{"id":5512,"date":"2015-06-07T10:21:02","date_gmt":"2015-06-07T10:21:02","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=5512"},"modified":"2015-06-04T18:35:57","modified_gmt":"2015-06-04T18:35:57","slug":"6-causes-of-big-data-discrepancies-0607152","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/6-causes-of-big-data-discrepancies-0607152\/5512\/","title":{"rendered":"6 Causes Of Big Data Discrepancies"},"content":{"rendered":"The same data can yield wildly different results. Here are some of the reasons for these fascinating, frustrating, or even dangerous discrepancies. Same Data, Different Quality Businesses often have a glut of redundant data stored in multiple systems and in different formats. While many companies realize the importance of normalizing the data to minimize data redundancy, transformation is also important. &#8220;Some people will take the same data and not realize they have to do some data transformation before they can make sense of it,&#8221; said Booz Allen Hamilton principal data scientist Kirk Borne. &#8220;Let&#8217;s say you&#8217;re looking for <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/6-causes-of-big-data-discrepancies-0607152\/5512\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>The same data can yield wildly different results. Here are some of the reasons for these fascinating, frustrating, or even dangerous discrepancies. Same Data, Different Quality Businesses often have a glut of redundant data stored in multiple systems and in different formats. While many companies realize the importance of normalizing the data to minimize data [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11],"tags":[],"class_list":["post-5512","post","type-post","status-publish","format-standard","hentry","category-industry-news"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/5512","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=5512"}],"version-history":[{"count":3,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/5512\/revisions"}],"predecessor-version":[{"id":5515,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/5512\/revisions\/5515"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=5512"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=5512"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=5512"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}