{"id":84711,"date":"2025-10-29T12:29:32","date_gmt":"2025-10-29T11:29:32","guid":{"rendered":"https:\/\/zfl-lernen.de\/?post_type=online-kurs&#038;p=84711"},"modified":"2025-10-29T14:06:42","modified_gmt":"2025-10-29T13:06:42","slug":"ma-premiere-recherche-collecte-et-analyse-de-donnees","status":"publish","type":"online-kurs","link":"https:\/\/zfl-lernen.de\/en\/online-kurs\/wissenschaft-demokratie\/ma-premiere-recherche-collecte-et-analyse-de-donnees\/","title":{"rendered":"Ma premi\u00e8re recherche : collecte et analyse de donn\u00e9es"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h1 class=\"entry-title\">Ma premi\u00e8re recherche : collecte et analyse de donn\u00e9es<\/h1>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Ce module d\u2019apprentissage aborde la mani\u00e8re de collecter et d\u2019analyser des donn\u00e9es afin de r\u00e9pondre \u00e0 une question de recherche. Il met particuli\u00e8rement l\u2019accent sur l\u2019ad\u00e9quation entre le type de donn\u00e9es, le domaine de recherche et la question pos\u00e9e.<\/p>\n<p>Il s\u2019adresse principalement aux \u00e9l\u00e8ves en fin de lyc\u00e9e et aux \u00e9tudiants en d\u00e9but de parcours universitaire. Toutefois, le module est bien entendu accessible \u00e0 toutes les personnes int\u00e9ress\u00e9es.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_empty_space\"   style=\"height: 32px\"><span class=\"vc_empty_space_inner\"><\/span><\/div>\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-31952\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/ico_hinweis.png\" alt=\"Icon Hinweis\" width=\"90\" height=\"90\" srcset=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/ico_hinweis.png 200w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/ico_hinweis-150x150.png 150w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/ico_hinweis-12x12.png 12w\" sizes=\"auto, (max-width: 90px) 100vw, 90px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Cliquez sur \u201eCommencer\u201c pour d\u00e9marrer le module H5P.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_empty_space\"   style=\"height: 32px\"><span class=\"vc_empty_space_inner\"><\/span><\/div>\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"h5p-iframe-wrapper\"><iframe id=\"h5p-iframe-1488\" class=\"h5p-iframe\" data-content-id=\"1488\" style=\"height:1px\" src=\"about:blank\" frameborder=\"0\" scrolling=\"no\" title=\"Collecte et analyse de donn\u00e9es\"><\/iframe><\/div>\n\n\t\t<\/div>\n\t<\/div>\n<div class=\"vc_empty_space\"   style=\"height: 32px\"><span class=\"vc_empty_space_inner\"><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_empty_space\"   style=\"height: 32px\"><span class=\"vc_empty_space_inner\"><\/span><\/div><div class=\"vc_btn3-container vc_btn3-center vc_do_btn\" ><a class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-modern vc_btn3-icon-left vc_btn3-color-black\" href=\"https:\/\/zfl-lernen.de\/en\/online-kurs\/wissenschaft-demokratie\/\" title=\"\"><i class=\"vc_btn3-icon fas fa-home\"><\/i> Retour \u00e0 la page d'accueil<\/a><\/div><div class=\"vc_empty_space\"   style=\"height: 32px\"><span class=\"vc_empty_space_inner\"><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1761656571270 vc_row-has-fill vc_column-gap-10\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img decoding=\"async\" class=\"vc_single_image-img\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/autorInnen-90x90.png\" width=\"90\" height=\"90\" alt=\"Icon f\u00fcr AutorInnen\" title=\"Impressum AutorInnen\" loading=\"lazy\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-10\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3>Auteurs :<\/h3>\n<p>Ce module d\u2019apprentissage a \u00e9t\u00e9 cr\u00e9\u00e9 par STEM Advocates et le Centre de formation des enseignants de l\u2019universit\u00e9 de Cologne (Zentrum f\u00fcr Lehrer*innenbildung der Universit\u00e4t zu K\u00f6ln).<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img decoding=\"async\" class=\"vc_single_image-img\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/Veroeffentlichung-90x90.png\" width=\"90\" height=\"90\" alt=\"Veroeffentlichung\" title=\"Veroeffentlichung\" loading=\"lazy\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-10\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3>Publication :<\/h3>\n<p>Ce module d\u2019apprentissage a \u00e9t\u00e9 cr\u00e9\u00e9 en tant que mat\u00e9riel p\u00e9dagogique libre au sens des REL (ressources \u00e9ducatives libres) en collaboration avec les partenaires suivants :<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_left wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<a href=\"https:\/\/www.uni-koeln.de\/\" target=\"_blank\" class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"135\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/Universitaet-zu-Koeln-Logo-300x135.png\" class=\"vc_single_image-img attachment-medium\" alt=\"\" title=\"Universitaet zu Koeln Logo\" srcset=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/Universitaet-zu-Koeln-Logo-300x135.png 300w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Universitaet-zu-Koeln-Logo-1024x462.png 1024w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Universitaet-zu-Koeln-Logo-768x346.png 768w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Universitaet-zu-Koeln-Logo-1536x693.png 1536w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Universitaet-zu-Koeln-Logo-2048x923.png 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_left wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<a href=\"https:\/\/zfl.uni-koeln.de\/\" target=\"_blank\" class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"161\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/zfl-logo_neu-1.png\" class=\"vc_single_image-img attachment-medium\" alt=\"\" title=\"zfl-logo_neu\" \/><\/a>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_empty_space\"   style=\"height: 30px\"><span class=\"vc_empty_space_inner\"><\/span><\/div>\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_left wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<a href=\"https:\/\/stem-advocates.eu\/\" target=\"_blank\" class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"60\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/STEM-Advocates_Logo-300x60.png\" class=\"vc_single_image-img attachment-medium\" alt=\"\" title=\"STEM Advocates_Logo\" srcset=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/STEM-Advocates_Logo-300x60.png 300w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/STEM-Advocates_Logo-1024x204.png 1024w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/STEM-Advocates_Logo-768x153.png 768w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/STEM-Advocates_Logo-18x4.png 18w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/STEM-Advocates_Logo.png 1134w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_empty_space\"   style=\"height: 20px\"><span class=\"vc_empty_space_inner\"><\/span><\/div>\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_left wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"63\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-300x63.png\" class=\"vc_single_image-img attachment-medium\" alt=\"\" title=\"EN_Co-Funded_by_the_EU_PANTONE\" srcset=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-300x63.png 300w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-1024x215.png 1024w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-768x161.png 768w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-1536x322.png 1536w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-2048x430.png 2048w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/EN_Co-Funded_by_the_EU_PANTONE-18x4.png 18w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_left wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"103\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-300x103.png\" class=\"vc_single_image-img attachment-medium\" alt=\"\" title=\"Erasmus_with_baseline-left_pos_RGB_EN\" srcset=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-300x103.png 300w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-1024x351.png 1024w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-768x263.png 768w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-1536x526.png 1536w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-2048x702.png 2048w, https:\/\/zfl-lernen.de\/wp-content\/uploads\/Erasmus_with_baseline-left_pos_RGB_EN-18x6.png 18w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-10\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><i>Co-funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or OeAD-GmbH. Neither the European Union nor the granting authority can be held responsible for them.<\/i><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"100\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/CC.png\" class=\"vc_single_image-img attachment-large\" alt=\"\" title=\"CC\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-10\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3>Remarque concernant la licence :<\/h3>\n<h3><span class=\"impressum-licence\"><a href=\"https:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/deed.de\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"impressum-img alignnone\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/2019\/04\/CC-BY-SA_icon.png\" alt=\"CC BY SA Logo\" width=\"232\" height=\"82\" \/><\/a><\/span><\/h3>\n<p>Le module d\u2019apprentissage est soumis \u00e0 la licence CC BY-SA 4.0. La licence ne s\u2019\u00e9tend pas aux contenus de tiers. Les contenus soumis \u00e0 d\u2019autres licences sont signal\u00e9s en cons\u00e9quence. Mention du nom comme suit : Ma premi\u00e8re recherche : collecte et analyse de donn\u00e9es | STEM Advocates<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-2\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img decoding=\"async\" class=\"vc_single_image-img\" src=\"https:\/\/zfl-lernen.de\/wp-content\/uploads\/Kontakt-90x90.png\" width=\"90\" height=\"90\" alt=\"Icon f\u00fcr Kontakt\" title=\"Impressum Kontakt\" loading=\"lazy\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-10\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3>Contact:<\/h3>\n<p><a href=\"mailto:zfl-digitalelehre@uni-koeln.de\">zfl-digitalelehre@uni-koeln.de<\/a><\/p>\n<p><a href=\"mailto:info@stem-advocates.eu\">info@stem-advocates.eu<\/a><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Ma premi\u00e8re recherche : collecte et analyse de donn\u00e9es Ce module d\u2019apprentissage aborde la mani\u00e8re de collecter et d\u2019analyser des donn\u00e9es afin de r\u00e9pondre \u00e0 une question de recherche. Il met particuli\u00e8rement l\u2019accent sur l\u2019ad\u00e9quation entre le type de donn\u00e9es, &hellip;","protected":false},"author":226,"featured_media":0,"parent":83541,"menu_order":0,"template":"","meta":{"_acf_changed":false},"categories":[],"tags":[],"kooperation":[],"licence":[596],"mitwirkende":[],"class_list":["post-84711","online-kurs","type-online-kurs","status-publish","hentry","licence-cc-by-sa"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ma premi\u00e8re recherche : collecte et analyse de donn\u00e9es - ZfL Lernen<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/zfl-lernen.de\/en\/online-kurs\/wissenschaft-demokratie\/ma-premiere-recherche-collecte-et-analyse-de-donnees\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ma premi\u00e8re recherche : collecte et analyse de donn\u00e9es - 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