{"id":6857,"date":"2024-03-18T09:37:28","date_gmt":"2024-03-18T09:37:28","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=6857"},"modified":"2024-03-18T09:37:28","modified_gmt":"2024-03-18T09:37:28","slug":"everything-you-need-to-know-about-data-manipulation","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/everything-you-need-to-know-about-data-manipulation\/","title":{"rendered":"Everything You Need to Know About Data Manipulation"},"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 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amp-story-captions {\n                margin-bottom: 16px;\n                text-align: center;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title><br \/>\nEverything You Need to Know About Data Manipulation<br \/>\n<\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=6857\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Pickl.AI\" publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"\nEverything You Need to Know About Data Manipulation\n\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/cropped-international-business-concept-scaled-1.jpg\"><amp-story-page id=\"4e17e648-0100-4c75-8ce0-156f5fbffdcd\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#86aba4\">\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-3cad58c7-4fc0-419b-95be-fd5cda5cb9f2\">\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:12.37864%;top:58.25243%;width:75%;height:41.58576%;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:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 0.7782101167315175% 0.7782101167315175% 0.7782101167315175% 0.7782101167315175%\" id=\"el-37bb8dfa-ad32-4d52-932a-0dcddd9c8052\">\n<h1 id=\"everything-you-need-to-know-about-data-manipulation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.5184061488673138% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.711974em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Everything You Need to Know About <\/span><span style=\"font-weight: 700; color: #ffd900\">Data Manipulation<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:77.18447%;height:50%;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-de42287f-ca3f-4a5f-aea2-9f898cd95b59\">\n<div style=\"position:absolute;width:100%;height:102.91263%;left:0%;top:-1.45631%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/international-business-concept.jpg\" alt=\"\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"2cc51c0c-3089-4eec-a21c-b5cf58f172e7\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#b6b0c6\">\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-1dad3acf-2045-4699-891d-eb9fe173a2e7\">\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:11.65049%;top:45.14563%;width:76.45631%;height:17.63754%;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-26cf324d-6cd2-42b7-b56f-0c4c00b516d5\">\n<div class=\"fill\" style=\"background-color:rgba(255,255,255,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:10.43689%;top:44.98382%;width:77.6699%;height:16.18123%;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:0.625% 0.625% 0.625% 0.625% \/ 2% 2% 2% 2%\" id=\"el-5ccec384-8b9b-41a0-a8a6-6328ea99c7f7\">\n<h1 id=\"data-everywhere\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.48920898437499916% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.695793em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline\">Data Everywhere!<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:77.18447%;height:38.83495%;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-523dcfc8-18e9-4d41-8fc8-4035d721d4a8\">\n<div style=\"position:absolute;width:102.82466%;height:100%;left:-1.41233%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-scaled.jpg\" alt=\"Global Internet\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-2048x1503.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-1536x1128.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-1024x752.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-768x564.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-300x220.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/man-writes-computer-with-world-map-150x110.jpg 150w\" sizes=\"(min-width: 1024px) 35vh, 77vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:67.31392%;width:73.54369%;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:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 1.680672268907563% 1.680672268907563% 1.680672268907563% 1.680672268907563%\" id=\"el-02f0e8de-9502-4146-96f9-f19ad6c2f005\">\n<h2 id=\"we-generate-tons-of-data-but-how-do-we-use-it\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8235973597359747% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.501618em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">We generate tons of data, but how do we use it?<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:34.46602%;top:90.93851%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-07e24140-e32c-4444-a38b-affe839c3725\"><a href=\"https:\/\/ https:\/\/pickl.ai\/blog\/data-manipulation-types-examples\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:74.51456%;top:100%;width:14.56311%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-9ef5d6cc-c39a-43c8-860c-36117f8236c4\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"aa28e1f7-5402-4e73-a9c4-d59a6136c522\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#7dadd3\">\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-fec7fde4-22c3-416f-9dfb-35fb5c114744\">\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:11.65049%;top:45.14563%;width:72.81553%;height:18.93204%;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-3cbc5752-bf6f-4066-bb07-d36c8e0e8e8f\">\n<div class=\"fill\" style=\"background-color:rgba(255,255,255,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.80583%;top:47.57282%;width:70.14563%;height:14.56311%;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:0.6920415224913495% 0.6920415224913495% 0.6920415224913495% 0.6920415224913495% \/ 2.2222222222222223% 2.2222222222222223% 2.2222222222222223% 2.2222222222222223%\" id=\"el-73ccfffa-9f1c-4050-914a-39c07061780d\">\n<h1 id=\"enter-data-manipulation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.4912954152249129% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.631068em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline\">Enter Data Manipulation<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.53398%;top:65.85761%;width:73.54369%;height:24.91909%;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:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 1.2987012987012987% 1.2987012987012987% 1.2987012987012987% 1.2987012987012987%\" id=\"el-7c1635c4-7c31-4b8d-8101-cb8cb96c11f1\">\n<h2 id=\"its-the-art-of-organizing-transforming-data-for-better-use\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8235973597359747% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.501618em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">It&#8217;s the art of organizing &amp; transforming data for better use.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.53398%;top:94.49838%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-4cf1fceb-c2df-477a-ba24-123421f42089\"><a href=\"https:\/\/pickl.ai\/blog\/data-manipulation-types-examples\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Data-Manipulation-1.jpg\" data-tooltip-text=\"Understanding Data Manipulation: Types &amp; Examples- Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:74.51456%;top:100%;width:14.56311%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-6098d5c8-5cb5-4b5d-bc52-3f9d0cd5a433\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:77.18447%;height:41.74757%;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-6e9fb251-129d-47ce-aa33-7d91e26e8879\">\n<div style=\"position:absolute;width:100%;height:123.25583%;left:0%;top:-11.62791%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/young-caucasian-man-avoiding-big-plastic-hand-white-background.jpg\" alt=\"\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"f68b2460-fc64-4cbe-89aa-e6ec96e5d371\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#c0bb97\">\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-be7f9234-98bb-4942-8505-7c3d243dd7f9\">\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:12.37864%;top:43.52751%;width:76.45631%;height:17.63754%;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-c9ad06bc-6fcc-4c1c-9639-fac72d975e94\">\n<div class=\"fill\" style=\"background-color:rgba(255,255,255,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:45.14563%;width:70.14563%;height:14.56311%;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:0.6920415224913495% 0.6920415224913495% 0.6920415224913495% 0.6920415224913495% \/ 2.2222222222222223% 2.2222222222222223% 2.2222222222222223% 2.2222222222222223%\" id=\"el-6b4da864-36a3-4999-bcc7-fa2c06765808\">\n<h1 id=\"cleaning-up-your-act\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.4912954152249129% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.631068em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline\">Cleaning Up Your Act<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:70.38835%;width:73.54369%;height:18.93204%;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:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 1.7094017094017095% 1.7094017094017095% 1.7094017094017095% 1.7094017094017095%\" id=\"el-bbd3a5f4-94ca-4f1e-9fab-4a07b8034f4e\">\n<h2 id=\"sort-filter-remove-errors-to-make-data-crystal-clear\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8235973597359747% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.501618em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #855244\">Sort, filter &amp; remove errors to make data crystal clear.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:74.51456%;top:100%;width:14.56311%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-70b63026-02f9-49f5-9e15-ed1c9b72f5a7\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.37864%;top:0;width:75%;height:38.02589%;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-79c86f68-dbdc-4172-a610-6908d67c6370\">\n<div style=\"position:absolute;width:105.08211%;height:100%;left:-2.54106%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3008&amp;h=2177&amp;fit=max\" alt=\"person using MacBook Pro\" srcSet=\"https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3008&amp;h=2177&amp;fit=max 3008w,https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2406&amp;h=1741&amp;fit=max 2406w,https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1804&amp;h=1306&amp;fit=max 1804w,https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1203&amp;h=871&amp;fit=max 1203w,https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=601&amp;h=435&amp;fit=max 601w,https:\/\/images.unsplash.com\/photo-1542744173-05336fcc7ad4?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxjbGVhbiUyMHVwJTIwZGF0YXxlbnwwfHx8fDE3MTA3NTIyMTd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=246&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 34vh, 75vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"29a04c99-e62f-473a-b372-d47b8a67825c\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ce847d\">\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-3e206ff4-9e4a-4db8-a980-4d6a431b28ad\">\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:11.65049%;top:46.76375%;width:76.45631%;height:20.38835%;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-3345f306-ca95-4af3-8754-29c3e3ab13c8\">\n<div class=\"fill\" style=\"background-color:rgba(255,255,255,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.80583%;top:49.83819%;width:70.14563%;height:14.56311%;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:0.6920415224913495% 0.6920415224913495% 0.6920415224913495% 0.6920415224913495% \/ 2.2222222222222223% 2.2222222222222223% 2.2222222222222223% 2.2222222222222223%\" id=\"el-302114d6-0d8f-4c9d-a806-0a36426e9770\">\n<h1 id=\"unveiling-the-picture\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.4912954152249129% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.631068em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline; color: #fff\">Unveiling the Picture<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:71.52104%;width:73.54369%;height:18.93204%;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:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 1.7094017094017095% 1.7094017094017095% 1.7094017094017095% 1.7094017094017095%\" id=\"el-bc264e9c-c7cf-44a7-87e8-5c0af14ece0b\">\n<h2 id=\"find-hidden-patterns-trends-to-gain-valuable-insights\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8235973597359747% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.501618em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Find hidden patterns &amp; trends to gain valuable insights.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:33.49515%;top:94.82201%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-6c1e67c0-2243-4882-9c54-db8e0dd5cfe0\"><a href=\"https:\/\/pickl.ai\/blog\/future-of-data-science\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:74.51456%;top:100%;width:14.56311%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-c9a78499-098e-4079-afb3-4ef6c5974cdb\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:76.45631%;height:45.30744%;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-fffffe5c-d8aa-40e6-a4c1-3321a166de94\">\n<div style=\"position:absolute;width:100%;height:140.6337%;left:0%;top:-20.31685%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3235&amp;h=4044&amp;fit=max\" alt=\"a person holding a cell phone in their hand\" srcSet=\"https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3235&amp;h=4044&amp;fit=max 3235w,https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2588&amp;h=3235&amp;fit=max 2588w,https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1941&amp;h=2426&amp;fit=max 1941w,https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1294&amp;h=1618&amp;fit=max 1294w,https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=647&amp;h=809&amp;fit=max 647w,https:\/\/images.unsplash.com\/photo-1622782914767-404fb9ab3f57?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxpbnNpZ2h0c3xlbnwwfHx8fDE3MTA3NTI0MjF8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=425&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 34vh, 76vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"73a8bc18-68bc-44fc-9951-f7d7e35593b1\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#b6b6b6\">\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-0e325143-62fa-40f3-bb0a-f3abd6e42430\">\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:12.13592%;top:39.15858%;width:76.45631%;height:15.21036%;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-cd9c82b6-e18f-4102-b169-db17c26f4452\">\n<div class=\"fill\" style=\"background-color:rgba(255,255,255,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.71845%;top:43.68932%;width:69.17476%;height:6.14887%;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% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-f1e459ed-ca3c-4289-a291-fbe40d8b8f15\">\n<h2 id=\"marketing-magic\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.43432017543859663% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.550162em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline; color: #ffd900\">Marketing Magic<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:7.76699%;top:61.16505%;width:81.31068%;height:27.50809%;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:0.5970149253731344% 0.5970149253731344% 0.5970149253731344% 0.5970149253731344% \/ 1.1764705882352942% 1.1764705882352942% 1.1764705882352942% 1.1764705882352942%\" id=\"el-0eb94c15-97bc-4989-9b37-ab2a12518b2b\">\n<h2 id=\"target-the-right-audience-with-data-driven-marketing-campaigns\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8170149253731348% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.550162em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Target the right audience with data-driven marketing campaigns.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div 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transforming, and analysing information. Read this blog post to learn more about data manipulation in data science.\n","protected":false},"author":1,"featured_media":6860,"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-6857","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>Everything You Need to Know About Data Manipulation - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Learn about data manipulation strategies for extracting, transforming, and analysing information. 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