It also contains one of the world's largest supplies of natural gas, a resource that has been dismissed as inaccessible until recently. Technological developments that combine horizontal drilling with hydraulic fracturing ("fracking") have removed physical and economic barriers to extracting hundreds of trillions of cubic feet of gas from bedrock deep below the Appalachian basin. Beginning in 2006, the first successful Marcellus gas wells by Range Resources, combined with a spike in the value of natural gas, spurred a modern-day gold rush a "gas rush" with profound ramifications for environmental policy, energy markets, political dynamics, and the lives of the people living in the Marcellus region. Under the Surface is the first book-length journalistic overview of shale gas development and the controversies surrounding it.Control over drilling rights is at stake in the heart of Marcellus country northeast Pennsylvania and central New York. The decisions by landowners to work with or against the companies and the resulting environmental and economic consequences are scrutinized by neighbors faced with similar decisions, by residents of cities whose water supply originates in the exploration area, and by those living across state lines with differing attitudes and policies concerning extraction industries. Wilber's evenhanded treatment gives a voice to all constituencies, including farmers and landowners tempted by the prospects of wealth but wary of the consequences, policymakers struggling with divisive issues, and activists coordinating campaigns based on their respective visions of economic salvation and environmental ruin. Wilber describes a landscape in which the battle over the Marcellus ranges from the very local yard signs proclaiming landowners' allegiances for or against shale gas development to often conflicting municipal, state, and federal legislation intended to accelerate, delay, or discourage exploration.For millions of people with a direct stake in shale gas exploration in the Marcellus or any number of other emerging shale resources in the United States and worldwide, or for those concerned about the global energy outlook, Under the Surface offers a worthwhile and engaging look at the issues.

     Cam Derringer is Key West’s favorite PI. While working out of his element in New York City, he becomes caught up in a deadly game of kill or be killed. The assassin known only as BLOODSHOT draws aim on Cam and his closest friends. It appeared to be a game dreamed up by a few bored millionaires until the shots became more deadly. Cam weaves his way through a battle of wits with the assassin using all his skills both above and below the law. With a new suspect at every turn, this fast-paced thriller leads Cam down a path of destruction, where he has to choose between reality and romanticism and ultimately between life and death.

    In the modern experimentalist paradigm, these techniques address clear causal questions such as: Do smaller classes increase learning? Should wife batterers be arrested? How much does education raise wages? Mostly Harmless Econometrics shows how the basic tools of applied econometrics allow the data to speak.In addition to econometric essentials, Mostly Harmless Econometrics covers important new extensions--regression-discontinuity designs and quantile regression--as well as how to get standard errors right. Joshua Angrist and Jorn-Steffen Pischke explain why fancier econometric techniques are typically unnecessary and even dangerous. The applied econometric methods emphasized in this book are easy to use and relevant for many areas of contemporary social science.An irreverent review of econometric essentials A focus on tools that applied researchers use most Chapters on regression-discontinuity designs, quantile regression, and standard errors Many empirical examples A clear and concise resource with wide applications

    Its enable us to sense, measure, and understand aspects of our existence in ways never before possible. The Human Face of Big Data captures, in glorious photographs and moving essays, an extraordinary revolution sweeping, almost invisibly, through business, academia, government, healthcare, and everyday life. It's already enabling us to provide a healthier life for our children. To provide our seniors with independence while keeping them safe. To help us conserve precious resources like water and energy. To alert us to tiny changes in our health, weeks or years before we develop a life-threatening illness. To peer into our own individual genetic makeup. To create new forms of life.  And soon, as many predict, to re-engineer our own species. And we've barely scratched the surface . . . Over the past decade, Rick Smolan and Jennifer Erwitt, co-founders of Against All Odds Productions, have produced a series of ambitious global projects in collaboration with hundreds of the world's leading photographers, writers, and graphic designers. Their Day in the Life projects were credited for creating a mass market for large-format illustrated books (rare was the coffee table book without one).  Today their projects aim at sparking global conversations about emerging topics ranging from the Internet (24 Hours in Cyberspace), to Microprocessors (One Digital Day), to how the human race is learning to heal itself, (The Power to Heal) to the global water crisis (Blue Planet Run). This year Smolan and Erwitt dispatched photographers and writers in every corner of the globe to explore the world of “Big Data” and to determine if it truly does, as many in the field claim, represent a brand new toolset for humanity, helping address the biggest challenges facing our species. The book features 10 essays by noted writers:Introduction: OCEANS OF DATA by Dan GardnerChapter 1: REFLECTIONS IN A DIGITAL MIRROR by Juan Enriquez, CEO, BiotechnomomyChapter 2: OUR DATA OURSELVES by Kate Green, the EconomistChapter 3: QUANTIFYING MYSELF by AJ Jacobs, EsquireChapter 4: DARK DATA by Marc Goodman, Future Crime InstituteChapter 5:  THE SENTIENT SENSOR MESH by Susan Karlin, Fast CompanyChapter 6: TAKING THE PULSE OF THE PLANET by Esther Dyson, EDventureChapter 7: CITIZEN SCIENCE by Gareth Cook, the Boston GlobeChapter 8: A DEMOGRAPH OF ONE by Michael Malone, Forbes magazineChapter 9: THE ART OF DATA by Aaron Koblin, Google Artist in ResidenceChapter 10: DATA DRIVEN by Jonathan Harris, Cowbird The book will also feature stunning info graphics from NIGEL HOLMES.1) GOOGLING GOOGLE: all the ways Google uses Data to help humanity2) DATA IS THE NEW OIL3) THE WORLD ACCORDING TO TWITTER4) AUCTIONING EYEBALLS: The world of Internet advertising5) FACEBOOK: A Billion Friends

    Jeff Gillman, the bestselling author of The Truth About Garden Remedies, and Meleah Maynard back up every good recommendation with sound horticultural and botanical science. Decoding Gardening Advice is the first and only hard-hitting, evidence-based book that every gardener needs for definitive advice on everything from bulbs, annuals, and perennials to edibles, trees, and soil care.

    It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

    Today, four fifths of Americans live in or near cities, surrounded by millions of trees, urban forests containing hundreds of species. Despite the ubiquity and familiarity of those trees, most of us take them for granted and know little of their specific natural history or civic virtues.   Jill Jonnes’s Urban Forests is a passionate, wide-ranging, and fascinating natural history of the tree in American cities over the course of the past two centuries. Jonnes’s survey ranges from early sponsors for the Urban Tree Movement to the fascinating stories of particular species (including Washington, DC’s famed cherry trees, and the American chestnut and elm, and the diseases that almost destroyed them) to the institution of Arbor Day to the most recent generation of tree evangelists who are identifying the best species to populate our cities’ leafy canopies. The book examines such questions as the character of American urban forests and the effect that tree-rich landscaping might have on commerce, crime, and human well-being. As we wrestle with how to repair the damage we have wrought on nature and how to slow climate change, urban forests offer an obvious, low-tech solution. (In 2006, U.S. Forest Service scientist Greg McPherson and his colleagues calculated that New York City’s 592,000 street trees annually saved $28 million in energy costs through shading and cooling, or $47.63 per tree.)

    Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    R is packed with powerful programming capabilities, but learning to use R in the real world can be overwhelming for even the most seasoned statisticians. This easy-to-follow guide explains how to use R for data processing and statistical analysis, and then, shows you how to present your data using compelling and informative graphics. You'll gain practical experience using R in a variety of settings and delve deeper into R's feature-rich toolset.Includes tips for the initial installation of RDemonstrates how to easily perform calculations on vectors, arrays, and lists of dataShows how to effectively visualize data using R's powerful graphics packagesGives pointers on how to find, install, and use add-on packages created by the R communityProvides tips on getting additional help from R mailing lists and websitesWhether you're just starting out with statistical analysis or are a procedural programming pro, "R For Dummies" is the book you need to get the most out of R.

    Once an esoteric tool for academic research, the randomized controlled trial has gone mainstream. No tech company worth its salt (or its share price) would dare make major changes to its platform without first running experiments to understand how they would influence user behavior. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world.Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber. Successful experiments can save companies money--eBay, for example, discovered how to cut $50 million from its yearly advertising budget--or bring to light something previously ignored, as when Airbnb was forced to confront rampant discrimination by its hosts. Moving beyond tech, Luca and Bazerman consider experimenting for the social good--different ways that govenments are using experiments to influence or "nudge" behavior ranging from voter apathy to school absenteeism. Experiments, they argue, are part of any leader's toolkit. With this book, readers can become part of "the experimental revolution."

    The wonderful inventions we now cannot live without—fromhigh-heels to tea-bags, pencils to x-rays, each story is an amazing mix of luck and a whole lot ofperseverance and hard work.Imagine what our hot summers would be without ice-lolly? The horrors of never tasting potatochips!What would we do without our quick-fix Superglue? We hardly give a thought to the manylittle things we use every day. Don’t you think it’s time we learnt about a few stories of origin?Where do they come from? Who invented them and how?Learn about 51 fascinating stories of inventions in a book blending adorable, simple illustrationswith lively text bursting with facts. Who knows, you might accidentally come up with an inventionone day too

     Opening a book of Letera is like watching a week in the life of someone else, but where the stakes couldn’t be higher. In a world where every kind of creature exists, survival seems impossible. Each standalone book shows two sides of romance in a world where anything could kill. Book 1- Annora’s Dragon Book 2- Bree’s Dragon Book 3- Kerensa’s Dragon Book 4- Noely’s Dragon Book 5- Ailey’s Dragon Book 6- Zandra’s Dragon Book 7- Ivy’s Dragon Book 8- Summer’s Dragon These books are full of the romance and fiery passion that you have been looking for! Grab them now to jump into these addicting stories. WARNING: This is a stand alone romance with an HEA. This ebook contains mature themes and language, intended for 18+ readers only.

    A Struggle of Inner Beasts, Secrets, and Sheer Will To Protect The Ones You Truly Love The North Peak Shifters Collection features strong, independent women locked in a battle between their dark past and the potential for a bright future. When a pack of drop-dead gorgeous, seductive shifters finally experience love, they're forced to face the reality of their dangerous lives. As fate trudges the pack North, the path to their happily ever after is filled with thorns, secrets, and the risk of losing it all. Featured Books in this Collection Book 2 – Blue Ridge Bear Book 3 – Peak Point Bear Book 4 – Bolt Castle Bear Book 5 – Alexander Bay Bear Other Books in this Collection Mason's Match Professor Drake Moonlight Alphas Exclusive free access to East River Bear: North Peak Shifters Book 1 is also included inside. This is a box-set is packed with stand-alone paranormal romance stories with no cheating or cliffhangers and a HEA! For those who love alphas, shifters, and steamy adventure. Story contains mature themes and language, and is intended for 18+ readers only.

    “Marquez - One Hundred Years of Solitude - Book Summary in 1,000 Words” is exactly what it suggests – a 1,000-word summary of “One Hundred Years of Solitude”. This download will give you a first-person view into the story of this book. It will give you better insight into whether this is something that you want to read and even better, you can do it all within 15 minutes or less. It’s literally the twitter of the e-book world. What makes Salinger - Marquez - One Hundred Years of Solitude - Book Summary in 1,000 Words different from other books is that we have combined the essence of book summary and our love for books, creating a way for readers to pre-read books before buying them. If you’ve ever wasted your time reading a book that wasn’t interesting, you know how big of a difference this could make. Knowing exactly what you’re about to read without getting too many spoilers will help readers make better decisions about the books they download. Now, you’ll be able to get the gist of any story in 1,000 words or less. If you would like to read more book summaries in 1,000-word (all the most famous books - best classics of all times) – please search for book summaries published by 'Read Less Know More'. A lot of people buy e-books without having this useful insight and this sometimes leads to disappointment. Now, you can minimize this probability with our innovative form of e-book publishing using 1,000-word Book Summaries.

    But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.