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.

    It is physically, mentally, and emotionally draining to continue to experience inequities and even atrocities, day after day, when justice is a God-given and legislated right. And it is exhausting to have to constantly explain this to white people, even--and especially--well-meaning white people, who fall prey to white fragility and too often are unwittingly complicit in upholding the very systems they say they want dismantled.This book, designed to illuminate the myriad dire consequences of living while Black, came at the urging of Winters's Black friends and colleagues. Winters describes how in every aspect of life--from economics to education, work, criminal justice, and, very importantly, health outcomes--for the most part, the trajectory for Black people is not improving. It is paradoxical that, with all the attention focused over the last fifty years on social justice and diversity and inclusion, little progress has been made in actualizing the vision of an equitable society.Black people are quite literally sick and tired of being sick and tired. Winters writes that my hope for this book is that it will provide a comprehensive summary of the consequences of Black fatigue, and awaken activism in those who care about equity and justice--those who care that intergenerational fatigue is tearing at the very core of a whole race of people who are simply asking for what they deserve.Reading group discussion guide available.

    It seems as though a growing group women entrepreneurs all around the world has discovered the secret to success and happiness in both their lives and careers. It's almost as though there is a hidden, underground world of power playing females who have all cracked a magical code: they think positively, they support one another, and they truly believe they can have it all -and you can, too. There is something dynamic that happens when women genuinely show up for each other. When we lose the facades, when we cut the bullsh*t, and when we truly have each others backs. When we stop pretending everything is perfect, and we show the messy, beautiful parts of ourselves and our work that all look awfully similar. When we talk about our fears, our missteps, and our breakdowns. And most importantly, when we share our celebrations, our breakthroughs, and dish on what works. There is no reason to hoard information, connections, or insight. Wisdom is meant to be shared, so let's start sharing what we've learned to make each other better. Let's start building each other up. Let's live up to our potential and start ruling the world. GIRL CODE is a roadmap for female entrepreneurs, professional women, "side hustlers" (those with a day job who are building a business on the side), and anyone in between who wants to become a better woman. This book will not teach you how to build a multimillion dollar business. It won't teach you about systems or operational processes. But it will teach you how to build confidence in yourself, reconnect with your "why," eradicate jealousy, and ultimately learn the power of connection. Because at the end of the day, that's what life and business is all about.

    To help us understand the plight of vulnerable communities, he examines the effects of unfettered capitalism, mass incarceration, and political power while urging us to consider a new world in which everyone has a chance to become somebody.Heralded as an essential text for our times, Marc Lamont Hill’s galvanizing work embodies the best traditions of scholarship, journalism, and storytelling to lift unheard voices and to address the necessary question, “how did we get here?"Named a Best Book of the Year by Kirkus Reviews A New York Times Editor’s Choice Nautilus Award Winner “A worthy and necessary addition to the contemporary canon of civil rights literature.” —The New York Times From one of the leading voices on civil rights in America, a thoughtful and urgent analysis of recent headline-making police brutality cases and the systems and policies that enabled them.

    This is your WAKE UP CALL; a dramatically sobering reality check to wake you up from the detrimental denial of your White Privilege. Antagonists, Advocates and Allies delivers uncomfortable truths and painful realities about the conscious and unintentional pain you have inflicted on Black women, women of color and shares how you must use your power to eliminate racism and stop the hypocrisy within the feminine movement. The “American Feminist” movement is exclusive; it was created by White women, for White women and it caters to White women. Racism and White Privilege, the bedrock of American feminism; must be aggressively broken down and rebuilt with deliberate inclusion and conscious honoring of Black women, women of color.Antagonists, Advocates and Allies boldly beckons White women to come from behind their White Picket Fence, enter the classroom of “Living While Black and Brown 101”, take a seat, don’t talk, listen and finally hear what you’ve failed to hear for centuries. The elimination of racism starts and ends with you. It’s time to roll up your sleeves and get to work.

    Harriet Lerner, in her renowned classic that has transformed the lives of millions of readers. While anger deserves our attention and respect, women still learn to silence our anger, to deny it entirely, or to vent it in a way that leaves us feeling helpless and powerless. In this engaging and eminently wise book, Dr. Lerner teaches women to identify the true sources of our anger and to use anger as a powerful vehicle for creating lasting change.

    Lewis is a full-time "language hacker," someone who devotes all of his time to finding better, faster, and more efficient ways to learn languages. Fluent in 3 Months: How Anyone at Any Age Can Learn to Speak Any Language from Anywhere in the World is a new blueprint for fast language learning. Lewis argues that you don't need a great memory or "the language gene" to learn a language quickly, and debunks a number of long-held beliefs, such as adults not being as good of language learners as children.

    Through the stories and experiences of eight successful teacher-transmitters, The Dreamkeepers keeps hope alive for educating young African Americans. --ReverAnd Jesse L. Jackson, president and founder, National Rainbow Coalition In this beautifully written book Ladson-Billings illustrates the inspiring influence of a select group of teachers who keep the dreams alive for African American students. ?Henry M. Levin, David Jacks professor of Higher Education, Stanford University Ladson-Billing's portraits, interwoven with personal reflections, challenge readers to envision intellectually rigorous and culturally relevant classrooms that have the power to improve the lives of not just African American students but all children.

    Why we do it, when we do it, and how to stop doing it—for good.Coexisting but conflicting needs create self-sabotaging behaviors. This is why we resist efforts to change, often until they feel completely futile. But by extracting crucial insight from our most damaging habits, building emotional intelligence by better understanding our brains and bodies, releasing past experiences at a cellular level, and learning to act as our highest potential future selves, we can step out of our own way and into our potential.For centuries, the mountain has been used as a metaphor for the big challenges we face, especially ones that seem impossible to overcome. To scale our mountains, we actually have to do the deep internal work of excavating trauma, building resilience, and adjusting how we show up for the climb.In the end, it is not the mountain we master, but ourselves.

    However, the consequences of this widely accepted approach to child-rearing are far-reaching and seldom discussed. Dr. Stacey Patton's extensive research suggests that corporal punishment is a crucial factor in explaining why black folks are subject to disproportionately higher rates of school suspensions and expulsions, criminal prosecutions, improper mental health diagnoses, child abuse cases, and foster care placements, which too often funnel abused and traumatized children into the prison system.Weaving together race, religion, history, popular culture, science, policing, psychology, and personal testimonies, Dr. Patton connects what happens at home to what happens in the streets in a way that is thought-provoking, unforgettable, and deeply sobering. Spare the Kids is not just a book. It is part of a growing national movement to provide positive, nonviolent discipline practices to those rearing, teaching, and caring for children of color.

    Judith Orloff. "But for empaths it goes much further. We actually feel others' emotions, energy, and physical symptoms in our own bodies, without the usual defenses that most people have." The Empath's Survival Guide is an invaluable resource for empaths and anyone who wants to nurture their empathy and develop coping skills in our high-stimulus world--while fully embracing their gifts of intuition, compassion, creativity, and spiritual connection.This practical, empowering, and loving book was created to support empaths through their unique challenges and help loved ones better understand the empath's needs and gifts. Dr. Orloff offers crucial practices, including:- Exercises to help you identify your empath type and where you are on the empathy spectrum - Tools for protecting yourself from sensory overload, exhaustion, addictions, and compassion fatigue while replenishing your vital energy - Simple, effective strategies to stop absorbing stress and physical symptoms from others and protect yourself from narcissists and other energy vampires - How to find the right work that feeds you - How to navigate intimate relationships without feeling overwhelmed - Guidance for parenting and raising empathic children - Awakening the empath's gift of intuition and deepening your spiritual connection to all living beingsFor any sensitive person who's been told to "grow a thick skin," here is a lifelong guide for staying fully open while building resilience, exploring your gifts of depth and compassion, and feeling welcome and valued by a world that desperately needs what you have to offer.

    This refreshingly sensible book teaches how to replace depressive patterns of thinking, relating, and behaving with a new and more effective set of skills.

    The book shows the breadth and depth of the phenomenon within institutions such as education, employment, housing, criminal justice, and healthcare. By critically assessing the magnitude of racial privilege and its enormous costs, Wise provides a rich memoir that will inspire activists, educators, or anyone interested in understanding the way that race continues to shape the experiences of people in the U.S. Using stories instead of stale statistics, Wise weaves a narrative that is at once readable and scholarly, analytical and accessible.

    One-tenth of that amount will lower IQ.Nearly two out of every five African-American homes in Baltimore are plagued by lead-based paint. Almost all of the 37,500 Baltimore children who suffered lead poisoning from 2003 to 2015 were African-American.From injuries caused by lead poisoning to the devastating effects of atmospheric pollution, infectious disease, and industrial waste, Americans of color are harmed by environmental hazards in staggeringly disproportionate numbers. This systemic onslaught of toxic exposure and institutional negligence causes irreparable physical harm to millions of people across the country--cutting lives tragically short and needlessly burdening the health care system. But these deadly environments create another insidious and often overlooked consequence: robbing communities of color, and America as a whole, of intellectual power.The 1994 publication of The Bell Curve and its controversial thesis, catapulted the topic of genetic racial differences in IQ to the forefront of a renewed and heated debate. Now, in A Terrible Thing to Waste, award-winning science writer Harriet A. Washington adds her incisive analysis to the fray, arguing that IQ is a biased and flawed metric, but that it is useful for tracking cognitive damage. She tears apart the spurious notion of intelligence as an inherited trait, using copious data that instead point to a different cause of the reported African American-white IQ gap: environmental racism--a confluence of racism and other institutional factors that relegate marginalized communities to living and working near sites of toxic waste, pollution, and insufficient sanitation services. She investigates heavy metals, neuro-toxins, deficient prenatal care, bad nutrition, and even pathogens as chief agents influencing intelligence to explain why communities of color are disproportionately affected--and what can be done to remedy this devastating problem.Featuring extensive scientific research and Washington's sharp, lively reporting, A Terrible Thing to Waste is sure to outrage, transform the conversation, and inspire debate.

    Anxiety. Chronic Pain. Phobias. Obsessive thoughts. The evidence is compelling: the roots of these difficulties may not reside in our immediate life experience or in chemical imbalances in our brains—but in the lives of our parents, grandparents, and even great-grandparents. The latest scientific research, now making headlines, supports what many have long intuited—that traumatic experience can be passed down through generations. It Didn’t Start with You builds on the work of leading experts in post-traumatic stress, including Mount Sinai School of Medicine neuroscientist Rachel Yehuda and psychiatrist Bessel van der Kolk, author of The Body Keeps the Score. Even if the person who suffered the original trauma has died, or the story has been forgotten or silenced, memory and feelings can live on. These emotional legacies are often hidden, encoded in everything from gene expression to everyday language, and they play a far greater role in our emotional and physical health than has ever before been understood.   As a pioneer in the field of inherited family trauma, Mark Wolynn has worked with individuals and groups on a therapeutic level for over twenty years. It Didn’t Start with You offers a pragmatic and prescriptive guide to his method, the Core Language Approach. Diagnostic self-inventories provide a way to uncover the fears and anxieties conveyed through everyday words, behaviors, and physical symptoms. Techniques for developing a genogram or extended family tree create a map of experiences going back through the generations. And visualization, active imagination, and direct dialogue create pathways to reconnection, integration, and reclaiming life and health. It Didn’t Start With You is a transformative approach to resolving longstanding difficulties that in many cases, traditional therapy, drugs, or other interventions have not had the capacity to touch.