EDA-for-palmer-penguins-data-set

Data set description

The goal of palmerpenguins is to provide a great dataset for data
exploration & visualization, as an alternative to iris

Scatter plots - relationship between the variables

10 20 30 40 50 5 10 15 20 bill length in mm bill depht in mm Legend Adelie Gentoo Chinstrap Relationship between bill length and bill depth
10 20 30 40 50 50 100 150 200 bill length in mm flipper length in mm Legend Adelie Gentoo Chinstrap Relationship between bill length and flipper length
10 20 30 40 50 1000 2000 3000 4000 5000 6000 bill length in mm body mass in g Legend Adelie Gentoo Chinstrap Relationship between bill length and body mass
5 10 15 20 10 20 30 40 50 bill depht in mm bill length in mm Legend Adelie Gentoo Chinstrap Relationship between bill depth and bill length
5 10 15 20 50 100 150 200 bill depht in mm flipper length in mm Legend Adelie Gentoo Chinstrap Relationship between bill depth and flipper length
5 10 15 20 1000 2000 3000 4000 5000 6000 bill depht in mm body mass in g Legend Adelie Gentoo Chinstrap Relationship between bill length and body mass
50 100 150 200 10 20 30 40 50 flipper length in mm bill length in mm Legend Adelie Gentoo Chinstrap Relationship between flipper length and bill length
50 100 150 200 5 10 15 20 flipper length in mm bill depth in mm Legend Adelie Gentoo Chinstrap Relationship between flipper length and bill depth
50 100 150 200 1000 2000 3000 4000 5000 6000 flipper length in mm body mass in g Legend Adelie Gentoo Chinstrap Relationship between flipper length and body_mass
1000 2000 3000 4000 5000 6000 10 20 30 40 50 body mass in g bill length in mm Legend Adelie Gentoo Chinstrap Relationship between body mass and bill length
1000 2000 3000 4000 5000 6000 5 10 15 20 body mass in g bill depths in mm Legend Adelie Gentoo Chinstrap Relationship between body mass and bill depth
1000 2000 3000 4000 5000 6000 50 100 150 200 body mass in g flipper length in mm Legend Adelie Gentoo Chinstrap Relationship between body mass and flipper length

Histograms - distribution of the variables

152 Adelie 68 Chinstrap 124 Gentoo Histogram of penguin species
168 Biscoe 124 Dream 52 Torgersen Histogram of islands
165 female 168 male Histogram of penguin sex
2007 2008 2009 110.00 114.00 120.00 Histogram of number of studied penguin during the years
32-34 34-36 36-38 38-40 40-42 42-44 44-46 46-48 48-50 50-52 52-54 54-56 56-58 58-60 4.00 22.00 36.00 38.00 39.00 29.00 38.00 42.00 42.00 37.00 8.00 5.00 1.00 1.00 Histogram of bill length length in mm
13-14 14-15 15-16 16-17 17-18 18-19 19-20 20-21 21-22 23.00 47.00 37.00 45.00 60.00 74.00 39.00 11.00 6.00 Histogram of bill depth depth in mm
170-175 175-180 180-185 185-190 190-195 195-200 200-205 205-210 210-215 215-220 220-225 225-230 230-235 2.00 11.00 28.00 58.00 57.00 38.00 18.00 30.00 33.00 32.00 20.00 14.00 1.00 Histogram of flipper length length in mm
2.5-3 3-3.5 3.5-4 4-4.5 4.5-5 5-5.5 5.5-6 6-6.5 11.00 67.00 92.00 57.00 54.00 33.00 26.00 2.00 Histogram of body mass mass in kg

Closer look at species distribution

40.00 41.82 18.18 2007 56.14 29.82 14.04 2008 50.00 36.67 13.33 2009 Biscoe Dream Torgersen 100 Penguin distribution in % by island 2007...2009
50.00 26.00 34.00 2007 50.00 18.00 46.00 2008 52.00 24.00 44.00 2009 Adelie Chinstrap Gentoo 110.00 114.00 120.00