{"id":5321,"date":"2023-02-26T11:53:42","date_gmt":"2023-02-26T11:53:42","guid":{"rendered":"https:\/\/www.goodacademic.com\/blog\/questions\/data-visualisation-for-business\/"},"modified":"2023-02-26T11:53:42","modified_gmt":"2023-02-26T11:53:42","slug":"data-visualisation-for-business","status":"publish","type":"questions","link":"https:\/\/www.goodacademic.com\/blog\/questions\/data-visualisation-for-business\/","title":{"rendered":"Data Visualisation for Business"},"content":{"rendered":"<div class=\"col-sm-12 messageContent\">\n <b>Learning Goal: <\/b>I&#8217;m working on a data analytics question and need the explanation and answer to help me learn.<\/p>\n<p>With reference to the dataset &lt; us-election-2012-results-by-county.xlsx&gt; given, Examine the data and identify the data type (nominal, ordinal, interval and ratio) for eachvariable. Calculate the number of observations and summary statistics (mean, median,mode) for each variable. Tabulate your answer as per the format given below (useMicrosoft Excel):<\/p>\n<p><span style=\"float: none;\"><span style=\"margin-left: -19.5px;\">Edit<\/span><img src=\"data:image\/png;base64,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\" alt=\"\"><\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Learning Goal: I&#8217;m working on a data analytics question and need the explanation and answer to help me learn. With reference to the dataset &lt; us-election-2012-results-by-county.xlsx&gt; given, Examine the data and identify the data type (nominal, ordinal, interval and ratio) for eachvariable. Calculate the number of observations and summary statistics (mean, median,mode) for each variable. [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[735],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions\/5321"}],"collection":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/comments?post=5321"}],"version-history":[{"count":0,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions\/5321\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/media?parent=5321"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/disciplines?post=5321"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/paper_types?post=5321"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/tagged?post=5321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}