{"id":2672,"date":"2020-12-18T18:44:59","date_gmt":"2020-12-19T02:44:59","guid":{"rendered":"https:\/\/www.lightsondata.com\/?post_type=tva_lesson&#038;p=2672"},"modified":"2020-12-23T23:04:06","modified_gmt":"2020-12-24T07:04:06","slug":"selecting-the-right-visual-distribution","status":"publish","type":"tva_lesson","link":"https:\/\/www.lightsondata.com\/course\/selecting-the-right-visual-distribution\/","title":{"rendered":"Selecting the Right Visual: Distribution"},"content":{"rendered":"<h2>Types of Visuals<\/h2>\n<h4><\/h4>\n<h3>Histogram<\/h3>\n<p><span><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"2735\" data-permalink=\"https:\/\/www.lightsondata.com\/selecting-the-right-visual-v6a-65\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?fit=1909%2C1068&amp;ssl=1\" data-orig-size=\"1909,1068\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Selecting-the-Right-Visual-V6a-65\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?fit=300%2C168&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?fit=1024%2C573&amp;ssl=1\" alt=\"\" data-id=\"2735\" width=\"749\" data-init-width=\"1024\" height=\"419\" data-init-height=\"573\" title=\"Selecting-the-Right-Visual-V6a-65\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65-1024x573.jpg?resize=749%2C419&#038;ssl=1\" data-width=\"749\" data-height=\"419\" data-lazy-src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65-1024x573.jpg?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"2735\" data-permalink=\"https:\/\/www.lightsondata.com\/selecting-the-right-visual-v6a-65\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?fit=1909%2C1068&amp;ssl=1\" data-orig-size=\"1909,1068\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Selecting-the-Right-Visual-V6a-65\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?fit=300%2C168&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?fit=1024%2C573&amp;ssl=1\" alt=\"\" data-id=\"2735\" width=\"749\" data-init-width=\"1024\" height=\"419\" data-init-height=\"573\" title=\"Selecting-the-Right-Visual-V6a-65\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-65.jpg?resize=749%2C419&#038;ssl=1\" data-width=\"749\" data-height=\"419\"><\/span><\/p>\n<p><strong>Intention:<\/strong><\/p>\n<ul>\n<li>Show the frequency and shape of distribution<\/li>\n<\/ul>\n<p><strong>Considerations:<\/strong><\/p>\n<ul>\n<li>Having the gap in between the bars too wide can make it resemble a bar chart<\/li>\n<\/ul>\n<h3>Univariate scatter plot<\/h3>\n<p><span><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"2736\" data-permalink=\"https:\/\/www.lightsondata.com\/selecting-the-right-visual-v6a-66\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-scaled.jpg?fit=2560%2C1440&amp;ssl=1\" data-orig-size=\"2560,1440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Selecting-the-Right-Visual-V6a-66\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-scaled.jpg?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-scaled.jpg?fit=1024%2C576&amp;ssl=1\" alt=\"\" data-id=\"2736\" width=\"749\" data-init-width=\"1024\" height=\"421\" data-init-height=\"576\" title=\"Selecting-the-Right-Visual-V6a-66\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-1024x576.jpg?resize=749%2C421&#038;ssl=1\" data-width=\"749\" data-height=\"421\" data-lazy-src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-1024x576.jpg?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"2736\" data-permalink=\"https:\/\/www.lightsondata.com\/selecting-the-right-visual-v6a-66\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-scaled.jpg?fit=2560%2C1440&amp;ssl=1\" data-orig-size=\"2560,1440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Selecting-the-Right-Visual-V6a-66\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-scaled.jpg?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66-scaled.jpg?fit=1024%2C576&amp;ssl=1\" alt=\"\" data-id=\"2736\" width=\"749\" data-init-width=\"1024\" height=\"421\" data-init-height=\"576\" title=\"Selecting-the-Right-Visual-V6a-66\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-66.jpg?resize=749%2C421&#038;ssl=1\" data-width=\"749\" data-height=\"421\"><\/span><\/p>\n<p><strong>Intention:<\/strong><\/p>\n<ul>\n<li>Display distribution for multiple categories<\/li>\n<\/ul>\n<p><strong>Considerations:<\/strong><\/p>\n<ul>\n<li>You can add reference lines to show average, median, sum, minimum, maximum, etc.<\/li>\n<\/ul>\n<h3>Box and whisker plot<\/h3>\n<p><span><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"2737\" data-permalink=\"https:\/\/www.lightsondata.com\/selecting-the-right-visual-v6a-67\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-scaled.jpg?fit=2560%2C1440&amp;ssl=1\" data-orig-size=\"2560,1440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Selecting-the-Right-Visual-V6a-67\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-scaled.jpg?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-scaled.jpg?fit=1024%2C576&amp;ssl=1\" alt=\"\" data-id=\"2737\" width=\"749\" data-init-width=\"1024\" height=\"421\" data-init-height=\"576\" title=\"Selecting-the-Right-Visual-V6a-67\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-1024x576.jpg?resize=749%2C421&#038;ssl=1\" data-width=\"749\" data-height=\"421\" data-lazy-src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-1024x576.jpg?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"2737\" data-permalink=\"https:\/\/www.lightsondata.com\/selecting-the-right-visual-v6a-67\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-scaled.jpg?fit=2560%2C1440&amp;ssl=1\" data-orig-size=\"2560,1440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Selecting-the-Right-Visual-V6a-67\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-scaled.jpg?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67-scaled.jpg?fit=1024%2C576&amp;ssl=1\" alt=\"\" data-id=\"2737\" width=\"749\" data-init-width=\"1024\" height=\"421\" data-init-height=\"576\" title=\"Selecting-the-Right-Visual-V6a-67\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.lightsondata.com\/wp-content\/uploads\/2020\/12\/Selecting-the-Right-Visual-V6a-67.jpg?resize=749%2C421&#038;ssl=1\" data-width=\"749\" data-height=\"421\"><\/span><\/p>\n<p><strong>Intention:<\/strong><\/p>\n<ul>\n<li>Display distribution for multiple categories and show statistical summary<\/li>\n<\/ul>\n<p><strong>Considerations:<\/strong><\/p>\n<ul>\n<li>First gauge if an audience would appreciate this type of chart or rather be overwhelmed by its details<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2672","tva_lesson","type-tva_lesson","status-publish","hentry","tva_courses-data-visualization-for-data-storytelling","post-wrapper","thrv_wrapper"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>LightsOnData<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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