{"id":7653,"date":"2023-06-13T18:28:19","date_gmt":"2023-06-13T16:28:19","guid":{"rendered":"https:\/\/www.systra.com\/ireland\/?post_type=services&#038;p=7653"},"modified":"2025-12-18T15:19:03","modified_gmt":"2025-12-18T15:19:03","slug":"data-science-and-visualisation","status":"publish","type":"services","link":"https:\/\/www.systra.com\/ireland\/services\/data-science-and-visualisation\/","title":{"rendered":"Data Science and Visualisation"},"content":{"rendered":"\n<p class=\"has-dusty-blue-color has-text-color has-medium-font-size\"><strong>SYSTRA provides expert data analysis and visualisation to help clients in multiple sectors make informed decisions at all stages of their major infrastructure projects.<\/strong><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-left\" id=\"h-data-science-services-for-better-decision-making\">Data science services for better decision-making  <\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>We live in a data age. Data is collected, maintained, shared and used in growing quantities \u2013 for many purposes \u2013 by governments, businesses and other organisations across all sectors. It is used to provide insights and analyses that enable new projects, products and services to be developed \u2013 with the potential to create trillions of pounds of value.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>For planners and developers of major infrastructure projects, gathering, analysing and generating actionable insights from data to inform their plans and designs can be a daunting prospect. Specialised data science expertise is required to manage, process and interrogate large volumes of data, and to produce visualisations that present insights and analysis in accessible and useable formats.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>SYSTRA has expertise across multiple data science disciplines to help organisations produce meaningful insights from the data they collect and create. We use scientific methods, maths and statistics, programming, analytics, artificial intelligence (AI) and storytelling to identify and explain the insights hidden within data.<\/p>\n\n\n\n<div style=\"height:49px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile is-image-fill has-griplusclair-background-color has-background\"><div class=\"wp-block-media-text__content\">\n<div style=\"height:75px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"h-featured-projects\">our experience<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-noir-color has-text-color has-medium-font-size\">Discover how SYSTRA provides expert insight and advice to support decision making, policy development and strategy.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fdcfc74e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-griplusclair-color has-light-eggplant-background-color has-text-color has-background wp-element-button\" href=\"https:\/\/www.systra.com\/ireland\/our-projects\/\" style=\"border-radius:100px\">VIEW CASE STUDIES<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><figure class=\"wp-block-media-text__media\" style=\"background-image:url(https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-1024x645.jpg);background-position:50% 50%\"><img decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-1024x645.jpg\" alt=\"\" class=\"wp-image-5673 size-full\" srcset=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-1024x645.jpg 1024w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-300x189.jpg 300w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-768x484.jpg 768w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-474x299.jpg 474w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-800x504.jpg 800w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-180x113.jpg 180w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-153x96.jpg 153w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6-230x145.jpg 230w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/insights-6.jpg 1190w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n\n<div style=\"height:49px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-dusty-blue-color has-text-color has-medium-font-size\"><strong>At SYSTRA we use our data science expertise to provide clients with data insights that add value and unlock competitive advantage for major infrastructure projects.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Scientific support for purposeful decision-making<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The team of data scientists at SYSTRA has the multi-disciplinary expertise to offer a wide range of data management, data processing and automation, data analytics and visualisation services for clients on a wide range of projects. These projects could include transport infrastructure developments, energy generation programmes, environmental projects or construction schemes.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-data-collection-processing-and-analysis\">Data collection, processing and analysis<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Our services cover the whole spectrum of data science requirements for our clients. From initial strategic advice to data gathering and preparation to processing and analysis, through to clear communication of our findings and insights. We provide the high-quality insight and decision support that clients on major development projects need to optimise efficiencies, achieve cost savings and deliver positive outcomes.<\/p>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Data science with clarity and purpose<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Clients can choose to access our services for any aspect of data processing, management or analysis \u2013 or commission us to deliver a complete end-to-end project covering all of our data science disciplines. <\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The individual elements of our service include:<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data strategy and planning: <\/strong>We can help you to understand the transport data you have and how it can be made available to support your goals.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data capture<\/strong>: Gathering raw structured and unstructured data from all relevant sources.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data preparation<\/strong>: Converting raw data into a consistent format suitable for analytics or artificial intelligence models.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data processing<\/strong>: Examining the data for biases, patterns, ranges, and distributions of values to determine its usability analysis.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data analysis<\/strong>: Using statistical data analysis, geospatial location intelligence and predictive analytics techniques to extract patterns and insights from the data.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data visualisation<\/strong>: Our insights are presented through interactive, fully customisable dashboards and mapping tools.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-insights-to-support-efficient-optimal-project-delivery\">Insights to support efficient, optimal project delivery<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The aim of our data science team is to help clients achieve time and cost savings, and to deliver high-quality projects that optimise positive outcomes and impacts. We help clients to extract the important insights from large and wide-ranging datasets, helping to make the complex simple and understandable.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>We support well-informed decision-making by communicating our findings clearly and accessibly, using dashboards, visualisations and storytelling to convey the key messages from our data analysis.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-image-fill has-griplusclair-background-color has-background\"><figure class=\"wp-block-media-text__media\" style=\"background-image:url(https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-1024x483.jpg);background-position:50% 50%\"><img decoding=\"async\" width=\"1024\" height=\"483\" src=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-1024x483.jpg\" alt=\"\" class=\"wp-image-8588 size-full\" srcset=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-1024x483.jpg 1024w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-300x142.jpg 300w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-768x362.jpg 768w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-474x224.jpg 474w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-1352x638.jpg 1352w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-800x377.jpg 800w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-180x85.jpg 180w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-153x72.jpg 153w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2-230x108.jpg 230w, https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/oxford-phasing-constructability-2.jpg 1378w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-left\">AREAS OF EXPERTISE<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data strategy advice and development.<\/li>\n\n\n\n<li>Data visualisation.<\/li>\n\n\n\n<li>Data strategy development and advice.<\/li>\n\n\n\n<li>Bespoke interactive tool development.<\/li>\n\n\n\n<li>Data workflow automation.<\/li>\n\n\n\n<li>Data analysis and recommendations.<\/li>\n\n\n\n<li>Geospatial and location intelligence.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:107px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:81px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\">We&#8217;d love to help with your next project<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-blanc-color has-dirty-purple-background-color has-text-color has-background wp-element-button\" href=\"https:\/\/www.systra.com\/ireland\/contact\/business\/\" style=\"border-radius:100px\">Connect with our specialists<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:67px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-you-may-also-like\">you may also like<\/h3>\n\n\n\n<div style=\"height:22px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group who-pattern-content-feed\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n    <div class=\"who-block-content-feed\">\n        \n\t\t<div class=\"tile tile--page \">\n\t\t<figure class=\"tile__thumbnail\">\n\t\t\t<img decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/05\/media-enquiries-1024x645.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Expert Insights\" \/>\n\t\t\t<figcaption class=\"tile__content\">\n\t\t\t\t\t\t\t\t<h3 class=\"tile__title\" style=\"color:#fff !important\">Expert&#039;s Insights<\/h3>\n\n\t\t\t\t<a class=\"tile__link\" href=\"https:\/\/www.systra.com\/ireland\/experts_insights\/\">\n\t\t\t\t\tRead more\t\t\t\t\t<span class=\"screen-reader-text\"> sur Expert&#039;s Insights<\/span>\n\t\t\t\t<\/a>\n\t\t\t<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n    <\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n    <div class=\"who-block-content-feed\">\n        \n\t\t<div class=\"tile tile--page \">\n\t\t<figure class=\"tile__thumbnail\">\n\t\t\t<img decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/strategic-traffic-modelling-website-header-1024x645.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" \/>\n\t\t\t<figcaption class=\"tile__content\">\n\t\t\t\t\t\t\t\t<h3 class=\"tile__title\" style=\"color:#fff !important\">About Us<\/h3>\n\n\t\t\t\t<a class=\"tile__link\" href=\"https:\/\/www.systra.com\/ireland\/who-we-are\/about-us\/\">\n\t\t\t\t\tRead more\t\t\t\t\t<span class=\"screen-reader-text\"> sur About Us<\/span>\n\t\t\t\t<\/a>\n\t\t\t<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n    <\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n    <div class=\"who-block-content-feed\">\n        \n\t\t<div class=\"tile tile--page \">\n\t\t<figure class=\"tile__thumbnail\">\n\t\t\t<img decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2025\/10\/sustainability_header-1024x645.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" \/>\n\t\t\t<figcaption class=\"tile__content\">\n\t\t\t\t\t\t\t\t<h3 class=\"tile__title\" style=\"color:#fff !important\">Sustainability at SYSTRA<\/h3>\n\n\t\t\t\t<a class=\"tile__link\" href=\"https:\/\/www.systra.com\/ireland\/who-we-are\/ambition-values\/sustainability\/\">\n\t\t\t\t\tRead more\t\t\t\t\t<span class=\"screen-reader-text\"> sur Sustainability at SYSTRA<\/span>\n\t\t\t\t<\/a>\n\t\t\t<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n    <\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>SYSTRA provides expert data analysis and visualisation to help clients in multiple sectors make informed decisions at all stages of their major infrastructure projects. Data science services for better decision-making We live in a data age. Data is collected, maintained, shared and used in growing quantities \u2013 for many purposes \u2013 by governments, businesses and [&hellip;]<\/p>\n","protected":false},"featured_media":8604,"parent":0,"menu_order":0,"template":"","type-service":[57],"class_list":["post-7653","services","type-services","status-publish","has-post-thumbnail","hentry","type-service-data-modelling"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Modelling for Transport &amp; Infrastructure - SYSTRA Ireland<\/title>\n<meta name=\"description\" content=\"SYSTRA data modelling teams use innovative tools to help clients appraise the impacts and outcomes of transport and infrastructure schemes and proposals.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science and Visualisation\" \/>\n<meta property=\"og:description\" content=\"SYSTRA data modelling teams use innovative tools to help clients appraise the impacts and outcomes of transport and infrastructure schemes and proposals.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.systra.com\/ireland\/services\/data-science-and-visualisation\/\" \/>\n<meta property=\"og:site_name\" content=\"SYSTRA Ireland\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-18T15:19:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.systra.com\/ireland\/wp-content\/uploads\/sites\/24\/2023\/06\/data-science-and-visualisation-header.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2380\" \/>\n\t<meta property=\"og:image:height\" content=\"1500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@SYSTRA_LTD\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.systra.com\\\/ireland\\\/services\\\/data-science-and-visualisation\\\/\",\"url\":\"https:\\\/\\\/www.systra.com\\\/ireland\\\/services\\\/data-science-and-visualisation\\\/\",\"name\":\"Data Modelling for Transport & Infrastructure - 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