Pro Data Visualization Using R and JavaScript: Analyze and Visualize Key Data on the Web

Book Description

Use R 4, RStudio, Tidyverse, and Shiny to interrogate and analyze your data, and then use the D3 JavaScript library to format and display that data in an elegant, informative, and interactive way. You will learn how to gather data effectively, and also how to understand the philosophy and implementation of each type of chart, so as to be able to represent the results visually.

With the popularity of the R language, the art and practice of creating data visualizations is no longer the preserve of mathematicians, statisticians, or cartographers. As technology leaders, we can gather metrics around what we do and use data visualizations to communicate that information. Pro Data Visualization Using R and JavaScript combines the power of the R language with the simplicity and familiarity of JavaScript to display clear and informative data visualizations.

Gathering and analyzing empirical data is the key to truly understanding anything. We can track operational metrics to quantify the health of our products in production. We can track quality metrics of our projects, and even use our data to identify bad code. Visualizing this data allows anyone to read our analysis and easily get a deep understanding of the story the data tells. This book makes the R language approachable, and promotes the idea of data gathering and analysis mostly using web interfaces.

What You Will Learn

• Carry out data visualization using R and JavaScript
• Use RStudio for data visualization
• Harness Tidyverse data pipelines

Apply D3 and R Notebooks towards your data

• Work with the R Plumber API generator, Shiny, and more

Who This Book Is For

Programmers and data scientists/analysts who have some prior experience with R and JavaScript.

中文：

书名：使用R和JavaScript的专业数据可视化：分析和可视化Web上的关键数据

使用R4、RStudio、Tidyverse和SHILY来询问和分析您的数据，然后使用D3 JavaScript库以优雅、信息量大且交互的方式格式化和显示数据。你将学习如何有效地收集数据，以及如何理解每种图表的原理和实现，以便能够直观地表示结果。

随着R语言的流行，创建数据可视化的艺术和实践不再是数学家、统计学家或制图员的专属。作为技术领导者，我们可以围绕我们所做的工作收集指标，并使用数据可视化来传达这些信息。基于R和Java的Pro数据可视化它结合了R语言的强大功能和JavaScript的简洁性和熟悉性，以显示清晰和信息量大的数据可视化。

收集和分析经验数据是真正理解任何事情的关键。我们可以跟踪运营指标，以量化我们产品在生产中的健康状况。我们可以跟踪我们项目的质量指标，甚至可以使用我们的数据来识别错误代码。将这些数据可视化，任何人都可以阅读我们的分析，并轻松地深入了解数据所讲述的故事。这本书使R语言变得易懂，并提倡主要使用Web界面进行数据收集和分析的想法。

What You Will Learn

• 使用R和JavaScript实现数据可视化
• 使用RStudio实现数据可视化
• Harness Tidyverse data pipelines

将D3和R笔记本应用于您的数据

• 使用R Plbers API生成器、闪亮和更多

Who This Book Is For

程序员和数据科学家/分析师，他们以前有过一些R和JavaScript方面的经验。