Howdy Bloggers! I\u2019m so excited we are finally getting into some technical work with our data and learning some new skills. This week we were asked to use the software, OpenRefine, a program that allows a user to easily clean up and manipulate to their own benefit, a large dataset. I, personally, have little to no experience working with programs as such, and found the tutorial Professor Posner had us go through extremely helpful! I really found it helpful because as I was looking through my dataset for our final project, I found many discrepancies in\u00a0 the data and found myself thinking how useful it would be to not have to clean it up manually. Some of the issues I found were differences in the spelling of terms, or uppercase versus lowercase use of letters. With OpenRefine it will be much easier to locate all those errors and change them to a format we can use for our project. Another tool I think will be useful is the program\u2019s capability to split columns. One of our category\u2019s included three different observations, so if we can go in and separate those into their own columns it will be much more beneficial for us. I\u2019m looking forward to reading the supplementary pieces on the software and hopefully will learn some more about different ways we can use it to our advantage. One thing I\u2019m not sure how to do is locate key terms that are in different categories, but still come up multiple times throughout the data. It would be helpful if we could identify those terms and then extract that data and use it somehow. I bet there is a way to do it through OpenRefine, so I will keep exploring! Cheers to fun datasets and a Happy Halloween!!<\/p>\n","protected":false},"excerpt":{"rendered":"
Howdy Bloggers! I\u2019m so excited we are finally getting into some technical work with our data and learning some new<\/p>\n","protected":false},"author":147,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1813","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/1813","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/users\/147"}],"replies":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/comments?post=1813"}],"version-history":[{"count":0,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/1813\/revisions"}],"wp:attachment":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/media?parent=1813"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/categories?post=1813"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/tags?post=1813"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}