How do I use R for data analysis?

The KnowPulse KnowledgeBase focuses on short question-based lessons to help researchers get their work done.

How to manipulate and plot the collected environmental data.

Some of the things you will learn include:

Getting Started

The KnowPulse KnowledgeBase lessons are hands-on, so participants are encouraged to use their own computers to ensure the proper setup of tools for an efficient workflow. To most effectively use these materials, please make sure to download the data and install everything before working through this lesson.

This workshop assumes no prior experience with the tools covered in the workshop.

To get started, follow the directions in the Setup tab to get access to the required software and data for this workshop.


Phenotypic Data.


Setup Download files required for the lesson
00:00 1. Store your data with KnowPulse How do I store my raw phenotypic data in KnowPulse?
00:30 2. Import data into R How to get my data file into R?
01:10 3. Tidy data with R How to tidy my data after import?
01:50 4. Visualize data in R: Introduction How to visualise my data with base plotting?
02:30 5. Visualize data in R: ggplot2 package and more How to plot data with ggplot2?
03:20 6. Export your data from R How to export my tidy file?
04:00 Finish

The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.