Q $-$ Is there a relationship between term courseload and gender? That is$,$ do conditional distribution of term courseload differ between males and females?

$$ Compare marginal percentages of term courseload with the conditional percentages of term courseload for males and females.

$$ Compute the ratio between the proportion of term courseload for males and females and interpret this ratio in context.

Contingency Table for Term Courseload and Gender

Create a cross$-$tabulated table using the library janitor

psych$.$dt$.$clean $\%>\%$

Count occurrences

tabyl$($Gender$,$ Term$\_$Courseload$)\%>\%$

adorn$\_$totals$($where $=$ "rou"$)\%>\%$ # Add row totals

adorn$\_$totals$($where $=$ "col"$)\%>\%$ # Add column totals

adorn$\_$percentages $("$row$")\%>\%$ # Add row percentages

adorn$\_$pct$\_$formatting$()\%>\%$ # Format percentages

adorn$\_$ns$($position $=$ "front"$)\%>\%$ # Display counts and percentages

adorn$\_$title$($

row$\_$name $=$ "Gender",

col$\_$name $=$ "Term Courseload"$)\%>\%$

Print as a table

knitr::kable$()$ Bar Plot of Term Courseload by Gender

$```$

# Create a canvas using ggplot function from the library ggplot$2$

ggplot$($psych$.$dt$.$clean, aes$($x $=$ Gender, fill $=$ factor$($Term$\_$Courseload$)))+$

# Add bars and a legend to the plot

geom$\_$bar$($position $=$ "dodge"$)+$

# Add labels and a title and a subtitle, and a caption

labs$($xlab $=$ "Gender", fill $=$ "Term Courseload",

title $=$ "Bar Plot of Term Courseload and Gender",

subtitle $=$ "Constructed by Group $...",$

caption $=$ "This figure shows $...")+$

# Center the title and the subtitle, and left$-$align the caption

theme$($plot$.$title$=$element$\_$text$($hjust$=0\mathrm{.}5),$

plot.subtitle $=$ element$\_$text$($hjust$=0\mathrm{.}5),$

plot.caption $=$ element$\_$text$($hjust $=0))$

$```$

Bar Plot of Term Courseload and Gender

Constructed by Group $...$