{"id":516,"date":"2024-09-16T14:11:09","date_gmt":"2024-09-16T14:11:09","guid":{"rendered":"https:\/\/complexhibit.eu\/?post_type=portfolio&#038;p=516"},"modified":"2025-09-26T15:08:44","modified_gmt":"2025-09-26T15:08:44","slug":"introduccion-al-analisis-de-datos-en-humanidades","status":"publish","type":"portfolio","link":"https:\/\/complexhibit.eu\/en\/actividades-publicaciones\/introduccion-al-analisis-de-datos-en-humanidades\/","title":{"rendered":"Introduction to data analysis in the humanities"},"content":{"rendered":"<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m152wg98-bbe92eea382b43a3207ccce01254647a\">\n#top .hr.hr-invisible.av-m152wg98-bbe92eea382b43a3207ccce01254647a{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m152wg98-bbe92eea382b43a3207ccce01254647a hr-invisible  avia-builder-el-0  el_before_av_textblock  avia-builder-el-first'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m152wwny-a7de2df59984b654404d96dd41353b45'   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3 style=\"text-align: center;\">University Extension Certificate. University of Malaga<\/h3>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1itv1g-48f93e721bd57ed0c2683f126e2ae35b\">\n#top .hr.hr-invisible.av-1itv1g-48f93e721bd57ed0c2683f126e2ae35b{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-1itv1g-48f93e721bd57ed0c2683f126e2ae35b hr-invisible  avia-builder-el-2  el_after_av_textblock  el_before_av_one_half'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-1fiwms-9c6f158b1fe1f90fcee37bdef428b28c av_one_half  avia-builder-el-3  el_after_av_hr  el_before_av_one_half  first flex_column_div'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-vxkno-80daca41c30d01ab350fc3315e35714e\">\n#top .hr.hr-invisible.av-vxkno-80daca41c30d01ab350fc3315e35714e{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-vxkno-80daca41c30d01ab350fc3315e35714e hr-invisible  avia-builder-el-4  el_before_av_hr  avia-builder-el-first'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-r1flw-8590120be7f4566f2765b90418144e52\">\n#top .hr.hr-invisible.av-r1flw-8590120be7f4566f2765b90418144e52{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-r1flw-8590120be7f4566f2765b90418144e52 hr-invisible  avia-builder-el-5  el_after_av_hr  el_before_av_hr'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l7q84-fed2897c15270d10eef4374a408955f4\">\n#top .hr.hr-invisible.av-l7q84-fed2897c15270d10eef4374a408955f4{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-l7q84-fed2897c15270d10eef4374a408955f4 hr-invisible  avia-builder-el-6  el_after_av_hr  el_before_av_textblock'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-m152xoyx-4ec54046dd0d79daca46572c7eb62457'   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"color: #333399;\"><strong>DATA<\/strong><\/span><\/p>\n<ul>\n<li><strong>Title<\/strong>I University Extension Certificate \"Introduction to the analysis of cultural data in the Humanities\" (UMA's own degree)<\/li>\n<li><strong>Modality<\/strong>: online<\/li>\n<li><strong>Credits<\/strong>: 3 ECTS<\/li>\n<li><strong>Development<\/strong>: 7 October to 15 November 2024<\/li>\n<li><strong>Address<\/strong>Nuria Rodr\u00edguez Ortega (UMA)<\/li>\n<li><strong>Subdirectorate<\/strong>: B\u00e1rbara Romero Ferr\u00f3n (Utrecht University)<\/li>\n<li><strong>Faculty<\/strong>B\u00e1rbara Romero Ferr\u00f3n (University of Utrecht), Mar\u00eda Ortiz Tello (UMA)<\/li>\n<li>This course is part of the activities of the International Network on Digital Developments in Artistic Culture (ReArte.Dix) and the Telef\u00f3nica-UMA Chair (5G, Digital Culture and New Generation Technologies for Society.<\/li>\n<\/ul>\n<\/div><\/section><\/p><\/div>\n<div  class='flex_column av-19gy6k-996c0f630fc314272fb612fb5ad627df av_one_half  avia-builder-el-8  el_after_av_one_half  el_before_av_textblock  flex_column_div'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m152yi5h-486f28b2ac3c38add8801847d472852b\">\n.avia-image-container.av-m152yi5h-486f28b2ac3c38add8801847d472852b img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-m152yi5h-486f28b2ac3c38add8801847d472852b .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-m152yi5h-486f28b2ac3c38add8801847d472852b av-styling- avia-align-center  avia-builder-el-9  avia-builder-el-no-sibling'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-806 avia-img-lazy-loading-not-806 avia_image' src=\"https:\/\/complexhibit.eu\/wp-content\/uploads\/2024\/09\/introduccion-analisis-datos-culturales.jpg\" alt='' title='introduction cultural data analysis'  height=\"800\" width=\"607\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/complexhibit.eu\/wp-content\/uploads\/2024\/09\/introduccion-analisis-datos-culturales.jpg 607w, https:\/\/complexhibit.eu\/wp-content\/uploads\/2024\/09\/introduccion-analisis-datos-culturales-228x300.jpg 228w, https:\/\/complexhibit.eu\/wp-content\/uploads\/2024\/09\/introduccion-analisis-datos-culturales-9x12.jpg 9w, https:\/\/complexhibit.eu\/wp-content\/uploads\/2024\/09\/introduccion-analisis-datos-culturales-535x705.jpg 535w\" sizes=\"(max-width: 607px) 100vw, 607px\" \/><\/div><\/div><\/div><\/div><section  class='av_textblock_section av-m152zedj-097f9c8b551ebf6a6423dead5c025eef'   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"color: #333399;\"><strong>DESCRIPTION<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\">One of the main challenges we face is the common tendency to think that humanities research does not work with data. Therefore, everything related to data analysis and the field of computation not only seems alien, but is often perceived as irrelevant and useless to our work as humanists.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As digital humanists, our purpose is not to perpetuate the divide between the computational, mathematical or data-driven, and the humanities, but to seek synergy, intersection and collaboration in order to enhance our research and prepare us professionally for a post-digital world.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this course, we will tackle this issue from start to finish: the collection and creation of data, its analysis, visualisation and subsequent publication. Reading it this way, it may sound more complicated and intensive than it really is, but don't worry. No previous experience in data handling or programming is required, and we will only use free software. In addition, we will be assisted by artificial intelligence, which will serve as an ideal ally to enhance our skills.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The intention of this course is to give you an introductory understanding of each stage of working with data, while critically reflecting on important issues such as bias, the fallacy of objectivity and how a humanist can apply their knowledge in professional fields that require computational and digital tools.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This course is designed for researchers who wish to start applying computational methodologies in their work, as well as for humanists (students, graduates or practitioners) interested in exploring the convergence with digital, computational and datification. Throughout the course, each participant will have the opportunity to work with small, pre-selected datasets (if you have your own data, bring it!), so that at the end they will be able to publish their work and add it to their portfolio.<\/span><\/p>\n<p><b>Programme:<\/b><\/p>\n<p><strong>1. Knowledge production<\/strong><br \/>\n1.1 Introduction to research questions. Fundamental concepts and<br \/>\nformulation<br \/>\n1.2 Data collection and fabrication. Quantitative and qualitative techniques<br \/>\n1.3 Data organisation and structuring. Introduction to data models.<br \/>\ndata<br \/>\n1.4 Critical look at working with data. Identification and questioning of<br \/>\nbias<\/p>\n<p><strong>Data processing and analysis<\/strong><br \/>\n2.1 Data preparation. Cleaning, standardisation and controlled vocabularies.<br \/>\n2.2 Exploratory data analysis<br \/>\n2.3 Statistical analysis. Introduction and methods<br \/>\n2.4 Generative AI, your new assistant. Formulating effective Prompts<br \/>\n2.5 How to visualise and communicate your results<br \/>\n2.6 Open science and how to contribute to the community while being paid back<\/p>\n<p>This course uses the methodology of <strong>inverted class<\/strong> (<em>Flipped Classroom<\/em>). Each week, there will be added theoretical content that students will be required to read and review in their own time, along with small reflection and follow-up assignments. <strong>Every Thursday, from 10:00 to 11:30 a.m.<\/strong>In addition, there will be an online class in which these tasks will be worked on together and discussions will take place. This class will be\u00a0<strong>optional<\/strong> and participants may choose to upload their weekly assignments to the Virtual Campus. In addition, during the week, there will be\u00a0<strong>flexible tutoring hours<\/strong>The students and teachers will be able to meet to resolve doubts about the final project or the different topics of the course.<\/p>\n<\/div><\/section><\/p>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2te38-fbcea0564c9a0b9760fa66a0e706baae\">\n#top .hr.hr-invisible.av-2te38-fbcea0564c9a0b9760fa66a0e706baae{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-2te38-fbcea0564c9a0b9760fa66a0e706baae hr-invisible  avia-builder-el-11  el_after_av_textblock  el_before_av_textblock'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m15302l2-de6631a6265dc2c050427df0ba28a23e'   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3 style=\"text-align: center;\">Enrolment period: from 17\/09\/2024 to 27\/09\/2024<\/h3>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-j817g-cd882aff103ac615548fa84fff602948\">\n#top .hr.hr-invisible.av-j817g-cd882aff103ac615548fa84fff602948{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-j817g-cd882aff103ac615548fa84fff602948 hr-invisible  avia-builder-el-13  el_after_av_textblock  el_before_av_button'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='avia-button-wrap av-m1530ynj-d3b7e41024a37718274f38d79d24a818-wrap avia-button-center  avia-builder-el-14  el_after_av_hr  el_before_av_hr'><a href='https:\/\/www.titulacionespropias.uma.es\/informacion_curso.php?id_curso=6903996'  class='avia-button av-m1530ynj-d3b7e41024a37718274f38d79d24a818 av-link-btn avia-icon_select-no avia-size-large avia-position-center avia-color-theme-color'   aria-label=\"Sign up now!\"><span class='avia_iconbox_title' >Sign up now!<\/span><\/a><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-he1fo-3304e9345d90a419b78a6c6e69b79050\">\n#top .hr.hr-invisible.av-he1fo-3304e9345d90a419b78a6c6e69b79050{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-he1fo-3304e9345d90a419b78a6c6e69b79050 hr-invisible  avia-builder-el-15  el_after_av_button  el_before_av_textblock'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m1531hsn-483f4b9eaa85dc2869d77b9797db6bc4'   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3 style=\"text-align: center;\">The number of places is limited! (40)<\/h3>\n<h3 style=\"text-align: center;\">Price: \u20ac80<\/h3>\n<h3 style=\"text-align: center;\">Credits: 3 ECTS<\/h3>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-91wng-9551998c080fd4774f64b127e109266a\">\n#top .hr.hr-invisible.av-91wng-9551998c080fd4774f64b127e109266a{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-91wng-9551998c080fd4774f64b127e109266a hr-invisible  avia-builder-el-17  el_after_av_textblock  avia-builder-el-last'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>","protected":false},"excerpt":{"rendered":"<p>This course is designed for researchers who wish to start applying computational methodologies in their work, as well as for humanists (students, graduates or practitioners) interested in exploring the convergence with digital, computational and datification.<\/p>","protected":false},"author":2,"featured_media":808,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[14,13,12],"portfolio_entries":[4],"class_list":["post-516","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","tag-certificado-de-extension-universitaria","tag-datos-culturales","tag-humanidades-digitales","portfolio_entries-actividades"],"_links":{"self":[{"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/portfolio\/516","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/comments?post=516"}],"version-history":[{"count":0,"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/portfolio\/516\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/media\/808"}],"wp:attachment":[{"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/media?parent=516"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/tags?post=516"},{"taxonomy":"portfolio_entries","embeddable":true,"href":"https:\/\/complexhibit.eu\/en\/wp-json\/wp\/v2\/portfolio_entries?post=516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}