It's not just a technical book or just a businessguide. Data is ubiquitous and it doesn't pay much attention toborders, so we've calibrated our coverage to follow it wherever itgoes.In the first edition of Big Data Now, the O'Reilly team tracked thebirth and early development of data tools and data science. Now, withthis second edition, we're seeing what happens when big data grows up:how it's being applied, where it's playing a role, and theconsequences -- good and bad alike -- of data's ascendance.We've organized the second edition of Big Data Now into five areas:Getting Up to Speed With Big Data -- Essential information on thestructures and definitions of big data.Big Data Tools, Techniques, and Strategies -- Expert guidance forturning big data theories into big data products.The Application of Big Data -- Examples of big data in action,including a look at the downside of data.What to Watch for in Big Data -- Thoughts on how big data will evolveand the role it will play across industries and domains.Big Data and Health Care -- A special section exploring thepossibilities that arise when data and health care come together.

    Federal Election Commission trust in our government has reached an all-time low. More than ever before, Americans believe that money buys results in Congress, and that business interests wield control over our legislature.With heartfelt urgency and a keen desire for righting wrongs, Harvard law professor Lawrence Lessig takes a clear-eyed look at how we arrived at this crisis: how fundamentally good people, with good intentions, have allowed our democracy to be co-opted by outside interests, and how this exploitation has become entrenched in the system. Rejecting simple labels and reductive logic-and instead using examples that resonate as powerfully on the Right as on the Left-Lessig seeks out the root causes of our situation. He plumbs the issues of campaign financing and corporate lobbying, revealing the human faces and follies that have allowed corruption to take such a foothold in our system. He puts the issues in terms that nonwonks can understand, using real-world analogies and real human stories. And ultimately he calls for widespread mobilization and a new Constitutional Convention, presenting achievable solutions for regaining control of our corrupted-but redeemable-representational system. In this way, Lessig plots a roadmap for returning our republic to its intended greatness. While America may be divided, Lessig vividly champions the idea that we can succeed if we accept that corruption is our common enemy and that we must find a way to fight against it. In REPUBLIC, LOST, he not only makes this need palpable and clear-he gives us the practical and intellectual tools to do something about it.

    It's about states, armies and corporations. It's about orders from on high. Even history "from below" is often about trade unions and workers' parties. But what if that's simply because hierarchical institutions create the archives that historians rely on? What if we are missing the informal, less well documented social networks that are the true sources of power and drivers of change?The 21st century has been hailed as the Age of Networks. However, in The Square and the Tower, Niall Ferguson argues that networks have always been with us, from the structure of the brain to the food chain, from the family tree to freemasonry. Throughout history, hierarchies housed in high towers have claimed to rule, but often real power has resided in the networks in the town square below. For it is networks that tend to innovate. And it is through networks that revolutionary ideas can contagiously spread. Just because conspiracy theorists like to fantasize about such networks doesn't mean they are not real.From the cults of ancient Rome to the dynasties of the Renaissance, from the founding fathers to Facebook, The Square and the Tower tells the story of the rise, fall and rise of networks, and shows how network theory--concepts such as clustering, degrees of separation, weak ties, contagions and phase transitions--can transform our understanding of both the past and the present.Just as The Ascent of Money put Wall Street into historical perspective, so The Square and the Tower does the same for Silicon Valley. And it offers a bold prediction about which hierarchies will withstand this latest wave of network disruption--and which will be toppled.

    It has created a new, unprecedented cultural space that we are all a part of—even if we don’t participate, that is how we participate—but by which we’re continually surprised, betrayed, enriched, befuddled. We have churned through platforms and technologies and in turn been churned by them. And yet, the internet is us and always has been.In Lurking, Joanne McNeil digs deep and identifies the primary (if sometimes contradictory) concerns of people online: searching, safety, privacy, identity, community, anonymity, and visibility. She charts what it is that brought people online and what keeps us here even as the social equations of digital life—what we’re made to trade, knowingly or otherwise, for the benefits of the internet—have shifted radically beneath us. It is a story we are accustomed to hearing as tales of entrepreneurs and visionaries and dynamic and powerful corporations, but there is a more profound, intimate story that hasn’t yet been told.Long one of the most incisive, ferociously intelligent, and widely respected cultural critics online, McNeil here establishes a singular vision of who we are now, tells the stories of how we became us, and helps us start to figure out what we do now.

    From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives.Celebrated feminist advocate Caroline Criado Perez investigates the shocking root cause of gender inequality and research in Invisible Women​, diving into women’s lives at home, the workplace, the public square, the doctor’s office, and more. Built on hundreds of studies in the US, the UK, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, unforgettable exposé that will change the way you look at the world.

    In A Generation of Sociopaths, Gibney examines the disastrous policies of the most powerful generation in modern history, showing how the Boomers ruthlessly enriched themselves at the expense of future generations.Acting without empathy, prudence, or respect for facts--acting, in other words, as sociopaths--the Boomers turned American dynamism into stagnation, inequality, and bipartisan fiasco. The Boomers have set a time bomb for the 2030s, when damage to Social Security, public finances, and the environment will become catastrophic and possibly irreversible--and when, not coincidentally, Boomers will be dying off. Gibney argues that younger generations have a fleeting window to hold the Boomers accountable and begin restoring America.

    He then jets forward to the nineteenth century, where systems we can easily recognize as modern bureaucracies come into being. In some areas of life—like with the modern postal systems of Germany and France—these bureaucracies have brought tremendous efficiencies to modern life. But Graeber argues that there is a much darker side to modern bureaucracy that is rarely ever discussed. Indeed, in our own “utopia of rules,” freedom and technological innovation are often the casualties of systems that we only faintly understand.Provocative and timely, the book is a powerful look and history of bureaucracy over the ages and its power in shaping the world of ideas.

    What do you have to lose? This question, posed by then-presidential candidate Donald Trump to potential black voters, was mocked and dismissed by the mainstream media. But for Candace Owens and many others, it was a wake-up call. A staunch Democrat for all of her life, she began to question the left’s policies toward black Americans, and investigate the harm they inflict on the community. In Blackout, social media star and conservative commentator Owens addresses the many ways that liberal policies and ideals are actually harmful to African Americans and hinder their ability to rise above poverty, live independent and successful lives, and be an active part of the American Dream. Weaving in her personal story that brought her from the projects to 1600 Pennsylvania Avenue, she demonstrates how she overcame her setbacks and challenges despite the cultural expectation that she should embrace a victim mentality. Owens argues that government assistance is a double-edged sword, that the left dismisses the faith so important to the black community, that Democratic permissiveness toward abortion disproportionately affects the black babies, that the #MeToo movement hurts black men, and much more. Well-researched and intelligently argued, Blackout lays bare the myth that all black people should vote Democrat—and shows why turning to the right will leave them happier, more successful, and more self-sufficient.

    secretary of stateA Fascist, observes Madeleine Albright, “is someone who claims to speak for a whole nation or group, is utterly unconcerned with the rights of others, and is willing to use violence and whatever other means are necessary to achieve the goals he or she might have.” The twentieth century was defined by the clash between democracy and Fascism, a struggle that created uncertainty about the survival of human freedom and left millions dead. Given the horrors of that experience, one might expect the world to reject the spiritual successors to Hitler and Mussolini should they arise in our era. In Fascism: A Warning, Madeleine Albright draws on her experiences as a child in war-torn Europe and her distinguished career as a diplomat to question that assumption.Fascism, as she shows, not only endured through the twentieth century but now presents a more virulent threat to peace and justice than at any time since the end of World War II.  The momentum toward democracy that swept the world when the Berlin Wall fell has gone into reverse.  The United States, which historically championed the free world, is led by a president who exacerbates division and heaps scorn on democratic institutions.  In many countries, economic, technological, and cultural factors are weakening the political center and empowering the extremes of right and left.  Contemporary leaders such as Vladimir Putin and Kim Jong-un are employing many of the tactics used by Fascists in the 1920s and 30s.Fascism: A Warning is a book for our times that is relevant to all times.  Written  by someone who has not only studied history but helped to shape it, this call to arms teaches us the lessons we must understand and the questions we must answer if we are to save ourselves from repeating the tragic errors of the past.

    Lawmakers have tried to amend or abolish it more than 700 times. To this day, millions of voters, and even members of Congress, misunderstand how it works. It deepens our national divide and distorts the core democratic principles of political equality and majority rule. How can we tolerate the Electoral College when every vote does not count the same, and the candidate who gets the most votes can lose?Twice in the last five elections, the Electoral College has overridden the popular vote, calling the integrity of the entire system into question—and creating a false picture of a country divided into bright red and blue blocks when in fact we are purple from coast to coast. Even when the popular-vote winner becomes president, tens of millions of Americans—Republicans and Democrats alike—find that their votes didn't matter. And, with statewide winner-take-all rules, only a handful of battleground states ultimately decide who will become president.Now, as political passions reach a boiling point at the dawn of the 2020 race, the message from the American people is clear: The way we vote for the only official whose job it is to represent all Americans is neither fair nor just. Major reform is needed—now. Isn't it time to let the people pick the president?In this thoroughly researched and engaging call to arms, Supreme Court journalist and New York Times editorial board member Jesse Wegman draws upon the history of the founding era, as well as information gleaned from campaign managers, field directors, and other officials from twenty-first-century Democratic and Republican presidential campaigns, to make a powerful case for abolishing the antiquated and antidemocratic Electoral College. In Let the People Pick the President he shows how we can at long last make every vote in the United States count—and restore belief in our democratic system.

    Owens launched the Blexit movement to encourage black voters to leave the Democrat plantation.Today, the mainstream media calls her a white nationalist, even though she is the black granddaughter of a Southern sharecropper. Some conservatives, on the other hand, believe she will one day be President.In this biography, Richard West provides Candace Owens’ life story, showing how she evolved from a victim-mentality liberal to a victor-mentality conservative. She went from being “a girl who started with nothing” to a true American success.

    In this funny, fast-paced, razor-sharp, well-reasoned, and supremely savvy critique of the state of our union under the disastrous reign of Barack Obama, bestselling author, Fox News contributor, syndicated columnist, and popular radio host Monica Crowley asks (and answers) the pressing question: What the @$%& has happened to America? “The Happy Warrior’s Guide to the Great American Comeback,” What the (Bleep) Just Happened? doesn’t simply bemoan the trashing of the American economy and the intentional firebombing of America’s international prestige, it offers inspiration and a positive message to conservatives and concerned Americans everywhere that the way to fight back and win is with principle, conviction…and a wicked sense of humor.

    Congress was divided over how the Union should be reunited: when and how the secessionist South should regain full status, whether former Confederates should be punished, and when and whether black men should be given the vote. Devastated by war and resorting to violence, many white Southerners hoped to restore a pre-Civil War society, just without slavery, and the pugnacious Andrew Johnson, who was no Lincoln, seemed to share their goals. With the unchecked power of executive orders, Johnson ignored Congress, pardoned rebel leaders, promoted white supremacy, opposed civil rights, and called Reconstruction unnecessary. Congress had to stop the American president who acted like a king.With her extensive research and profound insights, Brenda Wineapple dramatically restores this pivotal period in American history, when the country, on the heels of a brutal war, was rocked by the first-ever impeachment of a sitting American president. And she brings to vivid life the extraordinary characters who brought that impeachment forward: the willful Johnson and his retinue of advocates--including complicated men like Secretary of State William Seward--as well as the equally complicated visionaries committed to justice and equality for all, like Thaddeus Stevens, Charles Sumner, Frederick Douglass, and Ulysses S. Grant. Theirs was a last-ditch, patriotic, and Constitutional effort to render the goals of the Civil War into reality and to make the Union free, fair, and whole.

    An incisive observer, writer, and participant in today’s social movements, Zeynep Tufekci explains in this accessible and compelling book the nuanced trajectories of modern protests—how they form, how they operate differently from past protests, and why they have difficulty persisting in their long-term quests for change.   Tufekci speaks from direct experience, combining on-the-ground interviews with insightful analysis. She describes how the internet helped the Zapatista uprisings in Mexico, the necessity of remote Twitter users to organize medical supplies during Arab Spring, the refusal to use bullhorns in the Occupy Movement that started in New York, and the empowering effect of tear gas in Istanbul’s Gezi Park. These details from life inside social movements complete a moving investigation of authority, technology, and culture—and offer essential insights into the future of governance.From New York Times opinion columnist Zeynep Tufekci, an firsthand account and incisive analysis of the role of social media in modern protest“[Tufekci’s] personal experience in the squares and streets, melded with her scholarly insights on technology and communication platforms, makes [this] such an unusual and illuminating work.”—Carlos Lozada, Washington Post “Twitter and Tear Gas is packed with evidence on how social media has changed social movements, based on rigorous research and placed in historical context.”—Hannah Kuchler, Financial Times

    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.