{"id":50841,"date":"2026-06-16T08:59:34","date_gmt":"2026-06-16T07:59:34","guid":{"rendered":"https:\/\/www.systra.com\/ireland\/?post_type=expert_insights&#038;p=50841"},"modified":"2026-06-16T09:00:43","modified_gmt":"2026-06-16T08:00:43","slug":"visualisation-framework-making-data-accessible-for-analysis","status":"publish","type":"expert_insights","link":"https:\/\/www.systra.com\/ireland\/expert_insights\/visualisation-framework-making-data-accessible-for-analysis\/","title":{"rendered":"Visualisation Framework &#8211; Making data accessible for analysis"},"content":{"rendered":"\n<p class=\"has-light-eggplant-color has-text-color has-medium-font-size wp-block-paragraph\"><strong>Data is powerful and influential. But it can also be complex,&nbsp;confusing&nbsp;and inaccessible.<\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">To truly harness the benefits of a varied and multi-input data stream&nbsp;it\u2019s&nbsp;crucial to present it in a format that users can derive clear outputs from.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s&nbsp;why SYSTRA\u2019s Data Science Team has worked so diligently to create an effective and efficient dashboard&nbsp;framework&nbsp;aimed at supporting decision makers and strategy planners.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Transport for the North\u2019s (TfN)&nbsp;visualisation framework has been a collaborative effort to deliver a package that can be rolled out universally and help&nbsp;showcase&nbsp;key opportunities for infrastructure improvements across communities.&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"h-w-hat-is-the-visualisation-framework\" class=\"wp-block-heading\">W<strong>hat is the\u00a0visualisation\u00a0framework?<\/strong>\u00a0<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The framework is a full-stack, open-source and low-cost dashboarding solution built entirely from scratch. Rather than relying on expensive proprietary enterprise software, our teams developed a bespoke system designed specifically for the nuanced needs of transport and infrastructure planning.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The technology stack includes:&nbsp;<\/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>A custom React library (vis-core) that serves as the template for building applications, featuring componentry for interactive charting and map-based visualisations using vector tiles and the&nbsp;maplibre-gl&nbsp;library.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A .NET web API, which is currently being translated into a core library and template for easy deployment.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A PostgreSQL database build from the ground up to work directly with the framework out of the box, complete with built-in authorisation and vector tile capabilities.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python-driven&nbsp;data load processes.&nbsp;<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Because the framework is built on open-source technology, it offers exceptional value for public sector clients by avoiding recurring enterprise licensing fees. It also allows for a high degree of customisability for clients with specific requirements. This solves the common pain points of building consistent visualisations and&nbsp;providing&nbsp;a seamless web-based access to stakeholders across&nbsp;different locations.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Clients can visualise complex scenarios spatially and over time. This includes exploring rail and highway modelling outputs, projecting Electric Vehicle (EV)&nbsp;uptake, or&nbsp;examining the impacts of different policy scenarios for business cases.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Comparatively, it means&nbsp;very low&nbsp;cost to deploy whilst outputting&nbsp;high quality&nbsp;visuals to the web.&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"h-how-was-the-visualisation-created-nbsp\" class=\"wp-block-heading\"><strong>How was the visualisation created?<\/strong>&nbsp;<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">A significant challenge in creating these visualisations is the raw data itself. It is produced in countless ways, arriving in various file formats, from&nbsp;disparate&nbsp;sources, and with varying levels of normalisation.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">For our&nbsp;Data Science Team, the primary task was developing consistent schemas that minimise repetition, optimise performance and maintainability, and&nbsp;establish&nbsp;robust long-term processes upstream.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">A clear example of this Extract, Transform, Load (ETL) process was our work on the Strategic Analysis apps for the Northern Powerhouse Rail (NPR) business case. Data was flowing in from&nbsp;a large number of&nbsp;distinct analytical processes, workstreams and analysts. It required rigorous cleaning and normalisation to maximally exploit the commonalities between all the different data sources; transforming a complex web of information into a unified data model.&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"h-the-visualisation-nbsp-framework-in-action-transport-for-the-north-nbsp\" class=\"wp-block-heading\"><strong><strong>The visualisation&nbsp;framework in action \u2013 Transport for the North<\/strong>&nbsp;<\/strong><\/h3>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-2 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" data-id=\"75025\" src=\"https:\/\/www.systra.com\/uk\/wp-content\/uploads\/sites\/11\/2026\/06\/visualisation-framework-graphic-1-1024x576.png\" alt=\"\" class=\"wp-image-75025\"\/><\/figure>\n<\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We\u2019re&nbsp;really pleased to be able to put the data together as a connected platform to help others do their own analysis.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">TfN&nbsp;required a solution to a common public sector dilemma. They were paying high&nbsp;licence&nbsp;fees for third-party tools that lacked the flexibility of an in-house solution and did not have the right mix of capabilities to suit their spatial and transport data. As a public sector body,&nbsp;TfN&nbsp;wanted to generate long-term value from their investment, rather than paying rent for software.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">SYSTRA developed the&nbsp;Visualisation&nbsp;Framework from the ground up, but it is fundamentally&nbsp;TfN\u2019s&nbsp;platform. We worked&nbsp;hand-in-hand&nbsp;with&nbsp;TfN&nbsp;throughout the process. This collaborative approach focused on upskilling their internal team to&nbsp;maximise&nbsp;the framework\u2019s potential and build the in-house&nbsp;expertise&nbsp;necessary to&nbsp;maintain&nbsp;and develop the tools long term.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The platform fits seamlessly into the&nbsp;TfN&nbsp;Offer, a tiered system providing, at its heart, self-serve access to&nbsp;TfN\u2019s&nbsp;data,&nbsp;analytics&nbsp;and tooling.&nbsp;The&nbsp;rollout empowers users to conduct their own analysis across a suite of bespoke tools:&nbsp;<\/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>Climate Vulnerability Tool (CVT) &#8212; helps LADs assess the vulnerability of road and rail networks to climatic risks, meeting Green Book climate change requirements for local transport plans&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Northern Powerhouse Rail (NPR) Strategic Analysis \u2013&nbsp;showcases&nbsp;business case evidence,&nbsp;visualising&nbsp;user benefits, wider economic impacts, air quality, noise, severance, and accessibility impacts across different strategic rail investment scenarios&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Electric Vehicle Charging Infrastructure (EVCI)&nbsp;Visualiser&nbsp;(link&nbsp;<a href=\"https:\/\/evci-visualiser.transportforthenorth.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/evci-visualiser.transportforthenorth.com\/)<\/a>&nbsp;\u2013 projects EV charging requirements,&nbsp;likely demand, CO2&nbsp;savings&nbsp;and potential charging sites under different scenarios for Sub-National Transport Bodies (STBs) across England.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Transport-Related Social Exclusion (TRSE) (link&nbsp;<a href=\"https:\/\/trse.transportforthenorth.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/trse.transportforthenorth.com\/)<\/a>&nbsp;and Severance tools (<a href=\"https:\/\/severance.transportforthenorth.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/severance.transportforthenorth.com\/)<\/a>&nbsp;\u2013 outline the vulnerability of specific areas to social exclusion and highlight severance risks&nbsp;regarding&nbsp;access to education,&nbsp;health&nbsp;and key services.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strategic Rail \u2013 pulls together metrics about the rail network, including accessibility, facilities, loadings,&nbsp;performance&nbsp;and congestion&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Transport Model&nbsp;Visualisation&nbsp;(NoHAM,&nbsp;NoRMS) &#8211; intended for&nbsp;modellers&nbsp;and other specialists, these tools&nbsp;visualise&nbsp;highway and rail model inputs and outputs, enabling model QA and the direct comparison of different scenarios.&nbsp;<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"h-what-is-the-future-development-of-data-and-the-visualisation-nbsp-framework-nbsp\" class=\"wp-block-heading\"><strong>What is the future development of data and the visualisation&nbsp;framework?<\/strong>&nbsp;<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The primary target audience for this approach includes those local and regional bodies (e.g. Local Authorities, Combined&nbsp;Authorities&nbsp;and other public sector organisations) where cost&nbsp;control&nbsp;and data ownership are&nbsp;particular priorities. The framework offers a transition away from static reports and spreadsheets, toward interactive, shareable web dashboards they can manage themselves.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">SYSTRA provides the&nbsp;expertise&nbsp;in understanding data architecture and how it all fits together. Our specialists can help clients set up the infrastructure to build an entire stack from the ground up.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Looking ahead, our roadmap&nbsp;includes fully&nbsp;open-sourcing&nbsp;the framework, including API libraries,&nbsp;templates&nbsp;and bootstrapping, so clients can build this out on their own infrastructure. We will also continue to enhance the breadth of visualisation&nbsp;capabilities&nbsp;within the tool to widen the offer for future users.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The code is free to&nbsp;access&nbsp;and our experts are ready to help you build a bespoke, cost-effective data\/visualisation infrastructure.&nbsp;<\/p>\n\n\n\n<div style=\"height:64px\" 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-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n    <div class=\"who-block-content-feed\">\n        \n\t\t<div class=\"tile tile--services \">\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\/transport-data_01-1024x645.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\t<ul class=\"tile__tag__wrapper\">\n\t\t\t\t\t\t<li class=\"tile__tag\">\n\t\t\t\t\t\t\tservices\t\t\t\t\t\t<\/li>\n\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t<h3 class=\"tile__title\" style=\"color:#fff !important\">Data Science and Visualisation<\/h3>\n\n\t\t\t\t<a class=\"tile__link\" href=\"https:\/\/www.systra.com\/ireland\/services\/data-science-and-visualisation\/\">\n\t\t\t\t\tRead more\t\t\t\t\t<span class=\"screen-reader-text\"> sur Data Science and Visualisation<\/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\" style=\"flex-basis:50%\">\n    <div class=\"who-block-content-feed\">\n        \n\t\t<div class=\"tile tile--services \">\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\/header-digital_data-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\t<ul class=\"tile__tag__wrapper\">\n\t\t\t\t\t\t<li class=\"tile__tag\">\n\t\t\t\t\t\t\tservices\t\t\t\t\t\t<\/li>\n\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t<h3 class=\"tile__title\" style=\"color:#fff !important\">Digital Solutions and Software Development<\/h3>\n\n\t\t\t\t<a class=\"tile__link\" href=\"https:\/\/www.systra.com\/ireland\/services\/digital-solutions-and-software-development\/\">\n\t\t\t\t\tRead more\t\t\t\t\t<span class=\"screen-reader-text\"> sur Digital Solutions and Software Development<\/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\" style=\"flex-basis:50%\">\n    <div class=\"who-block-content-feed\">\n        \n\t\t<div class=\"tile tile--services \">\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\/transport-data-analysis-and-visualisation-header-v2-1024x645.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\t<ul class=\"tile__tag__wrapper\">\n\t\t\t\t\t\t<li class=\"tile__tag\">\n\t\t\t\t\t\t\tservices\t\t\t\t\t\t<\/li>\n\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t<h3 class=\"tile__title\" style=\"color:#fff !important\">Transport Data Analysis &amp; Visualisation<\/h3>\n\n\t\t\t\t<a class=\"tile__link\" href=\"https:\/\/www.systra.com\/ireland\/services\/data-science-and-visualisation\/transport-data-analysis-and-visualisation\/\">\n\t\t\t\t\tRead more\t\t\t\t\t<span class=\"screen-reader-text\"> sur Transport Data Analysis &amp; Visualisation<\/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<\/div><\/div>\n","protected":false},"featured_media":50845,"template":"","type-insight":[],"class_list":["post-50841","expert_insights","type-expert_insights","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.7) - 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