Raw Data to Production App with R and Shiny: A Guided Example by Janet Dodo
English | 2022 | ISBN: N/A | ASIN: B0BRCQ26YD | 60 pages | EPUB | 0.14 Mb
R is a powerful programming language that shines best when used for exploratory data analysis, data cleaning, and presentation of a data narrative.
This book goes through the process of analyzing and constructing a data narrative starting with only a raw dataset. The thought process reflects the real-world process of analysis when starting from scratch. Each step will be explained alongside high quality R code from an R veteran and real data output.
This book is divided into three parts that parallel the places where analysis typically requires the most time: data cleaning, exploratory data analysis to develop insights, and production-quality presentation using an interactive Shiny application.
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