Data Lives

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Data Lives

Kitchin, Rob
Data Lives Book PDF

Author : Kitchin, Rob
Publisher : Policy Press
Page : 274 pages
File Size : 51,9 Mb
Release : 2021-02-03
Category : Social Science
ISBN : 9781529215151

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Data Lives by Kitchin, Rob Pdf

The word ‘data’ has entered everyday conversation, but do we really understand what it means? How can we begin to grasp the scope and scale of our new data-rich world, and can we truly comprehend what is at stake? In Data Lives, renowned social scientist Rob Kitchin explores the intricacies of data creation and charts how data-driven technologies have become essential to how society, government and the economy work. Creatively blending scholarly analysis, biography and fiction, he demonstrates how data are shaped by social and political forces, and the extent to which they influence our daily lives. He reveals our data world to be one of potential danger, but also of hope.

Data Lives

Kitchin, Rob
Data Lives Book PDF

Author : Kitchin, Rob
Publisher : Bristol University Press
Page : 274 pages
File Size : 46,6 Mb
Release : 2021-02-03
Category : Social Science
ISBN : 9781529215144

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Data Lives by Kitchin, Rob Pdf

The word ‘data’ has entered everyday conversation, but do we really understand what it means? How can we begin to grasp the scope and scale of our new data-rich world, and can we truly comprehend what is at stake? In Data Lives, renowned social scientist Rob Kitchin explores the intricacies of data creation and charts how data-driven technologies have become essential to how society, government and the economy work. Creatively blending scholarly analysis, biography and fiction, he demonstrates how data are shaped by social and political forces, and the extent to which they influence our daily lives. He reveals our data world to be one of potential danger, but also of hope.

Collecting Lives

Elizabeth Rodrigues
Collecting Lives Book PDF

Author : Elizabeth Rodrigues
Publisher : University of Michigan Press
Page : 239 pages
File Size : 43,8 Mb
Release : 2022-05-16
Category : Literary Criticism
ISBN : 9780472902637

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Collecting Lives by Elizabeth Rodrigues Pdf

On a near-daily basis, data is being used to narrate our lives. Categorizing algorithms drawn from amassed personal data to assign narrative destinies to individuals at crucial junctures, simultaneously predicting and shaping the paths of our lives. Data is commonly assumed to bring us closer to objectivity, but the narrative paths these algorithms assign seem, more often than not, to replicate biases about who an individual is and could become. While the social effects of such algorithmic logics seem new and newly urgent to consider, Collecting Lives looks to the late nineteenth and early twentieth century U.S. to provide an instructive prehistory to the underlying question of the relationship between data, life, and narrative. Rodrigues contextualizes the application of data collection to human selfhood in order to uncover a modernist aesthetic of data that offers an alternative to the algorithmic logic pervading our sense of data’s revelatory potential. Examining the work of W. E. B. Du Bois, Henry Adams, Gertrude Stein, and Ida B. Wells-Barnett, Rodrigues asks how each of these authors draw from their work in sociology, history, psychology, and journalism to formulate a critical data aesthetic as they attempt to answer questions of identity around race, gender, and nation both in their research and their life writing. These data-driven modernists not only tell different life stories with data, they tell life stories differently because of data.

Big Data

Viktor Mayer-Schönberger,Kenneth Cukier
Big Data Book PDF

Author : Viktor Mayer-Schönberger,Kenneth Cukier
Publisher : Houghton Mifflin Harcourt
Page : 257 pages
File Size : 50,8 Mb
Release : 2013
Category : Business & Economics
ISBN : 9780544002692

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Big Data by Viktor Mayer-Schönberger,Kenneth Cukier Pdf

A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.

Data Science Live Book

Pablo Casas
Data Science Live Book Book PDF

Author : Pablo Casas
Publisher : Unknown
Page : 128 pages
File Size : 41,8 Mb
Release : 2018-03-16
Category : Electronic
ISBN : 9874273666

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Data Science Live Book by Pablo Casas Pdf

This book is a practical guide to problems that commonly arise when developing a machine learning project. The book's topics are: Exploratory data analysis Data Preparation Selecting best variables Assessing Model Performance More information on predictive modeling will be included soon. This book tries to demonstrate what it says with short and well-explained examples. This is valid for both theoretical and practical aspects (through comments in the code). This book, as well as the development of a data project, is not linear. The chapters are related among them. For example, the missing values chapter can lead to the cardinality reduction in categorical variables. Or you can read the data type chapter and then change the way you deal with missing values. You¿ll find references to other websites so you can expand your study, this book is just another step in the learning journey. It's open-source and can be found at http://livebook.datascienceheroes.com

Dear Data

Giorgia Lupi,Stefanie Posavec
Dear Data Book PDF

Author : Giorgia Lupi,Stefanie Posavec
Publisher : Chronicle Books
Page : 304 pages
File Size : 42,5 Mb
Release : 2016-09-13
Category : Design
ISBN : 9781616895464

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Dear Data by Giorgia Lupi,Stefanie Posavec Pdf

Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria Popova (Brain Pickings), who introduces this charming and graphically powerful book. For one year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, mapped the particulars of their daily lives as a series of hand-drawn postcards they exchanged via mail weekly—small portraits as full of emotion as they are data, both mundane and magical. Dear Data reproduces in pinpoint detail the full year's set of cards, front and back, providing a remarkable portrait of two artists connected by their attention to the details of their lives—including complaints, distractions, phone addictions, physical contact, and desires. These details illuminate the lives of two remarkable young women and also inspire us to map our own lives, including specific suggestions on what data to draw and how. A captivating and unique book for designers, artists, correspondents, friends, and lovers everywhere.

Afterlives of Data

Mary F.E. Ebeling
Afterlives of Data Book PDF

Author : Mary F.E. Ebeling
Publisher : Univ of California Press
Page : 218 pages
File Size : 53,7 Mb
Release : 2022-06-14
Category : Social Science
ISBN : 9780520973824

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Afterlives of Data by Mary F.E. Ebeling Pdf

What our health data tell American capitalism about our value—and how that controls our lives. Afterlives of Data follows the curious and multiple lives that our data live once they escape our control. Mary F. E. Ebeling's ethnographic investigation shows how information about our health and the debt that we carry becomes biopolitical assets owned by healthcare providers, insurers, commercial data brokers, credit reporting companies, and platforms. By delving into the oceans of data built from everyday medical and debt traumas, Ebeling reveals how data about our lives come to affect our bodies and our life chances and to wholly define us. Investigations into secretive data collection and breaches of privacy by the likes of Cambridge Analytica have piqued concerns among many Americans about exactly what is being done with their data. From credit bureaus and consumer data brokers like Equifax and Experian to the secretive military contractor Palantir, this massive industry has little regulatory oversight for health data and works to actively obscure how it profits from our data. In this book, Ebeling traces the health data—medical information extracted from patients' bodies—that are digitized and repackaged into new data commodities that have afterlives in database lakes and oceans, algorithms, and statistical models used to score patients on their creditworthiness and riskiness. Critical and disturbing, Afterlives of Data examines how Americans' data about their health and their debt are used in the service of marketing and capitalist surveillance.

Living in Data

Jer Thorp
Living in Data Book PDF

Author : Jer Thorp
Publisher : MCD
Page : 320 pages
File Size : 44,7 Mb
Release : 2021-05-04
Category : Social Science
ISBN : 9780374720513

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Living in Data by Jer Thorp Pdf

Jer Thorp’s analysis of the word “data” in 10,325 New York Times stories written between 1984 and 2018 shows a distinct trend: among the words most closely associated with “data,” we find not only its classic companions “information” and “digital,” but also a variety of new neighbors—from “scandal” and “misinformation” to “ethics,” “friends,” and “play.” To live in data in the twenty-first century is to be incessantly extracted from, classified and categorized, statisti-fied, sold, and surveilled. Data—our data—is mined and processed for profit, power, and political gain. In Living in Data, Thorp asks a crucial question of our time: How do we stop passively inhabiting data, and instead become active citizens of it? Threading a data story through hippo attacks, glaciers, and school gymnasiums, around colossal rice piles, and over active minefields, Living in Data reminds us that the future of data is still wide open, that there are ways to transcend facts and figures and to find more visceral ways to engage with data, that there are always new stories to be told about how data can be used. Punctuated with Thorp's original and informative illustrations, Living in Data not only redefines what data is, but reimagines who gets to speak its language and how to use its power to create a more just and democratic future. Timely and inspiring, Living in Data gives us a much-needed path forward.

Recurrent Events Data Analysis for Product Repairs, Disease Recurrences, and Other Applications

Wayne B. Nelson
Recurrent Events Data Analysis for Product Repairs Disease Recurrences and Other Applications Book PDF

Author : Wayne B. Nelson
Publisher : SIAM
Page : 157 pages
File Size : 51,9 Mb
Release : 2003-01-01
Category : Technology & Engineering
ISBN : 9780898715224

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Recurrent Events Data Analysis for Product Repairs, Disease Recurrences, and Other Applications by Wayne B. Nelson Pdf

Survival data consist of a single event for each population unit, namely, end of life, which is modeled with a life distribution. However, many applications involve repeated-events data, where a unit may accumulate numerous events over time. This applied book provides practitioners with basic nonparametric methods for such data.

Life-Cycle Decisions for Biomedical Data

National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Division on Earth and Life Studies,Division on Engineering and Physical Sciences,Board on Research Data and Information,Board on Life Sciences,Computer Science and Telecommunications Board,Committee on Applied and Theoretical Statistics,Board on Mathematical Sciences and Analytics,Committee on Forecasting Costs for Preserving and Promoting Access to Biomedical Data
Life Cycle Decisions for Biomedical Data Book PDF

Author : National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Division on Earth and Life Studies,Division on Engineering and Physical Sciences,Board on Research Data and Information,Board on Life Sciences,Computer Science and Telecommunications Board,Committee on Applied and Theoretical Statistics,Board on Mathematical Sciences and Analytics,Committee on Forecasting Costs for Preserving and Promoting Access to Biomedical Data
Publisher : National Academies Press
Page : 185 pages
File Size : 51,9 Mb
Release : 2020-09-04
Category : Science
ISBN : 9780309670067

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Life-Cycle Decisions for Biomedical Data by National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Division on Earth and Life Studies,Division on Engineering and Physical Sciences,Board on Research Data and Information,Board on Life Sciences,Computer Science and Telecommunications Board,Committee on Applied and Theoretical Statistics,Board on Mathematical Sciences and Analytics,Committee on Forecasting Costs for Preserving and Promoting Access to Biomedical Data Pdf

Biomedical research results in the collection and storage of increasingly large and complex data sets. Preserving those data so that they are discoverable, accessible, and interpretable accelerates scientific discovery and improves health outcomes, but requires that researchers, data curators, and data archivists consider the long-term disposition of data and the costs of preserving, archiving, and promoting access to them. Life Cycle Decisions for Biomedical Data examines and assesses approaches and considerations for forecasting costs for preserving, archiving, and promoting access to biomedical research data. This report provides a comprehensive conceptual framework for cost-effective decision making that encourages data accessibility and reuse for researchers, data managers, data archivists, data scientists, and institutions that support platforms that enable biomedical research data preservation, discoverability, and use.

Too Smart

Jathan Sadowski
Too Smart Book PDF

Author : Jathan Sadowski
Publisher : MIT Press
Page : 253 pages
File Size : 48,6 Mb
Release : 2020-03-24
Category : Social Science
ISBN : 9780262538589

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Too Smart by Jathan Sadowski Pdf

Who benefits from smart technology? Whose interests are served when we trade our personal data for convenience and connectivity? Smart technology is everywhere: smart umbrellas that light up when rain is in the forecast; smart cars that relieve drivers of the drudgery of driving; smart toothbrushes that send your dental hygiene details to the cloud. Nothing is safe from smartification. In Too Smart, Jathan Sadowski looks at the proliferation of smart stuff in our lives and asks whether the tradeoff—exchanging our personal data for convenience and connectivity—is worth it. Who benefits from smart technology? Sadowski explains how data, once the purview of researchers and policy wonks, has become a form of capital. Smart technology, he argues, is driven by the dual imperatives of digital capitalism: extracting data from, and expanding control over, everything and everybody. He looks at three domains colonized by smart technologies' collection and control systems: the smart self, the smart home, and the smart city. The smart self involves more than self-tracking of steps walked and calories burned; it raises questions about what others do with our data and how they direct our behavior—whether or not we want them to. The smart home collects data about our habits that offer business a window into our domestic spaces. And the smart city, where these systems have space to grow, offers military-grade surveillance capabilities to local authorities. Technology gets smart from our data. We may enjoy the conveniences we get in return (the refrigerator says we're out of milk!), but, Sadowski argues, smart technology advances the interests of corporate technocratic power—and will continue to do so unless we demand oversight and ownership of our data.

Seismic Attributes as the Framework for Data Integration Throughout the Oilfield Life Cycle

Kurt J. Marfurt
Seismic Attributes as the Framework for Data Integration Throughout the Oilfield Life Cycle Book PDF

Author : Kurt J. Marfurt
Publisher : SEG Books
Page : 509 pages
File Size : 44,6 Mb
Release : 2018-01-31
Category : Petroleum
ISBN : 9781560803515

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Seismic Attributes as the Framework for Data Integration Throughout the Oilfield Life Cycle by Kurt J. Marfurt Pdf

Useful attributes capture and quantify key components of the seismic amplitude and texture for subsequent integration with well log, microseismic, and production data through either interactive visualization or machine learning. Although both approaches can accelerate and facilitate the interpretation process, they can by no means replace the interpreter. Interpreter “grayware” includes the incorporation and validation of depositional, diagenetic, and tectonic deformation models, the integration of rock physics systematics, and the recognition of unanticipated opportunities and hazards. This book is written to accompany and complement the 2018 SEG Distinguished Instructor Short Course that provides a rapid overview of how 3D seismic attributes provide a framework for data integration over the life of the oil and gas field. Key concepts are illustrated by example, showing modern workflows based on interactive interpretation and display as well as those aided by machine learning.

Data to Life

Matt Reed,Joss Langford
Data to Life Book PDF

Author : Matt Reed,Joss Langford
Publisher : Unknown
Page : 216 pages
File Size : 44,9 Mb
Release : 2013-09
Category : Business & Economics
ISBN : 095760940X

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Data to Life by Matt Reed,Joss Langford Pdf

Digital technologies are becoming ever more integrated into our daily lives. Wearable devices, big data and the Internet of Things are poised to create a myriad of personalised services in health, wellness, commerce and leisure. These will have the potential to deliver huge benefits to society, but there are real and growing concerns they could open the door to Big Brother. Starting with the simplest atoms of behaviour, Data to Life covers a remarkable breadth of topics: the significance of daily rituals, a taxonomy of everyday life and tools for behaviour change. It presents a radical new roadmap for collecting and handling personal data that protects the interests of both individuals and businesses.

Data and Text Processing for Health and Life Sciences

Francisco M. Couto
Data and Text Processing for Health and Life Sciences Book PDF

Author : Francisco M. Couto
Publisher : Springer
Page : 98 pages
File Size : 44,9 Mb
Release : 2019-06-10
Category : Medical
ISBN : 9783030138455

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Data and Text Processing for Health and Life Sciences by Francisco M. Couto Pdf

This open access book is a step-by-step introduction on how shell scripting can help solve many of the data processing tasks that Health and Life specialists face everyday with minimal software dependencies. The examples presented in the book show how simple command line tools can be used and combined to retrieve data and text from web resources, to filter and mine literature, and to explore the semantics encoded in biomedical ontologies. To store data this book relies on open standard text file formats, such as TSV, CSV, XML, and OWL, that can be open by any text editor or spreadsheet application. The first two chapters, Introduction and Resources, provide a brief introduction to the shell scripting and describe popular data resources in Health and Life Sciences. The third chapter, Data Retrieval, starts by introducing a common data processing task that involves multiple data resources. Then, this chapter explains how to automate each step of that task by introducing the required commands line tools one by one. The fourth chapter, Text Processing, shows how to filter and analyze text by using simple string matching techniques and regular expressions. The last chapter, Semantic Processing, shows how XPath queries and shell scripting is able to process complex data, such as the graphs used to specify ontologies. Besides being almost immutable for more than four decades and being available in most of our personal computers, shell scripting is relatively easy to learn by Health and Life specialists as a sequence of independent commands. Comprehending them is like conducting a new laboratory protocol by testing and understanding its procedural steps and variables, and combining their intermediate results. Thus, this book is particularly relevant to Health and Life specialists or students that want to easily learn how to process data and text, and which in return may facilitate and inspire them to acquire deeper bioinformatics skills in the future.

Data Analysis for the Life Sciences with R

Rafael A. Irizarry,Michael I. Love
Data Analysis for the Life Sciences with R Book PDF

Author : Rafael A. Irizarry,Michael I. Love
Publisher : CRC Press
Page : 461 pages
File Size : 52,9 Mb
Release : 2016-10-04
Category : Mathematics
ISBN : 9781498775861

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Data Analysis for the Life Sciences with R by Rafael A. Irizarry,Michael I. Love Pdf

This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code that performs this analysis and connect the lines of code to the statistical and mathematical concepts explained.