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Tag: reshape2::melt()

Graph Partitioning Using facet_wrap() in R Studio

Graph Partitioning Using facet_wrap() in R Studio

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While creating graphs, you can certainly draw multiple graphs in a single panel. However, you can also use the facet_wrap() function to divide graphs based on specific variables. First, let’s generate a dataset. I intend to create a bar graph using this data. Therefore, I need to summarize the data. To do this, I must reorganize the data from being divided into columns to being arranged in rows. I have reorganized the data into rows using the reshape2::melt() function. Now,…

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Transforming Data: Stacking Multiple Columns into Rows Using R

Transforming Data: Stacking Multiple Columns into Rows Using R

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One common mistake when organizing data is collecting it as depicted below (## represents the result). While it might seem easy to input values into each column, listing data in this manner complicates statistical analysis. To conduct statistical analysis on such listed data, it is necessary for the data to be arranged as shown below. In other words, statistical analysis of an experimental design with three replicates for the two variables, Genotype and Field, can be conducted when the data…

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