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<!DOCTYPE html>
<html lang="en-US">
<head>
<meta charset="UTF-8" />
<meta name="wot-verification" content="86a67ffdcdf57715d952"/>
<meta name="wot-verification" content="505e1391752a14746eb2"/>
<title>Kimberley Mitchell - personal website</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<p>
<div id="ContactInfo" style="margin-top:20px ">
<h1 style="margin-top:20px ">Kimberley Mitchell – Data Whisperer for Independent Insights</h1>
<table><tr><td>
<div style="background-color: #ddd; text-align:center;"><p class="quote"><strong>whisperer:</strong> “a person who excels at calming or training hard-to-manage animals using noncoercive methods based especially on an understanding of the animals' natural instincts”</p></div>
<p><strong>Inappropriate application of analytic techniques results in faulty decisions.</strong> By asking probing questions, listening intently and making sure I understand the situation thoroughly before recommending, reliable solutions result.</p>
<p><strong>Appropriate data analysis</strong> requires understanding both the data’s origins and assumptions underlying the analytical technique. By developing a deep understanding of your data, I find meaningful insights that provide reliable actionable guidance.</p>
<p>I enjoy <strong>challenging predictive analytics projects</strong> across many domains. Quantifying the desired outcome is the first step towards a predictive model; next steps quantify feature/outcome relationships. <strong>Let me help</strong> understand, extract, organize, analyze, wrangle, and exploit your data, and optimize your data processes!</p>
</td></tr></table>
<table> <tr>
<td>
<h3>Contact info</h3>
<p>Email address: <a href="mailto:kim@who-knows.com">kim@who-knows.com</a></p>
<p>Resume: <a href="https://resume.creddle.io/resume/1d5uedwsa32" target="_blank">Data Analytics Resume</a></p>
<!-- p>Portfolio: <a href="portfolio.html">Data Science Portfolio</a></p>
-->
<table id="social" style="width:300px">
<tr><td class="social"><a href="https://www.linkedin.com/in/mitchki" target="_blank"><img id="linkedin" src="images/linkedin.png" alt="LinkedIn" width="32" ></a></td>
<td class="social"><a href="https://twitter.com/mitchki" target="_blank"><img id="twitter" src="images/twitter.png" alt="twitter @mitchki" width="32" ></a></td>
<td class="social"><a href="https://github.com/mitchki" target="_blank"><img id="github" src="images/github.png" alt="github - mitchki" width="32" ></a></td>
<td class="social"><a href="http://mitchki.tumblr.com/" target="_blank"><img id="github" src="images/Tumblr-Icon.png" alt="tumblr - mitchki" width="32" height="32" ></a></td> </tr>
</table>
This website is available at <a href="http://mitchki.github.io/Personal-Website" target="_blank" >http://mitchki.github.io/Personal-Website</a>
</td>
<td id="pic">
<img id="pic1" src="images/p7small.jpg" alt="K. Mitchell" width="200" >
</td>
</tr>
</table>
<h1>Data Science Portfolio</h1>
<table class="c8">
<tbody>
<tr class="c6">
<th class="c4" colspan="1" rowspan="1" >
</th>
<th class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Project</strong></span></p>
</th>
<th class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Project Type</strong></span></p>
</th>
<th class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Primary Methodologies</strong></span></p>
</th>
<th class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Primary Tools</strong></span></p>
</th>
<th class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Links</strong></span></p>
</th>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/exploreNJ/" target="_blank" >
<img src="images/njclusters2.png" width="100" height="165"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Data Seedlings in the Garden State</strong></span><br/><span class="c0">December 2016</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Cluster Analysis, Data Visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Hierarchical, k-means, affinity propagation clustering, choropleth</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Python, pandas, scikit-learn,
matplotlib, D3<img src="images/python.png" width="150" class="logo" alt="python" title="python"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><a href="https://docs.google.com/presentation/d/14Yvy-mq9EeQdyk9BACoS9W3hnqZdqRr0M0UFN3-RkG0/edit?usp=sharing" target="_blank" >Google slides</a></span><br/>
<span class="c0"><a href="http://mitchki.com/exploreNJ/" target="_blank" >Visualization</a></span><br/>
<span class="c0"><a href="https://github.com/mitchki/pred_pov/tree/master/exploreNJ" target="_blank" >Github</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/exploreNJ/https://github.com/mitchki/pred_pov/blob/master/job_listings/presentation.pdf" target="_blank" >
<img src="images/jobtexts.png" width="150" ></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Text Mining Analysis: Data-Focused Job Listings</strong></span><br/><span class="c0">November 2016</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Natural Language Processing (NLP), Classification</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Latent Dirichlet Allocation (LDA), naive Bayes and random forest classification</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Python, pandas, scikit-learn, matplotlib, beautiful soup, MongoDB, AWS EC2<img src="images/python.png" width="150" class="logo" alt="python" title="python"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><a href="https://github.com/mitchki/pred_pov/blob/master/job_listings/presentation.pdf" target="_blank">PDF</span><br/>
<span class="c0"><a href="https://github.com/mitchki/pred_pov/tree/master/job_listings" target="_blank" >Github</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/D3/poverty.html" target="_blank" >
<img src="images/poverty.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Predicting Poverty Extent via Community Factors</strong></span><br/><span class="c0">November 2016</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Classification, Data Visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Logistic regression, naive Bayes, and random forest classification, choropleth</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Python, pandas, scikit-learn, statsmodels, matplotlib, D3<img src="images/python.png" width="150" class="logo" alt="python" title="python"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><a href="https://github.com/mitchki/pred_pov/blob/master/pred_pov/PovertyExtent3.pdf" target="_blank" >PDF</a></span><br/>
<span class="c0"><a href="http://mitchki.com/D3/poverty.html" target="_blank" >Visualization</a></span><br/>
<span class="c0"><a href="https://github.com/mitchki/pred_pov/tree/master/pred_pov" target="_blank">Github</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/attachments/WorkingwithUnitedStatesCensusData.pdf" target="_blank" >
<img src="images/factfinder.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Working with United States Census Data</strong></span><br/><span class="c0">July 2016</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Presentation</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Slides, choropleth</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Powerpoint, R<img src="images/Rlogo-1.png" width="85" class="logo" alt="R logo" title="R logo"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><a href="http://mitchki.com/attachments/WorkingwithUnitedStatesCensusData.pdf" target="_blank">PDF</a>
</span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/D3/cities.html" target="_blank" >
<img src="images/cities.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Job Openings by City by Data-Related Keyword</strong></span><br/><span class="c0">May 2016</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Data access and visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">API polling, data visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">R, D3<img src="images/Rlogo-1.png" width="85" class="logo" alt="R logo" title="R logo"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><a href="http://mitchki.tumblr.com/post/144153416914/data-analytic-tools-r-vs-python" target="_blank">Blog post</a>
</span><br/>
<span class="c0"><a href="http://mitchki.com/D3/cities.html" target="_blank"> Visualization</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/D3/force.html" target="_blank" >
<img src="images/force.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Graph analysis: hypothetical bullying relationships</strong></span><br/><span class="c0">April 2016</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Graph analysis, visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">SQL, R, D3<img src="images/Rlogo-1.png" width="85" class="logo" alt="R logo" title="R logo"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1">
<span class="c0"><a href="http://mitchki.com/D3/force.html" target="_blank">Force layout diagram</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="https://mitchki.shinyapps.io/project/" target="_blank" >
<img src="images/jobs.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Assess Demand for Your Skills in US Cities</strong></span><br/><span class="c0">May 2015</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Descriptive visualization</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">API polling, data munging</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">R, Shiny<img src="images/Rlogo-1.png" width="85" class="logo" alt="R logo" title="R logo"></span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><a href="https://mitchki.shinyapps.io/project/" target="_blank" >Application</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://www.slideshare.net/mitchki/predictive-analytics-context-and-use-cases" target="_blank" >
<img src="images/evolution.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Predictive Analytics: Context and Use Cases</strong></span><br/><span class="c0">March 2015</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Presentation</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Report from various conferences</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Powerpoint</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">
<a href="http://www.slideshare.net/mitchki/predictive-analytics-context-and-use-cases" target="_blank">Slideshare</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/papers/VietnameseImmigrantEntrepreneurship.pdf" target="_blank" >
<img src="images/vietnam.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Vietnamese Immigrant Entrepreneurship:<br>
A Comparison of Self-Employment in Vietnam and the United States</strong></span><br/><span class="c0">May 2014</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Econometrics research paper</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Decomposition analysis, linear and probit regression analysis</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><img src="images/stata.png" width="125" class="logo" alt="STATA" title="STATA"> </p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">
<a href="http://mitchki.com/papers/VietnameseImmigrantEntrepreneurship.pdf" target="_blank">PDF</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/papers/EffectofPerceivedCorruptiononForeignDirectInvestment.pdf" target="_blank" >
<img src="images/corrupt.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Effect of Perceived Corruption on Foreign Direct Investment</strong></span><br/><span class="c0">May 2013</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Econometrics research paper</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Fixed effects panel analysis, regression</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><img src="images/stata.png" width="125" class="logo" alt="STATA" title="STATA"> </p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">
<a href="http://mitchki.com/papers/EffectofPerceivedCorruptiononForeignDirectInvestment.pdf" target="_blank">PDF</a></span></p>
</td>
</tr>
<tr class="c5">
<td class="c4" colspan="1" rowspan="1">
<a href="http://mitchki.com/papers/FactorsAffectingthePovertyRateinNorthCarolinaCounties.pdf" target="_blank" >
<img src="images/nc.png" width="150"></a>
</td>
<td class="c4" colspan="1" rowspan="1">
<p class="c1"><span class="c0"><strong>Factors Affecting the Poverty Rate in North Carolina Counties</strong></span><br/><span class="c0">December 2012</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">Econometrics research paper</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">OLS Regression Analysis</span></p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1">
<img src="images/stata.png" width="125" class="logo" alt="STATA" title="STATA"> </p>
</td>
<td class="c2" colspan="1" rowspan="1">
<p class="c1"><span class="c0">
<a href="http://mitchki.com/papers/FactorsAffectingthePovertyRateinNorthCarolinaCounties.pdf" target="_blank">PDF</a></span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p></p>
</body>
</html>