{"id":135,"date":"2023-08-05T02:05:59","date_gmt":"2023-08-05T02:05:59","guid":{"rendered":"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/"},"modified":"2023-08-05T02:05:59","modified_gmt":"2023-08-05T02:05:59","slug":"coeficiente-de-assimetria","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/","title":{"rendered":"Coeficiente de assimetria"},"content":{"rendered":"<p>Este artigo explica o que \u00e9 o coeficiente de assimetria, como \u00e9 calculado e como interpret\u00e1-lo. Concretamente, voc\u00ea descobrir\u00e1 como calcular os tr\u00eas tipos de coeficientes de assimetria mais utilizados em estat\u00edstica. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-el-coeficiente-de-asimetria\"><\/span> Qual \u00e9 o coeficiente de assimetria?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Nas estat\u00edsticas, o <strong>coeficiente de assimetria<\/strong> \u00e9 um coeficiente que permite calcular a assimetria de uma distribui\u00e7\u00e3o. Ou seja, o coeficiente de assimetria \u00e9 usado para determinar se uma fun\u00e7\u00e3o \u00e9 distorcida positivamente, distorcida negativamente ou sim\u00e9trica.<\/p>\n<p> O coeficiente de assimetria tamb\u00e9m pode ser chamado <strong>de \u00edndice de assimetria<\/strong> .<\/p>\n<p> Tenha em mente que a assimetria de uma distribui\u00e7\u00e3o depende do formato da curva. Assim, os diferentes tipos de assimetria s\u00e3o:<\/p>\n<ul>\n<li> <strong>Assimetria positiva<\/strong> : A distribui\u00e7\u00e3o tem mais valores diferentes \u00e0 direita da m\u00e9dia do que \u00e0 esquerda.<\/li>\n<li> <strong>Assimetria negativa<\/strong> : A distribui\u00e7\u00e3o tem mais valores diferentes \u00e0 esquerda da m\u00e9dia do que \u00e0 sua direita.<\/li>\n<li> <strong>Simetria<\/strong> : A distribui\u00e7\u00e3o tem o mesmo n\u00famero de valores \u00e0 esquerda e \u00e0 direita da m\u00e9dia. <\/li>\n<\/ul>\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/statistiques-types-dasymetrie.png\" alt=\"tipos de assimetria\" class=\"wp-image-2983\" width=\"648\" height=\"196\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> Principalmente, tr\u00eas tipos de coeficientes de assimetria s\u00e3o utilizados dependendo do caso: o coeficiente de Fisher, o coeficiente de Pearson e o coeficiente de Bowley. Como calcular cada tipo de coeficiente de assimetria \u00e9 explicado em detalhes abaixo. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-fisher\"><\/span> Coeficiente de assimetria de Fisher<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> O coeficiente de assimetria de Fisher \u00e9 igual ao terceiro momento em rela\u00e7\u00e3o \u00e0 m\u00e9dia dividido pelo desvio padr\u00e3o da amostra. Portanto, a <strong>f\u00f3rmula do coeficiente de assimetria de Fisher<\/strong> \u00e9:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-224ee5bd016c7e0dd70260d2e9d40c9f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\mu_3}{\\sigma^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"32\" width=\"61\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Equivalentemente, qualquer uma das duas f\u00f3rmulas a seguir pode ser usada para calcular o coeficiente de Fisher:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-17fec004daa41a09c4ec2990d4dcc374_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\displaystyle \\sum_{i=1}^N\\left(x_i-\\mu\\right)^3}{N\\cdot \\sigma ^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"141\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-92f7c8482d520258f24cc0166d898d1e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\operatorname{E}[X^3] - 3\\mu\\sigma^2 - \\mu^3}{\\sigma^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"39\" width=\"188\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Ouro<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-638a7387bd72763290cc777a9b509c38_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"E\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"14\" style=\"vertical-align: 0px;\"><\/p>\n<p> \u00e9 a expectativa matem\u00e1tica,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p> a m\u00e9dia aritm\u00e9tica,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-eaaf379fee5e67946f3fedf5631047b1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p> o desvio padr\u00e3o e<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7354bae77b50b7d1faed3e8ea7a3511a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"N\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"16\" style=\"vertical-align: 0px;\"><\/p>\n<p> o n\u00famero total de dados.<\/p>\n<p> Por outro lado, se os dados estiverem agrupados voc\u00ea pode usar a seguinte f\u00f3rmula:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5c26470126d254018437efec48228b8d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\displaystyle \\sum_{i=1}^N\\left(x_i-\\mu\\right)^3\\cdot f_i}{N\\cdot \\sigma ^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"167\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Onde neste caso<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-dad27a9703483183e1afd245f5232b83_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"x_i\" title=\"Rendered by QuickLaTeX.com\" height=\"11\" width=\"15\" style=\"vertical-align: -3px;\"><\/p>\n<p> \u00c9 a marca da classe e<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-fcb89ec1b112c79bfb56f1c210f6bb67_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"f_i\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"14\" style=\"vertical-align: -4px;\"><\/p>\n<p> a frequ\u00eancia absoluta do curso.<\/p>\n<p> Uma vez calculado o seu valor, a interpreta\u00e7\u00e3o do coeficiente de assimetria de Fisher \u00e9 a seguinte:<\/p>\n<ul>\n<li> Se o coeficiente de assimetria de Fisher for positivo, a distribui\u00e7\u00e3o ser\u00e1 positivamente distorcida.<\/li>\n<li> Se o coeficiente de assimetria de Fisher for negativo, a distribui\u00e7\u00e3o ser\u00e1 distorcida negativamente.<\/li>\n<li> <span style=\"font-size: 1rem; font-weight: inherit;\">Se a distribui\u00e7\u00e3o for sim\u00e9trica, o coeficiente de assimetria de Fisher \u00e9 igual a zero. O inverso<\/span> n\u00e3o \u00e9 verdadeiro, o que significa que o facto do coeficiente de Fisher ser zero nem sempre implica que a distribui\u00e7\u00e3o seja sim\u00e9trica. <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-pearson\"><\/span> Coeficiente de assimetria de Pearson<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> O coeficiente de assimetria de Pearson \u00e9 igual \u00e0 diferen\u00e7a entre a m\u00e9dia amostral e a moda dividida pelo seu desvio padr\u00e3o (ou desvio padr\u00e3o). A <strong>f\u00f3rmula para o coeficiente de assimetria de Pearson<\/strong> \u00e9, portanto, a seguinte:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-c8f46cbf70a6a496ac36355ebfd70827_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_p=\\cfrac{\\mu-Mo}{\\sigma}\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"108\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Ouro<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-605ba5e37ad8f2e92b2248f02c3a090f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_p\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"20\" style=\"vertical-align: -6px;\"><\/p>\n<p> \u00e9 o coeficiente de Pearson,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p> a m\u00e9dia aritm\u00e9tica,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-56c0033b7da6d7997aeec99c3967c421_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Mo\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"28\" style=\"vertical-align: 0px;\"><\/p>\n<p> moda e<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-eaaf379fee5e67946f3fedf5631047b1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p> o desvio padr\u00e3o.<\/p>\n<p> Tenha em mente que o coeficiente de assimetria de Pearson s\u00f3 pode ser calculado se for uma distribui\u00e7\u00e3o unimodal, ou seja, se houver apenas uma moda nos dados.<\/p>\n<p> Em alguns livros de estat\u00edstica, o coeficiente de assimetria de Pearson \u00e9 calculado usando a mediana em vez da moda, mas geralmente a f\u00f3rmula acima \u00e9 usada.<\/p>\n<p> Uma vez calculado o coeficiente de assimetria de Pearson, seu valor deve ser interpretado de acordo com as seguintes regras:<\/p>\n<ul>\n<li> Se o coeficiente de assimetria de Pearson for positivo, significa que a distribui\u00e7\u00e3o \u00e9 assim\u00e9trica positivamente.<\/li>\n<li> Se o coeficiente de assimetria de Pearson for negativo, significa que a distribui\u00e7\u00e3o est\u00e1 distorcida negativamente.<\/li>\n<li> Se o coeficiente de assimetria de Pearson for zero, significa que a distribui\u00e7\u00e3o \u00e9 sim\u00e9trica. <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-bowley\"><\/span> Coeficiente de assimetria de Bowley<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>O coeficiente de assimetria de Bowley<\/strong> \u00e9 igual \u00e0 soma do terceiro quartil mais o primeiro quartil menos duas vezes a mediana dividida pela diferen\u00e7a entre o terceiro e o primeiro quartis. A f\u00f3rmula para este coeficiente de assimetria \u00e9, portanto, a seguinte:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-24abc41ba1a786517a247ed5fa9c3b62_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_B=\\cfrac{Q_3+Q_1-2\\cdot Me}{Q_3-Q_1}\" title=\"Rendered by QuickLaTeX.com\" height=\"42\" width=\"187\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p> Ouro<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-2744445ab7dd299c95ac769e920ad8c9_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Q_1\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"20\" style=\"vertical-align: -4px;\"><\/p>\n<p> E<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-cbf298d83b612ef6bc223927f80f4431_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Q_3\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"21\" style=\"vertical-align: -4px;\"><\/p>\n<p> Estes s\u00e3o respectivamente o primeiro e terceiro quartis e<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-bf2deabe8920b42ebbefee4f63393db1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Me\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"27\" style=\"vertical-align: 0px;\"><\/p>\n<p> \u00e9 a mediana da distribui\u00e7\u00e3o.<\/p>\n<p> Lembre-se de que a mediana de uma distribui\u00e7\u00e3o coincide com o segundo quartil. <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>Veja:<\/strong> <a href=\"https:\/\/statorials.org\/pt\/quartis\/\">como encontrar quartis<\/a><\/div>\n<p> A interpreta\u00e7\u00e3o do coeficiente de Bowley \u00e9 feita da mesma forma que nos dois tipos anteriores de coeficientes de assimetria:<\/p>\n<ul>\n<li> Se o coeficiente de assimetria de Bowley for positivo, a distribui\u00e7\u00e3o ser\u00e1 positivamente distorcida.<\/li>\n<li> Se o coeficiente de assimetria de Bowley for negativo, a distribui\u00e7\u00e3o ser\u00e1 distorcida negativamente.<\/li>\n<li> Se o coeficiente de assimetria de Bowley for zero, a distribui\u00e7\u00e3o \u00e9 sim\u00e9trica.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Este artigo explica o que \u00e9 o coeficiente de assimetria, como \u00e9 calculado e como interpret\u00e1-lo. Concretamente, voc\u00ea descobrir\u00e1 como calcular os tr\u00eas tipos de coeficientes de assimetria mais utilizados em estat\u00edstica. Qual \u00e9 o coeficiente de assimetria? Nas estat\u00edsticas, o coeficiente de assimetria \u00e9 um coeficiente que permite calcular a assimetria de uma distribui\u00e7\u00e3o. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-135","post","type-post","status-publish","format-standard","hentry","category-estatisticas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7 Coeficiente de assimetria (tipos e f\u00f3rmulas)<\/title>\n<meta name=\"description\" content=\"Aqui voc\u00ea descobrir\u00e1 o que \u00e9 o coeficiente de assimetria e como os diferentes tipos de coeficientes de assimetria (f\u00f3rmulas) s\u00e3o calculados.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u25b7 Coeficiente de assimetria (tipos e f\u00f3rmulas)\" \/>\n<meta property=\"og:description\" content=\"Aqui voc\u00ea descobrir\u00e1 o que \u00e9 o coeficiente de assimetria e como os diferentes tipos de coeficientes de assimetria (f\u00f3rmulas) s\u00e3o calculados.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-05T02:05:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/statistiques-types-dasymetrie.png\" \/>\n<meta name=\"author\" content=\"Dr. benjamim anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr. benjamim anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/\",\"url\":\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/\",\"name\":\"\u25b7 Coeficiente de assimetria (tipos e f\u00f3rmulas)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-08-05T02:05:59+00:00\",\"dateModified\":\"2023-08-05T02:05:59+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Aqui voc\u00ea descobrir\u00e1 o que \u00e9 o coeficiente de assimetria e como os diferentes tipos de coeficientes de assimetria (f\u00f3rmulas) s\u00e3o calculados.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/coeficiente-de-assimetria\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Coeficiente de assimetria\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pt\/#website\",\"url\":\"https:\/\/statorials.org\/pt\/\",\"name\":\"Statorials\",\"description\":\"O seu guia para a literacia estat\u00edstica!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pt\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pt-PT\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\",\"name\":\"Dr. benjamim anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr. benjamim anderson\"},\"description\":\"Ol\u00e1, sou Benjamin, um professor aposentado de estat\u00edstica que se tornou professor dedicado na Statorials. 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