{"id":2670,"date":"2024-09-16T14:02:12","date_gmt":"2024-09-16T14:02:12","guid":{"rendered":"https:\/\/catedratelefonicauma.es\/?post_type=portfolio&#038;p=2670"},"modified":"2025-03-25T16:34:26","modified_gmt":"2025-03-25T16:34:26","slug":"introduccion-al-analisis-de-datos-en-humanidades","status":"publish","type":"portfolio","link":"https:\/\/catedratelefonicauma.es\/en\/actividades\/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-m152di5d-645daa58d4415fd8af0dc22d5d430ac3\">\n#top .hr.hr-invisible.av-m152di5d-645daa58d4415fd8af0dc22d5d430ac3{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m152di5d-645daa58d4415fd8af0dc22d5d430ac3 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-m152e0s6-239857aa289f50a89543425f0265514e'   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-vplqm-905cf96f5fd188b170da834ce0a543dd\">\n#top .hr.hr-invisible.av-vplqm-905cf96f5fd188b170da834ce0a543dd{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-vplqm-905cf96f5fd188b170da834ce0a543dd 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-m152ki4d-8ea565501be60ff76ac19ebdd64c3e63 av_one_half  avia-builder-el-3  el_after_av_hr  el_before_av_one_half  first flex_column_div'     ><section  class='av_textblock_section av-m152fu3d-70b9397be2ab501d5d30b1e37f57fdcc'   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 \u00abIntroduction to the analysis of cultural data in the Humanities\u00bb (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 (University of Utrecht)<\/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><\/div>\n<div  class='flex_column av-723v1q-3a88a1b62d42eda246b71ae2abc2716d av_one_half  avia-builder-el-5  el_after_av_one_half  el_before_av_textblock  flex_column_div'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2y1sby-1e071c70d98a679b197c1a1bb7a45821\">\n#top .hr.hr-invisible.av-2y1sby-1e071c70d98a679b197c1a1bb7a45821{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-2y1sby-1e071c70d98a679b197c1a1bb7a45821 hr-invisible  avia-builder-el-6  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-2bvlri-5af89d1fa23725e1818f8046d0b8fe21\">\n#top .hr.hr-invisible.av-2bvlri-5af89d1fa23725e1818f8046d0b8fe21{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-2bvlri-5af89d1fa23725e1818f8046d0b8fe21 hr-invisible  avia-builder-el-7  el_after_av_hr  el_before_av_image'><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-m152jdwk-e4a2b8d8426b825dc6efed5b34f2f6b7\">\n.avia-image-container.av-m152jdwk-e4a2b8d8426b825dc6efed5b34f2f6b7 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-m152jdwk-e4a2b8d8426b825dc6efed5b34f2f6b7 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-m152jdwk-e4a2b8d8426b825dc6efed5b34f2f6b7 av-styling- avia-align-center  avia-builder-el-8  el_after_av_hr  avia-builder-el-last'   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-2671 avia-img-lazy-loading-not-2671 avia_image' src=\"https:\/\/catedratelefonicauma.es\/wp-content\/uploads\/2024\/09\/Cartel_Datos_Culturales-782x1030.png\" alt='' title='Cultural_Data_Poster'  height=\"1030\" width=\"782\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/catedratelefonicauma.es\/wp-content\/uploads\/2024\/09\/Cartel_Datos_Culturales-782x1030.png 782w, https:\/\/catedratelefonicauma.es\/wp-content\/uploads\/2024\/09\/Cartel_Datos_Culturales-228x300.png 228w, https:\/\/catedratelefonicauma.es\/wp-content\/uploads\/2024\/09\/Cartel_Datos_Culturales-768x1012.png 768w, https:\/\/catedratelefonicauma.es\/wp-content\/uploads\/2024\/09\/Cartel_Datos_Culturales-535x705.png 535w, https:\/\/catedratelefonicauma.es\/wp-content\/uploads\/2024\/09\/Cartel_Datos_Culturales.png 850w\" sizes=\"(max-width: 782px) 100vw, 782px\" \/><\/div><\/div><\/div><\/p><\/div>\n<section  class='av_textblock_section av-m152s645-82c5ee3dee58976846c8b3f97c4141de'   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>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-63gv2m-5dcce097e4d5309470b356a7053cd7a7\">\n#top .hr.hr-invisible.av-63gv2m-5dcce097e4d5309470b356a7053cd7a7{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-63gv2m-5dcce097e4d5309470b356a7053cd7a7 hr-invisible  avia-builder-el-10  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-m152n03f-12d9ec8654ae90334a005e4ab5cdc275'   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3 style=\"text-align: center;\">Registration 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-2hp826-eafdef2cb9c89b23443ead5ffa79de00\">\n#top .hr.hr-invisible.av-2hp826-eafdef2cb9c89b23443ead5ffa79de00{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-2hp826-eafdef2cb9c89b23443ead5ffa79de00 hr-invisible  avia-builder-el-12  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-m152odqy-cb69505297fbc11c9a0a452adcf44fea-wrap avia-button-center  avia-builder-el-13  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-m152odqy-cb69505297fbc11c9a0a452adcf44fea 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-3u5h9q-b9b60f1e0c81bba14eb9a83afa13e74d\">\n#top .hr.hr-invisible.av-3u5h9q-b9b60f1e0c81bba14eb9a83afa13e74d{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-3u5h9q-b9b60f1e0c81bba14eb9a83afa13e74d hr-invisible  avia-builder-el-14  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-m152pbi3-b77426f9e0aec7ee43b71650dc04044f'   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-1wa9fi-434e30bb0a506adbb802156d86f9c986\">\n#top .hr.hr-invisible.av-1wa9fi-434e30bb0a506adbb802156d86f9c986{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-1wa9fi-434e30bb0a506adbb802156d86f9c986 hr-invisible  avia-builder-el-16  el_after_av_textblock  avia-builder-el-last'><span class='hr-inner'><span class=\"hr-inner-style\"><\/span><\/span><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":2671,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[213,212,193],"portfolio_entries":[7,229],"class_list":["post-2670","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","tag-datos-culturales","tag-extension-universitaria","tag-humanidades-digitales","portfolio_entries-actividades","portfolio_entries-titulos-propios"],"_links":{"self":[{"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/portfolio\/2670","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/comments?post=2670"}],"version-history":[{"count":5,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/portfolio\/2670\/revisions"}],"predecessor-version":[{"id":3019,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/portfolio\/2670\/revisions\/3019"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/media\/2671"}],"wp:attachment":[{"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/media?parent=2670"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/tags?post=2670"},{"taxonomy":"portfolio_entries","embeddable":true,"href":"https:\/\/catedratelefonicauma.es\/en\/wp-json\/wp\/v2\/portfolio_entries?post=2670"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}