{"id":15885,"date":"2023-03-07T15:49:42","date_gmt":"2023-03-07T14:49:42","guid":{"rendered":"https:\/\/raf.edu.rs\/en\/?p=15885"},"modified":"2023-03-07T15:49:43","modified_gmt":"2023-03-07T14:49:43","slug":"data-visualisation","status":"publish","type":"post","link":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/","title":{"rendered":"Data Visualisation"},"content":{"rendered":"\n

Objectives and Outcomes<\/strong>
Students are taught the possibilities and importance of data visualisation. They are ready to use visualisation for the purpose of presenting arbitrary data, for the purpose of data analysis and visual data mining with the aim of synthesizing new knowledge. They can use R language, JavaScript and alternative open-source solutions for visualization purposes.<\/p>\n\n\n\n

Lectures<\/strong>
Visual data mining. Examples of visual data mining. Outliers, patterns, trends. Basics of creating presentation graphics using R, a standard and a powerful tool for various visualization applications. JavaScript capabilities in visualization. Other open-source solutions. Detailed and complete code examples for line and column graphics, for population pyramids, Lorenz curves, box plots, scatter plots, time series, radial polygons, Gantt charts, heat maps, bump graphics, mosaic and balloon graphics, cartograms, chord diagrams, as well as a series of different types of thematic graphics which can be created using R’s basic graphic system. Social Network Visualization. Social Network Parameters. Gephi – open-source software.<\/p>\n\n\n\n

Practical classes<\/strong>
In R and other tools, students visualize the obtained data, as well as the data they scrape themselves. They compare the results and assess their usability.<\/p>\n","protected":false},"excerpt":{"rendered":"

Objectives and OutcomesStudents are taught the possibilities and importance of data visualisation. They are ready to use visualisation for the purpose of presenting arbitrary data, for the purpose of data analysis and visual data mining … Read more<\/a><\/p>\n Read more<\/a>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[199],"tags":[],"class_list":["post-15885","post","type-post","status-publish","format-standard","hentry","category-subjects"],"acf":[],"yoast_head":"\nData Visualisation - School of Computing<\/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:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Visualisation - School of Computing\" \/>\n<meta property=\"og:description\" content=\"Objectives and OutcomesStudents are taught the possibilities and importance of data visualisation. They are ready to use visualisation for the purpose of presenting arbitrary data, for the purpose of data analysis and visual data mining ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/\" \/>\n<meta property=\"og:site_name\" content=\"School of Computing\" \/>\n<meta property=\"article:published_time\" content=\"2023-03-07T14:49:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-07T14:49:43+00:00\" \/>\n<meta name=\"author\" content=\"RAF Admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"RAF Admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/\"},\"author\":{\"name\":\"RAF Admin\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#\\\/schema\\\/person\\\/4e2166c781f2802c67414a1578c66a43\"},\"headline\":\"Data Visualisation\",\"datePublished\":\"2023-03-07T14:49:42+00:00\",\"dateModified\":\"2023-03-07T14:49:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/\"},\"wordCount\":189,\"publisher\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#organization\"},\"articleSection\":[\"Subjects\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/\",\"url\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/\",\"name\":\"Data Visualisation - School of Computing\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#website\"},\"datePublished\":\"2023-03-07T14:49:42+00:00\",\"dateModified\":\"2023-03-07T14:49:43+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/data-visualisation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Homepage\",\"item\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Subjects\",\"item\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/subjects\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data Visualisation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/\",\"name\":\"School of Computing\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#organization\",\"name\":\"School of Computing\",\"url\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/cropped-raf-engleski.png\",\"contentUrl\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/cropped-raf-engleski.png\",\"width\":400,\"height\":66,\"caption\":\"School of Computing\"},\"image\":{\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/#\\\/schema\\\/person\\\/4e2166c781f2802c67414a1578c66a43\",\"name\":\"RAF Admin\",\"sameAs\":[\"https:\\\/\\\/raf.app\"],\"url\":\"https:\\\/\\\/raf.edu.rs\\\/en\\\/author\\\/rafadmin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Visualisation - School of Computing","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/","og_locale":"en_US","og_type":"article","og_title":"Data Visualisation - School of Computing","og_description":"Objectives and OutcomesStudents are taught the possibilities and importance of data visualisation. They are ready to use visualisation for the purpose of presenting arbitrary data, for the purpose of data analysis and visual data mining ... Read more","og_url":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/","og_site_name":"School of Computing","article_published_time":"2023-03-07T14:49:42+00:00","article_modified_time":"2023-03-07T14:49:43+00:00","author":"RAF Admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"RAF Admin","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/#article","isPartOf":{"@id":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/"},"author":{"name":"RAF Admin","@id":"https:\/\/raf.edu.rs\/en\/#\/schema\/person\/4e2166c781f2802c67414a1578c66a43"},"headline":"Data Visualisation","datePublished":"2023-03-07T14:49:42+00:00","dateModified":"2023-03-07T14:49:43+00:00","mainEntityOfPage":{"@id":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/"},"wordCount":189,"publisher":{"@id":"https:\/\/raf.edu.rs\/en\/#organization"},"articleSection":["Subjects"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/","url":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/","name":"Data Visualisation - School of Computing","isPartOf":{"@id":"https:\/\/raf.edu.rs\/en\/#website"},"datePublished":"2023-03-07T14:49:42+00:00","dateModified":"2023-03-07T14:49:43+00:00","breadcrumb":{"@id":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/raf.edu.rs\/en\/subjects\/data-visualisation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Homepage","item":"https:\/\/raf.edu.rs\/en\/"},{"@type":"ListItem","position":2,"name":"Subjects","item":"https:\/\/raf.edu.rs\/en\/subjects\/"},{"@type":"ListItem","position":3,"name":"Data Visualisation"}]},{"@type":"WebSite","@id":"https:\/\/raf.edu.rs\/en\/#website","url":"https:\/\/raf.edu.rs\/en\/","name":"School of Computing","description":"","publisher":{"@id":"https:\/\/raf.edu.rs\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/raf.edu.rs\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/raf.edu.rs\/en\/#organization","name":"School of Computing","url":"https:\/\/raf.edu.rs\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/raf.edu.rs\/en\/#\/schema\/logo\/image\/","url":"https:\/\/raf.edu.rs\/en\/wp-content\/uploads\/2023\/02\/cropped-raf-engleski.png","contentUrl":"https:\/\/raf.edu.rs\/en\/wp-content\/uploads\/2023\/02\/cropped-raf-engleski.png","width":400,"height":66,"caption":"School of Computing"},"image":{"@id":"https:\/\/raf.edu.rs\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/raf.edu.rs\/en\/#\/schema\/person\/4e2166c781f2802c67414a1578c66a43","name":"RAF Admin","sameAs":["https:\/\/raf.app"],"url":"https:\/\/raf.edu.rs\/en\/author\/rafadmin\/"}]}},"_links":{"self":[{"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/posts\/15885","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/comments?post=15885"}],"version-history":[{"count":1,"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/posts\/15885\/revisions"}],"predecessor-version":[{"id":15886,"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/posts\/15885\/revisions\/15886"}],"wp:attachment":[{"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/media?parent=15885"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/categories?post=15885"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/raf.edu.rs\/en\/wp-json\/wp\/v2\/tags?post=15885"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}