{"id":637,"date":"2016-12-04T17:14:31","date_gmt":"2016-12-04T17:14:31","guid":{"rendered":"https:\/\/jodilis.wordpress.com\/?p=637"},"modified":"2016-12-04T17:14:31","modified_gmt":"2016-12-04T17:14:31","slug":"637","status":"publish","type":"post","link":"https:\/\/jodilis.com\/index.php\/2016\/12\/04\/637\/","title":{"rendered":"Data here. Data there.  Data everywhere."},"content":{"rendered":"<p><img decoding=\"async\" class=\" size-full wp-image-638 alignright\" src=\"http:\/\/jodilis.com\/wp-content\/uploads\/2016\/12\/baseball-e1480872053516.jpg\" alt=\"baseball\" width=\"100\" height=\"97\" \/><br \/>\nData.\u00a0 Big data.\u00a0 People talk about data these days as if they know what they are talking about.\u00a0 They have no idea.\u00a0 What we do know is that the amount of data has grown exponentially with new systems and techniques, resulting in new types of data.\u00a0 I find it fascinating that it is making possible to compare things that you couldn&#8217;t before or never thought of comparing.<\/p>\n<p><img decoding=\"async\" class=\" size-full wp-image-640 alignleft\" src=\"http:\/\/jodilis.com\/wp-content\/uploads\/2016\/12\/telescope1-e1480872017851.jpg\" alt=\"telescope\" width=\"189\" height=\"230\" \/>That is why you see a picture of a baseball and telescope.\u00a0 You can capture what is happening in baseball as it moves, but it is more than the speed and distance of the baseball.\u00a0 Baseball and astronomy are defining and capturing new datasets.\u00a0 It&#8217;s a lot of data.\u00a0 They know some of the information that they can get from the data.\u00a0 Furthermore, they only have an vague idea of what is possible to do with that information.\u00a0 Usually data is to support findings.\u00a0 With today&#8217;s data it is not known what are the questions to ask.\u00a0 That fascinates me.\u00a0 So what about baseball and astronomy?<\/p>\n<p>Major League Baseball has been measuring the velocity, movement, location and spin rate of every pitch since 2001 Bruce Schoenfeld wrote in <a href=\"http:\/\/www.nytimes.com\/2016\/10\/02\/magazine\/can-new-technology-bring-baseballs-data-revolution-to-fielding.html\" target=\"_blank\" rel=\"noopener\">Can New Technology Bring Baseball\u2019s Data Revolution to Fielding?<\/a>.\u00a0 By triangulating views from two cameras\u00a0 perpendicular to each other, you can calculate where that ball was at a given moment and where it went.\u00a0 But how to track movements of something that it is not a given size, like people?<\/p>\n<p>In 2015 STATCAST technology started to capture and record the movement of people from cameras placed on the field. The data about the movement of players is now layered with the data from the radar system to see where the ball went.\u00a0 The technologies generate 3D snapshots of every movement on the baseball field.\u00a0 It comes to about 40,000 frames per second converted into digital data. There&#8217;s a lot of data.<\/p>\n<p>What can this data possibly show? One example is that it can show how well fielders play their position.\u00a0 No longer it is is just \u201cdid you see that catch?\u201d\u00a0 Now looking at where the ball went and where the fielder started to catch it, a percentage of how often a fielder makes a catch can be calculated.<\/p>\n<p>A statistic that could not be calculated before but clearly has huge significance.<\/p>\n<p>Data here, data there, data everywhere.<\/p>\n<p>On <a href=\"http:\/\/www.npr.org\/2016\/09\/09\/492298981\/what-data-will-be-discovered-by-the-world-s-most-powerful-telescope\" target=\"_blank\" rel=\"noopener\">NPR&#8217;s Ted Talks<\/a>, Andrew Connolly talked about data and the universe.\u00a0 With 24 data points, the Hubble telescope in 1929 showed universe was expanding. 24 galaxies. Seventy years after Hubble, by looking at 42 data points over 3 years, it showed the universe was not just expanding but accelerating. 42 supernovas exploding stars.\u00a0 Small changes can give rise to new ideas and theories, even with only 42 data points.<\/p>\n<p>Yet there are 10s of 1000s of galaxies with 10 supernovas per second.\u00a0 Galaxies merge and collide, stars born and die.<\/p>\n<p>The digital camera in the <a href=\"https:\/\/www.lsst.org\/\" target=\"_blank\" rel=\"noopener\">Large Synoptic Survey Telescope<\/a> (LSST), currently being built, will take a picture\u00a0 5 1\/2 feet across which is 3 billion pixels.\u00a0 One image from LSST will be equivalent to 3000 images from Hubble. Instead of 42 supernova in 3 years, they expect to find 500-1000 supernova every night.<\/p>\n<p>They can test and rule out theories with the data, first by asking the questions that they have been wanting to ask.\u00a0 With better and different data collected, they can also change the questions or ask new ones.\u00a0 Forty-two data points completely changed the way that they looked at the universe.\u00a0 What can these new data points show? At the end of the survey in 2030, a new theory of physics could emerge about the universe.<\/p>\n<p>Data here. Data there.\u00a0 Data everywhere.<\/p>\n<p>Daren Willman who analyzes STATCAST data said in the above-reference, \u201cThere will be a whole new baseball revolution based on information that we are just starting to get.\u201d\u00a0 Different types of data could bring about a whole new way to look at the world.\u00a0 It will also be how we develop approaches to learning.<\/p>\n<p>Experience API (xAPI) has the ability to create new types of data on learners&#8217; experiences.\u00a0 It gathers data from different sources and puts it in one place, a Learning Record Store, where data can be analyzed.<\/p>\n<p>I have never used xAPI in a project before.\u00a0 To start with, we are planning to take data from a project completed and apply xAPI to it (if we get the funding for it, of course).\u00a0 We did a study looking at different changes in knowledge and skills of health providers and of health outcomes in the health facilities where the providers worked.\u00a0 It was linear analysis.\u00a0 Looking at each set of data in silos.<\/p>\n<p>Using xAPI, we want to ask questions that we may have not asked or thought of before.<br \/>\n-If health outcomes are improving in one facility but not other facilities, why effect does the different mentors have?<br \/>\n-If a health provider performs well on the knowledge &#8220;test&#8221; of a skill but cannot perform the skill, what may be factors?<br \/>\n-If one health provider is doing well but others are not in the same health facility, why?<br \/>\n-What do health facilities that overall are improving health outcomes have in common?Hopefully, I&#8217;ll be writing about it in a few months.<\/p>\n<p>With these new types of data, more than you could ever want or imagine, we can ask a different set of questions than we didn&#8217;t before.\u00a0 We will find information that could be useful to answer those questions.\u00a0 If we are lucky, we will figure out what to do with those answers.\u00a0 If we are truly fortunate, after applying it, it changes the way we see or do things, for the better.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data.\u00a0 Big data.\u00a0 People talk about data these days as if they know what they are talking about.\u00a0 They have no idea.\u00a0 What we do know is that the amount of data has grown exponentially with new systems and techniques, resulting in new types of data.\u00a0 I find it fascinating that it is making possible &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/jodilis.com\/index.php\/2016\/12\/04\/637\/\"> <span class=\"screen-reader-text\">Data here. Data there.  Data everywhere.<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[16],"tags":[],"class_list":["post-637","post","type-post","status-publish","format-standard","hentry","category-data"],"_links":{"self":[{"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/posts\/637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/comments?post=637"}],"version-history":[{"count":0,"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/posts\/637\/revisions"}],"wp:attachment":[{"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/media?parent=637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/categories?post=637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jodilis.com\/index.php\/wp-json\/wp\/v2\/tags?post=637"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}