{"id":52460,"date":"2024-04-15T23:39:40","date_gmt":"2024-04-15T23:39:40","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=52460"},"modified":"2024-04-15T23:39:40","modified_gmt":"2024-04-15T23:39:40","slug":"in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series\/","title":{"rendered":"In Pandas, what method is used to apply a function to each element of a Series?"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;pivot()&#8221; option2=&#8221;melt()&#8221; option3=&#8221;sort_values()&#8221; option4=&#8221;apply()&#8221; correct=&#8221;option4&#8243;]<!--more--><\/p>\n<p>The correct answer is D. apply().<\/p>\n<p>The apply() method is used to apply a function to each element of a Series. The function can be any Python function, and it can take any number of arguments. The apply() method returns a new Series with the results of the function applied to each element of the original Series.<\/p>\n<p>The pivot() method is used to pivot a DataFrame. This means that it changes the DataFrame&#8217;s columns into rows and the rows into columns. The melt() method is used to melt a DataFrame. This means that it changes the DataFrame&#8217;s columns into a single column with multiple values. The sort_values() method is used to sort a DataFrame by one or more columns.<\/p>\n<p>Here is an example of how to use the apply() method:<\/p>\n<p>&#8220;`<br \/>\nimport pandas as pd<\/p>\n<p>df = pd.DataFrame({&#8216;A&#8217;: [1, 2, 3], &#8216;B&#8217;: [4, 5, 6]})<\/p>\n<p>result = df.apply(lambda x: x * 2)<\/p>\n<p>print(result)<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/exam.pscnotes.com\/mcq\/in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series\/#A_B\" title=\"A  B\">A  B<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/exam.pscnotes.com\/mcq\/in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series\/#2_8\" title=\"2  8\">2  8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/exam.pscnotes.com\/mcq\/in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series\/#4_12\" title=\"4 12\">4 12<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/exam.pscnotes.com\/mcq\/in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series\/#6_18\" title=\"6 18\">6 18<\/a><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"A_B\"><\/span>A  B<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h1><span class=\"ez-toc-section\" id=\"2_8\"><\/span>2  8<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h1><span class=\"ez-toc-section\" id=\"4_12\"><\/span>4 12<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h1><span class=\"ez-toc-section\" id=\"6_18\"><\/span>6 18<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>&#8220;`<\/p>\n<p>In this example, the apply() method is used to multiply each element of the df DataFrame by 2. The result is a new DataFrame with the values of the original DataFrame multiplied by 2.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;pivot()&#8221; option2=&#8221;melt()&#8221; option3=&#8221;sort_values()&#8221; option4=&#8221;apply()&#8221; correct=&#8221;option4&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[737],"tags":[],"class_list":["post-52460","post","type-post","status-publish","format-standard","hentry","category-data-analysis-with-python","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>In Pandas, what method is used to apply a function to each element of a Series?<\/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:\/\/exam.pscnotes.com\/mcq\/in-pandas-what-method-is-used-to-apply-a-function-to-each-element-of-a-series\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"In Pandas, what method is used to apply a function to each element of a Series?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;pivot()&#8221; 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