{"id":22924,"date":"2024-10-18T00:00:00","date_gmt":"2024-10-18T00:00:00","guid":{"rendered":"https:\/\/www.mailgun.com\/blog\/what-is-olap-2\/"},"modified":"2026-09-22T17:10:26","modified_gmt":"2026-09-22T17:10:26","slug":"what-is-olap","status":"publish","type":"blog","link":"https:\/\/www.mailgun.com\/fr\/blog\/deliverability\/what-is-olap\/","title":{"rendered":"Qu&rsquo;est-ce que l&rsquo;Online Analytical Processing (OLAP)\u00a0? Guide de d\u00e9marrage rapide"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In the world of big data and analytics, OLAP has emerged as a game-changing technology. But what exactly is OLAP, and why does it matter for businesses dealing with large volumes of data? Keep reading to understand the benefits, and see how we\u2019ve applied this technology to email analytics at Sinch Mailgun.\u00a0<\/p>\n\r\n    <nav data-content-type=\"longform\" class=\"toc-block longform-spacings px-5 py-6 px-md-6 px-lg-7 py-md-7 bg-light fs-sm rounded-lg\" aria-labelledby=\"toc-title-1681\"><p class=\"h5 m-0\" id=\"toc-title-1681\">Table des mati\u00e8res<\/p><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">01<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#what-is-olap\">What is OLAP?<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">02<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#how-does-olap-work\">How does OLAP work?<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">03<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#key-features-of-olap\">Key features of OLAP<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">04<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#why-is-olap-important-for-data-analytics\">Why is OLAP Important for Data Analytics?<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">05<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#olap-in-email-analytics-the-sinch-mailgun-approach\">OLAP in email analytics: The Sinch Mailgun approach<\/a><\/div><\/div><\/nav>\n<h2 class=\"wp-block-heading\">What is OLAP?<\/h2>\n\n<p class=\"wp-block-paragraph\">Online Analytical Processing, or OLAP is a technology designed to quickly analyze multidimensional data from multiple perspectives, allowing businesses to gain deeper, more comprehensive insights from their data. Welcome to the multiverse, sort of.\u00a0<\/p>\n\n<h2 class=\"wp-block-heading\">How does OLAP work?<\/h2>\n\n<p class=\"wp-block-paragraph\">OLAP uses a multidimensional data model, which allows for complex analytical and ad-hoc queries with rapid execution time. Here&rsquo;s how it works:\u00a0<\/p>\n\n<ul class=\"wp-block-list\">\n<li><b>Multidimensional structure:<\/b> OLAP organizes data into cubes (often called OLAP cubes) instead of tables. These cubes allow data to be analyzed from different viewpoints, or <i>dimensions<\/i>.\u00a0<\/li>\n\n\n\n<li><b>Pre-aggregation<\/b>: OLAP pre-calculates and stores aggregations of data, enabling fast query responses.\u00a0<\/li>\n\n\n\n<li><b>Slice and dice:<\/b> Users can \u00ab\u00a0slice\u00a0\u00bb the cube to focus on specific dimensions and \u00ab\u00a0dice\u00a0\u00bb it to view data from different angles.\u00a0<\/li>\n\n\n\n<li><b>Drill up\/down<\/b>: OLAP allows users to navigate from summary data (drill up) to more granular data (drill down).\u00a0<\/li>\n<\/ul>\n    <div data-content-type=\"longform\"  class=\"callout text-body-color px-5 py-6 px-md-6 px-lg-7 py-md-7 longform-spacings rounded-lg bg-light\" data-theme=\"light\">\r\n\r\n        <div class=\"content-body\"> <a href=\"https:\/\/www.mailgun.com\/fr\/blog\/product\/nouvelles-fonctionnalites-statistiques-email-repondre-questions-performances\/#chapter-5\">Check out the full Sinch Mailgun analytics suite<\/a> using OLAP technology to make multi-dimensional data and custom filtering fast and at your fingertips.\u00a0<\/div>\r\n    <\/div>\r\n\n<h2 class=\"wp-block-heading\">Key features of OLAP<\/h2>\n\n<p class=\"wp-block-paragraph\">Understanding OLAP&rsquo;s features helps clarify its benefits:\u00a0<\/p>\n\n<p class=\"wp-block-paragraph\">OLAP&rsquo;s strengths lie in its versatility and efficiency. It offers fast query performance through pre-aggregated data structures, enabling rapid analysis of large datasets. Which is just a fancy way of saying it can organize and analyze data extremely fast.\u00a0<\/p>\n\n<p class=\"wp-block-paragraph\">Its multidimensional approach allows the examination of data across various angles to support diverse analysis. OLAP also excels in trend analysis, making it easy to identify patterns and forecast trends over time. These features collectively transform raw data into valuable insights, empowering businesses to make informed decisions quickly.\u00a0<\/p>\n\n<h2 class=\"wp-block-heading\">Why is OLAP Important for Data Analytics?<\/h2>\n\n<p class=\"wp-block-paragraph\">OLAP is ideal for businesses dealing with large volumes of data who are looking for an easier way to make that data actionable. OLAP streamlines these common data processes.\u00a0<\/p>\n\n<ul class=\"wp-block-list\">\n<li><b>Improved decision making:<\/b> OLAP provides quick answers to complex business questions, enabling data-driven decision making.\u00a0<\/li>\n\n\n\n<li><b>Enhanced data exploration:<\/b> The ability to view data from multiple perspectives leads to deeper insights.\u00a0<\/li>\n\n\n\n<li><b>Increased Productivity<\/b>: Faster query times mean analysts spend less time waiting for results and more time interpreting data.\u00a0<\/li>\n\n\n\n<li><b>Better Reporting:<\/b> OLAP facilitates the creation of dynamic, interactive reports that can be easily adjusted to answer new questions.\u00a0<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">OLAP in email analytics: The Sinch Mailgun approach<\/h2>\n\n<p class=\"wp-block-paragraph\">At Sinch Mailgun, <a href=\"https:\/\/www.mailgun.com\/fr\/blog\/product\/nouvelles-fonctionnalites-statistiques-email-repondre-questions-performances\/#chapter-4\" target=\"_tabs\" rel=\"noopener noreferrer\"><u>we&rsquo;ve integrated OLAP<\/u><\/a> technology into our analytics features to provide more powerful email insights.\u00a0\u00a0<\/p>\n\n<p class=\"wp-block-paragraph\">Unlock the full potential of your email analytics with Sinch Mailgun&rsquo;s OLAP-powered features. Analyze performance across multiple dimensions, get instant answers to complex questions, and drill down into campaign specifics for deep insights. Compare current and historical data effortlessly to spot trends and optimize your strategy.\u202f\u00a0<\/p>\n\n<p class=\"wp-block-paragraph\">We\u2019ve leveraged OLAP technology with the goal of enabling our users to gain deeper insights into their email performance and make data-driven decisions to optimize their email programs. For more insights into your email deliverability check out our deliverability services.\u00a0<\/p>\n\r\n    <aside data-content-type=\"longform\"  class=\"banner-block longform-spacings rounded-lg shadow-lg px-5 py-6 px-md-6 py-md-7 p-lg-7 bg-light\" data-theme=\"dark\"  aria-labelledby=\"banner-block-block-1a0fadac0d5f544aaf0290d2759e00b0\">\r\n                    <p class=\"text-uppercase section-caption text-body-color\">\r\n                Unmatched email deliverability            <\/p>\r\n                            <p class=\"h4 text-accent fw-bold\" id=\"banner-block-block-1a0fadac0d5f544aaf0290d2759e00b0\">\r\n                Mailgun Optimize Deliverability Suite            <\/p>\r\n                            <div class=\"mb-0 text-body-color\">\r\n                                    <div class=\"content-body mb-0 text-body-color\">Land your emails in the inbox and connect with real people \u2013 your customers. Mailgun Optimize deliverability apps and services give you the data and the resources you need to build a winning email program.<\/div>\r\n                            <\/div>\r\n        \r\n        <div class=\"text-start mt-5\"><a href=\"https:\/\/www.mailgun.com\/fr\/produits\/optimiser\/#form\"  class=\"btn btn-secondary\" >Talk to a strategist<\/a><\/div>\r\n    <\/aside>\r\n\r\n","protected":false},"excerpt":{"rendered":"<p>L&rsquo;OLAP (Online Analytical Processing) transforme les statistiques de donn\u00e9es, permettant d&rsquo;obtenir des informations plus rapidement et de prendre des d\u00e9cisions plus intelligentes. D\u00e9couvrez comment cette puissante technologie peut r\u00e9volutionner les performances de vos emails et l&rsquo;analyse de vos donn\u00e9es.<\/p>\n","protected":false},"author":21,"featured_media":4376,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"blog_category":[21],"class_list":["post-22924","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog_category-deliverability"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L&#039;OLAP expliqu\u00e9\u00a0: optimiser les statistiques d&#039;email avanc\u00e9es - Transactional Email API Service For Developers | Mailgun<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment l&#039;OLAP am\u00e9liore les statistiques d&#039;email. 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