Multidimensional Data Visualization

CiteSpace是一款著眼於分析科學分析中蘊含的潛在知識，並在科學計量學（Scientometric）、數據和信息可視化（Data and information visualization）背景下逐漸發展起來的一款引文可視化分析軟件。本書共8講，以CiteSpace所提供的功能模塊為主線，在前3講中對CiteSpace的基本情況從使用、下載、功能等方面進行概述，從第4講開始按照其提

Scholars from a range of disciplines interrogate terms relevant to critical studies of big data, from abuse and aggregate to visualization and vulnerability.This pathbreaking work offers an interdisci

數據可視化(Data Visualization)是借助於圖形化手段，清晰有效地傳達與溝通信息的重要技術，是數據加工和處理的基本方法之一，也是大數據開發與應用的最終環節和最重要的環節之一。它通過圖形、圖像、表格等技術更為直觀地表達數據，從而為發現數據的隱含規律提供技術手段，並輔助用戶分析數據，提供決策支撐服務。 本書共8章，第一章介紹數據可視化的基本概念、特徵、目標、作用，可視化的流程以及數據可

Learn to master basic programming tasks from scratch with real-life, scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to gain proficiency quickly. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving on to the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualization, this textbook also discusses the use of Jupyter Notebooks to build rich-media, shareable documents for scientific analysis. The second edition features a new chapter on data analysis with the pandas library and comprehensive updates, and new exercises and examples. A final chapter introduces more advanced topics such as floating-p

A leading data visualization expert explores the negative―and positive―influences that charts have on our perception of truth.Today, public conversations are increasingly driven by numbers. While char

Deep learning is revolutionizing how machine translation systems are built today. This book introduces the challenge of machine translation and evaluation - including historical, linguistic, and applied context -- then develops the core deep learning methods used for natural language applications. Code examples in Python give readers a hands-on blueprint for understanding and implementing their own machine translation systems. The book also provides extensive coverage of machine learning tricks, issues involved in handling various forms of data, model enhancements, and current challenges and methods for analysis and visualization. Summaries of the current research in the field make this a state-of-the-art textbook for undergraduate and graduate classes, as well as an essential reference for researchers and developers interested in other applications of neural methods in the broader field of human language processing.

This third edition capitalizes on the success of the previous editions and leverages the important advancements in visualization, data analysis, and sharing capabilities that have emerged in recent years. It serves as an accelerated guide to decision support designs for consultants, service professionals and students. This 'fast track' enables a ramping up of skills in Excel for those who may have never used it to reach a level of mastery that will allow them to integrate Excel with widely available associated applications, make use of intelligent data visualization and analysis techniques, automate activity through basic VBA designs, and develop easy-to-use interfaces for customizing use. The content of this edition has been completely restructured and revised, with updates that correspond with the latest versions of software and references to contemporary add-in development across platforms. It also features best practices in design and analytical consideration, including methodical

Technology entrepreneurship has been receiving growing importance as an effective instrument to promote national economic growth, both from empirical researchers and policymakers. India has emerged as the third largest base for high-tech start-ups in the world. Although there is a surge in start-up creation rates in India, little is known about factors required for these start-ups to survive, sustain and grow into large enterprises, particularly in the context of emerging economies like India. This book reviews the entrepreneurial, firm-specific and external environment-specific aspects that influence the key lifecycle stages of high-tech start-ups and identifies the key factors that influence each milestone. Existing literature in this subject has limited studies on the structure of the high-tech start-up sector and processes and strategies adapted by them. This book aims to address this gap, analyzing case studies and empirical data, and provides a multidimensional framework to under

Visual Analytics with Tableau is a complete journey in Tableau visualization for a non-technical business user. Readers can start from zero, connect their first data, and get right intro creating and

This book highlights the quantitative methods of data mining and information visualization and explores their use in relation to the films and writings of the Russian director, Dziga Vertov. The theor

A concise introduction to key computing skills for biologistsWhile biological data continues to grow exponentially in size and quality, many of today’s biologists are not trained adequately in the computing skills necessary for leveraging this information deluge. In Computing Skills for Biologists, Stefano Allesina and Madlen Wilmes present a valuable toolbox for the effective analysis of biological data.Based on the authors’ experiences teaching scientific computing at the University of Chicago, this textbook emphasizes the automation of repetitive tasks and the construction of pipelines for data organization, analysis, visualization, and publication. Stressing practice rather than theory, the book’s examples and exercises are drawn from actual biological data and solve cogent problems spanning the entire breadth of biological disciplines, including ecology, genetics, microbiology, and molecular biology. Beginners will benefit from the many examples explained step-by-step, while more

Power BI Data Analysis and Visualization provides a roadmap to vendor choices and highlights why Microsoft’s Power BI is a very viable, cost effective option for data visualization. The book covers th

Use Python's built-in features to create innovative graphics for data visualization and technical illustrations. This book goes beyond simple commands and libraries to explain how to not only display

Create compelling business infographics with SAS® and familiar office productivity tools.A picture is worth a thousand words, but what if there are a billion words? When analyzing big data, you need a

Visual communication shapes our perceptions and experiences of the world. This is not only a question of photographs or video, but also the design of websites, the use of data visualization software,

Advanced information technology infrastructure is increasingly being employed in the Earth sciences to provide researchers with efficient access to massive central databases and to integrate diversely formatted information from a variety of sources. These geoinformatics initiatives enable manipulation, modeling and visualization of data in a consistent way, and are helping to develop integrated Earth models at various scales, and from the near surface to the deep interior. This book uses a series of case studies to demonstrate computer and database use across the geosciences. Chapters are thematically grouped into sections that cover data collection and management; modeling and community computational codes; visualization and data representation; knowledge management and data integration; and web services and scientific workflows. Geoinformatics is a fascinating and accessible introduction to this emerging field for readers across the solid Earth sciences and an invaluable reference fo

Visual communication shapes our perceptions and experiences of the world. This is not only a question of photographs or video, but also the design of websites, the use of data visualization software,

An Introduction to Machine Learning in Finance, With Mathematical Background, Data Visualization, and R Nonparametric function estimation is an important part of machine learning, which is becoming in

This book combines the advantages of high-dimensional data visualization and machine learning in the context of identifying complex n-D data patterns. It vastly expands the class of reversible lossles

The software and networking industry is experiencing a rapid development and deployment of Network Functions Visualization (NFV) technology, in both enterprise and cloud data center networks. One of t

If you’re just getting started with Tableau software—or already know the basics—this practical book will take you to the next level for building compelling, interactive data visualization application

The book will discuss the significance of Visualization in Business Intelligence and Data Science Using Tableau. It will explore the power of statistics and data mining to help with the understanding

This book uses the discipline-specific, computational methods of the digital humanities to explore a constellation of rigorous case studies of modernist literature.From data mining and visualization t

This study examined the relationship between ethical leadership and multidimensional organizational citizenship behaviors (OCBs), specifically organization-targeted OCBs (OCBO) and individual-targeted OCBs (OCBI). In addition, the study examined the multiple mediating effects of selfefficacy, respect, and leader-member exchange (LMX) on the relationship between ethical leadership and OCBO, as well as the relationship between ethical leadership and OCBI. Through the application of a hierarchical linear model, an analysis of the results from 656 dyadic supervisor- subordinate data from 145 business units in Taiwan showed that both respect and LMX significantly mediated the ethical leadership-OCBO and -OCBI relationships. The implications of these results for theory and practice and directions for future research are also discussed.

Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, physics, engineering, and medicine. Current

Your indispensable guide to mastering the efficient use of D3.js in professional-standard data visualization projects. You will learn what data visualization is, how to work with it, and how to think

CiteSpace是一款著眼於分析科學分析中蘊含的潛在知識，並在科學計量學（Scientometric）、資料和資訊視覺化（Data and information visualization）背景下逐漸發展起來的一款引文視覺化分析軟體。本書共8講，以CiteSpace所提供的功能模組為主線，在前3講中對CiteSpace的基本情況從使用、下載、功能等方面進行概述，從第4講開始按照其提供的網路類型

Gain sharp insights into your data and solve real-world data science problems with R—from data munging to modeling and visualizationAbout This BookHandle your data with precision and care for optimal

QlikView Your Business is written as a comprehensive resource that teaches best practices for using QlikView for effective analysis and visualization of data. It quickly covers the basics of using the

If you want to understand your data using data visualization and don't know where to start, then this is the book for you. Whether you are a beginner or have years of experience, this book will help y

New to this edition•Descriptive Statistics--Chapters 2 and 3. We have significantly revised these chapters to incorporate new material on data visualization, best practices, and much more. Chapter 2 h

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. T

The outbreak of organised, violent peasant protests across the Chinese countryside from the late 1990s to the early 2000s has attracted much scholarly interest. In this study, An Chen endeavours to understand from these protests the question of the Chinese government's control in the countryside and the impact of this violent resistance on China's rural governance in the context of market liberalisation. Utilising extensive field research and data collected from surveys across rural China, the book provides an in-depth exploration of how rural governance in China has been transformed following two major tax reforms: the tax-for-fee reform of 2002–4, and the abolition of agricultural taxes (AAT) in 2005–6. In a multidimensional analysis which combines approaches from political science, economics, finance and sociology, Chen argues that private economic power has merged with political power in a way that has reshaped village governance in China, threatening to fundamentally change its po

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. T

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. T