You’ll learn how to combine social web data, analysis techniques, and visualization to find what you’ve been looking for in the social haystack—as well as useful information you didn’t know existed.Each standalone chapter introduces techniques for mining data in different areas of the social Web, including blogs and email. All you need to get started is a programming background and a willingness to learn basic Python tools.Get a straightforward synopsis of the social web landscapeUse adaptable scripts on GitHub to harvest data from social network APIs such as Twitter, Facebook, LinkedIn, and Google+Learn how to employ easy-to-use Python tools to slice and dice the data you collectExplore social connections in microformats with the XHTML Friends NetworkApply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detectionBuild interactive visualizations with web technologies based upon HTML5 and JavaScript toolkits"A rich, compact, useful, practical introduction to a galaxy of tools, techniques, and theories for exploring structured and unstructured data." --Alex Martelli, Senior Staff Engineer, Google

    This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way. You’ll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

    Ideal for introducing the novice researcher to the theory and practice of qualitative research, this text opens students to the diverse possibilities within this inquiry approach, while helping them understand how to design and implement specific research methods. The author's accessible writing style, the wealth of examples, and the numerous exercises provide opportunities for practicing and refining the skills of becoming a qualitative researcher. The new edition focuses on the development of research proposals (Ch. 2); the history and concerns of institutional review boards (IRBs) and issues qualitative researchers sometimes confront when submitting proposals (Ch. 6); greater information and examples on coding and thematic analysis, while also introducing other approaches to data analysis (Ch. 7); and arts based research through a chapter that encourages consideration of creative ways to approach and represent inquiry (Ch. 9). Chapter 10 looks at sharing research results through participation at conferences and in publications.

    Thoroughly updated, this accessible introduction to the methods of ethnographic fieldwork reconsiders the status of ethnography and places it quite explicitly in a general methodological context.

    Founded on Jacques Bertin’s practical experience as a cartographer, Part One of this work is an unprecedented attempt to synthesize principles of graphic communication with the logic of standard rules applied to writing and topography. Part Two brings Bertin’s theory to life, presenting a close study of graphic techniques including shape, orientation, color, texture, volume, and size in an array of more than 1,000 maps and diagrams.

    His concise guide provides numerous examples of successful phenomenological studies from a variety of fields including therapy, health care, victimology, psychology and gender studies. The book also includes form letters and other research tools to use in designing and conducting a study.

    Because of the way the book is organized, it may be used at a variety of levels of rigor. For example, if matrix algebra is used, theoretical exercises may be omitted. A CD of data sets is provided with the text.

    The new edition includes the most up-to-date research developments and many more examples and problems.

    Her boss made a pass at her and she said no so she got a pink slip with her check. Julie's broke and disillusioned, so she drinks and turns on the stereo full blast to make the pain go away. Then her roommate comes home in the midst of an eating frenzy; her boyfriend has gone back to his wife so Alice has turned to food to forget. Julie suggests another way to vent their man

    Spradley also teaches students how to analyze the data they collect, and write an ethnography. The appendices include research questions and writing tasks.

    Guadalupe Vald�s examines what appears to be a lack of interest in education by Mexican parents and shows, through extensive quotations and numerous anecdotes, that these families are both rich and strong in family values, and that they bring with them clear views of what constitutes success and failure. The book's conclusion questions the merit of typical family intervention programs designed to promote school success and suggests that these interventions--because they do not genuinely respect the values of diverse families--may have long-term negative consequences for children.Con Respeto will be a valuable resource in graduate courses in foundations, ethnographic research, sociology and anthropology of education, multicultural education, and child development; and will be of particular interest to professors and researchers of multicultural education, bilingual education, ethnographic research methods, and sociology and anthropology of education.

    This easy-to-use guidebook offers full explanations of the most effective behavioral methods; a program designed for achieving competency that covers both basic methods for patients with depression and anxiety and advanced techniques for patients with bipolar disorder, psychoses, and eating and personality disorders; an integrated cognitive-behavioral/biological/interpersonal model for treatment; and instructions on fully integrating CBT with psychopharmacological intervention, as well as formulation and treatment methods endorsed by the Academy of Cognitive Therapy. Written by seasoned cognitive-behavior therapists who also demonstrate CBT methods on the accompanying DVD, Learning Cognitive-Behavior Therapy: An Illustrated Guide is indisputably the essential resource for students of multiple disciplines and practitioners who wish to learn the invaluable techniques of CBT.

    Written by the treatment's developers, the book includes session-by-session guidelines for implementation, complete with extensive sample dialogues and 40 reproducible client handouts. It explains the theoretical and empirical underpinnings of CPT and discusses how to adapt the approach for specific populations, such as combat veterans, sexual assault survivors, and culturally diverse clients. The large-size format facilitates photocopying and day-to-day use. Purchasers also get access to a Web page where they can download and print the reproducible materials. CPT is endorsed by the U.S. Departments of Veterans Affairs and Defense, the International Society of Traumatic Stress Studies, and the U.K. National Institute for Health and Care Excellence (NICE) as a best practice for the treatment of PTSD.

    But not the braves. Or the slaves. Or the disenfranchised women. So the history of Wilson's generation omitted a significant proportion of the population in favor of a perspective that was predominantly white, male and Protestant. That flaw would become a fissure and eventually a schism. A new history arose which, written in part by radicals and liberals, had little use for the noble and the heroic, and that rankled many who wanted a celebratory rather than a critical history. To this combustible mixture of elements was added the flame of public debate. History in the 1990s was a minefield of competing passions, political views and prejudices. It was dangerous ground, and, at the end of the decade, four of the nation's most respected and popular historians were almost destroyed by it: Michael Bellesiles, Doris Kearns Goodwin, Stephen Ambrose and Joseph Ellis. This is their story, set against the wider narrative of the writing of America's history. It may be, as Flaubert put it, that "Our ignorance of history makes us libel our own times." To which he could have added: falsify, plagiarize and politicize, because that's the other story of America's history.

    Now, she’s a middle-aged millionaire, grieving the loss of her family. The only living relative she has left is her smothering younger sister. May’s sanity is already threatened when tensions rise, so she sets out to find solitude in Florida. However, life has other plans for her. Animal encounters, unlikely friendships, sisterly squabbles and hilarious scenarios take May on an unforgettable journey from the depths of grief to a new life. But, will she embrace it?