Exploratory Data Analysis In R Book
Overview
Here you will find a companion book for Exploratory Data Analysis in R Workshops prepared by the staff of the Data Science Institute
The links below take you to the GitHub repository for the associated workshop.
Diagnosing like a data doctor
Chapter summary
Exploring a novel data set and produce publication quality tables and reports
Exploring like a data adventurer
Chapter summary
Exploring the normality of numerical columns in a novel data set and producing publication quality tables and reports
Transforming like a Data… Transformer
Chapter summary
Using data transformation to correct non-normality in numerical data
Imputing like a Data Scientist
Chapter summary
Exploring, visualizing, and imputing outliers and missing values (NAs) in a novel data set and produce publication quality graphs and tables
Correlating Like a Data Master
Chapter summary
Assess relationships within a novel data set using publication quality tables and plots
Visit our available Digital Learning Resources Library!
Created: 07/22/2022 (G. Chism); Last update: 09/14/2023
