Overview: Data Manipulation in R Using dplyr & the tidyverse
On this page, you can find the timetable and table of contents for the Statistics Globe online course on the topic “Data Manipulation in R Using dplyr & the tidyverse”.
Timetable & Table of Contents
The course includes 21 modules, which are divided into 8 module groups. A processing time of 1 week is planned for each of these module groups. However, depending on your personal preferences, you may move on faster or slower.
The results of a week’s exercises are discussed in the LinkedIn chat group the following Monday. Further details on the course procedure can be found in Module 1 – Course Structure & About the Instructor.
You may click on the module names below to be redirected to the corresponding module page.
Week 1: 27.11.2023 – 03.12.2023
- Module 1 – Course Structure & About the Instructor
- Module 2 – dplyr & the tidyverse Overview
- Module 3 – Installing & Loading Packages
- Module 4 – tibble vs. data.frame
- Module 5 – The Pipe Operator
Week 2: 04.12.2023 – 10.12.2023
- Module 6 – Creating tibbles
- Module 7 – Working with Columns
- Module 8 – Working with Rows
- Module 9 – Importing & Exporting Data Using dplyr & readr
Week 3: 11.12.2023 – 17.12.2023
Week 4: 18.12.2023 – 07.01.2024 (New Year Break)
- Module 12 – Binding Rows & Columns
- Module 13 – Grouping Data
- Module 14 – Joining Data
- Module 15 – Reshaping Data Using dplyr & tidyr
Week 5: 08.01.2024 – 14.01.2024
Week 6: 15.01.2024 – 21.01.2024
- Module 17 – Handling Character Strings Using dplyr & stringr
- Module 18 – Handling Dates & Times Using dplyr & lubridate