{"id":4203,"date":"2022-09-05T16:45:14","date_gmt":"2022-09-05T14:45:14","guid":{"rendered":"https:\/\/tic-assurance.nl\/expertises\/data-analysis\/"},"modified":"2025-05-23T11:53:07","modified_gmt":"2025-05-23T09:53:07","slug":"data-analysis","status":"publish","type":"page","link":"https:\/\/tic-assurance.nl\/en\/expertises\/data-analysis\/","title":{"rendered":"Data analysis"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4203\" class=\"elementor elementor-4203 elementor-1903\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-470f0231 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"470f0231\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;triangle&quot;,&quot;shape_divider_bottom_negative&quot;:&quot;yes&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"true\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M500.2,94.7L0,0v100h1000V0L500.2,94.7z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-63e826fd\" data-id=\"63e826fd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-41fead67 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"41fead67\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-25087f92\" data-id=\"25087f92\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-384c5780 elementor-widget elementor-widget-heading\" data-id=\"384c5780\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Data analysis<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-611e58df elementor-widget elementor-widget-text-editor\" data-id=\"611e58df\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:750}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Better insight into business processes using<br \/>data-analysis and data-visualization.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-3318ef49 elementor-align-center elementor-invisible elementor-widget elementor-widget-button\" data-id=\"3318ef49\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:1000}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tic-assurance.nl\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get in touch<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5dcf48b7 animated-slow elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"5dcf48b7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:1500,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6583a3a2\" data-id=\"6583a3a2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d4b2985 elementor-widget elementor-widget-heading\" data-id=\"6d4b2985\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data-analysis by nature<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cd42161 elementor-widget elementor-widget-image\" data-id=\"5cd42161\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1519\" height=\"184\" src=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Balk.svg\" class=\"attachment-full size-full wp-image-1983\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1262d95f elementor-section-content-middle elementor-reverse-tablet elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1262d95f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-73bf324a\" data-id=\"73bf324a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-655d2247 elementor-widget elementor-widget-text-editor\" data-id=\"655d2247\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Data analysis and data visualisation<\/h3>\n<p>The correct application of data analysis provides a better insight in your business processes, thus providing a contribution to the optimisation of the activities and the realisation of your goals. We would like to contribute to the success of your organisation with the help of data analysis and data visualisation.<\/p>\n<p>Data analysis is the discovery of patterns, anomalies and inconsistencies, and the extraction of other useful information about the research subject by means of analysis, modelling and visualisation for the purpose of the planning or the execution of the assignment.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3e16c45b\" data-id=\"3e16c45b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7ba58900 elementor-widget elementor-widget-image\" data-id=\"7ba58900\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-2-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-image-2916\" alt=\"data-analyse data-visualisatie\" srcset=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-2-768x512.jpg 768w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-2-300x200.jpg 300w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-2-1310x873.jpg 1310w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-2-1536x1024.jpg 1536w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-2.jpg 2000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-69008bf2 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69008bf2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-167dd4b\" data-id=\"167dd4b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5de9c9eb elementor-widget elementor-widget-image\" data-id=\"5de9c9eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"data-analyse data-visualisatie\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjkxNywidXJsIjoiaHR0cHM6XC9cL3RpYy1hc3N1cmFuY2UubmxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL0RhdGEtYW5hbHlzZS0zLmpwZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-image-2917\" alt=\"data-analyse data-visualisatie\" srcset=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3-768x512.jpg 768w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3-300x200.jpg 300w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3-1310x873.jpg 1310w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3-1536x1024.jpg 1536w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-3.jpg 2000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2dd63869\" data-id=\"2dd63869\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-275b6489 elementor-widget elementor-widget-text-editor\" data-id=\"275b6489\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Data analysis and data visualisation often go hand in hand. However, there is an important distinction. Data analysis, including data extraction, data transformation and data validation, is a process that precedes the visualisation. This is also described as ETL (Extraction, Transformation and Load). The visualisation is in fact a graphical representation of the processed data. For the reliability, the &#8216;analysis part&#8217; is of crucial importance.<\/p>\n<p>By making use of special software, the integrity of the data is guaranteed, and it&#8217;s traceable which edits have taken place in the data. This allows the data to be verified in relation to the source. With the help of the development of specific scripts that are geared at the data from your organisation, it&#8217;s possible to repeat the extraction in a straightforward manner.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-78cb167 elementor-section-content-middle elementor-reverse-tablet elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"78cb167\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7e2fba07\" data-id=\"7e2fba07\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d1d0b1f elementor-widget elementor-widget-text-editor\" data-id=\"4d1d0b1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u2018<em>Technology can contribute to a higher quality, which makes is essential for the audit. It is inherent that this results in an alteration of the contents of the profession.\u00a0 A shift from a system-oriented to a data-oriented audit approach is feasible, considering that the technique makes it possible to assess complete files instead of just samples. For example, in the determination which characteristics of journal entries might be indicative for the risk of mistakes or fraud. In such a case, it&#8217;s possible to analyse all entries and the information you gain with that can be used to discover unusual entries.<\/em><\/p>\n<p><em>The discovery of relevant patterns in the data that serve to investigate further makes it possible to perform a better risk analysis, which may result in a better base for the approach to the audit\u2019.<\/em><\/p>\n<p>(Steering group public interest, 2019).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8fd119 elementor-align-left elementor-invisible elementor-widget elementor-widget-button\" data-id=\"e8fd119\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:0}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tic-assurance.nl\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get in touch<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-24519bec\" data-id=\"24519bec\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-df0c4d3 elementor-widget elementor-widget-image\" data-id=\"df0c4d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"513\" src=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-4-768x513.jpg\" class=\"attachment-medium_large size-medium_large wp-image-2918\" alt=\"data-analyse data-visualisatie\" srcset=\"https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-4-768x513.jpg 768w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-4-300x200.jpg 300w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-4-1310x874.jpg 1310w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-4-1536x1025.jpg 1536w, https:\/\/tic-assurance.nl\/wp-content\/uploads\/Data-analyse-4.jpg 2000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Better insight into business processes usingdata-analysis and data-visualization. Get in touch Data-analysis by nature Data analysis and data visualisation The correct application of data analysis provides a better insight in your business processes, thus providing a contribution to the optimisation of the activities and the realisation of your goals. We would like to contribute to [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"parent":4174,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-4203","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data analysis | TIC Assurance<\/title>\n<meta name=\"description\" content=\"TIC Assurance offers you better insight into business processes with the help of data analysis and data visualization.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tic-assurance.nl\/en\/expertises\/data-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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