{"id":23267,"date":"2025-08-26T10:21:02","date_gmt":"2025-08-26T08:21:02","guid":{"rendered":"https:\/\/testit.uni.lu\/data-science-kaleidatascope\/"},"modified":"2025-09-30T15:23:45","modified_gmt":"2025-09-30T13:23:45","slug":"data-science-kaleidatascope","status":"publish","type":"page","link":"https:\/\/testit.uni.lu\/de\/information\/data-science-kaleidatascope\/","title":{"rendered":"Data Science &#8211; Kaleidatascope"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"23267\" class=\"elementor elementor-23267 elementor-23236\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09883d5 elementor-section-stretched elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"09883d5\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9fddb97\" data-id=\"9fddb97\" data-element_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-310edf1 elementor-widget elementor-widget-heading\" data-id=\"310edf1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kaleidatascope<\/h2>\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-top-column elementor-element elementor-element-598d750\" data-id=\"598d750\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-d9535fd elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-items-top elementor-section-height-default\" data-id=\"d9535fd\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-narrow\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e53906d\" data-id=\"e53906d\" data-element_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-47002c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47002c1\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-50 elementor-inner-column elementor-element elementor-element-30ccbe3\" data-id=\"30ccbe3\" data-element_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-4164025 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4164025\" 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<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/handout.pdf\">\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\">Handout herunterladen<\/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<\/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-b3e4aef\" data-id=\"b3e4aef\" data-element_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-45a07a1 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"45a07a1\" 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<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/spotify-january-2023.xlsx\">\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\">Excel Sheet herunterladen<\/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<\/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-f628573 elementor-widget elementor-widget-toggle\" data-id=\"f628573\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2581\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2581\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Praktische Links<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2581\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2581\"><ul>\n<li><a href=\"https:\/\/statistiques.public.lu\/fr.html\" target=\"_blank\" rel=\"noopener\">https:\/\/statistiques.public.lu\/fr.html<\/a><\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.kaggle.com\/<\/a><\/li>\n<li><a href=\"https:\/\/trinachi.github.io\/data-design-builds\/titlepage01.html\" target=\"_blank\" rel=\"noopener\">https:\/\/trinachi.github.io\/data-design-builds\/titlepage01.html<\/a><\/li>\n<li><a href=\"https:\/\/rap4mads.eu\/\" target=\"_blank\" rel=\"noopener\">https:\/\/rap4mads.eu\/<\/a><\/li>\n<li><a href=\"https:\/\/www.w3schools.com\/datascience\/default.asp\" target=\"_blank\" rel=\"noopener\">https:\/\/www.w3schools.com\/datascience\/default.asp<\/a><\/li>\n<li><a href=\"https:\/\/www.visualcapitalist.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.visualcapitalist.com\/<\/a><\/li>\n<li><a href=\"https:\/\/filterbubble.lu\/\" target=\"_blank\" rel=\"noopener\">https:\/\/filterbubble.lu\/<\/a><\/li>\n<\/ul>\n<p>Besuche &#8222;<a href=\"https:\/\/testit.uni.lu\/de\/information\/data-science-to-be-or-not-to-be\/\" target=\"_blank\" rel=\"noopener\">To be or not to be<\/a>&#8220; um die andere Seite der Data Science kennen zu lernen.<\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2582\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2582\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">YouTube Videos<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2582\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2582\"><ul>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=ioxWuCd-mn0\" target=\"_blank\" rel=\"noopener\">This is how easy it is to manipulate public perception<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=bVG2OQp6jEQ\" target=\"_blank\" rel=\"noopener\">This is How Easy It Is to Lie With Statistics<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=6GuqNrV8LsQ\" target=\"_blank\" rel=\"noopener\">Exploring Word Chains<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=JheGL6uSF-4\" target=\"_blank\" rel=\"noopener\">I Made a Graph of Wikipedia&#8230; This Is What I Found <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=qiNv3qv-YbU\" target=\"_blank\" rel=\"noopener\">I Scraped the Entire Steam Catalog, Here\u2019s the Data<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=LkJpNLIaeVk\" target=\"_blank\" rel=\"noopener\">I Trained AI to Predict Sports<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=zf8XzyBnqXk\" target=\"_blank\" rel=\"noopener\">What makes a good soccer team? (according to network theory) <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/@Chartosaur\" target=\"_blank\" rel=\"noopener\">Chartosaur<\/a><\/li>\n<\/ul>\n<\/div>\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-206681b elementor-align-center elementor-widget elementor-widget-button\" data-id=\"206681b\" 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<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/ulsurvey.uni.lu\/index.php\/418524?lang=de\" target=\"_blank\">\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\">Feedback<\/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<\/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-e189bf0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e189bf0\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-01afae2\" data-id=\"01afae2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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>Kaleidatascope Handout herunterladen Excel Sheet herunterladen Praktische Links https:\/\/statistiques.public.lu\/fr.html https:\/\/www.kaggle.com\/ https:\/\/trinachi.github.io\/data-design-builds\/titlepage01.html https:\/\/rap4mads.eu\/ https:\/\/www.w3schools.com\/datascience\/default.asp https:\/\/www.visualcapitalist.com\/ https:\/\/filterbubble.lu\/ Besuche &#8220;To be or not to be&#8221; um die andere Seite der Data Science kennen zu lernen. YouTube Videos This is how easy it is to manipulate public perception This is How Easy It Is to Lie With Statistics Exploring &hellip; <a href=\"https:\/\/testit.uni.lu\/de\/information\/data-science-kaleidatascope\/\" class=\"more-link\"><span class=\"screen-reader-text\">\u201eData Science &#8211; Kaleidatascope\u201c<\/span> weiterlesen<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":9690,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"iawp_total_views":0,"footnotes":""},"class_list":["post-23267","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/pages\/23267","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/comments?post=23267"}],"version-history":[{"count":10,"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/pages\/23267\/revisions"}],"predecessor-version":[{"id":24425,"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/pages\/23267\/revisions\/24425"}],"up":[{"embeddable":true,"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/pages\/9690"}],"wp:attachment":[{"href":"https:\/\/testit.uni.lu\/de\/wp-json\/wp\/v2\/media?parent=23267"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}