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.

    From biblical plagues, to the AIDS crisis, to supergerms of the future, this updated and revised edition of the original covers the whole gamut of diseases that have threatened humanity since its origins.It also includes a new chapter on the history of bioterrorism and the deplorable role it has played and is likely to play in the phenomenal diversity of diseases.

    Their choices are limited by mountains, rivers, seas, and concrete. To understand world events, news organizations and other authorities often focus on people, ideas, and political movements, but without geography, we never have the full picture. Now, in the relevant and timely Prisoners of Geography, seasoned journalist Tim Marshall examines Russia, China, the USA, Latin America, the Middle East, Africa, Europe, Japan and Korea, and Greenland and the Arctic—their weather, seas, mountains, rivers, deserts, and borders—to provide a context often missing from our political reportage: how the physical characteristics of these countries affect their strengths and vulnerabilities and the decisions made by their leaders.In ten, up-to-date maps of each region, Marshall explains in clear and engaging prose the complex geo-political strategies of these key parts of the globe. What does it mean that Russia must have a navy, but also has frozen ports six months a year? How does this affect Putin’s treatment of Ukraine? How is China’s future constrained by its geography? Why will Europe never be united? Why will America never be invaded? Shining a light on the unavoidable physical realities that shape all of our aspirations and endeavors, Prisoners of Geography is the critical guide to one of the major (and most often overlooked) determining factors in world history.

    Every month, the women would huddle in a friend’s apartment to share sexist job frustrations and trade tips for how best to tackle them. Once upon a time, you might have called them a consciousness-raising group. But the problems of today’s working world are more subtle, less pronounced, harder to identify—and, if Ellen Pao is any indication, harder to prove—than those of their foremothers. These women weren’t just there to vent. They needed battle tactics. And so the fight club was born.Hard-hitting and entertaining, Feminist Fight Club blends personal stories with research, statistics, infographics, and no-bullsh*t expert advice. Bennett offers a new vocabulary for the sexist workplace archetypes women encounter everyday—such as the Manterrupter who talks over female colleagues in meetings or the Himitator who appropriates their ideas—and provides practical hacks for navigating other gender landmines in today’s working world. With original illustrations, Feminist Mad Libs, a Negotiation Cheat Sheet, as well as fascinating historical research and a kit for “How to Start Your Own Club,” Feminist Fight Club tackles both the external (sexist) and internal (self-sabotaging) behaviors that plague today’s women—as well as the system that perpetuates them.

    So what if you haven't found The One just yet. Surely he'll come along, right? But what if he doesn't? Or even worse, what if he already has, but you just didn't realize it? Suddenly finding herself forty and single, Lori Gottlieb said the unthinkable in her March 2008 article in "The Atlantic" Maybe she and single women everywhere, needed to stop chasing the elusive Prince Charming and instead go for Mr. Good Enough. Looking at her friends' happy marriages to good enough guys who happen to be excellent husbands and fathers, Gottlieb declared it time to reevaluate what we really need in a partner. Her ideas created a firestorm of controversy from outlets like the "Today" show to "The Washington Post," which wrote, "Given the perennial shortage of perfect men, Gottlieb's probably got a point," to "Newsweek" and NPR, which declared, "Lori Gottlieb didn't want to take her mother's advice to be less picky, but now that she's turned forty, she wonders if her mother is right." Women all over the world were talking. But while many people agreed that they should have more realistic expectations, what did that actually mean out in the real world, where Gottlieb and women like her were inexorably drawn to their "type"? That's where "Marry Him" comes in. By looking at everything from culture to biology, in "Marry Him" Gottlieb frankly explores the dilemma that so many women today seem to face--how to reconcile the strong desire for a husband and family with a list of must-haves so long and complicated that many great guys get rejected out of the gate. Here Gottlieb shares her own journey in the quest for romantic fulfillment, and in the process gets wise guidance and surprising insights from marital researchers, matchmakers, dating coaches, behavioral economists, neuropsychologists, sociologists, couples therapists, divorce lawyers, and clergy--as well as single and married men and women, ranging in age from their twenties to their sixties. "Marry Him" is an eye-opening, often funny, sometimes painful, and always truthful in-depth examination of the modern dating landscape, and ultimately, a provocative wake-up call about getting real about Mr. Right.

    Now you can harness the power of your inborn psychic awareness.In his lifetime, American visionary Edgar Cayce introduced thousands to the wonders of psychic awareness. Now his carefully preserved writings are illuminated by well-known psychologist Henry Reed, Ph.D. In the words and spirit of Edgar Cayce, this guide will give you the knowledge you need to build a foundation for ESP and unlock the secrets of heightened awareness, including:-Psychic sensitivity-a natural part of perception-Exercises to develop your psychic intuition-Experimenting with clairvoyance, telepathic suggestion, and open channeling-Meditation and recognizing the patterns that can change your life

    We'll walk you through the key steps for every part of the process, and while it may seem repetitive at times, we want to make sure you have exactly the information you need, when you need it.And don't forget — this is a process! Publishing on Kindle is easy and takes only 5 minutes of your time — but correctly preparing your book for success on Kindle takes time and effort. Don't worry; if you follow the steps we outline here, you should feel confident you'll end up with a successfully designed and formatted book and one you will be proud to see for sale on Amazon.

    A Backyard-Gardener's Guide to Growing a Bountiful, Great-Tasting Harvest The Complete Vegetable & Herb Gardener features:A full-color encyclopedia of over 100 vegetables and herbs with detailed, expert advice on growing them successfully from planting to harvest Planting and growing techniques that keep maintenance to a minimum Entries on how to grow unusual edibles, such as refreshing mesclun for salads, colorful edible flowers, spicy mustards, and more Descriptions and photos of a host of succulent vegetables, both hybrids and heirlooms, from common to exotic Complete information on improving even the poorest garden soil using safe, organic techniques, plus practical advice on making compost Recommendations on garden tools you need-and those you don't Information on controlling pests and diseases organically, without resorting to poisonous sprays Spectacular full-color photographs of vegetables and herbs, food gardens, and edible landscapes, plus 30 black-and-white line drawings