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Data Wrangling with R

You're reading from Data Wrangling with R

Product type Book

Published in Feb 2023

Publisher Packt

ISBN-13 9781803235400

Pages 384 pages

Edition 1st Edition

Languages

Concepts

Author (1):

Gustavo R Santos

Table of Contents (21) Chapters

Preface

Part 1: Load and Explore Data

Chapter 1: Fundamentals of Data Wrangling

Chapter 2: Loading and Exploring Datasets

Chapter 3: Basic Data Visualization

Part 2: Data Wrangling

Chapter 4: Working with Strings

Chapter 5: Working with Numbers

Chapter 6: Working with Date and Time Objects

Chapter 7: Transformations with Base R

Chapter 8: Transformations with Tidyverse Libraries

Chapter 9: Exploratory Data Analysis

Part 3: Data Visualization

Chapter 10: Introduction to ggplot2

Chapter 11: Enhanced Visualizations with ggplot2

Chapter 12: Other Data Visualization Options

Part 4: Modeling

Chapter 13: Building a Model with R

Chapter 14: Build an Application with Shiny in R

Conclusion

Other Books You May Enjoy

Further reading

Pair plots using GGally: https://tinyurl.com/34zv2feh
corrplot introduction: https://tinyurl.com/4sybeaty
Dataset: https://github.com/fivethirtyeight/data/tree/master/college-majors
GitHub page with code for this chapter: https://tinyurl.com/8b7jj28f

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Authors (1)

Gustavo R Santos

Gustavo R Santos has worked in the Technology Industry for 13 years, improving processes, and analyzing datasets and creating dashboards. Since 2020, he has been working as a Data Scientist in the retail industry, wrangling, analyzing, visualizing and modeling data with the most modern tools like R, Python and Databricks. Gustavo also gives lectures from time to time at an online school about Data Science concepts. He has a background in Marketing, is certified as Data Scientist by the Data Science Academy Brazil and pursues his specialist MBA in Data Science at the University of São Paulo

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