{"id":405,"date":"2025-07-22T17:31:03","date_gmt":"2025-07-22T21:31:03","guid":{"rendered":"https:\/\/literaciadigital.ufms.br\/?page_id=405"},"modified":"2025-07-28T11:37:44","modified_gmt":"2025-07-28T15:37:44","slug":"6-2","status":"publish","type":"page","link":"https:\/\/literaciadigital.ufms.br\/en\/data8\/6-0\/6-2\/","title":{"rendered":"Cap\u00edtulo 6.2"},"content":{"rendered":"<div style=\"position: relative\">\n<div style=\"float: left;width: 300px;background-color: #f5f5f5;border: 1px solid #ddd;border-radius: 5px;padding: 15px;margin-right: 20px;margin-bottom: 5px;overflow: hidden\">\n<h3 style=\"margin: 0 0 10px 0;padding-bottom: 8px;border-bottom: 1px solid #ddd\">\u00cdndice<\/h3>\n<ol style=\"margin: 0;padding-left: 0;list-style-type: none\">\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/\">1. O que \u00e9 Ci\u00eancia de Dados?<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-1\/\">1.1. Introdu\u00e7\u00e3o<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-1\/1-1\/\">1.1.1. Ferramentas Computacionais<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-1\/1-2\/\">1.1.2. T\u00e9cnicas Estat\u00edsticas<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-2\/\">1.2. Por que Ci\u00eancia de Dados?<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-3\/\">1.3. Tra\u00e7ando os Cl\u00e1ssicos<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-3\/3-1\/\">1.3.1. Personagens Liter\u00e1rios<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/1-0\/1-3\/3-2\/\">1.3.2. Outro Tipo de Personagem<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/2-0\/\">2. Causalidade e Experimentos<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/2-0\/2-1\/\">2.1. John Snow e a Bomba da Broad Street<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/2-0\/2-2\/\">2.2. O &#8220;Grande Experimento&#8221; de Snow<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/2-0\/2-3\/\">2.3. Estabelecendo Causalidade<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/2-0\/2-4\/\">2.4. Randomiza\u00e7\u00e3o<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/2-0\/2-5\/\">2.5. Notas Finais<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/3-0\/\">3. Progamando em Python<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/3-0\/3-1\/\">3.1. Express\u00f5es<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/3-0\/3-2\/\">3.2. Nomes<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/3-0\/3-2\/2-1\/\">3.2.1. Exemplo: Taxas de Crescimento<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/3-0\/3-3\/\">3.3. Chamadas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/3-0\/3-4\/\">3.4. Introdu\u00e7\u00e3o \u00e0s Tabelas<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/4-0\/\">4. Tipos de Dados<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/4-0\/4-1\/\">4.1. N\u00fameros<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/4-0\/4-2\/\">4.2. Strings<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/4-0\/4-2\/2-1\/\">4.2.1. M\u00e9todos de Strings<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/4-0\/4-3\/\">4.3. Compara\u00e7\u00f5es<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/5-0\/\">5. Sequ\u00eancias<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/5-0\/5-1\/\">5.1. Arrays<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/5-0\/5-2\/\">5.2. Ranges<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/5-0\/5-3\/\">5.3. Mais sobre Arrays<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/\">6. Tabelas<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/6-1\/\">6.1. Ordenando Linhas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/6-2\/\">6.2. Selecionando Linhas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/6-3\/\">6.3. Exemplo: Tend\u00eancias Populacionais<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/6-4\/\">6.4. Examplo: Propor\u00e7\u00f5es de Sexos<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/7-0\/\">7. Visualiza\u00e7\u00e3o<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/7-0\/7-1\/\">7.1. Visualizando Distribui\u00e7\u00f5es<br \/>\n                        Categ\u00f3ricas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/7-0\/7-2\/\">7.2. Visualizando Distribui\u00e7\u00f5es Num\u00e9ricas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/7-0\/7-3\/\">7.3. Gr\u00e1ficos Sobrepostos<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/8-0\/\">8. Fun\u00e7\u00f5es e Tabelas<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/8-0\/8-1\/\">8.1. Aplicando Fun\u00e7\u00e3o a uma Coluna<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/8-0\/8-2\/\">8.2. Classificando por uma Vari\u00e1vel<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/8-0\/8-3\/\">8.3. Classifica\u00e7\u00e3o Cruzada<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/8-0\/8-4\/\">8.4. Unindo Tabelas por Colunas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/8-0\/8-5\/\">8.5. Compartilhamento de Bicicletas<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/9-0\/\">9. Aleatoriedade<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/9-0\/9-1\/\">9.1. Declara\u00e7\u00f5es Condicionais<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/9-0\/9-2\/\">9.2. Itera\u00e7\u00e3o<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/9-0\/9-3\/\">9.3. Simula\u00e7\u00e3o<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/9-0\/9-4\/\">9.4. O Problema de Monty Hall<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/9-0\/9-5\/\">9.5. Encontrando Probabilidades<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/10-0\/\">10. Amostragem e Distribui\u00e7\u00f5es Emp\u00edricas<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/10-0\/10-1\/\">10.1. Distribui\u00e7\u00f5es Emp\u00edricas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/10-0\/10-2\/\">10.2. Amostragem de uma Popula\u00e7\u00e3o<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/10-0\/10-3\/\">10.3. Distribui\u00e7\u00e3o Emp\u00edrica de uma<br \/>\n                        Estat\u00edstica<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/10-0\/10-4\/\">10.4. Amostragem Aleat\u00f3ria em Python <\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/11-0\/\">11. Testando Hip\u00f3teses<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/11-0\/11-1\/\">11.1. Avaliando um Modelo<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/11-0\/11-2\/\">11.2. M\u00faltiplas Categorias<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/11-0\/11-3\/\">11.3. Decis\u00f5es e Incertezas<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/11-0\/11-4\/\">11.4. Probabilidades de Erro<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/12-0\/\">12. Comparando Duas Amostras<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/12-0\/12-1\/\">12.1. Teste A\/B<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/12-0\/12-2\/\">12.2. Causalidade<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/12-0\/12-3\/\">12.3. Esvaziar<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/13-0\/\">13. Estima\u00e7\u00e3o<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/13-0\/13-1\/\">13.1. Percentis<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/13-0\/13-2\/\">13.2. O Bootstrap<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/13-0\/13-3\/\">13.3. Intervalos de Confian\u00e7a<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/13-0\/13-4\/\">13.4. Usando Intervalos de Confian\u00e7a<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/\">14. Por que a M\u00e9dia \u00e9 Importante<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/14-1\/\">14.1. Propriedades da M\u00e9dia<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/14-2\/\">14.2. Variabilidade<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/14-3\/\">14.3. O DP e a Curva Normal<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/14-4\/\">14.4. Teorema Central do Limite<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/14-5\/\">14.5. Variabilidade da M\u00e9dia da Amostra<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/14-0\/14-6\/\">14.6. Escolhendo um Tamanho de Amostra<\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"margin-bottom: 5px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/\">15. Previs\u00e3o<\/a>\n<ul style=\"margin: 5px 0 5px 15px;padding-left: 10px;list-style-type: none;border-left: 1px solid #ddd\">\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/15-1\/\">15.1. Correla\u00e7\u00e3o<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/15-2\/\">15.2. Linha de Regress\u00e3o<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/15-3\/\">15.3. M\u00e9todo dos M\u00ednimos Quadrados<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/15-4\/\">15.4. Regress\u00e3o de M\u00ednimos Quadrados<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/15-5\/\">15.5. Diagn\u00f3sticos Visuais<\/a><\/li>\n<li style=\"margin-bottom: 3px\"><a style=\"padding: 2px 0\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/15-0\/15-6\/\">15.6. Diagn\u00f3stico Num\u00e9rico<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol><\/div>\n<p>    <!-- Main Content --><\/p>\n<div style=\"overflow: hidden\">\n<p>        <!--###########################################################################################################################################################--><\/p>\n<pre><code><span style=\"color: black\">from datascience import *\r\nimport numpy as np\r\npath_data = '..\/..\/..\/assets\/data\/'\r\nnp.set_printoptions(threshold=50)<\/span><\/code><\/pre>\n<pre><code><span style=\"color: black\">nba_salaries = Table.read_table(path_data + 'nba_salaries.csv')\r\nnba = nba_salaries.relabeled(\"'15-'16 SALARY\", 'SALARY')<\/span><\/code><\/pre>\n<h1 id=\"selecionando-linhas\" style=\"text-align: center\">Selecionando Linhas<\/h1>\n<p style=\"text-align: justify\">Frequentemente, gostar\u00edamos de extrair apenas aquelas linhas que correspondem a entradas com uma caracter\u00edstica espec\u00edfica. Por exemplo, podemos querer apenas as linhas correspondentes aos Warriors, ou aos jogadores que ganharam mais de $10 milh\u00f5es. Ou podemos querer apenas os cinco principais ganhadores.<\/p>\n<h2 id=\"linhas-espec-ficas\">Linhas Espec\u00edficas<\/h2>\n<p style=\"text-align: justify\">O m\u00e9todo da Tabela <code>take<\/code> faz exatamente isso &#8211; ele pega um conjunto especificado de linhas. Seu argumento \u00e9 um \u00edndice de linha ou uma matriz de \u00edndices, e ele cria uma nova tabela consistindo apenas dessas linhas.<\/p>\n<p style=\"text-align: justify\">Por exemplo, se quisermos apenas a primeira linha de <code>nba<\/code>, poder\u00edamos usar <code>take<\/code> da seguinte forma.<\/p>\n<pre><code><span style=\"color: black\">nba<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Paul Millsap<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">18.6717<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Al Horford<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">12<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Tiago Splitter<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">9.75625<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jeff Teague<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">8<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kyle Korver<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">5.74648<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Thabo Sefolosha<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">4<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Mike Scott<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.33333<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kent Bazemore<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">2<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dennis Schroder<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.7634<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Tim Hardaway Jr.<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.30452<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd;text-align: center;font-style: italic\" colspan=\"4\">&#8230; (407 rows omitted)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><\/p>\n<pre><code><span style=\"color: black\">nba.take(0)<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Paul Millsap<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">18.6717<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        Esta \u00e9 uma nova tabela com apenas a \u00fanica linha que especificamos.<\/p>\n<p>        Tamb\u00e9m poder\u00edamos obter a quarta, quinta e sexta linhas especificando um intervalo de \u00edndices como argumento.<\/p>\n<pre><code><span style=\"color: black\">nba.take(np.arange(3, 6))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jeff Teague<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">8<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kyle Korver<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">5.74648<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Thabo Sefolosha<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: justify\">Se quisermos uma tabela dos 5 jogadores mais bem pagos, podemos primeiro ordenar a lista por sal\u00e1rio e depois <code>take<\/code> as primeiras cinco linhas:<\/p>\n<pre><code><span style=\"color: black\">nba.sort('SALARY', descending=True).take(np.arange(5))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kobe Bryant<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Los Angeles Lakers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">25<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Joe Johnson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brooklyn Nets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">24.8949<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">LeBron James<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Cleveland Cavaliers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.9705<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Carmelo Anthony<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">New York Knicks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.875<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dwight Howard<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Houston Rockets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.3594<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"linhas-correspondentes-a-uma-caracter-stica-espec-fica\">Linhas Correspondentes a uma Caracter\u00edstica Espec\u00edfica<\/h2>\n<p style=\"text-align: justify\">Com mais frequ\u00eancia, queremos acessar dados em um conjunto de linhas que possuem uma determinada caracter\u00edstica, mas cujos \u00edndices n\u00e3o conhecemos antecipadamente. Por exemplo, podemos querer dados sobre todos os jogadores que ganharam mais de $10 milh\u00f5es, mas n\u00e3o queremos gastar tempo contando as linhas na tabela classificada.<\/p>\n<p style=\"text-align: justify\">O m\u00e9todo <code>where<\/code> faz o trabalho para n\u00f3s. Sua sa\u00edda \u00e9 uma tabela com as mesmas colunas que o original, mas apenas as linhas <em>onde<\/em> a caracter\u00edstica ocorre.<\/p>\n<p style=\"text-align: justify\">O primeiro argumento de <code>where<\/code> \u00e9 o r\u00f3tulo da coluna que cont\u00e9m as informa\u00e7\u00f5es sobre se uma linha tem ou n\u00e3o a caracter\u00edstica que queremos. Se a caracter\u00edstica for &#8220;ganhou mais de $10 milh\u00f5es&#8221;, a coluna \u00e9 <code>SALARY<\/code>.<\/p>\n<p style=\"text-align: justify\">O segundo argumento de <code>where<\/code> \u00e9 uma maneira de especificar a caracter\u00edstica. Alguns exemplos tornar\u00e3o mais f\u00e1cil entender o m\u00e9todo geral de especifica\u00e7\u00e3o.<\/p>\n<p style=\"text-align: justify\">No primeiro exemplo, extra\u00edmos os dados de todos aqueles que ganharam mais de $10 milh\u00f5es.<\/p>\n<pre><code><span style=\"color: black\">nba.where('SALARY', are.above(10))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Paul Millsap<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">18.6717<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Al Horford<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">12<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Joe Johnson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brooklyn Nets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">24.8949<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Thaddeus Young<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brooklyn Nets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.236<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Al Jefferson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Charlotte Hornets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">13.5<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Nicolas Batum<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Charlotte Hornets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">13.1253<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kemba Walker<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Charlotte Hornets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">12<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Derrick Rose<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chicago Bulls<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20.0931<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jimmy Butler<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chicago Bulls<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">16.4075<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Joakim Noah<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chicago Bulls<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">13.4<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd;text-align: center;font-style: italic\" colspan=\"4\">&#8230; (59 rows omitted)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        O uso do argumento <code>are.above(10)<\/code> garantiu que cada linha selecionada tivesse um valor de <code>SALARY<\/code> maior que 10.<\/p>\n<p style=\"text-align: justify\">Existem 69 linhas na nova tabela, correspondentes aos 69 jogadores que ganharam mais de $10 milh\u00f5es de d\u00f3lares. Organizar essas linhas em ordem torna os dados mais f\u00e1ceis de analisar. DeMar DeRozan do Toronto Raptors foi o &#8220;mais pobre&#8221; deste grupo, com um sal\u00e1rio um pouco superior a $10 milh\u00f5es de d\u00f3lares.<\/p>\n<pre><code><span style=\"color: black\">nba.where('SALARY', are.above(10)).sort('SALARY')<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">DeMar DeRozan<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Toronto Raptors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.05<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Gerald Wallace<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Philadelphia 76ers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.1059<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Luol Deng<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Miami Heat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.1516<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Monta Ellis<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Indiana Pacers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.3<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Wilson Chandler<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.4494<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brendan Haywood<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Cleveland Cavaliers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.5225<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jrue Holiday<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">New Orleans Pelicans<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.5955<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Tyreke Evans<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">New Orleans Pelicans<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.7346<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Marcin Gortat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Washington Wizards<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.2174<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Thaddeus Young<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brooklyn Nets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.236<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd;text-align: center;font-style: italic\" colspan=\"4\">&#8230; (59 rows omitted)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: justify\">Quanto ganhou Stephen Curry? Para responder, temos que acessar a linha onde o valor de <code>PLAYER<\/code> \u00e9 igual a <code>Stephen Curry<\/code>. \u00c9 colocada uma tabela composta por apenas uma linha:<\/p>\n<pre><code><span style=\"color: black\">nba.where('PLAYER', are.equal_to('Stephen Curry'))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Stephen Curry<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.3708<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: justify\">Curry ganhou pouco menos de $11.4 milh\u00f5es de d\u00f3lares. Isso \u00e9 muito dinheiro, mas \u00e9 menos da metade do sal\u00e1rio de LeBron James. Voc\u00ea encontrar\u00e1 esse sal\u00e1rio na tabela &#8220;Top 5&#8221; mais cedo nesta se\u00e7\u00e3o, ou poderia encontr\u00e1-lo substituindo <code>'Stephen Curry'<\/code> por <code>'LeBron James'<\/code> na linha de c\u00f3digo acima.<\/p>\n<p style=\"text-align: justify\">No c\u00f3digo, <code>are<\/code> \u00e9 usado novamente, mas desta vez com o <em>predicado<\/em> <code>equal_to<\/code> em vez de <code>above<\/code>. Assim, por exemplo, voc\u00ea pode obter uma tabela de todos os Warriors:<\/p>\n<pre><code><span style=\"color: black\">nba.where('TEAM', are.equal_to('Golden State Warriors')).show()<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Klay Thompson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">15.501<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Draymond Green<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">14.2609<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Andrew Bogut<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">13.8<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Andre Iguodala<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.7105<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Stephen Curry<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.3708<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jason Thompson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">7.00847<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Shaun Livingston<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">5.54373<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Harrison Barnes<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.8734<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Marreese Speights<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.815<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Leandro Barbosa<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">2.5<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Festus Ezeli<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">2.00875<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brandon Rush<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.27096<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kevon Looney<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.13196<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Anderson Varejao<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">0.289755<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: justify\">Essa parte da tabela j\u00e1 est\u00e1 ordenada por sal\u00e1rio, porque a tabela original listava os jogadores ordenados por sal\u00e1rio dentro do mesmo time. O <code>.show()<\/code> no final da linha garante que todas as linhas sejam mostradas, n\u00e3o apenas as primeiras 10.<\/p>\n<p style=\"text-align: justify\">\u00c9 t\u00e3o comum solicitar as linhas para as quais alguma coluna \u00e9 igual a algum valor que a chamada <code>are.equal_to<\/code> \u00e9 opcional. Em vez disso, o m\u00e9todo <code>where<\/code> pode ser chamado apenas com o nome de uma coluna e um valor para alcan\u00e7ar o mesmo efeito.<\/p>\n<pre><code><span style=\"color: black\">nba.where('TEAM', 'Denver Nuggets') # equivalent to nba.where('TEAM', are.equal_to('Denver Nuggets'))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Danilo Gallinari<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">14<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kenneth Faried<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.236<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Wilson Chandler<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.4494<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">JJ Hickson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">5.6135<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jameer Nelson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">4.345<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Will Barton<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.53333<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Emmanuel Mudiay<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.10224<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Darrell Arthur<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">2.814<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jusuf Nurkic<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.842<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Joffrey Lauvergne<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Denver Nuggets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.70972<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd;text-align: center;font-style: italic\" colspan=\"4\">&#8230; (4 rows omitted)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"m-ltiplas-caracter-sticas\">M\u00faltiplas Caracter\u00edsticas<\/h2>\n<p style=\"text-align: justify\">Voc\u00ea pode acessar linhas que t\u00eam v\u00e1rias caracter\u00edsticas especificadas, usando o <code>where<\/code> repetidamente. Por exemplo, aqui est\u00e1 uma maneira de extrair todos os Armadores cujos sal\u00e1rios eram superiores a $15 milh\u00f5es de d\u00f3lares.<\/p>\n<pre><code><span style=\"color: black\">nba.where('POSITION', 'PG').where('SALARY', are.above(15))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Derrick Rose<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chicago Bulls<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20.0931<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kyrie Irving<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Cleveland Cavaliers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">16.4075<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chris Paul<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Los Angeles Clippers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">21.4687<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Russell Westbrook<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Oklahoma City Thunder<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">16.7442<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">John Wall<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Washington Wizards<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">15.852<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"forma-geral\">Forma Geral<\/h2>\n<p style=\"text-align: justify\">Neste ponto, voc\u00ea j\u00e1 percebeu que a maneira geral de criar uma nova tabela selecionando linhas com uma determinada caracter\u00edstica \u00e9 usar <code>where<\/code> e <code>are<\/code> com a condi\u00e7\u00e3o apropriada:<\/p>\n<p>        <code>original_table_name.where(column_label_string, are.condition)<\/code><\/p>\n<pre><code><span style=\"color: black\">nba.where('SALARY', are.between(10, 10.3))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Luol Deng<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Miami Heat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.1516<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Gerald Wallace<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Philadelphia 76ers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.1059<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Danny Green<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">San Antonio Spurs<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">DeMar DeRozan<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Toronto Raptors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">10.05<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: justify\">Observe que a tabela acima inclui Danny Green, que ganhou $10 milh\u00f5es, mas <em>n\u00e3o<\/em> Monta Ellis, que ganhou $10.3 milh\u00f5es. Como em outras partes do Python, o intervalo <code>between<\/code> inclui o extremo esquerdo, mas n\u00e3o o direito.<\/p>\n<p style=\"text-align: justify\">Se especificarmos uma condi\u00e7\u00e3o que n\u00e3o seja satisfeita por nenhuma linha, obteremos uma tabela com r\u00f3tulos de coluna, mas sem linhas.<\/p>\n<pre><code><span style=\"color: black\">nba.where('PLAYER', are.equal_to('Barack Obama'))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<\/table>\n<h2 id=\"algumas-condi-es-adicionais\">Algumas Condi\u00e7\u00f5es Adicionais<\/h2>\n<p style=\"text-align: justify\">Aqui est\u00e3o alguns predicados de <code>are<\/code> que voc\u00ea pode achar \u00fateis. Observe que <code>x<\/code> e <code>y<\/code> s\u00e3o n\u00fameros, <code>STRING<\/code> \u00e9 uma string e <code>Z<\/code> \u00e9 ou um n\u00famero ou uma string; voc\u00ea deve especificar isso dependendo da caracter\u00edstica que voc\u00ea deseja.<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>Predicado<\/strong><\/th>\n<th>Descri\u00e7\u00e3o<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>are.equal_to(Z)<\/code><\/td>\n<td>Igual a <code>Z<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.above(x)<\/code><\/td>\n<td>Maior que <code>x<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.above_or_equal_to(x)<\/code><\/td>\n<td>Maior que ou igual a <code>x<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.below(x)<\/code><\/td>\n<td>Menor que <code>x<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.below_or_equal_to(x)<\/code><\/td>\n<td>Menor que ou igual a <code>x<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.between(x, y)<\/code><\/td>\n<td>Maior que ou igual a <code>x<\/code>, e menor que <code>y<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.strictly_between(x, y)<\/code><\/td>\n<td>Maior que <code>x<\/code> e menor que <code>y<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.between_or_equal_to(x, y)<\/code><\/td>\n<td>Maior que ou igual a <code>x<\/code>, e menor que ou igual a <code>y<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.containing(S)<\/code><\/td>\n<td>Cont\u00e9m a string <code>S<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        Voc\u00ea tamb\u00e9m pode especificar a nega\u00e7\u00e3o de qualquer uma dessas condi\u00e7\u00f5es, usando <code>.not_<\/code> antes da condi\u00e7\u00e3o:<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>Predicado<\/strong><\/th>\n<th>Descri\u00e7\u00e3o<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>are.not_equal_to(Z)<\/code><\/td>\n<td>N\u00e3o igual a <code>Z<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>are.not_above(x)<\/code><\/td>\n<td>N\u00e3o acima de <code>x<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        &#8230; e assim por diante. As regras habituais da l\u00f3gica se aplicam \u2013 por exemplo, &#8220;n\u00e3o acima de x&#8221; \u00e9 o mesmo que &#8220;abaixo ou igual a x&#8221;.<\/p>\n<p>        Encerramos a se\u00e7\u00e3o com uma s\u00e9rie de exemplos.<\/p>\n<p style=\"text-align: justify\">O uso de <code>are.containing<\/code> pode ajudar a economizar digita\u00e7\u00e3o. Por exemplo, voc\u00ea pode simplesmente especificar <code>Warriors<\/code> em vez de <code>Golden State Warriors<\/code>:<\/p>\n<pre><code><span style=\"color: black\">nba.where('TEAM', are.containing('Warriors')).show()<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Klay Thompson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">15.501<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Draymond Green<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">14.2609<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Andrew Bogut<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">13.8<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Andre Iguodala<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.7105<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Stephen Curry<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">11.3708<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jason Thompson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">7.00847<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Shaun Livingston<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">5.54373<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Harrison Barnes<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.8734<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Marreese Speights<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.815<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Leandro Barbosa<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">2.5<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Festus Ezeli<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">2.00875<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brandon Rush<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.27096<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kevon Looney<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.13196<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Anderson Varejao<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Golden State Warriors<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">0.289755<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        Voc\u00ea pode extrair dados de todos os guardas, tanto guardas de ponta quanto guardas de tiro:<\/p>\n<pre><code><span style=\"color: black\">nba.where('POSITION', are.containing('G'))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jeff Teague<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">8<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kyle Korver<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">5.74648<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dennis Schroder<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.7634<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Tim Hardaway Jr.<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">1.30452<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Jason Richardson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">0.947276<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Lamar Patterson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">0.525093<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Terran Petteway<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Atlanta Hawks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">0.525093<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Avery Bradley<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Boston Celtics<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">7.73034<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Isaiah Thomas<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Boston Celtics<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">6.91287<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Marcus Smart<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Boston Celtics<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">3.43104<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd;text-align: center;font-style: italic\" colspan=\"4\">&#8230; (171 rows omitted)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        Voc\u00ea pode pegar todos os jogadores que n\u00e3o eram Cleveland Cavaliers e tinham um sal\u00e1rio n\u00e3o inferior a $20 milh\u00f5es:<\/p>\n<pre><code><span style=\"color: black\">other_than_Cavs = nba.where('TEAM', are.not_equal_to('Cleveland Cavaliers'))\r\nother_than_Cavs.where('SALARY', are.not_below(20))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Joe Johnson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brooklyn Nets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">24.8949<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Derrick Rose<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chicago Bulls<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20.0931<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dwight Howard<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Houston Rockets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.3594<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chris Paul<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Los Angeles Clippers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">21.4687<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kobe Bryant<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Los Angeles Lakers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">25<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chris Bosh<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Miami Heat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.1927<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dwyane Wade<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Miami Heat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Carmelo Anthony<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">New York Knicks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.875<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kevin Durant<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Oklahoma City Thunder<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20.1586<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        A mesma tabela pode ser criada de v\u00e1rias maneiras. Aqui est\u00e1 outra, e sem d\u00favida voc\u00ea pode pensar em mais.<\/p>\n<pre><code><span style=\"color: black\">other_than_Cavs.where('SALARY', are.above_or_equal_to(20))<\/span><\/code><\/pre>\n<table style=\"font-family: monospace;border-collapse: collapse;width: auto;margin-left: 1em\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f0f0f0;border-bottom: 2px solid #ddd\">\n<th style=\"text-align: left;padding: 4px 8px\">PLAYER<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">POSITION<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">TEAM<\/th>\n<th style=\"text-align: left;padding: 4px 8px\">SALARY<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Joe Johnson<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Brooklyn Nets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">24.8949<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Derrick Rose<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chicago Bulls<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20.0931<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dwight Howard<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">C<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Houston Rockets<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.3594<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chris Paul<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Los Angeles Clippers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">21.4687<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kobe Bryant<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Los Angeles Lakers<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">25<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Chris Bosh<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">PF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Miami Heat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.1927<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Dwyane Wade<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SG<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Miami Heat<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20<\/td>\n<\/tr>\n<tr style=\"background-color: #f8f8f8\">\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Carmelo Anthony<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">New York Knicks<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">22.875<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Kevin Durant<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">SF<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">Oklahoma City Thunder<\/td>\n<td style=\"padding: 4px 8px;border: 1px solid #ddd\">20.1586<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        Como voc\u00ea pode ver, o uso de <code>where<\/code> com <code>are<\/code> lhe d\u00e1 grande flexibilidade para acessar linhas com recursos que lhe interessam. N\u00e3o hesite em experimentar!<\/p>\n<p>        <!--###########################################################################################################################################################--><\/p>\n<table width=\"100%\">\n<tbody>\n<tr>\n<td align=\"left\"><a class=\"next-page-link\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/6-1\/\">\u2190 Cap\u00edtulo 6.1 &#8211; Ordenando Linhas<\/a><\/td>\n<td align=\"right\"><a class=\"next-page-link\" href=\"https:\/\/literaciadigital.ufms.br\/data8\/6-0\/6-3\/\">Cap\u00edtulo 6.3 &#8211; Exemplo: Tend\u00eancias Populacionais \u2192<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>        <!--###########################################################################################################################################################--><\/p><\/div>\n<\/div>\n<div style=\"clear: both;height: 1px;margin-top: -1px\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u00cdndice 1. O que \u00e9 Ci\u00eancia de Dados? 1.1. Introdu\u00e7\u00e3o 1.1.1. Ferramentas Computacionais 1.1.2. T\u00e9cnicas Estat\u00edsticas 1.2. Por que Ci\u00eancia de Dados? 1.3. Tra\u00e7ando os Cl\u00e1ssicos 1.3.1. Personagens Liter\u00e1rios 1.3.2. Outro Tipo de Personagem 2. Causalidade e Experimentos 2.1. John Snow e a Bomba da Broad Street 2.2. O &#8220;Grande Experimento&#8221; de Snow 2.3. Estabelecendo [&hellip;]<\/p>\n","protected":false},"author":21894,"featured_media":0,"parent":394,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"coauthors":[14],"class_list":["post-405","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/pages\/405","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/users\/21894"}],"replies":[{"embeddable":true,"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/comments?post=405"}],"version-history":[{"count":7,"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/pages\/405\/revisions"}],"predecessor-version":[{"id":522,"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/pages\/405\/revisions\/522"}],"up":[{"embeddable":true,"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/pages\/394"}],"wp:attachment":[{"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/media?parent=405"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/literaciadigital.ufms.br\/en\/wp-json\/wp\/v2\/coauthors?post=405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}