Training Course Details

Data Wrangling in the Tidyverse

Course Level: Foundation

If you work with data, you probably spend a lot of time cleaning it and wrangling it into the correct shape. With manual point-and-click methods this can be an extremely time-consuming task that is both frustrating and repetitive! This course will show you how you can use R to efficiently clean and wrangle your data into a format that’s ready for analysis. You will learn about the leading suite of packages known as the Tidyverse, what tidy data really is, and how to practically achieve it with packages such as {dplyr}, {tidyr}, {lubridate} and {forcats}.

Data Wrangling in the Tidyverse

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Course Details

Course Outline
Learning Outcomes
Materials
Prior Knowledge

Course Outline

What is tidy data and the {tidyverse}?
Solving data manipulation challenges with {dplyr}
Dates and times with the {lubridate} package
Creating tidy data with {tidyr}
Dealing with categorical variables using {forcats}

Learning Outcomes

By the end of the day, participants will be able to…

perform data wrangling techniques to filter, summarise and group data
rearrange their data into an optimal tidy format
manipulate dates and times in R
join and separate different data sets
deal with categorical variables efficiently

Materials

Prior Knowledge

This course assumes familiarity with the concepts taught in our Introduction to R course. In particular, we build on the underlying {tidyverse} theory by introducing new {tidyverse} packages. If you have limited or no experience in R, we would advise you to complete our Introduction to R course, before attending.

Attendee Feedback

“The instructor was very knowledgeable and the course was really well structured. I enjoyed learning about the Tidyverse!”
“Theo and Rhian both made the course material fun and easy to understand, they both made you feel like you could ask any question without feeling stupid - and with R I feel like it’s very easy to feel silly asking certain questions, but they completely eliminated all of that worry. They both made you feel excited to learn more, some of the best training I’ve ever had - I was concentrating the whole time and usually I find that I zone out really easily with training”
“Very friendly/knowledgeable/helpful instructors”