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<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE html><html xmlns="http://www.w3.org/1999/xhtml" lang="en">
<head>
<meta charset="utf-8"/>
<title>数据 + 设计</title>
<link rel="stylesheet" type="text/css" href="theme/html/html.css"/>
<script src="js/retina.min.js" type="text/javascript"> </script>
<script src="js/jquery.min.js" type="text/javascript"> </script>
<script src="js/data-design.js" type="text/javascript"> </script>
<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
</head>
<body data-type="book">
<span class="btn open">打开</span>
<div class="navbar">
<div class="title">
<span class="btn close">关闭</span>
<h1>数据 + 设计</h1>
<h2>对信息准备与可视化的简要介绍</h2>
</div>
<nav data-type="toc" id="idp97216">
<ol>
<li data-type="part">
<a href="titlepage01.html">简介</a>
<ol>
<li data-type="copyright-page">
<a href="copyright-page01.html">版权许可</a>
</li>
<li data-type="preface">
<a href="preface01.html">绪言</a>
</li>
<li data-type="foreword">
<a href="foreword01.html">序</a>
</li>
<li data-type="introduction">
<a href="introduction01.html">怎样使用本书</a>
</li>
</ol>
</li>
<li data-type="part">
<a href="part01.html">数据基础</a>
<ol>
<li data-type="chapter">
<a href="ch01.html">基本数据类型</a>
</li>
<li data-type="chapter">
<a href="ch02.html">关于数据聚合/统计</a>
</li>
</ol>
</li>
<li data-type="part">
<a href="part02.html">数据采集</a>
<ol>
<li data-type="chapter">
<a href="ch03.html">调查数据简介</a>
</li>
<li data-type="chapter">
<a href="ch04.html">调查问题类型</a>
</li>
<li data-type="chapter">
<a href="ch05.html">其他的数据采集方法</a>
</li>
<li data-type="chapter">
<a href="ch06.html">发现外部数据</a>
</li>
</ol>
</li>
<li data-type="part">
<a href="part03.html">让数据就绪</a>
<ol>
<li data-type="chapter">
<a href="ch07.html">数据准备</a>
</li>
<li data-type="chapter">
<a href="ch08.html">数据清理</a>
</li>
<li data-type="chapter">
<a href="ch09.html">数据校对种类</a>
</li>
<li data-type="chapter">
<a href="ch10.html">数据清理的能和不能</a>
</li>
<li data-type="chapter">
<a href="ch11.html">数据转换</a>
</li>
</ol>
</li>
<li data-type="part">
<a href="part04.html">数据可视化</a>
<ol>
<li data-type="chapter">
<a href="ch12.html">决定哪些以及多少数据用于呈现</a>
</li>
<li data-type="chapter">
<a href="ch13.html">图形化调查响应结果</a>
</li>
<li data-type="chapter">
<a href="ch14.html">解析信息图</a>
</li>
<li data-type="chapter">
<a href="ch15.html">色彩、字体、图标的重要性</a>
</li>
<li data-type="chapter">
<a href="ch16.html">打印 Vs. 网页，静态 Vs. 交互</a>
</li>
</ol>
</li>
<li data-type="part">
<a href="part05.html">不要做什么</a>
<ol>
<li data-type="chapter">
<a href="ch17.html">知觉欺骗</a>
</li>
<li data-type="chapter"><a href="ch18.html">常见可视化错误</a>
</li>
</ol>
</li>
<li data-type="part">
<a href="#">总结</a>
<ol>
<li data-type="chapter">
<a href="app01.html">资源</a>
</li>
<li data-type="chapter">
<a href="glossary01.html">术语表</a>
</li>
<li data-type="chapter">
<a href="acknowledgments01.html">贡献者/致谢</a>
</li>
</ol>
</li>
</ol>
</nav>
</div>
<section data-type="acknowledgments" data-pdf-bookmark="Contributors" id="idp7791344">
<h1>Contributors</h1>
<h1>贡献者</h1>
<section data-type="sect1" id="idp7285760">
<div class="contributor">
<div class="header"><img alt="Mihai Badescu" class="profile" src="images/contributors/mihai-badescu.png"/>
<h3>Mihai Badescu</h3>
<p>Web Developer</p>
</div>
<div class="role">
<p class="research">research, code</p>
</div>
<div class="description">
<p>Mihai is a junior web developer living in Chicagoland. If he’s not dreaming of working with data, he’s off somewhere actually working with it. He also has a thing for 90s Japanese cooking shows.</p>
<div class="links"><a class="twitter" href="https://twitter.com/mihaibad" target="_blank">@mihaibad</a> </div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Vitor Baptista" class="profile" src="images/contributors/vitor-baptista.png"/>
<h3><a href="http://vitorbaptista.com/" target="_blank">Vitor Baptista</a></h3>
<p>Data Visualization Developer</p>
<p><em>Open Knowledge Foundation</em></p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Vitor Baptista is a data visualization developer at the Open Knowledge Foundation working on the CKAN data portal platform. He sees the access, consumption, and interpretation of data of all kinds as an exciting way to help people understand the world and make it better.</p>
<div class="links"><a class="twitter" href="https://twitter.com/vitorbaptista" target="_blank">@vitorbaptista</a> <a class="website" href="http://vitorbaptista.com/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Petr Beles" class="profile" src="images/contributors/petr-beles.png"/>
<h3><a href="http://www.2150.ch" target="_blank">Petr Beles</a></h3>
<p>Senior ETL Consultant</p>
<p><em>2150 GmbH</em></p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Petr is an expert in Data Modeling, ETL Architecture and Development. He’s currently focused on agile business intelligence, including automated testing and data vault modeling. Always eager to share and expand his knowledge, Petr is a regular speaker at TDWI conferences in Switzerland and Germany.</p>
<div class="links"><a class="website" href="http://www.2150.ch" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Jessica Berger" class="profile" src="images/contributors/jessica-berger.png"/>
<h3>Jessica Berger</h3>
<p>Research Study Coordinator</p>
<p><em>Northwestern University Feinberg School of Medicine</em></p>
</div>
<div class="role">
<p class="technical editor">technical editor</p>
</div>
<div class="description">
<p>Jessica works in psychiatric clinical research and has a passion for building databases and queries. She also enjoys opportunities to write and edit presentations and publications on the subject. She recently began work toward a degree in epidemiology and biostatistics at Northwestern University Feinberg School of Medicine.</p>
<div class="links"><a class="twitter" href="https://twitter.com/nerdfighter_14" target="_blank">@nerdfighter_14</a></div>
</div>
</div>
<div class="contributor">
<div class="header">
<img alt="Marit Brademann" class="profile" src="images/contributors/marit-brademann.png"/>
<h3>Marit Brademann</h3><p>Data Enthusiast</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Marit’s interest in data is fueled by her support for transparency and open access to information. She holds a Master’s degree in quantitative sociology and regularly contributes to projects in the cultural, educational, and scientific spheres. She loves traveling, connecting, and writing about self-improvement, society, and, of course, (open) data.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Amanda Buenz Makulec" class="profile" src="images/contributors/amanda-buenz-makulec.png"/>
<h3><a href="http://www.datavizhub.co" target="_blank">Amanda Buenz Makulec</a></h3>
<p>Monitoring & Evaluation Associate</p>
<p><em>John Snow Inc.</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Amanda works at the intersection of global health monitoring, evaluation, and communications. She loves how well-designed visualizations can make data accessible and even help improve health programs. Co-founder of the datavizhub.co community, she enjoys connecting with other viz enthusiasts to share ideas.</p>
<div class="links"><a class="twitter" href="https://twitter.com/abmakulec" target="_blank">@abmakulec</a> <a class="website" href="http://www.datavizhub.co" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Alberto Cairo" class="profile" src="images/contributors/alberto-cairo.png"/>
<h3><a href="http://www.thefunctionalart.com" target="_blank">Alberto Cairo</a></h3>
<p>Professor & Director of Visualization Program</p>
<p><em>University of Miami</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Alberto teaches infographics and visualization at the University of Miami School of Communication. He also serves as director of the visualization program in the University’s Center for Computational Science. Author of <em>The Functional Art</em>, Albert has led workshops and consulted media and educational institutions in more than 20 countries.</p>
<div class="links"><a class="twitter" href="https://twitter.com/albertocairo" target="_blank">@albertocairo</a> <a class="website" href="http://www.thefunctionalart.com" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Michael A. Castello" class="profile" src="images/contributors/michael-a-castello.png"/>
<h3><a href="http://castello.me " target="_blank">Michael A. Castello</a></h3>
<p>PhD/MD Candidate</p>
<p><em>Loma Linda University</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Currently working toward a PhD in human physiology, Michael Castello researches Alzheimer’s disease and creates downright fascinating scientific presentations on the subject. Outside the lab, Michael writes, builds things, plays computer games, and hypothesizes about the future.</p>
<div class="links"><a class="twitter" href="https://twitter.com/castello" target="_blank">@castello</a> <a class="website" href="http://castello.me " target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Michelle Cazares" class="profile" src="images/contributors/michelle-cazares.png"/>
<h3>Michelle Cazares</h3>
</div>
<div class="role">
<p class="distribution">distribution</p>
</div>
<div class="description">
<p>Michelle is currently dabbling in the business world, so learning how to work with data has been an interesting journey. She is set to start her MBA in Fall 2014 and hopes to be able to use the e-book to help her throughout her courses. In her spare time, she likes to read, play videogames (N7 at heart!), and learn about the world.</p>
<div class="links"><a class="twitter" href="https://twitter.com/andromeda_N7" target="_blank">@andromeda_N7</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Kathy Chang" class="profile" src="images/contributors/kathy-chang.png"/>
<h3><a href="http://nychang.com/" target="_blank">Kathy Chang</a></h3>
</div>
<div class="role">
<p class="editor writer distribution rock-star">editor, writer, distribution</p>
</div>
<div class="description">
<p>The daughter of immigrants, Kathy remembers when NYC subway trains were covered in graffiti and kind of misses that. Nowadays she rides her trusty Brompton wherever she can. She loves bacon, hates cilantro, and enjoys learning about learning.</p>
<div class="links"><a class="website" href="http://nychang.com/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Jeana Chesnik" class="profile" src="images/contributors/jeana-chesnik.png"/>
<h3>Jeana Chesnik</h3>
<p>E-Learning Developer, Massage Envy Franchising, LLC</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Jeana designs, develops, and implements online training programs to support employee development at the corporate and national level. She is currently working with a team at the Franchise Support Center to establish learning and development metrics that evaluate the effectiveness of learning outcomes and make changes as needed.</p>
<div class="links"><a class="twitter" href="https://twitter.com/Jeanacee" target="_blank">@Jeanacee</a> </div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Trina Chiasson" class="profile" src="images/contributors/trina-chiasson.png"/>
<h3><a href="http://trina.ch/" target="_blank">Trina Chiasson</a></h3>
<p>Co-founder & CEO</p>
<p><em>Infoactive</em></p>
</div>
<div class="role">
<p class="organizer rock-star">organizer</p>
</div>
<div class="description">
<p>Trina is the co-founder of Infoactive and a fellow at the Reynolds Journalism Institute where she works to make data visualization more accessible for journalists. She enjoys turning numbers into stories and making data more human.</p>
<div class="links"><a class="twitter" href="https://twitter.com/trinachi" target="_blank">@trinachi</a> <a class="website" href="https://infoactive.co/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Howard Coale" class="profile" src="images/contributors/howard-coale.png"/>
<h3><a href="http://www.sapient.com/" target="_blank">Howard Coale</a></h3>
<p>NY Practice Lead & Creative Director, Sapient Global Markets</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Howard leads the experienced, talented, ambitious, and (mostly) good-humored New York team at Sapient Global Markets, which focuses on data visualization and user experience design.</p>
<div class="links"><a class="website" href="http://www.sapient.com/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Ellen Cooper" class="profile" src="images/contributors/ellen-cooper.png"/>
<h3><a href="http://quadraresearch.com" target="_blank">Ellen Cooper</a></h3>
<p>Senior Researcher</p>
<p><em>Quadra Research</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Ellen has extensive experience designing, implementing, and managing market research studies. Twenty years ago, she launched Quadra Research to provide qualitative and quantitative research studies for industries including utilities, non-profits, packaged goods, real estate, and finance. She is a Certified Advertising Agency Practitioner, corporate member of the Marketing Research and Intelligence Association, and Certified Marketing Research Professional.</p>
<div class="links"><a class="website" target="_blank" href="quadraresearch.com">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Bill Coppinger" class="profile" src="images/contributors/bill-coppinger.png"/>
<h3><a href="http://www.whalesongservices.com.au" target="_blank">Bill Coppinger</a></h3>
<p>Owner</p>
<p><em>WhaleSongServices</em></p>
</div>
<div class="role">
<p class="research">research</p>
</div>
<div class="description">
<p>Bill Coppinger has over 30 years’ experience in Education and Training. He co-founded the I*EARN Network in Australia and chaired the International I*EARN Management Team for 3 years. He has a passion for supporting the uptake of evidence-based planning and data visualization. He owns and operates WhaleSongServices.</p>
<div class="links"><a class="twitter" href="https://twitter.com/billcoppinger" target="_blank">@billcoppinger</a> <a class="website" href="http://www.whalesongservices.com.au" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Colleen Cressman" class="profile" src="images/contributors/colleen-cressman.png"/>
<h3>Colleen Cressman</h3>
</div>
<div class="role">
<p class="editor rock-star">editor</p>
</div>
<div class="description">
<p>A graduate student in Library & Information Science at Simmons College in Boston, MA, Colleen is interested in the effects of open access on resources for education, research and scholarship. She also studies the relationship between digital literacy and learning.</p>
<div class="links"><a class="twitter" href="https://twitter.com/namsserc" target="_blank">@namsserc</a> </div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Alistair Croll" class="profile" src="images/contributors/alistair-croll.png"/>
<h3><a href="http://www.solveforinteresting.com" target="_blank">Alistair Croll</a></h3>
<p>Founder</p>
<p><em>Solve For Interesting</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Alistair works in web performance, big data, cloud computing, and startup acceleration. Co-founder of Networkshop and Coradiant, he’s helped create several startups, accelerators, and conferences. He chairs various tech events, including O’Reilly’s Strata conference and the International Startup Festival, and has written four books on analytics, technology, and entrepreneurship, including <em>Lean Analytics</em>.</p>
<div class="links"><a class="twitter" href="https://twitter.com/acroll" target="_blank">@acroll</a> <a class="website" href="http://www.solveforinteresting.com" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Jared Crooks" class="profile" src="images/contributors/jared-crooks.png"/>
<h3><a href="http://www.nouribar.com" target="_blank">Jared Crooks</a></h3>
<p>President</p>
<p><em>NOURI</em></p>
</div>
<div class="role">
<p class="technical editor">technical editor</p>
</div>
<div class="description">
<p>Jared is a scientist and innovator working in emerging technology, energy, and big data. He is the co-founder of NOURI—an “out of this world” food company with the mission of making the world a better place by ending child hunger—and the author of several children’s books.</p>
<div class="links"><a class="twitter" href="https://twitter.com/jacrooks" target="_blank">@jacrooks</a> <a class="website" href="http://www.nouribar.com" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Ersin Demirok" class="profile" src="images/contributors/ersin-demirok.png"/>
<h3>Ersin Demirok</h3>
<p><em>Sabancı University</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Ersin lives a double life, well sort of. He’s a researcher in the management and organization department of a national university and also a business developer for investors in the mining and energy industry. He digs being able to present any sort of investment opportunity clearly and quickly with inspiring and simple data visualizations.</p>
<div class="links"><a class="twitter" href="https://twitter.com/demiroker" target="_blank">@demiroker</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Mizel Djukic" class="profile" src="images/contributors/mizel-djukic.png"/>
<h3>Mizel Djukic</h3>
<p>Senior Product Manager</p>
<p><em>Millennial Media</em></p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Mizel is a Senior Product Manager in the mobile tech industry. He builds tools that use big data to tell stories effectively and allow users to make better, data-driven business decisions.</p>
<div class="links"><a class="twitter" href="https://twitter.com/mizthediz" target="_blank">@mizthediz</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Candice Douglas" class="profile" src="images/contributors/candice-douglas.png"/>
<h3><a href="http://www.thesocialpost.co.za" target="_blank">Candice Douglas</a></h3>
<p>Chief of Social at The Social Post</p>
</div>
<div class="role">
<p class="editor rock-star">editor</p>
</div>
<div class="description">
<p>Candice’s love for putting words together beautifully began early in her life. Her love for photography came next. Today, she is paid to chat on social media, capture light through her camera lens, and help people translate their message into words for the rest of the world to read.</p>
<div class="links"><a class="twitter" href="https://twitter.com/TheSocialPostSA" target="_blank">@TheSocialPostSA</a> <a class="website" href="http://www.thesocialpost.co.za" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Steve Drew" class="profile" src="images/contributors/avatar.png"/>
<h3>Steve Drew</h3>
<p>Co-Founder, Veraison Vineyards</p>
</div>
<div class="role">
<p class="technical editor">technical editor</p>
</div>
<div class="description">
<p>Quite the globetrotter, Steve lived in New York and London before moving to South Africa in 2007 where he bought a Burgundian-sized vineyard and farm house five minutes from the Franschhoek village center.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Oz du Soleil" class="profile" src="images/contributors/oz-du-soleil.png"/>
<h3><a href="http://datascopic.net " target="_blank">Oz du Soleil</a></h3>
<p>DataScopic</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Oz is a Chicago-based freelancer who has been working with Excel and data for 15 years. He’s a passionate speaker and trainer devoted to data literacy. When Oz isn’t elbow-deep in data, he’s known for sriracha, bowties, and good bourbon.</p>
<div class="links"><a class="twitter" href="https://twitter.com/Oz_Dragoncookie" target="_blank">@Oz_Dragoncookie</a> <a class="website" href="http://datascopic.net " target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Kate Eyler-Werve" class="profile" src="images/contributors/kate-eyler-werve.png"/>
<h3>Kate Eyler-Werve</h3>
<p>Project Manager, Mightybytes</p>
</div>
<div class="role">
<p class="editor writer">editor, writer</p>
</div>
<div class="description">
<p>Kate helps organizations build websites that both deliver against business objectives AND look good. Kate also trains people on methods and models for integrating content strategy, user experience, and web design. She’s co-authored two books: <em>Return on Engagement: Content Strategy and Web Design Techniques for Digital Marketing</em>, and O’Reilly Media’s <em>The Civic Apps Competition Handbook</em>.</p>
<div class="links"><a class="twitter" href="https://twitter.com/innokate" target="_blank">@innokate</a> </div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Jane Foo" class="profile" src="images/contributors/jane-foo.png"/>
<h3>Jane Foo</h3>
<p>Digital Systems Librarian, Seneca College</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>With a background in user-centered design, Jane has experience in systems testing (including integration and usability), systems implementation, UI Design, and training. She credits an undergraduate course on environmental psychology with prompting a lifelong interest in human-computer interaction and the impact of technology and visual design on everyday activities.</p>
<div class="links"><a class="twitter" href="https://twitter.com/grumpel" target="_blank">@grumpel</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Philipp Gassner" class="profile" src="images/contributors/philipp-gassner.png"/>
<h3><a href="http://www.greenchallengeaccepted.org/" target="_blank">Philipp Gassner</a></h3>
<p>Interace Expert & Founder of Green Challenge Accepted</p>
</div>
<div class="role">
<p class="distribution">distribution</p>
</div>
<div class="description">
<p>Philipp is an environmental scientist and communication expert with a passion for knowledge, people, and the environment. Dedicated to communicating the importance of sustainability, he turns data into drama, numbers into narrative, and stats into stories, translating knowledge into practice to change institutions.</p>
<div class="links"><a class="twitter" href="https://twitter.com/GrnChllngAccptd" target="_blank">@GrnChllngAccptd</a> <a class="website" href="http://www.greenchallengeaccepted.org/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Collin Graves" class="profile" src="images/contributors/collin-graves.png"/>
<h3><a href="http://www.collingraves.com/" target="_blank">Collin Graves</a></h3>
<p>Co-Founder, Vitalane</p>
</div>
<div class="role">
<p class="technical editor">technical editor</p>
</div>
<div class="description">
<p>Collin stumbled upon the art and psychology of design while working as a mechanic in the Air Force. He went on to found a few award-winning startups and now works as a startup consultant, UX designer, and freelance web developer.</p>
<div class="links"><a class="twitter" href="https://twitter.com/GravesCollin" target="_blank">@GravesCollin</a> <a class="website" href="http://www.collingraves.com/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Dyanna Gregory" class="profile" src="images/contributors/dyanna-gregory.png"/>
<h3>Dyanna Gregory</h3>
<p>Co-Organizer, Data + Design</p>
</div>
<div class="role">
<p class="organizer writer rock-star">organizer, writer</p>
</div>
<div class="description">
<p>Dyanna is a librarian and biostatistician who has been obsessive about data cleaning since the age of 13 and loves to teach statistics to people of all ages, especially those who think they hate math.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Tom Grubisich" class="profile" src="images/contributors/tom-grubisich.png"/>
<h3><a href="http://localamerica.com/#" target="_blank">Tom Grubisich</a></h3>
<p>Editorial Director, Local America</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Creator of and inspiration behind Local America, Tom is a veteran journalist with more than 30 years’ experience. His previous gigs include: editor at the Washington <em>Post</em>, managing editor of AOL local news, founder of a chain of community newspapers in metro Washington, and consulting Web editor at the World Bank.</p>
<div class="links"><a class="twitter" href="https://twitter.com/TomGrubisich" target="_blank">@TomGrubisich</a> <a class="website" href="http://localamerica.com/#" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Nidhal Haddad" class="profile" src="images/contributors/nidhal-haddad.png"/>
<h3>Nidhal Haddad</h3>
<p>Student, ESSAI</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Nidhal is pursuing a national degree at The Higher School of Statistics and Data Analysis in Tunisia (ESSAI). His current and past projects include PCA analysis, tree-based models, and network analysis. His thesis project focuses on market share prediction in the airline industry.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Margie Henry" class="profile" src="images/contributors/margie-henry.png"/>
<h3>Margie Henry</h3>
<p>Senior Analyst, Rakuten Marketing</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Margie’s relationship with data began in college when she nearly failed her first statistics class and decided the subject was a beast to be conquered. When she’s not cranking out reports and crunching numbers, Margie addresses the growing need for evidence-based decision making and performance measurement among organizations in the arts, culture, and commercial creative sectors.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Camilo Herrera" class="profile" src="images/contributors/camilo-hererra.png"/>
<h3><a target="_blank" href="raddar.net">Camilo Herrera</a></h3>
<p>President, RADDAR</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Camilo serves as research consultant and strategic advisor to more than 100 brands. He has authored academic articles on microeconomics, cultural capital, and marketing, including several on the Columbian consumer.</p>
<div class="links"><a class="website" target="_blank" href="raddar.net">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Melissa Hill Dees" class="profile" src="images/contributors/melissa-hill-dees.png"/>
<h3>Melissa Hill Dees</h3>
<p>Programs & Communication, Volunteer Center of Morgan County</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Melissa is an integrator, collaborator, innovator, and relationship builder. She has 20 years of successful marketing experience working with industry leaders and 8 years in entrepreneurial electronic marketing and CRM for small businesses.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Saurabh Jain" class="profile" src="images/contributors/saurabh-jain.png"/>
<h3><a href="http://about.me/saurabhjain1099" target="_blank">Saurabh Jain</a></h3>
<p>Analytics Lead, Fractal Analytics</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Saurabh is an analytics lead for one of the largest consumer goods companies in the world. On a typical day, he tackles tough big data in order to improve decision management, predict and influence consumer behavior, and optimize business results.</p>
<div class="links"><a class="twitter" href="https://twitter.com/saurabhjain1099" target="_blank">@saurabhjain1099</a> <a class="website" href="http://about.me/saurabhjain1099" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Kate Kretschmann" class="profile" src="images/contributors/kate-kretschmann.png"/>
<h3>Kate Kretschmann</h3>
<p>Project Coordinator, Arizona Geological Survey</p>
</div>
<div class="role">
<p class="project manager">project manager</p>
</div>
<div class="description">
<p>Kate coordinates community building and project development for the NSF EarthCube Initiative, a data and knowledge management system that will allow for cross-discipline data sharing across the geosciences. She comes to her work with a background in journalism, science reference publishing, and online media.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Ginette Law" class="profile" src="images/contributors/ginette-law.png"/>
<h3>Ginette Law</h3>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Ginette collects, explores, and reports data for companies and organizations, including the World Economic Forum, ictQatar, Huawei, and the World Wide Web Foundation. When not geeking out over data, Ginette enjoys the finer things in life… like ice cream.</p>
<div class="links"><a class="twitter" href="https://twitter.com/ggeeksd" target="_blank">@ggeeksd</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="An Le" class="profile" src="images/contributors/le-nguyen-thanh-an.png"/>
<h3>An Le</h3>
<p>Engagement Leader, Officience</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Born and living in South Central Vietnam in the time of Facebook and Twitter, Thanh An is an engagement leader at the global consulting firm Officience. He’s driven by a strong entrepreneurial spirit and a fascination with mass data digitization.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Bonnie Meisels" class="profile" src="images/contributors/bonnie-meisels.png"/>
<h3>Bonnie Meisels</h3>
<p>Designer, Social Entrepreneur, Real Estate Broker</p>
</div>
<div class="role">
<p class="other">other</p>
</div>
<div class="description">
<p>As a graduate of Parson’s School of Design, Bonnie designed handbags & accessories in New York. After moving back to Montreal, she is applying her passion for designing and making a difference to her practice as a socially conscious real estate broker.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Tom Morris" class="profile" src="images/contributors/tom-morris.png"/>
<h3>Tom Morris</h3>
<p>Product Manager & Software Engineer</p>
</div>
<div class="role">
<p class="technical editor">technical editor</p>
</div>
<div class="description">
<p>Tom is a product manager, software geek, and athlete who lives and works in Boston, Massachusetts.</p>
<div class="links"><a class="twitter" href="https://twitter.com/tfmorris" target="_blank">@tfmorris</a> </div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Callie Neylan" class="profile" src="images/contributors/callie-neylan.png"/>
<h3><a href="http://nineteenthirtyfour.org/" target="_blank">Callie Neylan</a></h3>
<p>Senior Software Designer, Microsoft</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Callie was born in Aspen, Colorado, before movie stars discovered it. She’s worked at various startups, software companies, and design firms, and as a senior interaction designer at NPR. She now works with some of the best engineers in the world creating data visualization and visual analytics tools.</p>
<div class="links"><a class="twitter" href="https://twitter.com/neylano" target="_blank">@neylano</a> <a class="website" href="http://nineteenthirtyfour.org/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Sanjit Oberoi" class="profile" src="images/contributors/sanjit-oberai.png"/>
<h3><a href="http://www.indiaspend.com" target="_blank">Sanjit Oberai</a></h3>
<p>Deputy Editor, IndiaSpend</p>
</div>
<div class="role">
<p class="technical editor">technical editor</p>
</div>
<div class="description">
<p>Sanjit is Deputy Editor of IndiaSpend, a non-profit organisation and India’s first Data Journalism initiative which utilises open data to empower citizens decision making process. He likes creating stories around data with the help of free to use tools and believes that story telling is the way forward. He has worked with PaGaLGuY and Firstpost.com. He lives in Mumbai.</p>
<div class="links"><a class="twitter" href="https://twitter.com/sanjit_oberai" target="_blank">@sanjit_oberai</a> <a class="website" href="http://www.indiaspend.com" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Tara Phelps" class="profile" src="images/contributors/tara-phelps.png"/>
<h3><a href="http://www.techtosuccess.com/" target="_blank">Tara Phelps</a></h3>
<p>Founder, Success Technologies</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Tara the Technology Matchmaker is a business automation and strategy expert whose passion is helping coaches, entrepreneurs, and small business owners use technology to save time and money, create more meaningful relationships with clients and prospects, and achieve greater success in business.</p>
<div class="links"><a class="twitter" href="https://twitter.com/taraphelps" target="_blank">@taraphelps</a> <a class="website" href="http://www.techtosuccess.com/" target="_blank">website</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Kiran PV" class="profile" src="images/contributors/kiran-pv.png"/>
<h3>Kiran PV</h3>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Kiran provides data science training at Jigsaw Academy, an Online School of Analytics based in Bangalore, India. He holds a dual degree in engineering from IIT Madras, India, and his technical expertise spans SAS, Python, Hadoop, and Tableau. Outside of work, Kiran writes, travels, and cheers for his favorite club, Manchester United in EPL.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Christine Ridgway" class="profile" src="images/contributors/christine-ridgway.png"/>
<h3>Christine Ridgway</h3>
<p>National Clinical Educator at Teleflex Medical Australia</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Christine’s passion is communicating complex topics in simple and approachable ways, empowering people to perform at their highest level. She is a National Clinical Educator at Teleflex Medical Australia, specializing in designing learning resources to support the sale and use of complex medical devices and, ultimately, improve patient outcomes.</p>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Sarah Rigdon" class="profile" src="images/contributors/sarah-rigdon.png"/>
<h3>Sarah Rigdon</h3>
<p>Writer & Consultant</p>
</div>
<div class="role">
<p class="writer">writer</p>
</div>
<div class="description">
<p>Sarah likes translating complex ideas into good stories. A fan of civic tech and mass collaboration, she’s an alumna of NASA’s Open Innovation Program and a volunteer at Code for DC and Code for Houston. She led communications for the 2013 International Space Apps Challenge and helped organize the TechLady Hackathon + Training Day.</p>
<div class="links"><a class="twitter" href="https://twitter.com/sarah_rigdon " target="_blank">@sarah_rigdon </a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Adam Robbins" class="profile" src="images/contributors/adam-robbins.png"/>
<h3>Adam Robbins</h3>
</div>
<div class="role">
<p class="research">research</p>
</div>
<div class="description">
<p>Adam Robbins works with communities in the Midwest and East Asia to achieve LGBT equality. He helped Minnesotans United for All Families achieve the first victory against an anti-marriage constitutional amendment, trained with the New Organizing Institute, and is currently working with a startup in Beijing to measure and develop the LGBT market in China.</p>
<div class="links"><a class="twitter" href="https://twitter.com/robbinsadam" target="_blank">@robbinsadam</a></div>
</div>
</div>
<div class="contributor">
<div class="header"><img alt="Anastasia Savvina" class="profile" src="images/contributors/anastasia-savvina.png"/>
<h3><a href="http://about.me/anastasiasavvina/bio" target="_blank">Anastasia Savvina</a></h3>
<p>Sr. Copywriter, Kaiser Permanente</p>
</div>
<div class="role">
<p class="editor">editor</p>
</div>
<div class="description">
<p>Anastasia is a senior copywriter by day and freelance writer in her off hours. She received a bachelor’s degree in Literature & Writing from UC San Diego and is grateful/relieved/ecstatic that she gets to use that education at work. After writing, her favorite things are traveling, backpacking, and trying new foods.</p>
<div class="links"><a class="website" href="http://about.me/anastasiasavvina/bio" target="_blank">website</a></div>
</div>
</div>