r-intro-gesis-2021
Materials for the 2021 GESIS Summer School in Survey Methodology course "Introduction to R for Data Analysis"
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Repository
Materials for the 2021 GESIS Summer School in Survey Methodology course "Introduction to R for Data Analysis"
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- Host: GitHub
- Owner: jobreu
- Language: HTML
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- Size: 310 MB
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Metadata Files
README.md
"Introduction to R for Data Analysis", GESIS Summer School in Survey Methodology 2021
Materials for the 2021 GESIS Summer School in Survey Methodology course "Introduction to R for Data Analysis"
Johannes Breuer (johannes.breuer@gesis.org, \@MattEagle09); Stefan Jnger (stefan.juenger@gesis.org, \@StefanJuenger)
Please link to the workshop GitHub repository
Course description
The open source software package R is free of charge and offers standard data analysis procedures as well as a comprehensive repertoire of highly specialized processes and procedures, even for complex applications. In addition to providing an introduction to the basic concepts and functionalities of R, we will go through a prototypical data analysis workflow in the course: import, wrangling, exploration, (basic) analysis, reporting.
Prerequisites
- prior experience with quantitative data analysis, basic statistics, and regression
- experience with using other statistical packages (e.g., SPSS or Stata) is helpful, but not a requirement
Timetable
Day 1
| Day | Time | Topic |
|---|---|---|
| Monday | 10:30 - 11:30 | Getting Started with R and RStudio |
| Monday | 11:30 - 11:45 | Break |
| Monday | 11:45 - 12:45 | Getting Started with R and RStudio |
| Monday | 12:45 - 13:45 | Lunch Break |
| Monday | 13:45 - 15:00 | Data Import & Export |
| Monday | 15:00 - 15:15 | Break |
| Monday | 15:15 - 16:30 | Data Import & Export |
Day 2
| Day | Time | Topic |
|---|---|---|
| Tuesday | 10:00 - 11:15 | Data Wrangling - Basics |
| Tuesday | 11:15 - 11:30 | Break |
| Tuesday | 11:30 - 12:45 | Data Wrangling - Basics |
| Tuesday | 12:45 - 13:45 | Lunch Break |
| Tuesday | 13:45 - 15:00 | Data Wrangling - Advanced |
| Tuesday | 15:00 - 15:15 | Break |
| Tuesday | 15:15 - 16:30 | Data Wrangling - Advanced |
Day 3
| Day | Time | Topic |
|---|---|---|
| Wednesday | 10:00 - 11:15 | Exploratory Data Analysis |
| Wednesday | 11:15 - 11:30 | Break |
| Wednesday | 11:30 - 12:45 | Exploratory Data Analysis |
| Wednesday | 12:45 - 13:45 | Lunch Break |
| Wednesday | 13:45 - 15:00 | Data Visualization - Part 1 |
| Wednesday | 15:00 - 15:15 | Break |
| Wednesday | 15:15 - 16:30 | Data Visualization - Part 1 |
Day 4
| Day | Time | Topic |
|---|---|---|
| Thursday | 10:00 - 11:15 | Confirmatory Data Analysis |
| Thursday | 11:15 - 11:30 | Break |
| Thursday | 11:30 - 12:45 | Confirmatory Data Analysis |
| Thursday | 12:45 - 13:45 | Lunch Break |
| Thursday | 13:45 - 15:00 | Data Visualization - Part 2 |
| Thursday | 15:00 - 15:15 | Break |
| Thursday | 15:15 - 16:30 | Data Visualization - Part 2 |
Day 5
| Day | Time | Topic |
|---|---|---|
| Friday | 10:00 - 11:15 | Reporting with R Markdown |
| Friday | 11:15 - 11:30 | Break |
| Friday | 11:30 - 12:45 | Reporting with R Markdown |
| Friday | 12:45 - 13:45 | Lunch Break |
| Friday | 13:45 - 15:00 | Advanced Use of R, Outlook, Q&A |
| Friday | 15:00 - 15:15 | Break |
| Friday | 15:15 - 16:30 | Advanced Use of R, Outlook, Q&A |
Materials
Day 1
Slides
1_2 Data Types, Import, & Export
Appendix - Setup and Workflow Help
Exercises
123 Statistical Software Files
Solutions
123 Statistical Software Files
Day 2
Slides
Exercises
224 Purrr Joy of Writing Loops
Solutions
224 Purrr Joy of Writing Loops
Day 3
Slides
Exercises
Solutions
Day 4
Slides
4_1 Confirmatory Data Analysis
Exercises
Solutions
Day 5
Slides
Exercises
Owner
- Name: Johannes Breuer
- Login: jobreu
- Kind: user
- Location: Cologne, Germany
- Company: GESIS - Leibniz Institute for the Social Sciences
- Website: https://www.johannesbreuer.com/
- Twitter: MattEagle09
- Repositories: 6
- Profile: https://github.com/jobreu
Senior researcher at GESIS - Leibniz Institute for the Social Sciences and @CAIS-Research
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