{"id":988252,"date":"2026-08-31T18:08:52","date_gmt":"2026-08-31T18:08:52","guid":{"rendered":"https:\/\/companionscorp.com\/en\/?page_id=988252"},"modified":"2026-08-31T20:34:11","modified_gmt":"2026-08-31T20:34:11","slug":"exploratory-data-analysis","status":"publish","type":"page","link":"https:\/\/companionscorp.com\/de\/services\/data-business-intelligence\/exploratory-data-analysis\/","title":{"rendered":"Exploratory Data Analysis"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"988252\" class=\"elementor elementor-988252\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0000200b e-flex e-con-boxed e-con e-parent\" data-id=\"0000200b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-00002003 e-flex e-con-full e-con e-parent\" data-id=\"00002003\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00002001 elementor-widget elementor-widget-image\" data-id=\"00002001\" data-element_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=\"150\" height=\"150\" src=\"https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-987789\" alt=\"Companions Corp mark\" srcset=\"https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-150x150.png 150w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-300x300.png 300w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-12x12.png 12w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-270x270.png 270w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-192x192.png 192w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-180x180.png 180w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-32x32.png 32w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo.png 512w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\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<div class=\"elementor-element elementor-element-00002002 elementor-widget elementor-widget-heading\" data-id=\"00002002\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/companionscorp.com\/de\/\">COMPANIONS CORP<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0000200a e-flex e-con-full cc-desktop-nav e-con e-parent\" data-id=\"0000200a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002004 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002004\" data-element_type=\"widget\" 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:\/\/companionscorp.com\/de\/\">\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\">Home<\/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<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002005 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002005\" data-element_type=\"widget\" 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:\/\/companionscorp.com\/de\/services\/\">\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\">Services<\/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<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002006 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002006\" data-element_type=\"widget\" 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:\/\/companionscorp.com\/de\/about\/\">\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\">About<\/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<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002007 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002007\" data-element_type=\"widget\" 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:\/\/companionscorp.com\/de\/portfolio\/\">\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\">Portfolio<\/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<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002008 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002008\" data-element_type=\"widget\" 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:\/\/companionscorp.com\/de\/team\/\">\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\">Team<\/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<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002009 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002009\" data-element_type=\"widget\" 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:\/\/companionscorp.com\/de\/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\">Contact<\/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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccmob001 elementor-widget elementor-widget-html\" data-id=\"ccmob001\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ccm-nav\"><details><summary aria-label=\"Open primary navigation\"><span>Menu<\/span><span aria-hidden=\"true\">+<\/span><\/summary><nav aria-label=\"Mobile primary navigation\"><a href=\"https:\/\/companionscorp.com\/de\/\">Home<\/a><a href=\"https:\/\/companionscorp.com\/de\/services\/\">Services<\/a><a href=\"https:\/\/companionscorp.com\/de\/about\/\">About<\/a><a href=\"https:\/\/companionscorp.com\/de\/portfolio\/\">Portfolio<\/a><a href=\"https:\/\/companionscorp.com\/de\/team\/\">Team<\/a><a class=\"ccm-contact\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">Contact<\/a><\/nav><\/details><\/div><style>.elementor-element-ccmob001{display:none!important}@media(max-width:767px){.cc-desktop-nav{display:none!important}.elementor-element-ccmob001{display:block!important;width:100%!important}.ccm-nav{width:100%;font-family:Kanit,Arial,sans-serif}.ccm-nav details{width:100%}.ccm-nav summary{display:flex;align-items:center;justify-content:space-between;cursor:pointer;list-style:none;background:#172328;color:#F5F2EA;border:1px solid #2B3A40;border-radius:12px;padding:13px 16px;font-weight:600}.ccm-nav summary::-webkit-details-marker{display:none}.ccm-nav details[open] summary{border-radius:12px 12px 0 0}.ccm-nav nav{display:grid;background:#172328;border:1px solid #2B3A40;border-top:0;border-radius:0 0 12px 12px;overflow:hidden}.ccm-nav nav a{color:#F5F2EA!important;text-decoration:none!important;padding:13px 16px;border-top:1px solid #2B3A40;font-weight:600}.ccm-nav nav a:hover,.ccm-nav nav a:focus-visible{background:#223138;color:#70CBE8!important;outline:2px solid #70CBE8;outline-offset:-2px}.ccm-nav nav .ccm-contact{background:#70CBE8;color:#0F171B!important}}}<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78797 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78797\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78796 e-flex e-con-full e-con e-parent\" data-id=\"3ae78796\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78789 e-flex e-con-full e-con e-parent\" data-id=\"3ae78789\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78783 elementor-widget elementor-widget-heading\" data-id=\"3ae78783\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">DISCOVERY \/ 02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78784 elementor-widget elementor-widget-heading\" data-id=\"3ae78784\" data-element_type=\"widget\" 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\">Find the pattern.<br>Frame the right question.<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78785 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78785\" data-element_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>We explore structure, variation, anomalies and relationships before teams commit to a dashboard, model or major analytical investment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78788 e-flex e-con-full e-con e-parent\" data-id=\"3ae78788\" data-element_type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78786 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78786\" data-element_type=\"widget\" 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-md\" href=\"https:\/\/companionscorp.com\/de\/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\">Start an analysis sprint<\/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<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78787 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78787\" data-element_type=\"widget\" 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-md\" href=\"https:\/\/companionscorp.com\/de\/services\/data-business-intelligence\/\">\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\">View Data & BI<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78795 e-flex e-con-full e-con e-parent\" data-id=\"3ae78795\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7878a elementor-widget elementor-widget-heading\" data-id=\"3ae7878a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">DECISION SYSTEM<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7878b elementor-widget elementor-widget-heading\" data-id=\"3ae7878b\" data-element_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\">Exploratory Data Analysis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7878e e-flex e-con-full e-con e-parent\" data-id=\"3ae7878e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7878c elementor-widget elementor-widget-heading\" data-id=\"3ae7878c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7878d elementor-widget elementor-widget-heading\" data-id=\"3ae7878d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">DISTRIBUTIONS<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78791 e-flex e-con-full e-con e-parent\" data-id=\"3ae78791\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7878f elementor-widget elementor-widget-heading\" data-id=\"3ae7878f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78790 elementor-widget elementor-widget-heading\" data-id=\"3ae78790\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">OUTLIERS<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78794 e-flex e-con-full e-con e-parent\" data-id=\"3ae78794\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78792 elementor-widget elementor-widget-heading\" data-id=\"3ae78792\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78793 elementor-widget elementor-widget-heading\" data-id=\"3ae78793\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">HYPOTHESES<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7879c e-flex e-con-boxed e-con e-parent\" data-id=\"3ae7879c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78798 elementor-widget elementor-widget-heading\" data-id=\"3ae78798\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">WHAT YOU GET<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78799 elementor-widget elementor-widget-heading\" data-id=\"3ae78799\" data-element_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\">Value that can be observed\u2014not implied.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7879a elementor-widget elementor-widget-text-editor\" data-id=\"3ae7879a\" data-element_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>Measures are agreed for the engagement and tied to the decision or operating change the work must support.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7879b e-flex e-con-full e-con e-parent\" data-id=\"3ae7879b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae7876a e-flex e-con-full e-con e-parent\" data-id=\"3ae7876a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78767 elementor-widget elementor-widget-heading\" data-id=\"3ae78767\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78768 elementor-widget elementor-widget-heading\" data-id=\"3ae78768\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Question clarity<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78769 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78769\" data-element_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>Turn a broad concern into a small set of testable analytical questions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7876e e-flex e-con-full e-con e-parent\" data-id=\"3ae7876e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7876b elementor-widget elementor-widget-heading\" data-id=\"3ae7876b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7876c elementor-widget elementor-widget-heading\" data-id=\"3ae7876c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pattern visibility<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7876d elementor-widget elementor-widget-text-editor\" data-id=\"3ae7876d\" data-element_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>Expose segments, trends, exceptions and relationships hidden by summary reporting.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78772 e-flex e-con-full e-con e-parent\" data-id=\"3ae78772\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7876f elementor-widget elementor-widget-heading\" data-id=\"3ae7876f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78770 elementor-widget elementor-widget-heading\" data-id=\"3ae78770\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Decision focus<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78771 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78771\" data-element_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>Separate signals worth acting on from patterns that need more evidence.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787a0 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae787a0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7879d elementor-widget elementor-widget-heading\" data-id=\"3ae7879d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EXPERTISE & APPROACH<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7879e elementor-widget elementor-widget-heading\" data-id=\"3ae7879e\" data-element_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\">A controlled path from question to operating capability.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7879f e-flex e-con-full e-con e-parent\" data-id=\"3ae7879f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78775 e-flex e-con-full e-con e-parent\" data-id=\"3ae78775\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78773 elementor-widget elementor-widget-heading\" data-id=\"3ae78773\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01 \/ Frame<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78774 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78774\" data-element_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>Define the decision, population, timeframe and practical consequences.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78778 e-flex e-con-full e-con e-parent\" data-id=\"3ae78778\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78776 elementor-widget elementor-widget-heading\" data-id=\"3ae78776\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02 \/ Profile<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78777 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78777\" data-element_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>Assess completeness, distributions, anomalies and comparability.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7877b e-flex e-con-full e-con e-parent\" data-id=\"3ae7877b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78779 elementor-widget elementor-widget-heading\" data-id=\"3ae78779\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03 \/ Explore<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7877a elementor-widget elementor-widget-text-editor\" data-id=\"3ae7877a\" data-element_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>Use segmentation, relationships and visual analysis to develop hypotheses.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae7877e e-flex e-con-full e-con e-parent\" data-id=\"3ae7877e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7877c elementor-widget elementor-widget-heading\" data-id=\"3ae7877c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">04 \/ Translate<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae7877d elementor-widget elementor-widget-text-editor\" data-id=\"3ae7877d\" data-element_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>Deliver findings, caveats and the next best analytical action.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787aa e-flex e-con-boxed e-con e-parent\" data-id=\"3ae787aa\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae787a9 e-flex e-con-full e-con e-parent\" data-id=\"3ae787a9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae787a4 e-flex e-con-full e-con e-parent\" data-id=\"3ae787a4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787a1 elementor-widget elementor-widget-heading\" data-id=\"3ae787a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">GOOD FIT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787a2 elementor-widget elementor-widget-heading\" data-id=\"3ae787a2\" data-element_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\">Use this service when<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787a3 elementor-widget elementor-widget-text-editor\" data-id=\"3ae787a3\" data-element_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<ul><li>A dataset exists but the useful question is still unclear.<\/li><li>Performance changed and the drivers are disputed.<\/li><li>A modelling or BI initiative needs evidence before scope is fixed.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787a8 e-flex e-con-full e-con e-parent\" data-id=\"3ae787a8\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787a5 elementor-widget elementor-widget-heading\" data-id=\"3ae787a5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">LIMITS & TRADE-OFFS<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787a6 elementor-widget elementor-widget-heading\" data-id=\"3ae787a6\" data-element_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\">Plan for these realities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787a7 elementor-widget elementor-widget-text-editor\" data-id=\"3ae787a7\" data-element_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<ul><li>Exploration finds plausible patterns, not automatic causal proof.<\/li><li>Missing or biased data can narrow what may be concluded.<\/li><li>Interesting correlations should not be presented as decisions without context.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787b4 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae787b4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae787b3 e-flex e-con-full e-con e-parent\" data-id=\"3ae787b3\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae787ae e-flex e-con-full e-con e-parent\" data-id=\"3ae787ae\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787ab elementor-widget elementor-widget-heading\" data-id=\"3ae787ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">ILLUSTRATIVE ENGAGEMENT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787ac elementor-widget elementor-widget-heading\" data-id=\"3ae787ac\" data-element_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\">A decision-led exploratory analysis sprint.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787ad elementor-widget elementor-widget-text-editor\" data-id=\"3ae787ad\" data-element_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>Question framing \u00b7 data profile \u00b7 pattern investigation \u00b7 findings and next-step brief<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787b2 e-flex e-con-full e-con e-parent\" data-id=\"3ae787b2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787af elementor-widget elementor-widget-heading\" data-id=\"3ae787af\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EVIDENCE FRAMEWORK<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787b0 elementor-widget elementor-widget-heading\" data-id=\"3ae787b0\" data-element_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\">Evidence before promotion.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787b1 elementor-widget elementor-widget-text-editor\" data-id=\"3ae787b1\" data-element_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>A Exploratory Data Analysis engagement should leave a useful evidence trail: an agreed baseline, documented decisions, delivered artefacts and an outcome review against the measures defined at the start.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787ba e-flex e-con-boxed e-con e-parent\" data-id=\"3ae787ba\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae787b9 e-flex e-con-full e-con e-parent\" data-id=\"3ae787b9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae787b7 e-flex e-con-full e-con e-parent\" data-id=\"3ae787b7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787b5 elementor-widget elementor-widget-heading\" data-id=\"3ae787b5\" data-element_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\">What are you seeing\u2014but not yet able to explain?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787b6 elementor-widget elementor-widget-text-editor\" data-id=\"3ae787b6\" data-element_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>Bring the decision, the current friction and the evidence available. We\u2019ll help define a practical first step.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae787b8 elementor-align-right elementor-tablet-align-left elementor-mobile-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae787b8\" data-element_type=\"widget\" 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-md\" href=\"https:\/\/companionscorp.com\/de\/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\">Discuss the project<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae787be e-flex e-con-boxed e-con e-parent\" data-id=\"3ae787be\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae787bd e-flex e-con-full e-con e-parent\" data-id=\"3ae787bd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787bb elementor-widget elementor-widget-heading\" data-id=\"3ae787bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Companions Corp d.o.o.<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae787bc elementor-widget elementor-widget-text-editor\" data-id=\"3ae787bc\" data-element_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>Srebreni\u010dka bb \u00b7 Bosanski Petrovac \u00b7 <a href=\"mailto:office@companionscorp.com\" style=\"color:#4EE4D0\">office@companionscorp.com<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>COMPANIONS CORP Home Services About Portfolio Team Contact Menu+ HomeServicesAboutPortfolioTeamContact DISCOVERY \/ 02 Find the pattern.Frame the right question. We explore structure, variation, anomalies and relationships before teams commit to a dashboard, model or major analytical investment. Start an analysis sprint View Data &#038; BI DECISION SYSTEM Exploratory Data Analysis 01 DISTRIBUTIONS 02 OUTLIERS 03&#8230;<\/p>","protected":false},"author":1,"featured_media":0,"parent":988228,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"Exploratory Data Analysis | Companions Corp","_seopress_titles_desc":"Explore Exploratory Data Analysis with Companions Corp: business value, delivery approach, suitable use cases, practical limits and engagement options.","_seopress_robots_index":"","footnotes":""},"class_list":["post-988252","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/comments?post=988252"}],"version-history":[{"count":5,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988252\/revisions"}],"predecessor-version":[{"id":988753,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988252\/revisions\/988753"}],"up":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988228"}],"wp:attachment":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/media?parent=988252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}