Write R Code and Create FIVE Different subsets of SIVA data or processed SIVA data using the data manipulating or filtering R functions $($e$.$g$.,$ filter, select, ifelse, group$\_$by$,$ summarise$)$ Using head function, show the first $10$ observations of each of the five data sets in addition to the R syntax used to create the data.Create FIVE Different subsets of SIVA data or processed SIVA data using the data manipulating or filtering R functions $($e$.$g$.,$ filter, select, ifelse, group$\_$by$,$ summarise$)$ that were discussed at the class meeting. Using head function, show the first $10$ observations of each of the five data sets in addition to the R syntax used to create the data.

$2.$ With SIVA data, create FIVE Different visualizations that were discussed at the class meeting. Using Export function under Plots in R Studio, export the plot and present it in the pdf file. Tell at least ONE interesting story $($i$.$e$.,$ finding$)$ from each of the visualizations.

E xample$)$

Code$)$

Visualization$)$

ggplot$($mpg$,$ aes$($x$=$class, y$=$hwy$))+$

geom$\_$boxplot$($outlier$.$colour$=$"red", outlier.shape$=8,$

outlier.size$=4)$