{"id":8021,"date":"2024-06-21T07:21:25","date_gmt":"2024-06-21T07:21:25","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=8021"},"modified":"2024-06-21T07:21:28","modified_gmt":"2024-06-21T07:21:28","slug":"exploratory-data-analysis-eda-through-visualization","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploratory-data-analysis-eda-through-visualization\/","title":{"rendered":"Exploratory Data Analysis (EDA) through Visualization"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/><link 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2304w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxODk1Mzg0NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1152&amp;h=768&amp;fit=max 1152w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxODk1Mzg0NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 120vh, 267vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.50485%;top:39.96764%;width:66.26214%;height:27.6699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 1.1695906432748537% 1.1695906432748537% 1.1695906432748537% 1.1695906432748537%\" id=\"el-cc10c321-fb82-4cef-8a3c-51dd2d548af7\">\n<h1 id=\"exploratory-data-analysis-eda-through-visualization\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Exploratory Data Analysis (EDA) through Visualization<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"509c5a4f-43bc-4a8b-bedc-67a207bfe1d4\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c679259c-08f9-4e64-a488-6653656c1117\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-eefc921d-37b3-4a21-a327-c2a4f909b6c9\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#6d9fff\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-b1f4bc5c-b5a1-48f7-a926-1ab7f3013fa7\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:36.8932%;width:66.26214%;height:20.71197%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 1.5625% 1.5625% 1.5625% 1.5625%\" id=\"el-08eadd13-33f8-42b4-9b67-83fc15f95a5b\">\n<h1 id=\"exploratory-data-analysis-with-visualization\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Exploratory Data Analysis with Visualization<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:60.67961%;width:67.23301%;height:28.9644%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7220216606498195% 0.7220216606498195% 0.7220216606498195% 0.7220216606498195% \/ 1.1173184357541899% 1.1173184357541899% 1.1173184357541899% 1.1173184357541899%\" id=\"el-8aa317d4-37fd-4b6a-b09e-867fc040a9e0\">\n<h3 id=\"uncover-the-hidden-insights-within-your-data-exploratory-data-analysis-eda-is-your-key-to-understanding-patterns\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12691787003610108% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Uncover the hidden insights within your data! Exploratory Data Analysis (EDA) is your key to understanding patterns.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.68932%;top:3.8835%;width:63.59223%;height:25.08091%;opacity:1\">\n<div id=\"anim-c679259c-08f9-4e64-a488-6653656c1117\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-eefc921d-37b3-4a21-a327-c2a4f909b6c9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-77c875ec-fc6e-4e90-ac9a-18737c908b83\">\n<div style=\"position:absolute;width:100%;height:120.39888%;left:0%;top:-10.19944%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:18.68932%;top:36.08414%;width:63.59223%;height:13.91586%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-5c7166cd-0f81-4f13-bde0-a47ddd27239f\">\n<div class=\"fill\" style=\"background-color:#fff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:36.08414%;width:66.74757%;height:25.40453%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-3f6186b5-76cd-4859-9794-570caaf4afa2\">\n<div class=\"fill\" style=\"background-color:#e0aaff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.74757%;top:65.37217%;width:66.74757%;height:28.80259%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9a0d9e3a-8934-44f1-b046-84cb2ddf43d6\">\n<div class=\"fill\" style=\"background-color:#e0aaff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:36.8932%;width:66.26214%;height:6.79612%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 4.761904761904762% 4.761904761904762% 4.761904761904762% 4.761904761904762%\" id=\"el-6282da25-dda7-42ad-b9f8-0447c197d63f\">\n<h1 id=\"what-is-eda\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">What is EDA?<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:51.61812%;width:67.23301%;height:33.81877%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7220216606498195% 0.7220216606498195% 0.7220216606498195% 0.7220216606498195% \/ 0.9569377990430622% 0.9569377990430622% 0.9569377990430622% 0.9569377990430622%\" id=\"el-4ccc0643-41db-42b6-a903-213af6305b36\">\n<h3 id=\"eda-is-the-initial-detective-work-in-data-analysis-its-where-you-get-to-know-your-data-identify-potential-issues-and-start-forming-questions\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12691787003610108% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">EDA is the initial detective work in data analysis. It&#8217;s where you get to know your data, identify potential issues, and start forming questions.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.68932%;top:3.8835%;width:63.59223%;height:28.47896%;opacity:1\">\n<div id=\"anim-4d6c5cd8-c045-4a9a-b734-73cf930228ca\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-f14ecc7b-2a10-4b7c-b299-036dc8c87600\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-dedad7fa-701c-4ad5-9f70-c2d2c575d7b4\">\n<div style=\"position:absolute;width:100.76335%;height:100%;left:-0.38167%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5760&amp;h=3840&amp;fit=max\" alt=\"Matrix movie still\" srcSet=\"https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5760&amp;h=3840&amp;fit=max 5760w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4608&amp;h=3072&amp;fit=max 4608w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3456&amp;h=2304&amp;fit=max 3456w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2304&amp;h=1536&amp;fit=max 2304w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1152&amp;h=768&amp;fit=max 1152w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 29vh, 64vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.12621%;top:91.42395%;width:42.71845%;height:5.66343%;opacity:1\">\n<div id=\"anim-bb00b670-7517-4ecb-b062-47f5dbe3253a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-66d6d751-ed3b-4103-9f76-342e2f8a6324\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.1363636363636365% 1.1363636363636365% 1.1363636363636365% 1.1363636363636365% \/ 5.714285714285714% 5.714285714285714% 5.714285714285714% 5.714285714285714%\" id=\"el-47ad4a4f-f757-43a6-a6ea-89c138696910\"><a href=\"https:\/\/pickl.ai\/blog\/master-data-analytics-earn-your-online-certification-today\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"read-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.23970170454545456% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #003bad\">Read more<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"a27078f5-36dc-432d-aea9-049d3e3c0e64\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-fcdd7f8c-2289-4597-b992-e9414e32bb7e\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-55512d29-4bac-4e6e-9130-d294146d78f8\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ffffb7\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-6214292a-4167-4bdb-bd5c-57443546fd6d\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:18.4466%;top:35.43689%;width:66.26214%;height:20.71197%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 1.5625% 1.5625% 1.5625% 1.5625%\" id=\"el-52de294e-8ed0-4af0-bf12-414056e7e2d2\">\n<h1 id=\"why-is-visualization-important\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Why is Visualization Important?<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.26214%;top:58.89968%;width:67.23301%;height:33.98058%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7220216606498195% 0.7220216606498195% 0.7220216606498195% 0.7220216606498195% \/ 0.9523809523809524% 0.9523809523809524% 0.9523809523809524% 0.9523809523809524%\" id=\"el-286dc90f-f9cd-4123-b4c7-4d2e25c67588\">\n<h3 id=\"the-human-brain-processes-visuals-much-faster-than-raw-numbers-visualization-helps-you-identify-patterns-relationships\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12691787003610108% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">The human brain processes visuals much faster than raw numbers.<\/span><br \/>\n<span style=\"font-weight: 700\">Visualization helps you identify patterns relationships.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.66019%;top:3.8835%;width:63.59223%;height:28.47896%;transform:rotate(1deg);opacity:1\">\n<div id=\"anim-fcdd7f8c-2289-4597-b992-e9414e32bb7e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-55512d29-4bac-4e6e-9130-d294146d78f8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-e02c8ef2-b691-4a3a-bb20-3e00194b0e51\">\n<div style=\"position:absolute;width:100%;height:107.1394%;left:0%;top:-3.5697%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2947&amp;h=2121&amp;fit=max\" alt=\"turned on monitoring screen\" srcSet=\"https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2947&amp;h=2121&amp;fit=max 2947w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2357&amp;h=1696&amp;fit=max 2357w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1768&amp;h=1272&amp;fit=max 1768w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1178&amp;h=848&amp;fit=max 1178w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=589&amp;h=424&amp;fit=max 589w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=245&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 29vh, 64vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"9a4c415b-b42c-40bd-8b93-45ac4068085f\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d9ba3920-bf6c-4cdb-acbd-b22524548658\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-32199335-101c-4f3b-857a-135e2e185523\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-caab387e-2994-444f-bdbb-324100a210c7\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-98941583-5c32-47da-b0ec-4029bc2bb4b1\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#000\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-bf3d6463-8735-4293-8d35-12309b62e258\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:37.21683%;width:66.26214%;height:20.71197%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 1.5625% 1.5625% 1.5625% 1.5625%\" id=\"el-97cedec2-567a-44b9-820c-2b3d5b11a2d2\">\n<h1 id=\"common-eda-visualization-techniques\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Common EDA Visualization Techniques<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.32039%;top:62.45955%;width:71.35922%;height:29.12621%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6802721088435374% 0.6802721088435374% 0.6802721088435374% 0.6802721088435374% \/ 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112%\" id=\"el-ea57e6f5-d940-4991-840c-e4b8a2c42bdb\">\n<h3 id=\"histograms-reveal-the-distribution-of-your-data-scatter-plots-explore-relationships-between-two-variables\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11957908163265306% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Histograms: Reveal the distribution of your data<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">&nbsp;Scatter Plots: Explore relationships between two variables.<\/span><\/p>\n<p><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.66019%;top:3.8835%;width:63.59223%;height:28.47896%;transform:rotate(1deg);opacity:1\">\n<div id=\"anim-d9ba3920-bf6c-4cdb-acbd-b22524548658\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-32199335-101c-4f3b-857a-135e2e185523\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ea671cd5-e801-49dc-9f7f-15077320406f\">\n<div style=\"position:absolute;width:100%;height:107.1394%;left:0%;top:-3.5697%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2947&amp;h=2121&amp;fit=max\" alt=\"turned on monitoring screen\" srcSet=\"https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2947&amp;h=2121&amp;fit=max 2947w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2357&amp;h=1696&amp;fit=max 2357w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1768&amp;h=1272&amp;fit=max 1768w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1178&amp;h=848&amp;fit=max 1178w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=589&amp;h=424&amp;fit=max 589w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=245&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 29vh, 64vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.61165%;top:91.58576%;width:43.68932%;height:5.66343%;opacity:1\">\n<div id=\"anim-caab387e-2994-444f-bdbb-324100a210c7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-98941583-5c32-47da-b0ec-4029bc2bb4b1\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% \/ 5.714285714285714% 5.714285714285714% 5.714285714285714% 5.714285714285714%\" id=\"el-8451169d-19c8-4ac5-92ca-e0e9f114a8ea\"><a href=\"https:\/\/pickl.ai\/blog\/strategies-for-transitioning-your-career-from-data-analyst-to-data-scientist-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"read-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.234375% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #6d9fff\">R<\/span><span style=\"font-weight: 700; color: #6d9fff\">ead more<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"c2a1fe65-74cd-475f-bb47-97fef7f43595\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-12ae5580-2db1-4717-9646-5fe0abed449f\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-8775fb7d-40dd-4cc9-836e-038b598bde15\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ffffb7\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-329750fc-7e6a-4c05-99b8-92b717f408de\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.74757%;top:37.21683%;width:66.26214%;height:20.71197%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 1.5625% 1.5625% 1.5625% 1.5625%\" id=\"el-b32320a4-5585-4a71-9daf-53ae2a13555c\">\n<h1 id=\"benefits-of-effective-visualization\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Benefits of Effective Visualization<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.29126%;top:62.45955%;width:69.17476%;height:29.12621%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7017543859649122% 0.7017543859649122% 0.7017543859649122% 0.7017543859649122% \/ 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112%\" id=\"el-f07d9e1c-eb68-4cf7-9ddd-6619884514b6\">\n<h3 id=\"clear-visualizations-can-spark-ideas-and-hypotheses-help-you-communicate-insights-to-others\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12335526315789473% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Clear visualizations can:<\/span><br \/>\n<span style=\"font-weight: 700\">&nbsp;Spark ideas and hypotheses<\/span><br \/>\n<span style=\"font-weight: 700\">&nbsp;Help you communicate insights to others<\/span><\/p>\n<p><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:3.8835%;width:63.59223%;height:28.47896%;transform:rotate(1deg);opacity:1\">\n<div id=\"anim-12ae5580-2db1-4717-9646-5fe0abed449f\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-8775fb7d-40dd-4cc9-836e-038b598bde15\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-c75412be-dfbf-41c1-a0d0-511355ca2e86\">\n<div style=\"position:absolute;width:100.76335%;height:100%;left:-0.38167%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3999&amp;h=2666&amp;fit=max\" alt=\"black and silver laptop computer\" srcSet=\"https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3999&amp;h=2666&amp;fit=max 3999w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3199&amp;h=2133&amp;fit=max 3199w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2399&amp;h=1599&amp;fit=max 2399w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1599&amp;h=1066&amp;fit=max 1599w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=799&amp;h=533&amp;fit=max 799w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhfGVufDB8fHx8MTcxNjE0MTc2MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 29vh, 64vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"68ab5d3d-8650-4009-92ab-85a0bfd3c265\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b51ddd90-f395-4e84-a692-071fcaecf1f8\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d7a0d536-dcf8-4606-962b-13f31b206669\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-296e71bd-0f52-4451-a552-89741d13923b\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b979dae5-d568-410e-949b-3da34adb5c27\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ff758f\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-a05fa0db-ead9-4cc9-8ee0-3ccfa58d3a6b\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.74757%;top:39.96764%;width:66.26214%;height:13.75405%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 2.3529411764705883% 2.3529411764705883% 2.3529411764705883% 2.3529411764705883%\" id=\"el-5e48fab5-cfec-4eed-a27f-5e6daf41b54c\">\n<h1 id=\"ready-to-start-exploring\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Ready to Start Exploring?<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.1068%;top:59.2233%;width:69.90291%;height:23.94822%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6944444444444444% 0.6944444444444444% 0.6944444444444444% 0.6944444444444444% \/ 1.3513513513513513% 1.3513513513513513% 1.3513513513513513% 1.3513513513513513%\" id=\"el-1bcbdbcd-68a1-4a54-bc1f-ae119120d044\">\n<h3 id=\"some-popular-choices-include-tableau-power-bigoogle-data-studio\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1220703125% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Some popular choices include:<\/span><br \/>\n<span style=\"font-weight: 700\">&nbsp;Tableau<\/span><br \/>\n<span style=\"font-weight: 700\">&nbsp;Power BI<\/span><br \/>\n<span style=\"font-weight: 700\">Google Data Studio<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.96117%;top:3.8835%;width:63.59223%;height:28.47896%;transform:rotate(360deg);opacity:1\">\n<div id=\"anim-b51ddd90-f395-4e84-a692-071fcaecf1f8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-d7a0d536-dcf8-4606-962b-13f31b206669\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9a5dc479-b254-4620-a3c7-77719bfc9883\">\n<div style=\"position:absolute;width:100.76335%;height:100%;left:-0.38167%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max\" alt=\"person using MacBook Pro\" srcSet=\"https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max 6000w,https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4800&amp;h=3200&amp;fit=max 4800w,https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3600&amp;h=2400&amp;fit=max 3600w,https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2400&amp;h=1600&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1200&amp;h=800&amp;fit=max 1200w,https:\/\/images.unsplash.com\/photo-1538688273852-e29027c0c176?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 29vh, 64vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.36893%;top:91.10032%;width:46.84466%;height:5.82524%;opacity:1\">\n<div id=\"anim-296e71bd-0f52-4451-a552-89741d13923b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-b979dae5-d568-410e-949b-3da34adb5c27\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.0362694300518136% 1.0362694300518136% 1.0362694300518136% 1.0362694300518136% \/ 5.555555555555555% 5.555555555555555% 5.555555555555555% 5.555555555555555%\" id=\"el-c6c37fef-00a9-4115-9c46-f94524a9b176\"><a href=\"https:\/\/pickl.ai\/blog\/benefits-of-learning-tableau-for-data-analysts\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"read-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.2185880829015544% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">Read more<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"1b9c358f-0c50-4c58-bc11-fdaec37baf37\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-004bcbda-2a66-487b-a7bc-57e1abbbb8da\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.74757%;top:39.96764%;width:66.26214%;height:13.75405%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7326007326007326% 0.7326007326007326% 0.7326007326007326% 0.7326007326007326% \/ 2.3529411764705883% 2.3529411764705883% 2.3529411764705883% 2.3529411764705883%\" id=\"el-8931e746-6dc1-4d6e-899a-ab9d76f69374\">\n<h1 id=\"dive-deeper-into-your-data\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11950549450549383% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Dive Deeper into Your Data!<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:61.32686%;width:68.20388%;height:19.25566%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7117437722419928% 0.7117437722419928% 0.7117437722419928% 0.7117437722419928% \/ 1.680672268907563% 1.680672268907563% 1.680672268907563% 1.680672268907563%\" id=\"el-029d93cb-d0fe-48bd-96f3-7879907f78f3\">\n<h3 id=\"eda-with-visualization-is-a-powerful-tool-for-unlocking-the-secrets-within-your-data\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12511120996441283% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">EDA with visualization is a powerful tool for unlocking the secrets within your data.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.96117%;top:3.8835%;width:63.59223%;height:28.47896%;transform:rotate(360deg);opacity:1\">\n<div id=\"anim-004bcbda-2a66-487b-a7bc-57e1abbbb8da\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-18027a1e-0bbf-4832-90f7-0839ea44d93d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-e9fb1545-838e-4e40-972e-c82d90ff069a\">\n<div style=\"position:absolute;width:100.76335%;height:100%;left:-0.38167%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5184&amp;h=3456&amp;fit=max\" alt=\"shallow focus photography of computer codes\" srcSet=\"https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5184&amp;h=3456&amp;fit=max 5184w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4147&amp;h=2765&amp;fit=max 4147w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3110&amp;h=2073&amp;fit=max 3110w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2073&amp;h=1382&amp;fit=max 2073w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1036&amp;h=691&amp;fit=max 1036w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTYxNDE3NjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 29vh, 64vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Master data storytelling! This guide explores Exploratory Data Analysis (EDA) using data visualization techniques. Learn how to choose the right visualizations to unlock insights from your data.\n","protected":false},"author":9,"featured_media":10239,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-8021","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Exploratory Data Analysis (EDA) through Visualization - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Master data storytelling! 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