Athlete Monitoring: Data Analysis and Visualization – Data Wrangling in R – Part 2

Athlete Monitoring: Data Analysis and Visualization

Data Wrangling in R – Part 2

In this video I am continuing the data wrangling in R using tidyverse (actually the dplyr) package. With few basic functions (i.e.,group_by(), mutate(), summarize(), filter(), select()), you can pretty much do 80% of data wrangling for the athlete monitoring purposes. For more informations, please refer to R for Data Science book.

In addition to the above, I will show you how to simply merge two tables using the left_join() function. This can be extremely useful when merging data, like HR and GPS into a single table.

There are other packages in R, like data.table, that are worth checking out. But in this course, I will focus on the tidyverse.

For more information on data wrangling using tidyverse, check:

Ready to watch this course?
Become a member and get unlimited access to all content on our website.

Limited offer!

With Complementary Training You Always Get More!

Enhance Your Knowledge and Perfect Your Skills

Reach the next level with our books


First 10 Premium members who join us get 1-year membership, ALL the Cool Bonuses + two paperback books

Premium Membership
$350 per year

Hurry Up


spots left!


Expand your library even more!

Sign up now and get a 40% lifetime discount on all orders from Ultimate Athlete Concepts!

Take a look at all the books and educational material that UAC offers


The best part is – it doesn’t end there!

All our Premium members ALSO get COURSES to elevate their performance & TOOLS to reduce their effort during every-day work!

‘An investment in knowledge always pays the best interest’

– Benjamin Franklin

Premium Membership
$350 per year

Don’t miss out! Only the first 10 new Premium Members get Bootstrap Magnitude-based Statistics for Sports Scientists and Strength Training Manual paperback books for FREE in addition to other bonuses!

Course Navigation


Module 1

Module 2:

Module 3

Module 4

I am a physical preparation coach from Belgrade, Serbia, grew up in Pula, Croatia (which I consider my home town). I was involved in physical preparation of professional, amateur and recreational athletes of various ages in sports such as basketball, soccer, volleyball, martial arts and tennis. Read More »

Welcome to Complementary Training Community! Forums Athlete Monitoring: Data Analysis and Visualization – Data Wrangling in R – Part 2


This topic contains 0 replies, has 1 voice, and was last updated by  Mladen Jovanovic 1 week, 1 day ago.

You must be logged in to reply to this topic.