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Streamlined Data Summary in R STUDIO: Enhancing Bar Graphs with Error Bars

Streamlined Data Summary in R STUDIO: Enhancing Bar Graphs with Error Bars

When working with data in R, there are situations where you might need to examine summarized information, such as means, standard deviations, and more. Today, I will introduce the methods that can be employed for this purpose. Let’s start by loading a dataset. As I engage in various tasks involving this data, I aim to summarize it. Therefore, I will introduce methods applicable to such situations. 1) using plyr package First, install and activate the package. I want to summarize…

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Enhancing Graph Points in R Studio: Adding Distinct Borders

Enhancing Graph Points in R Studio: Adding Distinct Borders

I have datasets below. This data pertains to the differences in grain yield and height resulting from various fertilizer treatments. Now I’ll create a graph using the following code. Since I assigned the color based on the condition of the “Fertilizer,”; geom_point (aes(color=Fertilizer)), the colors are automatically distinguished, resulting in the graph being plotted. However, I would like to add borders to these points in order to represent them more distinctly. By the way, if you include shape=Fertilizer within aes(),…

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