🎯 SAS Geo

Repositório de Arquivos destinado a uso do SAS para criação de Mapa Coroplético.

Um mapa coroplético é um mapa temático usado para representar dados estatísticos usando a técnica de simbologia de mapeamento de cores._[1]

Clique aqui para visualizar o mapa de Curitiba-PR plotado

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Loading

Índice de Conteúdo

1. Índice de Conteúdo
2. Uso no SAS Visual Analytics (VA)
3. Códigos
   • GeoJSON
   • Shapefile
4. Do it yourself (DIY)
   • Passo a passo para aplicar o mapa em GeoJSON
   • Passo a passo para aplicar o mapa em Shapefile
5. Licença
6. Autores
7. Referência

👨‍💻 Uso no SAS Visual Analytics (VA)

Esses repositório tem como função ajudar os programadores e analistas SAS a execução do Mapa Coroplético de um maneira simples e rápida, que possa ser replicada em vários projetos.

⚙️ Códigos

Há duas maneiras de se fazer um Mapa Coroplético no SAS VA como demonstraremos nesse repositório:

1. Arquivo GeoJSON
2. Arquivo Shapefile

Ambos os métodos tem suas particularidades.

Important

Tenha certeza que o link esteja correto. Antes de substituir qualquer mapa, certifique-se de criar um novo para testá-lo.

Caution

Não nos responsabilizamos pelo uso indevido do código.

🗺️ GeoJSON

O GeoJSON é um formato padrão aberto projetado para representar recursos geográficos simples, juntamente com seus atributos não espaciais. É baseado na JSON (JavaScript Object Notation). Os recursos incluem pontos (portanto endereços e locais), sequências de linhas (portanto ruas, rodovias e limites), polígonos (países, províncias, terrenos) e coleções com várias partes desses tipos. _[2]

São arquivos mais leves em comparação aos demais, porém são limitados, pois funcionam com aquela quantidade de coordenadas e, caso você tenha que alterar alguma coordenada, possivelmente o mesmo não irá plotar corretamente no gráfico, principalmente quando a região contém Multipolígonos, como ilhas, por exemplo.

Fora esse detalhe, o formato GeoJSON é rápido e bem útil quando você tem um ambiente SAS muito limitado a importar ou exportar arquivos. O GeoJSON pode ser facilmente "coletado" via http, desde que o link seja funcional e que não altere o local.

Deixamos uma lista disponível aqui.

Abaixo segue um exemplo de uso do código no SAS. O código está todo documentado para facilitar o uso.

Clique aqui para visualizar o código

/* CÓDIGO PARA CRIAÇÃO DE UM MAPA COROPLÉTICO NO SAS DE ARQUIVO GEOJSON (ONLINE) */
/* Versão: 1.3 */
/* Status: Finalizada */
/* Autor: Arthur Diego Pereira */
/* Contribuição: Geiziane Silva de Oliveira */
/*  */
/* FAVOR NÃO REMOVER OS CRÉDITOS */
/*  */

/* 1. Fazer o Download do Arquivo GeoJSON do Github */
filename mapa temp;

proc http
	url="https://github.com/artYYDP/SAS-Geo/raw/ec010701f6d63a71ddcd8fd9fe42307b7c425bed/geojson/Por%20estado/PR-41.geojson"
	method="GET"
	out=mapa;
run;

/* 2. Ler o Arquivo GeoJSON usando a Biblioteca JSON */
libname jsonlib json fileref=mapa;

/* 3. Examinar a Estrutura do GeoJSON */
proc contents data=jsonlib._all_;
run;

/* 4. Unir as tabelas */
data map_data;
    merge jsonlib.features_properties 
          jsonlib.features_geometry (keep=ordinal_features ordinal_geometry type);
    by ordinal_features;
run;

/* 5. Preparar os dados para o gráfico GMAP */
data map_data;
    merge map_data
          jsonlib.geometry_coordinates;
    by ordinal_geometry;
run;

/* 6. Preparar os dados para a Plotagem */
data plot_data (drop=element1 element2);
    set map_data;
    x = element1;
    y = element2;
    i = 1;
    output;
run;

/* 7. Adicionar sequencia */
data plot_data;
set plot_data;
seqno=_n_;
run;

/* 8. Macro para Carregar Dados no CAS e Promover a Tabela */
%macro sas_load_data_cas(incaslib=,casdata=,data=,outcaslib=, casout=);

/* 8.1. Deleta a tabela da memória */
proc casutil;
droptable incaslib = "&outcaslib." casdata = "&casdata." quiet;
run;

/* 8.2. Carrega tabela no CAS*/
proc casutil;
  load data=&data. casout="&casout." outcaslib=&outcaslib. replace;
quit;

/* 8.3. Promove a tabela (disponível para todos os usuário acesso ao servidor) */
proc casutil;
promote incaslib = "&outcaslib." casdata = "&casdata."
outcaslib = "&outcaslib." casout = "&casout.";
quit;
%mend sas_load_data_cas;
%sas_load_data_cas(incaslib=Public,casdata=MAPA,data=geo.regions_shapefile,outcaslib=Public, casout=MAPA)

🗺️ Shapefile

O Esri Shapefile ou simplesmente shapefile é um formato popular de arquivo contendo dados geoespaciais em forma de vetor usado por Sistemas de Informações Geográficas também conhecidos como SIG. Foi desenvolvido e regulamentado pela ESRI como uma especificação aberta para interoperabilidade por dados entre os softwares de Esri e de outros fornecedores.

Shapefiles espacial descrevem geometrias: pontos, linhas, e polígonos. Entre outras coisas, essas geometrias podem representar Poços, Rios, e Lagos, respectivamente. Cada item pode ter atributos que os descrevem, por exemplo: nome, temperatura ou profundidade._[3]

São arquivos mais pesados em comparação aos demais, pois podem ser extremamente detalhistas com bairros e cidades. As ilhas também ficam plotadas corretamente no gráfico.

Porém, exige mais conhecimento de detalhes técnicos sobre como o arquivo funciona.

Deixamos uma lista disponível aqui.

Abaixo segue um exemplo de uso do código no SAS. O código está todo documentado para facilitar o uso.

Clique aqui para visualizar o código

/* CÓDIGO PARA CRIAÇÃO DE UM MAPA COROPLÉTICO NO SAS DE ARQUIVO SHAPEFILE */
/* Versão: 3.6 */
/* Status: Finalizado */
/* Autor: Geiziane Silva de Oliveira */
/* Contribuição: Arthur Diego Pereira */
/*  */
/* FAVOR NÃO REMOVER OS CRÉDITOS */
/*  */

/* 1. Inicia a sessão CAS */
cas casconexao sessopts=(caslib=Public locale="pt_BR");

/* 2. Lista todas as CASLIB */
caslib _all_ list;
caslib _all_ assign;
options casdatalimit=all;

/* 3. Define macros para os caminhos e nomes dos arquivos */
%let filepath=/sasdata/CASLIBS/GEO/BR/; /* Selecione a CASLIB onde você colocou o Shapefile. */
%let shapename=BR_Municipios_2022.shp; /* Poderíamos selecionar somente o estado aqui, mas conseguimos fazer bom o shapefile do mapa completo também. */
%let outcaslib=Public; /* Selecione a CASLIB que deseja salvar a sua consulta ao mapa. Nesse caso, deixaremos na Public */
%let outcasdata=SAS_MAP_RJ; /* Recomendo utilizar a final UF, caso seja em Estado. Nesse caso, faremos do mapa do Rio de Janeiro. */

/* 4. Remove a tabela CAS existente, se houver */
proc casutil;
droptable incaslib = "&outcaslib." casdata = "&outcasdata." quiet;
run;

/* 5. Examina o conteúdo do Shapefile */
%SHPCNTNT(SHAPEFILEPATH=&filepath.&shapename.); /* Analise o nome da coluna com o identificador único de cidade. Nesse caso é o CD_MUN */

/* Observação: se você estiver usando os dados do IBGE, sempre será através desse identificador 'CD_MUN'. */
/* Caso você esteja usando outra fonte, certifique-se qual é o identificador base. */

/* 6. Importa o Shapefile para a tabela CAS */
%SHPIMPRT(shapefilepath=&filepath.&shapename., 
	id=CD_MUN, /* Coloque aqui o id da etapa anterior (CD_MUN) */
	outtable=&outcasdata., 
	cashost=&_CASHOST_., 
	casport=&_CASPORT_., 
	caslib='Public',
	reduce=1); /* A opção reduce=1 é utilizada para reduzir a complexidade dos dados geográficos importados */

/* 7. Reconecta à sessão CAS */
options sessref=casconexao;
cas casconexao reconnect;

/* 8. Filtra e prepara os dados */
data &outcaslib..&outcasdata._ (copies=0);
	/* Usamos o segment=1 para filtrar somente polígonos */
	/* Usamos o density>4 para filtrar a densidade de detalhes nos mapas */
	set &outcaslib..&outcasdata. (where = (segment=1 and density<4
	/* Caso necessário selecionar somente o estado, modifique a UF, senão, comente a linha de baixo */
	and sigla_uf='RJ' 
	));
run;

/* 9. Remove a tabela temporária e promove a tabela final */
proc casutil;
droptable incaslib = "&outcaslib." casdata = "&outcasdata." quiet;
run;

proc casutil;
promote incaslib = "&outcaslib." casdata = "&outcasdata._" outcaslib= "&outcaslib" casout="&outcasdata";
run;

⌨️ Do it yourself (DIY)

🐢 Passo a passo para aplicar o mapa em GeoJSON

Clique aqui para visualizar o passo a passo

1. Faça o login no SAS® Viya no seu ambiente.

2. Vá até a ferramenta SAS® Studio - Develop SAS Code.

3. Abra um novo SAS Program.

   

4. Copie o código com os parâmetros já definidos e cole no programa.

   

5. Defina o nome da tabela e o local onde será disponibilizada no final do arquivo. No meu caso eu chamarei a tabela de MAPA na CASLIB Public.

   

6. Salve o seu código.

   

7. Execute todo o seu código clicando em run.

   

8. Depois do código executado sem erros, vá agora até a ferramenta SAS® Visual Analytics - Explorar e visualizar.

9. Para efeito de teste, usaremos a própria tabela que criamos, mas você pode usar na tabela de negócios. Certifique-se que a sua tabela contenha o código do município de acordo com o IBGE. e com a mesma tipagem de dados (VARCHAR).

10. Duplique a coluna id e altere a classificação para Geografia.

    

    

11. Na nova tela, coloque os mesmos parâmetros na print abaixo.

    

    

    

    

12. Ao terminar todos os parâmetros, vá em Objetos e arraste a Região geográfica para a tela gráfica.

    

13. Em Atribuir dados, selecione em Geografia o mapa que você criou nos passos anteriores.

    

    

14. Se você executou todos os passos corretamente, você deve visualizar o mapa com as regiões plotadas.

    

🐢 Passo a passo para aplicar o mapa em Shapefile

Clique aqui para visualizar o passo a passo

1. Antes, certifique-se que colocou os dados do Shapefile em uma CASLIB específica. Geralmente você terá que pedir para um Administrador SAS para fazer isso.

   

2. Depois, com o caminho do arquivo em mãos, faça o login no SAS® Viya no seu ambiente.

3. Vá até a ferramenta SAS® Studio - Develop SAS Code.

4. Abra um novo SAS Program.

5. Copie e cole o código e altere os parâmetros de acordo com o que você deseja. Nesse caso, faremos um mapa do Estado do Rio de Janeiro.

   

   

6. Salve o seu código, caso ache necessário. Depois, execute o código clicando em run.

   

7. Depois do código executado sem erros, vá agora até a ferramenta SAS® Visual Analytics - Explorar e visualizar.

8. Para efeito de teste, usaremos a própria tabela que criamos, mas você pode usar na tabela de negócios. Certifique-se que a sua tabela contenha o código do município de acordo com o IBGE.

9. Crie um novo relatório e vá em adicionar dados. Selecione a tabela criada final. No nosso caso, usaremos SAS_MAP_RJ.

   

10. Duplique a coluna CD_MUN e altere a classificação para Geografia.

11. Na nova tela, coloque os mesmos parâmetros na print abaixo.

12. Veja que, se aparecer a área corretamente protada no mapa, significa que você seguiu os passos corretamente. Agora, vá em Objetos e arraste a Região geográfica para a tela gráfica.

    

13. Em Atribuir dados, selecione em Geografia o mapa que você criou nos passos anteriores.

    

    

14. Se você executou todos os passos corretamente, você deve visualizar o mapa com as regiões plotadas.

    

15. Você pode alterar o Design do mapa como quiser. Abaixo um Exemplo de Como você pode colocar.

    

🔑 Licença

CC0 1.0 Universal

🧑‍💼 Autores

• Arthur Diego Pereira
• Geiziane Silva de Oliveira

📗 Referência

• What is a Choropleth Map and How To Create One
• GeoJSON
• What is a shapefile?