{"id":15192,"date":"2020-08-28T10:29:11","date_gmt":"2020-08-28T08:29:11","guid":{"rendered":"https:\/\/novustat.com\/data-mining-consulting.html"},"modified":"2026-09-24T09:15:11","modified_gmt":"2026-09-24T07:15:11","slug":"data-mining-consulting","status":"publish","type":"page","link":"https:\/\/novustat.com\/en\/data-mining-consulting.html","title":{"rendered":"Data Mining Consulting"},"content":{"rendered":"\n<div id=\"content\" role=\"main\" tabindex=\"-1\" data-elementor-type=\"wp-page\" data-elementor-id=\"15192\" class=\"elementor elementor-15192 elementor-8 elementor-bc-flex-widget\" data-elementor-post-type=\"page\">\n<div class=\"elementor-element elementor-element-394da2ee e-con-full e-flex e-con e-parent\" data-id=\"394da2ee\" data-element_type=\"container\" data-e-type=\"container\" id=\"novu-data-mining\">\n<div class=\"elementor-element elementor-element-e28ae6e novu-r15-hero-row e-flex e-con-boxed e-con e-child\" data-id=\"e28ae6e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-5a7a38c e-con-full novu-r15-hero-row novu-r15-hero-copy e-flex e-con e-child\" data-id=\"5a7a38c\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-e542cd7 novu-r15-hero-copy e-flex e-con-boxed e-con e-child\" data-id=\"e542cd7\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-f1443e8 elementor-widget elementor-widget-heading\" data-id=\"f1443e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Discover the value in your data<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-4b509ab elementor-widget elementor-widget-heading\" data-id=\"4b509ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h1 class=\"elementor-heading-title elementor-size-default\">Data Mining Consulting<\/h1>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-20cb993 elementor-widget elementor-widget-heading\" data-id=\"20cb993\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Turn complex data into patterns, predictions and informed decisions.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-041fbc1 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"041fbc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>Data mining is also known as intelligent data analysis. In data mining consulting, we identify patterns and rules for you in large volumes of data using statistical methods, artificial intelligence (e.g. neural networks) and visualization techniques. This involves not only analyzing data from the past, but also making predictions for the future.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-4c06908 e-con-full e-flex e-con e-child\" data-id=\"4c06908\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-4dfa938 e-con-full e-flex e-con e-child\" data-id=\"4dfa938\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-40a9702 elementor-align-left elementor-widget__width-inherit elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"40a9702\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-icon\"><br \/>\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M440 6.5L24 246.4c-34.4 19.9-31.1 70.8 5.7 85.9L144 379.6V464c0 46.4 59.2 65.5 86.6 28.6l43.8-59.1 111.9 46.2c5.9 2.4 12.1 3.6 18.3 3.6 8.2 0 16.3-2.1 23.6-6.2 12.8-7.2 21.6-20 23.9-34.5l59.4-387.2c6.1-40.1-36.9-68.8-71.5-48.9zM192 464v-64.6l36.6 15.1L192 464zm212.6-28.7l-153.8-63.5L391 169.5c10.7-15.5-9.5-33.5-23.7-21.2L155.8 332.6 48 288 464 48l-59.4 387.3z\"><\/path><\/svg>\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request data mining consulting<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-ab5a38f e-con-full e-flex e-con e-child\" data-id=\"ab5a38f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation_mobile&quot;:&quot;none&quot;}\">\n<div class=\"elementor-element elementor-element-7eb95fd elementor-widget elementor-widget-image\" data-id=\"7eb95fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_Schritt_3_Statistische_Umsetzung_mobile-2.webp\" class=\"elementor-animation-bob attachment-full size-full wp-image-43592\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_Schritt_3_Statistische_Umsetzung_mobile-2.webp 1280w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_Schritt_3_Statistische_Umsetzung_mobile-2-300x169.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_Schritt_3_Statistische_Umsetzung_mobile-2-1024x576.webp 1024w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_Schritt_3_Statistische_Umsetzung_mobile-2-768x432.webp 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-6161232 elementor-widget elementor-widget-text-editor\" data-id=\"6161232\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"novu-mining-page\">\n<div class=\"dm-stats-band\">\n<div class=\"dm-stats\">\n<div class=\"dm-stats-head\">\n<div>\n<h2>NOVUSTAT in a nutshell<\/h2>\n<p>Experience, expertise and quality<br \/>for your data mining project.<\/p>\n<\/div>\n<p><img decoding=\"async\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1-1_opti.webp\" alt=\"NOVUSTAT\" width=\"88\" height=\"88\" \/><\/p>\n<\/div>\n<div class=\"dm-stats-grid\">\n<div class=\"dm-stat\"><strong>10+<\/strong>years of<br \/>project experience<\/div>\n<div class=\"dm-stat\"><strong>3000+<\/strong>completed<br \/>statistics projects<\/div>\n<div class=\"dm-stat\"><strong>80+<\/strong>statistics experts<br \/>in our network<\/div>\n<div class=\"dm-stat\"><strong>4.9\/5<\/strong>average<br \/>customer rating<\/div>\n<\/div>\n<\/div>\n<\/div>\n<section class=\"dm-section\">\n<div class=\"dm-wrap\">\n<p class=\"dm-kicker\">From exploration to implementation<\/p>\n<h2>Our data mining services at a glance<\/h2>\n<div class=\"dm-lead\">\n<p>We are happy to support you with the following services:<\/p>\n<\/div>\n<div class=\"dm-cards\">\n<article class=\"dm-card\"><span class=\"dm-index\">01<\/span><\/p>\n<h3>Data mining consulting<\/h3>\n<p>We support you in all phases of planning and implementing your specific data mining project.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">02<\/span><\/p>\n<h3><a href=\"https:\/\/novustat.com\/data-science-beratung.html\">Predictive modeling<\/a><\/h3>\n<p>We create forecasts based on the data mining results. A target-oriented approach requires a high level of expertise and goes far beyond simple extrapolation into the future.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">03<\/span><\/p>\n<h3><a href=\"https:\/\/novustat.com\/datenauswertung\/big-data-analytics.html\">Big data mining<\/a><\/h3>\n<p>To ensure that your data mining works efficiently even with large and complex data volumes, we help you to scale your processes.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">04<\/span><\/p>\n<h3><a href=\"https:\/\/novustat.com\/?page_id=209\">Data Mining Deployment<\/a><\/h3>\n<p>Data mining serves not only to increase knowledge, but above all for a practical purpose: the results obtained must be applied in a useful way, for example by segmenting customers into categories, or to provide a basis for an appropriate response to future developments. We will be happy to help you create and implement a successful concept.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">05<\/span><\/p>\n<h3>Visualization &amp; processing<\/h3>\n<p>Data mining produces large quantities of results. We take care of their clear, descriptive and target group-oriented presentation.<\/p>\n<\/article>\n<article class=\"dm-card dm-card-call\">\n<h3>Let\u2019s discuss your project<\/h3>\n<p><strong>If you need support with a data mining project, our statisticians will be happy to help you. Simply use our <\/strong><a href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><strong>Contact form<\/strong><\/a><strong> for a free consultation &amp; a non-binding offer \u2013 or <\/strong><a href=\"tel:+4921199346512\"><strong>give us a call<\/strong><\/a><strong>.<\/strong><\/p>\n<p><a class=\"dm-button\" href=\"\/en\/get-free-quote.html\">Request a free quote<\/a><\/p>\n<\/article>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"dm-section dm-tint\">\n<div class=\"dm-wrap dm-split\">\n<div>\n<p class=\"dm-kicker\">Understand your data<\/p>\n<h2 id=\"h-was-ist-data-mining\">What is data mining?<\/h2>\n<p>Data mining is a generic term for processes that generate knowledge from data in order to make well-founded decisions. It is used in basic research as well as in market research, production optimization and healthcare. Wherever large amounts of data (big data) are generated.<\/p>\n<p>These methods are more efficient than traditional statistical evaluations and can search for correlations between all data, discover clusters of somehow similar data sets and find temporal or geographical patterns. Efficient algorithms, data visualization methods and artificial intelligence are used for this purpose.<\/p>\n<\/div>\n<aside class=\"dm-questions\">\n<h3>Which questions can data mining answer?<\/h3>\n<ul>\n<li>What factors influence a customer\u2019s decision to repay a loan?<\/li>\n<li>Which factors cause a certain disease or accelerate healing?<\/li>\n<li>Which product is a particular customer likely to buy?<\/li>\n<li>Predicting customer churn<\/li>\n<\/ul>\n<p>Such knowledge supports the planning of marketing campaigns, forecasting, fraud detection, business intelligence and many other business activities.<\/p>\n<\/aside>\n<\/div>\n<\/section>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-c5e7af7 e-con-full e-flex e-con e-child\" data-id=\"c5e7af7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"elementor-element elementor-element-2ee391b e-con-full e-flex e-con e-child\" data-id=\"2ee391b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"elementor-element elementor-element-2aa78a7 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"2aa78a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp\" class=\"attachment-large size-large wp-image-38057\" alt=\"Novustat Chart Quote\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp 1024w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-150x150.webp 150w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-768x768.webp 768w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1536x1536.webp 1536w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis.webp 2000w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-d5e5f90 elementor-absolute elementor-widget elementor-widget-html\" data-id=\"d5e5f90\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n<div class=\"novu-regina-badge\" aria-label=\"Regina Hollweck, Senior Statistikerin\">\n<div class=\"novu-regina-badge__logo\">\n    <img loading=\"lazy\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1_opti.webp\" alt=\"NOVUSTAT Logo\" width=\"160\" height=\"160\" loading=\"lazy\" decoding=\"async\">\n  <\/div>\n<div class=\"novu-regina-badge__content\">\n<h3>Regina Hollweck<\/h3>\n<p class=\"novu-regina-badge__role\">Senior statistician<\/p>\n<\/p><\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-696d132 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-image\" data-id=\"696d132\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"903\" height=\"998\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti.webp\" class=\"attachment-full size-full wp-image-41847\" alt=\"Regina Hollweck, Senior Statistician at NOVUSTAT, is the contact person for statistical consulting and a free initial assessment.\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti.webp 903w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti-271x300.webp 271w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti-768x849.webp 768w\" sizes=\"auto, (max-width: 903px) 100vw, 903px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-1046c1c e-con-full e-flex e-con e-child\" data-id=\"1046c1c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-b3a9f71 elementor-widget elementor-widget-heading\" data-id=\"b3a9f71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Free Initial Assessment<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-8dfc1a8 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"8dfc1a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Do you need support with your data mining project?<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-6a98bae elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6a98bae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>We\u2019d be happy to help you uncover patterns and make practical use of your data. NOVUSTAT will review your research question, data set and objectives, and help you choose the <strong>data mining methods, models and next steps<\/strong> that fit your project.<\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-a3f397a elementor-widget elementor-widget-html\" data-id=\"a3f397a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-hero-buttons-only\">\n<div class=\"novu-hero-buttons-row\">\n<p>    <a class=\"novu-hero-btn novu-hero-btn-request\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n      <span class=\"novu-hero-btn-inner\"><br \/>\n        <span class=\"novu-hero-icon\" aria-hidden=\"true\"><br \/>\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M22 2 11 13\"><\/path>\n            <path d=\"M22 2 15 22 11 13 2 9 22 2z\"><\/path>\n          <\/svg><br \/>\n        <\/span><br \/>\n        <span class=\"novu-hero-btn-text\">Request a Non-Binding 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e-flex e-con e-child\" data-id=\"15f9499\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-50eb7d2 elementor-widget elementor-widget-image\" data-id=\"50eb7d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"tel:+4921199346512\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"469\" height=\"312\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Ger.png\" class=\"attachment-full size-full wp-image-37613\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Ger.png 469w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Ger-300x200.png 300w\" sizes=\"auto, (max-width: 469px) 100vw, 469px\" \/>\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<div 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data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-a1057f7 elementor-widget elementor-widget-image\" data-id=\"a1057f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"tel:+18885233685\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"469\" height=\"312\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Austria.png\" class=\"attachment-full size-full wp-image-37609\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Austria.png 469w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Austria-300x200.png 300w\" sizes=\"auto, (max-width: 469px) 100vw, 469px\" \/>\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<div class=\"elementor-element elementor-element-714b35c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"714b35c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\"><a href=\"tel:+18885233685\">+1 (888) 5233685<\/a><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-5d967ef elementor-widget elementor-widget-text-editor\" data-id=\"5d967ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"novu-mining-page\">\n<section class=\"dm-section\">\n<div class=\"dm-wrap\">\n<p class=\"dm-kicker\">Support at every stage<\/p>\n<h2>How we support your data mining project<\/h2>\n<div class=\"dm-cards\">\n<article class=\"dm-card\"><span class=\"dm-index\">01<\/span><\/p>\n<h3>Advice on planning<\/h3>\n<p>What should be pursued with the data mining project? Is the goal achievable? In what time and with what effort? What are the prerequisites for this?<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">02<\/span><\/p>\n<h3>Advice on data collection<\/h3>\n<p>Where can data be collected and how? What data mining methods are available? How should questions be formulated? Which key figures are suitable for answering a specific question?<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">03<\/span><\/p>\n<h3>Advice on data protection issues<\/h3>\n<p>Which data may be analyzed for which purpose? How do you reliably anonymize data? We are happy to program your anonymization routine.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">04<\/span><\/p>\n<h3>Support with data preparation<\/h3>\n<p>We help you to merge your data and improve its quality, i.e. with provision, integration, migration and cleansing.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">05<\/span><\/p>\n<h3>Evaluation support<\/h3>\n<p>Novustat\u2019s experts are familiar with all data mining methods and tools and will help you to set up and program the evaluations, check your code for errors or carry out a second evaluation to confirm your results.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">06<\/span><\/p>\n<h3>Interpretation and presentation of the results<\/h3>\n<p>We are also happy to help you interpret your results and present your findings in a target group-oriented manner for donors, customers, management or the public.<\/p>\n<\/article>\n<\/div>\n<div class=\"dm-callout\">\n<details>\n<summary>Why work with a data mining consultant?<\/summary>\n<div>\n<p>The methods and procedures of classical statistics are not sufficient for data mining. New methods have been developed for this purpose, such as<\/p>\n<ul>\n<li>clustering,<\/li>\n<li>Classification,<\/li>\n<li>Crossvalidation,<\/li>\n<li>Decision tree<\/li>\n<li>the segmentation and<\/li>\n<li>the aggregation of data records<\/li>\n<\/ul>\n<p>This is one of the reasons why most people need advice from specialized service providers when it comes to data mining.<br \/>While traditional statistical evaluations are often limited to two or three dimensions and examine, for example, correlations between two variables or differences between two groups of test subjects, the data and evaluations of data mining involve multidimensional problems.<\/p>\n<\/div>\n<\/details>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"dm-section dm-tint\">\n<div class=\"dm-wrap\">\n<p class=\"dm-kicker\">From data to practical insights<\/p>\n<h2>Where is data mining used?<\/h2>\n<div class=\"dm-lead\">\n<p>Data mining can efficiently search through large amounts of data (e.g. big data) and not only find correlations that were already suspected, but also completely unexpected ones. This makes it the ideal method for unearthing data treasures that companies collect unintentionally or through website tracking in the course of their business activities.<\/p>\n<\/div>\n<div class=\"dm-cards dm-two\">\n<article class=\"dm-card\"><span class=\"dm-index\">01<\/span><\/p>\n<h3>Analysis of customer data<\/h3>\n<p>The regularly generated information includes customer master data and transaction data. This makes it possible to determine in which areas a particularly large or small number of customers live or which customer groups order how much and what, as well as reliably pay their bills. It is also possible to determine which products are bought most frequently, which products are bought most frequently by a customer group and so on. This allows customer categories to be formed and targeted advertising measures and discounts to be launched that only apply to individual market segments.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">02<\/span><\/p>\n<h3>Process optimization<\/h3>\n<p>Other interesting data are those that arise during the production and quality assurance of products, for example: How long does it take to manufacture a product from delivery of the material to delivery to the customer? Which work step takes the longest? What is the throughput of which step and where is productivity limited by bottlenecks? Where is the most waste generated?<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">03<\/span><\/p>\n<h3>Optimization of websites<\/h3>\n<p>Tracking a website generates additional information about how visitors arrived at it, what interests them and what does not, which keywords they click on and which subpages they read most carefully. This provides companies with direct and unbiased feedback on the effectiveness of advertising measures and the attractiveness of website content.<\/p>\n<\/article>\n<article class=\"dm-card\"><span class=\"dm-index\">04<\/span><\/p>\n<h3>Scientific studies<\/h3>\n<p>Although data mining is primarily associated with commercial applications, scientific studies can also benefit enormously from this process. Possible areas of application are the evaluation of radiation from space or data from a particle accelerator, patient data from a hospital or heart sounds from ECG recordings.<\/p>\n<p>In fact, there are an infinite number of possible applications, so that any type of data can be structured and insights generated.<\/p>\n<\/article>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"dm-section\">\n<div class=\"dm-wrap dm-split\">\n<div>\n<p class=\"dm-kicker\">Choose the right approach<\/p>\n<h2>Common data mining methods<\/h2>\n<p>Data mining involves not only the evaluation of data, but also its consolidation, data cleansing and other preparation. Data analysis is usually about answering a specific question. Exploratory data mining is also possible, in which hypotheses are generated from the data.<\/p>\n<p>Procedures that are frequently used include:<\/p>\n<div class=\"dm-callout\">\n<h3>The right method for your data<\/h3>\n<p>Of course, the data mining method and tools should be selected to suit your problem. We support you in selecting the best possible procedure or apply it on your behalf.<\/p>\n<\/div>\n<\/div>\n<div class=\"dm-accordion\">\n<details>\n<summary>Clustering<\/summary>\n<div>\n<p>Clustering is about finding groups of data (so-called clusters). A cluster is a set of objects that are very similar to each other in terms of certain properties. A large number of cluster algorithms are available for this purpose. The difficulty lies in finding the variables and algorithms that fit the data and the question.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Classification<\/summary>\n<div>\n<p>For the classification, the objects are categorized into classes based on criteria that match the question asked.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Segmentation<\/summary>\n<div>\n<p>Segmentation is an appropriate classification of data. This expediency depends, of course, on the question asked. For example, customers can be segmented according to the frequency or size of their orders, their payment reliability, zip code, age, etc.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Extraction<\/summary>\n<div>\n<p>During extraction, the data relevant to the question posed is selected from the entirety of the data. Depending on the type of data, linguistic methods for text data or self-learning methods (e.g. with neural networks) can also be useful here.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Dependency analyses (e.g. correlation analyses or regression)<\/summary>\n<div>\n<p>Dependencies between two variables are calculated, e.g. between age and sales made. Do older customers buy more or less of a particular product?<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Validation<\/summary>\n<div>\n<p>Correlations found in the data should then be validated using other data. For this purpose, the available data is often divided into two groups from the outset: the training data and the test data. The training data is used to train neural networks, for example, and the test data is then used to check whether the learned algorithm works. This validation can prevent patterns that occur randomly in one part of the data from being falsely regarded as generally valid.<\/p>\n<\/div>\n<\/details>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"dm-section dm-tint\">\n<div class=\"dm-wrap\">\n<p class=\"dm-kicker\">A clear process<\/p>\n<h2>Your data mining project in five phases<\/h2>\n<div class=\"dm-lead\">\n<p>Data is explored iteratively. In other words, you feel your way towards the results. A distinction is made between the following phases, which can be repeated as often as required:<\/p>\n<\/div>\n<ol class=\"dm-steps\">\n<li>\n<div class=\"dm-step-body\">\n<h3>Data selection and cleansing<\/h3>\n<p>In this step, the data to be analyzed is selected and incomplete or implausible data records are cleaned up and, if necessary, the data is converted into a different format.<\/p>\n<\/div>\n<\/li>\n<li>\n<div class=\"dm-step-body\">\n<h3>Data exploration<\/h3>\n<p>A systematic search is too time-consuming for large amounts of data. Therefore, heuristic search methods are used. This involves looking at the data from different perspectives in order to find concrete expectations confirmed and to be surprised by the results. Data exploration is supported by visualization tools that enable the visual representation of data and its properties in several dimensions, colors and shapes. Artificial intelligence methods can also reveal correlations that remain hidden to the human eye.<\/p>\n<\/div>\n<\/li>\n<li>\n<div class=\"dm-step-body\">\n<h3>Modeling<\/h3>\n<p>Exploration reveals patterns, connections and correlations between data. To determine whether the data relationships found actually exist and are statistically significant, the underlying assumptions and hypotheses are expressed mathematically.<\/p>\n<\/div>\n<\/li>\n<li>\n<div class=\"dm-step-body\">\n<h3>Evaluation<\/h3>\n<p>The hypotheses are then tested on the basis of the available data and other data using the usual statistical methods.<\/p>\n<\/div>\n<\/li>\n<li>\n<div class=\"dm-step-body\">\n<h3>Application<\/h3>\n<p>The patterns found are used, for example, to create forecasts or develop marketing strategies.<\/p>\n<\/div>\n<\/li>\n<\/ol>\n<\/div>\n<\/section>\n<section class=\"dm-section\">\n<div class=\"dm-wrap dm-split\">\n<div>\n<p class=\"dm-kicker\">Tools matched to your project<\/p>\n<h2>Software and tools for data mining<\/h2>\n<p>The tools can also be divided into different categories according to the data mining methods:<\/p>\n<p>You can find more information on these tool types and associated tools <a href=\"https:\/\/novustat.com\/statistik-glossar\/data-mining-software.html\">here<\/a>.<\/p>\n<\/div>\n<ul class=\"dm-tools\">\n<li><strong>Statistical Software<\/strong>Statistical software supports the usual statistical methods such as regression and correlation analysis as well as multivariate analyses, e.g. mining with <a href=\"https:\/\/novustat.com\/?page_id=231\">R<\/a> or <a href=\"https:\/\/novustat.com\/en\/data-analysis\/spss-analysis.html\">SPSS evaluation<\/a>.<\/li>\n<li><strong>Artificial Intelligence<\/strong>Artificial intelligence enables pattern and rule recognition, especially machine learning software such as <a href=\"https:\/\/novustat.com\/datenauswertung\/rapidminer.html\">RapidMiner<\/a>.<\/li>\n<li><strong>Cluster Analysis<\/strong>Cluster analysis tools find clusters in the data.<\/li>\n<li><strong>Language Processing<\/strong>Language processing tools analyze natural language texts.<\/li>\n<li><strong>Data Visualization<\/strong>Data visualization tools display data and its properties graphically.<\/li>\n<\/ul>\n<\/div>\n<\/section>\n<section class=\"dm-section dm-tint\">\n<div class=\"dm-wrap\">\n<p class=\"dm-kicker\">Individual, flexible support<\/p>\n<h2>Consulting that fits your requirements<\/h2>\n<div class=\"dm-cards dm-two\">\n<article class=\"dm-card\">\n<h3>Who is data mining consulting suitable for?<\/h3>\n<p>Our statistical consulting is universally designed and offers you qualified <a href=\"https:\/\/novustat.com\/en\/statistical-consulting.html\">statistics help<\/a> in any case. Our service is suitable for all interested parties, especially corporate customers, who want to deal individually with specific questions of data mining, regardless of the type of data:<\/p>\n<ul>\n<li><strong>Place of residence<\/strong>: Only an Internet connection is required for our statistical consulting service<\/li>\n<li>Scientific or operational <strong>issues<\/strong>: we will find the right expert for your challenge!<\/li>\n<li><strong>Prior knowledge<\/strong>: We pick you up and adapt to your needs<\/li>\n<li><strong>Field of application:<\/strong> With our statistics experts, we can provide excellent support for financial, economic, biological, medical, psychological and marketing applications in particular and contribute our specialist knowledge in an application-oriented manner.<\/li>\n<\/ul>\n<\/article>\n<article class=\"dm-card\">\n<h3>How does the consultation work?<\/h3>\n<p>The data mining consultation takes place <strong>online with screen transmission<\/strong>. We use Skype, Zoom or MS Teams for coaching. Alternative media can be used with corporate customers, for example, if the customer organizes the meeting. As part of a statistics consultation, our experts will advise you on your problem and show you possible solutions. An evaluation from our side does not take place in the context of a statistical consultation. This service can also be used separately.<\/p>\n<p>We will be happy to help you with your project. All you need to do is formulate the question and we will take care of the rest. Alternatively, we can also support you as part of a consultation, where you can book support services individually or in full. Contact us and you will definitely find competent help every step of the way.<\/p>\n<div class=\"dm-callout\">\n<p><strong>If you need support in the form of data mining advice, our statisticians will be happy to help you. Simply use our <\/strong><a href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><strong>Contact form<\/strong><\/a><strong> for a free consultation &amp; a non-binding offer \u2013 or <\/strong><a href=\"tel:+4921199346512\"><strong>give us a call<\/strong><\/a><strong>.<\/strong><\/p>\n<\/div>\n<\/article>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"dm-section\">\n<div class=\"dm-wrap\">\n<p class=\"dm-kicker\">Good to know<\/p>\n<h2>Frequently asked questions about data mining consulting<\/h2>\n<div class=\"dm-accordion\">\n<details>\n<summary>How can I send you the data?<\/summary>\n<div>\n<p>Data mining involves analyzing large volumes of data (big data). A transfer is possible via exchange platforms such as WeTransfer. For target-oriented and efficient data mining consulting, it is often sufficient for the consultant to have a section of data available.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>What distinguishes data mining from classic statistical methods?<\/summary>\n<div>\n<p>The aim of data mining processes is to promote dependencies, regularities and patterns in otherwise incoherent or unstructured raw data. Classical statistics, on the other hand, is based on hypotheses that you want to verify.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>What software do you work with?<\/summary>\n<div>\n<p>We have a large pool of statisticians who carry out data mining themselves and offer data mining consulting. Our statisticians use software such as RapidMiner, but analyses are also carried out using Python.<\/p>\n<\/div>\n<\/details>\n<\/div>\n<\/div>\n<\/section>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-5809881 novu-r15-reference-row e-con-full e-flex e-con e-child\" data-id=\"5809881\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"elementor-element elementor-element-6c8b65e e-con-full novu-r15-reference-copy e-flex e-con e-child\" data-id=\"6c8b65e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-1f8eab4 elementor-widget elementor-widget-heading\" data-id=\"1f8eab4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Results that build trust.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-bc79fb7 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"bc79fb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">What our customers say about NOVUSTAT<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-80aa393 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"80aa393\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>Reviews and case studies<\/strong> show how clients experience working with NOVUSTAT. For more than ten years, our statistical services have combined specialist expertise with practical support for research and business.<\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-073ba2f elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"073ba2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Certified reviews from projects.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-da1ab24 e-con-full e-flex e-con e-child\" data-id=\"da1ab24\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-5f1570e e-con-full e-flex e-con e-child\" data-id=\"5f1570e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div 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elementor-widget__width-inherit elementor-widget elementor-widget-html\" data-id=\"744db28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div class=\"dm-review-stack\">\n<blockquote class=\"dm-review\">\n<p>I have worked with Novustat multiple times. Their service is fast and thorough, and their project managers and statisticians are very helpful, responsive, and friendly. Highly recommended!<\/p>\n<p>23.06.2024<\/p>\n<\/blockquote>\n<blockquote class=\"dm-review\">\n<p>Top! Excellent communication. The statistician quickly identified where my problems were and processed everything very quickly and very well. In the subsequent phone call everything was explained very well and understandably. Absolute recommendation!<\/p>\n<p>15.05.2024<\/p>\n<\/blockquote>\n<blockquote class=\"dm-review\">\n<p>The request was responded to promptly and an initial appointment was arranged. I received comprehensive support and advice in conducting and evaluating my survey.<\/p>\n<p>20.02.2024<\/p>\n<\/blockquote>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-ea35dd4 elementor-align-center elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"ea35dd4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/novustat.com\/en\/customers.html\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-icon\"><br \/>\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more about our references<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<section class=\"elementor-section elementor-top-section elementor-element elementor-element-496cd62 novu-r26-final-section elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"496cd62\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-background-overlay\"><\/div>\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1d8ad34 novu-r26-final-cta\" data-id=\"1d8ad34\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-a529d93 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"a529d93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Get started on your data mining project with NOVUSTAT.<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-df38a8a elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"df38a8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">You will receive a non-binding quote shortly.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-dfe7325 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"dfe7325\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Data-driven planning. Expert guidance. Confidential implementation.  <\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-2f6c89f elementor-widget elementor-widget-html\" data-id=\"2f6c89f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-hero-buttons-only\">\n<div class=\"novu-hero-buttons-row\">\n<p>    <a class=\"novu-hero-btn novu-hero-btn-request\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n      <span class=\"novu-hero-btn-inner\"><br \/>\n        <span class=\"novu-hero-icon\" aria-hidden=\"true\"><br \/>\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M22 2 11 13\"><\/path>\n            <path d=\"M22 2 15 22 11 13 2 9 22 2z\"><\/path>\n          <\/svg><br \/>\n        <\/span><br \/>\n        <span class=\"novu-hero-btn-text\">Request a Non-Binding Quote<\/span><br \/>\n      <\/span><br \/>\n    <\/a><\/p>\n<p>    <a class=\"novu-hero-btn novu-hero-btn-mail\" href=\"&#x6d;&#x61;&#x69;&#x6c;&#x74;&#x6f;&#x3a;&#105;&#110;&#102;&#111;&#64;novu&#x73;&#x74;&#x61;&#x74;&#x2e;&#x63;&#x6f;&#x6d;\"><br \/>\n      <span class=\"novu-hero-btn-inner\"><br \/>\n        <span class=\"novu-hero-icon\" aria-hidden=\"true\"><br \/>\n          <svg viewbox=\"0 0 24 24\">\n            <rect x=\"3\" y=\"5\" width=\"18\" height=\"14\" rx=\"2\" ry=\"2\"><\/rect>\n            <path d=\"M3 7l9 6 9-6\"><\/path>\n          <\/svg><br \/>\n        <\/span><br \/>\n        <span class=\"novu-hero-btn-text\">Send an email now<\/span><br \/>\n      <\/span><br \/>\n    <\/a><\/p><\/div>\n<\/div><\/div>\n<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c37cfc8 novu-final-flag-section elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c37cfc8\" data-element_type=\"section\" data-e-type=\"section\">\n<div class=\"elementor-container elementor-column-gap-no\">\n<div 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data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"tel:+41788911111\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"469\" height=\"312\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Ch.png\" class=\"attachment-full size-full wp-image-37611\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Ch.png 469w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novu_Ch-300x200.png 300w\" sizes=\"auto, (max-width: 469px) 100vw, 469px\" \/>\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<div class=\"elementor-element elementor-element-920178b elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"920178b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\"><a href=\"tel:+41788911111\">+41 (0) 78 89 11111<\/a><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-24f6980\" data-id=\"24f6980\" data-element_type=\"column\" data-e-type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-f0498f7 novu-us-flag-widget novu-flag-size-final elementor-widget elementor-widget-image\" data-id=\"f0498f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"tel:+18885233685\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"469\" height=\"312\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/10\/novustat-united-states-flag.png\" class=\"attachment-full size-full wp-image-55081\" alt=\"United States\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/10\/novustat-united-states-flag.png 469w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/10\/novustat-united-states-flag-300x200.png 300w\" sizes=\"auto, (max-width: 469px) 100vw, 469px\" \/>\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<div class=\"elementor-element elementor-element-c39478c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"c39478c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\"><a href=\"tel:+18885233685\">+1 (888) 5233685<\/a><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section>\n<div class=\"elementor-element elementor-element-10c3d13 novu-gdpr-badge-widget elementor-widget elementor-widget-image\" data-id=\"10c3d13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/DSGVO-konform-Badge-NOVUSTAT_ergebnis-e1781089815189.webp\" class=\"attachment-full size-full wp-image-37907\" alt=\"GDPR-compliant trust element on the NOVUSTAT website\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Discover the value in your data Data Mining Consulting Turn complex data into patterns, predictions and informed decisions. Data mining is also known as intelligent data analysis. In data mining consulting, we identify patterns and rules for you in large volumes of data using statistical methods, artificial intelligence (e.g. neural networks) and visualization techniques. This [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-15192","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Mining Consulting | NOVUSTAT Statistical Consulting<\/title>\n<meta name=\"description\" content=\"Data Mining Consulting - Identify patterns &amp; rules in large amounts of data using statistical methods: Help for companies &amp; research!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/novustat.com\/en\/data-mining-consulting.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Mining Consulting | NOVUSTAT Statistical Consulting\" \/>\n<meta property=\"og:description\" content=\"Data Mining Consulting - 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