{"id":128,"date":"2023-06-19T18:54:06","date_gmt":"2023-06-19T17:54:06","guid":{"rendered":"https:\/\/intrestingwebstories.com\/?post_type=web-story&#038;p=128"},"modified":"2023-06-19T18:54:09","modified_gmt":"2023-06-19T17:54:09","slug":"data-integration-demystified-etl-vs-elt-choosing-the-right-path","status":"publish","type":"web-story","link":"https:\/\/intrestingwebstories.com\/?web-story=data-integration-demystified-etl-vs-elt-choosing-the-right-path","title":{"rendered":"Data Integration Demystified: ETL vs. ELT &#8211; Choosing the Right Path"},"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%40400%3B700&amp;family=Arimo%3Awght%40400%3B700\" rel=\"stylesheet\"\/>\n<style amp-boilerplate=\"\">body{-webkit-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-moz-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-ms-animation:-amp-start 8s steps(1,end) 0s 1 normal both;animation:-amp-start 8s steps(1,end) 0s 1 normal both}@-webkit-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-moz-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-ms-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-o-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}<\/style>\n<p><noscript><\/p>\n<style amp-boilerplate=\"\">body{-webkit-animation:none;-moz-animation:none;-ms-animation:none;animation:none}<\/style>\n<p><\/noscript><\/p>\n<style amp-custom=\"\">\n              h1, h2, h3 { font-weight: normal; }<\/p>\n<p>              amp-story-page {\n                background-color: #131516;\n              }<\/p>\n<p>              amp-story-grid-layer {\n                overflow: visible;\n              }<\/p>\n<p>              @media (max-aspect-ratio: 9 \/ 16)  {\n                @media (min-aspect-ratio: 320 \/ 678) {\n                  amp-story-grid-layer.grid-layer {\n                    margin-top: calc((100% \/ 0.5625 - 100% \/ 0.6666666666666666) \/ 2);\n                  }\n                }\n              }<\/p>\n<p>              @media not all and (min-resolution:.001dpcm) {\n                @media {\n                  p.text-wrapper > span {\n                    font-size: calc(100% - 0.5px);\n                  }\n                }\n              }<\/p>\n<p>              .page-fullbleed-area,\n              .page-background-overlay-area {\n                position: absolute;\n                overflow: hidden;\n                width: 100%;\n                left: 0;\n                height: calc(1.1851851851851851 * 100%);\n                top: calc((1 - 1.1851851851851851) * 100% \/ 2);\n              }<\/p>\n<p>              .element-overlay-area {\n                position: absolute;\n                width: 100%;\n                height: 100%;\n                top: 0;\n                left: 0;\n              }<\/p>\n<p>              .page-safe-area {\n                overflow: visible;\n                position: absolute;\n                top: 0;\n                bottom: 0;\n                left: 0;\n                right: 0;\n                width: 100%;\n                height: calc(0.84375 * 100%);\n                margin: auto 0;\n              }<\/p>\n<p>              .mask {\n                position: absolute;\n                overflow: hidden;\n              }<\/p>\n<p>              .fill {\n                position: absolute;\n                top: 0;\n                left: 0;\n                right: 0;\n                bottom: 0;\n                margin: 0;\n              }<\/p>\n<p>              @media (prefers-reduced-motion: no-preference) {\n                .animation-wrapper {\n                  opacity: var(--initial-opacity);\n                  transform: var(--initial-transform);\n                }\n              }<\/p>\n<p>              amp-story-grid-layer.align-bottom {\n                align-content: end;\n                padding: 0;\n              }<\/p>\n<p>              .captions-area {\n                padding: 0 32px 0;\n              }<\/p>\n<p>              amp-story-captions {\n                margin-bottom: 16px;\n                text-align: center;\n              }<\/p>\n<p>              amp-story-captions span {\n                display: inline-block;\n                margin: 0;\n                padding: 6px 12px;\n                vertical-align: middle;\n                border-radius: 15px;\n                background: rgba(11, 11, 11, 0.6);\n                color: rgba(255, 255, 255, 1);\n                font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Oxygen-Sans, Ubuntu, Cantarell, \"Helvetica Neue\", sans-serif;;\n                font-size: calc(4 * var(--story-page-vw));\n                line-height: 1.4;\n                word-break: break-word;\n                word-wrap: break-word;\n                overflow-wrap: break-word;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title>Data Integration Demystified: ETL vs. ELT &#8211; Choosing the Right Path<\/title><link rel=\"canonical\" href=\"https:\/\/intrestingwebstories.com\/?post_type=web-story&amp;p=128\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"intrestingwebstories.com\" publisher-logo-src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Curious-Minds-Logo.png\" title=\"Data Integration Demystified: ETL vs. ELT - Choosing the Right Path\" poster-portrait-src=\"\"><amp-story-page id=\"bc420215-e212-4c11-9c9b-ed156bdfc0c2\" 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:#fff\">\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-d5bef34a-698e-4f3a-9945-35d004e2a2da\">\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:0.24272%;top:-9.06149%;width:100%;height:118.12298%;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-010a31ab-1d45-46e8-ac40-a227dd9f8784\">\n<div style=\"position:absolute;width:199.90043%;height:100%;left:-49.95021%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:5.33981%;width:76.45631%;height:34.78964%;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:0.6349206349206349% 0.6349206349206349% 0.6349206349206349% 0.6349206349206349% \/ 0.9302325581395349% 0.9302325581395349% 0.9302325581395349% 0.9302325581395349%\" id=\"el-b1af4c98-8e68-420e-90c6-ff34c308a41a\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13392857142857142% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><br \/>\n<span style=\"font-weight: 700; color: #fff\">Data Integration Demystified: ETL vs. ELT &#8211; Choosing the Right Path<\/span><\/p>\n<p><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"f7815c4b-6921-4e02-933a-dffc372858ed\" 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:#fff\">\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-d5bef34a-698e-4f3a-9945-35d004e2a2da\">\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:0.24272%;top:-9.06149%;width:100%;height:118.12298%;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-24098d52-6405-4b30-851a-fb0308d0c57f\">\n<div style=\"position:absolute;width:199.90043%;height:100%;left:-49.95021%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.1068%;top:-4.20712%;width:74.27184%;height:51.77994%;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:0.6535947712418301% 0.6535947712418301% 0.6535947712418301% 0.6535947712418301% \/ 0.625% 0.625% 0.625% 0.625%\" id=\"el-07e624ab-9c8d-4682-8069-c0435249e7b0\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.3212316176470581% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.436893em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><br \/>\n<span style=\"font-weight: 700; color: #fff\">1. ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) are two popular approaches used in data integration and warehousing.<\/span><\/p>\n<p><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"45f955f9-8d8d-499f-a3c8-9d735fa0f4b2\" 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:#b4bfc1\">\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-e0739af6-c23d-4e77-861c-137bf3c71288\">\n<div style=\"position:absolute;width:200.5698%;height:100%;left:-50.2849%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" 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:9.95146%;top:9.06149%;width:84.95146%;height:97.57282%;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:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.33167495854063017% 0.33167495854063017% 0.33167495854063017% 0.33167495854063017%\" id=\"el-6df788e7-cfcb-4426-899f-d3ccabd78cec\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.3120535714285708% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><\/p>\n<p><span style=\"font-weight: 700; color: #fff\">2. ETL follows a sequential process where data is extracted from sources, transformed according to predefined rules, and then loaded into the target system.<\/span><\/p>\n<p><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"da528013-9c75-4089-a93b-e1bab7b35405\" 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:#b4bfc1\">\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-b83c16e4-2f38-40a0-9d75-558c2accd719\">\n<div style=\"position:absolute;width:200.5698%;height:100%;left:-50.2849%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" 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:9.95146%;top:9.06149%;width:84.95146%;height:86.08414%;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:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.37593984962406013% 0.37593984962406013% 0.37593984962406013% 0.37593984962406013%\" id=\"el-c0f0ce2f-a751-49e5-9bd3-955a338a871a\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.3120535714285708% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><\/p>\n<p><span style=\"color: #fff\">3. ELT flips the order of transformation, loading the raw data into the target system first and performing transformations within the target environment.<\/span><\/p>\n<p><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"39260d1a-7443-4d05-b5d9-bc9352f85c8c\" 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:#b4bfc1\">\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-8f015e53-ab4f-4359-919d-1848c3266ebf\">\n<div style=\"position:absolute;width:200.5698%;height:100%;left:-50.2849%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" 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:7.52427%;top:11.65049%;width:84.95146%;height:97.57282%;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:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.33167495854063017% 0.33167495854063017% 0.33167495854063017% 0.33167495854063017%\" id=\"el-b9b349d5-2b75-418f-b93d-8e58703305ec\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.3120535714285708% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><\/p>\n<p><span style=\"color: #fff\">4. ETL ensures data quality and consistency upfront by applying transformations before loading, while ELT offers flexibility by allowing transformations to be performed on-demand within the target system.<\/span><\/p>\n<p><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"bea6a47d-61f6-4556-8e0e-e31e81318cdb\" 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:#b4bfc1\">\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-8cb19589-b19e-4aaa-bf2d-9db439bc14a8\">\n<div style=\"position:absolute;width:200.5698%;height:100%;left:-50.2849%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" 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:9.95146%;top:9.06149%;width:84.95146%;height:92.0712%;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:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.35149384885764495% 0.35149384885764495% 0.35149384885764495% 0.35149384885764495%\" id=\"el-d770f5e6-1aa6-459a-a968-e8cd29e15434\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.3120535714285708% 0;font-family:&quot;Arimo&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><\/p>\n<p><span style=\"color: #fff\">5. Choosing between ETL and ELT depends on factors like data complexity, performance requirements, available resources, and desired agility in the integration process.<\/span><\/p>\n<p><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"22e6a412-a8a6-4ef6-9c3d-b18d51093ffb\" 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:#b4bfc1\">\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-dc441c91-c3c6-49a2-8173-936292689ed5\">\n<div style=\"position:absolute;width:200.5698%;height:100%;left:-50.2849%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg\" alt=\"Data integartion\" srcSet=\"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg 484w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg 300w,http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" 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:11.8932%;top:0;width:76.45631%;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\" class=\"mask\" id=\"el-fe303576-23ea-45bb-a490-5ede4c3f48ae\">\n<div style=\"position:absolute;width:102.45715%;height:100%;left:-1.22857%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Curious-Minds-Logo.png\" alt=\"\" srcSet=\"https:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Curious-Minds-Logo.png 489w,https:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Curious-Minds-Logo-300x153.png 300w,https:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Curious-Minds-Logo-150x77.png 150w\" sizes=\"(min-width: 1024px) 34vh, 76vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:26.3754%;width:75.72816%;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:0.641025641025641% 0.641025641025641% 0.641025641025641% 0.641025641025641% \/ 1.2121212121212122% 1.2121212121212122% 1.2121212121212122% 1.2121212121212122%\" id=\"el-30de7fe7-64f0-46a1-8cc9-1280dfc3eb2f\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.05809294871794826% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.323625em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><\/p>\n<p><span style=\"font-weight: 700; color: #fff\">For More details please visit https:\/\/intrestingwebstories.com\/<\/span><\/span><\/p>\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":"<p>ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) are two approaches commonly used in data integration and data warehousing processes.<\/p>\n","protected":false},"author":1,"featured_media":0,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"web_stories_products":[],"web_stories_publisher_logo":28,"web_stories_poster":[]},"web_story_category":[],"web_story_tag":[],"jetpack_sharing_enabled":true,"story_data":{"version":47,"pages":[{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"type":"shape","id":"d5bef34a-698e-4f3a-9945-35d004e2a2da"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":484,"height":429,"sizes":{"medium":{"file":"Data-integartion-300x266.jpg","width":300,"height":266,"filesize":20673,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg"},"thumbnail":{"file":"Data-integartion-150x150.jpg","width":150,"height":150,"filesize":12953,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x150.jpg"},"woocommerce_thumbnail":{"file":"Data-integartion-450x429.jpg","width":450,"height":429,"filesize":33268,"uncropped":false,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-450x429.jpg"},"woocommerce_gallery_thumbnail":{"file":"Data-integartion-100x100.jpg","width":100,"height":100,"filesize":10461,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-100x100.jpg"},"web-stories-publisher-logo":{"file":"Data-integartion-96x96.jpg","width":96,"height":96,"filesize":10184,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-96x96.jpg"},"web-stories-thumbnail":{"file":"Data-integartion-150x133.jpg","width":150,"height":133,"filesize":12363,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg"},"full":{"file":"Data-integartion.jpg","width":484,"height":429,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg"}},"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#b4bfc1","blurHash":"UVIYtbIA%MI:~CE1WCMxx]xGM{tRIo%MRjt7","creationDate":1687195641000,"src":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg","id":129,"alt":"Data integartion","local":false},"type":"image","x":1,"y":-56,"width":412,"height":730,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"010a31ab-1d45-46e8-ac40-a227dd9f8784","isHidden":false,"overlay":null},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":30,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"\n<span style=\"font-weight: 700; color: #fff\">Data Integration Demystified: ETL vs. ELT - Choosing the Right Path<\/span>\n","x":48,"y":33,"width":315,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"type":"text","height":215,"id":"b1af4c98-8e68-420e-90c6-ff34c308a41a","marginOffset":0.421875}],"backgroundColor":{"color":{"r":255,"g":255,"b":255}},"id":"bc420215-e212-4c11-9c9b-ed156bdfc0c2","defaultBackgroundElement":{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"type":"shape","id":"d5bef34a-698e-4f3a-9945-35d004e2a2da"},"animations":[]},{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"type":"shape","id":"d5bef34a-698e-4f3a-9945-35d004e2a2da"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":484,"height":429,"sizes":{"medium":{"file":"Data-integartion-300x266.jpg","width":300,"height":266,"filesize":20673,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-300x266.jpg"},"thumbnail":{"file":"Data-integartion-150x150.jpg","width":150,"height":150,"filesize":12953,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x150.jpg"},"woocommerce_thumbnail":{"file":"Data-integartion-450x429.jpg","width":450,"height":429,"filesize":33268,"uncropped":false,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-450x429.jpg"},"woocommerce_gallery_thumbnail":{"file":"Data-integartion-100x100.jpg","width":100,"height":100,"filesize":10461,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-100x100.jpg"},"web-stories-publisher-logo":{"file":"Data-integartion-96x96.jpg","width":96,"height":96,"filesize":10184,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-96x96.jpg"},"web-stories-thumbnail":{"file":"Data-integartion-150x133.jpg","width":150,"height":133,"filesize":12363,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion-150x133.jpg"},"full":{"file":"Data-integartion.jpg","width":484,"height":429,"mimeType":"image\/jpeg","sourceUrl":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg"}},"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#b4bfc1","blurHash":"UVIYtbIA%MI:~CE1WCMxx]xGM{tRIo%MRjt7","creationDate":1687195641000,"src":"http:\/\/intrestingwebstories.com\/wp-content\/uploads\/2023\/06\/Data-integartion.jpg","id":129,"alt":"Data integartion","local":false},"x":1,"y":-56,"width":412,"height":730,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"24098d52-6405-4b30-851a-fb0308d0c57f","isHidden":false,"type":"image","basedOn":"010a31ab-1d45-46e8-ac40-a227dd9f8784","overlay":null},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Arimo"},"fontSize":27,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.19,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"\n<span style=\"font-weight: 700; 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