{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import matplotlib.pyplot as plt; plt.rcdefaults()\nimport matplotlib.pyplot as plt\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\nimport os\n\nfor dirname, _, filenames in os.walk('/kaggle/input/nfl-playing-surface-analytics'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))\n# Adding trained data\n\n","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"<font size=\"+3\" color=\"black\"><strong> Interactive Analysis By DB, LB and WR (PART II)</strong></font>"},{"metadata":{},"cell_type":"markdown","source":"Please have a look on analysis after the data was trained on injuries. Data are highly interactive, so you ca click multiple chart in same time (or multiple selection from same chart using mouse). All interaction result should be reflected on upper chart where you can see % of the data selected and Injuries on Normal and Inversed data."},{"metadata":{},"cell_type":"markdown","source":"> **Tableau Report to DB**"},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"%%HTML\n<div class='tableauPlaceholder' id='viz1578004949197' style='position: relative'><noscript><a href='#'><img alt=' ' src='https:&#47;&#47;public.tableau.com&#47;static&#47;images&#47;DB&#47;DBNFLAnalysis&#47;DBNFLAnalysis&#47;1_rss.png' style='border: none' /></a></noscript><object class='tableauViz'  style='display:none;'><param name='host_url' value='https%3A%2F%2Fpublic.tableau.com%2F' /> <param name='embed_code_version' value='3' /> <param name='site_root' value='' /><param name='name' value='DBNFLAnalysis&#47;DBNFLAnalysis' /><param name='tabs' value='no' /><param name='toolbar' value='yes' /><param name='static_image' value='https:&#47;&#47;public.tableau.com&#47;static&#47;images&#47;DB&#47;DBNFLAnalysis&#47;DBNFLAnalysis&#47;1.png' /> <param name='animate_transition' value='yes' /><param name='display_static_image' value='yes' /><param name='display_spinner' value='yes' /><param name='display_overlay' value='yes' /><param name='display_count' value='yes' /></object></div>                <script type='text/javascript'>                    var divElement = document.getElementById('viz1578004949197');                    var vizElement = divElement.getElementsByTagName('object')[0];                    vizElement.style.width='750px';vizElement.style.height='1627px';                    var scriptElement = document.createElement('script');                    scriptElement.src = 'https://public.tableau.com/javascripts/api/viz_v1.js';                    vizElement.parentNode.insertBefore(scriptElement, vizElement);                </script>","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"> **Tableau Report to LB**"},{"metadata":{"_kg_hide-input":true,"trusted":true},"cell_type":"code","source":"%%HTML\n<div class='tableauPlaceholder' id='viz1578007666400' style='position: relative'><noscript><a href='#'><img alt=' ' src='https:&#47;&#47;public.tableau.com&#47;static&#47;images&#47;LB&#47;LBNFLAnalysis&#47;LBNFLAnalysis&#47;1_rss.png' style='border: none' /></a></noscript><object class='tableauViz'  style='display:none;'><param name='host_url' value='https%3A%2F%2Fpublic.tableau.com%2F' /> <param name='embed_code_version' value='3' /> <param name='site_root' value='' /><param name='name' value='LBNFLAnalysis&#47;LBNFLAnalysis' /><param name='tabs' value='no' /><param name='toolbar' value='yes' /><param name='static_image' value='https:&#47;&#47;public.tableau.com&#47;static&#47;images&#47;LB&#47;LBNFLAnalysis&#47;LBNFLAnalysis&#47;1.png' /> <param name='animate_transition' value='yes' /><param name='display_static_image' value='yes' /><param name='display_spinner' value='yes' /><param name='display_overlay' value='yes' /><param name='display_count' value='yes' /></object></div>                <script type='text/javascript'>                    var divElement = document.getElementById('viz1578007666400');                    var vizElement = divElement.getElementsByTagName('object')[0];                    vizElement.style.width='750px';vizElement.style.height='1627px';                    var scriptElement = document.createElement('script');                    scriptElement.src = 'https://public.tableau.com/javascripts/api/viz_v1.js';                    vizElement.parentNode.insertBefore(scriptElement, vizElement);                </script>","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"> **Tableau Report to WR**"},{"metadata":{"_kg_hide-input":true,"trusted":true},"cell_type":"code","source":"%%HTML\n<div class='tableauPlaceholder' id='viz1578008432392' style='position: relative'><noscript><a href='#'><img alt=' ' src='https:&#47;&#47;public.tableau.com&#47;static&#47;images&#47;WR&#47;WRNFLAnalysis&#47;WRNFLAnalysis&#47;1_rss.png' style='border: none' /></a></noscript><object class='tableauViz'  style='display:none;'><param name='host_url' value='https%3A%2F%2Fpublic.tableau.com%2F' /> <param name='embed_code_version' value='3' /> <param name='site_root' value='' /><param name='name' value='WRNFLAnalysis&#47;WRNFLAnalysis' /><param name='tabs' value='yes' /><param name='toolbar' value='yes' /><param name='static_image' value='https:&#47;&#47;public.tableau.com&#47;static&#47;images&#47;WR&#47;WRNFLAnalysis&#47;WRNFLAnalysis&#47;1.png' /> <param name='animate_transition' value='yes' /><param name='display_static_image' value='yes' /><param name='display_spinner' value='yes' /><param name='display_overlay' value='yes' /><param name='display_count' value='yes' /></object></div>                <script type='text/javascript'>                    var divElement = document.getElementById('viz1578008432392');                    var vizElement = divElement.getElementsByTagName('object')[0];                    vizElement.style.width='750px';vizElement.style.height='1650px';                    var scriptElement = document.createElement('script');                    scriptElement.src = 'https://public.tableau.com/javascripts/api/viz_v1.js';                    vizElement.parentNode.insertBefore(scriptElement, vizElement);                </script>","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"> **Please share in comments if you find any additional findings**"}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":1}