{"id":958,"date":"2018-09-19T13:56:53","date_gmt":"2018-09-19T13:56:53","guid":{"rendered":"https:\/\/lucient.com\/en\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\/"},"modified":"2020-11-12T17:32:32","modified_gmt":"2020-11-12T17:32:32","slug":"measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test","status":"publish","type":"post","link":"https:\/\/lucient.com\/en\/blog\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\/","title":{"rendered":"Measure the Strength of Association Between Two Categorical Variables: Mosaic Plot and Chi-Square Test"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"726\" height=\"415\" src=\"https:\/\/lucient.com\/en\/wp-content\/uploads\/sites\/7\/2018\/09\/mosaic.jpg\" alt=\"\" class=\"img-fluid wp-image-1192\" srcset=\"https:\/\/lucient.com\/en\/wp-content\/uploads\/sites\/7\/2018\/09\/mosaic.jpg 726w, https:\/\/lucient.com\/en\/wp-content\/uploads\/sites\/7\/2018\/09\/mosaic-300x171.jpg 300w\" sizes=\"auto, (max-width: 726px) 100vw, 726px\" \/><\/figure>\n\n\n\n<p>In a Data Science project it\u2019s really important to get the more insights out of your data. There is a specific phase, the first one in the project, that has the data analysis as goal: the <em>Data Exploration<\/em> phase.<\/p>\n\n\n\n<p>Among other kinds of analysis, one of the most interesting is the <em>bi-variate<\/em> one, that finds out the relationship between two variables. If the two variables are <em>categorical<\/em>, the most common plot used to analyze their relationship is the <em>mosaic plot<\/em>. At first sight it may appear a little bit confusing. People not aware of some statistical concepts can miss important information this plot can give us. So, we\u2019ll go a little bit deeper in these concepts.<\/p>\n\n\n\n<p>Read the rest of the article <a href=\"https:\/\/towardsdatascience.com\/mosaic-plot-and-chi-square-test-c41b1a527ce4\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In a Data Science project it\u2019s really important to get the more insights out of your data. There is a specific phase, the first one in the project, that has the data analysis as goal: the Data Exploration phase.<\/p>\n","protected":false},"author":17,"featured_media":1199,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[8],"tags":[],"class_list":["post-958","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Measure the Strength of Association Between Two Categorical Variables: Mosaic Plot and Chi-Square Test - Lucient - North America<\/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:\/\/lucient.com\/en\/blog\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Measure the Strength of Association Between Two Categorical Variables: Mosaic Plot and Chi-Square Test - Lucient - North America\" \/>\n<meta property=\"og:description\" content=\"In a Data Science project it\u2019s really important to get the more insights out of your data. There is a specific phase, the first one in the project, that has the data analysis as goal: the Data Exploration phase.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lucient.com\/en\/blog\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\/\" \/>\n<meta property=\"og:site_name\" content=\"Lucient - North America\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/LucientData\" \/>\n<meta property=\"article:published_time\" content=\"2018-09-19T13:56:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-11-12T17:32:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lucient.com\/en\/wp-content\/uploads\/sites\/7\/2018\/09\/mosaic-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"690\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"mlah\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@lucient_data\" \/>\n<meta name=\"twitter:site\" content=\"@lucient_data\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"mlah\" \/>\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:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/\"},\"author\":{\"name\":\"mlah\",\"@id\":\"https:\\\/\\\/lucient.com\\\/en\\\/#\\\/schema\\\/person\\\/303666f06f446f36968e1abf9be03446\"},\"headline\":\"Measure the Strength of Association Between Two Categorical Variables: Mosaic Plot and Chi-Square Test\",\"datePublished\":\"2018-09-19T13:56:53+00:00\",\"dateModified\":\"2020-11-12T17:32:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/\"},\"wordCount\":139,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/lucient.com\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/lucient.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/7\\\/2018\\\/09\\\/mosaic-1.jpg\",\"articleSection\":[\"Technical\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/\",\"url\":\"https:\\\/\\\/lucient.com\\\/en\\\/blog\\\/measure-the-strength-of-association-between-two-categorical-variables-mosaic-plot-and-chi-square-test\\\/\",\"name\":\"Measure the Strength of Association Between Two Categorical Variables: Mosaic Plot and Chi-Square Test - 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