{"id":5387,"date":"2023-11-23T11:58:07","date_gmt":"2023-11-23T11:58:07","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=5387"},"modified":"2023-11-23T11:58:08","modified_gmt":"2023-11-23T11:58:08","slug":"improving-data-quality","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/improving-data-quality\/","title":{"rendered":"Improving Data Quality"},"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=Anton&amp;family=Alegreya%3Awght%40700&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/><link 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margin-bottom: 16px;\n                text-align: center;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title>Improving Data Quality<\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=5387\"\/><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=\"Improving Data Quality\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/cropped-Blue-Modern-Data-Analysis-Your-Story-2.png\"><amp-story-page id=\"5edd98f4-f65c-4199-94d4-222d5fae9126\" 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:#d3d3c2\">\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-733f5f39-168d-4431-9f00-19e866423502\">\n<div style=\"position:absolute;width:107%;height:107%;left:-3.5%;top:-3.5%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2.png\" alt=\"Blue Modern Data Analysis Your Story (2)\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2.png 1080w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2-864x1536.png 864w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2-768x1365.png 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2-576x1024.png 576w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2-169x300.png 169w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/Blue-Modern-Data-Analysis-Your-Story-2-150x267.png 150w\" sizes=\"(min-width: 1024px) 49vh, 108vw\" 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\"><\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"5db889eb-3723-4eff-bb6b-704d7c24eade\" 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:#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-44a1d602-319f-4fc2-8205-2efc51c40807\">\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:calc(19.17476% - 5px);top:calc(87.86408% - 5px);width:calc(64.07767% + 10px);height:calc(7.28155% + 10px);opacity:1\">\n<div style=\"top:0;left:0;right:0;bottom:0;width:100%;height:100%;position:absolute;border-width:5px 5px 5px 5px;border-color:rgba(0,0,0,1);border-style:solid;pointer-events:initial;display:block;z-index:0\" class=\"mask\" id=\"el-8c746e94-e3b1-4c7b-9dc4-146910843cf8\">\n<div class=\"fill\" style=\"background-color:rgba(196,196,196,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-2.18447%;top:-0.64725%;width:106.5534%;height:17.79935%;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:0.45558086560364464% 0.45558086560364464% 0.45558086560364464% 0.45558086560364464% \/ 1.8181818181818181% 1.8181818181818181% 1.8181818181818181% 1.8181818181818181%\" id=\"el-4cc7c580-fd69-4efe-b80e-a750b5713147\">\n<h1 id=\"use-reliable\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.5861866457858778% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:1.165049em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #590d22\">Use Reliable<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.62136%;top:7.44337%;width:77.42718%;height:19.41748%;opacity:0.3\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6269592476489028% 0.6269592476489028% 0.6269592476489028% 0.6269592476489028% \/ 1.6666666666666667% 1.6666666666666667% 1.6666666666666667% 1.6666666666666667%\" id=\"el-e5b828b9-6f6d-41cc-ad88-fbae5ebce7d1\">\n<h2 id=\"sources\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.331818181818181% 0;font-family:&quot;Alegreya&quot;,serif;font-size:1.407767em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Sources<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.86408%;top:32.68608%;width:76.69903%;height:42.88026%;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:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 0.7547169811320755% 0.7547169811320755% 0.7547169811320755% 0.7547169811320755%\" id=\"el-15f86aaa-76be-42c0-b106-a4ce9b82eeb5\">\n<h2 id=\"data-quality-begins-with-the-sources-you-trust-avoid-random-blogs-or-unverified-sources-that-could-introduce-inaccuracies\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.7897151898734187% 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: #590d22\"># Data quality begins with the sources you trust.<\/span><br \/>\n<span style=\"font-weight: 700; color: #590d22\"># Avoid random blogs or unverified sources that could introduce inaccuracies.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:22.93689%;top:87.86408%;width:56.5534%;height:7.76699%;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:0.8583690987124464% 0.8583690987124464% 0.8583690987124464% 0.8583690987124464% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%\" id=\"el-b1c7b120-88d6-463d-8391-89d0d685ed3e\"><a href=\"https:\/\/pickl.ai\/blog\/ways-to-improve-data-quality\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/10\/12-ways-to-improve-data-quality.jpg\" data-tooltip-text=\"Unlocking the 12 Ways to Improve Data Quality\" 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:-0.2474517167381965% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.663430em;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:81.79612%;top:100%;width:13.34951%;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\" id=\"el-594e09a0-e26c-4680-af1e-4f25fb349171\"><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=\"21b99faa-d01c-43ec-8114-2aec89c14c56\" 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:#eee\">\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-78279510-c6fd-4e98-ad64-4563b955d54d\">\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:8.25243%;top:32.68608%;width:85.92233%;height:24.75728%;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:0.5649717514124294% 0.5649717514124294% 0.5649717514124294% 0.5649717514124294% \/ 1.3071895424836601% 1.3071895424836601% 1.3071895424836601% 1.3071895424836601%\" id=\"el-b37a1b37-df3f-4593-a89d-d217eb541c95\">\n<h1 id=\"verify-information\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.4491525423728822% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.970874em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; font-style: italic; text-decoration: underline; color: #590d22\">Verify Information<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:59.54693%;width:72.57282%;height:32.8479%;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:0.6688963210702341% 0.6688963210702341% 0.6688963210702341% 0.6688963210702341% \/ 0.9852216748768473% 0.9852216748768473% 0.9852216748768473% 0.9852216748768473%\" id=\"el-29240d75-1e2c-40b9-837a-c6d126718015\">\n<h2 id=\"dont-take-data-at-face-value-its-crucial-to-fact-check-and-cross-reference-your-data-against-multiple-reliable-sources\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.7269230769230772% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\"># Don&#8217;t take data at face value.<\/span><br \/>\n<span style=\"font-weight: 700\"># It&#8217;s crucial to fact-check and cross-reference your data against multiple reliable sources.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-4.36893%;top:-9.87055%;width:105.09709%;height:42.71845%;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-894121bc-1dca-4fd7-8a2c-472d81dd6f1c\">\n<div style=\"position:absolute;width:100%;height:109.36478%;left:0%;top:-4.68239%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-037b7f9e-372d-4e85-a78e-41ffcf244fe7\"><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=\"66117618-0c24-4a4f-8947-87da0361df4e\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" 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35.3651C51.8781 35.3651 51.7715 35.3651 51.7182 35.3651C51.8248 35.3651 51.8248 35.3651 51.6649 35.3651C51.4516 35.3156 51.7182 35.4145 51.5049 35.3156C51.4516 35.2662 51.2384 35.1673 51.2917 35.1673C51.345 35.2167 51.1851 35.019 51.1318 34.9695C51.0785 34.8706 51.0785 34.8706 51.0785 34.9201C51.0785 35.019 51.0785 34.9695 51.0785 34.7718C51.1318 34.574 51.1851 34.3762 51.2384 34.129C51.1318 34.2773 51.0785 34.4257 50.9718 34.574C50.9185 34.6234 50.8652 34.6729 50.8652 34.7718C50.8119 34.8212 50.652 35.019 50.8119 34.8212C51.0252 34.7223 51.1851 34.6234 51.3983 34.5245C51.345 34.574 51.2917 34.574 51.1851 34.574C51.2917 34.5245 51.3983 34.5245 51.5049 34.574C51.345 34.5245 51.3983 34.5245 51.5583 34.574C51.6649 34.6729 51.6649 34.6729 51.5583 34.574C51.0785 34.129 50.1722 34.0796 49.6924 34.574C49.2659 35.1673 49.2126 35.9089 49.7457 36.4033Z\" fill=\"#A7AA2D\"><\/path><path d=\"M4.91218 22.8561C4.64563 23.7461 3.07961 24.4789 2.88283 24.5739C2.68604 24.6688 2.19016 24.6982 1.92683 24.636C1.66349 24.5739 0.903781 23.669 0.850415 23.251C0.79705 22.833 0.680703 21.7161 1.05387 21.1723C1.64028 20.2823 2.72647 20.2357 3.73936 20.6312C4.69894 20.9773 5.23204 21.9167 4.91218 22.8561Z\" fill=\"#A7AA2D\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:calc(24.75728% - 3px);top:calc(94.66019% - 3px);width:calc(49.27184% + 6px);height:calc(7.28155% + 6px);opacity:1\">\n<div style=\"top:0;left:0;right:0;bottom:0;width:100%;height:100%;position:absolute;border-width:3px 3px 3px 3px;border-color:rgba(0,0,0,1);border-style:solid;pointer-events:initial;display:block;z-index:0\" class=\"mask\" id=\"el-c0052de3-f5ea-4015-a253-f1c278673a0f\">\n<div class=\"fill\" style=\"background-color:rgba(196,196,196,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:6.31068%;top:4.04531%;width:82.52427%;height:26.69903%;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:0.5882352941176471% 0.5882352941176471% 0.5882352941176471% 0.5882352941176471% \/ 1.2121212121212122% 1.2121212121212122% 1.2121212121212122% 1.2121212121212122%\" id=\"el-bbecc8bf-2e54-4c9e-8612-64bed2cf5564\">\n<h1 id=\"keep-data-up-to-date\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6094117647058828% 0;font-family:&quot;Alegreya&quot;,serif;font-size:1.035599em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; font-style: italic; color: #590d22\">Keep Data Up-to-Date<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.32039%;top:38.83495%;width:78.39806%;height:42.71845%;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:0.6191950464396285% 0.6191950464396285% 0.6191950464396285% 0.6191950464396285% \/ 0.7575757575757576% 0.7575757575757576% 0.7575757575757576% 0.7575757575757576%\" id=\"el-e820e213-1bde-4464-bcd4-eba768d56387\">\n<h2 id=\"data-is-a-living-entity-just-as-youd-mark-important-dates-on-a-calendar-your-data-should-be-updated-at-appropriate-intervals\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.7476780185758511% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #590d22\"># Data is a living entity.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #590d22\"># Just as you&#8217;d mark important dates on a calendar, your data should be updated at appropriate intervals.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:28.64078%;top:94.66019%;width:44.90291%;height:13.1068%;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:1.0810810810810811% 1.0810810810810811% 1.0810810810810811% 1.0810810810810811% \/ 2.4691358024691357% 2.4691358024691357% 2.4691358024691357% 2.4691358024691357%\" id=\"el-7dadc371-25d3-454c-ae4e-d4507c1e5795\"><a href=\"https:\/\/pickl.ai\/blog\/how-to-scale-your-data-quality-operations-with-ai-machine-learning\/\" 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:-0.25844594594594517% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.550162em;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:81.79612%;top:101.61812%;width:13.34951%;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\" id=\"el-44597ef4-41ca-4d94-b08c-1c52f99f7de3\"><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 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class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:-0.97087%;top:-6.79612%;width:97.57282%;height:42.71845%;opacity:0.2\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-6ce51456-a235-4a2c-9815-2e5eacd0b758\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 62 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Yellow Dots<\/title><path d=\"M37.7127 38.8071C37.7127 38.2138 37.6594 37.6205 37.6594 37.0272C37.6594 36.9284 37.6594 36.5823 37.7127 36.5823L37.6594 36.6812C37.4461 36.7306 37.3928 36.7306 37.2329 36.6812C37.1263 36.6812 37.1796 36.6317 37.2329 36.6317C37.2862 36.6317 37.1263 36.8295 37.073 36.8295C37.1263 36.8295 36.913 36.9284 36.913 36.9284C36.8597 36.9284 36.8064 36.9778 36.7531 36.9778C37.0196 37.0272 37.3395 37.0272 37.606 37.0767C37.6594 37.1261 37.766 37.3239 37.6594 37.3733C38.1925 36.9284 38.1392 36.0879 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34.574C51.6649 34.6729 51.6649 34.6729 51.5583 34.574C51.0785 34.129 50.1722 34.0796 49.6924 34.574C49.2659 35.1673 49.2126 35.9089 49.7457 36.4033Z\" fill=\"#A7AA2D\"><\/path><path d=\"M4.91218 22.8561C4.64563 23.7461 3.07961 24.4789 2.88283 24.5739C2.68604 24.6688 2.19016 24.6982 1.92683 24.636C1.66349 24.5739 0.903781 23.669 0.850415 23.251C0.79705 22.833 0.680703 21.7161 1.05387 21.1723C1.64028 20.2823 2.72647 20.2357 3.73936 20.6312C4.69894 20.9773 5.23204 21.9167 4.91218 22.8561Z\" fill=\"#A7AA2D\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:calc(24.75728% - 3px);top:calc(94.66019% - 3px);width:calc(49.27184% + 6px);height:calc(7.28155% + 6px);opacity:1\">\n<div style=\"top:0;left:0;right:0;bottom:0;width:100%;height:100%;position:absolute;border-width:3px 3px 3px 3px;border-color:rgba(0,0,0,1);border-style:solid;pointer-events:initial;display:block;z-index:0\" class=\"mask\" id=\"el-14d25c19-5b59-44ac-b98c-9e248573bca2\">\n<div class=\"fill\" style=\"background-color:rgba(196,196,196,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:9.70874%;top:38.83495%;width:80.82524%;height:15.69579%;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:0.6006006006006006% 0.6006006006006006% 0.6006006006006006% 0.6006006006006006% \/ 2.0618556701030926% 2.0618556701030926% 2.0618556701030926% 2.0618556701030926%\" id=\"el-9582424f-ea2f-4a03-8d75-fdd8f1d824ed\">\n<h1 id=\"organize-and-present-data-clearly\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9756756756756753% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.614887em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; font-style: italic\">Organize and Present Data Clearly<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:22.3301%;top:57.44337%;width:57.52427%;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:0.8438818565400843% 0.8438818565400843% 0.8438818565400843% 0.8438818565400843% \/ 1.1173184357541899% 1.1173184357541899% 1.1173184357541899% 1.1173184357541899%\" id=\"el-011f9a8a-ab54-4440-91d9-a9ae3544dcc3\">\n<h2 id=\"%c2%b7-clarity-is-key-%c2%b7-organized-well-structured-data-is-more-accessible-and-valuable\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9850210970464143% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.469256em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #590d22\">\u00b7 &nbsp;Clarity is key.<\/span><br \/>\n<span style=\"font-weight: 700; color: #590d22\">\u00b7 &nbsp;Organized, well-structured data is more accessible and valuable.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-10.03236%;width:101.69903%;height:46.1165%;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-76a0520a-a997-4f15-8aac-ce0ec83ba5fd\">\n<div style=\"position:absolute;width:102.0087%;height:100%;left:-1.00435%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/tht_m590_01-scaled.jpg\" alt=\"Cloud data center Illustration concept on white background\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/tht_m590_01-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/tht_m590_01-2048x1365.jpg 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4.545454545454546% 4.545454545454546% 4.545454545454546%\" id=\"el-61b26544-242d-41a8-b3cc-b4f9171f6f23\"><a href=\"https:\/\/ https:\/\/pickl.ai\/blog\/data-quality-framework-and-its-implementation\/\" 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:-0.23963004484304964% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.614887em;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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Learn the top 12 ways to increase data quality, accuracy, reliability, and decision-making.\n","protected":false},"author":1,"featured_media":5400,"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-5387","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>Improving Data Quality - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Learn the top 12 ways to increase data quality, accuracy, reliability, and decision-making.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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