Fullstack D3 And Data Visualization

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Fullstack D3 And Data Visualization

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Author : Amelia Wattenberger
language : en
Publisher: Fullstack.IO
Release Date : 2019-02

Fullstack D3 And Data Visualization written by Amelia Wattenberger and has been published by Fullstack.IO this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02 with Computers categories.

Build beautiful data visualizations with D3 The Fullstack D3 book is the complete guide to D3. With dozens of code examples showing each step, you can gain new insights into your data by creating visualizations. Learn how to quickly turn data into insights with D3 We have the data. But it needs to be understood by humans. The best way to convert this data into an understandable format is to mold it into a data visualization. And D3 is the best tool for job if you need to create custom data visualizations. With Fullstack D3 and Data Visualization you and your team will be able to share key insights, uncover problems before they start, and impress your boss by creating gorgeous visualizations. What's Inside Chapter 0: Introduction When would you want to use D3.js? There is a spectrum of libraries to create charts on the web: on one end, you have easy-to-use, basic libraries that will create a standard chart type. Chapter 1: Making your first chart In this chapter we make a line chart. Line charts are a great starting place because of their popularity, but also because of their simplicity. Chapter 2: Making a scatterplot When looking at the relationship between two metrics, a scatterplot is a good choice. In this chapter we show how to create a scatterplot. Chapter 3: Making a bar chart In this chapter we cover how to create a histogram, which is a bar chart that shows the distribution of one metric, with the metric values on the x axis and the frequency of values on the y axis. Chapter 4: Animations and Transitions When we update our charts, we can animate elements from their old to their new positions. These animations can be visually exciting, but more importantly, they have functional benefits. Chapter 5: Interactions The biggest advantage of creating charts with JavaScript is the ability to respond to user input. Chapter 6: Making a map Maps are also uniquely good at answering geography-based questions. In this chapter, we'll build a map and learn how to plot values within a location. Chapter 7: Data Visualization Basics Now that we're comfortable with how to create a chart, we should zoom out a bit and talk about what chart to create. Chapter 8: Common Charts In this chapter, we talk about common chart types and when to use them. Chapter 9: Dashboard Design A dashboard is any web interface that makes sense out of dynamic data, and in this chapter we learn how to make one. Chapter 10: Advanced Visualization: Marginal Histogram First, we'll focus on enhancing a chart we've already made: our scatter plot. This chart will have multiple goals, all exploring the daily temperature ranges in our weather dataset. Chapter 11: Advanced Visualization: Radial Weather Chart We talked about radar charts in Chapter 10. For this project, we'll build a more complex radar chart. Chapter 12: Advanced Visualization: Animated Sankey Diagram In this project, we'll be simulating real data and creating an animated diagram to engage our viewers. Chapter 13: D3 and React What's the best way to draw a chart within React? It turns out that there is a fair bit of overlap in functionality between a React and D3 - we'll discuss how we can create blazing fast charts using the two together. Chapter 14: D3 and Angular In this chapter we show how to create optimized SVG charts using D3 and Angular.

D3 Js In Action Third Edition

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Author : Elijah Meeks
language : en
Publisher: Simon and Schuster
Release Date : 2024-07-30

D3 Js In Action Third Edition written by Elijah Meeks and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-30 with Computers categories.

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.

Better Data Visualizations

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Author : Jonathan Schwabish
language : en
Publisher: Columbia University Press
Release Date : 2021-02-09

Better Data Visualizations written by Jonathan Schwabish and has been published by Columbia University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-09 with Computers categories.

Now more than ever, content must be visual if it is to travel far. Readers everywhere are overwhelmed with a flow of data, news, and text. Visuals can cut through the noise and make it easier for readers to recognize and recall information. Yet many researchers were never taught how to present their work visually. This book details essential strategies to create more effective data visualizations. Jonathan Schwabish walks readers through the steps of creating better graphs and how to move beyond simple line, bar, and pie charts. Through more than five hundred examples, he demonstrates the do’s and don’ts of data visualization, the principles of visual perception, and how to make subjective style decisions around a chart’s design. Schwabish surveys more than eighty visualization types, from histograms to horizon charts, ridgeline plots to choropleth maps, and explains how each has its place in the visual toolkit. It might seem intimidating, but everyone can learn how to create compelling, effective data visualizations. This book will guide you as you define your audience and goals, choose the graph that best fits for your data, and clearly communicate your message.

Full Stack Fastapi React And Mongodb

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Author : Marko Aleksendric
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-09-23

Full Stack Fastapi React And Mongodb written by Marko Aleksendric and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-23 with Computers categories.

Wield the power of Python, React, and MongoDB to build web and data applications quickly and broaden your web development horizons Key FeaturesLearn how to build web applications without having to know the intricacies of the componentsBuild full stack projects without compromising on development speed and app performancePrepare yourself for the diverse world of web development, analytics, and data visualizationBook Description If you need to develop web applications quickly, where do you turn? Enter the FARM stack. The FARM stack combines the power of the Python ecosystem with REST and MongoDB and makes building web applications easy and fast. This book is a fast-paced, concise, and hands-on beginner's guide that will equip you with the skills you need to quickly build web applications by diving just deep enough into the intricacies of the stack's components. The book quickly introduces each element of the stack and then helps you merge them to build a medium-sized web application. You'll set up a document store with MongoDB, build a simple API with FastAPI, and create an application with React. Security is crucial on the web, so you'll learn about authentication and authorization with JSON Web Tokens. You'll also understand how to optimize images, cache responses with Redis, and add additional features to your application as well as explore tips, tricks, and best practices to make your development experience a breeze. Before you know it, you'll be deploying the application to different platforms. By the end of this book, you will have built a couple of functional applications efficiently and will have the springboard you need to delve into diverse and more specialized domains. What you will learnDiscover the flexibility of the FARM stackImplement complete JWT authentication with FastAPIExplore the various Python drivers for MongoDBDiscover the problems that React libraries solveBuild simple and medium web applications with the FARM stackDive into server-side rendering with Next.jsDeploy your app with Heroku, Vercel, Ubuntu Server and NetlifyUnderstand how to deploy and cache a FastAPI backendWho this book is for This book is for web developers and analysts who want to include the power of a modern asynchronous Python framework, a flexible data store and a powerful UI library with the combination of two of the most important programming languages today in their web development toolkit. Beginners in the field of information presentation will also find this book helpful. You must have a beginner-level understanding of Python, JavaScript, and HTML and CSS to get the most out of this book.

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Author : 強納森．史瓦比斯
language : zh-CN
Publisher: 三采文化股份有限公司
Release Date : 2023-08-04

written by 強納森．史瓦比斯 and has been published by 三采文化股份有限公司 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-04 with Business & Economics categories.

《雜訊》、《Google必修的圖表簡報術》、《視覺設計大師的數據溝通聖經》、《圓之書：知識發展的球狀視覺史》作者，前美國首席資料科學家、「用數據看世界」網站負責人 重磅推薦 從常見到進階圖表，此書為各種數據溝通和傳達提供靈感！ 【內容簡介】 ◤很棒的權威指南，非常實用！ ──凱斯．桑思坦，《雜訊》作者 ◤針對大量圖表類型提供實用建議的指南。 ──阿爾貝托．開羅，《視覺設計大師的數據溝通聖經》作者 ◤不可或缺的指南，幫助你展現出清晰且奪目的作品。 ──帕蒂爾，前美國首席資料科學家 ◤囊括基礎知識躍進至當今視覺化領域的所有技術與方法。 ──馬克斯．羅瑟，「用數據看世界」網站負責人 ◤在快速發展的資料視覺化領域中建立重要基礎的寶貴資源。 ──曼努埃爾．利馬，《圓之書：知識發展的球狀視覺史》作者 ◤收錄了各種精彩而多樣的視覺化作品，就像一本令人愉快閱讀的圖表百科全書。 ──柯爾．諾瑟鮑姆．娜菲克，《Google必修的圖表簡報術》作者 ▁▂▃▄▅▆▇▇▆▅▄▃▂▁ 當今世界充斥著海量資料、新聞和文字，令人目不暇給。客戶、同事，政策制定人員、決策人員和感興趣的讀者都淹沒在資訊流裡，唯有視覺化設計能從中突圍。 本書作者為美國聯邦政府經濟學家，意識到資料呈現的重要性不下於資料本身，從而開始研究資料視覺化並深受啟發，成為資料視覺化專家。擁有豐富的產、官、學實務經驗的他，將引導你走進圖表設計的科學與藝術，超越死板的傳統圖表，展開一場豐富深刻的設計與溝通之旅。 本書收錄500多個範例，界定和討論80多張圖表，並將其歸類成8大類別，幫助讀者了解各圖表如何運作及其優缺點。 • 8大類別→比較、時間、分布、地理空間、關係、局部對整體、質化資料與表格 • 80多種圖表類型→馬賽克圖、凹凸圖、脊線圖、面量圖、弧形圖、旭日圖…… • 500多個範例→收錄數百個清晰、優雅且多元的視覺化作品，提供無限靈感 ▇▆▅▄▃▂▁▁▂▃▄▅▆▇ 全面、仔細地協助你建立視覺化圖表基礎與進階技巧 │選擇適合目的和目標的圖表類型： • 從基本原則開始，詳細介紹各種視覺化類型。 • 了解不同圖表（例如直方圖、面量圖、散布圖等）的用途和特點。 │探索圖表呈現方式： • 學習如何在圖表中善用顏色、字型和排版等設計元素。 • 嘗試不同設計風格和配置，創造更吸睛的視覺效果。 │增加圖表的可讀性和理解性： • 學習如何使用視覺元素（例如標題、解釋文字、灰底等）來強調關鍵訊息。 • 了解視覺處理與感知順序，突顯資料的視覺特性。 │提高圖表的可信度和說服力： • 了解平均數、標準差、相關性、最佳適配線、統計不確定性等概念。 • 學習如何正確解讀數據並呈現結果。 │提升個人、組織、品牌風格的辨識度與特色： • 學習如何選擇元素，比如字型、顏色、線寬、網格線等。 • 提供風格體例指南，協助打造自身風格與特色。 這些技巧將幫助你在製作圖表時選擇最適合的設計和呈現，使圖表不僅美觀，更能有效傳達資訊和數據。 無論你是學生、研究員、專家學者、數據分析師、資料科學家、媒體工作者、市場營銷專家、政策制定者還是業務決策者，這本《資料視覺化圖表全書》都將成為必備工具。

Data Engineering For Cloud Applications Leveraging Full Stack Skills For Scalable Solutions

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Author : AKASH BALAJI MALI PROF. (DR.) SUDEEPT SINGH YADAV
language : en
Publisher: DeepMisti Publication
Release Date :

Data Engineering For Cloud Applications Leveraging Full Stack Skills For Scalable Solutions written by AKASH BALAJI MALI PROF. (DR.) SUDEEPT SINGH YADAV and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

In the rapidly evolving world of cloud computing, data engineering plays a pivotal role in building scalable, efficient, and resilient applications. As organizations move their infrastructures to the cloud, the demand for professionals who can design, manage, and optimize data pipelines has surged. "Data Engineering for Cloud Applications: Leveraging Full-Stack Skills for Scalable Solutions" aims to bridge the gap between traditional data engineering practices and the modern demands of cloud-native environments. This book is written for developers, engineers, and architects who want to harness the power of cloud platforms while leveraging their full-stack skills to create scalable, high-performance applications. The integration of cloud technologies such as AWS, Azure, and Google Cloud with data engineering practices enables organizations to manage vast amounts of data effectively, streamline their workflows, and enhance decision-making capabilities. Through practical insights, hands-on examples, and industry best practices, this book guides you through the entire data engineering lifecycle in the cloud, from ingestion to processing and storage. Emphasis is placed on optimizing data flows, reducing latency, and maintaining data integrity across distributed systems. Whether you're working with relational databases, NoSQL systems, or big data solutions, this book offers the tools and techniques necessary to build applications that scale with your business needs. Moreover, this book highlights the synergy between cloud architecture and full-stack development, demonstrating how data engineers can collaborate with front-end and back-end developers to create end-to-end solutions. By the end, you will have a deep understanding of cloud data engineering, allowing you to design robust, scalable solutions that meet the demands of modern businesses in an increasingly data-driven world. Thank you for embarking on this journey with us. Authors

Learning D3 Js Data Visualization

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Author : AEndrew Rininsland
language : en
Publisher:
Release Date : 2016

Learning D3 Js Data Visualization written by AEndrew Rininsland and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Computers categories.

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

Data Visualization With D3 Js

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Author : Scott Murray
language : en
Publisher:
Release Date : 2013

Data Visualization With D3 Js written by Scott Murray and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Interactive computer graphics categories.

This book is a mini tutorial with plenty of code examples and strategies to give you many options when building your own visualizations.This book is ideal for anyone interested in data visualization. Some rudimentary knowledge of JavaScript is required.

Mastering D3 Js

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Author : Pablo Navarro Castillo
language : en
Publisher: Packt Publishing Ltd
Release Date : 2014-08-25

Mastering D3 Js written by Pablo Navarro Castillo and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-25 with Computers categories.

If you are a software developer working with data visualizations and want to build complex data visualizations, this book is for you. Basic knowledge of D3 framework is expected. With real-world examples, you will learn how to structure your applications to create enterprise-level charts and interactive dashboards.

D3 Js 4 X Data Visualization

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Author : Ændrew Rininsland
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-04-28

D3 Js 4 X Data Visualization written by Ændrew Rininsland and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-28 with Computers categories.

Create and publish your own interactive and compelling data visualizations with D3.js 4.x About This Book Build interactive and rich graphics and visualization using JavaScript`s powerful library D3.js Learn D3 from the ground up, using the all-new version 4 of the library Gain insight into producing high-quality, extensible charts and visualizations using best practices such as writing testable, extensible code and strong typing Who This Book Is For This book is for web developers, interactive news developers, data scientists, and anyone interested in representing data through interactive visualizations on the Web with D3. Some basic knowledge of JavaScript is expected, but no prior experience with data visualization or D3 is required to follow this book. What You Will Learn Map data to visual elements using D3's scales Draw SVG elements using D3's shape generators Transform data using D3's collection methods Use D3's various layout patterns to quickly generate various common types of chart Write modern JavaScript using ES2017 and Babel Explore the basics of unit testing D3 visualizations using Mocha and Chai Write and deploy a simple Node.js web service to render charts via HTML Canvas Understand what makes a good data visualization and how to use the tools at your disposal to create accurate charts In Detail Want to get started with impressive interactive visualizations and implement them in your daily tasks? This book offers the perfect solution-D3.js. It has emerged as the most popular tool for data visualization. This book will teach you how to implement the features of the latest version of D3 while writing JavaScript using the newest tools and technique You will start by setting up the D3 environment and making your first basic bar chart. You will then build stunning SVG and Canvas-based data visualizations while writing testable, extensible code,as accurate and informative as it is visually stimulating. Step-by-step examples walk you through creating, integrating, and debugging different types of visualization and will have you building basic visualizations (such as bar, line, and scatter graphs) in no time. By the end of this book, you will have mastered the techniques necessary to successfully visualize data and will be ready to use D3 to transform any data into an engaging and sophisticated visualization. Style and approach This book follows a tutorial-based approach in teaching the world's most powerful data visualization library, D3.