With The Data Journalism Handbook, you’ll explore the potential, limits, and applied uses of this new and fascinating field.This valuable handbook has attracted scores of contributors since the European Journalism Centre and the Open Knowledge Foundation launched the project at MozFest 2011. Through a collection of tips and techniques from leading journalists, professors, software developers, and data analysts, you’ll learn how data can be either the source of data journalism or a tool with which the story is told—or both.Examine the use of data journalism at the BBC, the Chicago Tribune, the Guardian, and other news organizationsExplore in-depth case studies on elections, riots, school performance, and corruptionLearn how to find data from the Web, through freedom of information laws, and by "crowd sourcing"Extract information from raw data with tips for working with numbers and statistics and using data visualizationDeliver data through infographics, news apps, open data platforms, and download links

    A New York Times Notable Book of the Year in Hyperion hardcover.

    With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    This title enables students to grasp key sociological concepts and learn the useful lesson that there is much that goes on in the social world that escapes the sociologically untrained eye.

    A reference book that reads like a magazine, the Almanac contains “everything under the Sun, including the Moon”—facts, feature articles, and advice that are “useful, with a pleasant degree of humor.”   The 2013 edition, which marks the publication’s 221st anniversary, will feature     • weather predictions for every day and climatic trends for each season, plus hints of how a low sunspot cycle could influence conditions in the coming years     • the most accurate astronomical data in the solar system, with best-viewing recommendations for every month     • safe and easy home remedies for each season’s most common—and uncomfortable—aches and ailments     • fail-safe gardening tips to ensure a hefty harvest, ideas for using vegetable plants as ornamentals, plus gardening by the Moon     • delicious recipes for homebaked cakes, cookies, and pies; plus readers’ best bacon dishes     • amusing and enlightening articles on raising children, kisses, and why pets bite (and how to stop them)and much, much more!   Added value this year:     • 80 full-color pages     • full-color national weather maps of winter and summer forecasts

    That is why a typical investor loses more than one million dollars in his/her investing career (see pages 172-175). The GOOD news is that you can smile now because finally there is a simple solution. Robert Rolih will share with you the details and secret subtleties that will enable you to fire your financial adviser, take control of your money and investments and outperform the pros - while spending only a few hours per year. By reading The Million Dollar Decision, you'll finally discover how to make sure your invested money works for you - and not for the financial industry: The Six Dark Forces of Investing: if you don't learn what these forces are, you will never be able to invest profitably. Get to know them, and Darth Vader will seem like a good guy to you. The Commission Camouflage Effect: learn how the financial industry takes most of your future returns - without you even being aware of it. The most important formula of your financial life: Financial Success Formula. This is an entirely new philosophy on personal finance and investing that will, quite literally, save you financially. If you have adult children, you will want to share it with them right away. Financial safety with the A.R.M.O.R. Formula: even if you are the kindest and most positive person, something unforeseen can happen that turns everything around. Use this simple formula to prevent financial disasters from disrupting your financial security. Selecting the right financial products and minimizing risk: stocks, bonds, mutual funds, index funds, gold, silver. Get a clear answer on how to make the right choices. Investing for retirement or to grow your wealth simply can't get easier! How to beat Richard Branson's speed of creating wealth with one smart move? No hype. Just facts. This will come as a total surprise for you. Short-Term Investing Slaughterhouse: learn the sad truth about short-term trading. If you are thinking about trading stocks, Forex, binary options and other instruments, this chapter will be a life saver. How to get out of the rigged game of investing and add a million to your net worth in just a couple of hours per year? By reading this book you'll have total confidence in yourself when investing and outperform even the experts in just a couple of hours per year. Add this book to cart now and make your Million Dollar Decision! "Being a doctor of medicine I have never enjoyed books about personal finance and investing.

    However, most discussions of Bayesian inference rely on intensely complex mathematical analyses and artificial examples, making it inaccessible to anyone without a strong mathematical background. Now, though, Cameron Davidson-Pilon introduces Bayesian inference from a computational perspective, bridging theory to practice-freeing you to get results using computing power. Bayesian Methods for Hackers illuminates Bayesian inference through probabilistic programming with the powerful PyMC language and the closely related Python tools NumPy, SciPy, and Matplotlib. Using this approach, you can reach effective solutions in small increments, without extensive mathematical intervention. Davidson-Pilon begins by introducing the concepts underlying Bayesian inference, comparing it with other techniques and guiding you through building and training your first Bayesian model. Next, he introduces PyMC through a series of detailed examples and intuitive explanations that have been refined after extensive user feedback. You'll learn how to use the Markov Chain Monte Carlo algorithm, choose appropriate sample sizes and priors, work with loss functions, and apply Bayesian inference in domains ranging from finance to marketing. Once you've mastered these techniques, you'll constantly turn to this guide for the working PyMC code you need to jumpstart future projects. Coverage includes - Learning the Bayesian "state of mind" and its practical implications - Understanding how computers perform Bayesian inference - Using the PyMC Python library to program Bayesian analyses - Building and debugging models with PyMC - Testing your model's "goodness of fit" - Opening the "black box" of the Markov Chain Monte Carlo algorithm to see how and why it works - Leveraging the power of the "Law of Large Numbers" - Mastering key concepts, such as clustering, convergence, autocorrelation, and thinning - Using loss functions to measure an estimate's weaknesses based on your goals and desired outcomes - Selecting appropriate priors and understanding how their influence changes with dataset size - Overcoming the "exploration versus exploitation" dilemma: deciding when "pretty good" is good enough - Using Bayesian inference to improve A/B testing - Solving data science problems when only small amounts of data are available Cameron Davidson-Pilon has worked in many areas of applied mathematics, from the evolutionary dynamics of genes and diseases to stochastic modeling of financial prices. His contributions to the open source community include lifelines, an implementation of survival analysis in Python. Educated at the University of Waterloo and at the Independent University of Moscow, he currently works with the online commerce leader Shopify.

    The contrast could not have been greater - as Lance Armstrong, a fraudster backed by many corporate sponsors and feted by presidents, was about to deliver a stage-managed confession to Oprah, so a young woman from a small village in Wales took aim.      She too had been a cyclist, the only rider ever to have become World and Olympic champion in the same year, and the first British cyclist to have been ranked World No.1, but as a woman in a man's sport, her exploits gained little recognition and brought no riches. She too had ridden through this dark period for the sport when drug-taking was everywhere. Nicole Cooke spoke up for those who had taken a very different path to Lance and his team-mates.      In her frank and outspoken autobiography, Cooke reveals the real story behind British cycling's rise to global dominance. With a child's dreams of success, she left home at 18 to pursue her goals in Italy. Broken contracts, unpaid wages, a horrendous injury and drugs cheats were just some of the challenges she faced, even before she lined up to take on her opponents. The Breakaway is a book that will not only inspire all those who read it, but which also asks some serious questions about the way society regards women's sport.

    Here is a truly joyful and inspiring story of a woman achieving success on her own terms, in her own way. And now she is sharing her life, for the very first time, with us. Now I Can Dance is an uplifting story of love, family, laughter, determination and - of course - song.

    Having spent 10 years scaling the lower echelons of the sport, the time has come for Martyn Brunt, one of Britain's least successful athletes, to reveal all about how he got involved in all this nonsense in the first place.

    From shiny London St. Pancras, Tom travels to places that wouldn't be featured on a standard holiday wish-list, and discovers the hidden delights of mysterious Luxembourg, super-trendy Rotterdam, and much-maligned Frankfurt. It's 186 mph all the way—well, apart from a power cut in the Channel Tunnel on the way to Antwerp.

    What's new in the Second Edition? 1. Fully compliant with the latest version of SPSS version 12 2. More coverage of advanced statistics including completely new coverage of non-parametric statistics. The book is 50 per cent longer than the First Edition. 3. Each section of each chapter now has a notation - 1,2 or 3 - referring to the intended level of study. This helps students navigate their way through the book and makes it user-friendly for students of ALL levels. 4. Has a 'how to use this book' section at the start of the text. 5. Characters in each chapter have defined roles - summarizing key points, to pose questions etc 6. Each chapter now has several examples for students to work through. Answers provided on the enclosed CD-ROM

    for Girls, Vargas and Rosado now reveal the other face of the coin: Qui?bole with... for Guys. Adolescence is a complicated stage of life in which, overnight and without warning, you are faced with uncertainties of all kinds. Here, guys will find the answer to all the questions that keep you up at night, from the physical to the mental changes.

    In this single, from n+1 (Issue 12), Kent Russell gives a remarkable (and very funny) report on the festival and a sympathetic account of the situation of the white poor in the US.

    He died in HMP Maghaberry, Northern Ireland, in January 2016, aged sixty-eight, unmourned, and entirely unrepentant of his repellent crimes.These bald facts, horrific as they are, do not begin to scratch the surface of the truth about Robert Black, a Scottish-born serial killer who undoubtedly committed further murders for which he was never tried, both in this country and on the Continent. In this ground-breaking account, Robert Giles, who has spent years tracing the killer’s movements and sifting through all the evidence, including transcripts of the trials, convincingly argues that Black was an habitual serial killer over many years, and quite certainly responsible for more than the four child murders for which he was convicted.Co-written with Chris Clark, a former police intelligence officer whose tireless work into the Yorkshire Ripper produced convincing new evidence of other murders that went unnoticed or unrecorded, The Face of Evil shows once and for all that Robert Black was a serial killer whose crimes went far beyond what is generally believed. In doing so, it paints a portrait of human cruelty at its worst.