{"id":1807,"date":"2016-09-12T08:00:01","date_gmt":"2016-09-12T12:00:01","guid":{"rendered":"http:\/\/discoveryaquatics.net\/site\/?p=1807"},"modified":"2017-01-02T12:57:40","modified_gmt":"2017-01-02T17:57:40","slug":"what-is-your-data-telling-you","status":"publish","type":"post","link":"http:\/\/discoveryaquatics.net\/site\/what-is-your-data-telling-you\/","title":{"rendered":"What is your data telling you?"},"content":{"rendered":"<p>These days athletes are the most excellent data collectors. It is so easy to connect movement to numbers with the available devices. These numbers may get looked at, analyzed, compared to and logged. In swim data, what can these numbers tell us? We have many to look at &#8211; distance, pace, stroke rate, stroke count and swolf &#8211; and they are easily collected. What can we learn from them?<\/p>\n<p>Finding immediate room for improvement, highlighted\u00a0via data, was the situation recently in the Discovery Aquatics studio.\u00a0 The athlete came into the session frustrated by her stroke count slowly climbing over the last couple of weeks. She was tracking the data, and despite her best efforts could not manage the counts. It took less than 30 minutes to look at her swimming, find the areas where she could gain efficiency, drop the stroke count,\u00a0and as a consequence pick up speed.<\/p>\n<p>This process forms a wonderful feedback loop that we can view like this:<\/p>\n<div id=\"attachment_1808\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1808\" loading=\"lazy\" class=\"wp-image-1808 size-medium\" src=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/phonto-300x203.jpg\" alt=\"\" width=\"300\" height=\"203\" srcset=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/phonto-300x203.jpg 300w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/phonto-768x520.jpg 768w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/phonto-1024x693.jpg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-1808\" class=\"wp-caption-text\">Find and Fix Feedback Loop<\/p><\/div>\n<p>And to see the reality of this loop we begin at the top\u00a0by looking at the data file:<\/p>\n<div id=\"attachment_1811\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1811\" loading=\"lazy\" class=\"wp-image-1811 size-medium\" src=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9354-e1473185390103-300x296.png\" alt=\"IMG_9354\" width=\"300\" height=\"296\" srcset=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9354-e1473185390103-300x296.png 300w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9354-e1473185390103.png 747w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-1811\" class=\"wp-caption-text\">Stroke Count Data File<\/p><\/div>\n<p>From the data file of this workout, the athlete could see the stroke count gradually climbing. This was the trend from the last couple of weeks training. It was frustrating when she could not identify the problem and improve the stroke count. She did the right thing and reached out for some time in the studio to help diagnose the issues. A coach can quickly pinpoint the areas for improvement to maximize efficiency and gain speed. Here is an image\u00a0from the first video analysis. We can see how the body line angles are contributing to resistance and drag, and increasing stroke count.<\/p>\n<div id=\"attachment_1813\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1813\" loading=\"lazy\" class=\"wp-image-1813 size-medium\" src=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah2-300x169.png\" alt=\"aleah2\" width=\"300\" height=\"169\" srcset=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah2-300x169.png 300w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah2-768x432.png 768w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah2-1024x576.png 1024w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah2.png 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-1813\" class=\"wp-caption-text\">Non Hydrodynamic Body Line<\/p><\/div>\n<p>It is\u00a0my goal as the coach to identify the main technique areas to address in order to improve the body position.\u00a0Then\u00a0how do I\u00a0enable the athlete to see\u00a0what is needed, implement\u00a0and feel the change. We found 4 areas that needed fine tuning &#8211; using the core to drive the\u00a0portion of the stroke from recovery entry to lead arm extension, dropping the head to align with the spine and be held in harmony with gravity and the water density, creating a consistent angle of rotation through the whole torso by engaging lower core muscles, and creating an early catch with the palm facing backwards. After some time working on the areas needed for improvement we reviewed video again. This step is important to allow the athlete to get visual confirmation from the change of movement and different feel in the stroke. This really helps ingrain the sensation and will make retrieval in her next pool session easier. Here is an image from the more efficient stroke, and we can see how the body line angles are far more hydrodynamic and will result in a reduction of stroke count.<\/p>\n<div id=\"attachment_1812\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1812\" loading=\"lazy\" class=\"wp-image-1812 size-medium\" src=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah1-300x169.png\" alt=\"aleah1\" width=\"300\" height=\"169\" srcset=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah1-300x169.png 300w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah1-768x432.png 768w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah1-1024x576.png 1024w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah1.png 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-1812\" class=\"wp-caption-text\">Improved Hydrodynamic Body Line<\/p><\/div>\n<p>As this athlete is in half ironman training, we took the improved stroke immediately into the\u00a0lake to challenge the new movement patterns in the open water environment. The continuity of open water swimming allowed her to settle in and\u00a0cycle through the changes, and visualize finding efficiency in a more race like setting.<\/p>\n<div id=\"attachment_1816\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1816\" loading=\"lazy\" class=\"wp-image-1816 size-medium\" src=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah3-e1473187758259-300x283.jpg\" alt=\"aleah3\" width=\"300\" height=\"283\" srcset=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah3-e1473187758259-300x283.jpg 300w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah3-e1473187758259-768x724.jpg 768w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/aleah3-e1473187758259-1024x966.jpg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-1816\" class=\"wp-caption-text\">New Movement Patterns in Open Water Environment<\/p><\/div>\n<p>Now the athlete has the information to move forward with targeted practices\u00a0using specific focal points. As she is doing this, the collection of more data is useful to confirm the connection between stroke efficiency and speed. This just in is a sample from her second swim after her session here at the studio.<\/p>\n<div id=\"attachment_1820\" style=\"width: 308px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1820\" loading=\"lazy\" class=\"wp-image-1820 size-medium\" src=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9410-e1473636307698-298x300.png\" alt=\"IMG_9410\" width=\"298\" height=\"300\" srcset=\"http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9410-e1473636307698-298x300.png 298w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9410-e1473636307698-150x150.png 150w, http:\/\/discoveryaquatics.net\/site\/wp-content\/uploads\/2016\/09\/IMG_9410-e1473636307698.png 747w\" sizes=\"(max-width: 298px) 100vw, 298px\" \/><p id=\"caption-attachment-1820\" class=\"wp-caption-text\">Stroke Count Data File<\/p><\/div>\n<p>The feedback loop continues. Stroke count has decreased in the short term, can she keep using the feedback loop to make further\u00a0improvements to stroke count and speed. Take the data to the next level, insert it into the feedback loop, look for areas to improve, make changes and practice, use data for confirmation. Be in control of your progress.<\/p>\n<p>Coach Dinah<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>These days athletes are the most excellent data collectors. It is so easy to connect movement to numbers with the available devices. These numbers may get looked at, analyzed, compared to and logged. In swim data, what can these numbers tell us? We have many to look at &#8211; distance, pace, stroke rate, stroke count [&hellip;]<\/p>\n","protected":false},"author":24,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"_links":{"self":[{"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/posts\/1807"}],"collection":[{"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/comments?post=1807"}],"version-history":[{"count":8,"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/posts\/1807\/revisions"}],"predecessor-version":[{"id":1822,"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/posts\/1807\/revisions\/1822"}],"wp:attachment":[{"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/media?parent=1807"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/categories?post=1807"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/discoveryaquatics.net\/site\/wp-json\/wp\/v2\/tags?post=1807"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}