About the data

palmerpinguins (https://allisonhorst.github.io/palmerpenguins) is an R package to provide a great dataset for data exploration & visualization, as an alternative to iris.

Let’s look into it !

The penguins data contains the following

## Rows: 344
## Columns: 8
## $ species           <fct> Adelie, Adelie, Adelie, Adelie, Adelie, Adelie, Adel~
## $ island            <fct> Torgersen, Torgersen, Torgersen, Torgersen, Torgerse~
## $ bill_length_mm    <dbl> 39.1, 39.5, 40.3, NA, 36.7, 39.3, 38.9, 39.2, 34.1, ~
## $ bill_depth_mm     <dbl> 18.7, 17.4, 18.0, NA, 19.3, 20.6, 17.8, 19.6, 18.1, ~
## $ flipper_length_mm <int> 181, 186, 195, NA, 193, 190, 181, 195, 193, 190, 186~
## $ body_mass_g       <int> 3750, 3800, 3250, NA, 3450, 3650, 3625, 4675, 3475, ~
## $ sex               <fct> male, female, female, NA, female, male, female, male~
## $ year              <int> 2007, 2007, 2007, 2007, 2007, 2007, 2007, 2007, 2007~

How many species ?

We have 3 species into this datasets: Adelie, Gentoo, and Chinstrap that are not equally reparted

Interesting Metrics

We can get some interesting mean metrics for each species:

Is this equally distributed between Sex ?

And where do they live ?

Acknowledgement

• Alison Horst, and Alison Presman-Hill for the package palmerpinguins and the article content from which the example above are taken and inspired.

• Alison Horst for the two illustrations.

• Source of content: https://allisonhorst.github.io/palmerpenguins