{"id":3852,"date":"2023-02-02T17:01:29","date_gmt":"2023-02-02T17:01:29","guid":{"rendered":"https:\/\/www.bizinfograph.com\/resource\/?p=3852"},"modified":"2024-03-13T20:01:53","modified_gmt":"2024-03-13T20:01:53","slug":"how-to-calculate-correlation-coefficient-in-excel","status":"publish","type":"post","link":"https:\/\/www.bizinfograph.com\/resource\/how-to-calculate-correlation-coefficient-in-excel\/","title":{"rendered":"How to Calculate Correlation Coefficient in Excel?"},"content":{"rendered":"<p>Calculate Correlation Coefficient in Excel to unlock insightful data relationships and strengthen your analytical capabilities. This function allows you to measure and interpret the degree of association between two variables, facilitating informed decision-making and hypothesis testing. By integrating this statistical tool into your Excel skill set, you can enhance your ability to identify trends, predict outcomes, and understand complex datasets. Embrace the power of the correlation coefficient to elevate your data analysis and bring clarity to the interconnectedness of variables in your studies or business scenarios.<\/p>\n<p><strong>\u00a0<\/strong><strong>This Topic Covers:<\/strong><\/p>\n<ol>\n<li><a href=\"#what-is-the-correlation-coefficient?\"><strong>What is the Correlation Coefficient?<\/strong><\/a><\/li>\n<li><a href=\"#how-to-calculate-correlation-coefficien\"><strong>How to Calculate Correlation Coefficient in Excel Using CORREL Formula?<\/strong><\/a><\/li>\n<li><a href=\"#how-to-calculate-correlation-coefficien\"><strong>How to Calculate Correlation Coefficient in Excel Using the Data Analysis Toolpak?<\/strong><\/a>\n<ul>\n<li><strong>Enabling the Data Analysis Toolpak<\/strong><\/li>\n<li><strong>Calculating the Correlation Coefficient<\/strong><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#how-to-calculate-correlation-coefficien\"><strong>How to Calculate Correlation Coefficient in Excel Using PEARSON Function<\/strong><\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2><strong id=\"what-is-the-correlation-coefficient?\">1. What is the Correlation Coefficient?<\/strong><\/h2>\n<p>In Microsoft Excel, a correlation coefficient (a value between -1 and +1) is a number or value that reveals the degree to which two data series are connected or related to one another. To determine the correlation coefficient between two variables, we can use Excel&#8217;s <strong>CORREL <\/strong>function or the <strong>Analysis Toolpak<\/strong> add-in, or the <strong>PEARSON<\/strong> function. \u00a0A complete positive connection is indicated by a correlation value of +1 and a complete negative connection is indicated by a correlation value of -1. A correlation coefficient value near 0 indicates no correlation.<\/p>\n<h2><strong id=\"how-to-calculate-correlation-coefficient-in-excel-using-correl-formula?\">2. How to Calculate Correlation Coefficient in Excel <\/strong><strong>Using CORREL Formula<\/strong><strong>?<\/strong><\/h2>\n<p>Let&#8217;s say you want to calculate the correlation coefficient between the height and weight of 5\u00a0persons using the data set given below.<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-3854 size-full\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-1.png\" alt=\"Calculate Correlation Coefficient in Excel\" width=\"588\" height=\"399\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-1.png 588w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-1-300x204.png 300w\" sizes=\"(max-width: 588px) 100vw, 588px\" \/><\/p>\n<p><strong>Step 1: <\/strong>Insert the following formula in cell D7 after selecting it and hit Enter key.<\/p>\n<p><strong>=CORREL(C2:C6,D2:D6)<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-3855 size-full\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-2.png\" alt=\"Calculate Correlation Coefficient in Excel\" width=\"590\" height=\"376\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-2.png 590w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-2-300x191.png 300w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/p>\n<p><strong>Step 2: <\/strong>When you press enter, Excel immediately does all necessary calculations and provides you with a single correlation coefficient value. In our example, that value is over 0.9, which indicates that there is a strong positive correlation.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-3856 size-full\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-3.png\" alt=\"Calculate Correlation Coefficient in Excel\" width=\"527\" height=\"360\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-3.png 527w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-3-300x205.png 300w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><\/p>\n<h2><strong id=\"how-to-calculate-correlation-coefficient-in-excel-using-the-data-analysis-toolpak?\">3. How to Calculate Correlation Coefficient in Excel <\/strong><strong>Using the Data Analysis Toolpak<\/strong><strong>?<\/strong><\/h2>\n<p>Using Excel&#8217;s data analysis tool pack is another option to think about if you need to calculate the correlation coefficient of multiple series like the picture given below.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3857\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-4.png\" alt=\"Calculate Correlation Coefficient\" width=\"641\" height=\"302\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-4.png 641w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-4-300x141.png 300w\" sizes=\"(max-width: 641px) 100vw, 641px\" \/><\/p>\n<p><strong>3.1 <\/strong><strong>Enabling the Data Analysis Toolpak<\/strong><\/p>\n<p><strong>Step 1: <\/strong>Right click anywhere on the ribbons and select <strong>Customize The Ribbon.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3859 size-full\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-5.png\" alt=\"Calculate Correlation Coefficient in Excel\" width=\"519\" height=\"219\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-5.png 519w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-5-300x127.png 300w\" sizes=\"(max-width: 519px) 100vw, 519px\" \/><\/p>\n<p><strong>Step 2: <\/strong>From <strong>Excel Options<\/strong> dialogue box, go to <strong>Add-ins<\/strong> tab and from<strong> Manage<\/strong> box select <strong>Excel Add-ins.<\/strong> Click on <strong>Go.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3861\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-6.png\" alt=\"Calculate Correlation Coefficient\" width=\"551\" height=\"457\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-6.png 551w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-6-300x249.png 300w\" sizes=\"(max-width: 551px) 100vw, 551px\" \/><\/p>\n<p><strong>Step 3: <\/strong>Check <strong>Analysis ToolPak<\/strong> box and click <strong>OK.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3863\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-7.png\" alt=\"Calculate Correlation Coefficient\" width=\"337\" height=\"461\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-7.png 337w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-7-219x300.png 219w\" sizes=\"(max-width: 337px) 100vw, 337px\" \/><\/p>\n<p><strong>3.2 <\/strong><strong>Calculating the Correlation Coefficient<\/strong><\/p>\n<p><strong>Step 1: <\/strong>Go to <strong>Data&gt;&gt;Data Analysis.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3864\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-8.png\" alt=\"Calculate Correlation Coefficient\" width=\"564\" height=\"169\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-8.png 564w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-8-300x90.png 300w\" sizes=\"(max-width: 564px) 100vw, 564px\" \/><\/p>\n<p><strong>Step 2: <\/strong>From the <strong>Data Analysis<\/strong> dialogue box select <strong>Correlation<\/strong> and click <strong>OK.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3865\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-9.png\" alt=\"Calculate Correlation Coefficient\" width=\"530\" height=\"272\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-9.png 530w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-9-300x154.png 300w\" sizes=\"(max-width: 530px) 100vw, 530px\" \/><\/p>\n<p><strong>Step 3: <\/strong>Choose the three series, including the headers, for the <strong>Input Range.<\/strong> Select <strong>Columns <\/strong>from <strong>Grouped By<\/strong> category, make sure <strong>Labels in first row<\/strong> is checked and finally choose where you want the resulting table inside <strong>Output Range<\/strong> box. Now click <strong>OK.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3866\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-10.png\" alt=\"Calculate Correlation Coefficient\" width=\"611\" height=\"372\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-10.png 611w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-10-300x183.png 300w\" sizes=\"(max-width: 611px) 100vw, 611px\" \/><\/p>\n<p><strong>Step 4:<\/strong> When you click OK, Excel will calculate the correlation coefficient for each series and will provide you with a table like the one below. This is a static table so any changes made inside the series won\u2019t be updated in this table, you have to repeat all the steps again to generate a new table for the changed or updated series.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3868\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-11.png\" alt=\"Calculate Correlation Coefficient\" width=\"641\" height=\"159\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-11.png 641w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-11-300x74.png 300w\" sizes=\"(max-width: 641px) 100vw, 641px\" \/><\/p>\n<p>Here, Height and Weight are positively correlated (0.94) but Weight and Salary (0.16) and Height and Salary (-0.19) are not correlated<\/p>\n<ol start=\"4\">\n<li><strong id=\"how-to-calculate-correlation-coefficient-in-exce-using-pearson-function\"> How to Calculate Correlation Coefficient in Excel Using PEARSON Function?<\/strong><\/li>\n<\/ol>\n<p><strong>Step 1: <\/strong>Instead of <strong>CORRELL<\/strong> function you can also use the <strong>PEARSON<\/strong> function to calculate correlation coefficient in Excel like the picture below.<\/p>\n<p><strong>=PEARSON(C2:C6,D2:D6)<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3869\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-12.png\" alt=\"Calculate Correlation Coefficient \" width=\"643\" height=\"393\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-12.png 643w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-12-300x183.png 300w\" sizes=\"(max-width: 643px) 100vw, 643px\" \/><\/p>\n<p><strong>Step 2: <\/strong>Once you enter the formula and hit Enter key you will see the correlation status between the two series you input inside the formula.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3870 size-full\" src=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-13.png\" alt=\"Calculate Correlation Coefficient in Excel\" width=\"627\" height=\"413\" srcset=\"https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-13.png 627w, https:\/\/www.bizinfograph.com\/resource\/wp-content\/uploads\/2023\/01\/Calculate-Correlation-Coefficient-13-300x198.png 300w\" sizes=\"(max-width: 627px) 100vw, 627px\" \/><\/p>\n<h2><strong>Application of Calculate Correlation Coefficient in Excel<\/strong><\/h2>\n<ul>\n<li><strong>Market Analysis<\/strong>: Use the correlation coefficient to assess the relationship between different financial indicators or stocks, aiding in investment decisions and portfolio management.<\/li>\n<li><strong>Customer Behavior Study<\/strong>: Calculate the correlation between different customer behaviors, such as purchase frequency and spending amount, to tailor marketing strategies effectively.<\/li>\n<li><strong>Product Performance Evaluation<\/strong>: Analyze the correlation between marketing spend and product sales to evaluate the effectiveness of advertising campaigns and budget allocation.<\/li>\n<li><strong>Risk Management<\/strong>: Determine the correlation between various risk factors and project outcomes to identify potential risk drivers and inform mitigation strategies.<\/li>\n<li><strong>Employee Performance Assessment<\/strong>: Calculate the correlation between employee satisfaction scores and their productivity levels to understand the impact of job satisfaction on performance.<\/li>\n<li><strong>Healthcare Research<\/strong>: Use correlation analysis to explore relationships between different health indicators, such as exercise frequency and blood pressure levels, contributing to medical studies and public health policies.<\/li>\n<\/ul>\n<p>For ready-to-use Dashboard Templates:<\/p>\n<ol>\n<li><a href=\"https:\/\/www.bizinfograph.com\/dashboard-templates#Finance\" target=\"_blank\" rel=\"noopener\">Financial Dashboards<\/a><\/li>\n<li><a href=\"https:\/\/www.bizinfograph.com\/dashboard-templates#Sales\" target=\"_blank\" rel=\"noopener\">Sales Dashboards<\/a><\/li>\n<li><a href=\"https:\/\/www.bizinfograph.com\/dashboard-templates#Human-Resource\" target=\"_blank\" rel=\"noopener\">HR Dashboards<\/a><\/li>\n<li><a href=\"https:\/\/www.executiveknowledge.org\/dashboard-templates\/35\" target=\"_blank\" rel=\"noopener\">Data Visualization Charts<\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Calculate Correlation Coefficient in Excel to unlock insightful data relationships and strengthen your analytical capabilities. This function allows you to measure and interpret the degree of association between two variables, facilitating informed decision-making and hypothesis testing. By integrating this statistical tool into your Excel skill set, you can enhance your ability to identify trends, predict &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.bizinfograph.com\/resource\/how-to-calculate-correlation-coefficient-in-excel\/\"> <span class=\"screen-reader-text\">How to Calculate Correlation Coefficient in Excel?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[456],"tags":[458,457],"class_list":["post-3852","post","type-post","status-publish","format-standard","hentry","category-calculate-correlation-coefficient","tag-calculate-correlation-coefficient","tag-calculate-correlation-coefficient-in-excel"],"_links":{"self":[{"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/posts\/3852","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/comments?post=3852"}],"version-history":[{"count":9,"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/posts\/3852\/revisions"}],"predecessor-version":[{"id":8842,"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/posts\/3852\/revisions\/8842"}],"wp:attachment":[{"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/media?parent=3852"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/categories?post=3852"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bizinfograph.com\/resource\/wp-json\/wp\/v2\/tags?post=3852"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}