{"id":22081,"date":"2024-03-15T23:00:49","date_gmt":"2024-03-15T23:00:49","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/"},"modified":"2024-03-21T22:01:25","modified_gmt":"2024-03-21T22:01:25","slug":"how-to-generate-a-two-way-contingency-table-in-r-language","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/","title":{"rendered":"How to generate a two-way contingency table in R language?"},"content":{"rendered":"<p>In R language, you can create a two-dimensional contingency table using the table() function. Start by splitting the data into two variables, and then pass these two variables as parameters to the table() function.<\/p>\n<p>Here is a simple example:<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-comment\"># \u521b\u5efa\u4e24\u4e2a\u53d8\u91cf\uff1a\u6027\u522b\u548c\u5b66\u5386<\/span>\r\ngender <span class=\"hljs-operator\">&lt;-<\/span> <span class=\"hljs-built_in\">c<\/span><span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"\u7537\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u5973\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u5973\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u7537\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u7537\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u5973\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u7537\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u5973\"<\/span><span class=\"hljs-punctuation\">)<\/span>\r\neducation <span class=\"hljs-operator\">&lt;-<\/span> <span class=\"hljs-built_in\">c<\/span><span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"\u7855\u58eb\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u672c\u79d1\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u672c\u79d1\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u7855\u58eb\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u535a\u58eb\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u7855\u58eb\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u535a\u58eb\"<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-string\">\"\u7855\u58eb\"<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u751f\u6210\u4e8c\u7ef4\u5217\u8054\u8868<\/span>\r\ntable<span class=\"hljs-punctuation\">(<\/span>gender<span class=\"hljs-punctuation\">,<\/span> education<span class=\"hljs-punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>The output result is:<\/p>\n<pre class=\"post-pre\"><code>     education\r\ngender  \u672c\u79d1 \u535a\u58eb \u7855\u58eb\r\n   \u5973      1   0   2\r\n   \u7537      1   1   2\r\n<\/code><\/pre>\n<p>This two-way contingency table displays the relationship between gender and education level. In this example, there is one woman and one man with a bachelor&#8217;s degree, two women and two men with a master&#8217;s degree, and only one man with a doctorate.<\/p>\n<p>I hope this example helps you!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In R language, you can create a two-dimensional contingency table using the table() function. Start by splitting the data into two variables, and then pass these two variables as parameters to the table() function. Here is a simple example: # \u521b\u5efa\u4e24\u4e2a\u53d8\u91cf\uff1a\u6027\u522b\u548c\u5b66\u5386 gender &lt;- c(&#8220;\u7537&#8221;, &#8220;\u5973&#8221;, &#8220;\u5973&#8221;, &#8220;\u7537&#8221;, &#8220;\u7537&#8221;, &#8220;\u5973&#8221;, &#8220;\u7537&#8221;, &#8220;\u5973&#8221;) education &lt;- c(&#8220;\u7855\u58eb&#8221;, &#8220;\u672c\u79d1&#8221;, [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-22081","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to generate a two-way contingency table in R language? - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to generate a two-way contingency table in R language?\" \/>\n<meta property=\"og:description\" content=\"In R language, you can create a two-dimensional contingency table using the table() function. Start by splitting the data into two variables, and then pass these two variables as parameters to the table() function. Here is a simple example: # \u521b\u5efa\u4e24\u4e2a\u53d8\u91cf\uff1a\u6027\u522b\u548c\u5b66\u5386 gender &lt;- c(&quot;\u7537&quot;, &quot;\u5973&quot;, &quot;\u5973&quot;, &quot;\u7537&quot;, &quot;\u7537&quot;, &quot;\u5973&quot;, &quot;\u7537&quot;, &quot;\u5973&quot;) education &lt;- c(&quot;\u7855\u58eb&quot;, &quot;\u672c\u79d1&quot;, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-15T23:00:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-21T22:01:25+00:00\" \/>\n<meta name=\"author\" content=\"William Carter\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"William Carter\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/\"},\"author\":{\"name\":\"William Carter\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/f697031891aacefc4b681d139781d3c0\"},\"headline\":\"How to generate a two-way contingency table in R language?\",\"datePublished\":\"2024-03-15T23:00:49+00:00\",\"dateModified\":\"2024-03-21T22:01:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/\"},\"wordCount\":103,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/\",\"name\":\"How to generate a two-way contingency table in R language? 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- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/blog\/how-to-generate-a-two-way-contingency-table-in-r-language\/","og_locale":"en_US","og_type":"article","og_title":"How to generate a two-way contingency table in R language?","og_description":"In R language, you can create a two-dimensional contingency table using the table() function. Start by splitting the data into two variables, and then pass these two variables as parameters to the table() function. 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