{"id":5924,"date":"2026-10-07T20:22:40","date_gmt":"2026-10-07T18:22:40","guid":{"rendered":"https:\/\/skillagility.com\/en\/resources\/scatter-plot-correlation\/"},"modified":"2026-10-11T14:12:10","modified_gmt":"2026-10-11T12:12:10","password":"","slug":"scatter-plot-correlation","status":"publish","type":"docs","link":"https:\/\/skillagility.com\/en\/resources\/scatter-plot-correlation\/","title":{"rendered":"Scatter Plot &#038; Correlation"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Does your suspected cause move together with your problem? The Scatter Plot shows it, and the correlation coefficient puts a number on it. Watch the short video, then work with the toolkit PDF: it explains the method, shows a worked example and gives you a blank template to fill in.<\/p>\n\n\n\n<div class=\"wp-block-group ska-tk-video is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"ska-tk-label wp-block-paragraph\">Tool video<\/p>\n\n\n<p class=\"wp-block-paragraph\">The short tool video will appear here.<\/p>\n<\/div>\n\n\n        <div id=\"ep-gutenberg-content-b0ba68a6a943cb246055f501bdbc8275\" class=\"ep-gutenberg-content aligncenter ep-percentage-width   ep-content-protection-disabled\" data-embed-type=\"PDF\" data-embed-url=\"https:\/\/skillagility.com\/wp-content\/uploads\/2026\/10\/Scatter-Plot-Correlation_Toolkit_EN.pdf\">\n            <div class=\"embedpress-inner-iframe emebedpress-unit-percent ep-doc-b0ba68a6a943cb246055f501bdbc8275\" style=\"max-width:100%\" id=\"embedpress-pdf-scatter-plot-correlation-en\">\n                <div >\n                    <div class=\"ep-embed-content-wraper\"><div class=\"position-right-wraper gutenberg-pdf-wraper\"><iframe title=\"Scatter-Plot-Correlation_Toolkit_EN\" class=\"embedpress-embed-document-pdf embedpress-pdf-scatter-plot-correlation-en\" style=\"width:100%;height:640px; max-width:100%; display: inline-block\" src=\"https:\/\/skillagility.com\/wp-content\/plugins\/embedpress\/assets\/pdf\/web\/viewer.html?&#038;file=https%3A%2F%2Fskillagility.com%2Fwp-content%2Fuploads%2F2026%2F10%2FScatter-Plot-Correlation_Toolkit_EN.pdf#key=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\" frameborder=\"0\" oncontextmenu=\"return false;\"><\/iframe> <\/div><\/div>                <\/div>\n            <\/div>\n        <\/div>\n    \n\n\n<h2 id=\"in-short\" class=\"wp-block-heading\">Scatter Plot &amp; Correlation in short<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Pair your data.<\/strong> Two columns: X (cause) and Y (effect). Each row is one matched pair.<\/li>\n\n\n<li><strong>Insert the chart.<\/strong> In your spreadsheet: Insert \u203a Chart \u203a Scatter, without connecting lines.<\/li>\n\n\n<li><strong>Label it clearly.<\/strong> A title that states the question, both axes with units.<\/li>\n\n\n<li><strong>Read the pattern.<\/strong> Up to the right: positive. Down to the right: negative. A cloud: none.<\/li>\n\n\n<li><strong>Quantify it.<\/strong> Calculate r. Add a trend line to estimate how much Y changes per unit of X.<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-group ska-tk-key is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"ska-tk-label wp-block-paragraph\">Key points<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>X on the horizontal, Y on the vertical axis.<\/li>\n\n\n<li>r near \u00b10.7 or more: strong; \u00b10.3 to 0.5: moderate.<\/li>\n\n\n<li>Regression predicts Y from X.<\/li>\n\n\n<li>Correlation prioritizes, it does not prove.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"ska-tk-related wp-block-paragraph\"><strong>Excel tool:<\/strong> <a href=\"https:\/\/skillagility.com\/wp-content\/uploads\/2026\/10\/B303_Statistics-Tool_EN.xlsx\" download>Statistics Tool (.xlsx)<\/a><\/p>\n\n\n\n<p class=\"ska-tk-related wp-block-paragraph\"><strong>Related tools:<\/strong> <a href=\"https:\/\/skillagility.com\/en\/resources\/hypothesis-test-selector\/\">Hypothesis Test Selector<\/a> \u00b7 <a href=\"https:\/\/skillagility.com\/en\/resources\/chart-selection-guide\/\">Chart Selection Guide<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Does your suspected cause move together with your problem? The Scatter Plot shows it, and the correlation coefficient puts a number on it. Watch the short video, then work with the toolkit PDF: it explains the method, shows a worked example and gives you a blank template to fill in. Tool video The short tool [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_gspb_post_css":"","footnotes":""},"doc_category":[155],"doc_tag":[],"knowledge_base":[151],"class_list":["post-5924","docs","type-docs","status-publish","hentry","doc_category-03-analyze","knowledge_base-b303-lean-six-sigma"],"year_month":"2026-10","word_count":182,"total_views":0,"reactions":{"happy":0,"normal":0,"sad":0},"author_info":{"name":"Stefan Lachmann","author_nicename":"stefan-lachmann","author_url":"https:\/\/skillagility.com\/en\/author\/stefan-lachmann\/"},"doc_category_info":[{"term_name":"03 ANALYZE","term_url":"https:\/\/skillagility.com\/en\/resources\/b303-lean-six-sigma\/03-analyze\/"}],"doc_tag_info":[],"knowledge_base_info":[{"term_name":"B303 Lean Six Sigma","term_url":"https:\/\/skillagility.com\/en\/resources\/b303-lean-six-sigma\/","term_slug":"b303-lean-six-sigma"}],"knowledge_base_slug":["b303-lean-six-sigma"],"_links":{"self":[{"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/docs\/5924","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/types\/docs"}],"author":[{"embeddable":true,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/comments?post=5924"}],"version-history":[{"count":1,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/docs\/5924\/revisions"}],"predecessor-version":[{"id":6465,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/docs\/5924\/revisions\/6465"}],"wp:attachment":[{"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/media?parent=5924"}],"wp:term":[{"taxonomy":"doc_category","embeddable":true,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/doc_category?post=5924"},{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/doc_tag?post=5924"},{"taxonomy":"knowledge_base","embeddable":true,"href":"https:\/\/skillagility.com\/en\/wp-json\/wp\/v2\/knowledge_base?post=5924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}