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    <title>Statistics | 𝚃𝚛𝚊𝚗𝚜𝚙𝚘𝚗𝚜𝚝𝚎𝚛</title>
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      <title>Watershed Quality in Minnesota</title>
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      <pubDate>Sat, 23 Jun 2018 21:13:14 -0500</pubDate>
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&lt;p&gt;** Data Product Below… **&lt;/p&gt;
&lt;p&gt;Link of the Competition the data is of : &lt;a href=&#34;http://minneanalytics.org/minnemudac-2016/data/&#34; class=&#34;uri&#34;&gt;http://minneanalytics.org/minnemudac-2016/data/&lt;/a&gt;
Our Submission as a freshmen :
&lt;B&gt; MINNEMUDAC:2016 &lt;/B&gt; &lt;br&gt;
&lt;I&gt;Water Quality Analytics Competiton:&lt;/I&gt; &lt;br&gt;
A blog on Data Analytics Competition that we recently participated . We were Ranked 5th out of 19th team that participated from regional universities of Midwest USA
This is the Analysis Report of a Analytics Competition that i participated in Minnesota on Nov 4 and Nov 5 in Eden Praire, Optum Technologies. This Competition was Organized by Minneanalytics[biggest analytics Group in Minneapolis], MUDAC[ Yearly analytics event of Winonat State University] and Social Data Science[a Data Science for Social Good Platform based in Minneapolis]&lt;/p&gt;
&lt;p&gt;Thanks to my Wonderful team for collaboration and Professor for Helping this happen !
For interactive Dashboard of our Report:
&lt;a href=&#34;https://public.tableau.com/profile/malek.hakim#!/vizhome/PARCELS_Story/WaterQualityVisualizationsintheTwinCities&#34; class=&#34;uri&#34;&gt;https://public.tableau.com/profile/malek.hakim#!/vizhome/PARCELS_Story/WaterQualityVisualizationsintheTwinCities&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;My first Data Analytics competition and we got honourable mention &lt;/em&gt;&lt;/p&gt;
This project is divided into two parts.
&lt;li&gt;
Data Cleaning and Data Management&lt;br&gt;
&lt;li&gt;
&lt;p&gt;Data Product and Presentation&lt;/p&gt;
&lt;p&gt;First Part of this project was done in Python. This is the link of the code:
&lt;a href=&#34;https://github.com/KapilKhanal/DSCI430/blob/master/project_data_khanal.py&#34; class=&#34;uri&#34;&gt;https://github.com/KapilKhanal/DSCI430/blob/master/project_data_khanal.py&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The Data was sponsored by MinneMUDAC as part of the Fall Data Challenge&lt;/p&gt;
&lt;p&gt;The second part of the project was focused on the making a usable data product.
The link of the code: &lt;a href=&#34;https://github.com/KapilKhanal/DSCI430/blob/master/app.R&#34; class=&#34;uri&#34;&gt;https://github.com/KapilKhanal/DSCI430/blob/master/app.R&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Below you can use this product&lt;/em&gt;
&lt;iframe width=&#34;800&#34; height=&#34;1000&#34; scrolling=&#34;no&#34; frameborder=&#34;yes&#34;  src=&#34;https://kapilkhanal.shinyapps.io/r_final_app/&#34;&gt; &lt;/iframe&gt;&lt;/p&gt;
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