index.md

layout	root	title	short-purpose	who	maintainers	why	learn	data-description
lesson	.	How do I use R for data analysis?	This lesson will show beginner users how R can be a helpful tool for their data analysis.	Pulse Crop Researchers focused on variation data.	Lacey-Anne Sanderson, Derek Michael Wright, Ruobin Liu	How to manipulate and plot the collected environmental data.	How to download, install R and RStudio? How to backup and download collected phenotypic from KnowPulse? How to import data files into R? How to visualize your data with R? How to export your data from R?	Phenotypic Data.

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

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Some of the things you will learn include:

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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. {: .prereq}

Data

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