Database for Real-time Geospatial Analytics

<!doctype html><html lang="en"><head> <meta charset="utf-8"> <title>Database for Real-time Geospatial Analytics</title> <link rel="shortcut icon" href="https://cratedb.com/hubfs/cratedb-favicon.png"> <meta name="description" content="Enhance geospatial analytics with CrateDB's real-time processing and full-text/vector search capabilities. Streamline fleet operations, optimize route planning, and gain actionable insights with advanced geospatial data management."> <style> .cr-header-full-height { height: 100vh; } </style>   <script src="https://cratedb.com/hs-fs/hub/19927462/hub_generated/template_assets/103134656537/1676853350416/sf2-crate/js/jquery-3.5.1.min.js"></script> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta property="og:description" content="Enhance geospatial analytics with CrateDB's real-time processing and full-text/vector search capabilities. 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margin-right: 0; } div#hs_cos_wrapper_module_161720035400929 { display: inline-block; } </style></div> </div> </div> </div> </header></div> <main id="main-content" class="body-container-wrapper"> <div class="container-fluid body-container body-container--about"> <div class="row-fluid-wrapper"> <div class="row-fluid"> <div class="span12 widget-span widget-type-cell " style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-1 dnd_area-row-0-background-layers dnd-section dnd_area-row-0-background-image"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-2 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_module_16896903067153" class="hs_cos_wrapper 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.cr-clusters-arrow { align-self: flex-end; } #module_16896903067153 .cr-clusters-arrow svg { max-width: 40px; height: auto; } .cr-landingpage-header { margin-bottom: 78px; } .cr-landingpage-header .dnd-column { padding: 0; } .cr-header-meta-bar { background: rgb(8, 29, 36); opacity: 1; padding: 20px 20px; position: absolute; bottom: -146px; left: 0; right: 0; margin-left: -20px; margin-right: -20px; } .cr-header-meta-bar > div > div { display: flex; font-family: Inter; font-weight: 600; font-size: 16px; line-height: 20px; letter-spacing: 0px; color: #FFFFFF; opacity: 1; } .cr-meta-inner { display: flex; flex-direction: row; align-items: center; justify-content: flex-start; margin: 0 auto; } .cr-meta-item { display: flex; align-items: center; margin-right: 30px; } .cr-meta-item img { margin-right: 10px; } .cr-header-speaker-image img { border-radius: 50%; max-width: 80px !important; } .cr-header-speaker-name { letter-spacing: -0.56px; color: #FFFFFF; font-size: 18px; line-height: 24px; font-weight: bold; font-family: Inter; text-align: center; margin-bottom: 2px; } .cr-header-speakers { display: flex; flex-direction: row; margin-top: 80px; } .cr-header-speakers-item:last-child { margin-left: 50px; } .cr-header-speaker-title { letter-spacing: -0.36px; color: #e3b15b; font-size: 16px; line-height: 20px; font-family: Inter; font-weight: 500; text-align: center; } .cr-header-speaker-image { text-align: center; } .cr-header-multipurpose { position: relative; } /*@media all and (min-width: 1200px) { .cr-header-speaker-image img { max-width: 100% !important; } }*/ @media all and (max-width: 1200px) { } @media all and (max-width: 980px) { #module_16896903067153 .cr-clusters-container { flex-direction: column; } #module_16896903067153 .cr-clusters-introtext { font-size: 18px; } #module_16896903067153 .cr-clusters-header h1 { width: auto; max-width: 100%; } #module_16896903067153 .cr-clusters-container { align-items: flex-start; } } @media all and (max-width: 767px) { #module_16896903067153 .cr-clusters-introtext { margin-right: 0; } .cr-header-meta-bar > div > div { flex-direction: column; text-align: center; font-size: 14px; } .cr-meta-item { margin-right: 10px; } .cr-header-speakers { margin-top: 40px; } } </style> <div class="cr-clusters-container cr-customers-header-sub"> <div class="cr-clusters-left"> <span class="cr-header-section">Use cases</span> <div class="cr-clusters-header "> <h1 style="color: rgba(255, 255, 255, 1.0);">Geospatial Analytics</h1> </div> <div class="cr-clusters-introtext"> CrateDB enhances geospatial analytics by enabling real-time processing of location-based data, while also supporting full-text and contextual search. This allows organizations to not only track and analyze spatial data but also query and filter it using natural language or relevant context. </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-3 dnd_area-row-1-padding dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-4 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1728908146477" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div class="advanced-richtext body_text_regular"> <span id="hs_cos_wrapper_widget_1728908146477_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p><span>By combining advanced geospatial capabilities with full-text and vector search, CrateDB enables more powerful insights, such as identifying assets based on location and descriptive data, optimizing operations like route planning, and delivering actionable, location-aware intelligence.</span></p></span> </div></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-5 dnd_area-row-2-padding dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-6 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1738593164996" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #widget_1738593164996 .cr-teaser-list { grid-template-columns: repeat(3,1fr); display: grid; grid-gap: 24px; height: 100%; font-style: normal; } #widget_1738593164996 .cr-teaser-box { height: 100%; } #widget_1738593164996 .cr-teaser-item { align-items: flex-start; align-self: stretch; background: transparent linear-gradient(154deg, #F3F3F3 0%, #FFF 100%) 0% 0% no-repeat padding-box; border-radius: 0; cursor: default; height: auto; justify-content: space-between; padding: 24px; position: relative; -webkit-transition: all .15s linear; -ms-transition: all .15s linear; transition: all .15s linear; box-shadow: 6px 7px 11px 7px #00000015; } #widget_1738593164996 .cr-teaser-item.cr-teaser-quote { background: rgb(25, 192, 234) !important; } #widget_1738593164996 .cr-teaser-quote .cr-teaser-cta-footer a, #widget_1738593164996 .cr-teaser-quote .cr-teaser-list, #widget_1738593164996 .cr-teaser-quote .cr-teaser-tag, #widget_1738593164996 .cr-teaser-quote .cr-teaser-title, #widget_1738593164996 .cr-teaser-quote .cr-teaser-content, #widget_1738593164996 .cr-teaser-quote .cr-teaser-content p, #widget_1738593164996 .cr-teaser-quotee p { font-family: Montserrat, Inter, Arial, sans-serif; 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flex-direction: row; justify-content: center; align-items: center; width: 40px; height: 40px; background: #FFFFFF; border-radius: 100px; -webkit-transition: all .15s linear; -ms-transition: all .15s linear; transition: all .15s linear; } #widget_1738593164996 .cr-teaser-cta-footer a { text-transform: uppercase; font-size: 16px; color: #19C0EA; font-weight: 600; } #widget_1738593164996 .cr-teaser-list a.cr-teaser-a { position: absolute; top: 0; bottom: 0; left: 0; right: 0; } #widget_1738593164996 .cr-teaser-title { font-size: 24px; font-weight: bold; line-height: 1.3; letter-spacing: -0.72px; margin-bottom: 20px; } #widget_1738593164996 .cr-teaser-title a, #widget_1738593164996 .cr-teaser-title a:hover, #widget_1738593164996 .cr-teaser-title a:visited, #widget_1738593164996 .cr-teaser-title a:active { color: #000; text-decoration: none; } @media all and (max-width: 1024px) { #widget_1738593164996 .cr-teaser-list { grid-template-columns: repeat(2,1fr); } } @media all and (max-width: 767px) { #widget_1738593164996 .cr-teaser-list { grid-template-columns: repeat(1,1fr); } } @media all and (max-width: 600px) { #widget_1738593164996 .cr-teaser-item { width: 100% !important; } } </style> <div class="cr-teaser-box" id="widget_1738593164996"> <div class="cr-teaser-list"> <div class="cr-teaser-item "> <a href="https://cratedb.com/resources/videos/smart-transport-how-iot-platforms-contribute-for-real-time-e-scooters-fleet-management" class="cr-teaser-a"></a> <div class="cr-teaser"> <div class="cr-teaser-top"> <div class="cr-teaser-tag"> Talk </div> <style> .cr-teaser-top img { margin-top: 10px; } </style> <img src="https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=572&height=320&name=Fleet_Management.png" alt="Fleet_Management" loading="lazy" width="572" height="320" srcset="https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=286&height=160&name=Fleet_Management.png 286w, https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=572&height=320&name=Fleet_Management.png 572w, https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=858&height=480&name=Fleet_Management.png 858w, https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=1144&height=640&name=Fleet_Management.png 1144w, https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=1430&height=800&name=Fleet_Management.png 1430w, https://cratedb.com/hs-fs/hubfs/Fleet_Management.png?width=1716&height=960&name=Fleet_Management.png 1716w" sizes="(max-width: 572px) 100vw, 572px"> </div> <div class="cr-teaser-title"> Optimizing E-Scooter Fleets with IoT and Real-Time Geospatial Analytics </div> <div class="cr-teaser-content"><p style="font-size: 16px;">This presentation from AI & Big Data Expo 2024 explores how CrateDB enables efficient management of e-scooter fleets across cities. Learn how real-time tracking, geospatial data, and diverse analytics streamline fleet operations, improve resource allocation, and solve urban mobility challenges.</p></div> <div class="cr-teaser-cta-footer"> <div class="cr-teaser-date"> </div> <a href="https://cratedb.com/resources/videos/smart-transport-how-iot-platforms-contribute-for-real-time-e-scooters-fleet-management"> Watch the recording <svg xmlns="http://www.w3.org/2000/svg" width="69.969" height="56.814" viewbox="0 0 69.969 56.814"> <g id="subheader" transform="translate(96.312 88.344) rotate(180)"> <g id="back" transform="translate(32 34.358)"> <path id="Path_42" data-name="Path 42" d="M0,36.174H36.174V0" transform="translate(51.158 25.579) rotate(135)" fill="none" stroke="#18b8e7" stroke-width="8" /> <line id="Line_1" data-name="Line 1" x2="63.051" transform="translate(1.261 25.579)" fill="none" stroke="#18b8e7" stroke-linejoin="round" stroke-width="8" /> </g> </g> </svg> </a> </div> </div> </div> <div class="cr-teaser-item "> <a href="https://cratedb.com/academy/fundamentals/data-modelling-with-cratedb/geospatial-data" class="cr-teaser-a"></a> <div class="cr-teaser"> <div class="cr-teaser-top"> <div class="cr-teaser-tag"> Academy </div> <style> .cr-teaser-top img { margin-top: 10px; } </style> <img src="https://cratedb.com/hs-fs/hubfs/geospatial.png?width=496&height=274&name=geospatial.png" alt="geospatial" loading="lazy" width="496" height="274" srcset="https://cratedb.com/hs-fs/hubfs/geospatial.png?width=248&height=137&name=geospatial.png 248w, https://cratedb.com/hs-fs/hubfs/geospatial.png?width=496&height=274&name=geospatial.png 496w, https://cratedb.com/hs-fs/hubfs/geospatial.png?width=744&height=411&name=geospatial.png 744w, https://cratedb.com/hs-fs/hubfs/geospatial.png?width=992&height=548&name=geospatial.png 992w, https://cratedb.com/hs-fs/hubfs/geospatial.png?width=1240&height=685&name=geospatial.png 1240w, https://cratedb.com/hs-fs/hubfs/geospatial.png?width=1488&height=822&name=geospatial.png 1488w" sizes="(max-width: 496px) 100vw, 496px"> </div> <div class="cr-teaser-title"> CrateDB Academy Lesson: "Geospatial Data" </div> <div class="cr-teaser-content"><p>In this lesson, you will learn why CrateDB excels at storing, analyzing, and tracking the location of people and objects in real time. Whether you're managing a fleet of vehicles, offering customers information about services near their location, or analyzing historical traffic patterns, CrateDB's geospatial data types and functions have you covered.</p></div> <div class="cr-teaser-cta-footer"> <div class="cr-teaser-date"> </div> <a href="https://cratedb.com/academy/fundamentals/data-modelling-with-cratedb/geospatial-data"> Watch the lesson <svg xmlns="http://www.w3.org/2000/svg" width="69.969" height="56.814" viewbox="0 0 69.969 56.814"> <g id="subheader" transform="translate(96.312 88.344) rotate(180)"> <g id="back" transform="translate(32 34.358)"> <path id="Path_42" data-name="Path 42" d="M0,36.174H36.174V0" transform="translate(51.158 25.579) rotate(135)" fill="none" stroke="#18b8e7" stroke-width="8" /> <line id="Line_1" data-name="Line 1" x2="63.051" transform="translate(1.261 25.579)" fill="none" stroke="#18b8e7" stroke-linejoin="round" stroke-width="8" /> </g> </g> </svg> </a> </div> </div> </div> <div class="cr-teaser-item "> <a href="https://cratedb.com/academy/fundamentals/data-modelling-with-cratedb/hands-on-geospatial-data" class="cr-teaser-a"></a> <div class="cr-teaser"> <div class="cr-teaser-top"> <div class="cr-teaser-tag"> Academy </div> <style> .cr-teaser-top img { margin-top: 10px; } </style> <img src="https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=1344&height=768&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg" alt="Would like to see an image with a developer doing an handson exercise on a laptop-1" loading="" width="1344" height="768" srcset="https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=672&height=384&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg 672w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=1344&height=768&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg 1344w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=2016&height=1152&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg 2016w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=2688&height=1536&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg 2688w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=3360&height=1920&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg 3360w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg?width=4032&height=2304&name=Would%20like%20to%20see%20an%20image%20with%20a%20developer%20doing%20an%20handson%20exercise%20on%20a%20laptop-1.jpeg 4032w" sizes="(max-width: 1344px) 100vw, 1344px"> </div> <div class="cr-teaser-title"> Hands-on exercise </div> <div class="cr-teaser-content"><p>Spin up your CrateDB Cloud cluster and play around with some geospatial queries. Determine for example <span>determine how many of each type of 311 call was made from an area close to the local airport.</span><br><br></p></div> <div class="cr-teaser-cta-footer"> <div class="cr-teaser-date"> </div> <a href="https://cratedb.com/academy/fundamentals/data-modelling-with-cratedb/hands-on-geospatial-data"> Get ready <svg xmlns="http://www.w3.org/2000/svg" width="69.969" height="56.814" viewbox="0 0 69.969 56.814"> <g id="subheader" transform="translate(96.312 88.344) rotate(180)"> <g id="back" transform="translate(32 34.358)"> <path id="Path_42" data-name="Path 42" d="M0,36.174H36.174V0" transform="translate(51.158 25.579) rotate(135)" fill="none" stroke="#18b8e7" stroke-width="8" /> <line id="Line_1" data-name="Line 1" x2="63.051" transform="translate(1.261 25.579)" fill="none" stroke="#18b8e7" stroke-linejoin="round" stroke-width="8" /> </g> </g> </svg> </a> </div> </div> </div> <div class="cr-teaser-item "> <a href="https://cratedb.com/blog/geometric-shapes-indexing-with-bkd-trees" class="cr-teaser-a"></a> <div class="cr-teaser"> <div class="cr-teaser-top"> <div class="cr-teaser-tag"> Blog </div> <style> .cr-teaser-top img { margin-top: 10px; } </style> <img src="https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=371&height=212&name=Shapes-on-the-Map-of-Germany-02-1.png" alt="Shapes-on-the-Map-of-Germany-02-1" loading="lazy" width="371" height="212" srcset="https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=186&height=106&name=Shapes-on-the-Map-of-Germany-02-1.png 186w, https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=371&height=212&name=Shapes-on-the-Map-of-Germany-02-1.png 371w, https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=557&height=318&name=Shapes-on-the-Map-of-Germany-02-1.png 557w, https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=742&height=424&name=Shapes-on-the-Map-of-Germany-02-1.png 742w, https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=928&height=530&name=Shapes-on-the-Map-of-Germany-02-1.png 928w, https://cratedb.com/hs-fs/hubfs/Shapes-on-the-Map-of-Germany-02-1.png?width=1113&height=636&name=Shapes-on-the-Map-of-Germany-02-1.png 1113w" sizes="(max-width: 371px) 100vw, 371px"> </div> <div class="cr-teaser-title"> Geometric Shapes Indexing with BKD-trees </div> <div class="cr-teaser-content"><p>Since <span>version 5.6.0, CrateDB contains a BKD-tree-based indexing strategy for geometric shapes. In this blog post, we delve into the significance of this addition. We explain how it enhances spatial indexing capabilities and accelerates performance of geospatial queries.</span></p></div> <div class="cr-teaser-cta-footer"> <div class="cr-teaser-date"> </div> <a href="https://cratedb.com/blog/geometric-shapes-indexing-with-bkd-trees"> Read the article <svg xmlns="http://www.w3.org/2000/svg" width="69.969" height="56.814" viewbox="0 0 69.969 56.814"> <g id="subheader" transform="translate(96.312 88.344) rotate(180)"> <g id="back" transform="translate(32 34.358)"> <path id="Path_42" data-name="Path 42" d="M0,36.174H36.174V0" transform="translate(51.158 25.579) rotate(135)" fill="none" stroke="#18b8e7" stroke-width="8" /> <line id="Line_1" data-name="Line 1" x2="63.051" transform="translate(1.261 25.579)" fill="none" stroke="#18b8e7" stroke-linejoin="round" stroke-width="8" /> </g> </g> </svg> </a> </div> </div> </div> <div class="cr-teaser-item "> <a href="https://cratedb.com/data-model/geospatial" class="cr-teaser-a"></a> <div class="cr-teaser"> <div class="cr-teaser-top"> <div class="cr-teaser-tag"> Data models </div> <style> .cr-teaser-top img { margin-top: 10px; } </style> <img src="https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=1344&height=768&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg" alt="map of the US with geospatial data" loading="" width="1344" height="768" srcset="https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=672&height=384&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg 672w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=1344&height=768&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg 1344w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=2016&height=1152&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg 2016w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=2688&height=1536&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg 2688w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=3360&height=1920&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg 3360w, https://cratedb.com/hs-fs/hubfs/AI-Generated%20Media/Images/map%20of%20the%20US%20with%20geospatial%20data.jpeg?width=4032&height=2304&name=map%20of%20the%20US%20with%20geospatial%20data.jpeg 4032w" sizes="(max-width: 1344px) 100vw, 1344px"> </div> <div class="cr-teaser-title"> Geospatial data with CrateDB </div> <div class="cr-teaser-content"><p>CrateDB stores, analyzes and tracks the location of people and objects in real-time, all with SQL.</p></div> <div class="cr-teaser-cta-footer"> <div class="cr-teaser-date"> </div> <a href="https://cratedb.com/data-model/geospatial"> Learn more <svg xmlns="http://www.w3.org/2000/svg" width="69.969" height="56.814" viewbox="0 0 69.969 56.814"> <g id="subheader" transform="translate(96.312 88.344) rotate(180)"> <g id="back" transform="translate(32 34.358)"> <path id="Path_42" data-name="Path 42" d="M0,36.174H36.174V0" transform="translate(51.158 25.579) rotate(135)" fill="none" stroke="#18b8e7" stroke-width="8" /> <line id="Line_1" data-name="Line 1" x2="63.051" transform="translate(1.261 25.579)" fill="none" stroke="#18b8e7" stroke-linejoin="round" stroke-width="8" /> </g> </g> </svg> </a> </div> </div> </div> </div> </div></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-7 dnd-section dnd_area-row-3-padding"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-8 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1728673231798" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-header" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_widget_1728673231798_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_header" style="" data-hs-cos-general-type="widget" data-hs-cos-type="header"><h2>User stories</h2></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-9 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1728672381565" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div class="cr-customer-quote" id="widget_1728672381565"> <style> #widget_1728672381565{ } #widget_1728672381565.cr-customer-quote { /*max-width: 1760px;*/ margin: 0 auto; 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object-fit: contain; object-position: left; } #widget_1728672381565 .cr-customer-quote-quote { padding: 20px; box-shadow: 0px 8px 22px #0000001C; margin-bottom: 30px; } #widget_1728672381565 .cr-customer-quote-text { max-width: 600px; font-size: 20px; line-height: 1.3; font-weight: 500; } #widget_1728672381565 .cr-customer-quote-quotee { margin-bottom: 40px; } /* usecase overrides */ #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-item-inner { flex-direction: row; } #widget_1728672381565 .cr-customer-quote-section-usecase.cr-customer-quote-item { min-height: 400px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase { max-width: 300px; margin-top: 80px; padding-top: 80px; /*padding-bottom: 80px;*/ border-right: 1px solid #E2E2E2; padding-right: 48px; } #widget_1728672381565 .cr-customer-quote-cagetories { margin-bottom: 24px; color: #E3B15B; font-size: 16px; font-weight: 600; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-valign .cr-customer-quote-logo { flex-grow: 0; margin-top: 40px; position: absolute; top: 0; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-left:not(.cr-customer-quote-valign) .cr-customer-quote-usecase { margin-top: -30px; padding-top: 50px; padding-bottom: 30px; border-right: 1px solid #E2E2E2; padding-right: 48px; margin-bottom: 30px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-left:not(.cr-customer-quote-valign) .cr-customer-quote-quote { margin-top: 80px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-quote { padding: 0; box-shadow: none; margin-bottom: 0; margin-right: 40px; margin-top: 30px; } /*#widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-center:not(.cr-customer-quote-valign) .cr-customer-quote-quote { margin-top: 0; padding: 40px 0 0px; }*/ #widget_1728672381565 .cr-customer-quote-text p:last-child { margin-bottom: 0; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-center:not(.cr-customer-quote-valign) { flex-grow: 1; display: flex; position: relative; flex-direction: column; align-items: start; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-text, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-text p, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase p { font-size: 14px; max-width: 530px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-center { flex-grow: 1; display: flex; position: relative; flex-direction: column; align-items: start; justify-content: center; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-left { margin-right: 40px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-quotee-image img { max-height: 100% !important; width: 100%; position: relative; right: 0; top: 0; object-fit: cover; height: 100% !important; min-width: 18vw; max-width: 350px !important; min-height: 400px; height: 100%; } #widget_1728672381565 .cr-customer-quote-item.cr-customer-quote-section-quote { height: 400px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-quotee-image { float: none; height: 100%; object-fit: cover; width: auto; overflow: hidden; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-cagetories span { margin-right: 15px; } #widget_1728672381565 .button-group.filters-button-group { margin-bottom: 24px; } #widget_1728672381565 .button-group button { background-color: #19C0EA; margin-bottom: 4px; border: 1px solid #19C0EA; border-radius: 4px; color: #fff; padding: 8px 20px; font-size: 16px; border-radius: 0; opacity: 1; transition: all .3s; } #widget_1728672381565 .button-group button:hover, #widget_1728672381565 .button-group button.is-checked { opacity: 1; background-color: #E3B15B; border: 1px solid #E3B15B; } #widget_1728672381565 .cr-customer-quote-readmore { position: relative; margin-bottom: 40px; text-align: right; margin-top: 40px; } #widget_1728672381565 .cr-customer-quote-readmore a, #widget_1728672381565 .cr-customer-quote-readmore a:visited{ padding: 10px 26px; background-color: #19C0EA; color: #fff; font-weight: bold; text-decoration: none; font-size: 14px; text-transform: uppercase; border: 2px solid transparent; transition: all .2s ease-in-out; } #widget_1728672381565 .cr-customer-quote-readmore a:hover, #widget_1728672381565 .cr-customer-quote-readmore a:active, #widget_1728672381565 .cr-customer-quote-readmore a:focus{ background-color: #ffffff; color: #19C0EA; text-decoration: none; border: 2px solid #19C0EA; } @media all and (max-width: 1080px) { #widget_1728672381565 .cr-customer-quote-quotee-image { display: none; } #widget_1728672381565 .cr-customer-quote-item, #widget_1728672381565 .cr-customer-quote-section-usecase.cr-customer-quote-item{ height: auto; min-height: unset !important; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-text, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-text p, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase p, #widget_1728672381565 .cr-customer-quote-text { font-size: 14px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-center:not(.cr-customer-quote-valign) { padding-top: 20px; padding-bottom: 20px; } } @media all and (max-width: 980px) { #widget_1728672381565 .cr-customer-quote-item.cr-customer-quote-section-quote { height: auto; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-text, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-text p, #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase p, #widget_1728672381565 .cr-customer-quote-text { font-size: 14px !important; } } @media all and (min-width: 769px) { .cr-customer-quote-section-quote .cr-customer-quote-logo { margin-bottom: 10px; } } @media (max-width: 767px) { #widget_1728672381565 { } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-item-inner { flex-direction: column; } #widget_1728672381565 .cr-customer-quote-item-inner { padding: 0px 15px 0px 15px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-left { margin-right: 0px; } #widget_1728672381565.cr-customer-quote { padding: 0; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-center:not(.cr-customer-quote-valign) { flex-direction: column; align-items: normal; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-valign .cr-customer-quote-logo { margin-top: 30px; position: relative; margin-bottom: 20px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-usecase { margin-top: 20px; padding-top: 0; padding-bottom: 0px; border-right: none; padding-right: 0px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-quote { padding: 0; box-shadow: none; margin-bottom: 30px; padding-top: 15px; margin-right: 0px; border-top: 1px solid #E2E2E2; margin-top: 0px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-left:not(.cr-customer-quote-valign) .cr-customer-quote-usecase { border-right: none; margin-top: 20px; padding-top: 0; padding-bottom: 15px; padding-right: 0; margin-bottom: 0px; } #widget_1728672381565 .cr-customer-quote-section-usecase .cr-customer-quote-center:not(.cr-customer-quote-valign) { padding-top: 0; padding-bottom: 0; } #widget_1728672381565 .cr-customer-quote-readmore { position: relative; right: unset; bottom: unset; margin-left: 0px; margin-bottom: 30px; text-align: left !important; margin-top: 0px; } #widget_1728672381565 .cr-customer-quote-logo { margin-top: 20px; margin-bottom: 20px; } } </style> <div class="cr-customer-quote-items"> <div class="cr-customer-quote-item cr-customer-quote-section-usecase "> <div class="cr-customer-quote-item-inner"> <div class="cr-customer-quote-left "> <div class="cr-customer-quote-logo"> <span class="cr-customer-quote-cagetories" style="display: block;"> Geospatial analytics </span> <img src="https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=300&height=63&name=spatially-health-logo-1-300x63.png" alt="spatially-health-logo-1-300x63" loading="lazy" width="300" height="63" style="height: auto;" srcset="https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=150&height=32&name=spatially-health-logo-1-300x63.png 150w, https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=300&height=63&name=spatially-health-logo-1-300x63.png 300w, https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=450&height=95&name=spatially-health-logo-1-300x63.png 450w, https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=600&height=126&name=spatially-health-logo-1-300x63.png 600w, https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=750&height=158&name=spatially-health-logo-1-300x63.png 750w, https://cratedb.com/hs-fs/hubfs/wp-content/uploads/2020/09/spatially-health-logo-1-300x63.png?width=900&height=189&name=spatially-health-logo-1-300x63.png 900w" sizes="(max-width: 300px) 100vw, 300px"> </div> <div class="cr-customer-quote-usecase"> <div id="hs_cos_wrapper_widget_1728672381565_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="use_case_description">Spatially Health is a provider of location intelligence software.They use CrateDB for their data scientists to find geographic insights through the patterns and relationships in their data by analyzing terabytes of data. They plan to scale CrateDB to handle hundreds of terabytes as it continues to expand to other cities.</div> </div> </div> <div class="cr-customer-quote-center cr-customer-quote-valign"> <div class="cr-customer-quote-quote"> <div class="cr-customer-quote-text" style="color: rgba(255, 255, 255, 1.0);"> <div id="hs_cos_wrapper_widget_1728672381565_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="quote_text"><p>"Postgres couldn't keep up with the data we have; Datastax Enterprise had ingest scaling issues with spatial data; Cassandra didn't have spatial query operations. CrateDB was the only database we found that could smoothly process data for our users and for our data science team. We fell in love with it immediately."</p> <p><strong>Kartik Venkatesh</strong><br>CTO<br>Spatially Health</p></div> </div> </div> <div class="cr-customer-quote-readmore"> <a href="https://cratedb.com/stories/spatially-health">Read more</a> </div> </div> <div class="cr-customer-quote-right"> <div class="cr-customer-quote-quotee-image"> <img src="https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=626&height=455&name=Spatially-Health.jpg" alt="Spatially-Health" loading="lazy" width="626" height="455" style="max-width: 100%; height: auto;" srcset="https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=313&height=228&name=Spatially-Health.jpg 313w, https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=626&height=455&name=Spatially-Health.jpg 626w, https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=939&height=683&name=Spatially-Health.jpg 939w, https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=1252&height=910&name=Spatially-Health.jpg 1252w, https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=1565&height=1138&name=Spatially-Health.jpg 1565w, https://cratedb.com/hs-fs/hubfs/Spatially-Health.jpg?width=1878&height=1365&name=Spatially-Health.jpg 1878w" sizes="(max-width: 626px) 100vw, 626px"> </div> </div> </div> </div> <div class="cr-customer-quote-item cr-customer-quote-section-usecase "> <div class="cr-customer-quote-item-inner"> <div class="cr-customer-quote-left "> <div class="cr-customer-quote-logo"> <span class="cr-customer-quote-cagetories" style="display: block;"> Geospatial analytics </span> <img src="https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=228&height=120&name=Avuxi-Logo.png" alt="Avuxi-Logo" loading="lazy" width="228" height="120" style="height: auto;" srcset="https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=114&height=60&name=Avuxi-Logo.png 114w, https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=228&height=120&name=Avuxi-Logo.png 228w, https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=342&height=180&name=Avuxi-Logo.png 342w, https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=456&height=240&name=Avuxi-Logo.png 456w, https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=570&height=300&name=Avuxi-Logo.png 570w, https://cratedb.com/hs-fs/hubfs/Avuxi-Logo.png?width=684&height=360&name=Avuxi-Logo.png 684w" sizes="(max-width: 228px) 100vw, 228px"> </div> <div class="cr-customer-quote-usecase"> <div id="hs_cos_wrapper_widget_1728672381565_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="use_case_description"><div>AVUXI provides location context for travel and real estate. They use CrateDB to collect and query geotagged data from over 65 million locations, processing over 20 million events every day.</div> <div> <div> <div> </div> </div> </div></div> </div> </div> <div class="cr-customer-quote-center cr-customer-quote-valign"> <div class="cr-customer-quote-quote"> <div class="cr-customer-quote-text" style="color: rgba(255, 255, 255, 1.0);"> <div id="hs_cos_wrapper_widget_1728672381565_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="quote_text"><p>"It is a pleasure working with companies like yours, that listen and care about their customers."</p></div> </div> </div> <div class="cr-customer-quote-readmore"> <a href="https://cratedb.com/stories/avuxi">Read more</a> </div> </div> <div class="cr-customer-quote-right"> <div class="cr-customer-quote-quotee-image"> <img src="https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=626&height=455&name=Avuxi.jpg" alt="Avuxi" loading="lazy" width="626" height="455" style="max-width: 100%; height: auto;" srcset="https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=313&height=228&name=Avuxi.jpg 313w, https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=626&height=455&name=Avuxi.jpg 626w, https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=939&height=683&name=Avuxi.jpg 939w, https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=1252&height=910&name=Avuxi.jpg 1252w, https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=1565&height=1138&name=Avuxi.jpg 1565w, https://cratedb.com/hs-fs/hubfs/Avuxi.jpg?width=1878&height=1365&name=Avuxi.jpg 1878w" sizes="(max-width: 626px) 100vw, 626px"> </div> </div> </div> </div> <div class="cr-customer-quote-item cr-customer-quote-section-usecase "> <div class="cr-customer-quote-item-inner"> <div class="cr-customer-quote-left "> <div class="cr-customer-quote-logo"> <span class="cr-customer-quote-cagetories" style="display: block;"> Geospatial analytics </span> <img src="https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=300&height=55&name=clickdrive-logo-1-300x55.png" alt="clickdrive-logo-1-300x55" loading="lazy" width="300" height="55" style="height: auto;" srcset="https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=150&height=28&name=clickdrive-logo-1-300x55.png 150w, https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=300&height=55&name=clickdrive-logo-1-300x55.png 300w, https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=450&height=83&name=clickdrive-logo-1-300x55.png 450w, https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=600&height=110&name=clickdrive-logo-1-300x55.png 600w, https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=750&height=138&name=clickdrive-logo-1-300x55.png 750w, https://cratedb.com/hs-fs/hubfs/clickdrive-logo-1-300x55.png?width=900&height=165&name=clickdrive-logo-1-300x55.png 900w" sizes="(max-width: 300px) 100vw, 300px"> </div> <div class="cr-customer-quote-usecase"> <div id="hs_cos_wrapper_widget_1728672381565_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="use_case_description"><p>Clickdrive.io tracks automotive vehicle fleets in real-time. They use CrateDB to enable storage and analysis of up to 2,000 data points per second, per car.</p></div> </div> </div> <div class="cr-customer-quote-center cr-customer-quote-valign"> <div class="cr-customer-quote-quote"> <div class="cr-customer-quote-text" style="color: rgba(255, 255, 255, 1.0);"> <div id="hs_cos_wrapper_widget_1728672381565_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="quote_text"><p>"Most of the cars in our customers' fleets are in use almost 24 hours a day, and we need to store and analyse the massive amounts of data they generate in real time. We tried a few different SQL and NoSQL databases, and CrateDB offered the best combination of high performance, scalability and ease of use."</p></div> </div> </div> <div class="cr-customer-quote-readmore"> <a href="https://cratedb.com/customers/clickdrive-fleet-tracking-cratedb">Read more</a> </div> </div> <div class="cr-customer-quote-right"> <div class="cr-customer-quote-quotee-image"> <img src="https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=626&height=455&name=Clickdrive.jpg" alt="Clickdrive" loading="lazy" width="626" height="455" style="max-width: 100%; height: auto;" srcset="https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=313&height=228&name=Clickdrive.jpg 313w, https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=626&height=455&name=Clickdrive.jpg 626w, https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=939&height=683&name=Clickdrive.jpg 939w, https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=1252&height=910&name=Clickdrive.jpg 1252w, https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=1565&height=1138&name=Clickdrive.jpg 1565w, https://cratedb.com/hs-fs/hubfs/Clickdrive.jpg?width=1878&height=1365&name=Clickdrive.jpg 1878w" sizes="(max-width: 626px) 100vw, 626px"> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-10 dnd-section dnd_area-row-4-background-layers dnd_area-row-4-background-color"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-11 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_module_16958838043935" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div class="cr-getstarted-items-wrapper" id="module_16958838043935"> <style> #module_16958838043935.cr-getstarted-items-wrapper { /*max-width: 1760px;*/ margin: 0 auto; } #module_16958838043935 .cr-getstarted-header { margin-bottom: 32px; display: flex; align-items: center; margin-right: 20px; } #module_16958838043935 .cr-getstarted-item { margin-right: 20px; } #module_16958838043935 .cr-getstarted-items { display: flex; flex-direction: row; } #module_16958838043935 .cr-getstarted-header h2 { letter-spacing: -2.04px; color: #0A2327; margin-right: 30px; margin-bottom: 0; font-family: Montserrat, Inter, Arial, sans-serif !important; font-weight: 600; } #module_16958838043935 .cr-getstarted-header svg { height: 50px; width: auto; } #module_16958838043935 .cr-getstarted-container.cr-gestarted-inline { display: flex; align-items: center; /*justify-content: space-between;*/ } #module_16958838043935 .cr-gestarted-inline .cr-getstarted-header, #module_16958838043935 .cr-gestarted-inline .cr-getstarted-header h2 { margin-bottom: 0px; } @media all and (max-width: 767px) { #module_16958838043935 .cr-getstarted-container.cr-gestarted-inline { display: block; } #module_16958838043935 .cr-gestarted-inline .cr-getstarted-header { margin-bottom: 20px; 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letter-spacing: -1.7px; margin-right: 20px; margin-bottom: 40px; font-family: Montserrat, Inter, Arial, sans-serif !important; font-weight: 600; line-height: 1.3; } h3.cr-subheadline { font-style: normal; font-weight: 400; font-size: 20px; line-height: 1.3; color: #000; margin-top: 4px; margin-bottom: 0; } @media all and (max-width: 767px) { #module_1720017121888 h2.cr-headline { font-size: 20px; margin-bottom: 20px; } h3.cr-subheadline { font-size: 18px; } } </style> <h2 id="module_1720017121888" class="cr-headline" style="">FAQ</h2> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-14 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1720017115566" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div class="hs-accordion hs-accordion-regular cr-accordion " itemscope itemtype="https://schema.org/FAQPage"> <div class="hs-accordion__item " aria-expanded="" itemscope itemprop="mainEntity" itemtype="https://schema.org/Question"> <button type="button" itemprop="name"> What is the difference between GIS and geospatial analytics? <span class="hs-accordion__item-icon"></span> </button> <main role="region" itemscope itemprop="acceptedAnswer" itemtype="https://schema.org/Answer"> <div class="hs-accordion__item-content" itemprop="text"> <p>GIS (Geographic Information System) is a tool used to collect, store, and visualize geographic data, primarily for mapping and spatial analysis. It provides the infrastructure to manage and manipulate spatial data. Geospatial analytics, on the other hand, refers to the process of analyzing geographic data to uncover patterns, trends, and insights. While GIS focuses on data management and visualization, geospatial analytics emphasizes the interpretation and extraction of actionable insights from that data, often integrating advanced techniques like AI, machine learning, and predictive modeling to solve complex spatial problems.</p> </div> </main> </div> <div class="hs-accordion__item " aria-expanded="" itemscope itemprop="mainEntity" itemtype="https://schema.org/Question"> <button type="button" itemprop="name"> What is geospatial analytics, and how does it differ from traditional data analytics? <span class="hs-accordion__item-icon"></span> </button> <main role="region" itemscope itemprop="acceptedAnswer" itemtype="https://schema.org/Answer"> <div class="hs-accordion__item-content" itemprop="text"> <p>Geospatial analytics involves analyzing data that is tied to specific geographical locations, often represented through maps or spatial coordinates. Unlike traditional data analytics, which typically focuses on numerical or categorical data, geospatial analytics adds a locational context to data, allowing users to visualize and analyze spatial patterns, relationships, and trends. This added dimension enables more accurate decision-making in fields like urban planning, environmental monitoring, and transportation logistics.</p> </div> </main> </div> <div class="hs-accordion__item " aria-expanded="" itemscope itemprop="mainEntity" itemtype="https://schema.org/Question"> <button type="button" itemprop="name"> What industries benefit most from geospatial analytics? <span class="hs-accordion__item-icon"></span> </button> <main role="region" itemscope itemprop="acceptedAnswer" itemtype="https://schema.org/Answer"> <div class="hs-accordion__item-content" itemprop="text"> <p>Geospatial analytics is widely used across multiple industries, including:</p> <ul> <li>Transportation and Logistics: For route optimization, fleet management, and tracking vehicles or assets in real-time.</li> <li>Urban Planning and Smart Cities: To analyze land use, infrastructure, and traffic patterns, supporting sustainable urban growth.</li> <li>Agriculture: To monitor crop health, manage resources, and optimize yields based on soil and climate data.</li> <li>Energy and Utilities: For managing infrastructure, predicting demand, and optimizing energy distribution.</li> <li>Retail and Real Estate: To analyze customer demographics and locations to improve marketing strategies and site selection.</li> </ul> </div> </main> </div> <div class="hs-accordion__item " aria-expanded="" itemscope itemprop="mainEntity" itemtype="https://schema.org/Question"> <button type="button" itemprop="name"> What types of data are commonly used in geospatial analytics? <span class="hs-accordion__item-icon"></span> </button> <main role="region" itemscope itemprop="acceptedAnswer" itemtype="https://schema.org/Answer"> <div class="hs-accordion__item-content" itemprop="text"> Geospatial analytics relies on various types of data, including:<br> <ul> <li>GPS and Satellite Data: Provides location information, often used for tracking and monitoring assets.</li> <li>IoT Sensor Data: Used for real-time monitoring of infrastructure, vehicles, or environmental conditions in smart cities or logistics networks.</li> <li>Geotagged Social Media Data: Captures user-generated content with location metadata, useful for real-time insights.</li> <li>Demographic Data: Helps understand population distribution, income levels, and other societal factors in a geographic area.</li> <li>Remote Sensing Sata: Involves the collection of data about the Earth’s surface from aircraft or satellites, often used in agriculture, environmental monitoring, and land use planning.</li> </ul> <p> </p> </div> </main> </div> <div class="hs-accordion__item " aria-expanded="" itemscope itemprop="mainEntity" itemtype="https://schema.org/Question"> <button type="button" itemprop="name"> How does CrateDB manage geospatial data? <span class="hs-accordion__item-icon"></span> </button> <main role="region" itemscope itemprop="acceptedAnswer" itemtype="https://schema.org/Answer"> <div class="hs-accordion__item-content" itemprop="text"> <p>CrateDB manages geospatial data by providing native support for geographic data types, such as points, lines, and polygons. It allows users to store, query, and analyze geospatial data efficiently, leveraging SQL for easy querying. CrateDB supports geospatial indexing, enabling fast lookups and proximity searches. It also integrates with common geospatial standards like GeoJSON, making it compatible with a wide range of applications. Additionally, CrateDB’s scalability ensures that it can handle large datasets, making it suitable for real-time geospatial analytics across industries such as logistics, IoT, and smart city initiatives. <a href="/data-model/geospatial" rel="noopener">More information here.</a></p> </div> </main> </div> </div></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <input type="hidden" name="breadcrumb" value=""> </main> <div data-global-resource-path="sf2-crate/templates/partials/footer-landify.html"> <footer class="footer" id="cr-footer"> <div class="footer-overlay-color" style="background-color: transparent;"> <div class="footer__container content-wrapper footer_firstrow"> <div class="row-fluid"> <div class="span12"> <div class="row-fluid footer-widget"> <div class="span3 footer-widget-content"> <div class="footer_logo"> <img src="https://cratedb.com/hubfs/19927462/CrateDB-logo-blue-white.svg" class="hs-image-widget" loading="lazy" 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