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D3.js数据可视化实战手册 by Posts & Telecom Press,Nick Zhu Pdf
超过70多种创建动态数据可视化的方案! Key Features 超过70多种创建动态数据可视化的方案 文字简洁,易于读者理解 精挑细选,关注最重要的任务和问题 细心组织,提供高效的问题解决方案 讲解透彻,清晰解读每个操作步骤 举一反三,将解决方案应用到其他场景 Book Description如今这个互联网时代,人们每天都生产海量的数据,如果直接面对这些数据,可能让人无从下手。将数据可视化,用形象立体的形式将其展现,有利于分析其中的关联,攫取可能存在的商业机会。本书意图通过大量的示例和代码,向读者讲述如何利用D3.js来实现数据可视化。只要读者了解JavaScript,就能完全掌握本书的内容。 本书一共13章,从如何搭建D3.js的开发环境开始,逐步介绍D3中的各种操作,包括选集、数据的初步处理、数据映射、坐标轴组件、动画过渡效果、SVG相关介绍、绘制图表、安排布局、可视化交互、力学模拟、制作地图和测试驱动。本书包含有大量的示例和代码,可以帮助读者充分理解书中讲述的每一个概念。本书最后的附录部分,介绍了另外两个 JavaScript 库,主要是关于三维制图和多维图表的。希望本书的内容能对读者理解和学习数据可视化有所帮助。What you will learn 搭建D3.js的开发环境 D3中的选集 数据的初步处理 数据映射 坐标轴组件 动画过渡效果 SVG相关介绍 绘制图表 安排布局 可视化交互 力学模拟 制作地图 测试驱动 Who this book is for 本书适合那些熟悉HTML、CSS和JavaScript的开发者,通过本书介绍的知识和案例,可以充分发挥D3可视化库的强大功能。本书也可以作为有经验的数据可视化开发者的一本案头工具书和快速参考指南。
D3 4.x数据可视化实战手册(第2版) by Posts & Telecom Press,Nick Zhu Pdf
Web可视化的佼佼者,强大社区的支持,提供65种基于D3 4.x最新特性的令人惊艳的数据可视化方案,创建你自己的力导向图吧! Key Features 通过大量的示例和代码进行讲解 利用JavaScript的最新特性,通过D3 4.x实现数据可视化 Book Description当今,我们的世界已经进入万物互联的时代,每天都会产生海量的数据,如果直接面对这些数据,可能让人无从下手。相反,如果将数据可视化,用形象生动的形式展现出来,不仅有利于分析其中的关联,还能攫取可能存在的商业机会。本书旨在通过大量的示例和代码,向读者讲述如何利用D3 4.x来实现数据可视化。只要读者了解JavaScript,就能完全掌握本书的内容。 本书共13章,从如何搭建D3.js的开发环境开始,逐步介绍D3中的各种操作,其中包括选集、数据的初步处理、数据映射、坐标轴组件、动画过渡效果、SVG相关介绍、绘制图表、安排布局、可视化交互、力学模拟、制作地图和测试驱动。为了帮助读者理解这些丰富的概念,本书提供了大量的示例和代码。最后,在附录部分,为读者介绍了另外两个JavaScript库,主要是关于三维制图和多维图表的。 如果读者是一名熟悉HTML、CSS、JavaScript的开发人员或架构师,并且希望了解D3的大部分知识,那么本书将非常合适。本书还可作为资深的D3数据可视化程序开发人员的快速参考指南。What you will learn 深入了解D3基础知识和惯用语法; 使用D3加载、处理数据并将其映射为网页支持的各种图形; 创建数据驱动的动态图形,使其随着数据的变化而动态更新; 利用D3提供的各种布局来创建精致、动态和交互式的图表和图形; 在可视化项目中创建数据驱动的过渡和动画; 理解和利用更多高级概念,如力、触摸和地理数据可视化。 Who this book is for 本书适合那些熟悉HTML、CSS和JavaScript的开发者,通过本书介绍的知识和案例,可以充分发挥D3可视化库的强大功能。本书也可以作为有经验的数据可视化开发者的一本案头工具书和快速参考指南。
数据科学实战手册 by Posts & Telecom Press,Tony Ojeda,Sean Patrick Murphy,Bengfort Benjamin Pdf
基于R和Python的数据科学项目案例集锦,数据分析师、数据挖掘工程师、数据科学家必读 Key Features 手把手的案例解析 一边实践一边学习 基于R和Python的数据科学项目案例集锦 涵盖基于数据科学的所有要素 Book Description这本书是基于R和Python的数据科学项目案例集锦,内容涵盖了基于数据科学的所有要素,包括数据采集、处理、清洗、分析、建模、可视化以及数据产品的搭建。案例包含了汽车数据分析、股票市场建模、社交网络分析、推荐系统、地理信息分析,以及Python代码的计算优化。通过手把手的案例解析,令读者知其然并知其所以然。业界的数据分析师、数据挖掘工程师、数据科学家都可以读一读。想要了解实际工作中如何用数据产生价值的在校学生,或者对数据科学感兴趣的人也值得一读。What you will learn 数据采集 数据处理 数据清洗 数据分析 数据建模 数据可视化 数据产品的搭建 Who this book is for 这本书是基于R和Python的数据科学项目案例集锦。业界的数据分析师、数据挖掘工程师、数据科学家都可以读一读。想要了解实际工作中如何用数据产生价值的在校学生,或者对数据科学感兴趣的人也值得一读。
Summary D3.js in Action, Second Edition is completely revised and updated for D3 v4 and ES6. It's a practical tutorial for creating interactive graphics and data-driven applications using D3. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Visualizing complex data is hard. Visualizing complex data on the web is darn near impossible without D3.js. D3 is a JavaScript library that provides a simple but powerful data visualization API over HTML, CSS, and SVG. Start with a structure, dataset, or algorithm; mix in D3; and you can programmatically generate static, animated, or interactive images that scale to any screen or browser. It's easy, and after a little practice, you'll be blown away by how beautiful your results can be! About the Book D3.js in Action, Second Edition is a completely updated revision of Manning's bestselling guide to data visualization with D3. You'll explore dozens of real-world examples, including force and network diagrams, workflow illustrations, geospatial constructions, and more. Along the way, you'll pick up best practices for building interactive graphics, animations, and live data representations. You'll also step through a fully interactive application created with D3 and React. What's Inside Updated for D3 v4 and ES6 Reusable layouts and components Geospatial data visualizations Mixed-mode rendering About the Reader Suitable for web developers with HTML, CSS, and JavaScript skills. No specialized data science skills required. About the Author Elijah Meeks is a senior data visualization engineer at Netflix. Table of Contents PART 1 - D3.JS FUNDAMENTALS An introduction to D3.js Information visualization data flow Data-driven design and interaction Chart components Layouts PART 2 - COMPLEX DATA VISUALIZATION Hierarchical visualization Network visualization Geospatial information visualization PART 3 - ADVANCED TECHNIQUES Interactive applications with React and D3 Writing layouts and components Mixed mode rendering
Explore the power of D3.js 5 and its integration with web technologies for building rich and interactive data visualization solutions Key FeaturesExplore the latest D3.js 5 for creating charts, plots, and force-directed graphicsPractical guide for creating interactive graphics and data-driven apps with JavaScriptBuild Real-time visualization and transition on web using SVG with D3.jsBook Description This book is a practical hands-on introduction to D3 (Data-driven Documents): the most popular open-source JavaScript library for creating interactive web-based data visualizations. Based entirely on open web standards, D3 provides an integrated collection of tools for efficiently binding data to graphical elements. If you have basic knowledge of HTML, CSS and JavaScript you can use D3.js to create beautiful interactive web-based data visualizations. D3 is not a charting library. It doesn’t contain any pre-defined chart types, but can be used to create whatever visual representations of data you can imagine. The goal of this book is to introduce D3 and provide a learning path so that you obtain a solid understanding of its fundamental concepts, learn to use most of its modules and functions, and gain enough experience to create your own D3 visualizations. You will learn how to create bar, line, pie and scatter charts, trees, dendograms, treemaps, circle packs, chord/ribbon diagrams, sankey diagrams, animated network diagrams, and maps using different geographical projections. Fundamental concepts are explained in each chapter and then applied to a larger example in step-by-step tutorials, complete with full code, from hundreds of examples you can download and run. This book covers D3 version 5 and is based on ES2015 JavaScript. What you will learnLearn to use D3.js version 5 and web standards to create beautiful interactive data-driven visualizations for the webBind data to DOM elements, applying different scales, color schemes and configuring smooth animated transitions for data updatesGenerate data structures and layouts for many popular chart formats Apply interactive behaviors to any chartCreate thematic maps based on GIS data using different geographical projections with interactive behaviors Load, parse and transform data from JSON and CSV formatsWho this book is for The book is intended for web developers, web designers, data scientists, artists, and any developer who wish to create interactive data visualization for the Web using D3. The book assumes basic knowledge of HTML, CSs, and JavaScript.
D3.js in Action, Third Edition by Elijah Meeks,Anne-Marie Dufour Pdf
Create stunning web-based data visualizations with D3.js. This totally-revised new edition of D3.js in Action guides you from simple charts to powerful interactive graphics. In D3.js in Action, Third Edition you will learn how to: Set up a local development environment for D3 Include D3 in web development projects, including Node-based web apps Select and append DOM elements Size and position elements on screen Assemble components and layouts into creative data visualizations D3.js in Action, Third Edition teaches you how to create an extensive portfolio of visualizations, interactive graphics, and data-driven applications using D3.js. This third edition is fully updated to the latest version of D3. It also contains new coverage of the essential aspects of modern digital visualizations. Brand new chapters dive into interactive visualizations, provide new strategies for responsiveness in web-based dataviz, and demonstrate how to improve accessibility. About the technology D3.js is the powerful JavaScript library behind the most innovative and sophisticated data visualizations on the web today. It provides a simple but powerful data visualization API over HTML, CSS, SVG, and Canvas. Start with a structure, dataset, or algorithm. Mix in D3, and you can programmatically generate static, animated, or interactive images that scale to any screen or browser. You'll be blown away by how beautiful your results can be! About the book D3.js in Action, Third Edition is an extensive update to Manning's bestselling guide to data visualization. It smoothes the steep learning curve of D3.js, helping you gradually progress through fundamental concepts until you can build any visualization you can imagine! You’ll assemble an impressive portfolio, from simple bar charts to intricate networks and maps. Along the way, you'll pick up best practices for building interactive graphics, animations, and integrating your work into frontend development frameworks like React and Svelte. About the reader Suitable for web developers with HTML, CSS, and JavaScript skills. No specialized data science skills required. About the author Elijah Meeks is a co-founder and Chief Innovation Officer of Noteable, a startup focused on evolving how we analyze and communicate data. He is known for his pioneering work while at Stanford, where he was the technical lead for acclaimed works like ORBIS and Kindred Britain, as well as being Netflix's first Senior Data Visualization Engineer. Anne-Marie Dufour is a data visualization developer with a background in computation fluid dynamics and mechanical engineering. She loves breaking down complex subjects into digestible and applicable bits.
Summary D3.js in Action is a practical tutorial for creating interactive graphics and data-driven applications using D3.js. You'll start with in-depth explanations of D3's out-of-the-box layouts, along with dozens of practical use cases that align with different types of visualizations. Then, you'll explore practical techniques for content creation, animation, and representing dynamic data—including interactive graphics and data streamed live over the web. The final chapters show you how to use D3's rich interaction model as the foundation for a complete web application. In the end, you'll be ready to integrate D3.js into your web development process and transform any site into a more engaging and sophisticated user experience. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology D3.js is a JavaScript library that allows data to be represented graphically on a web page. Because it uses the broadly supported SVG standard, D3 allows you to create scalable graphs for any modern browser. You start with a structure, dataset, or algorithm and programmatically generate static, interactive, or animated images that responsively scale to any screen. About the Book D3.js in Action introduces you to the most powerful web data visualization library available and shows you how to use it to build interactive graphics and data-driven applications. You'll start with dozens of practical use cases that align with different types of charts, networks, and maps using D3's out-of-the-box layouts. Then, you'll explore practical techniques for content design, animation, and representation of dynamic data—including interactive graphics and live streaming data. What's Inside Interacting with vector graphics Expressive data visualization Creating rich mapping applications Prepping your data Complete data-driven web apps in D3 Readers need basic HTML, CSS, and JavaScript skills. No experience with D3 or SVG is required. About the Author Elijah Meeks is a senior data visualization engineer at Netflix. His D3.js portfolio includes work at Stanford University and with well-known companies worldwide. Table of Contents PART 1 D3.JS FUNDAMENTALS An introduction to D3.js Information visualization data flow Data-driven design and interaction PART 2 THE PILLARS OF INFORMATION VISUALIZATION Chart components Layouts Network visualization Geospatial information visualization Traditional DOM manipulation with D3 PART 3 ADVANCED TECHNIQUES Composing interactive applications Writing layouts and components Big data visualization D3.js on mobile (available online only)
D3.js in Action, Third Edition by Elijah Meeks Pdf
Create stunning web-based data visualizations with D3.js. This totally-revised new edition of D3.js in Action guides you from simple charts to powerful interactive graphics. Chapter-by-chapter you’ll assemble an impressive portfolio of visualizations—including intricate networks, maps, and even a complete customized visualization layout. Plus, you'll learn best practices for building interactive graphics, animations, and integrating your work into frontend development frameworks like React and Svelte. In D3.js in Action, Third Edition you will learn how to: Set up a local development environment for D3 Include D3 in web development projects, including Node-based web apps Select and append DOM elements Size and position elements on screen Assemble components and layouts into creative data visualizations D3.js in Action, Third Edition has been extensively revised for D3.js version 7, and modern best practices for web visualizations. Its brand new chapters dive into interactive visualizations, cover responsiveness for dataviz, and show you how you can improve accessibility. Foreword by Andy Kirk. About the technology With D3.js, you can create sophisticated infographics, charts, and interactive data visualizations using standard frontend tools like JavaScript, HTML, and CSS. Granting D3 its VIS Test of Time award, the IEEE credited this powerful library for bringing data visualization to the mainstream. You’ll be blown away by how beautiful your results can be! About the book D3.js in Action, Third Edition is a roadmap for creating brilliant and beautiful visualizations with D3.js. Like a gentle mentor, it guides you from basic charts all the way to advanced interactive visualizations like networks and maps. You’ll learn to build graphics, create animations, and set up mobile-friendly responsiveness. Each chapter contains a complete data visualization project to put your new skills into action. What's inside Fully revised for D3.js v7 Includes 12 complete projects Create data visualizations with SVG and canvas Combine D3 with React, Svelte, and Angular About the reader For web developers with HTML, CSS, and JavaScript skills. About the author Elijah Meeks was a data visualization pioneer at Stanford and the first Senior Data Visualization Engineer at Netflix. Anne-Marie Dufour is a Data Visualization Engineer. The technical editor on this book was Jon Borgman. Table of Contents PART 1 1 An introduction to D3.js 2 Manipulating the DOM 3 Working with data 4 Drawing lines, curves, and arcs 5 Pie and stack layouts 6 Visualizing distributions PART 2 7 Interactive visualizations 8 Integrating D3 in a frontend framework 9 Responsive visualizations 10 Accessible visualizations PART 3 11 Hierarchical visualizations 12 Network visualizations 13 Geospatial information visualizations PART 4 14 Creating a custom visualization 15 Rendering visualizations with Canvas Appendix A Appendix B Appendix C Appendix D Appendix E
Learning D3.js Data Visualization by AEndrew Rininsland,ndrew Rininsland,Swizec Teller Pdf
Inject new life into your data by creating compelling visualizations with d3.jsAbout This Book- Understand how to best represent your data by developing the right kind of visualization- Harness the power of D3 by building interactive and real-time data-driven web visualizations- This book will provide a strong foundation in designing compelling web visualizations with D3.jsWho This Book Is ForThis book is for web developers, data scientists, and anyone interested in representing data through interactive visualizations on the web with D3. Some basic JavaScript knowledge is expected, but no prior experience with data visualization or D3 is required to follow this book.What You Will Learn- Gain a solid understanding of the common D3 development idioms- Be able to input data, transform it, and output it as a visualization- Add simple effects and user interactions to a visualization- Find out how to write basic D3 code for server using Node.js- Automate testing visualizations using Mocha- Achieve fluency in ES2015, the most modern version of JavaScriptIn DetailD3 has emerged as one of the leading platforms to develop beautiful, interactive visualizations over the web. We begin by setting up a strong foundation, then build on this foundation book will take you through the entire world of reimagining data using interactive, animated visualizations created in D3.js.In addition to covering the various features of D3.js to build a wide range of visualizations, we also focus on the entire process of representing data through visualizations so that developers and those interested in data visualization will get the entire process right.We also include chapters that explore a wide range of visualizations through practical use cases. By the end of this book, you will have unlocked the mystery behind successful data visualizations and will be ready to use D3 to transform any data into a more engaging and sophisticated visualization.Style and approachThis book has comprehensive explanation on how to leverage the power of D3.js to create powerful and creative visualizations through step by step instruction
