johnmount / penguins Goto Github PK

https://github.com/allisonhorst/palmerpenguins Palmer Penguins example ported to Python.

import pandas
import seaborn

penguins = pandas.read_csv(
    'https://raw.githubusercontent.com/JohnMount/Penguins/main/penguins.csv')
penguins_raw = pandas.read_csv(
    'https://raw.githubusercontent.com/JohnMount/Penguins/main/penguins_raw.csv')


print(penguins.shape)
penguins.head()

(344, 7)

seaborn.scatterplot(
    x="flipper_length_mm", 
    y="body_mass_g",
    hue="species", 
    style="species", data=penguins)

<matplotlib.axes._subplots.AxesSubplot at 0x7fa953d22990>

Palmer Penguins data from:

https://github.com/allisonhorst/palmerpenguins

citation("palmerpenguins")

To cite palmerpenguins in publications use:

Gorman KB, Williams TD, Fraser WR (2014) Ecological Sexual Dimorphism and Environmental Variability within a Community of Antarctic Penguins (Genus Pygoscelis). PLoS ONE 9(3): e90081. https://doi.org/10.1371/journal.pone.0090081

A BibTeX entry for LaTeX users is

@Article{, title = {Ecological Sexual Dimorphism and Environmental Variability within a Community of Antarctic Penguins (Genus Pygoscelis)}, author = {Gorman KB and Williams TD and Fraser WR}, journal = {PLoS ONE}, year = {2014}, volume = {9(3)}, number = {e90081}, pages = {-13}, url = {https://doi.org/10.1371/journal.pone.0090081}, }

Saved using R:

# install.packages("remotes")
remotes::install_github("allisonhorst/palmerpenguins")
write.csv(penguins, 'penguins.csv', row.names = FALSE, quote = FALSE)
write.csv(penguins_raw, 'penguins_raw.csv', row.names = FALSE, quote = TRUE)

Exported so Python users can also use this data (original package doesn't seem to currently export a csv).

This page found here: https://github.com/JohnMount/Penguins

Python example here: https://github.com/JohnMount/Penguins/blob/main/Penguins.ipynb

R example here: https://github.com/JohnMount/Penguins/blob/main/Rexample.md