 Ferreira Gomes 1600238 2020-09-28 ## 2784 Itaubal 1600253 2020-09-28 ## 2785 Laranjal do Jari 1600279 2020-09-28 ## 2786 Macapá 1600303 2020-09-28 ## 2787 Mazagão 1600402 2020-09-28 ## 2788 Oiapoque 1600501 2020-09-28 ## 2789 Pedra Branca do Amapari 1600154 2020-09-28 ## 2790 Porto Grande 1600535 2020-09-28 ## 2791 Pracuúba 1600550 2020-09-28 ## 2792 Santana 1600600 2020-09-28 ## 2793 Serra do Navio 1600055 2020-09-28 ## 2794 Tartarugalzinho 1600709 2020-09-28 ## 2795 Vitória do Jari 1600808 2020-09-28 ## 2796 <NA> 16 2020-09-28 ## 2797 Amapá 1600105 2020-09-29 ## 2798 Calçoene 1600204 2020-09-29 ## 2799 Cutias 1600212 2020-09-29 ## 2800 Ferreira Gomes 1600238 2020-09-29 ## 2801 Itaubal 1600253 2020-09-29 ## 2802 Laranjal do Jari 1600279 2020-09-29 ## 2803 Macapá 1600303 2020-09-29 ## 2804 Mazagão 1600402 2020-09-29 ## 2805 Oiapoque 1600501 2020-09-29 ## 2806 Pedra Branca do Amapari 1600154 2020-09-29 ## 2807 Porto Grande 1600535 2020-09-29 ## 2808 Pracuúba 1600550 2020-09-29 ## 2809 Santana 1600600 2020-09-29 ## 2810 Serra do Navio 1600055 2020-09-29 ## 2811 Tartarugalzinho 1600709 2020-09-29 ## 2812 Vitória do Jari 1600808 2020-09-29 ## 2813 <NA> 16 2020-09-29 ## 2814 Amapá 1600105 2020-09-30 ## 2815 Calçoene 1600204 2020-09-30 ## 2816 Cutias 1600212 2020-09-30 ## 2817 Ferreira Gomes 1600238 2020-09-30 ## 2818 Itaubal 1600253 2020-09-30 ## 2819 Laranjal do Jari 1600279 2020-09-30 ## 2820 Macapá 1600303 2020-09-30 ## 2821 Mazagão 1600402 2020-09-30 ## 2822 Oiapoque 1600501 2020-09-30 ## 2823 Pedra Branca do Amapari 1600154 2020-09-30 ## 2824 Porto Grande 1600535 2020-09-30 ## 2825 Pracuúba 1600550 2020-09-30 ## 2826 Santana 1600600 2020-09-30 ## 2827 Serra do Navio 1600055 2020-09-30 ## 2828 Tartarugalzinho 1600709 2020-09-30 ## 2829 Vitória do Jari 1600808 2020-09-30 ## 2830 <NA> 16 2020-09-30 ## 2831 Amapá 1600105 2020-10-01 ## 2832 Calçoene 1600204 2020-10-01 ## 2833 Cutias 1600212 2020-10-01 ## 2834 Ferreira Gomes 1600238 2020-10-01 ## 2835 Itaubal 1600253 2020-10-01 ## 2836 Laranjal do Jari 1600279 2020-10-01 ## 2837 Macapá 1600303 2020-10-01 ## 2838 Mazagão 1600402 2020-10-01 ## 2839 Oiapoque 1600501 2020-10-01 ## 2840 Pedra Branca do Amapari 1600154 2020-10-01 ## 2841 Porto Grande 1600535 2020-10-01 ## 2842 Pracuúba 1600550 2020-10-01 ## 2843 Santana 1600600 2020-10-01 ## 2844 Serra do Navio 1600055 2020-10-01 ## 2845 Tartarugalzinho 1600709 2020-10-01 ## 2846 Vitória do Jari 1600808 2020-10-01 ## 2847 <NA> 16 2020-10-01 ## 2848 Amapá 1600105 2020-10-02 ## 2849 Calçoene 1600204 2020-10-02 ## 2850 Cutias 1600212 2020-10-02 ## 2851 Ferreira Gomes 1600238 2020-10-02 ## 2852 Itaubal 1600253 2020-10-02 ## 2853 Laranjal do Jari 1600279 2020-10-02 ## 2854 Macapá 1600303 2020-10-02 ## 2855 Mazagão 1600402 2020-10-02 ## 2856 Oiapoque 1600501 2020-10-02 ## 2857 Pedra Branca do Amapari 1600154 2020-10-02 ## 2858 Porto Grande 1600535 2020-10-02 ## 2859 Pracuúba 1600550 2020-10-02 ## 2860 Santana 1600600 2020-10-02 ## 2861 Serra do Navio 1600055 2020-10-02 ## 2862 Tartarugalzinho 1600709 2020-10-02 ## 2863 Vitória do Jari 1600808 2020-10-02 ## 2864 <NA> 16 2020-10-02 ## 2865 Amapá 1600105 2020-10-03 ## 2866 Calçoene 1600204 2020-10-03 ## 2867 Cutias 1600212 2020-10-03 ## 2868 Ferreira Gomes 1600238 2020-10-03 ## 2869 Itaubal 1600253 2020-10-03 ## 2870 Laranjal do Jari 1600279 2020-10-03 ## 2871 Macapá 1600303 2020-10-03 ## 2872 Mazagão 1600402 2020-10-03 ## 2873 Oiapoque 1600501 2020-10-03 ## 2874 Pedra Branca do Amapari 1600154 2020-10-03 ## 2875 Porto Grande 1600535 2020-10-03 ## 2876 Pracuúba 1600550 2020-10-03 ## 2877 Santana 1600600 2020-10-03 ## 2878 Serra do Navio 1600055 2020-10-03 ## 2879 Tartarugalzinho 1600709 2020-10-03 ## 2880 Vitória do Jari 1600808 2020-10-03 ## 2881 <NA> 16 2020-10-03 ## 2882 Amapá 1600105 2020-10-04 ## 2883 Calçoene 1600204 2020-10-04 ## 2884 Cutias 1600212 2020-10-04 ## 2885 Ferreira Gomes 1600238 2020-10-04 ## 2886 Itaubal 1600253 2020-10-04 ## 2887 Laranjal do Jari 1600279 2020-10-04 ## 2888 Macapá 1600303 2020-10-04 ## 2889 Mazagão 1600402 2020-10-04 ## 2890 Oiapoque 1600501 2020-10-04 ## 2891 Pedra Branca do Amapari 1600154 2020-10-04 ## 2892 Porto Grande 1600535 2020-10-04 ## 2893 Pracuúba 1600550 2020-10-04 ## 2894 Santana 1600600 2020-10-04 ## 2895 Serra do Navio 1600055 2020-10-04 ## 2896 Tartarugalzinho 1600709 2020-10-04 ## 2897 Vitória do Jari 1600808 2020-10-04 ## 2898 <NA> 16 2020-10-04 ## 2899 Amapá 1600105 2020-10-05 ## 2900 Calçoene 1600204 2020-10-05 ## 2901 Cutias 1600212 2020-10-05 ## 2902 Ferreira Gomes 1600238 2020-10-05 ## 2903 Itaubal 1600253 2020-10-05 ## 2904 Laranjal do Jari 1600279 2020-10-05 ## 2905 Macapá 1600303 2020-10-05 ## 2906 Mazagão 1600402 2020-10-05 ## 2907 Oiapoque 1600501 2020-10-05 ## 2908 Pedra Branca do Amapari 1600154 2020-10-05 ## 2909 Porto Grande 1600535 2020-10-05 ## 2910 Pracuúba 1600550 2020-10-05 ## 2911 Santana 1600600 2020-10-05 ## 2912 Serra do Navio 1600055 2020-10-05 ## 2913 Tartarugalzinho 1600709 2020-10-05 ## 2914 Vitória do Jari 1600808 2020-10-05 ## 2915 <NA> 16 2020-10-05 ## 2916 Amapá 1600105 2020-10-06 ## 2917 Calçoene 1600204 2020-10-06 ## 2918 Cutias 1600212 2020-10-06 ## 2919 Ferreira Gomes 1600238 2020-10-06 ## 2920 Itaubal 1600253 2020-10-06 ## 2921 Laranjal do Jari 1600279 2020-10-06 ## 2922 Macapá 1600303 2020-10-06 ## 2923 Mazagão 1600402 2020-10-06 ## 2924 Oiapoque 1600501 2020-10-06 ## 2925 Pedra Branca do Amapari 1600154 2020-10-06 ## 2926 Porto Grande 1600535 2020-10-06 ## 2927 Pracuúba 1600550 2020-10-06 ## 2928 Santana 1600600 2020-10-06 ## 2929 Serra do Navio 1600055 2020-10-06 ## 2930 Tartarugalzinho 1600709 2020-10-06 ## 2931 Vitória do Jari 1600808 2020-10-06 ## 2932 <NA> 16 2020-10-06 ## 2933 Amapá 1600105 2020-10-07 ## 2934 Calçoene 1600204 2020-10-07 ## 2935 Cutias 1600212 2020-10-07 ## 2936 Ferreira Gomes 1600238 2020-10-07 ## 2937 Itaubal 1600253 2020-10-07 ## 2938 Laranjal do Jari 1600279 2020-10-07 ## 2939 Macapá 1600303 2020-10-07 ## 2940 Mazagão 1600402 2020-10-07 ## 2941 Oiapoque 1600501 2020-10-07 ## 2942 Pedra Branca do Amapari 1600154 2020-10-07 ## 2943 Porto Grande 1600535 2020-10-07 ## 2944 Pracuúba 1600550 2020-10-07 ## 2945 Santana 1600600 2020-10-07 ## 2946 Serra do Navio 1600055 2020-10-07 ## 2947 Tartarugalzinho 1600709 2020-10-07 ## 2948 Vitória do Jari 1600808 2020-10-07 ## 2949 <NA> 16 2020-10-07 ## 2950 Amapá 1600105 2020-10-08 ## 2951 Calçoene 1600204 2020-10-08 ## 2952 Cutias 1600212 2020-10-08 ## 2953 Ferreira Gomes 1600238 2020-10-08 ## 2954 Itaubal 1600253 2020-10-08 ## 2955 Laranjal do Jari 1600279 2020-10-08 ## 2956 Macapá 1600303 2020-10-08 ## 2957 Mazagão 1600402 2020-10-08 ## 2958 Oiapoque 1600501 2020-10-08 ## 2959 Pedra Branca do Amapari 1600154 2020-10-08 ## 2960 Porto Grande 1600535 2020-10-08 ## 2961 Pracuúba 1600550 2020-10-08 ## 2962 Santana 1600600 2020-10-08 ## 2963 Serra do Navio 1600055 2020-10-08 ## 2964 Tartarugalzinho 1600709 2020-10-08 ## 2965 Vitória do Jari 1600808 2020-10-08 ## 2966 <NA> 16 2020-10-08 ## 2967 Amapá 1600105 2020-10-09 ## 2968 Calçoene 1600204 2020-10-09 ## 2969 Cutias 1600212 2020-10-09 ## 2970 Ferreira Gomes 1600238 2020-10-09 ## 2971 Itaubal 1600253 2020-10-09 ## 2972 Laranjal do Jari 1600279 2020-10-09 ## 2973 Macapá 1600303 2020-10-09 ## 2974 Mazagão 1600402 2020-10-09 ## 2975 Oiapoque 1600501 2020-10-09 ## 2976 Pedra Branca do Amapari 1600154 2020-10-09 ## 2977 Porto Grande 1600535 2020-10-09 ## 2978 Pracuúba 1600550 2020-10-09 ## 2979 Santana 1600600 2020-10-09 ## 2980 Serra do Navio 1600055 2020-10-09 ## 2981 Tartarugalzinho 1600709 2020-10-09 ## 2982 Vitória do Jari 1600808 2020-10-09 ## 2983 <NA> 16 2020-10-09 ## 2984 Amapá 1600105 2020-10-10 ## 2985 Calçoene 1600204 2020-10-10 ## 2986 Cutias 1600212 2020-10-10 ## 2987 Ferreira Gomes 1600238 2020-10-10 ## 2988 Itaubal 1600253 2020-10-10 ## 2989 Laranjal do Jari 1600279 2020-10-10 ## 2990 Macapá 1600303 2020-10-10 ## 2991 Mazagão 1600402 2020-10-10 ## 2992 Oiapoque 1600501 2020-10-10 ## 2993 Pedra Branca do Amapari 1600154 2020-10-10 ## 2994 Porto Grande 1600535 2020-10-10 ## 2995 Pracuúba 1600550 2020-10-10 ## 2996 Santana 1600600 2020-10-10 ## 2997 Serra do Navio 1600055 2020-10-10 ## 2998 Tartarugalzinho 1600709 2020-10-10 ## 2999 Vitória do Jari 1600808 2020-10-10 ## 3000 <NA> 16 2020-10-10 ## 3001 Amapá 1600105 2020-10-11 ## 3002 Calçoene 1600204 2020-10-11 ## 3003 Cutias 1600212 2020-10-11 ## 3004 Ferreira Gomes 1600238 2020-10-11 ## 3005 Itaubal 1600253 2020-10-11 ## 3006 Laranjal do Jari 1600279 2020-10-11 ## 3007 Macapá 1600303 2020-10-11 ## 3008 Mazagão 1600402 2020-10-11 ## 3009 Oiapoque 1600501 2020-10-11 ## 3010 Pedra Branca do Amapari 1600154 2020-10-11 ## 3011 Porto Grande 1600535 2020-10-11 ## 3012 Pracuúba 1600550 2020-10-11 ## 3013 Santana 1600600 2020-10-11 ## 3014 Serra do Navio 1600055 2020-10-11 ## 3015 Tartarugalzinho 1600709 2020-10-11 ## 3016 Vitória do Jari 1600808 2020-10-11 ## 3017 <NA> 16 2020-10-11 ## 3018 Amapá 1600105 2020-10-12 ## 3019 Calçoene 1600204 2020-10-12 ## 3020 Cutias 1600212 2020-10-12 ## 3021 Ferreira Gomes 1600238 2020-10-12 ## 3022 Itaubal 1600253 2020-10-12 ## 3023 Laranjal do Jari 1600279 2020-10-12 ## 3024 Macapá 1600303 2020-10-12 ## 3025 Mazagão 1600402 2020-10-12 ## 3026 Oiapoque 1600501 2020-10-12 ## 3027 Pedra Branca do Amapari 1600154 2020-10-12 ## 3028 Porto Grande 1600535 2020-10-12 ## 3029 Pracuúba 1600550 2020-10-12 ## 3030 Santana 1600600 2020-10-12 ## 3031 Serra do Navio 1600055 2020-10-12 ## 3032 Tartarugalzinho 1600709 2020-10-12 ## 3033 Vitória do Jari 1600808 2020-10-12 ## 3034 <NA> 16 2020-10-12 ## 3035 Amapá 1600105 2020-10-13 ## 3036 Calçoene 1600204 2020-10-13 ## 3037 Cutias 1600212 2020-10-13 ## 3038 Ferreira Gomes 1600238 2020-10-13 ## 3039 Itaubal 1600253 2020-10-13 ## 3040 Laranjal do Jari 1600279 2020-10-13 ## 3041 Macapá 1600303 2020-10-13 ## 3042 Mazagão 1600402 2020-10-13 ## 3043 Oiapoque 1600501 2020-10-13 ## 3044 Pedra Branca do Amapari 1600154 2020-10-13 ## 3045 Porto Grande 1600535 2020-10-13 ## 3046 Pracuúba 1600550 2020-10-13 ## 3047 Santana 1600600 2020-10-13 ## 3048 Serra do Navio 1600055 2020-10-13 ## 3049 Tartarugalzinho 1600709 2020-10-13 ## 3050 Vitória do Jari 1600808 2020-10-13 ## 3051 <NA> 16 2020-10-13 ## 3052 Amapá 1600105 2020-10-14 ## 3053 Calçoene 1600204 2020-10-14 ## 3054 Cutias 1600212 2020-10-14 ## 3055 Ferreira Gomes 1600238 2020-10-14 ## 3056 Itaubal 1600253 2020-10-14 ## 3057 Laranjal do Jari 1600279 2020-10-14 ## 3058 Macapá 1600303 2020-10-14 ## 3059 Mazagão 1600402 2020-10-14 ## 3060 Oiapoque 1600501 2020-10-14 ## 3061 Pedra Branca do Amapari 1600154 2020-10-14 ## 3062 Porto Grande 1600535 2020-10-14 ## 3063 Pracuúba 1600550 2020-10-14 ## 3064 Santana 1600600 2020-10-14 ## 3065 Serra do Navio 1600055 2020-10-14 ## 3066 Tartarugalzinho 1600709 2020-10-14 ## 3067 Vitória do Jari 1600808 2020-10-14 ## 3068 <NA> 16 2020-10-14 ## 3069 Amapá 1600105 2020-10-15 ## 3070 Calçoene 1600204 2020-10-15 ## 3071 Cutias 1600212 2020-10-15 ## 3072 Ferreira Gomes 1600238 2020-10-15 ## 3073 Itaubal 1600253 2020-10-15 ## 3074 Laranjal do Jari 1600279 2020-10-15 ## 3075 Macapá 1600303 2020-10-15 ## 3076 Mazagão 1600402 2020-10-15 ## 3077 Oiapoque 1600501 2020-10-15 ## 3078 Pedra Branca do Amapari 1600154 2020-10-15 ## 3079 Porto Grande 1600535 2020-10-15 ## 3080 Pracuúba 1600550 2020-10-15 ## 3081 Santana 1600600 2020-10-15 ## 3082 Serra do Navio 1600055 2020-10-15 ## 3083 Tartarugalzinho 1600709 2020-10-15 ## 3084 Vitória do Jari 1600808 2020-10-15 ## 3085 <NA> 16 2020-10-15 ## 3086 Amapá 1600105 2020-10-16 ## 3087 Calçoene 1600204 2020-10-16 ## 3088 Cutias 1600212 2020-10-16 ## 3089 Ferreira Gomes 1600238 2020-10-16 ## 3090 Itaubal 1600253 2020-10-16 ## 3091 Laranjal do Jari 1600279 2020-10-16 ## 3092 Macapá 1600303 2020-10-16 ## 3093 Mazagão 1600402 2020-10-16 ## 3094 Oiapoque 1600501 2020-10-16 ## 3095 Pedra Branca do Amapari 1600154 2020-10-16 ## 3096 Porto Grande 1600535 2020-10-16 ## 3097 Pracuúba 1600550 2020-10-16 ## 3098 Santana 1600600 2020-10-16 ## 3099 Serra do Navio 1600055 2020-10-16 ## 3100 Tartarugalzinho 1600709 2020-10-16 ## 3101 Vitória do Jari 1600808 2020-10-16 ## 3102 <NA> 16 2020-10-16 ## 3103 Amapá 1600105 2020-10-17 ## 3104 Calçoene 1600204 2020-10-17 ## 3105 Cutias 1600212 2020-10-17 ## 3106 Ferreira Gomes 1600238 2020-10-17 ## 3107 Itaubal 1600253 2020-10-17 ## 3108 Laranjal do Jari 1600279 2020-10-17 ## 3109 Macapá 1600303 2020-10-17 ## 3110 Mazagão 1600402 2020-10-17 ## 3111 Oiapoque 1600501 2020-10-17 ## 3112 Pedra Branca do Amapari 1600154 2020-10-17 ## 3113 Porto Grande 1600535 2020-10-17 ## 3114 Pracuúba 1600550 2020-10-17 ## 3115 Santana 1600600 2020-10-17 ## 3116 Serra do Navio 1600055 2020-10-17 ## 3117 Tartarugalzinho 1600709 2020-10-17 ## 3118 Vitória do Jari 1600808 2020-10-17 ## 3119 <NA> 16 2020-10-17 ## 3120 Amapá 1600105 2020-10-18 ## 3121 Calçoene 1600204 2020-10-18 ## 3122 Cutias 1600212 2020-10-18 ## 3123 Ferreira Gomes 1600238 2020-10-18 ## 3124 Itaubal 1600253 2020-10-18 ## 3125 Laranjal do Jari 1600279 2020-10-18 ## 3126 Macapá 1600303 2020-10-18 ## 3127 Mazagão 1600402 2020-10-18 ## 3128 Oiapoque 1600501 2020-10-18 ## 3129 Pedra Branca do Amapari 1600154 2020-10-18 ## 3130 Porto Grande 1600535 2020-10-18 ## 3131 Pracuúba 1600550 2020-10-18 ## 3132 Santana 1600600 2020-10-18 ## 3133 Serra do Navio 1600055 2020-10-18 ## 3134 Tartarugalzinho 1600709 2020-10-18 ## 3135 Vitória do Jari 1600808 2020-10-18 ## 3136 <NA> 16 2020-10-18 ## 3137 Amapá 1600105 2020-10-19 ## 3138 Calçoene 1600204 2020-10-19 ## 3139 Cutias 1600212 2020-10-19 ## 3140 Ferreira Gomes 1600238 2020-10-19 ## 3141 Itaubal 1600253 2020-10-19 ## 3142 Laranjal do Jari 1600279 2020-10-19 ## 3143 Macapá 1600303 2020-10-19 ## 3144 Mazagão 1600402 2020-10-19 ## 3145 Oiapoque 1600501 2020-10-19 ## 3146 Pedra Branca do Amapari 1600154 2020-10-19 ## 3147 Porto Grande 1600535 2020-10-19 ## 3148 Pracuúba 1600550 2020-10-19 ## 3149 Santana 1600600 2020-10-19 ## 3150 Serra do Navio 1600055 2020-10-19 ## 3151 Tartarugalzinho 1600709 2020-10-19 ## 3152 Vitória do Jari 1600808 2020-10-19 ## 3153 <NA> 16 2020-10-19 ## 3154 Amapá 1600105 2020-10-20 ## 3155 Calçoene 1600204 2020-10-20 ## 3156 Cutias 1600212 2020-10-20 ## 3157 Ferreira Gomes 1600238 2020-10-20 ## 3158 Itaubal 1600253 2020-10-20 ## 3159 Laranjal do Jari 1600279 2020-10-20 ## 3160 Macapá 1600303 2020-10-20 ## 3161 Mazagão 1600402 2020-10-20 ## 3162 Oiapoque 1600501 2020-10-20 ## 3163 Pedra Branca do Amapari 1600154 2020-10-20 ## 3164 Porto Grande 1600535 2020-10-20 ## 3165 Pracuúba 1600550 2020-10-20 ## 3166 Santana 1600600 2020-10-20 ## 3167 Serra do Navio 1600055 2020-10-20 ## 3168 Tartarugalzinho 1600709 2020-10-20 ## 3169 Vitória do Jari 1600808 2020-10-20 ## 3170 <NA> 16 2020-10-20 ## 3171 Amapá 1600105 2020-10-21 ## 3172 Calçoene 1600204 2020-10-21 ## 3173 Cutias 1600212 2020-10-21 ## 3174 Ferreira Gomes 1600238 2020-10-21 ## 3175 Itaubal 1600253 2020-10-21 ## 3176 Laranjal do Jari 1600279 2020-10-21 ## 3177 Macapá 1600303 2020-10-21 ## 3178 Mazagão 1600402 2020-10-21 ## 3179 Oiapoque 1600501 2020-10-21 ## 3180 Pedra Branca do Amapari 1600154 2020-10-21 ## 3181 Porto Grande 1600535 2020-10-21 ## 3182 Pracuúba 1600550 2020-10-21 ## 3183 Santana 1600600 2020-10-21 ## 3184 Serra do Navio 1600055 2020-10-21 ## 3185 Tartarugalzinho 1600709 2020-10-21 ## 3186 Vitória do Jari 1600808 2020-10-21 ## 3187 <NA> 16 2020-10-21 ## 3188 Amapá 1600105 2020-10-22 ## 3189 Calçoene 1600204 2020-10-22 ## 3190 Cutias 1600212 2020-10-22 ## 3191 Ferreira Gomes 1600238 2020-10-22 ## 3192 Itaubal 1600253 2020-10-22 ## 3193 Laranjal do Jari 1600279 2020-10-22 ## 3194 Macapá 1600303 2020-10-22 ## 3195 Mazagão 1600402 2020-10-22 ## 3196 Oiapoque 1600501 2020-10-22 ## 3197 Pedra Branca do Amapari 1600154 2020-10-22 ## 3198 Porto Grande 1600535 2020-10-22 ## 3199 Pracuúba 1600550 2020-10-22 ## 3200 Santana 1600600 2020-10-22 ## 3201 Serra do Navio 1600055 2020-10-22 ## 3202 Tartarugalzinho 1600709 2020-10-22 ## 3203 Vitória do Jari 1600808 2020-10-22 ## 3204 <NA> 16 2020-10-22 ## 3205 Amapá 1600105 2020-10-23 ## 3206 Calçoene 1600204 2020-10-23 ## 3207 Cutias 1600212 2020-10-23 ## 3208 Ferreira Gomes 1600238 2020-10-23 ## 3209 Itaubal 1600253 2020-10-23 ## 3210 Laranjal do Jari 1600279 2020-10-23 ## 3211 Macapá 1600303 2020-10-23 ## 3212 Mazagão 1600402 2020-10-23 ## 3213 Oiapoque 1600501 2020-10-23 ## 3214 Pedra Branca do Amapari 1600154 2020-10-23 ## 3215 Porto Grande 1600535 2020-10-23 ## 3216 Pracuúba 1600550 2020-10-23 ## 3217 Santana 1600600 2020-10-23 ## 3218 Serra do Navio 1600055 2020-10-23 ## 3219 Tartarugalzinho 1600709 2020-10-23 ## 3220 Vitória do Jari 1600808 2020-10-23 ## 3221 <NA> 16 2020-10-23 ## 3222 Amapá 1600105 2020-10-24 ## 3223 Calçoene 1600204 2020-10-24 ## 3224 Cutias 1600212 2020-10-24 ## 3225 Ferreira Gomes 1600238 2020-10-24 ## 3226 Itaubal 1600253 2020-10-24 ## 3227 Laranjal do Jari 1600279 2020-10-24 ## 3228 Macapá 1600303 2020-10-24 ## 3229 Mazagão 1600402 2020-10-24 ## 3230 Oiapoque 1600501 2020-10-24 ## 3231 Pedra Branca do Amapari 1600154 2020-10-24 ## 3232 Porto Grande 1600535 2020-10-24 ## 3233 Pracuúba 1600550 2020-10-24 ## 3234 Santana 1600600 2020-10-24 ## 3235 Serra do Navio 1600055 2020-10-24 ## 3236 Tartarugalzinho 1600709 2020-10-24 ## 3237 Vitória do Jari 1600808 2020-10-24 ## 3238 <NA> 16 2020-10-24 ## 3239 Amapá 1600105 2020-10-25 ## 3240 Calçoene 1600204 2020-10-25 ## 3241 Cutias 1600212 2020-10-25 ## 3242 Ferreira Gomes 1600238 2020-10-25 ## 3243 Itaubal 1600253 2020-10-25 ## 3244 Laranjal do Jari 1600279 2020-10-25 ## 3245 Macapá 1600303 2020-10-25 ## 3246 Mazagão 1600402 2020-10-25 ## 3247 Oiapoque 1600501 2020-10-25 ## 3248 Pedra Branca do Amapari 1600154 2020-10-25 ## 3249 Porto Grande 1600535 2020-10-25 ## 3250 Pracuúba 1600550 2020-10-25 ## 3251 Santana 1600600 2020-10-25 ## 3252 Serra do Navio 1600055 2020-10-25 ## 3253 Tartarugalzinho 1600709 2020-10-25 ## 3254 Vitória do Jari 1600808 2020-10-25 ## 3255 <NA> 16 2020-10-25 ## 3256 Amapá 1600105 2020-10-26 ## 3257 Calçoene 1600204 2020-10-26 ## 3258 Cutias 1600212 2020-10-26 ## 3259 Ferreira Gomes 1600238 2020-10-26 ## 3260 Itaubal 1600253 2020-10-26 ## 3261 Laranjal do Jari 1600279 2020-10-26 ## 3262 Macapá 1600303 2020-10-26 ## 3263 Mazagão 1600402 2020-10-26 ## 3264 Oiapoque 1600501 2020-10-26 ## 3265 Pedra Branca do Amapari 1600154 2020-10-26 ## 3266 Porto Grande 1600535 2020-10-26 ## 3267 Pracuúba 1600550 2020-10-26 ## 3268 Santana 1600600 2020-10-26 ## 3269 Serra do Navio 1600055 2020-10-26 ## 3270 Tartarugalzinho 1600709 2020-10-26 ## 3271 Vitória do Jari 1600808 2020-10-26 ## 3272 <NA> 16 2020-10-26 ## 3273 Amapá 1600105 2020-10-27 ## 3274 Calçoene 1600204 2020-10-27 ## 3275 Cutias 1600212 2020-10-27 ## 3276 Ferreira Gomes 1600238 2020-10-27 ## 3277 Itaubal 1600253 2020-10-27 ## 3278 Laranjal do Jari 1600279 2020-10-27 ## 3279 Macapá 1600303 2020-10-27 ## 3280 Mazagão 1600402 2020-10-27 ## 3281 Oiapoque 1600501 2020-10-27 ## 3282 Pedra Branca do Amapari 1600154 2020-10-27 ## 3283 Porto Grande 1600535 2020-10-27 ## 3284 Pracuúba 1600550 2020-10-27 ## 3285 Santana 1600600 2020-10-27 ## 3286 Serra do Navio 1600055 2020-10-27 ## 3287 Tartarugalzinho 1600709 2020-10-27 ## 3288 Vitória do Jari 1600808 2020-10-27 ## 3289 <NA> 16 2020-10-27 ## 3290 Amapá 1600105 2020-10-28 ## 3291 Calçoene 1600204 2020-10-28 ## 3292 Cutias 1600212 2020-10-28 ## 3293 Ferreira Gomes 1600238 2020-10-28 ## 3294 Itaubal 1600253 2020-10-28 ## 3295 Laranjal do Jari 1600279 2020-10-28 ## 3296 Macapá 1600303 2020-10-28 ## 3297 Mazagão 1600402 2020-10-28 ## 3298 Oiapoque 1600501 2020-10-28 ## 3299 Pedra Branca do Amapari 1600154 2020-10-28 ## 3300 Porto Grande 1600535 2020-10-28 ## 3301 Pracuúba 1600550 2020-10-28 ## 3302 Santana 1600600 2020-10-28 ## 3303 Serra do Navio 1600055 2020-10-28 ## 3304 Tartarugalzinho 1600709 2020-10-28 ## 3305 Vitória do Jari 1600808 2020-10-28 ## 3306 <NA> 16 2020-10-28 ## 3307 Amapá 1600105 2020-10-29 ## 3308 Calçoene 1600204 2020-10-29 ## 3309 Cutias 1600212 2020-10-29 ## 3310 Ferreira Gomes 1600238 2020-10-29 ## 3311 Itaubal 1600253 2020-10-29 ## 3312 Laranjal do Jari 1600279 2020-10-29 ## 3313 Macapá 1600303 2020-10-29 ## 3314 Mazagão 1600402 2020-10-29 ## 3315 Oiapoque 1600501 2020-10-29 ## 3316 Pedra Branca do Amapari 1600154 2020-10-29 ## 3317 Porto Grande 1600535 2020-10-29 ## 3318 Pracuúba 1600550 2020-10-29 ## 3319 Santana 1600600 2020-10-29 ## 3320 Serra do Navio 1600055 2020-10-29 ## 3321 Tartarugalzinho 1600709 2020-10-29 ## 3322 Vitória do Jari 1600808 2020-10-29 ## 3323 <NA> 16 2020-10-29 ## 3324 Amapá 1600105 2020-10-30 ## 3325 Calçoene 1600204 2020-10-30 ## 3326 Cutias 1600212 2020-10-30 ## 3327 Ferreira Gomes 1600238 2020-10-30 ## 3328 Itaubal 1600253 2020-10-30 ## 3329 Laranjal do Jari 1600279 2020-10-30 ## 3330 Macapá 1600303 2020-10-30 ## 3331 Mazagão 1600402 2020-10-30 ## 3332 Oiapoque 1600501 2020-10-30 ## 3333 Pedra Branca do Amapari 1600154 2020-10-30 ## 3334 Porto Grande 1600535 2020-10-30 ## 3335 Pracuúba 1600550 2020-10-30 ## 3336 Santana 1600600 2020-10-30 ## 3337 Serra do Navio 1600055 2020-10-30 ## 3338 Tartarugalzinho 1600709 2020-10-30 ## 3339 Vitória do Jari 1600808 2020-10-30 ## 3340 <NA> 16 2020-10-30 ## 3341 Amapá 1600105 2020-10-31 ## 3342 Calçoene 1600204 2020-10-31 ## 3343 Cutias 1600212 2020-10-31 ## 3344 Ferreira Gomes 1600238 2020-10-31 ## 3345 Itaubal 1600253 2020-10-31 ## 3346 Laranjal do Jari 1600279 2020-10-31 ## 3347 Macapá 1600303 2020-10-31 ## 3348 Mazagão 1600402 2020-10-31 ## 3349 Oiapoque 1600501 2020-10-31 ## 3350 Pedra Branca do Amapari 1600154 2020-10-31 ## 3351 Porto Grande 1600535 2020-10-31 ## 3352 Pracuúba 1600550 2020-10-31 ## 3353 Santana 1600600 2020-10-31 ## 3354 Serra do Navio 1600055 2020-10-31 ## 3355 Tartarugalzinho 1600709 2020-10-31 ## 3356 Vitória do Jari 1600808 2020-10-31 ## 3357 <NA> 16 2020-10-31 ## 3358 Amapá 1600105 2020-11-01 ## 3359 Calçoene 1600204 2020-11-01 ## 3360 Cutias 1600212 2020-11-01 ## 3361 Ferreira Gomes 1600238 2020-11-01 ## 3362 Itaubal 1600253 2020-11-01 ## 3363 Laranjal do Jari 1600279 2020-11-01 ## 3364 Macapá 1600303 2020-11-01 ## 3365 Mazagão 1600402 2020-11-01 ## 3366 Oiapoque 1600501 2020-11-01 ## 3367 Pedra Branca do Amapari 1600154 2020-11-01 ## 3368 Porto Grande 1600535 2020-11-01 ## 3369 Pracuúba 1600550 2020-11-01 ## 3370 Santana 1600600 2020-11-01 ## 3371 Serra do Navio 1600055 2020-11-01 ## 3372 Tartarugalzinho 1600709 2020-11-01 ## 3373 Vitória do Jari 1600808 2020-11-01 ## 3374 <NA> 16 2020-11-01 ## 3375 Amapá 1600105 2020-11-02 ## 3376 Calçoene 1600204 2020-11-02 ## 3377 Cutias 1600212 2020-11-02 ## 3378 Ferreira Gomes 1600238 2020-11-02 ## 3379 Itaubal 1600253 2020-11-02 ## 3380 Laranjal do Jari 1600279 2020-11-02 ## 3381 Macapá 1600303 2020-11-02 ## 3382 Mazagão 1600402 2020-11-02 ## 3383 Oiapoque 1600501 2020-11-02 ## 3384 Pedra Branca do Amapari 1600154 2020-11-02 ## 3385 Porto Grande 1600535 2020-11-02 ## 3386 Pracuúba 1600550 2020-11-02 ## 3387 Santana 1600600 2020-11-02 ## 3388 Serra do Navio 1600055 2020-11-02 ## 3389 Tartarugalzinho 1600709 2020-11-02 ## 3390 Vitória do Jari 1600808 2020-11-02 ## 3391 <NA> 16 2020-11-02 ## 3392 Amapá 1600105 2020-11-03 ## 3393 Calçoene 1600204 2020-11-03 ## 3394 Cutias 1600212 2020-11-03 ## 3395 Ferreira Gomes 1600238 2020-11-03 ## 3396 Itaubal 1600253 2020-11-03 ## 3397 Laranjal do Jari 1600279 2020-11-03 ## 3398 Macapá 1600303 2020-11-03 ## 3399 Mazagão 1600402 2020-11-03 ## 3400 Oiapoque 1600501 2020-11-03 ## 3401 Pedra Branca do Amapari 1600154 2020-11-03 ## 3402 Porto Grande 1600535 2020-11-03 ## 3403 Pracuúba 1600550 2020-11-03 ## 3404 Santana 1600600 2020-11-03 ## 3405 Serra do Navio 1600055 2020-11-03 ## 3406 Tartarugalzinho 1600709 2020-11-03 ## 3407 Vitória do Jari 1600808 2020-11-03 ## 3408 <NA> 16 2020-11-03 ## 3409 Amapá 1600105 2020-11-04 ## 3410 Calçoene 1600204 2020-11-04 ## 3411 Cutias 1600212 2020-11-04 ## 3412 Ferreira Gomes 1600238 2020-11-04 ## 3413 Itaubal 1600253 2020-11-04 ## 3414 Laranjal do Jari 1600279 2020-11-04 ## 3415 Macapá 1600303 2020-11-04 ## 3416 Mazagão 1600402 2020-11-04 ## 3417 Oiapoque 1600501 2020-11-04 ## 3418 Pedra Branca do Amapari 1600154 2020-11-04 ## 3419 Porto Grande 1600535 2020-11-04 ## 3420 Pracuúba 1600550 2020-11-04 ## 3421 Santana 1600600 2020-11-04 ## 3422 Serra do Navio 1600055 2020-11-04 ## 3423 Tartarugalzinho 1600709 2020-11-04 ## 3424 Vitória do Jari 1600808 2020-11-04 ## 3425 <NA> 16 2020-11-04 ## 3426 Amapá 1600105 2020-11-05 ## 3427 Calçoene 1600204 2020-11-05 ## 3428 Cutias 1600212 2020-11-05 ## 3429 Ferreira Gomes 1600238 2020-11-05 ## 3430 Itaubal 1600253 2020-11-05 ## 3431 Laranjal do Jari 1600279 2020-11-05 ## 3432 Macapá 1600303 2020-11-05 ## 3433 Mazagão 1600402 2020-11-05 ## 3434 Oiapoque 1600501 2020-11-05 ## 3435 Pedra Branca do Amapari 1600154 2020-11-05 ## 3436 Porto Grande 1600535 2020-11-05 ## 3437 Pracuúba 1600550 2020-11-05 ## 3438 Santana 1600600 2020-11-05 ## 3439 Serra do Navio 1600055 2020-11-05 ## 3440 Tartarugalzinho 1600709 2020-11-05 ## 3441 Vitória do Jari 1600808 2020-11-05 ## 3442 <NA> 16 2020-11-05 ## 3443 Amapá 1600105 2020-11-06 ## 3444 Calçoene 1600204 2020-11-06 ## 3445 Cutias 1600212 2020-11-06 ## 3446 Ferreira Gomes 1600238 2020-11-06 ## 3447 Itaubal 1600253 2020-11-06 ## 3448 Laranjal do Jari 1600279 2020-11-06 ## 3449 Macapá 1600303 2020-11-06 ## 3450 Mazagão 1600402 2020-11-06 ## 3451 Oiapoque 1600501 2020-11-06 ## 3452 Pedra Branca do Amapari 1600154 2020-11-06 ## 3453 Porto Grande 1600535 2020-11-06 ## 3454 Pracuúba 1600550 2020-11-06 ## 3455 Santana 1600600 2020-11-06 ## 3456 Serra do Navio 1600055 2020-11-06 ## 3457 Tartarugalzinho 1600709 2020-11-06 ## 3458 Vitória do Jari 1600808 2020-11-06 ## 3459 <NA> 16 2020-11-06 ## 3460 Amapá 1600105 2020-11-07 ## 3461 Calçoene 1600204 2020-11-07 ## 3462 Cutias 1600212 2020-11-07 ## 3463 Ferreira Gomes 1600238 2020-11-07 ## 3464 Itaubal 1600253 2020-11-07 ## 3465 Laranjal do Jari 1600279 2020-11-07 ## 3466 Macapá 1600303 2020-11-07 ## 3467 Mazagão 1600402 2020-11-07 ## 3468 Oiapoque 1600501 2020-11-07 ## 3469 Pedra Branca do Amapari 1600154 2020-11-07 ## 3470 Porto Grande 1600535 2020-11-07 ## 3471 Pracuúba 1600550 2020-11-07 ## 3472 Santana 1600600 2020-11-07 ## 3473 Serra do Navio 1600055 2020-11-07 ## 3474 Tartarugalzinho 1600709 2020-11-07 ## 3475 Vitória do Jari 1600808 2020-11-07 ## 3476 <NA> 16 2020-11-07 ## 3477 Amapá 1600105 2020-11-08 ## 3478 Calçoene 1600204 2020-11-08 ## 3479 Cutias 1600212 2020-11-08 ## 3480 Ferreira Gomes 1600238 2020-11-08 ## 3481 Itaubal 1600253 2020-11-08 ## 3482 Laranjal do Jari 1600279 2020-11-08 ## 3483 Macapá 1600303 2020-11-08 ## 3484 Mazagão 1600402 2020-11-08 ## 3485 Oiapoque 1600501 2020-11-08 ## 3486 Pedra Branca do Amapari 1600154 2020-11-08 ## 3487 Porto Grande 1600535 2020-11-08 ## 3488 Pracuúba 1600550 2020-11-08 ## 3489 Santana 1600600 2020-11-08 ## 3490 Serra do Navio 1600055 2020-11-08 ## 3491 Tartarugalzinho 1600709 2020-11-08 ## 3492 Vitória do Jari 1600808 2020-11-08 ## 3493 <NA> 16 2020-11-08 ## 3494 Amapá 1600105 2020-11-09 ## 3495 Calçoene 1600204 2020-11-09 ## 3496 Cutias 1600212 2020-11-09 ## 3497 Ferreira Gomes 1600238 2020-11-09 ## 3498 Itaubal 1600253 2020-11-09 ## 3499 Laranjal do Jari 1600279 2020-11-09 ## 3500 Macapá 1600303 2020-11-09 ## 3501 Mazagão 1600402 2020-11-09 ## 3502 Oiapoque 1600501 2020-11-09 ## 3503 Pedra Branca do Amapari 1600154 2020-11-09 ## 3504 Porto Grande 1600535 2020-11-09 ## 3505 Pracuúba 1600550 2020-11-09 ## 3506 Santana 1600600 2020-11-09 ## 3507 Serra do Navio 1600055 2020-11-09 ## 3508 Tartarugalzinho 1600709 2020-11-09 ## 3509 Vitória do Jari 1600808 2020-11-09 ## 3510 <NA> 16 2020-11-09 ## 3511 Amapá 1600105 2020-11-10 ## 3512 Calçoene 1600204 2020-11-10 ## 3513 Cutias 1600212 2020-11-10 ## 3514 Ferreira Gomes 1600238 2020-11-10 ## 3515 Itaubal 1600253 2020-11-10 ## 3516 Laranjal do Jari 1600279 2020-11-10 ## 3517 Macapá 1600303 2020-11-10 ## 3518 Mazagão 1600402 2020-11-10 ## 3519 Oiapoque 1600501 2020-11-10 ## 3520 Pedra Branca do Amapari 1600154 2020-11-10 ## 3521 Porto Grande 1600535 2020-11-10 ## 3522 Pracuúba 1600550 2020-11-10 ## 3523 Santana 1600600 2020-11-10 ## 3524 Serra do Navio 1600055 2020-11-10 ## 3525 Tartarugalzinho 1600709 2020-11-10 ## 3526 Vitória do Jari 1600808 2020-11-10 ## 3527 <NA> 16 2020-11-10 ## 3528 Amapá 1600105 2020-11-11 ## 3529 Calçoene 1600204 2020-11-11 ## 3530 Cutias 1600212 2020-11-11 ## 3531 Ferreira Gomes 1600238 2020-11-11 ## 3532 Itaubal 1600253 2020-11-11 ## 3533 Laranjal do Jari 1600279 2020-11-11 ## 3534 Macapá 1600303 2020-11-11 ## 3535 Mazagão 1600402 2020-11-11 ## 3536 Oiapoque 1600501 2020-11-11 ## 3537 Pedra Branca do Amapari 1600154 2020-11-11 ## 3538 Porto Grande 1600535 2020-11-11 ## 3539 Pracuúba 1600550 2020-11-11 ## 3540 Santana 1600600 2020-11-11 ## 3541 Serra do Navio 1600055 2020-11-11 ## 3542 Tartarugalzinho 1600709 2020-11-11 ## 3543 Vitória do Jari 1600808 2020-11-11 ## 3544 <NA> 16 2020-11-11 ## 3545 Amapá 1600105 2020-11-12 ## 3546 Calçoene 1600204 2020-11-12 ## 3547 Cutias 1600212 2020-11-12 ## 3548 Ferreira Gomes 1600238 2020-11-12 ## 3549 Itaubal 1600253 2020-11-12 ## 3550 Laranjal do Jari 1600279 2020-11-12 ## 3551 Macapá 1600303 2020-11-12 ## 3552 Mazagão 1600402 2020-11-12 ## 3553 Oiapoque 1600501 2020-11-12 ## 3554 Pedra Branca do Amapari 1600154 2020-11-12 ## 3555 Porto Grande 1600535 2020-11-12 ## 3556 Pracuúba 1600550 2020-11-12 ## 3557 Santana 1600600 2020-11-12 ## 3558 Serra do Navio 1600055 2020-11-12 ## 3559 Tartarugalzinho 1600709 2020-11-12 ## 3560 Vitória do Jari 1600808 2020-11-12 ## 3561 <NA> 16 2020-11-12 ## 3562 Amapá 1600105 2020-11-13 ## 3563 Calçoene 1600204 2020-11-13 ## 3564 Cutias 1600212 2020-11-13 ## 3565 Ferreira Gomes 1600238 2020-11-13 ## 3566 Itaubal 1600253 2020-11-13 ## 3567 Laranjal do Jari 1600279 2020-11-13 ## 3568 Macapá 1600303 2020-11-13 ## 3569 Mazagão 1600402 2020-11-13 ## 3570 Oiapoque 1600501 2020-11-13 ## 3571 Pedra Branca do Amapari 1600154 2020-11-13 ## 3572 Porto Grande 1600535 2020-11-13 ## 3573 Pracuúba 1600550 2020-11-13 ## 3574 Santana 1600600 2020-11-13 ## 3575 Serra do Navio 1600055 2020-11-13 ## 3576 Tartarugalzinho 1600709 2020-11-13 ## 3577 Vitória do Jari 1600808 2020-11-13 ## 3578 <NA> 16 2020-11-13 ``` ```r amapa[4, 13] #quarto elemento da coluna 13 ``` ``` ## [1] 0 ``` --- class: inverse, middle, center # 3. manipulação de dados --- ## estrutura de tabelas - cada __variável__ uma coluna - cada __observação__ uma linha - estado da variável --> __valor __ - em geral em `data.frame` ou `tibble` --- ## tidy data .pull-left[ - dados são inerentemente confusos - dados precisam ser organizados e domados - organizados e domados para quem? - ideia de que os dados devem ser limpos e controlados tem raízes históricas ] .pull-right[ <!-- --> ] --- ## responsabilidade com os dados .pull-left[ - parcialidade - transparência - co-liberação - pluralismo ] .pull-right[ <img src="figs/data_feminism.png" width="300" /> ] --- ## dados de COVID-19: responsabilidade & contexto - dados deveriam ser abertos e acessíveis [Transparência COVID-19 OPEN KNOWLEDGE BRASIL](https://transparenciacovid19.ok.org.br) - nem toda análise que **pode** ser feita **deve** ser feita - cada dado diz respeito a uma pessoa - para COVID-19 e SRAG: **subnotificação** & **atraso** - inconsistência com dados reportados em diferentes escalas: município, estado, país --- ## lendo os dados .tiny[ ```r amapa <- read.csv("dados/brutos/01-amapa.csv") head(amapa[c(3, 4, 9:18)]) ``` ``` ## date epidemiological_week last_available_confirmed ## 1 2020-03-20 12 1 ## 2 2020-03-20 12 1 ## 3 2020-03-21 12 1 ## 4 2020-03-21 12 1 ## 5 2020-03-22 13 1 ## 6 2020-03-22 13 1 ## last_available_confirmed_per_100k_inhabitants last_available_date ## 1 0.19497 2020-03-20 ## 2 0.11604 2020-03-20 ## 3 0.19497 2020-03-21 ## 4 0.11604 2020-03-21 ## 5 0.19497 2020-03-22 ## 6 0.11604 2020-03-22 ## last_available_death_rate last_available_deaths order_for_place place_type ## 1 0 0 1 city ## 2 0 0 1 state ## 3 0 0 2 city ## 4 0 0 2 state ## 5 0 0 3 city ## 6 0 0 3 state ## state new_confirmed new_deaths ## 1 AP 1 0 ## 2 AP 1 0 ## 3 AP 0 0 ## 4 AP 0 0 ## 5 AP 0 0 ## 6 AP 0 0 ``` ] --- ## municipios do Amapá ```r unique(amapa$city) ``` ``` ## [1] "Macapá" NA ## [3] "Oiapoque" "Santana" ## [5] "Mazagão" "Porto Grande" ## [7] "Vitória do Jari" "Laranjal do Jari" ## [9] "Serra do Navio" "Pedra Branca do Amapari" ## [11] "Itaubal" "Amapá" ## [13] "Tartarugalzinho" "Calçoene" ## [15] "Ferreira Gomes" "Cutias" ## [17] "Pracuúba" ``` --- ## dados de municípios & do estado ```r table(amapa$place_type) ``` ``` ## ## city state ## 3339 239 ``` ```r unique(amapa$place_type[is.na(amapa$city)]) ``` ``` ## [1] "state" ``` --- ## a classe data ```r class(amapa$date) ``` ``` ## [1] "character" ``` ```r class(amapa$last_available_date) ``` ``` ## [1] "character" ``` --- ## convertendo para a classe data ```r # Conversão para data data1 <- as.Date(amapa$date[1]) data1 ``` ``` ## [1] "2020-03-20" ``` ```r # Mudando o formato com a função format() format(data1, "%d/%m/%y") ``` ``` ## [1] "20/03/20" ``` ```r format(data1, "%d/%m/%Y") ``` ``` ## [1] "20/03/2020" ``` ```r # Mudando a data das colunas de data amapa$date <- as.Date(amapa$date) amapa$last_available_date <- as.Date(amapa$last_available_date) class(amapa$date) ``` ``` ## [1] "Date" ``` ```r range(amapa$date) ``` ``` ## [1] "2020-03-20" "2020-11-13" ``` --- ## usando a função `aggregate()` .tiny[ ```r acu <- aggregate(last_available_confirmed ~ city, FUN = max, data = amapa) acu ``` ``` ## city last_available_confirmed ## 1 Amapá 787 ## 2 Calçoene 1202 ## 3 Cutias 620 ## 4 Ferreira Gomes 590 ## 5 Itaubal 321 ## 6 Laranjal do Jari 4785 ## 7 Macapá 20375 ## 8 Mazagão 1566 ## 9 Oiapoque 2940 ## 10 Pedra Branca do Amapari 2806 ## 11 Porto Grande 1232 ## 12 Pracuúba 351 ## 13 Santana 10063 ## 14 Serra do Navio 697 ## 15 Tartarugalzinho 1408 ## 16 Vitória do Jari 2910 ``` ] --- ## um gráfico de barras .tiny[ ```r barplot(acu[, 2], names.arg = acu[, 1]) ``` <img src="index_files/figure-html/unnamed-chunk-12-1.png" style="display: block; margin: auto;" /> ] --- ## ordenando o objeto .tiny[ ```r acu_or <- acu[order(acu$last_available_confirmed), ] acu_or ``` ``` ## city last_available_confirmed ## 5 Itaubal 321 ## 12 Pracuúba 351 ## 4 Ferreira Gomes 590 ## 3 Cutias 620 ## 14 Serra do Navio 697 ## 1 Amapá 787 ## 2 Calçoene 1202 ## 11 Porto Grande 1232 ## 15 Tartarugalzinho 1408 ## 8 Mazagão 1566 ## 10 Pedra Branca do Amapari 2806 ## 16 Vitória do Jari 2910 ## 9 Oiapoque 2940 ## 6 Laranjal do Jari 4785 ## 13 Santana 10063 ## 7 Macapá 20375 ``` ] --- ## novamente, o gráfico de barras .tiny[ ```r barplot(acu_or[, 2], names.arg = acu_or[, 1], las = 2) ``` <img src="index_files/figure-html/unnamed-chunk-14-1.png" width="400" style="display: block; margin: auto;" /> ] --- ## municípios sem luz & função `merge()` ```r # Lendo os dados muni_apagao <- read.csv("dados/brutos/municipios_apagao_11-2020.csv", stringsAsFactors = FALSE) # Quantos municipios table(muni_apagao$apagao) ``` ``` ## ## não sim ## 2 14 ``` ```r # Juntando duas tabelas a partir de uma coluna comum acu_or_apagao <- merge(acu_or, muni_apagao, by = "city", sort = FALSE) ``` --- ## municípios sem luz & função `merge()` ```r head(acu_or) ``` ``` ## city last_available_confirmed ## 5 Itaubal 321 ## 12 Pracuúba 351 ## 4 Ferreira Gomes 590 ## 3 Cutias 620 ## 14 Serra do Navio 697 ## 1 Amapá 787 ``` --- ## municípios sem luz & função `merge()` ```r head(acu_or_apagao) ``` ``` ## city last_available_confirmed apagao ## 1 Itaubal 321 sim ## 2 Pracuúba 351 sim ## 3 Ferreira Gomes 590 sim ## 4 Cutias 620 sim ## 5 Serra do Navio 697 sim ## 6 Amapá 787 sim ``` --- ## municípios sem luz no gráfico de barras .tiny[ ```r barplot(acu_or_apagao[, 2], names.arg = acu_or_apagao[, 1], col = ifelse(acu_or_apagao$apagao == "sim", "grey", "orange"), las = 2) ``` <img src="index_files/figure-html/unnamed-chunk-18-1.png" width="400" style="display: block; margin: auto;" /> ] --- ## selecionando partes do dado ```r estado <- amapa[amapa$place_type == "state", c(-15)] dim(estado) ``` ``` ## [1] 239 17 ``` --- ## mesma tarefa, de outra forma ```r # outra forma: onde a coluna city é NA estado2 <- amapa[is.na(amapa$city), c(-15)] ## as duas formas tem o mesmo resultado: all.equal(estado2, estado) ``` ``` ## [1] TRUE ``` --- ## apenas o município de Macapá ```r # dados apenas de Macapa por meio do geocode do IBGE macapa <- amapa[amapa$city_ibge_code == "1600303", c(-15)] dim(macapa) ``` ``` ## [1] 239 17 ``` --- ## para exportar os dados ```r if (!dir.exists("dados/processados/")) { dir.create("dados/processados/") } # Escrevendo os dados write.csv(estado, "dados/processados/02-estado_AP.csv", row.names = FALSE) write.csv(macapa, "dados/processados/02-municipio_Macapa.csv", row.names = FALSE) ``` --- ## casos novos no Macapá ```r plot(last_available_confirmed ~ date, data = macapa) lines(last_available_confirmed ~ date, data = macapa) ``` --- ## casos novos no Macapá <img src="index_files/figure-html/unnamed-chunk-24-1.png" style="display: block; margin: auto;" /> --- ## apagão <img src="./figs/AP_design_ativista.png" width="400" style="display: block; margin: auto;" /> <i class="fab fa-instagram "></i> @designativista --- ## novos casos no estado do Amapá ```r # para o estado todo plot(last_available_confirmed ~ date, data = estado, xlab = "Data de notificação", ylab = "Casos acumulados") lines(last_available_confirmed ~ date, data = estado) ``` --- ## novos casos no estado do Amapá <img src="index_files/figure-html/unnamed-chunk-27-1.png" style="display: block; margin: auto;" /> --- ## estado & município ```r # para o estado todo plot(last_available_confirmed ~ date, data = estado, xlab = "Data de notificação", ylab = "Casos acumulados") lines(last_available_confirmed ~ date, data = estado) # linhas e pontos do municipio Macapa lines(last_available_confirmed ~ date, data = macapa, col = "red") points(last_available_confirmed ~ date, data = macapa, col = "red") # legenda legend("topleft", c("estado AP", "município Macapá"), pch = 1, col = c("black", "red")) ``` --- ## estado & município <img src="index_files/figure-html/unnamed-chunk-29-1.png" style="display: block; margin: auto;" /> --- ## gráfico de dispersão ```r plot(x = amapa$estimated_population, y = amapa$last_available_confirmed) ``` --- ## gráfico de dispersão <img src="index_files/figure-html/unnamed-chunk-31-1.png" style="display: block; margin: auto;" /> --- ## boxplot ```r boxplot(last_available_death_rate ~ city, data = amapa) ``` --- ## boxplot <img src="index_files/figure-html/unnamed-chunk-33-1.png" style="display: block; margin: auto;" /> --- ## entendendo o boxplot <img src="index_files/figure-html/unnamed-chunk-34-1.png" style="display: block; margin: auto;" /> --- class: inverse, middle, center # 4. criando figuras básicas --- ## lendo os dados processados ```r # Macapa macapa <- read.csv("dados/processados/02-municipio_Macapa.csv") # convertendo para classe data macapa$date <- as.Date(macapa$date) ``` --- ## um gráfico básico ```r plot(new_confirmed ~ date, data = macapa) lines(new_confirmed ~ date, data = macapa) ``` --- ## um gráfico básico <img src="index_files/figure-html/unnamed-chunk-37-1.png" style="display: block; margin: auto;" /> --- ## um gráfico melhor ```r # usando a funcao par para controlar parametros par(bty = "l", las = 1) # adicionando nome dos eixos plot(new_confirmed ~ date, data = macapa, xlab = "Data", ylab = "Casos diários") lines(new_confirmed ~ date, data = macapa) ``` --- ## um gráfico melhor <img src="index_files/figure-html/unnamed-chunk-39-1.png" style="display: block; margin: auto;" /> --- ## mudando a cor ```r vermelho <- "#A70000" #ou rgb(167, 0, 0, maxColorValue = 255) vermelho_trans <- rgb(167, 0, 0, alpha = 150, maxColorValue = 255) # adicionando nome dos eixos plot(new_confirmed ~ date, data = macapa, xlab = "Data", ylab = "Casos diários", col = vermelho) lines(new_confirmed ~ date, data = macapa, col = vermelho_trans) ``` --- ## mudando a cor <img src="index_files/figure-html/unnamed-chunk-41-1.png" style="display: block; margin: auto;" /> --- ## mudando tipo de ponto ```r # adicionando nome dos eixos plot(new_confirmed ~ date, data = macapa, xlab = "Data", ylab = "Casos diários", col = vermelho_trans, # muda cor pch = 19,# muda tipo de ponto log = "y") # escala log no eixo y mtext("Fonte: Brasil.io", side = 1, adj = 1, padj = 8, cex = 0.8) # texto adicional lines(new_confirmed ~ date, data = macapa, col = vermelho_trans) ``` --- ## mudando tipo de ponto <img src="index_files/figure-html/unnamed-chunk-43-1.png" style="display: block; margin: auto;" /> --- ## para exportar o gráfico ```r png("figs/casos_diarios_Macapa.png", res = 300, width = 1500, height = 1200) par(bty = "l", las = 1) # adicionando nome dos eixos plot(new_confirmed ~ date, data = macapa, xlab = "Data", ylab = "Casos diários", col = vermelho_trans, # muda cor pch = 19,# muda tipo de ponto log = "y") # escala log no eixo y mtext("Fonte: Brasil.io", side = 1, adj = 1, padj = 8, cex = 0.8) # texto adicional lines(new_confirmed ~ date, data = macapa, col = vermelho_trans) dev.off() ``` --- ## ressalvas em relação aos dados brutos 0. __apagão__ -- 1. __subnotificação__ -- 2. __atraso__ na entrada dos dados no sistema - tanto para casos como óbitos -- --- ## como vemos o atraso <img src="https://raw.githubusercontent.com/covid19br/covid19br.github.io/master/fig/gif_BE_05_junho.gif" width="500" style="display: block; margin: auto;" /> --- ## Observatório Covid-19BR <img src="./figs/observatorio.png" width="1779" style="display: block; margin: auto;" /> --- ## correção por nowcasting <img src="./figs/diarios_AP.png" width="700" style="display: block; margin: auto;" /> --- ## como começar a usar o R - um __projeto__, uma __pergunta__, uma __análise__ -- - uma pasta __autocontida__ -- - um `.Rproj` -- - scripts __modulares__ -- - compartilhar -- --- ## para ter em mente - pensar no fluxo de trabalho -- - R: __reprodutibilidade__ e __responsabilidade__ -- - os dados __não __ falam por si só -- - entender o contexto é essencial para fazer uma boa análise -- - manter-se __¡liibre!__ --- ## fontes de ajuda + Livro [Data feminism](https://data-feminism.mitpress.mit.edu/) + Material de estudo em português [link](https://github.com/beatrizmilz/materiais_estudo_R) + [LearnR4Free](https://www.learnr4free.com/) em inglês e em espanhol + Disciplina *Projetos de análise de dados usando R* [link](https://github.com/liibre/curso) + R Reference Card [PDF](https://cran.r-project.org/doc/contrib/Short-refcard.pdf) + Base R cheatsheet [PDF](https://raw.githubusercontent.com/rstudio/cheatsheets/master/base-r.pdf) + R Taskviews: listas de pacotes por tema curados por especialistas [link](https://cran.r-project.org/web/views/) + Livro [R for Data Science](https://r4ds.had.co.nz/) + Pacote **dados**: os conjuntos de dados de R4DS traduzidos para o português: [GitHub](https://github.com/cienciadedatos/dados) + RStudio cheatsheet [PDF](https://raw.githubusercontent.com/rstudio/cheatsheets/master/rstudio-ide.pdf) + RStudio Data Import Cheatsheet [PDF](https://raw.githubusercontent.com/rstudio/cheatsheets/master/data-import.pdf) + R Bloggers https://www.r-bloggers.com/ --- ## comunidades + Latin-R http://bit.ly/latinr-slack + RLadies+ https://rladies.org/ + Slack da comunidade RLadies+ https://rladies-community-slack.herokuapp.com/ + YouTube de RLadies+ global https://www.youtube.com/c/RLadiesGlobal + Comunidade de RStudio https://community.rstudio.com/ + Configuração das opções globais de RStudio [link](https://support.rstudio.com/hc/en-us/articles/200549016-Customizing-RStudio) --- ## obrigada! <center> <i class="fas fa-paper-plane "></i> [andreasancheztapia@gmail.com](mailto:andreasancheztapia@gmail.com) [saramortara@gmail.com](mailto:saramortara@gmail.com) <i class="fab fa-twitter "></i> [@SanchezTapiaA](https://twitter.com/SanchezTapiaA) [@MortaraSara](https://twitter.com/MortaraSara) <i class="fab fa-github "></i> <i class="fab fa-gitlab "></i> [¡liibre!](http://github.com/liibre)