R Markdown

This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.

When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:

# Load the dataset
data("HairEyeColor")

# Create a bar plot
barplot(as.matrix(HairEyeColor),
        beside = TRUE,
        main = "Frequency of Eye Color Across Hair Colors",
        xlab = "Hair Color",
        ylab = "Frequency",
        col = c("blue", "brown", "green", "black"),
        legend.text = TRUE)

# Identify the combination of hair and eye color that appears most frequently
max_freq_combination <- rownames(HairEyeColor)[which.max(apply(HairEyeColor, 1, sum))]
cat("The combination of hair and eye color that appears most frequently is:", max_freq_combination, "\n")
## The combination of hair and eye color that appears most frequently is: Brown
summary(cars)
##      speed           dist       
##  Min.   : 4.0   Min.   :  2.00  
##  1st Qu.:12.0   1st Qu.: 26.00  
##  Median :15.0   Median : 36.00  
##  Mean   :15.4   Mean   : 42.98  
##  3rd Qu.:19.0   3rd Qu.: 56.00  
##  Max.   :25.0   Max.   :120.00

Including Plots

You can also embed plots, for example:

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.