{"id":14517,"date":"2021-01-22T11:30:33","date_gmt":"2021-01-22T01:30:33","guid":{"rendered":"https:\/\/testblogs.griffith.edu.au\/library\/?p=14517"},"modified":"2021-01-22T10:28:58","modified_gmt":"2021-01-22T00:28:58","slug":"learn-data-wrangling-skills-for-more-time-efficient-research","status":"publish","type":"post","link":"https:\/\/testblogs.griffith.edu.au\/library\/2021\/01\/22\/learn-data-wrangling-skills-for-more-time-efficient-research\/","title":{"rendered":"Learn data wrangling skills for more time-efficient research"},"content":{"rendered":"<p><span data-contrast=\"auto\">Are you a researcher or HDR candidate<\/span><span data-contrast=\"auto\">\u00a0looking for\u00a0<\/span><span data-contrast=\"auto\">time-efficient methods to explore, clean and prepare data?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The Library is here to help!\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Missing, messy or inconsistent data can easily\u00a0<\/span><span data-contrast=\"auto\">undermine<\/span><span data-contrast=\"auto\">\u00a0your analysis<\/span><span data-contrast=\"auto\">, but by learning a few simple processes, you can cut down the time and effort you spend cleaning data and get to the exciting part<\/span><span data-contrast=\"none\">\u2014f<\/span><span data-contrast=\"auto\">iguring out what your data is telling you.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">O<\/span><span data-contrast=\"auto\">ur<\/span><span data-contrast=\"auto\">\u00a0upcoming\u00a0<\/span><span data-contrast=\"auto\">workshop<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\">\u00a0will provide you with the data wrangling skills you need to\u00a0<\/span><span data-contrast=\"auto\">standardise<\/span><span data-contrast=\"auto\">\u00a0that messy data:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<blockquote><p><b><span data-contrast=\"none\">Introduction to Data Wrangling using\u00a0<\/span><\/b><b><span data-contrast=\"none\">OpenRefine<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Tuesday 2 February 2021, 10 am to 12<\/span><span data-contrast=\"none\">.<\/span><span data-contrast=\"none\">30 pm<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/events.griffith.edu.au\/d\/n7qgzr\/\"><span data-contrast=\"none\">Register\u00a0<\/span><span data-contrast=\"none\">now<\/span><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center\"><span data-contrast=\"none\">\u201c<\/span><i><span data-contrast=\"none\">The pace was great, small group sizes helped (even online).\u00a0 Keep up the good work.<\/span><\/i><span data-contrast=\"none\">\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p style=\"text-align: right\"><span data-contrast=\"none\">2020 workshop participant<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:3,&quot;335551620&quot;:3,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:3,&quot;335551620&quot;:3,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/openrefine.org\/\"><span data-contrast=\"none\">OpenRefine<\/span><\/a><span data-contrast=\"auto\">\u00a0is a<\/span><span data-contrast=\"auto\">\u00a0free,<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">open-source<\/span><span data-contrast=\"auto\">\u00a0tool to explore, clean,\u00a0<\/span><span data-contrast=\"auto\">organise<\/span><span data-contrast=\"auto\">, combine and transform data. It<\/span><span data-contrast=\"auto\">\u2019s<\/span><span data-contrast=\"auto\">\u00a0particularly powerful when working with large datasets<\/span><span data-contrast=\"auto\">\u00a0that tools like Excel can<\/span><span data-contrast=\"auto\">&#8216;<\/span><span data-contrast=\"auto\">t manage<\/span><span data-contrast=\"auto\">.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">Plus, it<\/span><span data-contrast=\"auto\">\u00a0helps you\u00a0<\/span><span data-contrast=\"auto\">\u2018<\/span><span data-contrast=\"auto\">see<\/span><span data-contrast=\"auto\">\u2019<\/span><span data-contrast=\"auto\">\u00a0your data.\u00a0<\/span><span data-contrast=\"auto\">You don\u2019t need to\u00a0<\/span><span data-contrast=\"auto\">know how to\u00a0<\/span><span data-contrast=\"auto\">code and no prio<\/span><span data-contrast=\"auto\">r software knowledge<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">is<\/span><span data-contrast=\"auto\">\u00a0required.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The online, hands-on\u00a0<\/span><span data-contrast=\"auto\">introductory\u00a0<\/span><span data-contrast=\"auto\">workshop includes basic data cleaning techniques such as:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Exploring\u00a0<\/span><span data-contrast=\"auto\">columns of<\/span><span data-contrast=\"auto\">\u00a0data through facets and filters<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Implementing \u2018tidy data\u2019 principles<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Cleaning,\u00a0<\/span><span data-contrast=\"auto\">organising<\/span><span data-contrast=\"auto\">\u00a0and preparing data for analysis<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Creating reusable<\/span><span data-contrast=\"auto\">\u00a0script<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\">\u00a0to\u00a0<\/span><span data-contrast=\"auto\">perform the same tasks<\/span><span data-contrast=\"auto\">\u00a0on similar data<\/span><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><span data-contrast=\"none\">\u201c<\/span><i><span data-contrast=\"none\">It was run really\u00a0<\/span><\/i><i><span data-contrast=\"none\">well,<\/span><\/i><i><span data-contrast=\"none\">\u00a0the instructions were clear and even though my\u00a0<\/span><\/i><i><span data-contrast=\"none\">OpenRefine<\/span><\/i><i><span data-contrast=\"none\">\u00a0crashed halfway through I was still able to pick it up again because of the chat instructions<\/span><\/i><span data-contrast=\"none\">.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p style=\"text-align: right\"><span data-contrast=\"none\">2020 workshop participant<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:3,&quot;335551620&quot;:3,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:3,&quot;335551620&quot;:3,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Once you<\/span><span data-contrast=\"auto\">&#8216;ve<\/span><span data-contrast=\"auto\">\u00a0learn<\/span><span data-contrast=\"auto\">ed<\/span><span data-contrast=\"auto\">\u00a0the basics,\u00a0<\/span><span data-contrast=\"auto\">our advanced\u00a0<\/span><span data-contrast=\"auto\">workshop<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">will help yo<\/span><span data-contrast=\"auto\">u combine, geolocate and perform\u00a0<\/span><span data-contrast=\"auto\">\u2018<\/span><span data-contrast=\"auto\">what if<\/span><span data-contrast=\"auto\">\u2019<\/span><span data-contrast=\"auto\">\u00a0exploration<\/span><span data-contrast=\"auto\">\u00a0of data<\/span><span data-contrast=\"auto\">\u00a0in tables<\/span><span data-contrast=\"auto\">:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<blockquote><p><b><span data-contrast=\"none\">Advanced Data Wrangling using\u00a0<\/span><\/b><b><span data-contrast=\"none\">OpenRefine<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Monday 8 February 2021, 10 am to 12.30 pm<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/events.griffith.edu.au\/d\/t7q6h1\/\"><span data-contrast=\"none\">Register\u00a0<\/span><span data-contrast=\"none\">now<\/span><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><\/blockquote>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><span data-contrast=\"none\">\u201c<\/span><i><span data-contrast=\"none\">It is pretty much\u00a0<\/span><\/i><i><span data-contrast=\"none\">perfect,<\/span><\/i><i><span data-contrast=\"none\">\u00a0I am looking forward to the advanced session.<\/span><\/i><span data-contrast=\"none\">\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p style=\"text-align: right\"><span data-contrast=\"none\">2020 workshop participant<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:3,&quot;335551620&quot;:3,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:3,&quot;335551620&quot;:3,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Registrations close the day before each workshop\u2014to register after<\/span><span data-contrast=\"auto\">\u00a0that time please ema<\/span><span data-contrast=\"auto\">il the Researcher Education and Development (RED) team for assistance.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">For more on how we can help, check out the Library\u2019s support for\u00a0<\/span><a href=\"https:\/\/www.griffith.edu.au\/library\/research-publishing\/working-with-data\"><span data-contrast=\"none\">working with data<\/span><\/a><span data-contrast=\"auto\">\u00a0or\u00a0<\/span><a href=\"https:\/\/intranet.secure.griffith.edu.au\/library\/forms\/help\"><span data-contrast=\"none\">contact us<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">about\u00a0<\/span><span data-contrast=\"auto\">your research data needs.\u00a0<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14074\" src=\"https:\/\/testblogs.griffith.edu.au\/library\/wp-content\/uploads\/sites\/36\/2020\/06\/The-Library-here-to-help-logo-_-Transparent-2-e1611275180611.jpg\" alt=\"White words inside a red circle. The words read &quot;The Library: here to help&quot;\" width=\"300\" height=\"300\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Are you a researcher or HDR candidate\u00a0looking for\u00a0time-efficient methods to explore, clean and prepare data?\u00a0 The Library is here to help!\u00a0\u00a0\u00a0 Missing, messy or inconsistent data can easily\u00a0undermine\u00a0your analysis, but by learning a few simple processes, you can cut down the time and effort you spend cleaning data and get to the exciting part\u2014figuring out<a href=\"https:\/\/testblogs.griffith.edu.au\/library\/2021\/01\/22\/learn-data-wrangling-skills-for-more-time-efficient-research\/\">Continue reading <span class=\"sr-only\">&#8220;Learn data wrangling skills for more time-efficient research&#8221;<\/span><\/a><\/p>\n","protected":false},"author":152,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_newsletter_tier_id":0,"footnotes":""},"categories":[4,5],"tags":[],"class_list":["post-14517","post","type-post","status-publish","format-standard","hentry","category-academics","category-researchers"],"acf":[],"modified_by":"Emily Fox","jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/posts\/14517","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/users\/152"}],"replies":[{"embeddable":true,"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/comments?post=14517"}],"version-history":[{"count":0,"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/posts\/14517\/revisions"}],"wp:attachment":[{"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/media?parent=14517"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/categories?post=14517"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testblogs.griffith.edu.au\/library\/wp-json\/wp\/v2\/tags?post=14517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}