
Sách gia công, Bìa mềm
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.
Thể loại:Computers - Computer Science
Năm:2021
In lần thứ:2
Nhà xuát bản:Apress
Ngôn ngữ:english
Trang:278