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RStudio for R Statistical Computing Cookbook

You're reading from   RStudio for R Statistical Computing Cookbook Over 50 practical and useful recipes to help you perform data analysis with R by unleashing every native RStudio feature

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Product type Paperback
Published in Apr 2016
Publisher
ISBN-13 9781784391034
Length 246 pages
Edition 1st Edition
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Author (1):
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Andrea Cirillo Andrea Cirillo
Author Profile Icon Andrea Cirillo
Andrea Cirillo
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Table of Contents (10) Chapters Close

Preface 1. Acquiring Data for Your Project 2. Preparing for Analysis – Data Cleansing and Manipulation FREE CHAPTER 3. Basic Visualization Techniques 4. Advanced and Interactive Visualization 5. Power Programming with R 6. Domain-specific Applications 7. Developing Static Reports 8. Dynamic Reporting and Web Application Development Index

Chapter 2. Preparing for Analysis – Data Cleansing and Manipulation

In this chapter, we will cover the following topics:

  • Getting a sense of your data structure with R
  • Preparing your data for analysis with the tidyr package
  • Detecting missing values
  • Substituting missing values by interpolation
  • Detecting and removing outliers
  • Performing data filtering activities
You have been reading a chapter from
RStudio for R Statistical Computing Cookbook
Published in: Apr 2016
Publisher:
ISBN-13: 9781784391034
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