Filter the data to include only Gentoo penguins I

gentoo$\_$penguins $=$ penguins$[$penguins$[\text{'}$species$\text{'}]==$ "Gentoo"$]$grouped$\_$by$\_$sex $=$ gentoo$\_$penguins.groupby'sex$[]$Gento$0\_$sex$\_$summary $=$ grouped$\_$by$\_$sex.agg$($ave$\_$bil$1\_$length$=(\text{'}$bill$\_$length$\_$mm$\text{'},$ 'mean'$\text{'}))$print$($Gentoo$\_$sex$\_$summary$)$Gentoo$\_$sex$\_$summary$\_$neat $=$ penguins$[$penguins$[\text{'}$species$\text{'}]==$ "Gentoo"$].$groupby$(\text{'}$sex $\text{'}).$agg$($ave$\_$bil$1\_$length$=(\text{'}$bill$\_$length$\_$mm$\text{'},$ 'mean'$))$

print$($Gento$0\_$sex$\_$summary$\_$neat$)$

Now, try to modify the above code to calculate the mean body mass $($body$\_$mass$\_$g$)$ of all penguin species by island. After trying, check your

answer by viewing the solution. Hint: Do you need to filter by any species here? What about grouping by a different column?

We will often use Seaborn to visualize data, but again, I will generally give you the base code to modify.