A deep-dive into data-wrangling in R (tidyverse)
In this video we will be taking a deep-dive into the #tidyverse and looking at how to use data-wrangling and cleaning (using #tidyr and #dplyr) to conquer difficult data and transform the most challenging sets into beautiful #ggplot2 visualizations.
Jump Between Concepts
00:00 Welcome to the Tidyverse
00:40 Beavers Data
02:42 Introduction to the "$"
04:43 Introduction to the %pipe%
05:20 Introduction to mutate()
09:14 Iris Data
09:34 Introduction to group_by()
10:21 Complex mutations (across(), which(), ~, .x, {})
13:48 Introduction to pivot_longer()
16:50 Religion Data
19:08 Complex mutations (case_when())
20:52 Filtering (%in%, stringr, logical statements)
Video code and resources are available on my GitHub:
github.com/chloefouilloux/DAT...
Пікірлер: 8
Great demo, thank you for sharing!
I've watched a lot of R videos and I keep coming back to this one to solve various problems
@chloefouilloux
Жыл бұрын
That's so lovely to hear, thank you! Please let me know if there is a video on another topic you would like to hear about, I am always excited to make something new 🙂
You opened a whole new world for me with the complex mutation & "{}" usage for me.... thanks for sharing!! ❤
We have such fancy frogs here in my place. I saw it only once, Gree, clean black eyes, long lengs and red feet.
This was super useful and helpful - shows how to approach different questions/situations. I was wondering how you learned R and if there was any particular source that you found super useful? I'm a university student and I enjoy using R very much but unfortunately did not have many modules that explored it in a more advanced way.
Super useful that mutation tho!