Making Sense Of Data In The Media

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Making Sense of Data in the Media

Andrew Bell,Todd Hartman,Aneta Piekut,Alasdair Rae,Mark Taylor
Making Sense of Data in the Media Book PDF

Author : Andrew Bell,Todd Hartman,Aneta Piekut,Alasdair Rae,Mark Taylor
Publisher : SAGE
Page : 232 pages
File Size : 40,9 Mb
Release : 2019-11-04
Category : Social Science
ISBN : 9781526493002

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Making Sense of Data in the Media by Andrew Bell,Todd Hartman,Aneta Piekut,Alasdair Rae,Mark Taylor Pdf

The amount of data produced, captured and transmitted through the media has never been greater. But for this data to be useful, it needs to be properly understood and claims made about or with data need to be properly scrutinized. Through a series of examples of statistics in the media, this book shows you how to critically assess the presentation of data in the media, to identify what is significant and to sort verifiable conclusions from misleading claims. How accurate are polls, and how should we know? How should league tables be read? Are numbers presented as ‘large’ really as big as they may seem at first glance? By answering these questions and more, readers will learn a number of statistical concepts central to many undergraduate social science statistics courses. By tying them in to real life examples, the importance and relevance of these concepts comes to life. As such, this book does more than teaches techniques needed for a statistics course; it teaches you life skills that we need to use every single day.

Making Sense of Data

Glenn J. Myatt
Making Sense of Data Book PDF

Author : Glenn J. Myatt
Publisher : John Wiley & Sons
Page : 294 pages
File Size : 48,7 Mb
Release : 2007-02-26
Category : Mathematics
ISBN : 9780470101018

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Making Sense of Data by Glenn J. Myatt Pdf

A practical, step-by-step approach to making sense out of data Making Sense of Data educates readers on the steps and issues that need to be considered in order to successfully complete a data analysis or data mining project. The author provides clear explanations that guide the reader to make timely and accurate decisions from data in almost every field of study. A step-by-step approach aids professionals in carefully analyzing data and implementing results, leading to the development of smarter business decisions. With a comprehensive collection of methods from both data analysis and data mining disciplines, this book successfully describes the issues that need to be considered, the steps that need to be taken, and appropriately treats technical topics to accomplish effective decision making from data. Readers are given a solid foundation in the procedures associated with complex data analysis or data mining projects and are provided with concrete discussions of the most universal tasks and technical solutions related to the analysis of data, including: * Problem definitions * Data preparation * Data visualization * Data mining * Statistics * Grouping methods * Predictive modeling * Deployment issues and applications Throughout the book, the author examines why these multiple approaches are needed and how these methods will solve different problems. Processes, along with methods, are carefully and meticulously outlined for use in any data analysis or data mining project. From summarizing and interpreting data, to identifying non-trivial facts, patterns, and relationships in the data, to making predictions from the data, Making Sense of Data addresses the many issues that need to be considered as well as the steps that need to be taken to master data analysis and mining.

Visual Insights

Katy Borner,David E. Polley
Visual Insights Book PDF

Author : Katy Borner,David E. Polley
Publisher : MIT Press
Page : 310 pages
File Size : 45,5 Mb
Release : 2014-01-24
Category : Language Arts & Disciplines
ISBN : 9780262526197

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Visual Insights by Katy Borner,David E. Polley Pdf

A guide to the basics of information visualization that teaches nonprogrammers how to use advanced data mining and visualization techniques to design insightful visualizations. In the age of Big Data, the tools of information visualization offer us a macroscope to help us make sense of the avalanche of data available on every subject. This book offers a gentle introduction to the design of insightful information visualizations. It is the only book on the subject that teaches nonprogrammers how to use open code and open data to design insightful visualizations. Readers will learn to apply advanced data mining and visualization techniques to make sense of temporal, geospatial, topical, and network data. The book, developed for use in an information visualization MOOC, covers data analysis algorithms that enable extraction of patterns and trends in data, with chapters devoted to “when” (temporal data), “where” (geospatial data), “what” (topical data), and “with whom” (networks and trees); and to systems that drive research and development. Examples of projects undertaken for clients include an interactive visualization of the success of game player activity in World of Warcraft; a visualization of 311 number adoption that shows the diffusion of non-emergency calls in the United States; a return on investment study for two decades of HIV/AIDS research funding by NIAID; and a map showing the impact of the HiveNYC Learning Network. Visual Insights will be an essential resource on basic information visualization techniques for scholars in many fields, students, designers, or anyone who works with data.

Markets for Good Selected Readings: Making Sense of Data and Information in the Social Sector

Markets for Good
Markets for Good Selected Readings Making Sense of Data and Information in the Social Sector Book PDF

Author : Markets for Good
Publisher : eBookIt.com
Page : 82 pages
File Size : 48,9 Mb
Release : 2014-02-13
Category : Literary Collections
ISBN : 9781456621148

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Markets for Good Selected Readings: Making Sense of Data and Information in the Social Sector by Markets for Good Pdf

Markets for Good is an effort by the Bill & Melinda Gates Foundation, the William & Flora Hewlett Foundation, and the progressive financial firm Liquidnet to improve the system for generating, sharing, and acting upon data and information in the social sector. Our vision is of a social sector powered by information, where interventions are more effective and innovative, where capital flows efficiently to the organizations that are having the greatest impact, and where there is a dynamic culture of continuous learning and development. Over the past several years, Markets for Good has been a forum for discussion and collaboration among online giving platforms, nonprofit information providers, nonprofit evaluators, philanthropic advisors, and other entities working to improve the global philanthropic system and social sector. This effort has included over 50 people from more than 20 organizations. The website, MarketsforGood.org, and the work that we hope follows from it, is an outgrowth of what we have learned and observed through this collaboration. This retrospective collection of selected readings from our site includes an introduction by Jeff Raikes, CEO of the Bill & Melinda Gates Foundation, in which he highlights the "continuing wave of efforts that will push our sector to achieve even greater impact." Following Jeff's introduction, the Markets for Good Collaboration Team recaps the first 15 months of the campaign, and how they expect Markets for Good to evolve going forward. The subsequent 17 posts and authors' updates provide a range of perspectives on the most critical data-related challenges facing the social sector, and how these challenges can be addressed. Posts were chosen for their high readership, topic diversity, and thought leadership. The authors debate new and recurring hurdles in the social sector, like capacity and capital constraints; how qualitative data, including stories and beneficiary insights, can be incorporated into data-driven decision processes; and big-, medium-, and small-data management.

Making Sense of Data I

Glenn J. Myatt,Wayne P. Johnson
Making Sense of Data I Book PDF

Author : Glenn J. Myatt,Wayne P. Johnson
Publisher : John Wiley & Sons
Page : 262 pages
File Size : 46,7 Mb
Release : 2014-08-11
Category : Mathematics
ISBN : 9781118407417

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Making Sense of Data I by Glenn J. Myatt,Wayne P. Johnson Pdf

Praise for the First Edition “...a well-written book on data analysis and data mining that provides an excellent foundation...” —CHOICE “This is a must-read book for learning practical statistics and data analysis...” —Computing Reviews.com A proven go-to guide for data analysis, Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining, Second Edition focuses on basic data analysis approaches that are necessary to make timely and accurate decisions in a diverse range of projects. Based on the authors’ practical experience in implementing data analysis and data mining, the new edition provides clear explanations that guide readers from almost every field of study. In order to facilitate the needed steps when handling a data analysis or data mining project, a step-by-step approach aids professionals in carefully analyzing data and implementing results, leading to the development of smarter business decisions. The tools to summarize and interpret data in order to master data analysis are integrated throughout, and the Second Edition also features: Updated exercises for both manual and computer-aided implementation with accompanying worked examples New appendices with coverage on the freely available TraceisTM software, including tutorials using data from a variety of disciplines such as the social sciences, engineering, and finance New topical coverage on multiple linear regression and logistic regression to provide a range of widely used and transparent approaches Additional real-world examples of data preparation to establish a practical background for making decisions from data Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining, Second Edition is an excellent reference for researchers and professionals who need to achieve effective decision making from data. The Second Edition is also an ideal textbook for undergraduate and graduate-level courses in data analysis and data mining and is appropriate for cross-disciplinary courses found within computer science and engineering departments.

Getting Started with Data Science

Murtaza Haider
Getting Started with Data Science Book PDF

Author : Murtaza Haider
Publisher : IBM Press
Page : 941 pages
File Size : 43,5 Mb
Release : 2015-12-14
Category : Business & Economics
ISBN : 9780133991239

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Getting Started with Data Science by Murtaza Haider Pdf

Master Data Analytics Hands-On by Solving Fascinating Problems You’ll Actually Enjoy! Harvard Business Review recently called data science “The Sexiest Job of the 21st Century.” It’s not just sexy: For millions of managers, analysts, and students who need to solve real business problems, it’s indispensable. Unfortunately, there’s been nothing easy about learning data science–until now. Getting Started with Data Science takes its inspiration from worldwide best-sellers like Freakonomics and Malcolm Gladwell’s Outliers: It teaches through a powerful narrative packed with unforgettable stories. Murtaza Haider offers informative, jargon-free coverage of basic theory and technique, backed with plenty of vivid examples and hands-on practice opportunities. Everything’s software and platform agnostic, so you can learn data science whether you work with R, Stata, SPSS, or SAS. Best of all, Haider teaches a crucial skillset most data science books ignore: how to tell powerful stories using graphics and tables. Every chapter is built around real research challenges, so you’ll always know why you’re doing what you’re doing. You’ll master data science by answering fascinating questions, such as: • Are religious individuals more or less likely to have extramarital affairs? • Do attractive professors get better teaching evaluations? • Does the higher price of cigarettes deter smoking? • What determines housing prices more: lot size or the number of bedrooms? • How do teenagers and older people differ in the way they use social media? • Who is more likely to use online dating services? • Why do some purchase iPhones and others Blackberry devices? • Does the presence of children influence a family’s spending on alcohol? For each problem, you’ll walk through defining your question and the answers you’ll need; exploring how others have approached similar challenges; selecting your data and methods; generating your statistics; organizing your report; and telling your story. Throughout, the focus is squarely on what matters most: transforming data into insights that are clear, accurate, and can be acted upon.

Making Sense of Data and Statistics in Psychology

Gerry Mulhern,Brian Greer
Making Sense of Data and Statistics in Psychology Book PDF

Author : Gerry Mulhern,Brian Greer
Publisher : Bloomsbury Publishing
Page : 320 pages
File Size : 55,7 Mb
Release : 2017-09-09
Category : Psychology
ISBN : 9780230357990

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Making Sense of Data and Statistics in Psychology by Gerry Mulhern,Brian Greer Pdf

Statistics is one of the most useful elements of any psychology degree. This popular textbook will equip you with the tools needed not only to make sense of your own data and research, but also to think critically about the research and statistics you will encounter in everyday life. Features include: - Logical, intuitive organization of key statistical concepts and tests with an emphasis on understanding which test to use and why - Innovative graphic illustrations and insightful dialogues that help you to get to grips with statistics - Concise, easy-to-follow guidelines for making sense of SPSS - COverage of more complex tests and concepts for when you need to dig deeper Making Sense of Data and Statistics in Psychology will help you design experiments, analyse data with confidence and establish a solid grounding in statistics; it will become a valuable resource throughout your studies. Companion Site: www.palgrave.com/psychology/mulhern2e An innovative and easy-to-read introduction to understanding statistical concepts and data in Psychology, written with even the most maths-averse Psychology student in mind. Authored by the current president of the BPS (British Psychological Society), this second edition includes guidance for SPSS and extended statistical coverage to bridge the gap between conceptual understanding of data and how to run statistical tests. Confronts the challenge of teaching statistics The material is structured so that the reader revisits ideas at increasing levels of sophistication, building on their existing knowledge in order to develop their understanding of statistics. This book, grounded in the authors' research into the way students learn maths and statistics, provides a 'way in' to statistics for all Psychology undergraduates, from those who have studied Maths to A Level to those who find their statistics courses to be the most daunting of their university years. The authors emphasise the importance of developing a 'feel' for data, particularly through visual representation, before statistical tests are discussed in detail. Making extensive use of exploratory data analysis, the text emphasises conceptual understanding. Concepts are introduced and clearly explained, enabling the student to understand the foundations of data analysis in interpreting psychological research. There is an abundant use of examples from psychological research throughout, helping students to get to grips with different forms of data. Flexible approach Can easily be integrated into 'standard courses', but also used to support more mathematicallyorientated courses. Reinforces understanding Avoids the jargon that makes statistics so inaccessible to many Psychology students. Pedagogical features include Socratic dialogues between statisticsaverse students and their lecturers; 'Making Links' boxes to help students see the connections between basic and more complex tests; and innovative comprehension check boxes which encourage students to stop and think before reading on. A new feature, 'Making sense of SPSS', links this conceptual comprehension to the way students mostly carry out their statistical tests. Making Sense of Data and Statistics in Psychology ensures that students have a firm basis in the use of statistics that will serve them for life, not just for the duration of their statistics course.

Making Sense of Data II

Glenn J. Myatt,Wayne P. Johnson
Making Sense of Data II Book PDF

Author : Glenn J. Myatt,Wayne P. Johnson
Publisher : John Wiley & Sons
Page : 307 pages
File Size : 42,5 Mb
Release : 2009-03-04
Category : Mathematics
ISBN : 9780470417393

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Making Sense of Data II by Glenn J. Myatt,Wayne P. Johnson Pdf

A hands-on guide to making valuable decisions from data using advanced data mining methods and techniques This second installment in the Making Sense of Data series continues to explore a diverse range of commonly used approaches to making and communicating decisions from data. Delving into more technical topics, this book equips readers with advanced data mining methods that are needed to successfully translate raw data into smart decisions across various fields of research including business, engineering, finance, and the social sciences. Following a comprehensive introduction that details how to define a problem, perform an analysis, and deploy the results, Making Sense of Data II addresses the following key techniques for advanced data analysis: Data Visualization reviews principles and methods for understanding and communicating data through the use of visualization including single variables, the relationship between two or more variables, groupings in data, and dynamic approaches to interacting with data through graphical user interfaces. Clustering outlines common approaches to clustering data sets and provides detailed explanations of methods for determining the distance between observations and procedures for clustering observations. Agglomerative hierarchical clustering, partitioned-based clustering, and fuzzy clustering are also discussed. Predictive Analytics presents a discussion on how to build and assess models, along with a series of predictive analytics that can be used in a variety of situations including principal component analysis, multiple linear regression, discriminate analysis, logistic regression, and Naïve Bayes. Applications demonstrates the current uses of data mining across a wide range of industries and features case studies that illustrate the related applications in real-world scenarios. Each method is discussed within the context of a data mining process including defining the problem and deploying the results, and readers are provided with guidance on when and how each method should be used. The related Web site for the series (www.makingsenseofdata.com) provides a hands-on data analysis and data mining experience. Readers wishing to gain more practical experience will benefit from the tutorial section of the book in conjunction with the TraceisTM software, which is freely available online. With its comprehensive collection of advanced data mining methods coupled with tutorials for applications in a range of fields, Making Sense of Data II is an indispensable book for courses on data analysis and data mining at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals who are interested in learning how to accomplish effective decision making from data and understanding if data analysis and data mining methods could help their organization.

Making Sense of Data

Donald J. Wheeler
Making Sense of Data Book PDF

Author : Donald J. Wheeler
Publisher : SPC Press, Incorporated
Page : 0 pages
File Size : 41,7 Mb
Release : 2003
Category : Graphic methods
ISBN : 0945320612

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Making Sense of Data by Donald J. Wheeler Pdf

This book addresses the isues of Data Analysis and SPC in a service setting. Emphasis is give to three basic questions of quality improvement: What do you want to accomplish? By what method? How will you know? 130 Examples and Case Histories from real businesses are used to illustrate the concepts. Readers discover where to start, what to measure, how to measure it, how to understand the measurement.

Making Sense of Multivariate Data Analysis

John Spicer
Making Sense of Multivariate Data Analysis Book PDF

Author : John Spicer
Publisher : SAGE
Page : 256 pages
File Size : 48,8 Mb
Release : 2005
Category : Mathematics
ISBN : 1412904013

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Making Sense of Multivariate Data Analysis by John Spicer Pdf

A short introduction to the subject, this text is aimed at students & practitioners in the behavioural & social sciences. It offers a conceptual overview of the foundations of MDA & of a range of specific techniques including multiple regression, logistic regression & log-linear analysis.

Making Sense of Media and Politics

Gadi Wolfsfeld
Making Sense of Media and Politics Book PDF

Author : Gadi Wolfsfeld
Publisher : Routledge
Page : 172 pages
File Size : 47,9 Mb
Release : 2011-06-23
Category : Political Science
ISBN : 9781136887673

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Making Sense of Media and Politics by Gadi Wolfsfeld Pdf

Politics is above all a contest, and the news media are the central arena for viewing that competition. One of the central concerns of political communication has to do with the myriad ways in which politics has an impact on the news media and the equally diverse ways in which the media influences politics. Both of these aspects in turn weigh heavily on the effects such political communication has on mass citizens. In Making Sense of Media and Politics, Gadi Wolfsfeld introduces readers to the most important concepts that serve as a framework for examining the interrelationship of media and politics: political power can usually be translated into power over the news media when authorities lose control over the political environment they also lose control over the news there is no such thing as objective journalism (nor can there be) the media are dedicated more than anything else to telling a good story the most important effects of the news media on citizens tend to be unintentional and unnoticed. By identifying these five key principles of political communication, the author examines those who package and send political messages, those who transform political messages into news, and the effect all this has on citizens. The result is a brief, engaging guide to help make sense of the wider world of media and politics and an essential companion to more in-depths studies of the field.

Making Sense of Race, Class, and Gender

Celine-Marie Pascale
Making Sense of Race Class and Gender Book PDF

Author : Celine-Marie Pascale
Publisher : Routledge
Page : 166 pages
File Size : 42,6 Mb
Release : 2013-02-01
Category : Social Science
ISBN : 9781135776350

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Making Sense of Race, Class, and Gender by Celine-Marie Pascale Pdf

Using arresting case studies of how ordinary people understand the concepts of race, class, and gender, Celine-Marie Pascale shows that the peculiarity of commonsense is that it imposes obviousness—that which we cannot fail to recognize. As a result, how we negotiate the challenges of inequality in the twenty-first century may depend less on what people consciously think about "difference" and more on what we inadvertently assume. Through an analysis of commonsense knowledge, Pascale expertly provides new insights into familiar topics. In addition, by analyzing local practices in the context of established cultural discourses, Pascale shows how the weight of history bears on the present moment, both enabling and constraining possibilities. Pascale tests the boundaries of sociological knowledge and offers new avenues for conceptualizing social change. In 2008, Making Sense of Race, Class and Gender was the recipient of the Distinguished Contribution to Scholarship Book Award, of the American Sociological Association Section on Race, Gender, and Class, for "distinguished and significant contribution to the development of the integrative field of race, gender, and class."

Covid By Numbers

David Spiegelhalter,Anthony Masters
Covid By Numbers Book PDF

Author : David Spiegelhalter,Anthony Masters
Publisher : Penguin UK
Page : 217 pages
File Size : 40,8 Mb
Release : 2021-10-07
Category : Medical
ISBN : 9780241541081

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Covid By Numbers by David Spiegelhalter,Anthony Masters Pdf

'I couldn't imagine a better guidebook for making sense of a tragic and momentous time in our lives. Covid by Numbers is comprehensive yet concise, impeccably clear and always humane' Tim Harford How many people have died because of COVID-19? Which countries have been hit hardest by the virus? What are the benefits and harms of different vaccines? How does COVID-19 compare to the Spanish flu? How have the lockdown measures affected the economy, mental health and crime? This year we have been bombarded by statistics - seven day rolling averages, rates of infection, excess deaths. Never have numbers been more central to our national conversation, and never has it been more important that we think about them clearly. In the media and in their Observer column, Professor Sir David Spiegelhalter and RSS Statistical Ambassador Anthony Masters have interpreted these statistics, offering a vital public service by giving us the tools we need to make sense of the virus for ourselves and holding the government to account. In Covid by Numbers, they crunch the data on a year like no other, exposing the leading misconceptions about the virus and the vaccine, and answering our essential questions. This timely, concise and approachable book offers a rare depth of insight into one of the greatest upheavals in history, and a trustworthy guide to these most uncertain of times.

On Media

Doris A. Graber
On Media Book PDF

Author : Doris A. Graber
Publisher : Oxford University Press
Page : 221 pages
File Size : 48,6 Mb
Release : 2012
Category : Political Science
ISBN : 9780199945986

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On Media by Doris A. Graber Pdf

Introduction -- Can average Americans make sense of politics? -- The adequacy of the news supply -- Television dramas as news sources -- Telescoping the interviews -- Microscoping the interviews -- Looking back and looking forward -- Conclusion: ending on a positive note.

Making Sense of Qualitative Data

Amanda Jane Coffey,Paul A. Atkinson
Making Sense of Qualitative Data Book PDF

Author : Amanda Jane Coffey,Paul A. Atkinson
Publisher : SAGE Publications, Incorporated
Page : 224 pages
File Size : 55,5 Mb
Release : 1996-04-03
Category : Reference
ISBN : UOM:39015037442582

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Making Sense of Qualitative Data by Amanda Jane Coffey,Paul A. Atkinson Pdf

In this practical book the authors highlight the range of approaches available to qualitative researchers by using a single data set which they analyze using a number of techniques.