The Handbook Of Creative Data Analysis
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The Handbook Of Creative Data Analysis
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Author : Helen Kara
language : en
Publisher: Policy Press
Release Date : 2024-09-11
The Handbook Of Creative Data Analysis written by Helen Kara and has been published by Policy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-11 with Language Arts & Disciplines categories.
Creative research methods for data generation have expanded over recent decades and researchers are eager to take a creative approach to data analysis. It is challenging to bring creativity into data analysis while retaining a systematic, rigorous and ethical approach. Written by experts in the field, this handbook addresses these challenges. The chapters adapt analytical techniques in creative ways for novice and expert researchers. Existing and novel methods from analysis of quantitative data to embodied, performative, visual, written, arts-based and collaborative analysis are featured with transferable case examples across disciplines. This collection offers a definitive practical guide to creative data analysis.
The Handbook Of Creative Data Analysis
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Author : Alex Morgan
language : en
Publisher:
Release Date : 2024-09
The Handbook Of Creative Data Analysis written by Alex Morgan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09 with Social sciences categories.
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R For Data Science
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Author : Hadley Wickham
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2016-12-12
R For Data Science written by Hadley Wickham and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-12 with Computers categories.
Learn how to use R to turn raw data into insight, knowledge, and understanding. 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
Handbook Of Creativity
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Author : John A. Glover
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Handbook Of Creativity written by John A. Glover and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Psychology categories.
The motivation underlying our development of a "handbook" of creativity was different from what usually is described by editors of other such volumes. Our sense that a handbook was needed sprang not from a deluge of highly erudite studies calling out for organization, nor did it stem from a belief that the field had become so fully articulated that such a book was necessary to provide summation and reference. Instead, this handbook was conceptualized as an attempt to provide structure and organization for a field of study that, from our perspective, had come to be a large-scale example of a "degenerating" research program (see Brown, Chapter 1). The handbook grew out of a series of discussions that spanned several years. At the heart of most of our interactions was a profound unhappiness with the state of research on creativity. Our consensus was that the number of "good" works published on creativity each year was small and growing smaller. Further, we could not point to a journal, text, or professional organization that was providing leadership for the field in shaping a scientifically sound framework for the development of research programs in creativity. At the same time, we were casting about for a means of honoring a dear friend, E. Paul Torrance. Our decision was that we might best be able to honor Paul and influence research on creativity by developing a handbook designed to challenge traditional perspectives while offering research agendas based on contemporary psychological views.
Embracing Queer And Trans Frameworks In Qualitative Educational Research
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Author : LJ Slovin
language : en
Publisher: Taylor & Francis
Release Date : 2025-07-11
Embracing Queer And Trans Frameworks In Qualitative Educational Research written by LJ Slovin and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-11 with Education categories.
Embracing Queer and Trans Frameworks in Qualitative Educational Research reflects on a decade of conversations about research, thinking, and life, exploring how to navigate the ethical complexities of working with queer and trans youth as queer and trans scholars. The authors introduce the framework of “showing our work,” an intimate approach that revisits the often- invisible processes behind what becomes the ‘final’ product. This lens offers a fresh, rarely told account of how research is made, highlighting the messy, reflective, and transformative moments that shape scholarly inquiry. By showing their work, the authors invite educational researchers to engage with these moments in their own practice – thinking alongside the discussions and decisions that shape methodological choices. They argue for the vital role of queer and trans methodologies in qualitative educational research, positioning them not just as subjectspecific tools but as critical lines of analytical inquiry. Drawing from their own research with queer and trans youth, both within and beyond educational spaces, the authors revisit and reimagine pivotal moments that challenged, provoked, and ultimately shaped key elements of their published work. Through this process, they create a generative space for methodological reimagining, situating ethnographic work with queer and trans youth as fertile ground for new ways of knowing. This book is essential reading for students across disciplines, as well as qualitative researchers engaged in youth studies, critical methodologies, sociology, and queer and trans studies.
The Oxford Handbook Of Creative Industries
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Author : Candace Jones
language : en
Publisher: OUP Oxford
Release Date : 2015-07-23
The Oxford Handbook Of Creative Industries written by Candace Jones and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-23 with Business & Economics categories.
The Oxford Handbook of Creative Industries is a reference work, bringing together many of the world's leading scholars in the application of creativity in economics, business and management, law, policy studies, organization studies, and psychology. Creative industries research has become a regular theme in academic journals and conferences across these subjects and is also an important agenda for governments throughout the world, while business people from established companies and entrepreneurs revaluate and innovate their models in creative industries. The Handbook is organized into four parts: Following the editors' introduction, Part One on Creativity includes individual creativity and how this scales up to teams, social networks, cities, and labour markets. Part Two addresses Generating and Appropriating Value from Creativity, as achieved by agents and organizations, such as entrepreneurs, stars and markets for symbolic goods, and considers how performance is measured in the creative industries. Part Three covers the mechanics of Managing and Organizing Creative Industries, with chapters on the role of brokerage and mediation in creative industry networks, disintermediation and glocalisation due to digital technology, the management of project-based organzations in creative industries, organizing events in creative fields, project ecologies, Global Production Networks, genres and classification and sunk costs and dynamics of creative industries. Part Four on Creative Industries, Culture and the Economy offers chapters on cultural change and entrepreneurship, on development, on copyright, economic spillovers and government policy. This authoritative collection is the most comprehensive source of the state of knowledge in the increasingly important field of creative industries research. Covering emerging economies and new technologies, it will be of interest to scholars and students of the arts, business, innovation, and policy.
Handbook Of Research Methods On Creativity
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Author : Viktor Dörfler
language : en
Publisher: Edward Elgar Publishing
Release Date : 2020-07-31
Handbook Of Research Methods On Creativity written by Viktor Dörfler and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-31 with Business & Economics categories.
This Handbook offers an insightful journey through the landscape of research methods used to study the phenomenon of creativity. Offering a methodological panorama for the global community of creativity researchers, contributors provide markers and waypoints to better orient scholars and encourage reflection on how one might produce exceptional research on the burgeoning field of creativity.
Critical Conversations In Teacher Education
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Author : Helen Stokes
language : en
Publisher: Emerald Group Publishing
Release Date : 2025-05-26
Critical Conversations In Teacher Education written by Helen Stokes and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-26 with Education categories.
Drawing on research conducted broadly in the Australian educational space, chapter authors discuss the areas of culturally responsive practice, AI, climate change, classroom environments, micro credentials, and teacher retention.
Handbook Of Graphs And Networks In People Analytics
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Author : Keith McNulty
language : en
Publisher: CRC Press
Release Date : 2022-06-19
Handbook Of Graphs And Networks In People Analytics written by Keith McNulty and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-19 with Business & Economics categories.
Handbook of Graphs and Networks in People Analytics: With Examples in R and Python covers the theory and practical implementation of graph methods in R and Python for the analysis of people and organizational networks. Starting with an overview of the origins of graph theory and its current applications in the social sciences, the book proceeds to give in-depth technical instruction on how to construct and store graphs from data, how to visualize those graphs compellingly and how to convert common data structures into graph-friendly form. The book explores critical elements of network analysis in detail, including the measurement of distance and centrality, the detection of communities and cliques, and the analysis of assortativity and similarity. An extension chapter offers an introduction to graph database technologies. Real data sets from various research contexts are used for both instruction and for end of chapter practice exercises and a final chapter contains data sets and exercises ideal for larger personal or group projects of varying difficulty level. Key features: Immediately implementable code, with extensive and varied illustrations of graph variants and layouts. Examples and exercises across a variety of real-life contexts including business, politics, education, social media and crime investigation. Dedicated chapter on graph visualization methods. Practical walkthroughs of common methodological uses: finding influential actors in groups, discovering hidden community structures, facilitating diverse interaction in organizations, detecting political alignment, determining what influences connection and attachment. Various downloadable data sets for use both in class and individual learning projects. Final chapter dedicated to individual or group project examples.
The Handbook Of Marketing Research
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Author : Rajiv Grover
language : en
Publisher: SAGE Publications
Release Date : 2006-06-23
The Handbook Of Marketing Research written by Rajiv Grover and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-06-23 with Business & Economics categories.
CHOICE MAGAZINE Outstanding Academic Title for 2007 "In addition to discussing relevant content, the various contributors to the book are excellent communicators. Sentences are clear, paragraphs are coherent, and chapters fulfill the promise of their introductions, and readers will benefit from the diagrams, figures, and charts that are used to enhance the text. I enjoyed reading this book and recommend it highly. This book will be of particular interest to advanced students, academics, and practitioners. Although statistical background is necessary to comprehend the advanced analytical techniques, most readers are likely to benefit from the overviews provided in this well-written book." —Guldem Gokcek, JOURNAL OF MARKETING The Handbook of Marketing Research: Uses, Misuses, and Future Advances comprehensively explores the approaches for delivering market insights for fact-based decision making in a market-oriented firm. Divided into four parts, the Handbook addresses (1) the different nuances of delivering insights; (2) quantitative, qualitative, and online data gathering techniques; (3) basic and advanced data analysis methods; and (4) the substantial marketing issues that clients are interested in resolving through marketing research. Key Features: Appeals to users as well as suppliers of marketing research: Comprehensive topics in marketing research (such as philosophy, techniques, and applications) are delivered in a reader-friendly, applications-oriented, and non-mathematical fashion. Covers many cutting-edge techniques of data collection and analysis: Traditional quantitative techniques, innovative qualitative techniques, and emerging online methods are presented. Provides a broad range of current ideas and applications: The contributors address models of the impact of marketing mix variables, segmentation, brand equity, satisfaction, customer lifetime value, and marketing ROI. Chapters on international marketing research and marketing management support systems are also included.