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.

    A starter kit to becoming a millionaire - isn't it time you became wealthy? This explosive and controversial openly challenges the most basic and fundamental tenets of personal investing.

    Whether they bind computers, economies, or terrorist organizations, networks are everywhere in the real world, yet only recently have scientists attempted to explain their mysterious workings.From epidemics of disease to outbreaks of market madness, from people searching for information to firms surviving crisis and change, from the structure of personal relationships to the technological and social choices of entire societies, Watts weaves together a network of discoveries across an array of disciplines to tell the story of an explosive new field of knowledge, the people who are building it, and his own peculiar path in forging this new science.

    Simply by designing your product the right way, you can build a flourishing business from scratch. No advertising or marketing budget, no need for a sales force, and venture capitalists will flock to throw money at you. Many of the most successful Web 2.0 companies, including MySpace, YouTube, eBay, and rising stars like Twitter and Flickr, are prime examples of what journalist Adam L. Penenberg calls a "viral loop"--to use it, you have to spread it. After all, what's the sense of being on Facebook if none of your friends are? The result: Never before has there been the potential to create wealth this fast, on this scale, and starting with so little. In this game-changing must-read, Penenberg tells the fascinating story of the entrepreneurs who first harnessed the unprecedented potential of viral loops to create the successful online businesses--some worth billions of dollars--that we have all grown to rely on. The trick is that they created something people really want, so much so that their customers happily spread the word about their product for them. All kinds of businesses--from the smallest start-ups to nonprofit organizations to the biggest multinational corporations--can use the paradigm-busting power of viral loops to enable their business through technology. Viral Loop is a must-read for any entrepreneur or business interested in uncorking viral loops to benefit their bottom line.

    But the full impact of the crises we have recently faced will create far more problems, and unless you're prepared, you'll struggle to regain your financial footing.In The Great Reflation, author Tony Boeckh helps you understand how these crises, and the policies passed to jumpstart the economy, will play out for investments and business, and provides you with the tools to excel in today's rapidly evolving financial landscape. He reveals how similar episodes compare with the current crises and what this could mean for your financial future.Arms you with practical insights that will allow you to evaluate different investment options Explores the implications of the end of the private debt cycle, the possible rise of a new age of thrift, and the new government debt crisis Reveals how you can profit from once-in-a-lifetime opportunities as well as proper portfolio allocation strategies While things may never return to "normal," you can still make choices that will allow you to prosper. This book will show you how.

    . .Culture is not about bringing your dog to work, free lunches, unlimited vacation, or even casual Fridays. Culture is not a collection of personal preferences.Our thinking about culture has been kidnapped and polluted by the spectacular, attention-grabbing fads that 99 percent of organizations cannot implement. It is time to get beyond these "here today, gone tomorrow" illusions that foster entitlement, complacency, and mediocrity, so we can start implementing the timeless principles that are: The Culture Solution.The six foundational principles of a Dynamic Culture are universal and unchanging. In The Culture Solution, business consultant and New York Times bestselling author of The Dream Manager and Off Balance presents the six enduring principles of a Dynamic Culture in a way that is both intensely practical and inspiring. If you want to . . . grow your business; attract, grow, and retain top talent; learn the key to hiring in the 21st century; teach every person in your organization that they have a role to play in making the culture better today than it was yesterday . . . this book is for you and every person on your team.The thing is and it's quite simple, really everybody wants to belong to a Dynamic Culture. That's why today, more than ever before, organizations are searching for a Culture Solution. Too many books are written just for the leaders of an organization. Finally, we have a definitive and authoritative book about culture that everyone in your organization can and should read.Perhaps you don't believe it is possible to create a Dynamic Culture in your particular type of business. Prepare yourself to be convinced that the culture of any organization can be transformed using the six principles outlined in these pages.As an author, speaker, and consultant, Matthew Kelly has become a once-in-a-generation voice. He has an astounding ability to cut through the noise and deliver a message that is both timely and timeless and he does it in a way that will give you goosebumps, stop you dead in your tracks to reflect on ideas so profound that you simply cannot read on, and make you think he wrote this book just for you. This is what makes Kelly one of the most refreshing and authentic voices of our time. Once every twenty-five years or so a book comes along that completely redefines the way we think about work and the life of an organization. This is that book. Culture will be the most significant issue in business in the coming decades are you ready to create a Dynamic Culture?