cover image
Introduction to R and RStudio Course - Data Management

Available Languages:

< Browse all resources and collections

Description

Dated: August 2023

Authors: Sam Dumble , Alex Thomson

This link provides direct access to the Data Management module from the Stats4SD Introduction to R and RStudio course.This module covers how three key area of how to manage your data, this builds up further from the earlier data manipulation module.Data cleaning including missing data, checking variables and making changes.Data structures, primarily longs vs wide data shapes and how to move between the two.Relational data, dealing with multiple&nbsp;data tables and how to join them

View/download

The individual components of the trove are listed below. Click on one to download the file or go to the external url. You can download the full trove below as a .zip file.

Exercises

https://shiny.stats4sd.org/DataMC_assignment3__self_led

VISIT LINK

Collections including this resource

Introduction to R and RStudio Course Workbooks

Related resources

Curricula / Training Course

Introduction to R and RStudio Course - Data Visualisation with ggplot2

Below you can find links to all 4 workbooks associated with the data visualisation with ggplot2 module from th...

Alex Thomson
CCRP
Charts
Data Analysis
Data Visualisation
data visualisation
GGplot2
Nicolas Greliche
R & Rstudio
R Packages
Researchers
rstudio
Sam Dumble
Students

Curricula / Training Course

Introduction to R and RStudio Course - Data Manipulation

This link provides direct access to the Data Manipulation module from the Stats4SD Introduction to R and RStud...

Alex Thomson
CCRP
Data Analysis
data cleaning
Data Collection
Data Management
data manipulation
Data Quality
Nicolas Greliche
R & Rstudio
Researchers
rstudio
Sam Dumble
Students
tidyverse

Curricula / Training Course

Introduction to R and RStudio Course - Statistical Analysis

This link provides direct access to the Statistical Analysis module from the Stats4SD Introduction to R and...

Alex Thomson
CCRP
chi square
Data Analysis
Data Analysis
Generalised Linear Models
hypothesis testing
Inferential Statistics
linear modelling
logistic modelling
Nicolas Greliche
R & Rstudio
regression
Researchers
rstudio
Sam Dumble
Statistics
Students
ttest

Curricula / Training Course

Introduction to R and RStudio Course - Working with RStudio

This link provides direct access to the Working with RStudio module from the Stats4SD Introduction to R and RS...

Alex Thomson
CCRP
Data Analysis
markdown
Nicolas Greliche
r
R & Rstudio
Researchers
rstudio
Sam Dumble
Students