{"id":5962,"date":"2011-09-21T09:02:04","date_gmt":"2011-09-21T09:02:04","guid":{"rendered":"http:\/\/www.smartdatacollective.com\/index.php\/post\/big-data-case-studies-best-practices-and-why-america-should-care\/"},"modified":"2011-09-21T09:02:04","modified_gmt":"2011-09-21T09:02:04","slug":"big-data-case-studies-best-practices-and-why-america-should-care","status":"publish","type":"post","link":"https:\/\/www.smartdatacollective.com\/big-data-case-studies-best-practices-and-why-america-should-care\/","title":{"rendered":"Big Data : Case Studies, Best Practices and Why America Should Care"},"content":{"rendered":"<div style=\"text-align: justify;\">We know that Knowledge is Power. Due to Data Explosion more Data Scientists will be needed and being a Data Scientist becomes increasingly a &#8220;cool&#8221; profession. Needless to say that America should be preparing for the increased need for Predictive Analytics professionals in Research and Businesses.<\/div>\n<div style=\"text-align: justify;\">Being able to collect, analyze and extract knowledge from a huge amount of Data is not only about Businesses being able to make the right decisions but also critical for a Country as a whole.<br \/>\n<!--more--><\/p>\n<div style=\"text-align: justify;\">We know that Knowledge is Power. Due to Data Explosion more Data Scientists will be needed and being a Data Scientist becomes increasingly a &#8220;cool&#8221; profession. Needless to say that America should be preparing for the increased need for Predictive Analytics professionals in Research and Businesses.<\/div>\n<div style=\"text-align: justify;\">Being able to collect, analyze and extract knowledge from a huge amount of Data is not only about Businesses being able to make the right decisions but also critical for a Country as a whole. The more efficient and fast this cycle is, the better for the Country that puts Analytics to work.<\/p>\n<div style=\"text-align: justify;\">\n<div style=\"margin: 0px;\">This Blog post is actually about the words and phrases being used for this post :&nbsp;All words and phrases on the title of the post (and the introductory text) were carefully selected to produce specific thoughts which can be broken down in three parts :<\/div>\n<\/div>\n<div style=\"text-align: justify;\">\n<div style=\"margin: 0px;\">\n<ul>\n<li>&nbsp;Being a Data Scientist has high value.&nbsp;<\/li>\n<\/ul>\n<ul>\n<li>&#8220;Case Studies&#8221; and &#8220;Best Practices&#8221; communicate to readers successful applications and knowledge worthwhile reading.<\/li>\n<\/ul>\n<ul>\n<li>&#8220;America should&#8221;. This phrase obviously creates specific emotions and feelings to Americans.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div style=\"text-align: justify;\"><\/div>\n<div style=\"text-align: justify;\">\n<div style=\"margin: 0px;\">&#8220;Case Study&#8221; and &#8220;Best Practices&#8221; were phrases found to be commonly associated with posts of high visibility. You might also get many views if you create a post which proves that whatever concept you are writing about is the right thing to do (for example write a post that clearly demonstrates yet another reason to use Social Media and have this post shown to Social Media Professionals).&nbsp;&nbsp;Regarding our example : It is very probable (and logical) for Data Miners to look at and then re-tweet (or otherwise share) information which is a &#8220;proof&#8221; about Data Mining being useful &nbsp;and also a &#8220;cool&#8221; profession. The higher concept \/ motive which works behind the scenes is that &#8220;I am doing the right job and this post proves it&#8221;.<\/div>\n<div style=\"text-align: justify;\">\n<div style=\"margin: 0px;\">You might also get many views by submitting a post which&nbsp;<em>disproves<\/em>&nbsp;well-accepted concepts or posts that demonstrate the difficulties that well-accepted concepts face : For example, if you were a Data Scientist or a BI Professional, you would be inclined to read a post titled &#8220;Big Data is a Big Hype&#8221;. &nbsp;Whether you will re-tweet or share the post is of course under your discretion. At this point it should be noted that there is a big difference between number of clicks of a post and the number of shares it got (by Retweeting it, Liking it, etc) because sharing a post means that this post is considered worthwhile to read.<\/div>\n<div style=\"margin: 0px;\">All of the above (and much more) have been found by analyzing thousands of Blog posts along with their number of clicks and shares they got (either by RT&#8217;s , FaceBook &#8220;Likes&#8221;, etc) and this is what i will be presenting in&nbsp;<a href=\"http:\/\/www.textanalyticsworld.com\/\">Text Analytics World<\/a>&nbsp;in New York this October. It was also very interesting to see that some findings are in tandem with findings discussed by&nbsp;<a href=\"http:\/\/www.linkedin.com\/in\/josephcarrabis\">Joseph Carrabis<\/a>&nbsp;during the Text Analytics Summit 2011 in Boston back in May.&nbsp;<\/div>\n<\/div>\n<div><\/div>\n<div style=\"margin: 0px;\">Of course it is not suggested&nbsp; that&nbsp;&nbsp; by using specific words and phrases you are guaranteed a successful post being re-tweeted from thousands of people and there are many reasons for this which i will not get into here. Additionally,&nbsp;<strong>Text Analytics cannot infer the higher meaning and concepts suggested within Text<\/strong>&nbsp;and this problem deserves a post on its own. This analysis however identifies concepts and\/or phrases that point Bloggers and Marketers to look at a specific direction and with this knowledge to have increased probabilities for a successful Web presence. Again, this is an example of true Social Media Intelligence. Not (just) Reports.<\/div>\n<\/div>\n<p>So, in case that this post title immediately got your attention from other posts, you&#8217;ve just had a little taste of Predictive Analytics in action.<\/div>\n<div class=\"blogger-post-footer\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogger.googleusercontent.com\/tracker\/9150291873749799355-5995588624124350772?l=lifeanalytics.blogspot.com\" alt=\"\" width=\"1\" height=\"1\" \/><\/div>\n","protected":false},"excerpt":{"rendered":"<p>We know that Knowledge is Power. Due to Data Explosion more Data Scientists will be needed and being a Data Scientist becomes increasingly a &#8220;cool&#8221; profession. Needless to say that America should be preparing for the increased need for Predictive Analytics professionals in Research and Businesses. Being able to collect, analyze and extract knowledge from [&hellip;]<\/p>\n","protected":false},"author":62,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[29],"tags":[],"class_list":{"0":"post-5962","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-text-analytics"},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/posts\/5962"}],"collection":[{"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/users\/62"}],"replies":[{"embeddable":true,"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/comments?post=5962"}],"version-history":[{"count":0,"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/posts\/5962\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/media?parent=5962"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/categories?post=5962"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.smartdatacollective.com\/wp-json\/wp\/v2\/tags?post=5962"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}