Introducing R


R Basics


Introduction to the example dataset and file type


Figure 1

variant calling workflow. Sequence reads (FASTQ files), Quality control (FASTQ files), Alignment to Genome (SAM/BAM files), Alignment cleanup (BAM file ready for variant calling), Variant Calling (VCF file)

R Basics continued - factors and data frames


Figure 1


Figure 2


Using packages from Bioconductor


Figure 1

screenshot of bioconductor search

Data Wrangling and Analyses with Tidyverse


Figure 1

rstudio default session

Data Visualization with ggplot2


Figure 1

Line plot enclosed in hexagon shape with ggplot2 typed beneath and www.rstudio.com at the bottom.

Figure 2


Figure 3


Figure 4


Figure 5


Figure 6


Figure 7


Figure 8


Figure 9


Figure 10


Getting help with R


Figure 1

rstudio default session